{"meta":{"query_hash":"879e19eb89f4","filters":{"venue":"UWSpace (University of Waterloo)"},"cohort_total":2237,"direct_labels_cover":3,"predictions_cover":2237,"exported":2237,"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/879e19eb89f4","api":"https://metacan.xera.ac/api/v1/cohort?venue=UWSpace+%28University+of+Waterloo%29"},"results":[{"id":"W1010837876","doi":"","title":"Fading Inner Suburbs? A Historio-Spatial Analysis of Prosperity Indicators in the Urban Zones of the 15 Largest Census Metropolitan Areas.","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Metropolitan area; Prosperity; Census; Inner city; Geography; Socioeconomics; Demographic economics; Economic geography; Economic growth; Demography; Population; Economics; Sociology","score_opus":0.013688949097080318,"score_gpt":0.22345205518284614,"score_spread":0.20976310608576582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1010837876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99488336,0.00012000332,0.000003324832,0.00020026625,0.00020916529,0.0003007855,0.00009703966,0.000011821654,0.0041742455],"genre_scores_gemma":[0.9723745,0.00002797227,0.000040914663,0.0000072290995,0.000022754528,5.920313e-7,0.00022505774,0.000008045764,0.027292922],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982391,0.00042065734,0.00020296936,0.0002313481,0.00068544946,0.00022047323],"domain_scores_gemma":[0.99865097,0.000058419806,0.0006655036,0.0002939059,0.00027796623,0.000053253705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006957064,0.00014784564,0.00045688392,0.0008943562,0.00036134885,0.000013477809,0.0007829338,0.00026623596,0.00023793385],"category_scores_gemma":[0.00012358245,0.00012224606,0.00025719788,0.0026752995,0.00034874823,0.00012954594,0.000044322107,0.0002396464,9.757962e-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":[0.000044777385,0.000112905014,0.46091646,0.00004935028,0.00026671676,0.0000022823003,0.5319055,0.000006901112,0.00004914007,0.006127118,0.00039726624,0.00012165099],"study_design_scores_gemma":[0.0002181808,0.000026336045,0.45043477,0.00006570384,0.0010668221,7.1076336e-8,0.546768,0.000046675785,0.00011030068,0.00005741827,0.0010580058,0.00014770606],"about_ca_topic_score_codex":0.5160542,"about_ca_topic_score_gemma":0.7038792,"teacher_disagreement_score":0.18782498,"about_ca_system_score_codex":0.00030764102,"about_ca_system_score_gemma":0.00020321191,"threshold_uncertainty_score":0.49850494},"labels":[],"label_agreement":null},{"id":"W1032982005","doi":"","title":"Monitoring Soil Moisture and Freeze/Thaw State Using C-band Imaging Radar","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil Moisture and Remote Sensing","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; Canadian Space Agency","keywords":"Remote sensing; Radar; Radar imaging; Water content; Moisture; Environmental science; Geology; Soil science; Geotechnical engineering; Meteorology; Engineering; Geography; Aerospace engineering","score_opus":0.00886230451596097,"score_gpt":0.20328103868211828,"score_spread":0.1944187341661573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1032982005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994778,0.00050070405,0.000006068823,0.00011568995,0.00048345356,0.00013825219,0.000008568612,0.000041801053,0.0039275005],"genre_scores_gemma":[0.86009234,0.00027909112,0.0039739823,0.000012605698,0.000116148105,3.2600116e-8,0.00007774462,0.00005802543,0.13539001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986827,0.0000485953,0.00011379344,0.00043774195,0.00040813844,0.00030904723],"domain_scores_gemma":[0.99931395,0.000016220898,0.00022143884,0.00024527565,0.00004181247,0.00016129955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014535438,0.00027478219,0.0003436609,0.00010853496,0.0002777823,0.000037802165,0.00020995579,0.00017600266,0.000031503172],"category_scores_gemma":[0.0000074558757,0.0002986579,0.00008726578,0.00015408441,0.00019162727,0.0003056377,0.00010970097,0.00029127195,0.000025771938],"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":[0.0003336281,0.00008594055,0.38928762,0.0003573028,0.00019835892,0.0005262218,0.26400948,0.0010718682,0.23064704,0.0000015723583,0.0039527365,0.10952823],"study_design_scores_gemma":[0.0014447919,0.000073526324,0.7353745,0.0007951977,0.00045819054,0.000048480466,0.23489662,0.00045348436,0.023552572,0.0006127303,0.0011933014,0.0010966012],"about_ca_topic_score_codex":0.42238778,"about_ca_topic_score_gemma":0.27642357,"teacher_disagreement_score":0.3460869,"about_ca_system_score_codex":0.00017885001,"about_ca_system_score_gemma":0.000035012796,"threshold_uncertainty_score":0.99994653},"labels":[],"label_agreement":null},{"id":"W1121207097","doi":"","title":"Static Analysis for Efficient Affine Arithmetic on GPUs","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Matrix Theory and 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":"Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence","keywords":"Affine transformation; Arithmetic; Computer science; Parallel computing; Affine arithmetic; Mathematics; Pure mathematics","score_opus":0.01008470538257326,"score_gpt":0.2087577755978822,"score_spread":0.19867307021530894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1121207097","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":[0.9380081,0.0000705325,0.059042078,0.00075630326,0.0005725628,0.00058784394,0.00009983147,0.00014245676,0.00072025496],"genre_scores_gemma":[0.14961825,0.00012484362,0.06325256,0.000070231596,0.00007592375,0.0000031416043,0.0008412994,0.00003815194,0.7859756],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99858236,0.000076621094,0.0001481776,0.0005365627,0.00036032486,0.0002959397],"domain_scores_gemma":[0.9987183,0.0001464366,0.0002889236,0.0005791903,0.00016368787,0.00010344298],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021046099,0.00024680162,0.0005355126,0.00080958294,0.0002789408,0.000034295972,0.0009394335,0.00016331815,0.00007124611],"category_scores_gemma":[0.000018015944,0.0002674651,0.0004415437,0.0008531556,0.00005541697,0.00010596139,0.0000667543,0.00016039229,0.000039859166],"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":[0.0021079488,0.003065019,0.00020330513,0.0027997247,0.0077065765,0.0007702876,0.63349384,0.15022308,0.0020335466,0.09472832,0.009396739,0.09347161],"study_design_scores_gemma":[0.005692599,0.0025797344,0.0070559722,0.0005777848,0.00431511,0.000016352515,0.07892542,0.875873,0.011447049,0.005366588,0.0051381197,0.0030122257],"about_ca_topic_score_codex":0.0018010066,"about_ca_topic_score_gemma":0.0020973831,"teacher_disagreement_score":0.78838986,"about_ca_system_score_codex":0.00006680816,"about_ca_system_score_gemma":0.000079603524,"threshold_uncertainty_score":0.99997777},"labels":[],"label_agreement":null},{"id":"W1121995852","doi":"","title":"Development of Sensitive In Vitro Assays to Assess the Ocular Toxicity Potential of Chemicals and Ophthalmic Products","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Animal testing and alternatives","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Toxicity; In vitro; Pharmacology; Medicine; Chemistry; Toxicology; Biology; Biochemistry; Internal medicine","score_opus":0.05539291118306008,"score_gpt":0.2943207844685098,"score_spread":0.2389278732854497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1121995852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992407,0.000037876045,0.000011318485,0.00013663863,0.000041495474,0.0003000502,0.000032136013,0.000012664521,0.00018713463],"genre_scores_gemma":[0.98337364,0.000007993163,0.0099412445,0.0000042593547,0.000015678115,3.1183365e-7,0.00007458309,0.000011731373,0.0065705585],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989445,0.000097887816,0.000193026,0.00032991404,0.00026288853,0.00017174993],"domain_scores_gemma":[0.9991605,0.00004958268,0.00033381037,0.0001760448,0.0002354528,0.00004458891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732302,0.00018719395,0.00044480347,0.0001687066,0.00007442671,0.000006302231,0.0002331759,0.00012660379,0.0000075582066],"category_scores_gemma":[0.00006264637,0.00017798966,0.000064885164,0.00017574361,0.000082035935,0.00008078211,0.00009708697,0.00018568136,0.0000023507534],"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":[0.0010892829,0.000113636655,0.00009943504,0.00028428514,0.00007539508,0.00009434366,0.057924222,0.000008864406,0.9382885,0.000010844544,0.000016504746,0.001994684],"study_design_scores_gemma":[0.00039729767,0.0003117537,0.07947178,0.0005365358,0.0000750077,0.000025681906,0.09579746,0.0000912322,0.82299984,0.000028216458,0.000014319113,0.00025088814],"about_ca_topic_score_codex":0.0032434466,"about_ca_topic_score_gemma":0.00058312406,"teacher_disagreement_score":0.11528867,"about_ca_system_score_codex":0.000049158196,"about_ca_system_score_gemma":0.0000878389,"threshold_uncertainty_score":0.7258208},"labels":[],"label_agreement":null},{"id":"W1123396362","doi":"","title":"Detecting pathogenic Yersinia enterocolitica in surface water from the Grand River watershed: An evaluation and comparison of methods","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","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":"Natural Sciences and Engineering Research Council of Canada; Canadian Water Network; Ontario Ministry of Health and Long-Term Care; Public Health Agency; Public Health Agency of Canada","keywords":"Yersinia enterocolitica; Watershed; Surface water; Hydrology (agriculture); Environmental science; Biology; Geology; Computer science; Environmental engineering; Machine learning; Bacteria; Geotechnical engineering","score_opus":0.02981866425974371,"score_gpt":0.3190340072081037,"score_spread":0.28921534294836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1123396362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99872977,0.00041058048,0.000022135215,0.00007561339,0.00009347543,0.00055728306,0.00006889785,0.0000059687954,0.000036308156],"genre_scores_gemma":[0.99187636,0.00019177658,0.0029675988,0.0000061580927,0.00002816501,0.0000012471298,0.00232171,0.000026142818,0.002580822],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99786764,0.00077042956,0.00023220024,0.0005080954,0.00029174372,0.0003298584],"domain_scores_gemma":[0.9989779,0.00006657611,0.00018000373,0.0004155746,0.00027375596,0.000086163236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066265155,0.00023656139,0.00043687163,0.00011732376,0.00016236983,0.000017820568,0.00036635832,0.00038445776,0.00006099738],"category_scores_gemma":[0.000045126955,0.00020365506,0.000117711665,0.00008843739,0.00022761765,0.000025188694,0.0001298161,0.00026177315,0.000004158418],"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":[0.00082562637,0.00008535249,0.027941052,0.00007570328,0.00011130534,0.0000041638395,0.07754605,0.00007520491,0.89109904,3.441802e-7,0.00005758806,0.0021785726],"study_design_scores_gemma":[0.0019588487,0.00050702103,0.14457053,0.00011286559,0.00023620791,0.000005409554,0.059835587,0.0013227536,0.79079944,0.000028586237,0.000252947,0.00036980194],"about_ca_topic_score_codex":0.014670114,"about_ca_topic_score_gemma":0.034439918,"teacher_disagreement_score":0.116629474,"about_ca_system_score_codex":0.000049169266,"about_ca_system_score_gemma":0.00007997895,"threshold_uncertainty_score":0.99189126},"labels":[],"label_agreement":null},{"id":"W1124055716","doi":"","title":"The Causeway, the Landfill, and the River: shaping Moncton's Environs","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Engineering; Environmental science; Civil engineering; Geography; Archaeology","score_opus":0.006105138523781385,"score_gpt":0.16672745509185477,"score_spread":0.16062231656807338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1124055716","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":[0.98438525,0.0011340663,0.0000033534427,0.005858766,0.00013330474,0.00033150788,0.00001579566,0.000016889535,0.008121065],"genre_scores_gemma":[0.34044397,0.0045466754,0.000082537525,0.00015501736,0.000050870927,0.0000018150483,0.00004375626,0.000021177424,0.65465415],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99893916,0.00011134656,0.00008980884,0.00027794755,0.0003558896,0.00022587401],"domain_scores_gemma":[0.999259,0.00013178906,0.00021962808,0.00032328008,0.0000035331782,0.000062759114],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0001912858,0.00019604476,0.00020440258,0.000020276828,0.0013321036,0.0000110421115,0.00058297487,0.00010662892,0.0004583036],"category_scores_gemma":[0.0000046198243,0.00010439618,0.00014326224,0.00007212657,0.006655337,0.00011063819,0.00023895991,0.0002849086,0.0001963625],"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":[0.001502519,0.00019654701,0.0052994555,0.00006944092,0.0005169815,0.00006083605,0.8562339,0.0013666927,0.0021938116,0.0016444719,0.057442546,0.07347278],"study_design_scores_gemma":[0.0014189718,0.00009378342,0.13848849,0.00005975948,0.00036977505,0.000018824428,0.5202195,0.0005924613,0.000076332115,0.00032804173,0.33780888,0.0005251891],"about_ca_topic_score_codex":0.039636273,"about_ca_topic_score_gemma":0.05285065,"teacher_disagreement_score":0.64653313,"about_ca_system_score_codex":0.00015844278,"about_ca_system_score_gemma":0.000011196385,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W1125430371","doi":"","title":"The Relationship between Retinal Vascular Reactivity and Arteriolar Diameter","year":2006,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Retinal Imaging and Analysis","field":"Medicine","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":"University of Toronto; University of Waterloo","funders":"","keywords":"Retinal; Ophthalmology; Medicine","score_opus":0.014473922319077879,"score_gpt":0.21207913923268762,"score_spread":0.19760521691360974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1125430371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934113,0.000107975335,0.00023297519,0.0058757695,0.000010453147,0.000066161745,0.0000033266015,0.000024052011,0.00026797966],"genre_scores_gemma":[0.9633521,0.000026206942,0.0011969293,0.000009438898,0.000041874453,7.568276e-8,0.0000136344315,0.0000057211782,0.035354063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994057,0.00007398448,0.000067493056,0.00015745715,0.00015875742,0.00013665303],"domain_scores_gemma":[0.99941427,0.00018637253,0.000069975176,0.00021992238,0.000053999986,0.000055444616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027953644,0.00007582919,0.00018382097,0.00007354855,0.00027183135,0.00001790605,0.000063977284,0.0000474231,0.000010104141],"category_scores_gemma":[0.00004590321,0.000060957784,0.000114236456,0.00012796336,0.00021956535,0.000103191116,0.000037841128,0.00014581364,0.000012341225],"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":[0.000033485903,0.000018815519,0.9939871,0.000026321994,0.0000518616,0.00001690166,0.0014864454,9.895064e-7,0.0024743893,0.00010752651,0.0004049379,0.0013912529],"study_design_scores_gemma":[0.00040312056,0.00006046012,0.9930873,0.00004795496,0.000327027,0.000007141978,0.00346043,0.00009128619,0.00026990674,0.00038074123,0.0017935262,0.000071105555],"about_ca_topic_score_codex":0.013524153,"about_ca_topic_score_gemma":0.00088999415,"teacher_disagreement_score":0.035086084,"about_ca_system_score_codex":0.000023032655,"about_ca_system_score_gemma":0.000013231306,"threshold_uncertainty_score":0.99304485},"labels":[],"label_agreement":null},{"id":"W1132783058","doi":"","title":"Electro-Thermal Mechanical Modeling of Microbolometer for Reliability Analysis","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Sensor Technologies Research","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":"Canadian Space Agency","keywords":"Microbolometer; Reliability (semiconductor); Thermal; Thermal analysis; Reliability engineering; Engineering physics; Engineering; Materials science; Mechanical engineering; Electrical engineering; Physics; Bolometer; Thermodynamics; Detector","score_opus":0.01017335651965084,"score_gpt":0.22310882872918425,"score_spread":0.2129354722095334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1132783058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98995084,0.000053710723,0.009200655,0.000047826095,0.0000850576,0.0003303372,0.0000878813,0.00017674995,0.000066933906],"genre_scores_gemma":[0.9290495,0.00012414464,0.051223088,9.355729e-7,0.000014549593,0.0000019675904,0.0004638041,0.000055428955,0.019066596],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988801,0.000019946427,0.00018999104,0.00033516862,0.00021787152,0.00035692166],"domain_scores_gemma":[0.9989212,0.00006854821,0.00010366482,0.0005409476,0.00031235296,0.00005327887],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001442665,0.00021657774,0.0006382579,0.00067064416,0.00006714374,0.000005914635,0.0005499151,0.000669039,0.00007835459],"category_scores_gemma":[0.00006268709,0.0002578983,0.00043727888,0.00051268784,0.00006865931,0.00011103191,0.000050398517,0.0005955089,0.0000037705336],"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":[0.00025491047,0.000040288593,0.000031976866,0.0005945026,0.0007151235,0.0000030389608,0.0033231,0.15571006,0.8372645,0.000053856264,0.000048546426,0.0019600922],"study_design_scores_gemma":[0.00056107447,0.00016013229,0.00014593801,0.000045150435,0.0009182399,4.6940826e-7,0.015141801,0.6352645,0.34670576,0.00050662603,0.00009968119,0.00045060072],"about_ca_topic_score_codex":0.0016381519,"about_ca_topic_score_gemma":0.006434574,"teacher_disagreement_score":0.49055874,"about_ca_system_score_codex":0.000094926465,"about_ca_system_score_gemma":0.000024527795,"threshold_uncertainty_score":0.9999873},"labels":[],"label_agreement":null},{"id":"W1134540949","doi":"","title":"Investigating the Application of Opposition-Based Ideas to Ant Algorithms","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":31,"is_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":"Travelling salesman problem; Artificial intelligence; Ant colony optimization algorithms; Computer science; Machine learning; Opposition (politics); Ant colony; Algorithm; Mathematical optimization; Mathematics","score_opus":0.017446497090912904,"score_gpt":0.26927330726046056,"score_spread":0.25182681016954767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1134540949","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":[0.093094096,0.00005779778,0.902699,0.0023495327,0.00025009984,0.0009688914,0.000037469705,0.00008822546,0.00045491825],"genre_scores_gemma":[0.03711277,0.000027473812,0.90435904,0.00018419477,0.00008005738,0.000006238505,0.0006141536,0.000045656576,0.0575704],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979549,0.00014335656,0.00026486767,0.00047001563,0.00088467327,0.0002821932],"domain_scores_gemma":[0.99750125,0.00021891516,0.00045852867,0.00080210983,0.00083497714,0.00018421117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007631443,0.00020028173,0.0003387388,0.0005470635,0.00026109177,0.000049649305,0.0016391176,0.00018219757,0.00003633278],"category_scores_gemma":[0.000102484584,0.00019549874,0.00012658184,0.001132507,0.00012520578,0.00019423463,0.00015584988,0.0002605226,0.000042621385],"study_design_candidate":"simulation_or_modeling","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":[0.00027023116,0.0009832451,0.0010803974,0.0028367175,0.0006743574,0.00009620698,0.3284876,0.09118707,0.06889304,0.040492944,0.00739425,0.45760393],"study_design_scores_gemma":[0.0007425738,0.00024384899,0.0040210523,0.00030328208,0.00009272698,0.0000026977873,0.01903699,0.9493243,0.024271747,0.00085428,0.00058975146,0.0005167339],"about_ca_topic_score_codex":0.012243724,"about_ca_topic_score_gemma":0.0030484088,"teacher_disagreement_score":0.85813725,"about_ca_system_score_codex":0.00009287177,"about_ca_system_score_gemma":0.0003241396,"threshold_uncertainty_score":0.9943338},"labels":[],"label_agreement":null},{"id":"W1136855870","doi":"","title":"The influence of community belonging on physical activity","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Sociology; Geography","score_opus":0.014471185568777337,"score_gpt":0.28571596381773645,"score_spread":0.2712447782489591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1136855870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99455094,0.000021278884,4.1604275e-7,0.000962515,0.00035438835,0.00019812402,0.000023308872,0.000029285258,0.0038597258],"genre_scores_gemma":[0.9118492,0.000035638895,0.00001418638,0.000020529775,0.00003053147,6.7994563e-7,0.000026315076,0.000013085022,0.088009834],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99895567,0.00030140774,0.00008407597,0.00015984847,0.00020965832,0.0002893604],"domain_scores_gemma":[0.9983829,0.00049883284,0.00032957576,0.00057489885,0.00015574675,0.00005800071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003126164,0.00018013269,0.00038240402,0.00010267539,0.00088482606,0.0000061661026,0.0005115704,0.00025419582,0.000022190383],"category_scores_gemma":[0.000050609087,0.00016063667,0.00013862015,0.00013237588,0.00027554287,0.00006213517,0.00006722146,0.0012358263,0.000056230292],"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":[0.001464422,0.00083062693,0.0017284657,0.0005741806,0.00038303007,0.000014230485,0.9324525,0.00004844285,0.0047747293,0.0046272487,0.0027840019,0.050318103],"study_design_scores_gemma":[0.0006424074,0.00044329235,0.7716956,0.00020770733,0.00012875245,8.5225844e-7,0.22322097,0.000009571228,0.0013722079,0.0005738043,0.0014352197,0.00026961995],"about_ca_topic_score_codex":0.106788605,"about_ca_topic_score_gemma":0.0659958,"teacher_disagreement_score":0.76996714,"about_ca_system_score_codex":0.0000315127,"about_ca_system_score_gemma":0.000055873454,"threshold_uncertainty_score":0.95104736},"labels":[],"label_agreement":null},{"id":"W1137695082","doi":"","title":"Analysis of a Mechanically Ventilated Multiple-skin Facade with Between-the-Panes Venetian Blinds","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort Optimization","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; University of Waterloo; Concordia University","keywords":"Facade; Medicine; Architectural engineering; Engineering; Structural engineering","score_opus":0.006027745104537089,"score_gpt":0.1768323562368841,"score_spread":0.170804611132347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1137695082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986614,0.00008393797,0.00086215016,0.00003823861,0.000052377356,0.00010850447,0.000033494787,0.00008688082,0.00007300119],"genre_scores_gemma":[0.9883592,0.00010987641,0.0012205705,0.0000024968217,0.000014317447,3.6560843e-7,0.0013255896,0.00002507315,0.008942477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999226,0.000026108546,0.00015258521,0.00019586894,0.00022941269,0.00017006429],"domain_scores_gemma":[0.9993701,0.0000306816,0.0001817752,0.00027109982,0.000097643475,0.000048697544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075879034,0.0001976407,0.00046648708,0.0004648922,0.00008318732,0.000009063578,0.00033496684,0.00032297705,0.000035640136],"category_scores_gemma":[0.000003424569,0.00019024115,0.00020093194,0.00084065116,0.00003331287,0.00008263306,0.000014654104,0.00022124771,7.8039625e-7],"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":[0.00016766204,0.000035171768,0.0018944368,0.00014229584,0.0027500244,0.000007856387,0.011437835,0.9777083,0.0016321813,0.00004164107,0.00005428314,0.00412834],"study_design_scores_gemma":[0.0027848382,0.0008006828,0.2594728,0.0011951557,0.022476036,0.0000031953457,0.039330315,0.6081217,0.06281079,0.00013804334,0.0007286579,0.0021377765],"about_ca_topic_score_codex":0.004390882,"about_ca_topic_score_gemma":0.037661042,"teacher_disagreement_score":0.36958656,"about_ca_system_score_codex":0.000033208726,"about_ca_system_score_gemma":0.00002253926,"threshold_uncertainty_score":0.9798991},"labels":[],"label_agreement":null},{"id":"W1146948018","doi":"","title":"Vibration characterisation of aluminium pedestrian bridges","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Pedestrian; Aluminium; Vibration; Structural engineering; Engineering; Materials science; Acoustics; Transport engineering; Physics; Metallurgy","score_opus":0.0063227501360792,"score_gpt":0.17655378293196877,"score_spread":0.17023103279588958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1146948018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966866,0.000042149415,0.0022481931,0.00005273822,0.00037828786,0.00009339036,0.000028569782,0.00012707575,0.0003430066],"genre_scores_gemma":[0.9729161,0.00013144466,0.00053728756,0.0000020718007,0.000051363924,2.754992e-7,0.0012724785,0.000026973117,0.025061982],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936634,0.000020188396,0.00016693675,0.00015142812,0.00017746678,0.00011761015],"domain_scores_gemma":[0.99947155,0.000017544067,0.00016649193,0.0001954083,0.000099956,0.00004902764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005604606,0.00017672239,0.000356239,0.00030232166,0.000043209988,0.0000112313,0.0001526336,0.0002216758,0.00016848749],"category_scores_gemma":[0.000007958542,0.00021880705,0.00014762075,0.00016160625,0.000028274118,0.0001742146,0.000007844457,0.00012223756,0.00001632357],"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":[0.00038992084,0.000082419036,0.00092171936,0.008501874,0.0016613373,0.000013291744,0.16491236,0.21631531,0.5332864,0.0009942624,0.0048860232,0.068035066],"study_design_scores_gemma":[0.0017610282,0.00027136828,0.17705543,0.0007406067,0.0011358971,0.0000039689044,0.10303467,0.44886905,0.2636152,0.000077858575,0.0018678728,0.0015670501],"about_ca_topic_score_codex":0.0037705016,"about_ca_topic_score_gemma":0.0047980887,"teacher_disagreement_score":0.2696712,"about_ca_system_score_codex":0.00004231439,"about_ca_system_score_gemma":0.000018106406,"threshold_uncertainty_score":0.89226925},"labels":[],"label_agreement":null},{"id":"W1161489750","doi":"","title":"Spiking the Line: A Megaregional Growth Plan for the Windsor/Quebec Corridor","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"French Urban and Social 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":"Windsor; Line (geometry); Plan (archaeology); Geography; Cartography; Operations research; Engineering; Archaeology; Biology; Ecology; Mathematics","score_opus":0.02450193725548419,"score_gpt":0.2235689575610138,"score_spread":0.1990670203055296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1161489750","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":[0.91960484,0.002552909,0.00008904399,0.04443955,0.006763716,0.0025900926,0.00022456846,0.0001854936,0.023549777],"genre_scores_gemma":[0.118450284,0.00060485123,0.0001632885,0.00009883883,0.00091778266,0.000004620747,0.00016618759,0.000021049833,0.8795731],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99883175,0.00007806457,0.000095697986,0.00023286072,0.0004440732,0.0003175316],"domain_scores_gemma":[0.99873096,0.00044967033,0.00025289322,0.00017086143,0.0003317844,0.00006383069],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039239597,0.00017672646,0.0002737882,0.00006389174,0.0028480422,0.000064428044,0.0008004408,0.00033373208,0.00013673537],"category_scores_gemma":[0.0001389586,0.00012938098,0.00028274496,0.0001773936,0.000687114,0.00012319219,0.00005004068,0.00038765787,0.000012187168],"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":[0.00014233956,0.00003992298,0.00026098642,0.000070175374,0.00023449065,0.0000046288897,0.8959953,0.000003234148,0.000064857355,0.04693197,0.052756626,0.003495434],"study_design_scores_gemma":[0.000418831,0.00005376094,0.006784641,0.00007653071,0.00028711822,2.395079e-7,0.79239863,0.000041954605,0.000044656117,0.0017237829,0.19789952,0.00027033762],"about_ca_topic_score_codex":0.68913233,"about_ca_topic_score_gemma":0.970375,"teacher_disagreement_score":0.8560233,"about_ca_system_score_codex":0.00009724664,"about_ca_system_score_gemma":0.0002978242,"threshold_uncertainty_score":0.9984501},"labels":[],"label_agreement":null},{"id":"W1163862754","doi":"","title":"Mehrfache Migration: Zum Zusammenhang zwischen Mehrsprachigkeit, Lebenswelten und Identitätskonstruktion","year":2007,"lang":"de","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Political science","score_opus":0.014422135597835216,"score_gpt":0.2696741614585457,"score_spread":0.2552520258607105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1163862754","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":[0.98616666,0.0016132283,0.0012963802,0.002509716,0.0022756548,0.0010097795,0.00011541976,0.00013504762,0.004878142],"genre_scores_gemma":[0.19997881,0.0037648275,0.004094315,0.00007460738,0.0009364436,0.0000026525693,0.004392456,0.00006957292,0.7866863],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954584,0.0005992058,0.0006450649,0.000981475,0.001518101,0.0007977186],"domain_scores_gemma":[0.9964445,0.00015572106,0.0013210162,0.0005665829,0.001150883,0.0003612635],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001488698,0.00064924377,0.000841381,0.00085420336,0.0018610224,0.00024387996,0.0008817145,0.0013153257,0.0025156757],"category_scores_gemma":[0.00014781937,0.00076800736,0.0005960617,0.0010519915,0.000577253,0.0019294908,0.000086553264,0.0007255169,0.0012808136],"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":[0.0005367432,0.00044480132,0.0035436028,0.0004017258,0.0008384486,0.000040731462,0.9443163,0.000060277973,0.008700985,0.013243633,0.017604737,0.010268001],"study_design_scores_gemma":[0.0013306218,0.00047661987,0.008119507,0.0006017026,0.002095301,0.0000030288,0.8965934,0.0012705588,0.0059544616,0.0008984389,0.08124294,0.0014134126],"about_ca_topic_score_codex":0.31265372,"about_ca_topic_score_gemma":0.8614773,"teacher_disagreement_score":0.7861878,"about_ca_system_score_codex":0.000562151,"about_ca_system_score_gemma":0.0005220056,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W1164216906","doi":"","title":"The Best of Both Worlds: Combining Information-Theoretic and Computational Private Information Retrieval for Communication Efficiency","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptography and Data 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":"University of Waterloo","keywords":"Computer science; Protocol (science); Server; Private information retrieval; Scheme (mathematics); Computer network; Database; Distributed computing; Computer security","score_opus":0.0056299108367909865,"score_gpt":0.19889422961830752,"score_spread":0.19326431878151654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1164216906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8153131,0.00021183491,0.18168087,0.0008215451,0.0002957523,0.00091735116,0.00017206147,0.00007198445,0.00051552913],"genre_scores_gemma":[0.922718,0.00062838156,0.07104444,0.00006062734,0.000015155652,0.0000027667002,0.004816436,0.000012530856,0.0007016603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899447,0.00008075972,0.0003004464,0.00013050156,0.0003295503,0.00016429392],"domain_scores_gemma":[0.9978746,0.00037339574,0.00078858127,0.00047663593,0.00043491487,0.000051863575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006259646,0.00014986507,0.00023789103,0.00029794197,0.00060729706,0.00014026601,0.0009859185,0.00013606399,0.0000029488958],"category_scores_gemma":[0.000076454584,0.000146308,0.00009947579,0.00034720392,0.00024644256,0.0017843448,0.00017355745,0.00016747986,0.000005155848],"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":[0.00034557894,0.00006072195,0.0003047211,0.00074125896,0.00007550041,1.1197732e-7,0.124291256,0.00051604107,0.000024739535,0.8606395,0.0005106514,0.01248991],"study_design_scores_gemma":[0.009462779,0.002036962,0.027273858,0.0022198833,0.0005812004,0.000012432437,0.23385127,0.4679772,0.0011784596,0.22710021,0.026214538,0.0020912183],"about_ca_topic_score_codex":0.00094771595,"about_ca_topic_score_gemma":0.00086727133,"teacher_disagreement_score":0.6335393,"about_ca_system_score_codex":0.000022911512,"about_ca_system_score_gemma":0.00007209079,"threshold_uncertainty_score":0.5966267},"labels":[],"label_agreement":null},{"id":"W1164865416","doi":"","title":"The water-sediment interactions for Hyalella azteca exposed to uranium-spiked or contaminated sediments and different overlying water chemistries","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radioactive element chemistry and processing","field":"Chemistry","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; University of Waterloo","keywords":"Hyalella azteca; Sediment; Uranium; Environmental chemistry; Contamination; Environmental science; Geology; Chemistry; Ecology; Geomorphology; Biology; Amphipoda; Metallurgy","score_opus":0.014185221207121602,"score_gpt":0.23314354463551457,"score_spread":0.21895832342839297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1164865416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745774,0.00007415178,0.000019104618,0.00095384155,0.00020287542,0.00038353127,0.00009631457,0.00006816097,0.00074430654],"genre_scores_gemma":[0.5891451,0.00008307327,0.0001215747,0.000017162754,0.0000788334,0.000009801784,0.0015718075,0.000034606368,0.40893802],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99822557,0.000021900634,0.00029213107,0.00058085134,0.00031738353,0.00056214863],"domain_scores_gemma":[0.99888295,0.00012796311,0.00023190533,0.00034354575,0.00023617662,0.00017747718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012999099,0.00047884785,0.0005177138,0.00007878167,0.0010786674,0.00014051421,0.0004180791,0.00028006948,0.0005252943],"category_scores_gemma":[0.000019025627,0.00029401502,0.00018006329,0.000057122135,0.000102856095,0.00021731542,0.000083987856,0.0003322158,0.000006363984],"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":[0.0027198244,0.00009117017,0.000041311618,0.0009528016,0.00035280385,0.000013419241,0.038928006,0.000003811232,0.9478993,0.000002178907,0.0006646885,0.008330721],"study_design_scores_gemma":[0.001560529,0.00012455243,0.00006191673,0.000468494,0.00030152578,0.000004746032,0.076601565,0.00006333078,0.91068953,0.000034335637,0.009657535,0.00043192488],"about_ca_topic_score_codex":0.0005629312,"about_ca_topic_score_gemma":0.0019102729,"teacher_disagreement_score":0.4083126,"about_ca_system_score_codex":0.000235265,"about_ca_system_score_gemma":0.000041536616,"threshold_uncertainty_score":0.9999512},"labels":[],"label_agreement":null},{"id":"W1170082652","doi":"","title":"Italiani Brava Gente? The Italian occupation of southeastern France in the Second World War, 1940-1943","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Italian Fascism and Post-war 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 Waterloo","keywords":"World War II; Geography; First world war; History; Ancient history; Archaeology","score_opus":0.014189843371267167,"score_gpt":0.22709850967613754,"score_spread":0.21290866630487038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1170082652","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":[0.98012495,0.00028039594,0.000002584191,0.0009549157,0.0007295719,0.00057680986,0.00019494686,0.000022040354,0.017113786],"genre_scores_gemma":[0.4273571,0.00005735649,0.000062273015,0.00007512766,0.000063923915,9.2147604e-7,0.00015558946,0.000014219237,0.5722135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99819005,0.00036334153,0.0002125281,0.0003081654,0.0005707798,0.00035513053],"domain_scores_gemma":[0.99876153,0.000089314985,0.00046697294,0.0004340487,0.00018299578,0.0000651581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007447883,0.00022283233,0.0003388957,0.00016327554,0.0005789979,0.000031576306,0.0011607907,0.00028748842,0.0008696377],"category_scores_gemma":[0.000019059667,0.00018290813,0.00029579873,0.000546364,0.0004899851,0.0003254613,0.000045811732,0.00034425766,0.000099503646],"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":[0.00007453955,0.00007141831,0.011291998,0.00016436202,0.000060423692,0.0000075460484,0.98213786,9.497432e-7,0.00006268221,0.0009619392,0.0043165404,0.00084972935],"study_design_scores_gemma":[0.00037971212,0.000051645395,0.061479595,0.0001729877,0.000094708455,4.2617876e-7,0.9182979,0.000006671072,0.0001666548,0.000482862,0.01860636,0.00026051572],"about_ca_topic_score_codex":0.13314033,"about_ca_topic_score_gemma":0.7475053,"teacher_disagreement_score":0.614365,"about_ca_system_score_codex":0.000031666317,"about_ca_system_score_gemma":0.00016605435,"threshold_uncertainty_score":0.9521923},"labels":[],"label_agreement":null},{"id":"W1173828761","doi":"","title":"Planning for Urban Agriculture in Canadian Cities","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological 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":"Agriculture; Environmental planning; Geography; Urban planning; Regional science; Environmental resource management; Engineering; Environmental science; Civil engineering; Archaeology","score_opus":0.01280355698260363,"score_gpt":0.19304100732821294,"score_spread":0.1802374503456093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1173828761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99628824,0.00042041685,3.3619823e-8,0.0008873803,0.0001481661,0.0004693427,0.00022127107,0.0000277241,0.0015374173],"genre_scores_gemma":[0.6243811,0.000013708575,0.000051583236,0.000022971919,0.000112932816,0.0000021908602,0.0034742884,0.0000015565646,0.3719396],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.998895,0.000043497388,0.00011668038,0.00032869462,0.00017684343,0.00043931638],"domain_scores_gemma":[0.99920887,0.000048300215,0.00012551172,0.000056543387,0.00032785014,0.00023290471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018643639,0.00021043474,0.000354558,0.00005786665,0.00019486553,0.000026677759,0.00034408644,0.00044019302,0.00009751101],"category_scores_gemma":[0.000031701245,0.00009749539,0.00015639742,0.00028490796,0.000038867252,0.000139272,0.000020523205,0.00019827097,0.000005996331],"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":[0.00075591996,0.000244966,0.12934813,0.00069204444,0.00017364517,0.00016837537,0.3768052,0.00007304982,0.01601075,0.000860443,0.46702835,0.007839117],"study_design_scores_gemma":[0.0003354771,0.00026632615,0.28032264,0.00014209242,0.00006541447,0.000001369113,0.61423206,0.000013796081,0.00017390795,0.0007028891,0.10326211,0.00048191994],"about_ca_topic_score_codex":0.87625796,"about_ca_topic_score_gemma":0.99425435,"teacher_disagreement_score":0.3719071,"about_ca_system_score_codex":0.00027573615,"about_ca_system_score_gemma":0.000117319134,"threshold_uncertainty_score":0.39757463},"labels":[],"label_agreement":null},{"id":"W1173968672","doi":"","title":"Building the Iron Horse: The Evolving Transportation and Land Use Planning Philosophy towards Calgary's Light Rail Transit System","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Transit (satellite); Light rail transit; Transport engineering; Light rail; Rail transit; Land use; Transportation planning; Environmental planning; Engineering; Geography; Business; Civil engineering; Public transport","score_opus":0.015636355829087477,"score_gpt":0.22695156677907727,"score_spread":0.21131521094998978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1173968672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545944,0.00064087275,0.000067342604,0.0019818693,0.0003033758,0.00062244304,0.000035075478,0.00008144554,0.00080815144],"genre_scores_gemma":[0.97300035,0.00008803031,0.00022131517,0.000012155479,0.000114532486,0.0000017530249,0.00015031364,0.000019970767,0.02639161],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998454,0.0001703765,0.00018936273,0.0003819881,0.0004962126,0.0003080689],"domain_scores_gemma":[0.99910504,0.000087119326,0.00028027696,0.00024882675,0.00017538697,0.00010334652],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004437853,0.00024091383,0.00035039897,0.000106740285,0.0013867641,0.0001522463,0.0005097071,0.00032036085,0.00007982238],"category_scores_gemma":[0.000010467699,0.00017893239,0.00017180403,0.00023216102,0.0002654957,0.000804057,0.000008262242,0.0003589152,0.000003659102],"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":[0.00022748219,0.000040981347,0.040074166,0.00094924035,0.00014864652,0.000042004453,0.95245767,0.000048029233,0.0008682796,0.0030114711,0.00044055944,0.0016914669],"study_design_scores_gemma":[0.0007330779,0.00007080858,0.5464602,0.0010893601,0.0008009962,6.469976e-7,0.44757944,0.00026738222,0.00024749734,0.0004488354,0.0017269894,0.0005747292],"about_ca_topic_score_codex":0.2322617,"about_ca_topic_score_gemma":0.17412893,"teacher_disagreement_score":0.5063861,"about_ca_system_score_codex":0.000089396446,"about_ca_system_score_gemma":0.0001126085,"threshold_uncertainty_score":0.9999133},"labels":[],"label_agreement":null},{"id":"W1177774514","doi":"","title":"Defragmenting Identity in the Life Narratives of Iraqi North American Women","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Socioeconomic Development in MENA","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":"Narrative; Identity (music); Gender studies; History; Genealogy; Ancient history; Sociology; Art; Literature; Aesthetics","score_opus":0.01113377259409067,"score_gpt":0.24436867854607236,"score_spread":0.23323490595198168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1177774514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948609,0.00002118979,0.0000027718716,0.00077534735,0.00022131663,0.00026482975,0.000007403138,0.000017560118,0.0038286725],"genre_scores_gemma":[0.94504595,0.000118566975,0.0006048465,0.000049857692,0.00004546343,0.0000017276085,0.000074493895,0.0000114324375,0.054047637],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984304,0.00040517436,0.00018765262,0.00024767366,0.00040702568,0.00032211666],"domain_scores_gemma":[0.99884534,0.00011652367,0.0006660702,0.00019410436,0.00010511367,0.00007287368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011323043,0.00014561969,0.0004201507,0.00021644779,0.00036965453,0.000030899362,0.0008674091,0.000101402045,0.00018154964],"category_scores_gemma":[0.0000920868,0.00015523074,0.00009552804,0.00044140941,0.0004736031,0.00034165266,0.00005133986,0.0002121007,0.000026665151],"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":[0.00003165174,0.00003923045,0.0480427,0.00007310302,0.00006816395,0.000002177048,0.94954425,0.0000049164305,0.000021928383,0.0005730327,0.00031809998,0.0012807216],"study_design_scores_gemma":[0.00016559988,0.00002745983,0.20108955,0.00003510577,0.000017461562,2.9682846e-8,0.7973696,0.0000017540684,0.000007471789,0.00025676412,0.00090059906,0.00012862652],"about_ca_topic_score_codex":0.109747134,"about_ca_topic_score_gemma":0.6979684,"teacher_disagreement_score":0.58822125,"about_ca_system_score_codex":0.0002111114,"about_ca_system_score_gemma":0.0002566809,"threshold_uncertainty_score":0.89618117},"labels":[],"label_agreement":null},{"id":"W1179624981","doi":"","title":"Gender Differences in Engineering Education: An Exploratory Study","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Career Development and Diversity","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":"Earnings; Preference; Population; Exploratory research; Psychology; Sample (material); Gender gap; Social psychology; Demographic economics; Sociology; Demography; Social science","score_opus":0.02656115850087787,"score_gpt":0.23509849656928106,"score_spread":0.2085373380684032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1179624981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967328,0.000038910504,6.521164e-7,0.00006933093,0.0009904152,0.00029947193,0.0000046732644,0.000047788533,0.0018159858],"genre_scores_gemma":[0.89664245,0.00004514115,0.00021177033,0.0000041491567,0.0000682358,7.4504277e-7,0.000098774675,0.000008128171,0.10292059],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989687,0.00008437357,0.00008098517,0.00027963935,0.00038540154,0.00020085332],"domain_scores_gemma":[0.99942327,0.000021084355,0.00010249099,0.00016611286,0.00016672986,0.00012033723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000278934,0.00014292213,0.0002437946,0.0003691325,0.00028419684,0.000036879126,0.00045699204,0.000249343,0.00039456543],"category_scores_gemma":[0.000017826877,0.0001861,0.00005646074,0.00025893026,0.00005882582,0.00045724705,0.00004820601,0.0002726047,0.00002031222],"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":[0.000029008,0.00025255434,0.099056125,0.000053034957,0.000023512963,0.00001102082,0.8991845,7.247633e-7,0.00008668464,0.00022923207,0.00019726291,0.0008762928],"study_design_scores_gemma":[0.00018064164,0.00002466219,0.23704596,0.000030667827,0.00003102341,4.225239e-8,0.7621581,0.0000027430137,0.000013826313,0.000036446494,0.000300912,0.00017500788],"about_ca_topic_score_codex":0.08527658,"about_ca_topic_score_gemma":0.8013547,"teacher_disagreement_score":0.7160781,"about_ca_system_score_codex":0.000111243186,"about_ca_system_score_gemma":0.0006787366,"threshold_uncertainty_score":0.92081463},"labels":[],"label_agreement":null},{"id":"W1181491422","doi":"","title":"Path Tableaux and the Combinatorics of the Immanant Function","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Combinatorial Mathematics","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 Waterloo; Government of Ontario","keywords":"Generalization; Algebraic combinatorics; Class (philosophy); Mathematics; Combinatorics; Algebraic number; Combinatorial explosion; Path (computing); Algebra over a field; Combinatorial algorithms; Function (biology); Combinatorial principles; Computer science; Pure mathematics","score_opus":0.010818491263769691,"score_gpt":0.20522695100425226,"score_spread":0.19440845974048257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1181491422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99639827,0.00020170688,0.00012524956,0.0003122063,0.0011296403,0.0008909442,0.000012736912,0.00003532208,0.0008938957],"genre_scores_gemma":[0.5263482,0.00040128312,0.0020137788,0.000012130358,0.000051274757,0.000004297364,0.000039167084,0.000083774394,0.47104612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99879026,0.00012750781,0.00023707915,0.00022044737,0.00042943872,0.00019524357],"domain_scores_gemma":[0.99771804,0.00035068797,0.00090064295,0.0006484848,0.0003382917,0.00004382687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029744502,0.0002457924,0.0006004485,0.00008250269,0.0002580895,0.00001561437,0.0005289402,0.00025421125,0.000047501886],"category_scores_gemma":[0.00016782677,0.00016346137,0.00019614155,0.00023404133,0.00026652185,0.00014700273,0.00016698278,0.00032656465,0.0000072364833],"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":[0.0003215359,0.00016792261,0.000054224092,0.002177774,0.00025522136,0.0000021707028,0.069690995,0.000004529244,0.0008076456,0.92330253,0.0027526324,0.000462787],"study_design_scores_gemma":[0.002276619,0.0001102985,0.00052848185,0.0005410162,0.00075287133,0.0000022476968,0.10618755,0.00032134523,0.0011543537,0.88759536,0.00026780806,0.00026206725],"about_ca_topic_score_codex":0.003395436,"about_ca_topic_score_gemma":0.00135649,"teacher_disagreement_score":0.47015223,"about_ca_system_score_codex":0.000059038382,"about_ca_system_score_gemma":0.000064849206,"threshold_uncertainty_score":0.66657615},"labels":[],"label_agreement":null},{"id":"W1183078413","doi":"","title":"Responses to Youth Crime in Canada: An Examination of the Micro and Macro Processes Associated with the Tough-on-Crime Legislation","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crime Patterns and Interventions","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":"BC Cancer Agency; National Strength and Conditioning Association; Diamond V","keywords":"Legislation; Political science; Criminology; Legitimacy; Government (linguistics); Law; Sociology; Politics","score_opus":0.03082403408604481,"score_gpt":0.2612884169928068,"score_spread":0.230464382906762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1183078413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969331,0.00003976389,9.047516e-7,0.0010812964,0.00008660162,0.00037547122,0.00015172758,0.000007708607,0.0013234178],"genre_scores_gemma":[0.9273135,0.000010444991,0.000012208858,0.00001822106,0.0000126164605,6.952821e-7,0.00010118078,0.000007994914,0.072523154],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99881697,0.00033747352,0.00009968962,0.00019017354,0.00040358366,0.00015210929],"domain_scores_gemma":[0.9989917,0.00008621867,0.00025347024,0.00015489921,0.00046065068,0.00005306297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046008048,0.00011119639,0.00018076025,0.00012945427,0.00028807146,0.00002637481,0.00031301432,0.00008993913,0.00003760905],"category_scores_gemma":[0.0001532016,0.00008478917,0.000032762557,0.00036066942,0.00011087895,0.00018377654,0.000028456468,0.00012439761,7.344846e-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":[0.00030222122,0.0001053228,0.010650272,0.00007532812,0.00005233774,0.000003285096,0.9852985,0.000020492214,0.0005430133,0.00009761157,0.0014732337,0.00137835],"study_design_scores_gemma":[0.00019116607,0.00010974847,0.40441465,0.00027684832,0.00006119292,8.552413e-8,0.5941697,0.0000044177204,0.00055087375,0.000015747339,0.00011412126,0.000091446775],"about_ca_topic_score_codex":0.97152096,"about_ca_topic_score_gemma":0.9989959,"teacher_disagreement_score":0.39376438,"about_ca_system_score_codex":0.00036251507,"about_ca_system_score_gemma":0.0011227137,"threshold_uncertainty_score":0.34576023},"labels":[],"label_agreement":null},{"id":"W1185870601","doi":"","title":"Frequency Analysis of Droughts Using Stochastic and Soft Computing Techniques","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrology and Drought Analysis","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":"Bivariate analysis; MATLAB; Econometrics; Computer science; Mathematics; Statistics","score_opus":0.006808898332167172,"score_gpt":0.211161945194847,"score_spread":0.20435304686267983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1185870601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99816597,0.000033235963,0.0012212382,0.00003088594,0.000040338316,0.00009611796,0.000015426476,0.00003600116,0.00036077827],"genre_scores_gemma":[0.97945654,0.0000125260885,0.009010953,0.000006017448,0.000009765056,6.985959e-8,0.00013844606,0.000013246116,0.011352462],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990426,0.000050300827,0.00015582316,0.0003542728,0.00021407916,0.00018297743],"domain_scores_gemma":[0.9992242,0.000042740456,0.00039096636,0.00024654728,0.000030825322,0.000064762426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017587154,0.00017730067,0.00056229864,0.0003943465,0.00020670211,0.0000064113883,0.0002599688,0.00038274084,0.00052664464],"category_scores_gemma":[0.000012144486,0.00019959442,0.0002117325,0.0006441073,0.00031450315,0.00015708077,0.000099750854,0.00025704215,0.0000079367765],"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":[0.0002811606,0.00048595888,0.17542484,0.00044657566,0.0067260773,0.00011512198,0.33681583,0.024728026,0.4363516,0.00029420634,0.00018206288,0.01814854],"study_design_scores_gemma":[0.0015944354,0.000557673,0.32492155,0.0005877961,0.054001354,0.000019723553,0.12647963,0.4571295,0.026673792,0.0045743366,0.0001209636,0.0033392664],"about_ca_topic_score_codex":0.09155787,"about_ca_topic_score_gemma":0.1734207,"teacher_disagreement_score":0.43240148,"about_ca_system_score_codex":0.00004504182,"about_ca_system_score_gemma":0.000015455807,"threshold_uncertainty_score":0.91449153},"labels":[],"label_agreement":null},{"id":"W129976106","doi":"","title":"Assigning Closely Spaced Targets to Multiple Autonomous Underwater Vehicles","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":26,"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 Waterloo","funders":"","keywords":"Turning radius; Kinematics; Underwater; Constant (computer programming); Task (project management); Computer science; Mathematical optimization; Algorithm; Path (computing); Constant curvature; Curvature; Control theory (sociology); Mathematics; Engineering; Artificial intelligence; Aerospace engineering; Geometry","score_opus":0.014439750945576429,"score_gpt":0.21753179389921512,"score_spread":0.2030920429536387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W129976106","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":[0.8745829,0.00019467656,0.10288024,0.013531131,0.001080796,0.0019320151,0.000042231124,0.0010190104,0.004737007],"genre_scores_gemma":[0.18152755,0.00007518734,0.22093068,0.00024113311,0.00005146516,0.0000015710363,0.0003812706,0.000046574096,0.5967446],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99819034,0.000109224085,0.0001708159,0.00062354055,0.0004392174,0.00046685612],"domain_scores_gemma":[0.99869984,0.00004662834,0.00020798539,0.00050404744,0.00028530165,0.00025619532],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002166062,0.00028816497,0.00040998176,0.00051430723,0.00031089233,0.00013289289,0.0011553086,0.0002799196,0.00006711649],"category_scores_gemma":[0.000020642443,0.00032993837,0.00016033677,0.00040300336,0.000035553974,0.00055574154,0.00017561339,0.00028927907,0.00020661629],"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":[0.00054717413,0.00080238725,0.0011112767,0.0007179119,0.0005041599,0.00043195733,0.7321413,0.037510626,0.063616194,0.005734779,0.034153704,0.122728504],"study_design_scores_gemma":[0.012558017,0.0044589373,0.07082073,0.0025442438,0.00044414433,0.000030534302,0.21198496,0.5103595,0.11989328,0.0067823743,0.051577702,0.0085455775],"about_ca_topic_score_codex":0.006780791,"about_ca_topic_score_gemma":0.01869748,"teacher_disagreement_score":0.69305533,"about_ca_system_score_codex":0.00012790466,"about_ca_system_score_gemma":0.00017891536,"threshold_uncertainty_score":0.99991524},"labels":[],"label_agreement":null},{"id":"W1424754573","doi":"","title":"Emotional and Social Developmental Benefits of Summer Camp for Children: Examining the relationship between social capital and emotional intelligence","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Youth Development and Social Support","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":"University of Waterloo","keywords":"Social emotional learning; Emotional intelligence; Psychology; Social capital; Developmental psychology; Summer camp; Social psychology; Sociology; Social science","score_opus":0.055985299918635406,"score_gpt":0.26052982760701326,"score_spread":0.20454452768837786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1424754573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99810445,0.00004912892,0.000012486854,0.00081815006,0.00012389288,0.00045683215,0.00015634958,0.000015651782,0.00026307575],"genre_scores_gemma":[0.95304275,0.00002878159,0.00063053163,0.0000083435725,0.00020128825,0.0000016601322,0.0010988137,0.00001301045,0.04497481],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99876946,0.00009559321,0.0001930876,0.00025915538,0.00043182628,0.00025088905],"domain_scores_gemma":[0.9990924,0.00026130653,0.00031529748,0.000035813042,0.00023485086,0.000060354407],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043182942,0.0001683521,0.00029969699,0.00013122587,0.0020449345,0.000046350804,0.00022566854,0.0003701243,0.00014872936],"category_scores_gemma":[0.000060268103,0.00018123638,0.000088311775,0.00013877489,0.0005403445,0.00031774837,0.00006081042,0.00018800018,0.0000057560665],"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":[0.000014526336,0.000013215353,0.46353656,0.00004896306,0.000082230225,1.5062885e-7,0.52258855,1.7124475e-7,0.000004769122,0.009352176,0.0002347822,0.0041239066],"study_design_scores_gemma":[0.00015736681,0.000016611277,0.71736586,0.000040608247,0.0000597082,2.0549314e-7,0.28157717,4.68339e-7,0.000010777365,0.0005946406,0.000031569693,0.00014501906],"about_ca_topic_score_codex":0.010842144,"about_ca_topic_score_gemma":0.017844005,"teacher_disagreement_score":0.2538293,"about_ca_system_score_codex":0.00008195409,"about_ca_system_score_gemma":0.00033441224,"threshold_uncertainty_score":0.9992543},"labels":[],"label_agreement":null},{"id":"W1481202711","doi":"","title":"Improving tor using a TCP-over-DTLS tunnel","year":2009,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":92,"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 Waterloo","funders":"","keywords":"Computer network; Computer science; TCP tuning; TCP acceleration; Datagram; Zeta-TCP; TCP global synchronization; Network packet; TCP Friendly Rate Control; Transmission Control Protocol","score_opus":0.011735135132755132,"score_gpt":0.19596270180868583,"score_spread":0.1842275666759307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481202711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84420955,0.000031859938,0.15478425,0.0006225911,0.000105137,0.000060088867,0.0000014091639,0.00008704893,0.00009804374],"genre_scores_gemma":[0.9581457,0.0000033160327,0.03223806,0.000092543756,0.00004269017,1.8212198e-8,0.0000014939119,0.00000469866,0.00947149],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890435,0.000044713408,0.00011948305,0.0003600291,0.00025332972,0.00031808985],"domain_scores_gemma":[0.9993645,0.000020871425,0.000161641,0.0002589051,0.00009595495,0.00009814182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019485304,0.0001417255,0.00025181452,0.00017324714,0.00019172774,0.00006981968,0.00079885125,0.000080166894,0.00005494301],"category_scores_gemma":[0.000009582696,0.00015362797,0.00018197531,0.00028834085,0.00004725335,0.00062339037,0.0001929261,0.00012916702,0.000021875012],"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":[0.00015575513,0.0007959433,0.0013868056,0.00017188274,0.0005117043,0.00081285776,0.410309,0.027880555,0.13488364,0.26135856,0.0037116886,0.15802161],"study_design_scores_gemma":[0.0004285783,0.00013504806,0.0012279863,0.00004743725,0.00004561683,0.000009308086,0.0064137923,0.9906525,0.0006153073,0.000041514093,0.0001310318,0.0002518799],"about_ca_topic_score_codex":0.006065274,"about_ca_topic_score_gemma":0.0020506626,"teacher_disagreement_score":0.96277195,"about_ca_system_score_codex":0.00007528441,"about_ca_system_score_gemma":0.00004215256,"threshold_uncertainty_score":0.91689205},"labels":[],"label_agreement":null},{"id":"W1489974902","doi":"","title":"Optical MEMS Switches: Theory, Design, and Fabrication of a New Architecture","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Semiconductor Lasers and Optical Devices","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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Microelectromechanical systems; Fabrication; Architecture; Engineering; Computer science; Computer architecture; Nanotechnology; Materials science; Medicine","score_opus":0.010664050490787327,"score_gpt":0.20457809608746427,"score_spread":0.19391404559667694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489974902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99132663,0.0006051535,0.007038099,0.00004684353,0.00017576221,0.00017928315,0.0000067444703,0.00006104685,0.0005604153],"genre_scores_gemma":[0.8452799,0.00082170777,0.043075133,0.000017109862,0.00016000579,5.81153e-7,0.0003563568,0.000111466354,0.11017777],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993612,0.0000117622885,0.00011376768,0.00018510515,0.00015948036,0.00016867938],"domain_scores_gemma":[0.9994399,0.00012749292,0.00007405213,0.00016747182,0.00007339413,0.00011771083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012996177,0.00017951429,0.00031849125,0.00019365242,0.000032568612,0.000009473736,0.00017839376,0.00028415638,0.00008953544],"category_scores_gemma":[0.00002345881,0.00018901264,0.000079262325,0.0001346338,0.00006451563,0.00008240815,0.000017336986,0.00020516703,0.000006513174],"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":[0.0011764069,0.0001347115,0.00027508344,0.0034768858,0.0009737173,0.000041309235,0.2733576,0.007280447,0.61131555,0.0025713663,0.0030320145,0.09636492],"study_design_scores_gemma":[0.0032106487,0.00080534373,0.018472461,0.0017882484,0.0018224339,0.000017765371,0.32176626,0.007685849,0.63013625,0.009711652,0.0023634573,0.002219615],"about_ca_topic_score_codex":0.0018176683,"about_ca_topic_score_gemma":0.0017269066,"teacher_disagreement_score":0.14604679,"about_ca_system_score_codex":0.00002622768,"about_ca_system_score_gemma":0.00002885491,"threshold_uncertainty_score":0.7707712},"labels":[],"label_agreement":null},{"id":"W1499646315","doi":"","title":"Walking City: The transformative role of pedestrians in public space","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Design and Spatial 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":"Transformative learning; Public space; Pedestrian; Space (punctuation); Transport engineering; Walkability; Architectural engineering; Computer science; Psychology; Engineering; Civil engineering; Built environment; Pedagogy","score_opus":0.007714758054435424,"score_gpt":0.16662215995924884,"score_spread":0.15890740190481342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499646315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99607646,0.00015175359,0.000081226455,0.0003056147,0.00010267993,0.00018478672,0.000027252863,0.000047245983,0.003022985],"genre_scores_gemma":[0.97076553,0.00017412587,0.00021156057,0.0000018275833,0.00001682724,5.131951e-7,0.0001267728,0.000020387466,0.028682476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99921596,0.0000453119,0.00015467229,0.0001434881,0.00022477265,0.00021579838],"domain_scores_gemma":[0.999467,0.00004448375,0.00012000687,0.0002276215,0.000088971035,0.0000518983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015744739,0.00019149641,0.00041199604,0.00040239745,0.00007864417,0.000017137167,0.00039596282,0.00029065367,0.00022641264],"category_scores_gemma":[0.000009486468,0.00018168632,0.00020207273,0.0004069393,0.00006464402,0.00021781637,0.000013922875,0.00048384996,0.000008516197],"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":[0.00014372409,0.00012405636,0.002762134,0.0006227657,0.00072906195,0.000023621902,0.9007749,0.0011925338,0.061184343,0.00079510413,0.00054652255,0.031101264],"study_design_scores_gemma":[0.001628172,0.00015785659,0.023293719,0.00042965,0.0008066133,0.0000029936323,0.90100425,0.029375622,0.03807188,0.0011473158,0.0030101729,0.001071772],"about_ca_topic_score_codex":0.029435612,"about_ca_topic_score_gemma":0.35260716,"teacher_disagreement_score":0.32317153,"about_ca_system_score_codex":0.00004936707,"about_ca_system_score_gemma":0.00004407758,"threshold_uncertainty_score":0.9770275},"labels":[],"label_agreement":null},{"id":"W1503602754","doi":"","title":"Geochemical Characterization and Longevity Estimates of a Permeable Reactive Barrier System Remediating a 90Sr plume","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radioactive element chemistry and processing","field":"Chemistry","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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Plume; Characterization (materials science); Permeable reactive barrier; Longevity; Environmental science; Materials science; Physics; Nanotechnology; Gerontology; Environmental remediation; Meteorology; Biology; Medicine; Ecology; Contamination","score_opus":0.0064482035471595065,"score_gpt":0.1902269005770279,"score_spread":0.1837786970298684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503602754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99811214,0.00010400058,0.00001930497,0.000027187272,0.00005028144,0.00011838784,0.00013259624,0.000053396852,0.0013827126],"genre_scores_gemma":[0.9457204,0.000055945864,0.00074895716,0.0000014025655,0.00006819452,0.0000019325219,0.0023769024,0.000030462441,0.050995838],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881774,0.000019658886,0.00021610917,0.0004292002,0.00027645487,0.00024080659],"domain_scores_gemma":[0.9985248,0.00007287647,0.00076722336,0.00023478852,0.00029034208,0.000109990644],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000105216764,0.00028361622,0.0005515671,0.000081808525,0.00017318963,0.000028235301,0.00021304566,0.00042780171,0.0003329501],"category_scores_gemma":[0.00006118534,0.00033749815,0.00010290767,0.000096569194,0.00011591534,0.00040132465,0.000055077915,0.00030905227,0.0000040970262],"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":[0.00018039609,0.000039511397,0.0031724658,0.006403041,0.00015683887,0.000008958331,0.036744144,0.0000015732498,0.95174956,0.000008662537,0.000021925598,0.0015129121],"study_design_scores_gemma":[0.0004812515,0.00001969194,0.001800025,0.0015690002,0.00028282078,0.000007179209,0.12359864,0.002090042,0.8697831,0.000013230367,0.00003848252,0.00031653716],"about_ca_topic_score_codex":0.0036208252,"about_ca_topic_score_gemma":0.00023145888,"teacher_disagreement_score":0.0868545,"about_ca_system_score_codex":0.00013612781,"about_ca_system_score_gemma":0.000090881455,"threshold_uncertainty_score":0.99990773},"labels":[],"label_agreement":null},{"id":"W1512930931","doi":"","title":"The Impact of Gaming on Rural Heritage Communities: A Case Study of Elora, Ontario","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Recreation, Leisure, Wilderness Management","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":"Geography; Environmental planning","score_opus":0.019936184774635372,"score_gpt":0.2762542955322551,"score_spread":0.25631811075761973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512930931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955042,0.000029095183,0.0000015755396,0.000024766954,0.00040517654,0.0009055694,0.00002817904,0.000023347447,0.0030780765],"genre_scores_gemma":[0.79474485,0.000012388506,0.000032920605,4.830815e-7,0.000012937335,0.0000022236088,0.00015116544,0.00002611699,0.20501693],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985884,0.00031030123,0.0002836736,0.00021580244,0.00033377326,0.00026804005],"domain_scores_gemma":[0.99755496,0.00020496955,0.0008403735,0.0010615499,0.00027727708,0.000060892355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033358554,0.00030552415,0.0006110635,0.00033321715,0.00034477838,0.000021017422,0.0006963675,0.00026677863,0.00077775307],"category_scores_gemma":[0.000005857644,0.0002720012,0.000285589,0.00017153622,0.00016602523,0.00012778207,0.00009037283,0.0005724796,0.0000152322355],"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":[0.000899047,0.0010065476,0.11154068,0.00010673142,0.0011198791,0.0003462598,0.8818931,0.00008626118,0.000087402084,0.000120634766,0.00037323442,0.0024202163],"study_design_scores_gemma":[0.0011103489,0.0011177555,0.255389,0.00011864878,0.00023171608,0.000015802838,0.7417543,0.000015456311,0.000016053787,0.000021139249,0.000043944867,0.00016585796],"about_ca_topic_score_codex":0.9773598,"about_ca_topic_score_gemma":0.98557353,"teacher_disagreement_score":0.20193885,"about_ca_system_score_codex":0.00019498754,"about_ca_system_score_gemma":0.00010454422,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W1513103481","doi":"","title":"Development of Hybrid Electromagnetic Dampers for Vehicle Suspension Systems","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magnetic and Electromagnetic Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Damper; Suspension (topology); Automotive engineering; Engineering; Structural engineering; Computer science; Mathematics","score_opus":0.005038692254708261,"score_gpt":0.19424218349703432,"score_spread":0.18920349124232605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513103481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99768,0.0009145319,0.00005137548,0.00004068727,0.0001431413,0.0006070513,0.000017842649,0.000011582013,0.00053379254],"genre_scores_gemma":[0.7922694,0.00024277969,0.0068873563,0.000010596674,0.00005899675,0.0000032137725,0.0024775986,0.0000387245,0.19801131],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988466,0.000044255485,0.00019808214,0.00039467655,0.0001965993,0.00031979906],"domain_scores_gemma":[0.9991253,0.00001402186,0.00027389126,0.00029147018,0.00021410813,0.00008118504],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014671308,0.00024149688,0.00039637313,0.000116428404,0.000114241535,0.000008075302,0.00028013255,0.0002209412,0.00002717149],"category_scores_gemma":[0.000017454482,0.00028179586,0.00015546146,0.0000718083,0.000050091043,0.0000039100746,0.00003084525,0.00009231315,0.0000042530723],"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":[0.00058475864,0.00008041357,0.000011081826,0.0005664938,0.00008346338,0.0000045699408,0.0023446046,0.000016427135,0.98902094,0.00004047927,0.0022778253,0.00496893],"study_design_scores_gemma":[0.0020600362,0.0046460414,0.0022410129,0.00030055913,0.0003022752,0.000011177998,0.014273103,0.00036271897,0.9671913,0.000031578384,0.007934934,0.00064529356],"about_ca_topic_score_codex":0.0013995377,"about_ca_topic_score_gemma":0.004953513,"teacher_disagreement_score":0.20541057,"about_ca_system_score_codex":0.000026423837,"about_ca_system_score_gemma":0.00022324765,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W1521759979","doi":"","title":"Syenite-hosted gold mineralization and hydrothermal alteration at the Young-Davidson deposit, Matachewan, Ontario","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mineralization (soil science); Geochemistry; Hydrothermal circulation; Geology; Mining engineering; Paleontology; Soil science","score_opus":0.008314008162147342,"score_gpt":0.17717725886177194,"score_spread":0.1688632506996246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521759979","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":[0.9949689,0.00018826146,0.00044367072,0.0009804085,0.00027558673,0.00026557615,0.0000067334877,0.000056992056,0.002813875],"genre_scores_gemma":[0.3552837,0.000015433969,0.000589249,0.000018994266,0.000023419529,8.6210656e-7,0.00052561006,0.000004877123,0.6435379],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99892986,0.00007624784,0.0001292973,0.0003708682,0.0002391663,0.00025453418],"domain_scores_gemma":[0.99907064,0.000026612506,0.0002617691,0.0004228058,0.000141827,0.00007636507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015948,0.00022380396,0.00022667462,0.00008347506,0.00030911958,0.00007085168,0.0005131517,0.0002546098,0.00014185654],"category_scores_gemma":[0.000007750989,0.00020854124,0.00007827937,0.00014719157,0.000059899245,0.00046240573,0.0001908191,0.00019604884,0.000026301197],"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":[0.00028793796,0.00019111716,0.049355,0.00094036496,0.0003052583,0.00009322605,0.8059712,0.0006993344,0.126107,0.0028390114,0.0076732836,0.0055372566],"study_design_scores_gemma":[0.003551975,0.00048787353,0.80015576,0.0009985744,0.0009490626,0.00028488794,0.055082776,0.030302748,0.0846807,0.00091881724,0.019693138,0.0028936877],"about_ca_topic_score_codex":0.19774829,"about_ca_topic_score_gemma":0.70534515,"teacher_disagreement_score":0.7508884,"about_ca_system_score_codex":0.00012917253,"about_ca_system_score_gemma":0.00004365185,"threshold_uncertainty_score":0.85040647},"labels":[],"label_agreement":null},{"id":"W1522929990","doi":"","title":"Suburban Intensification: cultivating place in the dispersed city","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Geography; Economic geography; Environmental planning","score_opus":0.02198561349590027,"score_gpt":0.2446021375135527,"score_spread":0.22261652401765242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522929990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747768,0.0000551779,0.000007714698,0.004408729,0.00013906608,0.00027273272,0.0000063323037,0.00004740956,0.02028604],"genre_scores_gemma":[0.64831764,0.00006720166,0.00019900924,0.000101042155,0.00005859387,2.823816e-7,0.0003476185,0.000007672603,0.35090092],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99880296,0.00022783053,0.00011568575,0.00023294377,0.0004038921,0.00021666034],"domain_scores_gemma":[0.9992489,0.000086696964,0.00022454788,0.00017916087,0.00021099228,0.00004967172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004953408,0.00012727505,0.00020631323,0.00015954205,0.00055894896,0.000050437127,0.000517414,0.00023108789,0.00027199573],"category_scores_gemma":[0.00013340647,0.00012908617,0.00008129395,0.0005356689,0.00011891587,0.00022010016,0.000012682272,0.00028721185,0.000016574439],"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":[0.000051771596,0.0000579311,0.007183484,0.000024718993,0.000014330831,0.000012534735,0.9822917,0.000015389252,0.0001809133,0.0030466393,0.0058360845,0.0012845286],"study_design_scores_gemma":[0.00023613515,0.000019941283,0.067090385,0.000115271636,0.000030175974,2.7595362e-7,0.92285335,0.00006879519,0.000033800756,0.00007897713,0.00931057,0.00016231251],"about_ca_topic_score_codex":0.12224319,"about_ca_topic_score_gemma":0.5022262,"teacher_disagreement_score":0.379983,"about_ca_system_score_codex":0.00011209411,"about_ca_system_score_gemma":0.00012496546,"threshold_uncertainty_score":0.88360184},"labels":[],"label_agreement":null},{"id":"W1527571454","doi":"","title":"Numerical Investigation of the Effects of Shrinkage and Thermal Loading on the Behaviour of Misaligned Dowels in Jointed Concrete Pavement","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geotechnical Engineering and Soil Stabilization","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":"University of Waterloo; Cement Association of Canada","keywords":"Shrinkage; Materials science; Thermal; Structural engineering; Geotechnical engineering; Composite material; Engineering; Forensic engineering","score_opus":0.0040750471643557626,"score_gpt":0.1623006547005409,"score_spread":0.15822560753618514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527571454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99941266,0.000035094537,0.000022170678,0.00005339034,0.00012570847,0.00028635058,0.0000072162475,0.000021205653,0.000036207828],"genre_scores_gemma":[0.99941885,0.00002173012,0.00006024903,0.000001801009,0.000003678034,8.4139185e-7,0.000025557041,0.00001435941,0.00045292045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99939585,0.000049805825,0.00016376429,0.00011058505,0.00018036476,0.00009966009],"domain_scores_gemma":[0.9994448,0.00011735156,0.00015124283,0.00020114776,0.000057830017,0.000027620405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356709,0.00013082514,0.00027716157,0.000104244886,0.000026907,0.0000026544965,0.00017094739,0.00020459828,0.000009886737],"category_scores_gemma":[0.00004920012,0.00010484019,0.00007777169,0.00016698868,0.00008672408,0.00003714542,0.000021663858,0.00024494538,2.582581e-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":[0.000035865003,0.000013588369,0.0020535868,0.0013937847,0.000054985416,0.0000016555823,0.03547292,0.012958757,0.9473974,0.0004013505,0.000012373327,0.00020374812],"study_design_scores_gemma":[0.0006905465,0.00018895282,0.17194928,0.0014030512,0.00012550381,3.697362e-7,0.0072985617,0.014782024,0.80330807,0.000049169237,0.0000030492488,0.00020140942],"about_ca_topic_score_codex":0.0031108393,"about_ca_topic_score_gemma":0.00071416073,"teacher_disagreement_score":0.1698957,"about_ca_system_score_codex":0.000025043018,"about_ca_system_score_gemma":0.000013923826,"threshold_uncertainty_score":0.47026792},"labels":[],"label_agreement":null},{"id":"W1529863306","doi":"","title":"The Legacy of 48 Abell: Tales From A Gentrifying Neighbourhood","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Industries and Urban 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":"Gentrification; Neighbourhood (mathematics); Economic geography; Geography; Sociology; Engineering; Mathematics; Civil engineering","score_opus":0.018212455397810648,"score_gpt":0.23341590916342572,"score_spread":0.21520345376561506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529863306","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":[0.9913306,0.00040100314,8.5920556e-7,0.0032060498,0.00078792975,0.00022284727,0.0000353766,0.00002494512,0.0039903657],"genre_scores_gemma":[0.1894868,0.0008273383,0.0002455573,0.000006232689,0.00011193003,3.072421e-7,0.00020325475,0.000010335278,0.80910826],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99891675,0.00006740382,0.00013737447,0.00020849025,0.000409669,0.0002603435],"domain_scores_gemma":[0.99902207,0.00008766454,0.0003774022,0.00018650465,0.00023565395,0.00009071272],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019221274,0.00014786974,0.00026775763,0.000060113678,0.0009967464,0.00007528947,0.0005863304,0.00040059548,0.00095934374],"category_scores_gemma":[0.000046546935,0.00012637486,0.00015697039,0.00017913236,0.00029532367,0.00023368218,0.000056805708,0.00036297497,0.000030142219],"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":[0.00020451014,0.000083417406,0.0018396867,0.00006880436,0.00035386175,0.000021241374,0.88751453,0.0000022014272,0.0045837313,0.0033186635,0.047942635,0.05406671],"study_design_scores_gemma":[0.00027867308,0.00001908156,0.008819746,0.00011424798,0.00010580429,1.4103682e-7,0.8557252,0.0000047603826,0.0014285403,0.00040024382,0.13289107,0.00021247244],"about_ca_topic_score_codex":0.48641136,"about_ca_topic_score_gemma":0.73153806,"teacher_disagreement_score":0.80511785,"about_ca_system_score_codex":0.000071078415,"about_ca_system_score_gemma":0.00028680812,"threshold_uncertainty_score":0.9999539},"labels":[],"label_agreement":null},{"id":"W1530277616","doi":"","title":"The adaptive reuse of grain elevators into housing: how policy and perspectives affect the conversion process and impact downtown revitalization","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Adaptive reuse; Downtown; Reuse; Affect (linguistics); Elevator; Process (computing); Business; Architectural engineering; Operations management; Engineering; Psychology; Geography; Computer science; Waste management","score_opus":0.02736310658403211,"score_gpt":0.22600734131851605,"score_spread":0.19864423473448395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530277616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99527144,0.00070980267,0.0000013572817,0.0025333054,0.0000667003,0.00055576407,0.000016351169,0.000019433264,0.00082585344],"genre_scores_gemma":[0.8865848,0.00092554564,0.000014995398,0.000005692376,0.00006788216,0.0000010161207,0.00010763174,0.000010980283,0.11228144],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993134,0.000099064535,0.000075465134,0.00018953466,0.000187899,0.00013462003],"domain_scores_gemma":[0.99905866,0.000072016686,0.0003071695,0.00019319158,0.00033477743,0.000034174886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549957,0.00017310912,0.00020717314,0.00012714519,0.00071314356,0.00016372901,0.00024306939,0.00007697917,0.000083670195],"category_scores_gemma":[0.00006689522,0.00010735128,0.00007886235,0.000091025526,0.00038039076,0.00060287945,0.00008429204,0.00010662785,9.638262e-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":[0.00022319621,0.000016861608,0.00040082895,0.00053289084,0.00017182496,7.9131166e-7,0.9727018,0.0000020902457,0.00029404866,0.02082932,0.0029935928,0.0018327896],"study_design_scores_gemma":[0.000293896,0.00022861332,0.009373446,0.00021282621,0.0001626523,2.3368507e-7,0.98625994,0.00026610037,0.00012220857,0.0012720817,0.0016368642,0.00017115318],"about_ca_topic_score_codex":0.057328157,"about_ca_topic_score_gemma":0.05933533,"teacher_disagreement_score":0.11145559,"about_ca_system_score_codex":0.000054763856,"about_ca_system_score_gemma":0.00003219532,"threshold_uncertainty_score":0.95782936},"labels":[],"label_agreement":null},{"id":"W1543156623","doi":"","title":"Farmers making sense out of a cartographic landscape: Like a patchwork of clothes, rather than just chunks of... parcels","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Sensemaking; Context (archaeology); Stakeholder; Interpretation (philosophy); Ambiguity; Geography; Knowledge management; Engineering; Computer science; Political science; Public relations; Archaeology","score_opus":0.02099320670522135,"score_gpt":0.24607852424104998,"score_spread":0.22508531753582864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543156623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894257,0.00048493058,0.0000056219465,0.00011615262,0.00058858586,0.00046353685,0.000084800195,0.000031161282,0.008799493],"genre_scores_gemma":[0.96021044,0.0003748217,0.00017685819,0.000004172203,0.000042304615,7.5741224e-7,0.000060480903,0.00001683216,0.039113354],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981642,0.00019689577,0.00037502134,0.00020013437,0.0006971197,0.00036662802],"domain_scores_gemma":[0.99745375,0.00009388647,0.0014613359,0.00030307518,0.0006120101,0.000075969525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072801876,0.00023489168,0.00077099056,0.00065274996,0.0002937686,0.000008837047,0.00034411336,0.00039285253,0.00012889026],"category_scores_gemma":[0.000024430246,0.0002527591,0.00042848533,0.00061693497,0.00049142307,0.00024267193,0.00006152449,0.00017995095,0.000008092667],"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":[0.00012859258,0.00005883581,0.07490636,0.00082699093,0.00038830613,0.0000022530828,0.92173123,0.0000059396107,0.00041627165,0.00068087794,0.00036431671,0.0004900096],"study_design_scores_gemma":[0.00041391363,0.00006497772,0.047420472,0.000612696,0.00029866496,3.7409833e-7,0.9490264,0.0000030692663,0.0001266349,0.00004020692,0.0017609505,0.00023164411],"about_ca_topic_score_codex":0.095433824,"about_ca_topic_score_gemma":0.21847501,"teacher_disagreement_score":0.12304118,"about_ca_system_score_codex":0.000026717356,"about_ca_system_score_gemma":0.000118345124,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W1549025587","doi":"","title":"A New Metropolitan Cultural Ligament: Toronto Eglinton Crosstown LRT Prototypical Design Proposal","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Metropolitan area; Art; Geography; Archaeology","score_opus":0.007661552036622202,"score_gpt":0.21173162638587845,"score_spread":0.20407007434925625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549025587","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":[0.9678136,0.0011323595,0.023186082,0.00038543536,0.0019053355,0.0017131768,0.000049430146,0.0012328768,0.0025816958],"genre_scores_gemma":[0.36783862,0.0004362732,0.09956585,0.000008962232,0.00039752928,0.0000070126184,0.00081694446,0.00016298679,0.53076583],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99888855,0.000024967732,0.0001843497,0.00029595956,0.00029584914,0.0003102928],"domain_scores_gemma":[0.99926186,0.000014256269,0.00009550289,0.0002833786,0.00012904534,0.00021595812],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006456481,0.00034999606,0.0004829536,0.00014614037,0.0001232178,0.000058126545,0.00034448656,0.00047693186,0.001008681],"category_scores_gemma":[0.000010349741,0.00035693843,0.00026404287,0.00016565187,0.00005239276,0.0003636476,0.000021514235,0.00041291647,0.00003922634],"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":[0.0018656014,0.00016932655,0.00013747207,0.003641213,0.00417923,0.00012912908,0.35392842,0.04668786,0.45127735,0.005729171,0.038619675,0.09363556],"study_design_scores_gemma":[0.0049674106,0.0010740397,0.0049540875,0.0012313582,0.0024857284,0.000033105276,0.46778417,0.15956204,0.34017453,0.0008339262,0.012071107,0.0048285075],"about_ca_topic_score_codex":0.039255437,"about_ca_topic_score_gemma":0.07064024,"teacher_disagreement_score":0.599975,"about_ca_system_score_codex":0.0004213469,"about_ca_system_score_gemma":0.00009129049,"threshold_uncertainty_score":0.9999045},"labels":[],"label_agreement":null},{"id":"W1549738663","doi":"","title":"Advances in Rock Core VOC Analyses for High Resolution Characterization of Chlorinated Solvent Contamination in a Dolostone Aquifer","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dolostone; Aquifer; Chlorinated solvents; Contamination; Environmental chemistry; Environmental science; Geology; Groundwater; Geochemistry; Chemistry; Geotechnical engineering; Ecology; Sedimentary rock","score_opus":0.01808190313652077,"score_gpt":0.23802341059018792,"score_spread":0.21994150745366714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549738663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99839354,0.00024324904,0.0005985709,0.000036124417,0.00011316428,0.00040667754,0.00006538882,0.000116683426,0.000026592188],"genre_scores_gemma":[0.9908638,0.0030740988,0.0006340921,8.556136e-7,0.000007795531,0.0000041871785,0.0021131076,0.000024600724,0.003277449],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991718,0.000009837617,0.00023336378,0.00023120378,0.0001508258,0.00020297922],"domain_scores_gemma":[0.99942,0.000031702897,0.00023366338,0.00015332564,0.00014091448,0.000020384785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029088547,0.00019546601,0.00046083995,0.0005766448,0.000031205123,0.0000021891865,0.00017814842,0.00035719617,0.000008626283],"category_scores_gemma":[0.000037148875,0.00024475844,0.00007169523,0.00041413878,0.00004226008,0.0003296395,0.00001864744,0.00018180466,0.0000013210297],"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":[0.00040936464,0.000072631294,0.00041361494,0.0007491083,0.000030320465,0.000009844474,0.0064422404,0.012954182,0.97529435,0.000094492425,0.000010343192,0.0035194852],"study_design_scores_gemma":[0.0017830076,0.00018050853,0.03077485,0.00071197766,0.000071630326,0.0000010848696,0.019530045,0.0142886825,0.9316586,0.00037792578,0.0001738061,0.00044785417],"about_ca_topic_score_codex":0.0012897648,"about_ca_topic_score_gemma":0.009490596,"teacher_disagreement_score":0.043635745,"about_ca_system_score_codex":0.00026139445,"about_ca_system_score_gemma":0.000008329176,"threshold_uncertainty_score":0.9980959},"labels":[],"label_agreement":null},{"id":"W1553706385","doi":"","title":"Development of the interRAI Brief Mental Health Screener to Enhance the Ability of Police Officers to Identify Persons with Serious Mental Disorder","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","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":"Mental health; Criminalization; Criminal justice; Psychology; Dysfunctional family; Psychological intervention; Psychiatry; Nursing; Applied psychology; Medicine; Criminology","score_opus":0.01181596808496555,"score_gpt":0.2891775183041361,"score_spread":0.2773615502191706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553706385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855004,0.000074397656,0.000034730794,0.004517364,0.006865632,0.0017255761,0.00022542755,0.000025628051,0.0010308573],"genre_scores_gemma":[0.92238605,0.000008111584,0.0032085874,0.000339831,0.00007542966,0.0000097818765,0.00023493453,0.00006911901,0.07366815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976763,0.0002048435,0.00040639847,0.0006455584,0.0005752859,0.0004916001],"domain_scores_gemma":[0.99796593,0.00002835213,0.00077766384,0.0008736575,0.00015545194,0.00019896505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033004954,0.00039007046,0.00061695225,0.00025563198,0.0003926224,0.00001579016,0.0011136967,0.00017452425,0.00038031102],"category_scores_gemma":[0.000006674452,0.0003004569,0.00019642415,0.0005164709,0.0002686271,0.00012463676,0.00020854468,0.00032064144,0.000050212933],"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":[0.0012162473,0.00036890068,0.0017928634,0.00022093173,0.00051142747,3.96249e-7,0.905585,0.00000969913,0.013772688,0.000080614045,0.06877977,0.0076614846],"study_design_scores_gemma":[0.0007881229,0.0005261759,0.21627259,0.00056746794,0.00007861294,0.0000053701438,0.7712617,0.0000035446483,0.0015292491,0.0000035499083,0.008587488,0.00037611788],"about_ca_topic_score_codex":0.14486587,"about_ca_topic_score_gemma":0.35120967,"teacher_disagreement_score":0.21447973,"about_ca_system_score_codex":0.00030314983,"about_ca_system_score_gemma":0.0002970107,"threshold_uncertainty_score":0.99994475},"labels":[],"label_agreement":null},{"id":"W1563523812","doi":"","title":"Real options and asset valuation in competitive energy markets","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Capital Investment and Risk Analysis","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":"Valuation (finance); Financial economics; Economics; Asset (computer security); Business; Actuarial science; Finance; Computer science","score_opus":0.016850539965284798,"score_gpt":0.2114962896350418,"score_spread":0.194645749669757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563523812","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":[0.9864427,0.0025235345,0.00001210205,0.00018125414,0.00013191835,0.00008888713,0.00012460153,0.00001230917,0.010482706],"genre_scores_gemma":[0.32798246,0.042745408,0.0013060472,0.000020502177,0.000045360368,9.5028804e-7,0.0032951657,0.000028409451,0.62457573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99927115,0.000021899248,0.00019637341,0.00030634514,0.00005062752,0.00015361689],"domain_scores_gemma":[0.99940634,0.00003016249,0.0003231279,0.00013708656,0.00004992258,0.000053379914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740698,0.00013629254,0.0003897127,0.00081483024,0.00008652119,0.000018677538,0.00011237556,0.00022118584,0.0003049523],"category_scores_gemma":[0.000007709603,0.0001885599,0.00011724067,0.0002418447,0.00005862721,0.00018482526,0.000027456255,0.00011342967,0.000036220772],"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":[0.00014895563,0.0001424161,0.011027055,0.000093595336,0.00021977526,0.00002549417,0.040250577,0.000032874817,0.00011972972,0.94663674,0.00055322115,0.0007495677],"study_design_scores_gemma":[0.0018392875,0.00016328495,0.77838534,0.00019510573,0.0002135532,0.0000017107504,0.14719883,0.007440402,0.00019888891,0.06026729,0.0032183505,0.0008779701],"about_ca_topic_score_codex":0.09723433,"about_ca_topic_score_gemma":0.20909204,"teacher_disagreement_score":0.88636947,"about_ca_system_score_codex":0.000109791334,"about_ca_system_score_gemma":0.000018099026,"threshold_uncertainty_score":0.90877724},"labels":[],"label_agreement":null},{"id":"W1573634856","doi":"","title":"SPATIAL DEFICITS IN VISUOMOTOR CONTROL FOLLOWING RIGHT PARIETAL INJURY","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spatial Neglect and Hemispheric Dysfunction","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":"University of Waterloo","keywords":"Posterior parietal cortex; Psychology; Physical medicine and rehabilitation; Cognitive psychology; Medicine","score_opus":0.008196179224787218,"score_gpt":0.2249661073825621,"score_spread":0.21676992815777488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573634856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957631,0.00004025158,0.0001968359,0.000072521034,0.0013519037,0.00045255062,0.000026028682,0.000078975696,0.0020177967],"genre_scores_gemma":[0.8968403,0.000039516388,0.00011299443,0.000044955228,0.000081759536,8.353534e-7,0.00009564723,0.000033462984,0.10275058],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981905,0.000091672606,0.00022219114,0.00056486746,0.00049843715,0.00043230254],"domain_scores_gemma":[0.99918586,0.000101403144,0.00029870556,0.00024276414,0.000061064,0.000110175104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014609,0.00030569083,0.00052741164,0.0003253011,0.00021805795,0.000021447895,0.00035549625,0.00045394892,0.00050427596],"category_scores_gemma":[0.0000838086,0.00036044532,0.00028780385,0.00039951975,0.00006712099,0.00027568542,0.000035082052,0.00042087736,0.000094722214],"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":[0.003799741,0.00037298707,0.004626961,0.0002444651,0.00007428526,0.00056176144,0.03386343,0.000040073668,0.9406995,0.00014509149,0.00073661475,0.014835069],"study_design_scores_gemma":[0.0165342,0.002473559,0.11522999,0.0016048737,0.0011668399,0.0000189143,0.059304915,0.006903175,0.7869966,0.00068085466,0.0052294047,0.0038566845],"about_ca_topic_score_codex":0.045680728,"about_ca_topic_score_gemma":0.08658936,"teacher_disagreement_score":0.15370293,"about_ca_system_score_codex":0.00014640723,"about_ca_system_score_gemma":0.000113914124,"threshold_uncertainty_score":0.9998847},"labels":[],"label_agreement":null},{"id":"W1576727147","doi":"","title":"Promoting Engagement and Interaction in Rural Communities: A proposal for the revitalization of Wetaskiwin, Alberta","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Rural development and sustainability","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":"Political science; Community engagement; Public administration; Environmental planning; Sociology; Geography; Public relations","score_opus":0.013403166100187188,"score_gpt":0.21331632482522234,"score_spread":0.19991315872503515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576727147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963776,0.000060484672,4.066366e-7,0.0026954182,0.000047075577,0.00074820546,0.0000076162773,0.0000066012562,0.00005659732],"genre_scores_gemma":[0.97974116,0.00016647083,0.0000894996,0.0000066074176,0.000011807581,0.0000013830394,0.0006217009,8.2781264e-7,0.019360524],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994595,0.000104269406,0.00013206492,0.00008906121,0.00010071522,0.00011440134],"domain_scores_gemma":[0.9994246,0.00018281509,0.00019554344,0.000045597648,0.00013423046,0.00001721742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003107849,0.00010312831,0.00019282535,0.000027154187,0.00021357044,0.000016742468,0.00017148742,0.00008875678,0.000031978667],"category_scores_gemma":[0.000031075248,0.000047296973,0.00006285216,0.00012346133,0.00004787694,0.00016470817,0.000036385212,0.0001055835,3.1492857e-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":[0.000722386,0.00025009905,0.01695619,0.0011253871,0.00009315827,0.000001349402,0.7391883,0.000009985626,0.013617984,0.0005822326,0.00047435123,0.22697857],"study_design_scores_gemma":[0.0002252305,0.00026026127,0.17393732,0.00036121518,0.000046612888,4.3097867e-7,0.82282513,0.00043938737,0.00062318443,0.0006184912,0.00052539323,0.00013732706],"about_ca_topic_score_codex":0.061953936,"about_ca_topic_score_gemma":0.4069551,"teacher_disagreement_score":0.34500116,"about_ca_system_score_codex":0.000039851086,"about_ca_system_score_gemma":0.000018478639,"threshold_uncertainty_score":0.9442926},"labels":[],"label_agreement":null},{"id":"W1579903388","doi":"10.2312/compaesth/compaesth09/115-122","title":"Automated Landscape Painting in the Style of Bob Ross","year":2009,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Computer Graphics and Visualization Techniques","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":"University of Waterloo","funders":"","keywords":"Painting; Landscape painting; Context (archaeology); Style (visual arts); Computer science; Set (abstract data type); Computer graphics (images); Oil painting; Visual arts; Artificial intelligence; Art; Archaeology; Geography; Programming language","score_opus":0.010815016502818853,"score_gpt":0.22557687576074845,"score_spread":0.2147618592579296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579903388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9556119,0.00003433073,0.041904714,0.001923865,0.00002569089,0.00010848895,0.0000014453354,0.00024392159,0.00014567476],"genre_scores_gemma":[0.99168426,0.000018990939,0.007805314,0.00007471525,0.0000048905044,5.6815534e-8,0.0000021548487,0.000001743457,0.00040786757],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993989,0.00007860123,0.00008896433,0.00014622769,0.00016042558,0.00012687032],"domain_scores_gemma":[0.9994861,0.000034800072,0.00010205477,0.0002867118,0.000069730806,0.000020621768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036414026,0.00006451122,0.00012687709,0.00018952553,0.00006912476,0.000028574865,0.0007588645,0.000041278938,0.0000047502126],"category_scores_gemma":[0.000005281926,0.000057714922,0.00005405843,0.0005611035,0.000035351557,0.00022685679,0.00011169691,0.000062201725,0.0000011344099],"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":[0.000041522893,0.00085452775,0.027195971,0.000107443615,0.00006156958,0.00011816834,0.49571672,0.00037165327,0.0054655382,0.40005878,0.017878274,0.052129842],"study_design_scores_gemma":[0.0007558942,0.00042885964,0.1201134,0.00011419073,0.0000111969675,0.000006477857,0.01057216,0.86076945,0.0029451346,0.0034026417,0.00063141034,0.0002491892],"about_ca_topic_score_codex":0.0020060947,"about_ca_topic_score_gemma":0.0006129577,"teacher_disagreement_score":0.8603978,"about_ca_system_score_codex":0.000006723077,"about_ca_system_score_gemma":0.000015024761,"threshold_uncertainty_score":0.30326283},"labels":[],"label_agreement":null},{"id":"W1580293160","doi":"","title":"Stability Control of Electric Vehicles with In-Wheel Motors","year":2012,"lang":"en","type":"book","venue":"UWSpace (University of Waterloo)","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":16,"is_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 Waterloo","keywords":"Automotive engineering; Control (management); Electronic stability control; Stability (learning theory); Control theory (sociology); Engineering; Computer science; Artificial intelligence","score_opus":0.004447772402295293,"score_gpt":0.13897505478758393,"score_spread":0.13452728238528863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580293160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880612,0.0011243299,0.00031708714,0.000055046476,0.000100004254,0.00059444975,0.00013202865,0.00009353098,0.009522323],"genre_scores_gemma":[0.8490429,0.00005799112,0.000057795056,0.000002012171,0.000030072182,6.322863e-7,0.00001674633,0.000037418475,0.15075444],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989712,0.000042073883,0.0001886868,0.00020818975,0.0002527224,0.00033711852],"domain_scores_gemma":[0.9992359,0.000055325883,0.0001633645,0.00035205952,0.000100043224,0.00009326641],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002037973,0.00025817927,0.0007300242,0.00027168135,0.000034554498,0.000006033674,0.000297089,0.00029663747,0.00005259411],"category_scores_gemma":[0.0000025117308,0.00027513783,0.00014021047,0.0001331233,0.00008876026,0.00013406157,0.000030193403,0.00030535253,0.000010536228],"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":[0.0061170515,0.002297397,0.2635203,0.030544566,0.0121642165,0.00077359256,0.3011231,0.06529157,0.20993683,0.020879528,0.009556101,0.07779575],"study_design_scores_gemma":[0.040233087,0.0034511976,0.13082485,0.0046215383,0.0036304719,0.00006293655,0.04465487,0.736815,0.0035803406,0.001584972,0.02265916,0.007881582],"about_ca_topic_score_codex":0.006591133,"about_ca_topic_score_gemma":0.00952524,"teacher_disagreement_score":0.67152345,"about_ca_system_score_codex":0.0002848802,"about_ca_system_score_gemma":0.00008952279,"threshold_uncertainty_score":0.9999701},"labels":[],"label_agreement":null},{"id":"W1584845115","doi":"","title":"Kinetics of Deliquescence of Ammonium Sulfate Particles","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Ammonium sulfate; Kinetics; Chemistry; Sulfate; Inorganic chemistry; Chemical engineering; Nuclear chemistry; Chromatography; Engineering; Organic chemistry; Physics","score_opus":0.013770049352687337,"score_gpt":0.2062491021070508,"score_spread":0.19247905275436347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584845115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995069,0.000039741353,0.000013871216,0.000100182355,0.000067282686,0.000064736145,0.000022115128,0.00001465439,0.00017055571],"genre_scores_gemma":[0.93555254,0.00023917113,0.0017344782,0.0000010288313,0.000009730775,9.728705e-8,0.000058632766,0.000010094383,0.062394224],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989601,0.00006422876,0.00019760669,0.00023458674,0.00036748764,0.00017599916],"domain_scores_gemma":[0.9991808,0.000020330632,0.00038964755,0.00028672107,0.000055853143,0.00006663475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008374012,0.00014541145,0.00037882294,0.000086475186,0.00005210228,0.000002979767,0.00035206982,0.00014490834,0.00015256941],"category_scores_gemma":[0.000010194105,0.00016028348,0.0001743462,0.00021622768,0.00026751813,0.000100501136,0.000078441924,0.00010195343,0.000027632066],"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":[0.00037277638,0.00038094225,0.02732261,0.0004482334,0.00016341734,0.000026165337,0.1193771,0.0013749283,0.8471546,0.000021102036,0.0008209175,0.0025372026],"study_design_scores_gemma":[0.00020648973,0.00012938117,0.03741125,0.00014075938,0.00016498812,6.4602705e-7,0.026896322,0.00009898757,0.93461704,0.000053072476,0.00009262427,0.0001884552],"about_ca_topic_score_codex":0.09210217,"about_ca_topic_score_gemma":0.006622962,"teacher_disagreement_score":0.09248078,"about_ca_system_score_codex":0.00004716522,"about_ca_system_score_gemma":0.000008654309,"threshold_uncertainty_score":0.9139436},"labels":[],"label_agreement":null},{"id":"W1584911467","doi":"","title":"The Conscious Landscape: Reinterpreting and Reinhabiting the La Colle Falls Hydro Dam","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Geography; History; Cartography","score_opus":0.0033068660103423566,"score_gpt":0.17997035019580576,"score_spread":0.1766634841854634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584911467","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":[0.9713662,0.00035876074,0.0000044745934,0.0005266569,0.0000975043,0.00017448633,0.0000067662636,0.00001734491,0.027447779],"genre_scores_gemma":[0.47544152,0.00047281283,0.00015544692,0.000052766056,0.00002030559,4.823675e-7,0.00002938047,0.000016564114,0.52381074],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99902415,0.00009007391,0.00010149357,0.00026999152,0.00029454494,0.00021973482],"domain_scores_gemma":[0.9992565,0.00022543082,0.00024553342,0.00020007651,0.0000057568413,0.00006672405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166386,0.00016153106,0.00017367759,0.000030897965,0.0008526862,0.000011915851,0.0003495833,0.00012698745,0.00023747128],"category_scores_gemma":[0.000012029122,0.00011390182,0.000089634894,0.000091874004,0.002145945,0.00007274018,0.00018259928,0.00026438286,0.000066181565],"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":[0.0013369687,0.00023007029,0.028598772,0.0002471833,0.0004061843,0.00042952737,0.7977767,0.000864552,0.02719838,0.00040444758,0.07894519,0.06356202],"study_design_scores_gemma":[0.00055605633,0.00015491017,0.024347803,0.00019759685,0.00015151153,0.00004550336,0.90104175,0.0005252062,0.00047415707,0.00010767283,0.07189652,0.00050134363],"about_ca_topic_score_codex":0.010121396,"about_ca_topic_score_gemma":0.02076762,"teacher_disagreement_score":0.49636295,"about_ca_system_score_codex":0.00011304104,"about_ca_system_score_gemma":0.000013552087,"threshold_uncertainty_score":0.99710083},"labels":[],"label_agreement":null},{"id":"W1596688139","doi":"","title":"Assessing the Performance of two Stormwater Management Ponds in Waterloo, Ontario","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Stormwater Management Solutions","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":"Stormwater management; Stormwater; Environmental planning; Environmental science; Civil engineering; Water resource management; Geography; Hydrology (agriculture); Engineering; Surface runoff; Geotechnical engineering; Ecology","score_opus":0.00970812400316611,"score_gpt":0.20733054190513706,"score_spread":0.19762241790197094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596688139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99063754,0.000007965948,0.0000048361844,0.00015979854,0.00037360395,0.00048602035,0.000005365232,0.000027547054,0.008297319],"genre_scores_gemma":[0.58696824,0.0000155652,0.0009863894,0.0000094269,0.000008696982,0.0000017039993,0.0001080702,0.000018298435,0.41188362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816006,0.00006884889,0.00026953014,0.0004822976,0.0005745524,0.00044473508],"domain_scores_gemma":[0.9988866,0.000016923392,0.00035300746,0.00065277226,0.000025653857,0.0000650803],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004100093,0.00031156017,0.00038321537,0.00030042828,0.0002736211,0.00004017537,0.0009858526,0.00019701572,0.0028536522],"category_scores_gemma":[0.0000014759831,0.00027590457,0.00015604973,0.00031992563,0.0002883809,0.00082111446,0.0004194284,0.0005569675,0.00019884111],"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":[0.00025647925,0.00062316575,0.50491786,0.0008133237,0.0003854086,0.0001422337,0.44677803,0.0028587973,0.034200035,0.0001933841,0.0031786424,0.005652629],"study_design_scores_gemma":[0.0014387898,0.00014046754,0.92929685,0.00027898428,0.00040933955,0.0000033993892,0.057888888,0.0007450165,0.005169262,0.00010418529,0.0038483615,0.0006764482],"about_ca_topic_score_codex":0.37968534,"about_ca_topic_score_gemma":0.8389321,"teacher_disagreement_score":0.45924675,"about_ca_system_score_codex":0.0005235645,"about_ca_system_score_gemma":0.000028066781,"threshold_uncertainty_score":0.9999693},"labels":[],"label_agreement":null},{"id":"W1608357740","doi":"","title":"The Influence of Snow Cover Variability and Tundra Lakes on Passive Microwave Remote Sensing of Late Winter Snow Water Equivalent in the Hudson Bay Lowlands","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","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":"Tundra; Snow; Snow cover; Bay; Water equivalent; Environmental science; Physical geography; Cover (algebra); Remote sensing; Oceanography; Climatology; Geography; Arctic; Geology; Meteorology; Engineering","score_opus":0.010145510985615742,"score_gpt":0.20384262490366326,"score_spread":0.1936971139180475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608357740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984079,0.000063559135,0.000024972216,0.0006693483,0.00013561391,0.00023435161,0.00006071405,0.000004618239,0.00039891864],"genre_scores_gemma":[0.9894522,0.00029607682,0.00029489215,0.000039591163,0.000015263451,1.8188643e-8,0.00016526906,0.0000037368416,0.009732974],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989135,0.00012579803,0.0002064276,0.00023950859,0.00027356518,0.00024119933],"domain_scores_gemma":[0.9987202,0.0005857221,0.00023281475,0.00026303588,0.00016598501,0.00003221931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053143187,0.00017068561,0.00031286807,0.000056942816,0.00024566537,0.000018502127,0.0002456291,0.0001336254,0.00008465241],"category_scores_gemma":[0.000052232077,0.00010399815,0.00009661255,0.0001548178,0.00028081835,0.000103493534,0.000029144263,0.00021143317,0.000005516316],"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":[0.0034597325,0.00014135093,0.24071519,0.0011230225,0.0006131541,0.0001092616,0.64087915,0.014184917,0.004621624,0.000108114786,0.0010348653,0.09300962],"study_design_scores_gemma":[0.0004226638,0.00022596162,0.9050304,0.00040409435,0.00010049779,0.0000021429437,0.08978252,0.0018319885,0.001214104,0.00030004606,0.0004973635,0.00018820728],"about_ca_topic_score_codex":0.032489188,"about_ca_topic_score_gemma":0.17510308,"teacher_disagreement_score":0.6643152,"about_ca_system_score_codex":0.000011847425,"about_ca_system_score_gemma":0.000027959128,"threshold_uncertainty_score":0.97395355},"labels":[],"label_agreement":null},{"id":"W1613114933","doi":"","title":"Polarization effects of mechanical impacts on dispersion compensating modules","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Optical and Acousto-Optic Technologies","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":"University of Waterloo","keywords":"Polarization (electrochemistry); Polarization mode dispersion; Dispersion (optics); Materials science; Computer science; Mechanical engineering; Physics; Engineering; Optics; Chemistry","score_opus":0.004702199965598926,"score_gpt":0.19298934195149856,"score_spread":0.18828714198589963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1613114933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986688,0.000019835321,0.00024783926,0.00018056072,0.00010578634,0.00021076732,0.000026683398,0.00005066429,0.0004890528],"genre_scores_gemma":[0.9835562,0.000009728499,0.002143707,0.0000036443423,0.0000266906,1.6212549e-7,0.00034503164,0.000013064593,0.013901755],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991922,0.000027778698,0.00012258164,0.00024484823,0.0002154057,0.00019721029],"domain_scores_gemma":[0.9993024,0.00006695629,0.000272902,0.00021407807,0.000089083704,0.000054575856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004469563,0.00020209735,0.00039810265,0.00015522476,0.00011244611,0.0000106323105,0.00024349078,0.00020535402,0.000054597258],"category_scores_gemma":[0.000014664905,0.00020084629,0.00017277658,0.00013094762,0.000053730822,0.00010730453,0.000044980687,0.00024320398,0.000013437531],"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":[0.0005989805,0.0013238441,0.0023062844,0.0015066813,0.0004835778,0.000026545607,0.01842306,0.00033617383,0.756819,0.08028719,0.00045985266,0.1374288],"study_design_scores_gemma":[0.0035308907,0.0023832526,0.06858163,0.004115253,0.00094959483,7.288006e-7,0.16507839,0.0047130664,0.735834,0.013306792,0.00007087664,0.0014355334],"about_ca_topic_score_codex":0.005787292,"about_ca_topic_score_gemma":0.0003963738,"teacher_disagreement_score":0.14665532,"about_ca_system_score_codex":0.00002706988,"about_ca_system_score_gemma":0.0000230273,"threshold_uncertainty_score":0.8748693},"labels":[],"label_agreement":null},{"id":"W1635663179","doi":"","title":"The Adoption of Residential Solar Photovoltaic Systems in the Presence of a Financial Incentive: A Case Study of Consumer Experiences with the Renewable Energy Standard Offer Program in Ontario (Canada)","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Energy Efficiency and Management","field":"Energy","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Renewable energy; Photovoltaic system; Incentive; Incentive program; Environmental economics; Business; Solar energy; Finance; Engineering; Economics; Electrical engineering; Microeconomics","score_opus":0.007197377682746626,"score_gpt":0.19685404232740045,"score_spread":0.18965666464465383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1635663179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99861807,0.00021486229,0.000007635358,0.000028330349,0.00012000993,0.0007694587,0.000005824632,0.0000054550023,0.00023038371],"genre_scores_gemma":[0.9907238,0.000054481072,0.000026859912,0.0000029925627,0.0000053446056,0.00002055185,0.000022860086,0.000007250395,0.009135858],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99805534,0.00037833795,0.00029856298,0.00026887158,0.00076549186,0.00023341751],"domain_scores_gemma":[0.998657,0.00010234438,0.0005850855,0.00040282193,0.00023163049,0.000021124235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045126854,0.0001903069,0.00041346054,0.00016163517,0.00021830268,0.000019353038,0.00058213103,0.00010613172,0.000009344199],"category_scores_gemma":[0.00001710361,0.00012083924,0.00006144615,0.00044002658,0.00023427948,0.00012300274,0.00005706809,0.00018651018,3.545681e-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":[0.0042635277,0.0013662052,0.004267972,0.00034027474,0.00021548786,0.00086522155,0.9369473,0.046912745,0.0004981424,0.0006484924,0.0012308426,0.002443813],"study_design_scores_gemma":[0.00106535,0.0010497198,0.01057019,0.00031905624,0.00012521734,0.000004498757,0.984094,0.0003241057,0.00107609,0.000010874614,0.0012128487,0.00014803991],"about_ca_topic_score_codex":0.99905676,"about_ca_topic_score_gemma":0.9999707,"teacher_disagreement_score":0.047146734,"about_ca_system_score_codex":0.00015466266,"about_ca_system_score_gemma":0.0006530171,"threshold_uncertainty_score":0.49276814},"labels":[],"label_agreement":null},{"id":"W1668826428","doi":"","title":"Topics in Quantum Foundations: Ontological Models, and Distinguishability as a Resource","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Mechanics and Applications","field":"Physics and Astronomy","cited_by":8,"is_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":"Computer science; Resource (disambiguation); Theoretical computer science; Computer network","score_opus":0.01715140129759806,"score_gpt":0.23938753017679773,"score_spread":0.22223612887919966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1668826428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950873,0.000046372803,0.00021067433,0.0007125389,0.00003277905,0.00025489312,0.000035970665,0.00001912283,0.0036003282],"genre_scores_gemma":[0.9698769,0.000017813813,0.0004190016,0.000009571505,0.000042600816,0.0000017683598,0.00068203284,0.000009174707,0.028941166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99925065,0.000038938324,0.00013535749,0.00028850598,0.000119849814,0.00016669491],"domain_scores_gemma":[0.99944067,0.000032359763,0.00015781996,0.00023400574,0.00007189736,0.00006326611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103994185,0.00015416864,0.00028424323,0.00008764766,0.00015313255,0.000022965656,0.0001936779,0.00013002739,0.00010068325],"category_scores_gemma":[0.000007704244,0.00017673969,0.00008576797,0.00012330672,0.000043606837,0.000087636916,0.00003876866,0.00022517274,0.0000074959853],"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":[0.0001096492,0.0004260054,0.0019731494,0.00009982304,0.00004965991,0.0000056851404,0.03631661,0.00006020589,0.000113339,0.9395119,0.00042286346,0.020911107],"study_design_scores_gemma":[0.0007457423,0.00015795442,0.02076065,0.00018679883,0.000107768734,7.3250015e-7,0.13519825,0.015798256,0.0000544834,0.82257724,0.003934996,0.00047714292],"about_ca_topic_score_codex":0.03701218,"about_ca_topic_score_gemma":0.016823998,"teacher_disagreement_score":0.11693468,"about_ca_system_score_codex":0.000031527168,"about_ca_system_score_gemma":0.000058472484,"threshold_uncertainty_score":0.96940047},"labels":[],"label_agreement":null},{"id":"W1679437531","doi":"","title":"Fate of Chlorinated Compounds in a Sedimentary Fractured Rock Aquifer in South Central Wisconsin","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Groundwater flow and contamination studies","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aquifer; Geology; Sedimentary rock; Geochemistry; Mining engineering; Hydrology (agriculture); Groundwater; Geotechnical engineering","score_opus":0.008305014866514205,"score_gpt":0.18496169301126214,"score_spread":0.17665667814474795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1679437531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989088,0.000064412874,0.000010769213,0.00015317641,0.00015377536,0.00025890413,0.000030042009,0.000015171231,0.00040493853],"genre_scores_gemma":[0.9113425,0.00004990637,0.000110966575,0.00001786865,0.0000063761513,6.9725064e-7,0.0002863001,0.000012557739,0.08817285],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986841,0.00006374523,0.00022234603,0.0003578444,0.0003467699,0.000325171],"domain_scores_gemma":[0.99948305,0.000018890829,0.0002341163,0.00018143335,0.000023653096,0.00005883772],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007739049,0.00023750917,0.0004810404,0.00026647034,0.00008415254,0.0000059154886,0.0002764304,0.00019146888,0.0004006108],"category_scores_gemma":[0.0000038217595,0.00026765643,0.00010504951,0.00031970924,0.00011821422,0.00024935664,0.000115370174,0.00023991034,0.00004141698],"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":[0.00061881664,0.00035680196,0.34862614,0.00013372832,0.00010470178,0.00018006763,0.6368708,0.0008477451,0.010069921,0.0000066582766,0.0009616274,0.0012229763],"study_design_scores_gemma":[0.0017081434,0.00008942987,0.8666692,0.00014729018,0.000045941295,0.0000015606137,0.12538122,0.00022482156,0.004785962,0.000017033071,0.00061504793,0.00031438805],"about_ca_topic_score_codex":0.09913665,"about_ca_topic_score_gemma":0.1555531,"teacher_disagreement_score":0.51804304,"about_ca_system_score_codex":0.00026312034,"about_ca_system_score_gemma":0.000026952834,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W1798235558","doi":"","title":"Evidence combination in hidden markov models for gene prediction","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","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":"University of Waterloo","funders":"","keywords":"Genome; Hidden Markov model; Gene prediction; Probabilistic logic; Annotation; Computational biology; Computer science; Genome project; Sequence (biology); Gene; Markov chain; Gene Annotation; Identification (biology); Genetics; Biology; Artificial intelligence; Machine learning","score_opus":0.01420226556176271,"score_gpt":0.2062370289198014,"score_spread":0.19203476335803868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1798235558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973539,0.0014523463,0.00015082493,0.00010215185,0.00019632219,0.000409678,0.00012592788,0.0000033888257,0.00020546613],"genre_scores_gemma":[0.8850127,0.0016887252,0.0033089693,0.0000070727165,0.000068408626,0.00000466971,0.0021020102,0.000023248147,0.107784204],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992798,0.000026933905,0.000116948344,0.00032027697,0.00010108827,0.0001549642],"domain_scores_gemma":[0.9994583,0.0000122810425,0.00015055308,0.00018285666,0.00017057554,0.00002543002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011263548,0.00014828438,0.0002011255,0.00010792335,0.00007982729,0.0000070424794,0.00017614658,0.00026027975,0.0000036976778],"category_scores_gemma":[0.000010687734,0.00018829606,0.00010972155,0.000057408954,0.000032764736,0.0000036712984,0.00004292204,0.000057701087,9.0145585e-7],"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":[0.0011443222,0.00019899772,0.0050712856,0.0005419656,0.0002206103,0.0000046381656,0.012062337,0.0015000956,0.9659761,0.00010861464,0.0045014042,0.008669593],"study_design_scores_gemma":[0.010494384,0.003960895,0.4659638,0.001592044,0.0011527961,0.000009144811,0.08433935,0.015677055,0.4035314,0.0075478065,0.0029796695,0.0027516256],"about_ca_topic_score_codex":0.006325833,"about_ca_topic_score_gemma":0.02681143,"teacher_disagreement_score":0.56244475,"about_ca_system_score_codex":0.000033769335,"about_ca_system_score_gemma":0.0000590673,"threshold_uncertainty_score":0.9909467},"labels":[],"label_agreement":null},{"id":"W179919102","doi":"","title":"Spatial Analysis of Participation in the Waterloo Residential Energy Efficiency Project","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainable Building Design and Assessment","field":"Engineering","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":"Geography; Transport engineering; Efficient energy use; Architectural engineering; Environmental planning; Regional science; Cartography; Civil engineering; Engineering","score_opus":0.00991456301423649,"score_gpt":0.2262786279353498,"score_spread":0.21636406492111332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W179919102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99869287,0.00008600305,0.0005093036,0.000029284578,0.00013997435,0.00019111791,0.000013875196,0.000038264418,0.00029931046],"genre_scores_gemma":[0.9795518,0.00021293772,0.00012311166,0.0000020950456,0.000020572978,0.0000021681617,0.00044163337,0.000016390359,0.019629302],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988513,0.0001082609,0.00020630409,0.00021392638,0.00036842137,0.0002518141],"domain_scores_gemma":[0.99941427,0.000045048193,0.00014492567,0.00026908136,0.00010197022,0.000024730052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017474014,0.00018556033,0.00042403117,0.0010299758,0.000081937564,0.000014107629,0.00034508013,0.00017547894,0.000047573412],"category_scores_gemma":[0.000008295224,0.00017645939,0.00021063854,0.00097312825,0.000047072936,0.000110496716,0.000018925546,0.00014241978,0.0000013789136],"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":[0.0005547632,0.0006282812,0.004376734,0.0012207999,0.002525343,0.00034345614,0.78343403,0.17480475,0.019223008,0.0005764446,0.0031703978,0.009142008],"study_design_scores_gemma":[0.00245055,0.00057303475,0.13462202,0.0004275569,0.00600975,0.0000034856125,0.5812563,0.2398611,0.03242429,0.00014042629,0.00081271585,0.0014188305],"about_ca_topic_score_codex":0.13927267,"about_ca_topic_score_gemma":0.13005932,"teacher_disagreement_score":0.20217776,"about_ca_system_score_codex":0.00009914235,"about_ca_system_score_gemma":0.00008816186,"threshold_uncertainty_score":0.88581485},"labels":[],"label_agreement":null},{"id":"W1856537975","doi":"","title":"Design and management of collaborative intrusion detection networks","year":2013,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":37,"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 Waterloo","funders":"Strong","keywords":"Intrusion detection system; Computer science; Scalability; Incentive; Computer security; Robustness (evolution); Compromise; Intrusion; Risk analysis (engineering); Business; Database","score_opus":0.007457479593848048,"score_gpt":0.17232554704905576,"score_spread":0.1648680674552077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1856537975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55314416,0.00006988185,0.445937,0.00034943756,0.00011071609,0.0002893569,2.3738178e-7,0.0000378117,0.00006140334],"genre_scores_gemma":[0.930475,0.00085789675,0.06570277,0.000017453773,0.000013071734,9.3506696e-7,7.3354107e-7,0.0000042958764,0.002927846],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937224,0.00009359929,0.00007854553,0.00019839137,0.00012952373,0.0001277085],"domain_scores_gemma":[0.9994761,0.000028459162,0.000117184514,0.00019387538,0.00013285693,0.000051538507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015023872,0.000079296515,0.00012957251,0.00010600914,0.00014991935,0.00002440585,0.00023034558,0.000068830814,0.000038003556],"category_scores_gemma":[0.000001277046,0.000085133375,0.000025862868,0.00041350984,0.0000845876,0.0005798131,0.00025824126,0.00006976578,0.000010018252],"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":[0.00030183914,0.00023716834,0.0003126183,0.00028872734,0.00027802106,0.000035438505,0.07686887,0.022105841,0.02859594,0.0115412725,0.0021078358,0.85732645],"study_design_scores_gemma":[0.0010947378,0.0007567468,0.008260794,0.00015383553,0.000044096316,0.0000077220475,0.012576198,0.95337534,0.020472113,0.0024707294,0.0004971174,0.00029056828],"about_ca_topic_score_codex":0.0028476238,"about_ca_topic_score_gemma":0.00046989284,"teacher_disagreement_score":0.9312695,"about_ca_system_score_codex":0.000022951774,"about_ca_system_score_gemma":0.0000066464545,"threshold_uncertainty_score":0.43047744},"labels":[],"label_agreement":null},{"id":"W1863720323","doi":"","title":"Impact of the Wisconsinian Glaciation on Canadian Continental Groundwater Flow","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":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; Geology; Groundwater; Groundwater flow; Geography; Geomorphology; Geotechnical engineering; Aquifer","score_opus":0.01512295497538566,"score_gpt":0.21677382067967724,"score_spread":0.20165086570429158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1863720323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99348354,0.000038303435,1.0278692e-7,0.00023485602,0.0004998621,0.00018674161,0.0021975974,0.000006879944,0.003352134],"genre_scores_gemma":[0.93419904,0.00004083862,0.00002073732,0.000029711631,0.000053059604,1.8777106e-8,0.008994198,0.0000057037073,0.05665667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915427,0.000041808365,0.000106578686,0.00018682651,0.00023566504,0.00027484924],"domain_scores_gemma":[0.9993594,0.000032417607,0.00018860395,0.00020232891,0.00008370117,0.00013351066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011719917,0.00017007973,0.00024218163,0.00025686572,0.00019780024,0.000017887065,0.0002645324,0.0002153648,0.006274004],"category_scores_gemma":[0.000005879589,0.00013310954,0.00023589996,0.00016872995,0.00007733486,0.00012993313,0.000006108791,0.00017361532,0.0001079523],"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":[0.00042504107,0.000037673202,0.91391695,0.000092766306,0.00012952303,0.00003368064,0.075735405,0.00023030046,0.00055421854,0.000005434035,0.0030421447,0.005796846],"study_design_scores_gemma":[0.00028728964,0.00019226517,0.9790827,0.00010943116,0.00005644267,0.000002510895,0.019240638,0.0003484241,0.00017661796,0.000011775506,0.00033166708,0.000160261],"about_ca_topic_score_codex":0.9729596,"about_ca_topic_score_gemma":0.9986663,"teacher_disagreement_score":0.065165706,"about_ca_system_score_codex":0.000043580374,"about_ca_system_score_gemma":0.00016327667,"threshold_uncertainty_score":0.9946344},"labels":[],"label_agreement":null},{"id":"W1874315016","doi":"","title":"Marijuana Use in Canada: Patterns of Use Among Medical Marijuana Users","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cannabis and Cannabinoid 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":"University of Waterloo","keywords":"Cannabis; Psychology; Geography; Medicine; Psychiatry","score_opus":0.017656184750349316,"score_gpt":0.23393052732484548,"score_spread":0.21627434257449618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1874315016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971461,0.00006712336,8.2564435e-7,0.0017416371,0.00023819349,0.00047236346,0.00019115744,0.000013915375,0.00012867061],"genre_scores_gemma":[0.52607006,0.00021784418,0.00006204401,0.000040433413,0.000025989346,0.0000010187584,0.001135802,0.000044214506,0.47240257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692166,0.00011020491,0.00030574395,0.00045165542,0.0017272495,0.00048347726],"domain_scores_gemma":[0.9979573,0.00003504881,0.00028077763,0.00053391955,0.00060483837,0.0005880969],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031327232,0.00029219955,0.0008991115,0.0005957909,0.000050521245,0.000016717422,0.0003994952,0.00045660092,0.00096840534],"category_scores_gemma":[0.00020153464,0.0003144803,0.00019786671,0.00036324927,0.00014196962,0.0002793397,0.0001338604,0.00074628834,0.000004823626],"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":[0.001428907,0.00021585466,0.8943299,0.0013743724,0.0002868258,0.0020904546,0.015569459,0.000018993667,0.0002611591,0.000025663243,0.081262,0.0031363834],"study_design_scores_gemma":[0.0019168389,0.00015824309,0.9132585,0.00093137496,0.00017311516,0.000007213757,0.0810164,0.00026516884,0.00016968542,0.0000053320045,0.0018268626,0.00027125486],"about_ca_topic_score_codex":0.9989621,"about_ca_topic_score_gemma":0.99976087,"teacher_disagreement_score":0.47227392,"about_ca_system_score_codex":0.0010403198,"about_ca_system_score_gemma":0.005502999,"threshold_uncertainty_score":0.99994487},"labels":[],"label_agreement":null},{"id":"W1883257889","doi":"","title":"Enhancements to hidden markov models for gene finding and other biological applications","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","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":"University of Waterloo","funders":"","keywords":"Hidden Markov model; Computer science; Markov chain; Markov model; Representation (politics); Limiting; Machine learning; Biological data; Artificial intelligence; Markov process; Algorithm; Data mining; Bioinformatics; Mathematics; Biology; Engineering","score_opus":0.017200490017113802,"score_gpt":0.2304310104371148,"score_spread":0.213230520420001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1883257889","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":[0.9839491,0.00023183359,0.014336428,0.00007613471,0.000048410948,0.0007621501,0.00018562474,0.000009202977,0.00040111627],"genre_scores_gemma":[0.28619558,0.00039534038,0.10585559,0.00012641771,0.00023964875,0.00007464006,0.0035884432,0.00007623534,0.6034481],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993146,0.000021801296,0.000079687044,0.00035241272,0.00007074117,0.0001607474],"domain_scores_gemma":[0.9995873,0.0000080073805,0.000104221275,0.00018429385,0.00006124644,0.0000549252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008136079,0.0001452096,0.00018155572,0.00006827444,0.00012266518,0.000009629657,0.00018698443,0.00028479894,0.000023520699],"category_scores_gemma":[0.0000041267035,0.0001582742,0.00008161507,0.000039566487,0.000023687391,0.0000046561677,0.00004896747,0.000034492085,0.000004537582],"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":[0.00022008622,0.000032767388,0.00005269433,0.00007172246,0.000064457854,5.100285e-7,0.001059269,0.000010803524,0.9873301,0.00016347104,0.0004505109,0.01054361],"study_design_scores_gemma":[0.000718308,0.0003831323,0.00038576627,0.00008372117,0.000116785166,0.0000015350411,0.0077711656,0.00006321617,0.9757054,0.001657573,0.0125655485,0.0005478378],"about_ca_topic_score_codex":0.0010347016,"about_ca_topic_score_gemma":0.0012466918,"teacher_disagreement_score":0.69775355,"about_ca_system_score_codex":0.000011097283,"about_ca_system_score_gemma":0.000021408106,"threshold_uncertainty_score":0.6454235},"labels":[],"label_agreement":null},{"id":"W2101726701","doi":"","title":"Algebraic Analysis of Vertex-Distinguishing Edge-Colorings","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Graph Labeling and Dimension Problems","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Vertex (graph theory); Combinatorics; Mathematics; Eigenvalues and eigenvectors; Discrete mathematics; Graph; Physics","score_opus":0.008712264482093038,"score_gpt":0.1938542400556795,"score_spread":0.18514197557358647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101726701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970301,0.00018572724,0.00026449712,0.00016598306,0.00038728619,0.0001129171,0.00001653353,0.00011646507,0.00172054],"genre_scores_gemma":[0.75948113,0.00004196443,0.014743118,0.000021002923,0.000006616926,4.4036594e-7,0.0006032234,0.000024640203,0.22507787],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983821,0.000057361416,0.00025266016,0.0005563011,0.00046237343,0.00028921894],"domain_scores_gemma":[0.9981701,0.00007598861,0.0006100869,0.0006407955,0.00041287797,0.00009016797],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026285,0.00024167524,0.0007019948,0.0012383456,0.00019056849,0.000042981435,0.0011067113,0.0002575163,0.00003707035],"category_scores_gemma":[0.000032737527,0.00028478514,0.00045085867,0.0017401619,0.00008244638,0.00028129568,0.00015722,0.0002178411,0.000013425174],"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":[0.00044064273,0.0016163881,0.023512974,0.0032976144,0.012351005,0.00044719968,0.55026966,0.011675368,0.0733853,0.2679184,0.024651047,0.030434377],"study_design_scores_gemma":[0.009436686,0.002134028,0.40254042,0.0048753778,0.030069552,0.000016238922,0.16836901,0.21367258,0.06697107,0.08955707,0.0035291538,0.008828819],"about_ca_topic_score_codex":0.06378301,"about_ca_topic_score_gemma":0.02891842,"teacher_disagreement_score":0.38190067,"about_ca_system_score_codex":0.000043012384,"about_ca_system_score_gemma":0.000091214664,"threshold_uncertainty_score":0.9999604},"labels":[],"label_agreement":null},{"id":"W2101752292","doi":"","title":"UTILIZING CHANNEL STATE INFORMATION FOR ENHANCEMENT OF WIRELESS COMMUNICATION SYSTEMS","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Wireless Communication 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":"University of Waterloo","keywords":"Channel state information; Fading; Base station; Computer science; MIMO; Beamforming; Telecommunications link; Channel (broadcasting); Precoding; Wireless; Decoding methods; Electronic engineering; Real-time computing; Engineering; Computer network; Algorithm; Telecommunications","score_opus":0.012197118772442391,"score_gpt":0.23129683885721306,"score_spread":0.21909972008477066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101752292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91532636,0.0010394192,0.07950731,0.000035008656,0.00029674976,0.001519681,0.0001502248,0.0004024637,0.0017227953],"genre_scores_gemma":[0.9628566,0.004643494,0.015180026,0.0000032172106,0.000009034924,0.000014026777,0.0032524564,0.000053175645,0.013987971],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991017,0.000026478341,0.0003502866,0.000108560496,0.0002166031,0.00019636791],"domain_scores_gemma":[0.998303,0.000072222254,0.00051466725,0.0006162663,0.00045076304,0.000043112643],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025720097,0.00020511154,0.00040714766,0.00043749227,0.000110226036,0.00001319937,0.0005675032,0.00022668552,0.000006298639],"category_scores_gemma":[0.000007513496,0.00027675615,0.00010327629,0.00018738062,0.00005616211,0.0005771111,0.000052756044,0.00020072187,0.0000046300584],"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":[0.0012169268,0.00031589696,0.0000582462,0.0237875,0.0011264761,0.0000022016638,0.579995,0.049407866,0.117216505,0.009641679,0.004184962,0.21304679],"study_design_scores_gemma":[0.0015463904,0.00024025732,0.0003463919,0.0033053951,0.00019915559,0.000001215396,0.33301625,0.088406146,0.56631,0.0005972256,0.0049696737,0.0010619496],"about_ca_topic_score_codex":0.002944499,"about_ca_topic_score_gemma":0.0034297083,"teacher_disagreement_score":0.44909346,"about_ca_system_score_codex":0.00016522912,"about_ca_system_score_gemma":0.000028237502,"threshold_uncertainty_score":0.99996847},"labels":[],"label_agreement":null},{"id":"W2104054776","doi":"","title":"Evolution of Canadian Shield Groundwaters and Gases: Influence of Deep Permafrost","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":11,"is_retracted":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; Shield; Geology; Groundwater; Earth science; Physical geography; Environmental science; Hydrology (agriculture); Geography; Paleontology; Oceanography; Geotechnical engineering","score_opus":0.005866039204493808,"score_gpt":0.1685166081395574,"score_spread":0.1626505689350636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104054776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894065,0.0002882077,0.000027165992,0.000049268896,0.000055897668,0.00009548459,0.00007531359,0.000022316935,0.00044569172],"genre_scores_gemma":[0.990192,0.0011496631,0.00013794916,0.0000019891204,0.0000069264343,2.3888762e-7,0.00036264944,0.000015459646,0.008133121],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993364,0.000022083712,0.00015159561,0.00014784545,0.00018035863,0.00016170107],"domain_scores_gemma":[0.9994461,0.000012215426,0.00010849201,0.00017869702,0.00012682764,0.00012770072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045659162,0.00015053025,0.00034523348,0.0010986013,0.00007424504,0.0000048424877,0.00017214126,0.00021777897,0.0000516286],"category_scores_gemma":[0.000007777004,0.00017924009,0.00010639136,0.00044844384,0.00010108838,0.00021498394,0.000012633078,0.00012976468,0.000004345263],"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":[0.00018277521,0.00007781464,0.019075913,0.0034267479,0.0010057383,0.000092848306,0.54928064,0.33552283,0.089487575,0.0002676586,0.0008552854,0.0007241829],"study_design_scores_gemma":[0.0017928605,0.0003085068,0.1591116,0.0010255849,0.0010579802,0.000014532076,0.7246936,0.090404846,0.019263698,0.000106759115,0.00075779366,0.0014622436],"about_ca_topic_score_codex":0.6363345,"about_ca_topic_score_gemma":0.91195816,"teacher_disagreement_score":0.27562365,"about_ca_system_score_codex":0.00010321154,"about_ca_system_score_gemma":0.00007219003,"threshold_uncertainty_score":0.73091984},"labels":[],"label_agreement":null},{"id":"W2106353323","doi":"","title":"Monocular Adaptation of Vestibulo-Ocular Reflex (VOR)","year":2005,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Vestibular and auditory disorders","field":"Neuroscience","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":"University of Waterloo","funders":"","keywords":"Vestibulo–ocular reflex; Adaptation (eye); Reflex; Monocular; Psychology; Neuroscience; Physics; Optics","score_opus":0.02109829035427163,"score_gpt":0.212213346904023,"score_spread":0.19111505654975136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106353323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99571997,0.00006031932,0.001916795,0.001502481,0.00009425492,0.00013642086,0.0000149487605,0.000052937216,0.0005018751],"genre_scores_gemma":[0.9682708,0.00006118546,0.005731684,0.000062586034,0.00003553739,1.538379e-7,0.0000058308083,0.00001270192,0.025819564],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904925,0.00008792519,0.000107381115,0.00027838573,0.00027717528,0.00019988118],"domain_scores_gemma":[0.999399,0.000033532877,0.00015208322,0.00027987728,0.000055886045,0.000079626225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009936654,0.00011801221,0.00019589355,0.00013862723,0.0001316045,0.0000076964225,0.00030771445,0.00007813122,0.00017421179],"category_scores_gemma":[0.00005659864,0.00013817527,0.00009640718,0.00022268645,0.0002418625,0.00036534463,0.00007220677,0.000096779346,0.0001211759],"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":[0.00014928039,0.000370102,0.0010697688,0.00011608948,0.00003934163,0.000071883165,0.056309737,0.09126921,0.8103696,0.0016655051,0.001989934,0.036579523],"study_design_scores_gemma":[0.004168512,0.00095783424,0.003891711,0.00020150049,0.000244014,0.000025762092,0.06557809,0.10506507,0.75926363,0.0008449122,0.05879743,0.0009615134],"about_ca_topic_score_codex":0.0037604263,"about_ca_topic_score_gemma":0.0015741972,"teacher_disagreement_score":0.0568075,"about_ca_system_score_codex":0.00003095797,"about_ca_system_score_gemma":0.000040087776,"threshold_uncertainty_score":0.5684665},"labels":[],"label_agreement":null},{"id":"W2110731746","doi":"10.5281/zenodo.1107177","title":"Classification Of Construction Projects","year":2015,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Construction engineering; Computer science; Business; Engineering","score_opus":0.02383289799244293,"score_gpt":0.2004568837670208,"score_spread":0.17662398577457789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110731746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99234384,0.000013974648,0.0039051839,0.0005407616,0.000091322196,0.000041844818,0.0000035124945,0.00014770695,0.0029118285],"genre_scores_gemma":[0.9656747,0.000013251384,0.02271069,0.000002240478,0.0000083959685,2.439851e-7,0.000013739125,0.000006156162,0.011570572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99964684,0.000007741818,0.00006720754,0.00009760219,0.00009325442,0.00008737663],"domain_scores_gemma":[0.9995334,0.000007123161,0.00009350232,0.00018408734,0.00015810998,0.000023751481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044700366,0.000055487602,0.000103755025,0.00012883087,0.000030837662,0.0000016838661,0.00012053074,0.000074633994,0.000019486957],"category_scores_gemma":[0.000023538381,0.00006302481,0.000027333544,0.00030379902,0.00012850451,0.00012682776,0.000037282553,0.00005314444,0.0000058320265],"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":[0.000073353636,0.000094409756,0.0042220303,0.00006993491,0.00007786504,0.000004719424,0.011928465,0.052646484,0.06209026,0.83541405,0.001155722,0.032222714],"study_design_scores_gemma":[0.0048436313,0.00097114005,0.043845262,0.00022004856,0.00016873368,0.000034313318,0.72980833,0.039096143,0.09401696,0.02718245,0.058707096,0.0011058864],"about_ca_topic_score_codex":0.0075053307,"about_ca_topic_score_gemma":0.0027935277,"teacher_disagreement_score":0.8082316,"about_ca_system_score_codex":0.000041611762,"about_ca_system_score_gemma":0.000025197693,"threshold_uncertainty_score":0.9991038},"labels":[],"label_agreement":null},{"id":"W2111245192","doi":"","title":"Cumulative Effects Assessment and Sustainability: Diamond Mining in the Slave Geological Province","year":2001,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mining and Resource Management","field":"Engineering","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":"Sustainability; Cumulative effects; Diamond; Mining engineering; Geography; Geology; Materials science; Metallurgy; Biology","score_opus":0.00659792502035408,"score_gpt":0.21183547156865565,"score_spread":0.20523754654830156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111245192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944512,0.00017286063,0.000051019466,0.00020605585,0.00007114148,0.00053124473,0.000002419906,0.000051583145,0.0044624563],"genre_scores_gemma":[0.90653956,0.00011008709,0.00041499911,0.00000691496,0.000017477365,0.0000024660765,0.000069468675,0.000015826045,0.092823215],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999112,0.00010896942,0.00009562225,0.00024619873,0.00019594599,0.00024126808],"domain_scores_gemma":[0.99951226,0.0001476162,0.00006662343,0.00019550418,0.00003932922,0.000038642385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024834572,0.00019798729,0.0002951326,0.0001805863,0.000098668264,0.000021658088,0.00021305255,0.00018284995,0.000016401335],"category_scores_gemma":[0.000016497159,0.00016855336,0.00005813999,0.0001426343,0.000075540294,0.000059382273,0.000055050463,0.00028485848,0.0000014639454],"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":[0.00017669976,0.00024530973,0.03540112,0.006186455,0.00039491933,0.0014395063,0.8912747,0.02421957,0.00014609005,0.0012916165,0.0017718403,0.03745216],"study_design_scores_gemma":[0.0008775734,0.0002731354,0.1911939,0.00036064375,0.00018504556,0.000003213053,0.78153217,0.023620546,0.000040974588,0.0002765264,0.0012026759,0.00043360525],"about_ca_topic_score_codex":0.0026317206,"about_ca_topic_score_gemma":0.0052684057,"teacher_disagreement_score":0.15579277,"about_ca_system_score_codex":0.0001481301,"about_ca_system_score_gemma":0.000029906385,"threshold_uncertainty_score":0.6873407},"labels":[],"label_agreement":null},{"id":"W2116517406","doi":"","title":"Techniques of Side Channel Cryptanalysis","year":2001,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptographic Implementations and Security","field":"Computer Science","cited_by":21,"is_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":"Side channel attack; Cryptanalysis; Computer science; Boomerang attack; Linear cryptanalysis; Computer security; Cryptography","score_opus":0.011610758847090062,"score_gpt":0.22839228350772117,"score_spread":0.2167815246606311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116517406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790684,0.00016845256,0.016701616,0.0009715167,0.00020220074,0.0003600669,0.0000548812,0.00016567508,0.0023071866],"genre_scores_gemma":[0.5363996,0.002567263,0.15134409,0.00008648742,0.00009794704,0.0000040825166,0.0015139346,0.00006681146,0.30791977],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988553,0.00004610916,0.00019205202,0.00034466016,0.00035253007,0.00020936377],"domain_scores_gemma":[0.99864674,0.000028413442,0.00041541684,0.0005320162,0.0003131031,0.0000643045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016156491,0.00018275283,0.00041691493,0.00077072927,0.00014663317,0.00002260859,0.0009052221,0.00017636763,0.00010623898],"category_scores_gemma":[0.000006232188,0.00021612285,0.00030854513,0.0008534875,0.00007215903,0.00031762678,0.000112167894,0.00014365459,0.000004487765],"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":[0.0002139943,0.0008612614,0.0011944207,0.001210355,0.0014793894,0.00019241366,0.8154999,0.000052483134,0.01644045,0.043799218,0.006296733,0.1127594],"study_design_scores_gemma":[0.002237402,0.001003449,0.019711545,0.00092772965,0.0014954999,0.000020311412,0.8462579,0.00727063,0.08348475,0.026498256,0.008554001,0.0025385334],"about_ca_topic_score_codex":0.033417895,"about_ca_topic_score_gemma":0.039337255,"teacher_disagreement_score":0.4426688,"about_ca_system_score_codex":0.00003260937,"about_ca_system_score_gemma":0.000070747854,"threshold_uncertainty_score":0.9781923},"labels":[],"label_agreement":null},{"id":"W2118423024","doi":"","title":"Synthesis and Modification of Polymer Membranes for Pervaporation and Gas Separation","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Membrane Separation and Gas Transport","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 of Waterloo","keywords":"Pervaporation; Membrane; Gas separation; Polymer science; Polymer; Chemical engineering; Materials science; Separation (statistics); Chemistry; Polymer chemistry; Organic chemistry; Engineering; Computer science; Permeation; Biochemistry","score_opus":0.01372153393825776,"score_gpt":0.23054310230164313,"score_spread":0.21682156836338537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118423024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977904,0.00070822483,0.0005347067,0.00009649175,0.00009286818,0.00031809037,0.00005341611,0.00004626319,0.0003595342],"genre_scores_gemma":[0.96891344,0.001753142,0.00089366536,0.0000032747084,0.000024144023,0.0000021343815,0.0009558448,0.000028022121,0.02742635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994249,0.000012457044,0.00015650105,0.00017580808,0.00012681463,0.000103565966],"domain_scores_gemma":[0.99955595,0.000043253316,0.00012230955,0.0001172459,0.00011231638,0.000048944687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012455157,0.0001506536,0.00027643974,0.00023399005,0.00007105401,0.000009240791,0.000060330385,0.00022147769,0.000035911322],"category_scores_gemma":[0.0000053672375,0.00018565716,0.000059087954,0.00008313698,0.00004371092,0.00020073407,0.0000027395627,0.00006159885,0.0000013733918],"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":[0.0014727104,0.0001353056,0.0007487368,0.018520106,0.0005714359,0.0000059682325,0.21058448,0.004053518,0.7212493,0.0021005354,0.0009676487,0.039590288],"study_design_scores_gemma":[0.0010843677,0.00012952955,0.008744302,0.00032401964,0.00066163874,0.000003569364,0.049755417,0.03223459,0.9055869,0.00014350745,0.00074030366,0.00059187145],"about_ca_topic_score_codex":0.0011237873,"about_ca_topic_score_gemma":0.007139371,"teacher_disagreement_score":0.18433762,"about_ca_system_score_codex":0.000014826219,"about_ca_system_score_gemma":0.000016921835,"threshold_uncertainty_score":0.75708795},"labels":[],"label_agreement":null},{"id":"W2121138470","doi":"","title":"Under Review: Source Use and Speech Representation in the Critical Review Essay","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Representation (politics); Indirect speech; Linguistics; Computer science; Political science; Philosophy; Politics","score_opus":0.04276285565432992,"score_gpt":0.27988699943437023,"score_spread":0.23712414378004032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121138470","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":[0.53625983,0.4084499,0.000005400282,0.026403468,0.0005629658,0.0014064523,0.00007935519,0.00006462205,0.026768016],"genre_scores_gemma":[0.044069685,0.15715504,0.00012247764,0.0013037223,0.00023130677,0.000003569112,0.00071042683,0.000034485554,0.7963693],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99889153,0.00022262575,0.00016267262,0.00023416949,0.00030738537,0.00018161825],"domain_scores_gemma":[0.9991138,0.00017369502,0.00016996275,0.00031960252,0.00019120911,0.000031746837],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003964517,0.00017570432,0.00048099153,0.00011599261,0.00022691066,0.000064128384,0.00023184282,0.00006098574,0.0015210087],"category_scores_gemma":[0.0001267007,0.00013956493,0.00015087823,0.00007850376,0.00029038772,0.0004628256,0.000049845967,0.00021117598,0.000035376066],"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":[0.00003400023,0.00017719506,0.0005912108,0.013729296,0.00033169534,0.000055300414,0.87165356,9.577863e-7,0.000015825472,0.02478607,0.081608325,0.007016562],"study_design_scores_gemma":[0.00019701052,0.00003436527,0.0026922564,0.01287542,0.0025279403,0.0000048365264,0.9211742,0.0000056087597,0.0000064999144,0.00032182797,0.059798107,0.0003619048],"about_ca_topic_score_codex":0.032376457,"about_ca_topic_score_gemma":0.18600515,"teacher_disagreement_score":0.7696013,"about_ca_system_score_codex":0.000025626061,"about_ca_system_score_gemma":0.000019815247,"threshold_uncertainty_score":0.99939173},"labels":[],"label_agreement":null},{"id":"W2122317274","doi":"","title":"Towards Automatic Initial Buffer Configuration","year":2003,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Data Storage 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Buffer (optical fiber); Write buffer; Skew; Workload; Throughput; Task (project management); Circular buffer; Process (computing); Page fault; Database; Distributed computing; Parallel computing; Memory management; Operating system; Cache algorithms; Cache; Wireless; Virtual memory; CPU cache; Engineering","score_opus":0.013846975090097347,"score_gpt":0.23132477647112004,"score_spread":0.21747780138102268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122317274","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":[0.88072604,0.00025733942,0.10532259,0.0015734286,0.0018076075,0.00080822705,0.000088498535,0.0016543731,0.007761873],"genre_scores_gemma":[0.11591528,0.0002568994,0.3386668,0.0001025836,0.000054600154,0.0000039013617,0.0017115542,0.00007344463,0.5432149],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986756,0.000059964717,0.00015260554,0.0004764378,0.0003664975,0.00026889675],"domain_scores_gemma":[0.99856746,0.000029061439,0.0003422302,0.0008073165,0.00019531888,0.000058607875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010600028,0.00025768523,0.00038846544,0.00036518744,0.00017341175,0.000051510153,0.0013712314,0.00037367764,0.00015943842],"category_scores_gemma":[0.000052860236,0.0003034823,0.00011147822,0.00035194858,0.0001070914,0.0009876587,0.00015085128,0.00028494725,0.00012941666],"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":[0.00014635068,0.00042235013,0.00005011149,0.0016599854,0.00050026603,0.00085051445,0.20145191,0.00016602714,0.019279506,0.1673023,0.024464713,0.58370596],"study_design_scores_gemma":[0.007972986,0.0023903502,0.009232745,0.0022541033,0.0009401338,0.00013167804,0.5045529,0.03688014,0.32782492,0.07527737,0.02500944,0.007533223],"about_ca_topic_score_codex":0.0028977974,"about_ca_topic_score_gemma":0.0040594763,"teacher_disagreement_score":0.7648108,"about_ca_system_score_codex":0.00011834791,"about_ca_system_score_gemma":0.00017254829,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W2123938448","doi":"","title":"A Geometric B-Spline Over the Triangular Domain","year":2003,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Numerical Analysis Techniques","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 Sciences and Engineering Research Council of Canada","keywords":"Tensor product; B-spline; Mathematics; Spline (mechanical); Control point; Domain (mathematical analysis); Generalization; Box spline; Topology (electrical circuits); Pure mathematics; Geometry; Mathematical analysis; Combinatorics; Engineering","score_opus":0.005333098991927153,"score_gpt":0.19660248816156864,"score_spread":0.19126938916964148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123938448","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":[0.99206513,0.0010442339,0.0044252593,0.00012496654,0.00017558582,0.0003126307,0.000027810864,0.0003138763,0.001510487],"genre_scores_gemma":[0.078092024,0.0023069445,0.03119484,0.000055160865,0.00010860989,0.0000043346854,0.0008772846,0.00019674779,0.88716406],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990506,0.00004174765,0.0001424905,0.00023667324,0.00027886932,0.00024960848],"domain_scores_gemma":[0.9992797,0.00004559237,0.00012904438,0.00040533862,0.0000743858,0.00006596525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001267664,0.00025446079,0.00045745954,0.0004933777,0.00011227471,0.000012276183,0.0004124087,0.0002510355,0.00042530784],"category_scores_gemma":[0.00001671852,0.0002309246,0.0002867624,0.0010789479,0.000057417696,0.00012145051,0.000026527086,0.00033479184,0.000039608603],"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":[0.0018003066,0.0015205534,0.0019423047,0.0069555333,0.012280568,0.0012442317,0.2737099,0.04285885,0.16175312,0.0071383445,0.27023017,0.21856612],"study_design_scores_gemma":[0.009773419,0.0011506196,0.025749596,0.0014278153,0.0061200913,0.000036107533,0.41517594,0.0155982515,0.09031509,0.020220935,0.40558285,0.00884931],"about_ca_topic_score_codex":0.0018695499,"about_ca_topic_score_gemma":0.0035651927,"teacher_disagreement_score":0.91397315,"about_ca_system_score_codex":0.00011311557,"about_ca_system_score_gemma":0.0000145512095,"threshold_uncertainty_score":0.94168323},"labels":[],"label_agreement":null},{"id":"W2124251271","doi":"","title":"Gully mapping using remote sensing: Case study in KwaZulu-Natal, South Africa","year":2009,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Remote Sensing and LiDAR Applications","field":"Environmental Science","cited_by":32,"is_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":"Geography; Remote sensing; Cartography","score_opus":0.026473728153111456,"score_gpt":0.21581162345707067,"score_spread":0.18933789530395922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124251271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702233,0.000004543858,0.0014227458,0.0004963897,0.000022773249,0.00025431736,0.0000029604635,0.000043734497,0.00073018245],"genre_scores_gemma":[0.9661021,0.0000012658934,0.027094318,0.000021005662,0.0000096232825,2.3590416e-9,0.0000021282326,0.0000072358885,0.006762294],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99900544,0.000074235984,0.000111480455,0.0003386776,0.0002013364,0.000268804],"domain_scores_gemma":[0.9994261,0.000015346193,0.00009626315,0.00035810552,0.000013872776,0.00009029492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020493091,0.00012739614,0.00018538957,0.000130369,0.00026318248,0.00001827563,0.00015858302,0.00006363625,0.000031789128],"category_scores_gemma":[0.0000075083826,0.00014908658,0.000056298155,0.0004762488,0.00012611154,0.00014991236,0.00011974476,0.00013896193,0.000095757074],"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":[0.000051966268,0.0003168546,0.0056641684,0.000011969021,0.000031753243,0.005760114,0.8881194,0.006367238,0.034811754,0.000006068901,0.0005199081,0.05833878],"study_design_scores_gemma":[0.0015249044,0.0002496669,0.02604941,0.000066275905,0.000079434874,0.00070635346,0.85867834,0.11006101,0.00038735662,0.00030499467,0.0013230381,0.00056918437],"about_ca_topic_score_codex":0.10381171,"about_ca_topic_score_gemma":0.018981084,"teacher_disagreement_score":0.103693776,"about_ca_system_score_codex":0.00015166025,"about_ca_system_score_gemma":0.00001239111,"threshold_uncertainty_score":0.99891996},"labels":[],"label_agreement":null},{"id":"W2126920904","doi":"","title":"Carbon-based Bifunctional Electrocatalysts for Metal-air Battery Applications","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_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 Waterloo","keywords":"Bifunctional; Battery (electricity); Carbon fibers; Materials science; Nanotechnology; Engineering; Chemistry; Catalysis; Power (physics); Physics; Organic chemistry; Composite material","score_opus":0.006579045426971491,"score_gpt":0.18906534490936439,"score_spread":0.1824862994823929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126920904","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":[0.9930716,0.0003051527,0.0008088058,0.00069534674,0.0004554744,0.0012328785,0.00004012001,0.00031921157,0.0030714232],"genre_scores_gemma":[0.41815016,0.000041624287,0.001943556,0.00008215813,0.00019648673,0.00007218049,0.015529471,0.00015010312,0.56383425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978591,0.000055409833,0.00025022405,0.00074494194,0.0005476612,0.00054262293],"domain_scores_gemma":[0.9978434,0.00013135662,0.00047422922,0.0006675826,0.0007218133,0.00016166303],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015346434,0.00046599188,0.0006291092,0.00071242783,0.00032732377,0.000017197633,0.00065243477,0.0005578532,0.00031746918],"category_scores_gemma":[0.000018007171,0.00056317623,0.0005191457,0.00046929202,0.000095097086,0.00022862674,0.00004096824,0.0003017069,0.00014832382],"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":[0.0024467444,0.0010348549,0.0003578049,0.0032318204,0.0040030815,0.000027566643,0.011785836,0.0063337125,0.9255224,0.01453645,0.016929224,0.013790542],"study_design_scores_gemma":[0.0064711133,0.0011638938,0.0018112649,0.0004186518,0.0042389217,0.000012868922,0.028363787,0.01299579,0.85550785,0.0027949556,0.08283623,0.0033846872],"about_ca_topic_score_codex":0.06061001,"about_ca_topic_score_gemma":0.08097615,"teacher_disagreement_score":0.5749214,"about_ca_system_score_codex":0.0004019725,"about_ca_system_score_gemma":0.00041519426,"threshold_uncertainty_score":0.99968195},"labels":[],"label_agreement":null},{"id":"W2127207096","doi":"","title":"Assessing the Resilience of Ontario's Low Water Response Plan under a Changed Climate Scenario: An Ontario Case Study","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Plan (archaeology); Climate change; Environmental planning; Environmental science; Environmental resource management; Geography; Water resource management; Oceanography; Archaeology; Geology","score_opus":0.015534893105175007,"score_gpt":0.24188106482853344,"score_spread":0.22634617172335844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127207096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980488,0.0000029701448,0.000004979039,0.0002063012,0.0003113049,0.00089853536,0.000006248971,0.000029946374,0.00049095234],"genre_scores_gemma":[0.853207,0.0000041178923,0.0006034801,0.00001549039,0.00000976868,0.000002169426,0.00010988834,0.000022083159,0.14602602],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977691,0.00028915732,0.00022886791,0.0006096845,0.0006306104,0.00047256157],"domain_scores_gemma":[0.99868816,0.000043729928,0.00033301464,0.0007750311,0.000039705363,0.00012037223],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010914968,0.0003337076,0.00041835557,0.0001674652,0.000691437,0.00009356117,0.00074735214,0.00022966243,0.0023021267],"category_scores_gemma":[0.000004006004,0.00025531862,0.00012910663,0.00014236357,0.00024031427,0.00078775757,0.0004049655,0.0006164966,0.000046089986],"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":[0.0012561415,0.0009698858,0.06669023,0.00008047304,0.00013658017,0.0014367141,0.90751535,0.00072238763,0.02029162,0.000006375289,0.00017344025,0.0007207969],"study_design_scores_gemma":[0.0009160433,0.0005945858,0.40631554,0.0000789689,0.00035349908,0.000026445035,0.5894339,0.00012364611,0.0013711638,0.00001990807,0.00038330298,0.00038297565],"about_ca_topic_score_codex":0.97806716,"about_ca_topic_score_gemma":0.9995694,"teacher_disagreement_score":0.3396253,"about_ca_system_score_codex":0.00071304815,"about_ca_system_score_gemma":0.00017230508,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W2128435104","doi":"","title":"The Economic Integration of Recent Immigrants to Canada: A Longitudinal Analysis of Dimensions of Employment Success","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":6,"is_retracted":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; Earnings; Human capital; Demographic economics; Matching (statistics); Labour economics; Longitudinal study; Sociology; Economics; Political science; Economic growth","score_opus":0.01829860398393617,"score_gpt":0.254183838403511,"score_spread":0.23588523441957482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128435104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800086,0.00007847307,0.0000094167735,0.0010054572,0.00017662364,0.00026228695,0.00010487874,0.0000044475933,0.000357531],"genre_scores_gemma":[0.97134763,0.0012766799,0.00008525564,0.0000060895018,0.000014007616,4.9914075e-7,0.00020656316,0.0000047641674,0.027058523],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99892735,0.00011004966,0.00029938418,0.0002149932,0.0002762386,0.0001719561],"domain_scores_gemma":[0.99853307,0.000086600754,0.0006649592,0.00024364406,0.00038888163,0.00008283757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039418606,0.00012254447,0.000505704,0.0003264375,0.00029543487,0.000008514796,0.00038632404,0.00011717577,0.00016310306],"category_scores_gemma":[0.00003161759,0.00011000831,0.00019579884,0.00044901538,0.00011337636,0.000100716985,0.000022715934,0.00007662694,0.0000011596745],"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":[0.00059406174,0.00020198361,0.04461905,0.000113047456,0.0024448324,0.0000028635786,0.92293656,0.004352595,0.0016757344,0.0023367428,0.004643409,0.016079117],"study_design_scores_gemma":[0.0002302645,0.00013362133,0.4634152,0.000107132975,0.0013120336,4.7548316e-8,0.52972096,0.00023105521,0.0032668898,0.000094072224,0.0012693006,0.0002194215],"about_ca_topic_score_codex":0.99513113,"about_ca_topic_score_gemma":0.9999473,"teacher_disagreement_score":0.41879615,"about_ca_system_score_codex":0.000395577,"about_ca_system_score_gemma":0.000881632,"threshold_uncertainty_score":0.44860086},"labels":[],"label_agreement":null},{"id":"W2131418935","doi":"","title":"Topological methods in quantum gravity","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Noncommutative and Quantum Gravity Theories","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":"Institut Périmètre de physique théorique","keywords":"Quantum gravity; Quantum; Physics; Theoretical physics; Topology (electrical circuits); Quantum mechanics; Mathematics; Combinatorics","score_opus":0.016425380210694535,"score_gpt":0.29449417585936305,"score_spread":0.2780687956486685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131418935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932025,0.00007275923,0.00023234427,0.00025309398,0.000198363,0.0001676284,0.000065680666,0.000022500151,0.005785132],"genre_scores_gemma":[0.77617526,0.000026451244,0.011913913,0.00001020714,0.00011321479,0.000001058351,0.000810689,0.000026112231,0.21092308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99877954,0.00030469176,0.00016423475,0.00032016728,0.00014513296,0.00028621964],"domain_scores_gemma":[0.9992182,0.00012025175,0.0002399265,0.00026163945,0.00008707751,0.000072894174],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032248645,0.00025488762,0.0005799349,0.00020709592,0.00014448632,0.00001478626,0.00036790667,0.00019367925,0.001242963],"category_scores_gemma":[0.0000064260494,0.00027533286,0.00024395032,0.00020463296,0.00016496483,0.00016029247,0.000069289825,0.0004581089,0.000049266564],"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":[0.0009947369,0.0011860866,0.04222237,0.00030583292,0.00047753492,0.00006182427,0.29811418,0.00006449392,0.010637469,0.5740404,0.0010528899,0.07084214],"study_design_scores_gemma":[0.001533047,0.0002661699,0.05209331,0.00023629842,0.00022429202,7.6510804e-7,0.76758146,0.00025032586,0.009007684,0.16488044,0.0029970077,0.00092918094],"about_ca_topic_score_codex":0.043053664,"about_ca_topic_score_gemma":0.022593291,"teacher_disagreement_score":0.46946728,"about_ca_system_score_codex":0.000042987886,"about_ca_system_score_gemma":0.00006770913,"threshold_uncertainty_score":0.9999699},"labels":[],"label_agreement":null},{"id":"W2132671464","doi":"","title":"Aspects of metric spaces in computation","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":12,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Metric space; Equidistant; Metric (unit); Mathematics; Similarity (geometry); Set (abstract data type); Curse of dimensionality; Space (punctuation); Constraint (computer-aided design); Theoretical computer science; Search engine indexing; Nearest neighbor search; Computer science; Discrete mathematics; Data mining; Information retrieval; Artificial intelligence; Geometry; Statistics","score_opus":0.012183718721649289,"score_gpt":0.2075819277995772,"score_spread":0.19539820907792793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132671464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890511,0.00020865061,0.004179415,0.0003101024,0.0004525809,0.00028815784,0.0000165717,0.00006796457,0.005425468],"genre_scores_gemma":[0.7162455,0.0010265707,0.054140527,0.000013994128,0.000039865765,4.805136e-7,0.00102083,0.00002780933,0.22748445],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99895227,0.000045142155,0.00013503362,0.00033720347,0.00035715633,0.00017318397],"domain_scores_gemma":[0.99919313,0.000035193872,0.00033155712,0.00029141235,0.000109732755,0.000039001705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012238056,0.0001521669,0.00033767155,0.0011383521,0.00005994712,0.000025711823,0.00088583725,0.00011237272,0.000015433878],"category_scores_gemma":[0.000009332706,0.00018424493,0.000092128976,0.0010860609,0.00004330905,0.0006914591,0.00015408381,0.00012712425,0.000022419299],"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":[0.00032483897,0.0017095632,0.0044294223,0.0038404474,0.0008032327,0.0014913452,0.5983264,0.0040908493,0.002802675,0.061011195,0.019057676,0.30211234],"study_design_scores_gemma":[0.010098222,0.0018652367,0.43912622,0.0024060537,0.00052518945,0.000020839068,0.3367494,0.17458604,0.012687407,0.012897843,0.0050015855,0.0040359334],"about_ca_topic_score_codex":0.017364886,"about_ca_topic_score_gemma":0.014733807,"teacher_disagreement_score":0.4346968,"about_ca_system_score_codex":0.000043371925,"about_ca_system_score_gemma":0.00006342861,"threshold_uncertainty_score":0.98917854},"labels":[],"label_agreement":null},{"id":"W2138047078","doi":"","title":"Design and Analysis of RC4-like Stream Ciphers","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptographic Implementations and Security","field":"Computer Science","cited_by":19,"is_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 Waterloo; University of Regina","keywords":"RC4; Computer science; Stream cipher; Cipher; S-box; Stream cipher attack; Simplicity; Cryptography; Arithmetic; Theoretical computer science; Block cipher; Computer engineering; Algorithm; Encryption; Computer security; Mathematics","score_opus":0.013185498797536508,"score_gpt":0.22742906314942493,"score_spread":0.21424356435188843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138047078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827075,0.00009076469,0.01650573,0.00016211416,0.00008655324,0.00018533095,0.000032097636,0.000032363798,0.00019756872],"genre_scores_gemma":[0.7843888,0.00083277345,0.1737571,0.000030645373,0.000017715969,9.791206e-7,0.0009187045,0.000021120833,0.04003219],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99901634,0.000070216665,0.00014559964,0.00033630128,0.0002601212,0.00017142532],"domain_scores_gemma":[0.99905705,0.000055509,0.0002929478,0.0003667916,0.00015636992,0.00007134602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017258302,0.0001558662,0.00040250688,0.0008910338,0.00013131117,0.00002826192,0.0004954705,0.00011333462,0.00010810329],"category_scores_gemma":[0.000002606584,0.00018420028,0.00019462299,0.0010548136,0.000069683054,0.00028761933,0.000076317774,0.00009953262,0.0000016697368],"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":[0.00025006317,0.00051069574,0.0066620824,0.0004160184,0.0064082425,0.000045998866,0.86780334,0.0023470006,0.003715888,0.019463792,0.0025217277,0.08985516],"study_design_scores_gemma":[0.0032381858,0.00093768205,0.28218248,0.00023692241,0.00872379,0.0000043793257,0.56751317,0.12910776,0.0033620098,0.0014294268,0.0013927068,0.001871493],"about_ca_topic_score_codex":0.012415318,"about_ca_topic_score_gemma":0.040778432,"teacher_disagreement_score":0.30029017,"about_ca_system_score_codex":0.000025029105,"about_ca_system_score_gemma":0.00006263928,"threshold_uncertainty_score":0.99416107},"labels":[],"label_agreement":null},{"id":"W2140065054","doi":"","title":"Adaptive Range Counting and Other Frequency-Based Range Query Problems","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Algorithms and Data Compression","field":"Computer 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":"Range query (database); Range (aeronautics); Data structure; Counting problem; Mathematics; Binary logarithm; Function (biology); Log-log plot; Combinatorics; Discrete mathematics; Algorithm; Computer science; Sargable; Search engine; Web search query","score_opus":0.016258606629158696,"score_gpt":0.2008370117836284,"score_spread":0.1845784051544697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140065054","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":[0.9556815,0.003289057,0.03499599,0.0006300199,0.0010868488,0.0011478927,0.00032688584,0.00037026466,0.0024715478],"genre_scores_gemma":[0.3714932,0.00037868097,0.3718551,0.00038362617,0.0005754789,0.000011221626,0.0013945079,0.00022770803,0.25368047],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867254,0.000076089425,0.00012484883,0.00046105133,0.0003470403,0.00031839914],"domain_scores_gemma":[0.998889,0.000049689224,0.00033037228,0.00045874884,0.00015422226,0.00011793946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024187898,0.00025846387,0.00036002745,0.00022272904,0.00025121853,0.00005630306,0.0006975548,0.00026316373,0.00008148734],"category_scores_gemma":[0.0000053287454,0.00026709313,0.00009864752,0.00018225504,0.00007805732,0.00081417,0.00014598233,0.00024029324,0.000031398515],"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":[0.0009527528,0.001277011,0.045261025,0.005047724,0.00092249847,0.0003299789,0.7724693,0.00032741507,0.0155297015,0.022164728,0.012904341,0.12281354],"study_design_scores_gemma":[0.024649493,0.0028264718,0.29369757,0.015189109,0.0021078822,0.00007712541,0.25776997,0.3280734,0.005143104,0.009751069,0.048250485,0.012464318],"about_ca_topic_score_codex":0.041175537,"about_ca_topic_score_gemma":0.016376397,"teacher_disagreement_score":0.5841883,"about_ca_system_score_codex":0.00004969999,"about_ca_system_score_gemma":0.00009832259,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W2143031849","doi":"","title":"Linear approximations for factored markov decision processes","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":8,"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 Waterloo","funders":"","keywords":"Markov decision process; Mathematical optimization; Computer science; Representation (politics); Linear programming; Dynamic programming; Algorithm; Markov process; Mathematics","score_opus":0.009836518629011503,"score_gpt":0.23134023159719497,"score_spread":0.22150371296818347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143031849","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":[0.6686102,0.00033015077,0.32412395,0.0023847006,0.0010948089,0.0011994786,0.00015314705,0.0005361428,0.0015673918],"genre_scores_gemma":[0.010670352,0.00009711033,0.51117766,0.000016030404,0.00013227304,0.0000021961346,0.0006453237,0.000027058051,0.477232],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988551,0.000029607587,0.00013462876,0.00044572708,0.00029873263,0.00023621655],"domain_scores_gemma":[0.9987315,0.00013818977,0.00027830523,0.00038380147,0.00038286776,0.000085364445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014036923,0.00021148552,0.00031221987,0.00029315325,0.00030479525,0.0000546136,0.0009609349,0.0002166493,0.000055673972],"category_scores_gemma":[0.000084659885,0.00022723955,0.00015186981,0.00033097347,0.000028496852,0.00041673405,0.00008326206,0.00020640579,0.00003098138],"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":[0.0004560431,0.00059711345,0.00039905155,0.003750512,0.00030968478,0.000026566164,0.28381476,0.0023240126,0.00095220166,0.0033251909,0.0122370655,0.6918078],"study_design_scores_gemma":[0.0074211634,0.0015362586,0.012124791,0.0025650018,0.000543105,0.00002191491,0.13421269,0.7257434,0.0070500425,0.0059661125,0.09886181,0.0039536785],"about_ca_topic_score_codex":0.0016260031,"about_ca_topic_score_gemma":0.0072321105,"teacher_disagreement_score":0.7234194,"about_ca_system_score_codex":0.000039521903,"about_ca_system_score_gemma":0.000176996,"threshold_uncertainty_score":0.92665595},"labels":[],"label_agreement":null},{"id":"W2145828957","doi":"","title":"Human Skin Modelling and Rendering","year":2004,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","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":"University of Waterloo; Université de Montréal; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Rendering (computer graphics); Computer science; Computer graphics; Human skin; Reflectivity; Graphics; Beauty; Human–computer interaction; Computer graphics (images); Artificial intelligence; Computer vision; Optics; Aesthetics; Physics; Art","score_opus":0.01762440296885867,"score_gpt":0.23363714898204932,"score_spread":0.21601274601319065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145828957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6896973,0.00014517995,0.30923834,0.00009886167,0.00012936776,0.00015182397,0.0000029256516,0.00023992769,0.00029624527],"genre_scores_gemma":[0.80136496,0.0006027499,0.09819326,0.000029848716,0.000054527005,7.14058e-7,0.00018350536,0.000046277957,0.09952416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991609,0.0000215011,0.000103569444,0.00037271038,0.00019051848,0.00015082504],"domain_scores_gemma":[0.99934626,0.0000068670793,0.00017282952,0.00030270952,0.000108854234,0.00006250705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094721276,0.00016049147,0.00023054967,0.00036787736,0.00022991332,0.00007068632,0.0005583585,0.00016570468,0.0000066988787],"category_scores_gemma":[7.1812855e-7,0.0002052568,0.00008461822,0.00021817812,0.000034035562,0.00030100156,0.00016338429,0.00014641431,0.0000014695046],"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":[0.000016760257,0.00014144092,0.00012344639,0.0008827948,0.00014653278,0.000064784166,0.31570712,0.0017641659,0.0012606474,0.6681915,0.0004801569,0.011220632],"study_design_scores_gemma":[0.0033235569,0.0011457014,0.006112992,0.0036860073,0.00029729184,0.000030722767,0.06468476,0.7113358,0.031020124,0.17196356,0.0024466433,0.003952858],"about_ca_topic_score_codex":0.0117758615,"about_ca_topic_score_gemma":0.0051556546,"teacher_disagreement_score":0.7095716,"about_ca_system_score_codex":0.000032289474,"about_ca_system_score_gemma":0.00004352849,"threshold_uncertainty_score":0.9948048},"labels":[],"label_agreement":null},{"id":"W2152930917","doi":"","title":"Time-Optimal Control of Closed Quantum Systems","year":2009,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Quantum Information and Cryptography","field":"Computer 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optimal control; Bang–bang control; Quantum; Computer science; Operator (biology); Quantum computer; Control (management); Computation; Singularity; Mathematics; Mathematical optimization; Physics; Algorithm; Quantum mechanics; Artificial intelligence; Mathematical analysis","score_opus":0.006045548542539507,"score_gpt":0.17282105731943065,"score_spread":0.16677550877689115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152930917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91832215,0.00005600529,0.078961335,0.0015850093,0.00011036865,0.00017375813,0.000010915524,0.00011571854,0.00066475896],"genre_scores_gemma":[0.9930994,0.0000096509975,0.0031348693,0.000061013874,0.00000838141,6.2759526e-8,0.0000032021576,0.000002258993,0.0036811864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992207,0.000050913783,0.00014058247,0.00014437582,0.00025436515,0.00018905418],"domain_scores_gemma":[0.99920267,0.000025137066,0.00020233665,0.00034317662,0.00014425472,0.00008245235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017951973,0.000098979224,0.00024632123,0.0002333576,0.00008652329,0.000024323876,0.0006466417,0.00006720058,0.000034266443],"category_scores_gemma":[0.0000039769943,0.00010405977,0.00013203948,0.00031231577,0.000100929465,0.00063033466,0.000045968678,0.00006869362,0.00008926104],"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":[0.00046120238,0.0007206762,0.0011119592,0.0002804822,0.00033321793,0.00007607922,0.19916856,0.009932339,0.048545174,0.7081211,0.016048934,0.015200273],"study_design_scores_gemma":[0.0034407005,0.0010263518,0.007579131,0.0000949235,0.000048974158,0.000014988593,0.020389171,0.9620615,0.0018496442,0.00072850223,0.0023439836,0.00042211392],"about_ca_topic_score_codex":0.0008926101,"about_ca_topic_score_gemma":0.000019403666,"teacher_disagreement_score":0.9521292,"about_ca_system_score_codex":0.0000138039895,"about_ca_system_score_gemma":0.000030609193,"threshold_uncertainty_score":0.42434344},"labels":[],"label_agreement":null},{"id":"W2154528064","doi":"","title":"Optimizing Airport Runway Performance by Managing Pavement Infrastructure","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Air Traffic Management 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":"University of Waterloo","keywords":"Runway; Transport engineering; ASDE-X; Engineering; Civil engineering; Geography; Cartography","score_opus":0.0036842347081869394,"score_gpt":0.1562168797522898,"score_spread":0.15253264504410285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154528064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988357,0.0004919774,0.0013726434,0.000060653125,0.000791865,0.00038518087,0.000019345405,0.00034950837,0.0081718145],"genre_scores_gemma":[0.5864454,0.0021695432,0.0083468035,0.00001184981,0.000098198856,0.0000017037725,0.0036075278,0.0001055005,0.39921346],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99908215,0.000010013088,0.00013518505,0.0002101493,0.0002457241,0.00031678507],"domain_scores_gemma":[0.9995115,0.0000050011336,0.00012972034,0.00022793545,0.000048947244,0.00007688622],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000078782774,0.00027776064,0.00028322559,0.00022782413,0.00015449939,0.000020107844,0.0002831839,0.00021985514,0.0005164546],"category_scores_gemma":[6.9231413e-7,0.00034620002,0.000089727226,0.00015226322,0.000024948182,0.00039640898,0.000040725954,0.00022969636,0.000030920684],"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":[0.00010989316,0.000078860154,0.0023985542,0.0051043807,0.00081688055,0.000021355963,0.16466783,0.70070314,0.0023448481,0.00017010314,0.07092878,0.052655354],"study_design_scores_gemma":[0.003283144,0.00027242728,0.028086832,0.0017766396,0.0017620387,0.000004176379,0.28760386,0.613191,0.0073591834,0.000046109642,0.052765712,0.0038488698],"about_ca_topic_score_codex":0.00040653587,"about_ca_topic_score_gemma":0.0008243055,"teacher_disagreement_score":0.40191162,"about_ca_system_score_codex":0.0001079512,"about_ca_system_score_gemma":0.000010824703,"threshold_uncertainty_score":0.999899},"labels":[],"label_agreement":null},{"id":"W2156338262","doi":"","title":"Improvements in the Accuracy of Pairwise Genomic Alignment","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","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":"Pairwise comparison; Smith–Waterman algorithm; Extension (predicate logic); Computer science; Similarity (geometry); Alignment-free sequence analysis; Heuristic; Set (abstract data type); Algorithm; Sensitivity (control systems); Artificial intelligence; Sequence alignment; Data mining; Theoretical computer science; Image (mathematics); Biology; Genetics; Engineering","score_opus":0.007436528175759769,"score_gpt":0.20460731796952858,"score_spread":0.1971707897937688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156338262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99868554,0.00040068082,9.476138e-7,0.00012474075,0.00015905514,0.00027934846,0.0000540163,8.4929076e-7,0.000294837],"genre_scores_gemma":[0.97640866,0.00078586995,0.00026938863,0.000022757566,0.000034952,0.0000011966551,0.00029287147,0.000012456758,0.022171846],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934566,0.00003614885,0.00012099095,0.00023099377,0.000116875206,0.00014933922],"domain_scores_gemma":[0.9993271,0.00001222738,0.00023359492,0.00033743167,0.000066563,0.000023049552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013990799,0.00014674915,0.00020501517,0.00006077829,0.000058130427,0.00000450282,0.00041563244,0.00020398006,0.00001894027],"category_scores_gemma":[0.0000115738385,0.00013570295,0.00012255993,0.00004436344,0.00006186452,9.180853e-7,0.00009077595,0.000112276815,0.0000027556828],"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":[0.00012283339,0.000076540484,0.0020357396,0.000090971145,0.00010672881,0.0000026271844,0.020801362,0.000010118502,0.9740921,0.000019174206,0.00040227137,0.0022394918],"study_design_scores_gemma":[0.0027394232,0.0010227629,0.3238723,0.000117609816,0.000343754,0.000002875984,0.25209978,0.00002129617,0.4025295,0.0003218881,0.016151486,0.00077731],"about_ca_topic_score_codex":0.00795405,"about_ca_topic_score_gemma":0.035728395,"teacher_disagreement_score":0.57156265,"about_ca_system_score_codex":0.000010556219,"about_ca_system_score_gemma":0.000060793813,"threshold_uncertainty_score":0.99865204},"labels":[],"label_agreement":null},{"id":"W2158519974","doi":"","title":"Addressing Health Care Needs For Frail Seniors In Canada: The Role of InterRAI Instruments","year":2013,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":49,"is_retracted":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; Minimum Data Set; Medicine; Quality (philosophy); Plan (archaeology); MEDLINE; Nursing; Integrated care; Gerontology; Nursing homes; Political science","score_opus":0.016576652566865007,"score_gpt":0.2240778382088179,"score_spread":0.2075011856419529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158519974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850341,0.0001599806,0.000006100065,0.013862968,0.000085331456,0.00063096004,0.000038402093,0.000010180315,0.00017198263],"genre_scores_gemma":[0.992257,0.000012939001,0.0010049904,0.00019668057,0.000014192667,0.0000011047044,0.00002757395,0.000011069175,0.006474437],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99921185,0.000038388673,0.0001373089,0.00013545647,0.00021270747,0.00026429864],"domain_scores_gemma":[0.9993312,0.000033730616,0.00014255308,0.00024774548,0.0001408003,0.00010397795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006855248,0.00010492758,0.00030269133,0.00014962383,0.00008123299,0.000004449148,0.00019716463,0.00005084709,0.00009879394],"category_scores_gemma":[0.00001877093,0.000092311755,0.00006413774,0.00017812959,0.00009954543,0.00012548729,0.00008624883,0.0001376937,0.0000034417085],"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":[0.00024141229,0.000098991724,0.23152193,0.0008312091,0.0001589082,0.000006252204,0.61415374,0.000052653915,0.0037006822,0.000054014385,0.012320472,0.13685971],"study_design_scores_gemma":[0.0023042855,0.00027298767,0.09553257,0.0005116695,0.000036149093,0.000005736383,0.89540935,0.0007993092,0.0027703168,0.000035421734,0.00220478,0.0001174436],"about_ca_topic_score_codex":0.9889126,"about_ca_topic_score_gemma":0.9810408,"teacher_disagreement_score":0.28125557,"about_ca_system_score_codex":0.00054084155,"about_ca_system_score_gemma":0.00072896405,"threshold_uncertainty_score":0.3764364},"labels":[],"label_agreement":null},{"id":"W2161886892","doi":"","title":"Misconfiguration Analysis of Network Access Control Policies","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Network Security and Intrusion Detection","field":"Computer 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":"University of Waterloo; DePaul University","keywords":"Access control; Control (management); Computer science; Business; Computer security; Artificial intelligence","score_opus":0.009421786394513755,"score_gpt":0.21987684587924666,"score_spread":0.21045505948473292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161886892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98858005,0.00025222206,0.007863144,0.0007980155,0.00052527565,0.00029451482,0.00002126619,0.00009799562,0.0015674937],"genre_scores_gemma":[0.96430606,0.00033433197,0.001323292,0.00007805751,0.000102908554,3.9005414e-7,0.00031165476,0.000009758545,0.033533543],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987202,0.000112989364,0.00022152235,0.00035402933,0.00035154613,0.00023967629],"domain_scores_gemma":[0.9984438,0.000053353575,0.00065166067,0.0004717197,0.00031072667,0.00006877774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019428198,0.00019407294,0.0006240982,0.00071156275,0.00020278276,0.00007037714,0.0010771094,0.00028206097,0.00014369526],"category_scores_gemma":[0.000008619303,0.00022558695,0.00036519338,0.0016491589,0.000050794235,0.0006737551,0.000059283975,0.00018936938,0.000005942253],"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":[0.0023947388,0.0009885231,0.0045415154,0.0009936561,0.013068036,0.00009566658,0.39559132,0.22219929,0.014718994,0.080827706,0.031835325,0.23274522],"study_design_scores_gemma":[0.0038175907,0.0015568401,0.4541451,0.0009609206,0.0096902875,0.000005377006,0.029572982,0.4711552,0.012291834,0.010281339,0.0040678605,0.0024546636],"about_ca_topic_score_codex":0.025731375,"about_ca_topic_score_gemma":0.09416911,"teacher_disagreement_score":0.4496036,"about_ca_system_score_codex":0.000042871725,"about_ca_system_score_gemma":0.000067998924,"threshold_uncertainty_score":0.98075634},"labels":[],"label_agreement":null},{"id":"W2162199447","doi":"","title":"Developing a Suitability Index for Residential Land Use: A case study in Dianchi Drainage Area","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drainage; Index (typography); Environmental science; Hydrology (agriculture); Water resource management; Land use; Forestry; Geography; Civil engineering; Engineering; Geotechnical engineering; Computer science; Ecology","score_opus":0.016776388104860904,"score_gpt":0.22597524526806595,"score_spread":0.20919885716320505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162199447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987833,0.00001040528,0.00005494203,0.00013913203,0.00007038619,0.00073574734,0.00004538113,0.000022459415,0.0001382577],"genre_scores_gemma":[0.9527578,0.0000030673073,0.0003845233,0.0000046790033,0.000011709101,0.000003932625,0.0002272558,0.00001338275,0.04659367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844694,0.00013058244,0.0002206802,0.0005781641,0.0003028979,0.00032072872],"domain_scores_gemma":[0.99923694,0.00013755244,0.00017740621,0.0003428702,0.000037090664,0.00006811166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043659934,0.0002301448,0.00047311955,0.00019740849,0.00026012992,0.000040539657,0.00027282748,0.00022240698,0.0002718651],"category_scores_gemma":[0.00005699804,0.0002486218,0.00019080531,0.000390656,0.00013587721,0.0003476548,0.0001148026,0.00018665924,0.000009247096],"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":[0.0002601845,0.0003027408,0.92028147,0.00012788102,0.000060721435,0.00071961555,0.07654889,0.00045797232,0.000023710902,0.000004582283,0.00013778236,0.0010744684],"study_design_scores_gemma":[0.0011072865,0.000088125395,0.7534571,0.000038601447,0.00015976024,0.000008864977,0.24386238,0.00059802353,0.000017724433,0.00029658346,0.00005841433,0.00030711875],"about_ca_topic_score_codex":0.82498026,"about_ca_topic_score_gemma":0.9889963,"teacher_disagreement_score":0.16731349,"about_ca_system_score_codex":0.0003351691,"about_ca_system_score_gemma":0.000050955317,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W2163831276","doi":"","title":"Simultaneous Plant/Controller Optimization of Traction Control for Electric Vehicle","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electric and Hybrid Vehicle Technologies","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Control theory (sociology); Fuzzy logic; Controller (irrigation); Engineering; Torque; Electric vehicle; Control engineering; Computer science; Artificial intelligence; Control (management)","score_opus":0.0049138296804810905,"score_gpt":0.18605232600427674,"score_spread":0.18113849632379564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163831276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855378,0.00062351784,0.012320869,0.000041034462,0.00015761709,0.0006573222,0.00008837188,0.000369115,0.00020434534],"genre_scores_gemma":[0.98199064,0.0005888298,0.0011879336,0.0000028418451,0.000027897879,0.0000013312725,0.00028495118,0.00003845465,0.01587714],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992153,0.0000111447025,0.00017261626,0.00018093808,0.00015845051,0.00026152548],"domain_scores_gemma":[0.99927264,0.00018548925,0.00019361064,0.00013019708,0.00018393088,0.000034098626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010183045,0.00019240957,0.00044489684,0.00044986865,0.00007782183,0.0000065272548,0.00019583809,0.00038595122,0.000020222102],"category_scores_gemma":[0.000032883996,0.00023423553,0.00014975348,0.0002498791,0.000024141451,0.00011155272,0.00000439836,0.00021648711,0.000003196458],"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":[0.002261755,0.00013181938,0.00012006933,0.0010829626,0.000666555,0.000028207063,0.004300177,0.8492872,0.10058817,0.00020340642,0.0014536573,0.03987603],"study_design_scores_gemma":[0.002180419,0.00030535282,0.00028012862,0.00007094639,0.00031873208,0.0000027939366,0.0052893646,0.9611595,0.02992375,0.000056983674,0.00011502298,0.0002969816],"about_ca_topic_score_codex":0.0011134462,"about_ca_topic_score_gemma":0.0015579053,"teacher_disagreement_score":0.11187234,"about_ca_system_score_codex":0.000092547845,"about_ca_system_score_gemma":0.00002638899,"threshold_uncertainty_score":0.9551848},"labels":[],"label_agreement":null},{"id":"W2164716566","doi":"","title":"Agritecture: Woven Lea Farm","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Geography","score_opus":0.01240744817536387,"score_gpt":0.21947588344004018,"score_spread":0.2070684352646763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164716566","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":[0.81186575,0.0027583174,0.0000025561517,0.0036417642,0.0016612754,0.00046113614,0.000043786655,0.00019455072,0.17937084],"genre_scores_gemma":[0.050923932,0.00096241507,0.00015099744,0.000019642719,0.0001440751,3.9202763e-7,0.00013010729,0.000013325129,0.94765514],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988415,0.00010675202,0.000083071216,0.00029016007,0.00040844525,0.00027003948],"domain_scores_gemma":[0.99931985,0.000010519055,0.00019869307,0.00016960142,0.00020856172,0.00009277063],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00011874236,0.00018975558,0.00036455202,0.00011719674,0.001988419,0.000011257952,0.00040270368,0.0003885178,0.00043931996],"category_scores_gemma":[0.000029803852,0.00021075008,0.00023989618,0.00022784554,0.0003655199,0.00011672493,0.000030465677,0.00028927933,0.00011308702],"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":[0.00006414057,0.00003984966,0.000057463374,0.00006904705,0.00009591731,0.00004062845,0.97571564,0.0000027921324,0.00024593505,0.0010054681,0.019460656,0.003202443],"study_design_scores_gemma":[0.00018439561,0.000034852797,0.0006562875,0.000064801694,0.00008386871,6.066204e-7,0.7457551,3.27888e-7,0.00003609433,0.00013115225,0.25283113,0.00022138005],"about_ca_topic_score_codex":0.045326374,"about_ca_topic_score_gemma":0.6273118,"teacher_disagreement_score":0.76828426,"about_ca_system_score_codex":0.00014657128,"about_ca_system_score_gemma":0.00016691236,"threshold_uncertainty_score":0.99931085},"labels":[],"label_agreement":null},{"id":"W2165606008","doi":"","title":"Freedom's Voices: Czech and Slovak Immigration to Canada during the Cold War","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Canadian Identity and History","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":"United Nations High Commissioner for Refugees; U.S. Army; University of Waterloo; York University; Government of Ontario","keywords":"Slovak; Czech; Cold war; Immigration; Political science; Economic history; History; Law; Politics; Linguistics; Philosophy","score_opus":0.0038481699473510342,"score_gpt":0.16589549714964177,"score_spread":0.16204732720229073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165606008","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":[0.9941307,0.00022143983,4.4180635e-7,0.0029876586,0.0004687626,0.00030807816,0.000050477407,0.000016107168,0.0018163612],"genre_scores_gemma":[0.085166655,0.00037359772,0.000052733543,0.000038014306,0.00008547888,8.801764e-7,0.000041329626,0.000009550796,0.9142318],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991259,0.00005924887,0.000069354566,0.00020062178,0.0003350288,0.00020983878],"domain_scores_gemma":[0.9993859,0.00002655189,0.00012133453,0.00015439282,0.00014558765,0.00016625912],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00011447436,0.000097083255,0.00016616963,0.00024384778,0.0015851107,0.00009289127,0.00031512242,0.00014930776,0.0003372852],"category_scores_gemma":[0.000018087325,0.00011999376,0.000048621045,0.00019768166,0.00017769336,0.00017643788,0.000026391242,0.00014532528,0.000028919349],"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":[0.00004286826,0.000014068187,0.0002787713,0.00021284986,0.000072624236,0.000027684391,0.910459,0.000018498173,0.0023670695,0.0012531986,0.08401525,0.0012381292],"study_design_scores_gemma":[0.00014344037,0.000017411394,0.011814029,0.00007051701,0.00006252667,3.4740594e-7,0.67750216,0.000006339152,0.000053336957,0.000015174761,0.31011117,0.00020354126],"about_ca_topic_score_codex":0.9999455,"about_ca_topic_score_gemma":0.999999,"teacher_disagreement_score":0.9124154,"about_ca_system_score_codex":0.00081940653,"about_ca_system_score_gemma":0.0010492118,"threshold_uncertainty_score":0.9997147},"labels":[],"label_agreement":null},{"id":"W2165865022","doi":"","title":"Scalpel: optimizing query streams using semantic prefetching","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Database Systems and Queries","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":"University of Waterloo","funders":"","keywords":"Computer science; Latency (audio); Offset (computer science); Data stream mining; Context (archaeology); Database; Data mining; Operating system","score_opus":0.013889125286716389,"score_gpt":0.22223110645502078,"score_spread":0.20834198116830438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165865022","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":[0.9278387,0.00032811053,0.07019368,0.000138672,0.00057398115,0.00026023018,0.000034283577,0.00018605581,0.00044629257],"genre_scores_gemma":[0.093521096,0.0002974851,0.7120991,0.000026786072,0.00022773085,6.629186e-7,0.00050541246,0.00007939907,0.19324236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99842733,0.00006704678,0.0001994455,0.0005813007,0.00035920253,0.00036569813],"domain_scores_gemma":[0.9985544,0.000036224974,0.00044357564,0.0006912697,0.00016219118,0.000112343194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014835641,0.00030681049,0.0004994207,0.00031275852,0.0003354595,0.000048425725,0.0006936379,0.00021701574,0.000029663755],"category_scores_gemma":[0.000011293547,0.00035471402,0.00018188117,0.0002556005,0.000051764306,0.0016784373,0.00024490824,0.00028038258,0.000022392722],"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":[0.00036763525,0.0005345696,0.00086912024,0.0048277886,0.00088987086,0.00080115156,0.6366932,0.03963118,0.06012975,0.038354356,0.001554637,0.21534678],"study_design_scores_gemma":[0.0037437896,0.00045004385,0.0039457553,0.010346072,0.0007349256,0.00014384872,0.5502745,0.38991386,0.023830852,0.0005341661,0.011169789,0.0049124346],"about_ca_topic_score_codex":0.027779475,"about_ca_topic_score_gemma":0.029913396,"teacher_disagreement_score":0.8343176,"about_ca_system_score_codex":0.00012243036,"about_ca_system_score_gemma":0.00015032216,"threshold_uncertainty_score":0.9998905},"labels":[],"label_agreement":null},{"id":"W2167781295","doi":"","title":"The effects of recreational trail design and management decisions on northern leopard frog (Rana pipiens) populations in an urban park","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wildlife-Road Interactions and Conservation","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Leopard frog; Rana; Recreation; Leopard; Geography; National park; Ecology; Biology; Archaeology","score_opus":0.015557694822916001,"score_gpt":0.21539087190636658,"score_spread":0.19983317708345058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167781295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983449,0.000030493955,0.00011597522,0.00023246372,0.00012242845,0.00049533386,0.000010137204,0.000011243634,0.0006370395],"genre_scores_gemma":[0.9156486,0.00023854765,0.0042603128,0.000021362746,0.000016377291,0.0000074847376,0.00050002185,0.00002119569,0.07928609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901956,0.00011854271,0.0001597448,0.00027434863,0.00028519306,0.0001426243],"domain_scores_gemma":[0.99930626,0.00017922944,0.00020031106,0.000237215,0.000029460722,0.000047500143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014344013,0.00014630964,0.00017344173,0.00014002123,0.00031034218,0.000019374356,0.0002079214,0.00010078471,0.000061055376],"category_scores_gemma":[0.000018055021,0.00013750882,0.00006471465,0.00019888398,0.00009407588,0.00022136074,0.00003071402,0.000116663556,0.000016532078],"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":[0.0023588852,0.0016582969,0.72426605,0.00027314966,0.00028512636,0.00007756963,0.082236394,0.026652912,0.005966138,0.0027507911,0.01966011,0.13381456],"study_design_scores_gemma":[0.0004776609,0.0001880328,0.98662806,0.0002321737,0.00008771039,5.322846e-7,0.009606927,0.0016098387,0.00014211709,0.00046292067,0.00040620877,0.00015784538],"about_ca_topic_score_codex":0.026913196,"about_ca_topic_score_gemma":0.26039702,"teacher_disagreement_score":0.26236197,"about_ca_system_score_codex":0.0001216507,"about_ca_system_score_gemma":0.000012988847,"threshold_uncertainty_score":0.9795667},"labels":[],"label_agreement":null},{"id":"W2169580185","doi":"","title":"Optimizing Solvent Extraction of PCBs from Soil","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental remediation with nanomaterials","field":"Engineering","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":"Solvent extraction; Extraction (chemistry); Environmental science; Solvent; Environmental chemistry; Chemistry; Chromatography; Organic chemistry","score_opus":0.006729131669040039,"score_gpt":0.18314747881403626,"score_spread":0.1764183471449962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169580185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99827313,0.00025386218,0.00008480281,0.000025478734,0.0005517466,0.00015297948,0.0000743205,0.00008547429,0.0004981813],"genre_scores_gemma":[0.95068395,0.0012285545,0.006677204,0.0000035245653,0.00008422654,5.219457e-7,0.0017937238,0.00005669402,0.039471608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992086,0.00002153507,0.00018282453,0.00018656801,0.00024752726,0.00015291148],"domain_scores_gemma":[0.99944335,0.000024478946,0.00023710426,0.00020991362,0.000028064813,0.000057059642],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000060023547,0.00019356479,0.00036880476,0.00017526839,0.000042506017,0.000008142605,0.00018181554,0.00027187754,0.00040140314],"category_scores_gemma":[0.0000046231285,0.0002550894,0.00012238508,0.000069640475,0.000026799242,0.00021336398,0.000015522497,0.00012057141,0.000048399772],"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":[0.000091280905,0.000052918138,0.000092384,0.00023949695,0.00013501923,0.000012238884,0.02737641,0.012608836,0.9561665,0.0000054039933,0.00046215748,0.0027573402],"study_design_scores_gemma":[0.00090435054,0.00010168719,0.026240762,0.00048156406,0.0002979052,9.106746e-7,0.045011636,0.0020259833,0.9239479,0.00008589816,0.00039156326,0.0005098835],"about_ca_topic_score_codex":0.0060427105,"about_ca_topic_score_gemma":0.007634142,"teacher_disagreement_score":0.04758921,"about_ca_system_score_codex":0.00013457685,"about_ca_system_score_gemma":0.000015603553,"threshold_uncertainty_score":0.9999901},"labels":[],"label_agreement":null},{"id":"W2171947283","doi":"","title":"Detecting Land Cover Change over a 20 Year Time Period in the Niagara Escarpment Plan Using Satellite Remote Sensing","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","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":"Escarpment; Period (music); Satellite; Remote sensing; Land cover; Cover (algebra); Plan (archaeology); Geography; Environmental science; Meteorology; Land use; Engineering; Archaeology; Civil engineering; Art","score_opus":0.018127823772612413,"score_gpt":0.19722172151891043,"score_spread":0.17909389774629803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171947283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757355,0.00025217407,0.0000023016642,0.0001571962,0.00016243293,0.00023314376,0.000033716646,0.00002394696,0.0015615328],"genre_scores_gemma":[0.9313766,0.0005618376,0.005413734,0.0001980305,0.00038216676,4.521893e-9,0.0017843749,0.000028523284,0.060254727],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876666,0.00015007869,0.00012581403,0.00030817918,0.00032688084,0.00032240085],"domain_scores_gemma":[0.99944466,0.00004883488,0.0001835327,0.00022396231,0.000035756944,0.000063232335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028269354,0.0002214221,0.0003286261,0.00022000106,0.00024119415,0.000066027234,0.00019328592,0.00022287632,0.00018111538],"category_scores_gemma":[0.000007217821,0.00018718687,0.00011282336,0.00018571598,0.00003622577,0.00015621609,0.000008178744,0.00030335976,0.000109234476],"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":[0.0011398925,0.000035946323,0.02243488,0.0002998835,0.00014539843,0.0011714208,0.4021839,0.0019135413,0.0011405953,5.647335e-7,0.00029870236,0.56923527],"study_design_scores_gemma":[0.002332931,0.0004883891,0.7012578,0.001847376,0.00042191922,0.00015227521,0.08973569,0.1963064,0.00022820698,0.00013531145,0.005642724,0.0014509727],"about_ca_topic_score_codex":0.15215017,"about_ca_topic_score_gemma":0.27576202,"teacher_disagreement_score":0.67882293,"about_ca_system_score_codex":0.000019867415,"about_ca_system_score_gemma":0.00004018945,"threshold_uncertainty_score":0.8534957},"labels":[],"label_agreement":null},{"id":"W2172568486","doi":"","title":"The Role of Binocular Vision during the Performance of Complex Manipulation Skills","year":2015,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Motor Control and Adaptation","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":"University of Waterloo","funders":"","keywords":"Monocular; Binocular vision; Task (project management); Monocular vision; Psychology; Stereopsis; Optometry; Computer vision; Audiology; Computer science; Medicine","score_opus":0.016506508759778955,"score_gpt":0.19825539109123702,"score_spread":0.18174888233145806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172568486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99921286,0.000023132465,0.000026452033,0.0004068239,0.00003757926,0.00013873354,0.000004053233,0.000009773316,0.00014056833],"genre_scores_gemma":[0.99389035,0.000031031366,0.0001081473,0.0000054694588,0.000008551141,1.0279548e-7,0.0000012093568,0.000003424336,0.005951711],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99938446,0.00007614393,0.000083440886,0.000103452396,0.00025273446,0.000099742],"domain_scores_gemma":[0.99947846,0.0000513792,0.00017172161,0.00019000183,0.00008003614,0.000028408504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016055249,0.000054607546,0.0000972951,0.00004399925,0.00019222211,0.000007018002,0.00024613482,0.000024819668,0.0000108412205],"category_scores_gemma":[0.000025024148,0.000037688213,0.0000483899,0.00012095232,0.0001576996,0.00019845924,0.00007289609,0.000045610752,0.0000069071516],"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":[0.00014946666,0.00004294611,0.0042439913,0.000024175948,0.000006212872,0.0000011367515,0.0149246715,0.0028816042,0.9743028,0.00093924254,0.000011380766,0.0024723157],"study_design_scores_gemma":[0.0019763794,0.00041949088,0.44211134,0.00007289682,0.000043147058,0.000005624304,0.028122606,0.17157057,0.35327137,0.00042868612,0.0018062508,0.00017167303],"about_ca_topic_score_codex":0.0018553602,"about_ca_topic_score_gemma":0.00039455184,"teacher_disagreement_score":0.6210315,"about_ca_system_score_codex":0.000017968763,"about_ca_system_score_gemma":0.000013276272,"threshold_uncertainty_score":0.2804762},"labels":[],"label_agreement":null},{"id":"W2180619553","doi":"","title":"Finite Element Analysis Workflow for Heat Straightening of Impact-Damaged Steel Bridges","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Metallurgy and Material Forming","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":"Finite element method; Workflow; Structural engineering; Mechanical engineering; Engineering; Materials science; Computer science; Database","score_opus":0.01328148939512467,"score_gpt":0.2231476379623597,"score_spread":0.20986614856723504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180619553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970775,0.00014228973,0.0015786762,0.000012506205,0.00032371827,0.0002659682,0.00024472797,0.000066045395,0.0002885348],"genre_scores_gemma":[0.9261453,0.00012541187,0.005755791,0.0000012688405,0.000050851937,0.0000013529713,0.003111796,0.0000466112,0.0647616],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990803,0.0000262381,0.00020434562,0.00020128608,0.00022173498,0.00026610892],"domain_scores_gemma":[0.9992781,0.0000407614,0.00013588625,0.00024672708,0.0001962166,0.000102277394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023477302,0.00025118358,0.00069647294,0.0005241473,0.00007858753,0.000016208876,0.00024447765,0.00022203162,0.00031213407],"category_scores_gemma":[0.000012168259,0.00027770392,0.00043295242,0.00028207243,0.000026840851,0.0001925483,0.00002492878,0.000116228286,0.0000059283275],"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":[0.0014444711,0.00011767751,0.0004354408,0.0037728616,0.010829839,0.00003056623,0.12829311,0.7614466,0.08042026,0.00018678002,0.002190822,0.010831566],"study_design_scores_gemma":[0.009073377,0.0021301033,0.030360192,0.0023527641,0.025932975,0.000004494646,0.39646763,0.41122654,0.11303651,0.0013004537,0.0036467293,0.004468233],"about_ca_topic_score_codex":0.004951367,"about_ca_topic_score_gemma":0.0146000665,"teacher_disagreement_score":0.35022005,"about_ca_system_score_codex":0.00008831076,"about_ca_system_score_gemma":0.000045684243,"threshold_uncertainty_score":0.9999675},"labels":[],"label_agreement":null},{"id":"W2181558821","doi":"","title":"Examining Place-based Governance Principles in Two Atlantic Canada Protected Areas","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"French Urban and Social Studies","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":"Nature Conservancy of Canada","keywords":"Corporate governance; Political science; Geography; Environmental planning; Public administration; Management; Economics","score_opus":0.020990128841393303,"score_gpt":0.20713202433071218,"score_spread":0.18614189548931886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181558821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835063,0.00034895932,0.0000012414869,0.00043618478,0.0003308679,0.00043938402,0.000031860756,0.00004246887,0.014862691],"genre_scores_gemma":[0.605394,0.00008654552,0.00019761782,0.000009663669,0.00006989381,0.0000016630025,0.00017472176,0.000013954989,0.39405197],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984462,0.00014482942,0.00013971984,0.00030709224,0.0005804857,0.00038164455],"domain_scores_gemma":[0.99922544,0.000092505456,0.00032907646,0.00013241291,0.00014699681,0.000073557574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019232796,0.00019615957,0.00040124686,0.00008784681,0.0005142516,0.000022428334,0.00035781862,0.0001620157,0.00009142458],"category_scores_gemma":[0.00008960628,0.0002455508,0.00006869463,0.00035574252,0.00017987375,0.000100430916,0.000027640488,0.00024705674,0.0000037801146],"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":[0.00062477187,0.0003659808,0.17937644,0.0011219432,0.0002897157,0.0007378606,0.7665535,0.0017795992,0.0003644036,0.01236842,0.033106484,0.003310846],"study_design_scores_gemma":[0.0019166189,0.00006788965,0.5375611,0.0010552756,0.00011392592,1.6660772e-7,0.41206744,0.00028292934,0.00012027203,0.00011822971,0.04579157,0.0009045374],"about_ca_topic_score_codex":0.9993635,"about_ca_topic_score_gemma":0.9999673,"teacher_disagreement_score":0.37918925,"about_ca_system_score_codex":0.0012096546,"about_ca_system_score_gemma":0.0015746256,"threshold_uncertainty_score":0.9999997},"labels":[],"label_agreement":null},{"id":"W2181761038","doi":"","title":"Interface Design for Sonobuoy System","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine and Coastal Research","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":"Interface (matter); Interface design; Human–computer interaction; Computer science; Engineering; Operating system","score_opus":0.01789987210370266,"score_gpt":0.23537108621833552,"score_spread":0.21747121411463285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181761038","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":[0.9134393,0.00045049115,0.06575541,0.000067797075,0.0009347752,0.0014657134,0.00008853253,0.00054197904,0.017256042],"genre_scores_gemma":[0.15355816,0.00009310237,0.0068615717,0.0000012048565,0.000058397924,0.0000018909698,0.00024160443,0.00006788089,0.83911616],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991899,0.00001770039,0.00009782292,0.00019065775,0.0001997745,0.0003041269],"domain_scores_gemma":[0.9994523,0.000060304734,0.000051114435,0.00020307922,0.00014533334,0.00008785669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019899059,0.00018160645,0.00029323078,0.0002681893,0.000078157886,0.000017095006,0.0003166706,0.00024632752,0.00008008818],"category_scores_gemma":[0.0000074445375,0.00022232972,0.00013294045,0.00012508423,0.000020658656,0.000095125135,0.00003769579,0.00020023671,0.000053041593],"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":[0.006645559,0.000304088,0.00015338931,0.060799833,0.00304048,0.00042932577,0.30345878,0.054902945,0.083081156,0.0037163189,0.16207644,0.32139167],"study_design_scores_gemma":[0.0026155927,0.0008031157,0.00045038847,0.0018108226,0.00045723232,0.000009547673,0.74208707,0.12381778,0.10255194,0.00015060975,0.023595482,0.0016504272],"about_ca_topic_score_codex":0.00555675,"about_ca_topic_score_gemma":0.013462583,"teacher_disagreement_score":0.82186013,"about_ca_system_score_codex":0.00012908826,"about_ca_system_score_gemma":0.00004288652,"threshold_uncertainty_score":0.9066343},"labels":[],"label_agreement":null},{"id":"W2182862194","doi":"","title":"Assessment of the Potential Functional Diversity of the Bacterial Community in a Biofilter","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; University of Toronto","keywords":"Biofilter; Compost; Environmental science; Microbial population biology; Microorganism; Stratification (seeds); Diversity index; Community structure; Environmental chemistry; Environmental engineering; Pulp and paper industry; Chemistry; Ecology; Biology; Bacteria; Engineering; Botany; Species richness","score_opus":0.011045646409924371,"score_gpt":0.19717024914130368,"score_spread":0.18612460273137932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182862194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985558,0.000009486236,0.000023429018,0.00022099877,0.0004272895,0.00014792469,0.00009517734,0.000023376702,0.0004965265],"genre_scores_gemma":[0.97064996,0.0000056084755,0.00012929786,0.0000021934493,0.000015336145,1.9867305e-7,0.00009406688,0.0000074585723,0.029095873],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99918604,0.000093107774,0.00015311175,0.0001244132,0.00030804978,0.0001352556],"domain_scores_gemma":[0.99912494,0.000044544817,0.00028454096,0.00042185548,0.00010673477,0.000017362549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013594542,0.00014383614,0.00032305936,0.000113223396,0.0002123967,0.0000035396163,0.0007686642,0.00030821835,0.00017962299],"category_scores_gemma":[0.000026523863,0.00010853064,0.0002762718,0.00019310234,0.00015060866,0.00006694831,0.0006100398,0.0005694973,6.449328e-7],"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":[0.00032030029,0.00033207156,0.023027437,0.00053078635,0.00016565784,0.0000027838846,0.007189088,0.0024595559,0.96397173,0.0002683588,0.0011114569,0.0006207566],"study_design_scores_gemma":[0.0015954481,0.000046634806,0.8970387,0.0003631246,0.00020079856,7.519156e-7,0.033023406,0.0013761179,0.06583621,0.00024095921,0.000064421445,0.00021343245],"about_ca_topic_score_codex":0.045168005,"about_ca_topic_score_gemma":0.017507812,"teacher_disagreement_score":0.89813554,"about_ca_system_score_codex":0.00008520218,"about_ca_system_score_gemma":0.000057401372,"threshold_uncertainty_score":0.976977},"labels":[],"label_agreement":null},{"id":"W2182959296","doi":"","title":"Offender Gender, Mental illness and Trauma Experience in Relation to Re- Contact with the Criminal Justice System","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Relation (database); Criminal justice; Criminology; Psychology; Mental illness; Economic Justice; Psychiatry; Political science; Mental health; Law; Computer science","score_opus":0.02886595944017866,"score_gpt":0.25418658600315663,"score_spread":0.22532062656297797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182959296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99395204,0.00012918761,0.000011572456,0.00018541518,0.00039383408,0.00062077225,0.0000150510095,0.000029456402,0.0046626544],"genre_scores_gemma":[0.9539992,0.000010672081,0.00007813647,0.000034664645,0.000029352621,0.0000041740714,0.0000754431,0.000019563231,0.04574877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989337,0.00010056928,0.000114944894,0.0004038949,0.0002163016,0.00023063547],"domain_scores_gemma":[0.9993658,0.00004714761,0.0001602991,0.00027830485,0.00006860997,0.00007985734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000954864,0.00021175767,0.00028456651,0.00018704004,0.00024985443,0.000023665589,0.00023278917,0.00020020916,0.0003662882],"category_scores_gemma":[0.0000021203164,0.00017776903,0.000048410682,0.00014919038,0.00006115655,0.0001864391,0.000025412464,0.0002376586,0.00006301292],"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":[0.0008823408,0.00006252502,0.0004959856,0.00034656518,0.00009218321,0.00006630325,0.99329394,0.000006398041,0.00041969804,0.0015570957,0.00088438933,0.001892604],"study_design_scores_gemma":[0.0009960153,0.00012987854,0.19351825,0.00018763676,0.00029802107,0.000016506616,0.8043223,0.00002379352,0.00012758457,0.0000021035246,0.00017822666,0.0001996958],"about_ca_topic_score_codex":0.031119613,"about_ca_topic_score_gemma":0.044616297,"teacher_disagreement_score":0.19302227,"about_ca_system_score_codex":0.00008692329,"about_ca_system_score_gemma":0.000019608195,"threshold_uncertainty_score":0.97533226},"labels":[],"label_agreement":null},{"id":"W2182976123","doi":"","title":"Knowledge, First Aid and the Moral Requirements of Rescue","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Response and Management","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":"University of Waterloo","keywords":"Moral injury; Engineering ethics; Psychology; Engineering; Social psychology","score_opus":0.04638758179581937,"score_gpt":0.31896170571046195,"score_spread":0.2725741239146426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182976123","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":[0.969301,0.0005417189,0.0000033622755,0.00084760203,0.00056681485,0.00085827045,0.000026609312,0.000021281272,0.027833384],"genre_scores_gemma":[0.28086415,0.00030844676,0.00008005557,0.000021934215,0.000043195003,0.0000026175778,0.00011639088,0.00001688016,0.71854633],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987397,0.00034061458,0.0002071937,0.00020604982,0.00020696023,0.00029946215],"domain_scores_gemma":[0.99892974,0.000119223754,0.00034216334,0.0003824561,0.0001479125,0.00007847817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005907064,0.00017044629,0.00042825355,0.00018717402,0.0004765965,0.0000036806775,0.0003274183,0.0002137298,0.0004913935],"category_scores_gemma":[0.000024727227,0.00013978072,0.00011134833,0.00012056091,0.00017271747,0.0001588093,0.00024436478,0.00026986309,0.0001220294],"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":[0.0037327893,0.00015929635,0.0029639562,0.0035366984,0.00034043062,0.000005404704,0.95474577,0.0000014108078,0.00014384236,0.008909436,0.02326113,0.002199819],"study_design_scores_gemma":[0.005275027,0.00011661261,0.043494422,0.0015239558,0.00064655213,2.5689906e-7,0.905092,0.00003357289,0.000057626545,0.00046169292,0.04302528,0.00027297658],"about_ca_topic_score_codex":0.024448074,"about_ca_topic_score_gemma":0.14148194,"teacher_disagreement_score":0.6907129,"about_ca_system_score_codex":0.000051653205,"about_ca_system_score_gemma":0.0000793122,"threshold_uncertainty_score":0.9820482},"labels":[],"label_agreement":null},{"id":"W2183326959","doi":"","title":"Agile Architecture Recovery","year":2002,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Software Engineering Methodologies","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":false,"ca_institutions":"","funders":"University of Waterloo; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Agile software development; Architecture; Computer science; Software engineering; History; Archaeology","score_opus":0.016291951158025512,"score_gpt":0.2124145085725811,"score_spread":0.1961225574145556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183326959","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":[0.15193884,0.0006023492,0.84347576,0.00047114727,0.0016111693,0.00024913097,0.000022180699,0.0007582066,0.0008712199],"genre_scores_gemma":[0.00048120602,0.00020742825,0.55185086,0.000010789758,0.000031036478,3.2257384e-7,0.0000785793,0.00002167494,0.44731808],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988203,0.000083230756,0.0001004115,0.0004573346,0.00025624645,0.00028244505],"domain_scores_gemma":[0.9987828,0.00019533465,0.00019751712,0.0006514539,0.0001005172,0.0000723685],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013118413,0.00024559052,0.0003881561,0.0003235696,0.00011097619,0.000024737617,0.0012358812,0.00028831125,0.00005731008],"category_scores_gemma":[0.00009198758,0.0002902144,0.00018272201,0.00029306603,0.00004490377,0.0003302467,0.00015670373,0.00038313048,0.00007718058],"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":[0.00020831589,0.00019144609,0.000043302956,0.0015608962,0.00049428083,0.00057332416,0.35426766,0.13885386,0.012298452,0.0026564938,0.014312782,0.4745392],"study_design_scores_gemma":[0.011382341,0.0060269674,0.024703147,0.008167518,0.0016327631,0.00035179968,0.32977998,0.017184716,0.098921135,0.38762504,0.092716955,0.02150764],"about_ca_topic_score_codex":0.0010835518,"about_ca_topic_score_gemma":0.0017524639,"teacher_disagreement_score":0.45303154,"about_ca_system_score_codex":0.00006769216,"about_ca_system_score_gemma":0.000037697726,"threshold_uncertainty_score":0.999955},"labels":[],"label_agreement":null},{"id":"W2183406173","doi":"","title":"Experimental and Analytical Analysis of Perimeter Radiant Heating Panels","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Enclosure; Radiative transfer; Radiant energy; Radiant heating; Heat transfer; Mechanics; Energy consumption; Mean radiant temperature; Energy conservation; Environmental science; Thermodynamics; Engineering; Optics; Physics; Radiation; Electrical engineering","score_opus":0.00704695290118908,"score_gpt":0.19085038684294042,"score_spread":0.18380343394175133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183406173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987691,0.00026778693,0.00030234648,0.0000068909826,0.00006423855,0.000046669567,0.000018580786,0.000041030296,0.00048337018],"genre_scores_gemma":[0.9777821,0.000032060474,0.0019249117,0.0000013188389,0.000010032047,1.9441968e-7,0.0005295713,0.000016892345,0.01970292],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947923,0.0000143625175,0.00011500494,0.00015440022,0.00011890521,0.000118077165],"domain_scores_gemma":[0.9997096,0.000016858727,0.000071379334,0.00012702373,0.000034519275,0.000040589926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004072731,0.00013793941,0.0003961189,0.00042840946,0.000051191146,0.000008722326,0.00009044208,0.00016735768,0.00009635817],"category_scores_gemma":[0.0000016547086,0.00016757553,0.00015194823,0.00030899615,0.000038965045,0.00008887836,0.000014535703,0.00008714875,3.5063067e-7],"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":[0.00011147724,0.00010920467,0.003004657,0.00040455704,0.0032509817,0.000022313829,0.05406176,0.88217574,0.053840235,0.0005800102,0.00029194003,0.0021471048],"study_design_scores_gemma":[0.0004435147,0.00007955433,0.018740537,0.00011811985,0.0023095882,0.0000012020975,0.033577107,0.9046741,0.039557934,0.000011276119,0.00004837274,0.0004387083],"about_ca_topic_score_codex":0.010073724,"about_ca_topic_score_gemma":0.0020363994,"teacher_disagreement_score":0.022498328,"about_ca_system_score_codex":0.000035282104,"about_ca_system_score_gemma":0.00000913587,"threshold_uncertainty_score":0.99651825},"labels":[],"label_agreement":null},{"id":"W2183809989","doi":"","title":"An ontology-based approach to concern-specific dynamic software structure monitoring","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Service-Oriented Architecture and Web Services","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":"University of Waterloo","funders":"","keywords":"Computer science; Software quality; Resource (disambiguation); Ontology; Software engineering; Computer security; Software; Software development; Operating system; Computer network","score_opus":0.00880884900374482,"score_gpt":0.20940020082471708,"score_spread":0.20059135182097226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183809989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96998245,0.00022679068,0.027579246,0.0002835216,0.00090047275,0.0003899871,0.00007343946,0.0003124461,0.00025165902],"genre_scores_gemma":[0.6064769,0.000020203397,0.36971673,0.00017921618,0.0002062646,0.0000024374472,0.0026606144,0.000080874896,0.020656742],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978846,0.00009318939,0.00016838929,0.00094318856,0.0004620419,0.00044864425],"domain_scores_gemma":[0.99822664,0.00003534707,0.00027191523,0.0010118284,0.00025709398,0.00019716736],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006959174,0.00040979718,0.0005006237,0.0005110723,0.00031631897,0.0000944769,0.002335281,0.0004292687,0.000017043943],"category_scores_gemma":[0.0000011442032,0.0004588439,0.0001569197,0.0005678268,0.000045409957,0.0003984364,0.00011902545,0.0003977592,0.000015735948],"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":[0.0010475797,0.0010980297,0.00919345,0.003138651,0.00050901173,0.00030325394,0.7512848,0.06841683,0.056681935,0.0037794951,0.0015859152,0.102961086],"study_design_scores_gemma":[0.009767396,0.003159943,0.32155758,0.0029003513,0.0008883506,0.0000615747,0.48972365,0.07304403,0.06299431,0.0050125113,0.02103069,0.009859614],"about_ca_topic_score_codex":0.019541517,"about_ca_topic_score_gemma":0.050970107,"teacher_disagreement_score":0.3635055,"about_ca_system_score_codex":0.000116964155,"about_ca_system_score_gemma":0.00012462858,"threshold_uncertainty_score":0.9997863},"labels":[],"label_agreement":null},{"id":"W2183931729","doi":"","title":"Memory, Modernity, and the City: An Interpretive Analysis of Montreal and Toronto's Respective Moves From Their Historic Professional Hockey Arenas","year":2004,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Canadian Identity and History","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":"Modernity; Late modernity; Sociology; Media studies; History; Political science; Social science; Law","score_opus":0.007355231275246419,"score_gpt":0.21353227785380405,"score_spread":0.20617704657855762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183931729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99261135,0.001448463,0.0000038873773,0.00034115848,0.00023670579,0.00024323011,0.0003689936,0.00001588975,0.004730298],"genre_scores_gemma":[0.83583975,0.0010156112,0.00003919489,0.00001034258,0.000042430052,8.540099e-7,0.00017496389,0.0000089898695,0.16286787],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987788,0.00028582857,0.00011561106,0.00033636182,0.00032756646,0.00015582523],"domain_scores_gemma":[0.998996,0.00013879243,0.00033159033,0.0002000867,0.00019951475,0.00013399699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024923353,0.00014847243,0.00054205063,0.00045000188,0.000852982,0.000056883706,0.0003118961,0.00024373957,0.00037943048],"category_scores_gemma":[0.000039284587,0.00015225918,0.0001796473,0.00021367692,0.0011755133,0.00039309327,0.000062548075,0.00018949405,5.9420023e-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":[0.0006340725,0.000052130723,0.0003237834,0.00002399349,0.0007176232,0.0000051497495,0.995009,0.000007547403,0.000046227557,0.00077286287,0.00017682895,0.0022307772],"study_design_scores_gemma":[0.0005643215,0.00005033486,0.07068958,0.00011312855,0.0012480959,1.0144149e-7,0.92461395,0.00010712202,0.000011485747,0.0021230238,0.00029633334,0.0001824955],"about_ca_topic_score_codex":0.99756265,"about_ca_topic_score_gemma":0.99975127,"teacher_disagreement_score":0.15813757,"about_ca_system_score_codex":0.0013793249,"about_ca_system_score_gemma":0.0005876188,"threshold_uncertainty_score":0.6560534},"labels":[],"label_agreement":null},{"id":"W2184629929","doi":"","title":"Modelling Framework for Radio Frequency Spatial Measurement","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Indoor and Outdoor Localization 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antenna (radio); Radio frequency; Radio propagation; Computer science; Electronic engineering; Frequency domain; Finite element method; Set (abstract data type); Engineering; Simulation; Algorithm; Telecommunications; Computer vision","score_opus":0.015041167084037202,"score_gpt":0.18747995434961623,"score_spread":0.17243878726557904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184629929","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":[0.24323152,0.0006544274,0.7528817,0.00007707013,0.0009981934,0.00056477083,0.000085395965,0.0007239112,0.0007830182],"genre_scores_gemma":[0.8082782,0.0005170242,0.13948338,0.000006711898,0.00025326604,0.000007354236,0.0016926461,0.00019532435,0.04956611],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905825,0.000009807368,0.00014716628,0.00022671373,0.00029495964,0.00026313454],"domain_scores_gemma":[0.99935997,0.000019143768,0.000101631354,0.00024851918,0.000235714,0.00003502946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000090373425,0.00024030499,0.000342796,0.0002550222,0.000135026,0.000016475493,0.00030395662,0.00057456136,0.00004437573],"category_scores_gemma":[0.000013687332,0.00030290883,0.0001792265,0.00013129204,0.00003613678,0.000097114455,0.000011990571,0.00024096273,0.000011285779],"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":[0.00020439012,0.00010848069,0.00025414838,0.0037545545,0.00061267574,0.000027407972,0.050389353,0.9016175,0.0048360853,0.017844398,0.007731597,0.012619384],"study_design_scores_gemma":[0.0028754964,0.00037908557,0.00058848434,0.0022977774,0.001114185,0.000002662648,0.10563311,0.7234159,0.09469967,0.062373832,0.0036509465,0.0029688212],"about_ca_topic_score_codex":0.013841482,"about_ca_topic_score_gemma":0.012960956,"teacher_disagreement_score":0.6133983,"about_ca_system_score_codex":0.00018904886,"about_ca_system_score_gemma":0.000038998318,"threshold_uncertainty_score":0.9999423},"labels":[],"label_agreement":null},{"id":"W2184832316","doi":"","title":"Path Following and Stabilization of an Autonomous Bicycle","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Robotic Path Planning Algorithms","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Control theory (sociology); Setpoint; Controller (irrigation); Linearization; Torque; Angular velocity; Feedback linearization; PID controller; Nonlinear system; Engineering; Control engineering; Computer science; Control (management)","score_opus":0.009109268099368914,"score_gpt":0.2040285264891717,"score_spread":0.19491925838980279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184832316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939066,0.00007526522,0.005210431,0.00006398532,0.00030883722,0.00019725905,0.0000075607018,0.000079902034,0.00015012945],"genre_scores_gemma":[0.53157204,0.000042846033,0.38421237,0.0000116695655,0.00003350145,9.1002346e-7,0.0004432275,0.000041628147,0.0836418],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897087,0.00006906244,0.00013145634,0.0003841564,0.00025950992,0.00018495561],"domain_scores_gemma":[0.9990357,0.000032639386,0.0002904533,0.00042229047,0.00012474446,0.00009418314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015634966,0.00016594441,0.00033813767,0.00023812297,0.00011408964,0.0000356402,0.0005803238,0.00018944973,0.000010751023],"category_scores_gemma":[0.000013668273,0.00019610145,0.00008053482,0.00020205263,0.0000402141,0.000749012,0.0000952137,0.0001164269,0.000007819273],"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":[0.00006778647,0.00043358334,0.0065732277,0.0014917097,0.00036400964,0.00021944597,0.8745569,0.0030022387,0.033071704,0.0024808263,0.00032922914,0.07740934],"study_design_scores_gemma":[0.0021335995,0.0011253409,0.16992825,0.0011033904,0.0003235132,0.000014670144,0.1653757,0.64698625,0.010049503,0.0014643527,0.000061963096,0.0014334804],"about_ca_topic_score_codex":0.013350257,"about_ca_topic_score_gemma":0.00076220033,"teacher_disagreement_score":0.7091812,"about_ca_system_score_codex":0.000038187216,"about_ca_system_score_gemma":0.000094211806,"threshold_uncertainty_score":0.9932199},"labels":[],"label_agreement":null},{"id":"W2185362417","doi":"","title":"Low-Power High-Performance Ternary Content Addressable Memory Circuits","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Network Packet Processing and Optimization","field":"Computer Science","cited_by":21,"is_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; CMC Microsystems","keywords":"Content-addressable memory; Ternary operation; Content (measure theory); Power (physics); Computer science; Artificial intelligence; Mathematics; Programming language; Artificial neural network","score_opus":0.011057069940479525,"score_gpt":0.18130032617125397,"score_spread":0.17024325623077444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185362417","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":[0.9900132,0.00024100252,0.004346061,0.00019935683,0.0010962836,0.00022121363,0.000010498502,0.00021544285,0.003656981],"genre_scores_gemma":[0.40384418,0.00014571197,0.005578687,0.000031847394,0.00006431012,8.045554e-7,0.00041116428,0.000028991391,0.5898943],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983889,0.00005141412,0.00018577358,0.0005592789,0.00044023164,0.0003743874],"domain_scores_gemma":[0.9985711,0.000023145456,0.00042619187,0.0005502295,0.00033683382,0.000092521026],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014753442,0.000292471,0.0004092443,0.0002673408,0.00031187618,0.000089145164,0.0011015077,0.00030282635,0.00006013109],"category_scores_gemma":[0.0000044711237,0.00033746668,0.00011012804,0.000360743,0.000071432674,0.0009106182,0.00011590444,0.00027294288,0.00007202189],"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":[0.00092853693,0.0027221886,0.005544263,0.008214448,0.0012461634,0.0011053137,0.33734694,0.13703479,0.023815293,0.0037296356,0.13820776,0.34010467],"study_design_scores_gemma":[0.017789561,0.0033754278,0.14628722,0.016576743,0.0013185868,0.000106637475,0.11632796,0.40213683,0.27867943,0.0019136664,0.0039780713,0.011509862],"about_ca_topic_score_codex":0.0057656635,"about_ca_topic_score_gemma":0.0025188704,"teacher_disagreement_score":0.5862373,"about_ca_system_score_codex":0.000091725014,"about_ca_system_score_gemma":0.00014048726,"threshold_uncertainty_score":0.99990773},"labels":[],"label_agreement":null},{"id":"W2185384308","doi":"","title":"Accuracy Improvement for Measurement of Gas Diffusivity through Thin Porous Media","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Heat and Mass Transfer in Porous Media","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermal diffusivity; Dimensionless quantity; Porous medium; Diffusion; Porosity; Fourier number; Gaseous diffusion; Materials science; Thermodynamics; Mechanics; Chemistry; Physics; Heat transfer coefficient; Heat transfer; Composite material","score_opus":0.018415444993109847,"score_gpt":0.2085196719457826,"score_spread":0.19010422695267276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185384308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946707,0.0009051367,0.00053925783,0.0001209228,0.0018167503,0.0008238689,0.00020707473,0.00013064945,0.0007856588],"genre_scores_gemma":[0.9868258,0.0011418555,0.0022115274,0.0000074093236,0.00016270569,0.0000066301714,0.000849109,0.00008786493,0.008707098],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984534,0.000023352053,0.00025669357,0.00025009,0.00058076496,0.0004357428],"domain_scores_gemma":[0.99900275,0.00008442079,0.0001391108,0.00035664716,0.00028951227,0.0001275338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031218267,0.00033676124,0.00062693364,0.00013564852,0.000080841804,0.0000073592037,0.0003651133,0.00036021383,0.00013337516],"category_scores_gemma":[0.000033850407,0.00038072438,0.00025221586,0.000100273166,0.00005475027,0.000275473,0.000024170045,0.00023825564,0.000009728144],"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":[0.00051733456,0.00054542586,0.0003211893,0.009903268,0.0012230767,0.000015763806,0.5481648,0.00025236417,0.35748687,0.00056374667,0.008785225,0.07222098],"study_design_scores_gemma":[0.008378538,0.0009695984,0.018760458,0.002042199,0.0034554454,0.000004366521,0.2691831,0.000998454,0.6776624,0.0020248888,0.013559132,0.0029614607],"about_ca_topic_score_codex":0.011677302,"about_ca_topic_score_gemma":0.049681094,"teacher_disagreement_score":0.3201755,"about_ca_system_score_codex":0.00017836991,"about_ca_system_score_gemma":0.00008907938,"threshold_uncertainty_score":0.99986446},"labels":[],"label_agreement":null},{"id":"W2185758111","doi":"","title":"Integration of Combined Heat and Power Generators into Small Buildings A Transient Analysis Approach","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort Optimization","field":"Engineering","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":"Transient (computer programming); Transient analysis; Power (physics); Engineering; Architectural engineering; Environmental science; Computer science; Electrical engineering; Transient response; Physics; Thermodynamics","score_opus":0.004538445484370253,"score_gpt":0.15906322354788893,"score_spread":0.1545247780635187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185758111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98401743,0.00017212065,0.015182542,0.000015840145,0.000092109854,0.00011070667,0.000011577577,0.00007049373,0.0003272006],"genre_scores_gemma":[0.96501344,0.00012812123,0.02405782,0.0000022830955,0.000008200699,8.285713e-7,0.001571067,0.00002818473,0.009190031],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936193,0.00002009292,0.00014788263,0.0002140419,0.00013497753,0.000121094745],"domain_scores_gemma":[0.99961394,0.000008379188,0.000074754156,0.00016297355,0.00009641045,0.000043518972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006529802,0.00019618605,0.00040044409,0.0005403351,0.00006953231,0.000012759888,0.00013186684,0.00026338175,0.000017546106],"category_scores_gemma":[0.000001379459,0.00022830593,0.00015676173,0.00049561064,0.000039274953,0.000105052284,0.000011187603,0.00012968744,1.6292105e-7],"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":[0.00010736632,0.00007768539,0.00025885392,0.00042275887,0.0007599064,0.0000021767696,0.041550037,0.92709154,0.027972834,0.0005037683,0.00021562909,0.0010374602],"study_design_scores_gemma":[0.0020219774,0.00033695647,0.009792162,0.00031497623,0.0038819471,0.0000015315458,0.058108717,0.86643225,0.057383444,0.00016217961,0.0002539282,0.0013099238],"about_ca_topic_score_codex":0.014092998,"about_ca_topic_score_gemma":0.016789952,"teacher_disagreement_score":0.060659267,"about_ca_system_score_codex":0.000048824808,"about_ca_system_score_gemma":0.000013269415,"threshold_uncertainty_score":0.99247223},"labels":[],"label_agreement":null},{"id":"W2186001007","doi":"","title":"The Gift of Policing: Understanding Image and Reciprocity","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Law in Society and 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":"Reciprocity (cultural anthropology); Sociology; Epistemology; Psychology; Social psychology; Philosophy","score_opus":0.01964564261851624,"score_gpt":0.24598014738488752,"score_spread":0.2263345047663713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186001007","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":[0.9615456,0.0002964824,0.000005405612,0.004470933,0.00017445593,0.00022187442,0.000014730522,0.000032481625,0.03323802],"genre_scores_gemma":[0.27569237,0.0055719903,0.00054672506,0.000031570922,0.0000918889,1.3772298e-7,0.00004929772,0.000011684749,0.71800435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991726,0.000093628514,0.00007715432,0.0001579372,0.0002976739,0.00020098097],"domain_scores_gemma":[0.9993859,0.0000689221,0.00023367748,0.00012109823,0.00012721849,0.00006319715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033800988,0.00010436753,0.00020830681,0.000015541633,0.0012964936,0.000033275734,0.0002896411,0.00028764643,0.000035017292],"category_scores_gemma":[0.000030561285,0.00009276491,0.00012428657,0.00017148379,0.00056126894,0.00016857918,0.000023981263,0.00019312327,0.0000020137443],"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":[0.00006950215,0.000021717511,0.00017211659,0.00009371455,0.00006979137,0.000002566321,0.9421305,4.943962e-7,0.0010192072,0.049540628,0.0056057363,0.0012740404],"study_design_scores_gemma":[0.00017662959,0.00003619948,0.0020219127,0.000088807144,0.00007990194,1.6937862e-7,0.9844825,0.0000023306852,0.00024793833,0.008135547,0.004606508,0.00012153757],"about_ca_topic_score_codex":0.07724411,"about_ca_topic_score_gemma":0.36475286,"teacher_disagreement_score":0.68585324,"about_ca_system_score_codex":0.00011853135,"about_ca_system_score_gemma":0.000102804144,"threshold_uncertainty_score":0.99717116},"labels":[],"label_agreement":null},{"id":"W2186031012","doi":"","title":"Greenhouse gas flux and budget from an experimentally flooded wetland using stable isotopes and geochemistry","year":2003,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Peatlands and Wetlands Ecology","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":"Wetland; Isotope geochemistry; Flux (metallurgy); Stable isotope ratio; Greenhouse gas; Environmental science; Isotope; Geochemistry; Earth science; Geology; Chemistry; Ecology; Oceanography; Physics; Nuclear physics; Biology","score_opus":0.007619121838526644,"score_gpt":0.20122888231229322,"score_spread":0.19360976047376657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186031012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99839425,0.00015645861,0.000004062339,0.00005809127,0.000068071444,0.00015234202,0.000086918,0.00002192181,0.0010578777],"genre_scores_gemma":[0.85450613,0.00041867586,0.0034141622,0.000044991582,0.000038233615,9.021846e-7,0.0019187401,0.00004553988,0.13961262],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99889654,0.00004958793,0.00010702505,0.0005112981,0.00016694595,0.00026863],"domain_scores_gemma":[0.9994181,0.000016929014,0.00015253428,0.00022907868,0.000012931587,0.00017043542],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007463076,0.00024575787,0.00035951016,0.00005012127,0.0002490674,0.000033679902,0.00018386367,0.00028476177,0.0020424135],"category_scores_gemma":[0.0000037158932,0.00027391457,0.000043273645,0.00006071893,0.000173066,0.00029578822,0.000116959585,0.00014675644,0.0000108070435],"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":[0.00045211535,0.00029073088,0.14312181,0.00012521603,0.00016218009,0.0001383438,0.059236914,0.00004794428,0.7919024,0.000005463724,0.0027880527,0.0017288355],"study_design_scores_gemma":[0.0112974,0.0015023019,0.32138819,0.00043424923,0.0012889261,0.00010811417,0.37098855,0.0051536327,0.27738816,0.0011033404,0.0056607416,0.0036864101],"about_ca_topic_score_codex":0.09964909,"about_ca_topic_score_gemma":0.12494263,"teacher_disagreement_score":0.51451427,"about_ca_system_score_codex":0.00007146425,"about_ca_system_score_gemma":0.000020518804,"threshold_uncertainty_score":0.99997133},"labels":[],"label_agreement":null},{"id":"W2186510134","doi":"","title":"Beverage Consumption Patterns and Oral Health Outcomes: Do Milk and Water Confer Protective Benefits against Sugary- or Acidic-Beverage Consumption?","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Environmental health; Health benefits; Food science; Water consumption; Medicine; Biology; Environmental science; Traditional medicine; Environmental engineering","score_opus":0.02307288871237149,"score_gpt":0.2708251459833801,"score_spread":0.2477522572710086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186510134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99648243,0.00035327178,0.00009262516,0.00022091712,0.0006435585,0.001442559,0.0006175593,0.000101137244,0.00004593765],"genre_scores_gemma":[0.9343206,0.0015885489,0.000104924446,0.00024493,0.000032952805,0.000006631689,0.004139041,0.00005834126,0.059503987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975082,0.0002912695,0.00037823,0.00078315655,0.0004870012,0.0005520992],"domain_scores_gemma":[0.9984929,0.00007066382,0.0004521068,0.0003583445,0.00026577624,0.00036018717],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003536523,0.0004954765,0.00087976584,0.00036249188,0.0005317794,0.000100484016,0.0002187922,0.0005582319,0.0006279683],"category_scores_gemma":[0.000021061978,0.00044997782,0.00013160401,0.00007582944,0.00019521861,0.0004088874,0.00012625544,0.00043840663,0.00014949762],"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":[0.004288312,0.00043160727,0.8212964,0.017608361,0.00066961884,0.00036855467,0.09252922,0.000021879487,0.0008744649,0.00039936727,0.002090634,0.059421573],"study_design_scores_gemma":[0.004571729,0.000439563,0.9536158,0.0011562934,0.00015851333,0.0000504924,0.03773584,0.00010105459,0.0009381705,0.00005511032,0.00043584564,0.0007416031],"about_ca_topic_score_codex":0.021623608,"about_ca_topic_score_gemma":0.2881904,"teacher_disagreement_score":0.26656678,"about_ca_system_score_codex":0.00019566691,"about_ca_system_score_gemma":0.000103622806,"threshold_uncertainty_score":0.9997952},"labels":[],"label_agreement":null},{"id":"W2186632406","doi":"","title":"The Role of Affect in Commercializing New Ideas","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Entrepreneurship Studies and Influences","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":"Affect (linguistics); Psychology; Communication","score_opus":0.011477221034785426,"score_gpt":0.20333419278683906,"score_spread":0.19185697175205363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186632406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910717,0.0013131152,1.5941245e-7,0.0005668892,0.00021727398,0.00016079891,0.0000017359147,0.000018706369,0.006649618],"genre_scores_gemma":[0.9225718,0.0021246532,0.000051429754,0.000059180904,0.0002255703,4.2483254e-7,0.00009551958,0.000024551795,0.0748469],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992785,0.000013644742,0.0001298555,0.00017949975,0.00020455857,0.00019396315],"domain_scores_gemma":[0.9992932,0.000050068316,0.00036775417,0.0001798285,0.00010024721,0.00000890986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011388129,0.00014984561,0.00030302486,0.00018839986,0.00026332584,0.000026533487,0.00038838034,0.00010111936,0.000052206262],"category_scores_gemma":[0.000029455075,0.000135314,0.00013281617,0.00027124342,0.00008139242,0.0003312322,0.000100871905,0.00013649896,0.000029274659],"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":[0.0011490044,0.00023076577,0.71587706,0.001376594,0.0004509747,0.00006570831,0.14242974,0.00020535855,0.0031313193,0.019500269,0.031539492,0.0840437],"study_design_scores_gemma":[0.0011675273,0.000047259626,0.3765999,0.000950383,0.0002495717,6.381008e-7,0.5685564,0.00014873652,0.0006592676,0.0033974,0.047653235,0.0005696251],"about_ca_topic_score_codex":0.26675853,"about_ca_topic_score_gemma":0.26525965,"teacher_disagreement_score":0.42612672,"about_ca_system_score_codex":0.000018747114,"about_ca_system_score_gemma":0.000029216919,"threshold_uncertainty_score":0.7481474},"labels":[],"label_agreement":null},{"id":"W2187071797","doi":"","title":"Development of Microfluidic Chips for High Performance Electrophoresis Separations in Biochemical Applications","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microfluidic and Capillary Electrophoresis 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":"University of Waterloo","keywords":"Microfluidics; Electrophoresis; Nanotechnology; Chromatography; Chemistry; Materials science; Computer science","score_opus":0.005603793316636862,"score_gpt":0.18111327153996665,"score_spread":0.1755094782233298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187071797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99016345,0.008101778,0.0005474657,0.00002924014,0.00003339122,0.00091697177,0.00005740102,0.000052446376,0.00009784764],"genre_scores_gemma":[0.862554,0.07666611,0.011056315,0.0000068209447,0.00006021109,0.00023060247,0.0059107323,0.00012662406,0.043388553],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900776,0.000009973237,0.00029398888,0.00026928226,0.00013739141,0.0002815883],"domain_scores_gemma":[0.99935514,0.00002319476,0.00013176857,0.0002835386,0.00014741674,0.000058942653],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006607362,0.0002303925,0.00038711313,0.00032349568,0.00013218059,0.000007221477,0.00034124072,0.00028270867,0.000088754496],"category_scores_gemma":[0.000002005834,0.0002915841,0.00008916973,0.00035327853,0.0000496663,0.00007313881,0.000018551818,0.00017390946,0.000031624237],"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":[0.000038238795,0.00006344856,0.000027452306,0.0006326459,0.00009121737,1.4594846e-7,0.007004074,0.000009851262,0.9718458,0.00031739756,0.018383214,0.001586533],"study_design_scores_gemma":[0.0004059227,0.00003861915,0.002710909,0.00010006167,0.0000919673,6.609207e-7,0.0055073327,0.00015773193,0.98074985,0.00006909456,0.009827467,0.0003403589],"about_ca_topic_score_codex":0.00057328586,"about_ca_topic_score_gemma":0.00064091006,"teacher_disagreement_score":0.12760943,"about_ca_system_score_codex":0.00014883946,"about_ca_system_score_gemma":0.00014597955,"threshold_uncertainty_score":0.9999536},"labels":[],"label_agreement":null},{"id":"W2187380372","doi":"","title":"Mixture of Latent Variable Models for Remotely Sensed Image Processing","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; University of Waterloo","keywords":"Latent variable; Variable (mathematics); Image processing; Computer science; Artificial intelligence; Remote sensing; Computer vision; Environmental science; Geography; Image (mathematics); Cartography; Mathematics","score_opus":0.01169294876436274,"score_gpt":0.19294891345203508,"score_spread":0.18125596468767233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187380372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8854738,0.0002190571,0.10916786,0.00018980721,0.0005647814,0.00093692227,0.000104620034,0.00037578173,0.0029673597],"genre_scores_gemma":[0.41824576,0.0001427499,0.33686092,0.000009668547,0.00012210714,7.1267027e-7,0.0022275422,0.00024787834,0.24214265],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900913,0.000027573702,0.0001991208,0.0002973959,0.00021781497,0.00024895297],"domain_scores_gemma":[0.99878085,0.00003825681,0.00027785098,0.000347116,0.0004928402,0.00006308258],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013530138,0.00025884542,0.0004913618,0.00024395973,0.00009212929,0.00002402554,0.0002321267,0.00039967048,0.000012167676],"category_scores_gemma":[0.000022477996,0.0003195857,0.00015130633,0.00018169422,0.0000558871,0.0002836572,0.000015846288,0.00020537208,0.0000063441553],"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":[0.00030895817,0.00005911024,0.0000056119234,0.008551567,0.00019575933,0.000009296484,0.042176247,0.045110982,0.8848997,0.00017189818,0.0044492767,0.014061596],"study_design_scores_gemma":[0.0008659594,0.00006750299,0.0003448409,0.0010007496,0.00035240452,0.0000034235147,0.008433307,0.9357925,0.05125677,0.0008613236,0.00050854136,0.0005126739],"about_ca_topic_score_codex":0.0013219588,"about_ca_topic_score_gemma":0.0010152115,"teacher_disagreement_score":0.8906815,"about_ca_system_score_codex":0.00009509671,"about_ca_system_score_gemma":0.00007002936,"threshold_uncertainty_score":0.9999256},"labels":[],"label_agreement":null},{"id":"W2188336204","doi":"","title":"DISCONNECT: Assessing and Managing the Social Effects of Development in the Athabasca Oil Sands","year":2003,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mining and Resource Management","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":"Oil sands; Petroleum engineering; Asphalt; Environmental science; Engineering; Geography; Archaeology","score_opus":0.005869477223060511,"score_gpt":0.18815344433461825,"score_spread":0.18228396711155775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188336204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938926,0.0003307299,0.00002108934,0.0002045777,0.00011554297,0.000088825924,8.481719e-7,0.000018190485,0.0053275777],"genre_scores_gemma":[0.9476284,0.00014341969,0.0002999109,0.000008669544,0.00001635726,0.0000011224076,0.000036854235,0.00001983514,0.051845457],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994006,0.000061839026,0.000087084496,0.00012644923,0.00017158188,0.00015244434],"domain_scores_gemma":[0.99972206,0.000063084044,0.0000745573,0.00011163271,0.000014235209,0.0000144301375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021306232,0.00014040328,0.000207887,0.00013497427,0.00019907705,0.000025818634,0.00020987562,0.00008740862,0.000009752774],"category_scores_gemma":[0.000004677419,0.00010648928,0.000051677987,0.00012493297,0.000044551656,0.00004139702,0.00003152239,0.00017718831,0.0000014260006],"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":[0.000019679801,0.000039334598,0.0005023456,0.00395951,0.00024011756,0.000045822817,0.940995,0.00045793247,0.0005044473,0.0003437617,0.00093598006,0.051956117],"study_design_scores_gemma":[0.0009098919,0.00003117777,0.06001798,0.0012724114,0.0002620083,0.0000020470734,0.9302134,0.00095394376,0.001465196,0.000023039745,0.0044353344,0.00041359177],"about_ca_topic_score_codex":0.0014109476,"about_ca_topic_score_gemma":0.0029423316,"teacher_disagreement_score":0.059515633,"about_ca_system_score_codex":0.000034910565,"about_ca_system_score_gemma":0.000012211863,"threshold_uncertainty_score":0.43425065},"labels":[],"label_agreement":null},{"id":"W2188587544","doi":"","title":"Interorganizational Partner Selection as Negotiation: A Study of Two Distance Education Consortia","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Business Strategy and Innovation","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":"Selection (genetic algorithm); Negotiation; Business; Knowledge management; Political science; Computer science; Artificial intelligence; Law","score_opus":0.01021279234502878,"score_gpt":0.22345318116972746,"score_spread":0.21324038882469867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188587544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945517,0.00002508347,0.000059762187,0.00037515815,0.0005170361,0.00041833663,0.0000033868405,0.000056150708,0.003993353],"genre_scores_gemma":[0.9287993,0.0000075997323,0.00014523057,0.00005272736,0.00031723725,0.000001569787,0.0012698363,0.000023782592,0.06938273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989758,0.000017102071,0.0002601045,0.00030703447,0.00030592314,0.00013401487],"domain_scores_gemma":[0.99757284,0.00000977875,0.0008758803,0.00016327285,0.0013689502,0.000009305764],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010864648,0.0002032512,0.00028570354,0.00048039033,0.00020725878,0.00005634625,0.00021351331,0.00014643806,0.0010344437],"category_scores_gemma":[0.000025523565,0.0002465557,0.000055989192,0.00096457446,0.000042446383,0.0013159085,0.00003408533,0.00015683449,0.000081891],"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":[0.0032055757,0.010870678,0.44001698,0.004797367,0.0012932216,0.000015158104,0.107323565,0.003895312,0.016204292,0.3595922,0.025309598,0.027476061],"study_design_scores_gemma":[0.004468483,0.00024760189,0.51745844,0.0007875203,0.001231698,0.000004100921,0.4593497,0.0026023884,0.0013507125,0.0026789475,0.008544092,0.0012763167],"about_ca_topic_score_codex":0.022739759,"about_ca_topic_score_gemma":0.085826166,"teacher_disagreement_score":0.35691324,"about_ca_system_score_codex":0.000063211235,"about_ca_system_score_gemma":0.00017072668,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W2188598944","doi":"","title":"Exploring Local Economic Development: The Challenges of Cape Breton Island","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Rural development and sustainability","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":"Cape; Geography; Archaeology","score_opus":0.032095149911233835,"score_gpt":0.18204500300740528,"score_spread":0.14994985309617145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188598944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975831,0.0003197749,1.4190762e-7,0.00096937077,0.00015115694,0.00017758406,0.000011327246,0.000019038926,0.0007684939],"genre_scores_gemma":[0.9519882,0.002215471,0.000035943296,0.0000028939044,0.00003354744,0.000001052445,0.00017552066,0.0000014735481,0.045545846],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99916065,0.000049911952,0.00015125428,0.00026176567,0.00016728867,0.00020913318],"domain_scores_gemma":[0.99953234,0.000063228996,0.00019353666,0.00007336069,0.0000902444,0.00004731302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013823774,0.00017257231,0.00030492773,0.00002856506,0.00028079192,0.0000071481995,0.00039223602,0.00014211817,0.00017483642],"category_scores_gemma":[0.000004618272,0.00007781866,0.00012018866,0.00007962101,0.00012225179,0.00018728265,0.00006486091,0.00013010562,0.000021375783],"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":[0.0006189729,0.00017920359,0.006088921,0.0006842206,0.0003321464,0.00004100627,0.49549028,0.000046924957,0.00602818,0.000954244,0.0018356194,0.48770028],"study_design_scores_gemma":[0.00020313088,0.000114635564,0.4753629,0.00011583106,0.000031080803,0.0000021927215,0.5111457,0.000015982932,0.006018523,0.00015248885,0.006492153,0.0003453547],"about_ca_topic_score_codex":0.01650265,"about_ca_topic_score_gemma":0.22795682,"teacher_disagreement_score":0.48735493,"about_ca_system_score_codex":0.000087894754,"about_ca_system_score_gemma":0.00006085174,"threshold_uncertainty_score":0.99004656},"labels":[],"label_agreement":null},{"id":"W2188621516","doi":"","title":"Group Preferences for Rural Amenities and Farmland Preservation in the Niagara Fruit Belt","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Horticultural and Viticultural Research","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":"Geography; Agricultural economics; Forestry; Economics","score_opus":0.031089403492826666,"score_gpt":0.234109796334841,"score_spread":0.20302039284201434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188621516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964049,0.00020311851,5.5929174e-8,0.0024146102,0.00004096366,0.0005793999,0.00009007927,0.000014794284,0.0002520819],"genre_scores_gemma":[0.9145966,0.00053794147,0.000049873324,0.000025741916,0.00007989292,0.0000065016634,0.0017921727,9.470603e-7,0.08291034],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999072,0.000079725796,0.0001135923,0.00021225231,0.00027233723,0.0002500889],"domain_scores_gemma":[0.999509,0.00017103214,0.000106166044,0.000042374853,0.00012425266,0.000047183203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017040924,0.00015941501,0.00022582854,0.000024579285,0.00027974942,0.0000733885,0.0003513988,0.00017485331,0.000102694474],"category_scores_gemma":[0.000022967308,0.00005721053,0.000087324785,0.00014859918,0.00008075175,0.00034931613,0.00003757645,0.000168208,0.0000036245467],"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":[0.0018625149,0.00046304316,0.014739256,0.00091431965,0.0002056809,0.000018242232,0.34096244,0.000007922692,0.27595523,0.0021693122,0.006555005,0.35614705],"study_design_scores_gemma":[0.00035698668,0.00055413914,0.5165371,0.00015876396,0.000056656194,0.0000017762194,0.4761052,0.000036737893,0.0005046145,0.0006625893,0.004754353,0.00027111394],"about_ca_topic_score_codex":0.026205117,"about_ca_topic_score_gemma":0.49558094,"teacher_disagreement_score":0.5017978,"about_ca_system_score_codex":0.00002080369,"about_ca_system_score_gemma":0.0000070846854,"threshold_uncertainty_score":0.98027945},"labels":[],"label_agreement":null},{"id":"W2188658521","doi":"","title":"Load Balancing Schemes for Distributed Real-Time Interactive Virtual World Simulations","year":2000,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Simulation and Modeling Applications","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":"Computer science; Distributed computing; Load balancing (electrical power); Distributed Interactive Simulation; Geography","score_opus":0.007983577883355483,"score_gpt":0.22033880172411224,"score_spread":0.21235522384075675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188658521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933564,0.000025831543,0.0032897354,0.000098154575,0.00016532773,0.00049947173,0.00088326266,0.00038158547,0.0013001994],"genre_scores_gemma":[0.7598535,0.000049801027,0.0023122758,0.000004585776,0.000055264514,0.000003301509,0.008458535,0.000055986508,0.22920679],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920875,0.00001278592,0.00016115316,0.00025066017,0.0001631914,0.00020344257],"domain_scores_gemma":[0.9992072,0.00012723879,0.000101589474,0.00024844706,0.00023846913,0.00007703644],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000045359233,0.00021697767,0.00030822353,0.0002572967,0.00017581234,0.000020910871,0.00018758237,0.00018008279,0.0004644691],"category_scores_gemma":[0.000012791164,0.00029149745,0.00015288156,0.0002409329,0.000025424753,0.00017895669,0.00001237085,0.00016851984,0.000071816474],"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":[0.00054106244,0.00010619046,0.000052629704,0.00025475508,0.00046501448,0.000002662861,0.047204092,0.9124426,0.021675482,0.00045114546,0.009382924,0.0074214134],"study_design_scores_gemma":[0.0011965232,0.000043583717,0.000845741,0.00026166646,0.00028019538,3.9605982e-7,0.015431312,0.9664596,0.0023355917,0.00019657092,0.012388274,0.00056059717],"about_ca_topic_score_codex":0.0016833176,"about_ca_topic_score_gemma":0.010194699,"teacher_disagreement_score":0.23350297,"about_ca_system_score_codex":0.00024387895,"about_ca_system_score_gemma":0.00007374334,"threshold_uncertainty_score":0.9999537},"labels":[],"label_agreement":null},{"id":"W2190653778","doi":"","title":"Onion Root Anatomy and the Uptake of Sulphate and Phosphate Ions","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Banana Cultivation and Research","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":"University of Waterloo","keywords":"Phosphate; Ion; Anatomy; Root (linguistics); Chemistry; Dentistry; Biology; Medicine; Biochemistry; Philosophy; Organic chemistry","score_opus":0.013227154564149702,"score_gpt":0.2296775863197277,"score_spread":0.21645043175557802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2190653778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961447,0.00058736437,2.449717e-7,0.0025713674,0.000048610433,0.00021041764,0.000027608836,0.0000108828735,0.0003987861],"genre_scores_gemma":[0.85237175,0.001347963,0.00006536662,0.000014777698,0.000021723485,2.6866906e-7,0.00024141342,0.0000012737149,0.14593545],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993124,0.00004885182,0.000101188634,0.00018541652,0.0002031575,0.00014896061],"domain_scores_gemma":[0.999516,0.00006637698,0.00014827526,0.00004695298,0.00014193758,0.000080458005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003167696,0.00010544576,0.00022297833,0.000036942234,0.0002549656,0.000016584065,0.00016946187,0.00015866171,0.00016150036],"category_scores_gemma":[0.0000197537,0.00004147245,0.000072690294,0.00022174807,0.000261089,0.00007950956,0.000050421135,0.00014343963,0.0000030019276],"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":[0.003356168,0.0003077878,0.009852994,0.0005915465,0.00045671564,0.000038096914,0.10170498,0.000006089221,0.11634287,0.012470913,0.0032150242,0.75165683],"study_design_scores_gemma":[0.0013755833,0.00017293052,0.8412533,0.00017038581,0.00009450201,0.000002489526,0.1415354,0.00009991168,0.004575833,0.00028755039,0.01019053,0.00024161936],"about_ca_topic_score_codex":0.03054506,"about_ca_topic_score_gemma":0.10417316,"teacher_disagreement_score":0.8314003,"about_ca_system_score_codex":0.000008610042,"about_ca_system_score_gemma":0.0000131457555,"threshold_uncertainty_score":0.9759106},"labels":[],"label_agreement":null},{"id":"W2193659088","doi":"","title":"A Canadian Smart Grid in Transition: A Case Study of Heat for Less","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Integrated Energy Systems Optimization","field":"Engineering","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":"Transition (genetics); Smart grid; Grid; Mechanical engineering; Computer science; Engineering; Materials science; Chemistry; Electrical engineering; Mathematics; Geometry","score_opus":0.0075086617143429605,"score_gpt":0.17835746376397804,"score_spread":0.17084880204963507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193659088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983139,0.000024854146,0.00019950996,0.000042968248,0.00042755087,0.0005774253,0.00008748266,0.000040180854,0.00028614298],"genre_scores_gemma":[0.98859215,0.000008551821,0.0002959248,0.0000019459085,0.000025868325,0.0000038121082,0.00066318194,0.00003852324,0.010370068],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.99930096,0.000043071577,0.00016892764,0.0001846215,0.00010487584,0.00019753884],"domain_scores_gemma":[0.999486,0.000017243265,0.000052018535,0.00018754858,0.00017811455,0.000079049176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010694217,0.00018538155,0.00040620612,0.00063795625,0.00006584798,0.0000073951555,0.00013328085,0.0002732555,0.00002027681],"category_scores_gemma":[0.0000030102442,0.00024114532,0.00007924415,0.00022266709,0.000011734355,0.00010431827,0.0000030237386,0.00013766339,0.0000016827067],"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":[0.00012735973,0.000101855825,0.00022380034,0.0013901002,0.00022654496,0.00058254576,0.40898943,0.58664244,0.00039193913,0.000035772737,0.0008599248,0.00042825635],"study_design_scores_gemma":[0.0018413306,0.00029085143,0.00023829892,0.0004423818,0.00018160047,0.00004302318,0.9035555,0.09234315,0.0005177409,0.0000044231206,0.0001544222,0.00038726762],"about_ca_topic_score_codex":0.9620113,"about_ca_topic_score_gemma":0.99832416,"teacher_disagreement_score":0.49456605,"about_ca_system_score_codex":0.0002622843,"about_ca_system_score_gemma":0.00008100172,"threshold_uncertainty_score":0.9833621},"labels":[],"label_agreement":null},{"id":"W2196740526","doi":"","title":"Hydrogeochemical, Mineralogical and Microbial Processes Occurring in Old Sulfide-Rich Tailings","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Sulfide; Sulfide minerals; Geochemistry; Geology; Environmental science; Mining engineering; Environmental chemistry; Metallurgy; Pyrite; Chemistry; Materials science","score_opus":0.007951127175938117,"score_gpt":0.2039134689634749,"score_spread":0.19596234178753677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196740526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99838877,0.00008635507,0.0000013690747,0.0001471434,0.000034288238,0.00019625103,0.000010666754,0.00004005835,0.001095124],"genre_scores_gemma":[0.90717137,0.00019371424,0.0019413466,0.000043748758,0.0000286445,0.000001121891,0.00038241045,0.00001788919,0.090219736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990866,0.00002457396,0.00012374406,0.000350955,0.00021670657,0.0001973985],"domain_scores_gemma":[0.9995781,0.000021491982,0.00014990769,0.00012514893,0.00003876477,0.000086590924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014836105,0.00017206461,0.000271088,0.00011814924,0.00005879968,0.000013502568,0.00023698453,0.00027061507,0.00026115464],"category_scores_gemma":[0.000054768207,0.00017948235,0.000038329752,0.00024608304,0.00013061636,0.00019473238,0.00012111968,0.00019353321,0.00002671345],"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":[0.00020508704,0.00024400727,0.014221222,0.00069810724,0.000025393336,0.00014298328,0.11574154,0.00002893976,0.8527438,0.00001657661,0.014109857,0.0018224913],"study_design_scores_gemma":[0.004672416,0.00076865876,0.008189559,0.0014161603,0.0003694146,0.00005036913,0.22075602,0.00074902835,0.7395439,0.0036402266,0.016684169,0.003160071],"about_ca_topic_score_codex":0.020848095,"about_ca_topic_score_gemma":0.046187397,"teacher_disagreement_score":0.11319988,"about_ca_system_score_codex":0.00006750409,"about_ca_system_score_gemma":0.000028401819,"threshold_uncertainty_score":0.9856722},"labels":[],"label_agreement":null},{"id":"W2198263708","doi":"","title":"Cascaded Use and Sustainable Management of Lithium-ion Batteries in Mobility and Stationary Power","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Battery Technologies 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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Kungliga Tekniska Högskolan","keywords":"Lithium (medication); Power (physics); Electrical engineering; Automotive engineering; Environmental science; Engineering; Physics; Psychology; Thermodynamics","score_opus":0.008165768793227678,"score_gpt":0.2098637143716593,"score_spread":0.20169794557843163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198263708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99905956,0.00015083767,0.000101388,0.00008019905,0.00003155012,0.0003265938,0.000020828658,0.00006287642,0.00016614239],"genre_scores_gemma":[0.9432483,0.00085152825,0.0020947675,0.0000015836766,0.0000016510484,0.000001734539,0.00011362285,0.000021243386,0.053665627],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99924064,0.000027932674,0.00011164139,0.0002268525,0.00015480442,0.00023813212],"domain_scores_gemma":[0.99954385,0.000043649048,0.000059861984,0.00022644247,0.00009397761,0.00003223128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012565998,0.00014958618,0.00026932723,0.00035424583,0.000048926926,0.000012896717,0.00014213198,0.00018360531,0.00002718824],"category_scores_gemma":[0.000011513363,0.00018250897,0.000024088653,0.00015993221,0.00013834728,0.00037949532,0.00013969696,0.00019737412,0.0000010247626],"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":[0.005359797,0.0010450102,0.09888079,0.12515044,0.002491745,0.0027198254,0.55087966,0.027824732,0.08382056,0.015623412,0.0070185866,0.07918543],"study_design_scores_gemma":[0.0015628883,0.0002845834,0.36227828,0.000739444,0.00007889756,0.000003887248,0.61543876,0.0016149232,0.014587845,0.0015375119,0.0012179837,0.0006550019],"about_ca_topic_score_codex":0.0032337415,"about_ca_topic_score_gemma":0.0025403583,"teacher_disagreement_score":0.26339749,"about_ca_system_score_codex":0.00009116405,"about_ca_system_score_gemma":0.000008090944,"threshold_uncertainty_score":0.74424994},"labels":[],"label_agreement":null},{"id":"W2200429882","doi":"","title":"The Third Distinction of Michael Scot's Liber quattuor distinctionum: a window into the social world of astrologers in the early thirteenth century","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical, Religious, and Philosophical 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":"University of Waterloo","keywords":"Window (computing); History; Ancient history; Classics; Art; Computer science","score_opus":0.014401792159338992,"score_gpt":0.20257550371527314,"score_spread":0.18817371155593415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2200429882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98607856,0.0010556389,0.0000013800029,0.003879609,0.00091351185,0.00037133403,0.000058392303,0.000017917004,0.0076236795],"genre_scores_gemma":[0.947873,0.00027982955,0.000008098151,0.000023010314,0.0004264953,0.000003119972,0.00008657973,0.000015427073,0.051284432],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985956,0.0002307036,0.00026926922,0.00020536828,0.0004399866,0.00025910308],"domain_scores_gemma":[0.99868304,0.00027141877,0.0005627862,0.00023872801,0.00021114858,0.000032870637],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00036078258,0.00022985984,0.00041905427,0.00012687873,0.0014290956,0.00003262501,0.00050667406,0.0001361229,0.00008770537],"category_scores_gemma":[0.000023091767,0.00013636229,0.00030338624,0.00014372158,0.0010446088,0.00012327966,0.00006212039,0.00046600014,0.000016556718],"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":[0.0006321099,0.00019784523,0.0022007842,0.00015963778,0.00020509168,0.000001837657,0.96726793,0.0000015474577,0.00006760051,0.023405788,0.0044384757,0.0014213661],"study_design_scores_gemma":[0.0011760487,0.00043671892,0.106952265,0.00023630969,0.00091950636,8.0089535e-7,0.768983,0.000008674883,0.000039327166,0.005758865,0.11498941,0.000499043],"about_ca_topic_score_codex":0.085764155,"about_ca_topic_score_gemma":0.41434276,"teacher_disagreement_score":0.32857862,"about_ca_system_score_codex":0.000081240614,"about_ca_system_score_gemma":0.00003674152,"threshold_uncertainty_score":0.9998709},"labels":[],"label_agreement":null},{"id":"W2200523128","doi":"","title":"Evaluating Information Retrieval Systems With Multiple Non-Expert Assessors","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mobile Crowdsensing and Crowdsourcing","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":"University of Waterloo","keywords":"Ranking (information retrieval); Relevance (law); Computer science; Information retrieval; Key (lock); Expert system; Test (biology); Machine learning; Data mining; Artificial intelligence","score_opus":0.013713733160320379,"score_gpt":0.22638600976079065,"score_spread":0.21267227660047028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2200523128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914827,0.00006130369,0.0064436547,0.00011305636,0.00064773316,0.0005293145,0.0000056730764,0.000159184,0.00055739906],"genre_scores_gemma":[0.83309066,0.000045077006,0.032709338,0.000026957223,0.00008749635,0.0000020148095,0.0004329914,0.000038245533,0.1335672],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99824136,0.00009059373,0.00022332642,0.00038424466,0.0007168442,0.00034361047],"domain_scores_gemma":[0.99781924,0.00008188348,0.0006327023,0.0006520492,0.00069217983,0.00012195123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037407197,0.0002920786,0.00044052373,0.00035760546,0.0003744744,0.00029262723,0.000777552,0.00029932085,0.000017903387],"category_scores_gemma":[0.000040914227,0.00029431022,0.00010978781,0.00039779613,0.000051494735,0.0018174604,0.00010496729,0.00030596796,0.00010400722],"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":[0.00071532326,0.00019473773,0.0011103868,0.0024789546,0.0005745806,0.00008456019,0.8899861,0.021795021,0.034636762,0.00068023487,0.007030057,0.04071329],"study_design_scores_gemma":[0.0022277383,0.0007169239,0.005228753,0.0018965334,0.00012958169,0.00002613729,0.27624765,0.70509297,0.0064689806,0.000018151954,0.0008326329,0.0011139789],"about_ca_topic_score_codex":0.03788892,"about_ca_topic_score_gemma":0.0020532806,"teacher_disagreement_score":0.68329793,"about_ca_system_score_codex":0.0001295433,"about_ca_system_score_gemma":0.00021396746,"threshold_uncertainty_score":0.9999509},"labels":[],"label_agreement":null},{"id":"W2201212475","doi":"","title":"The Effect of Surface and Loading Conditions on the Corrosion Performance of Stainless Steel Rebar","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Concrete Corrosion and Durability","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":"Rebar; Materials science; Corrosion; Metallurgy; Composite material","score_opus":0.005474851896272911,"score_gpt":0.1874095083140806,"score_spread":0.18193465641780768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2201212475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99882764,0.00016468712,0.0000020618425,0.00009054141,0.0001477749,0.00032805634,0.000044146775,0.000030372756,0.00036469614],"genre_scores_gemma":[0.989105,0.00042161415,0.000013169661,0.0000017227453,0.0000044834755,2.7092742e-7,0.00005386363,0.000011221852,0.010388683],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993094,0.00008575208,0.00013115007,0.0001411026,0.00019512512,0.00013745305],"domain_scores_gemma":[0.99904877,0.00037031242,0.00014384424,0.00030684733,0.00009192173,0.000038293125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029480946,0.00016398905,0.00030806195,0.00006067497,0.0002263992,0.000009072808,0.00022494089,0.00013258297,0.000028878008],"category_scores_gemma":[0.000025094343,0.00011840702,0.000099068326,0.00012590893,0.0001327203,0.000073193754,0.000025139174,0.00022053265,0.0000029028265],"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":[0.002663258,0.000053578602,0.01036943,0.0052328147,0.00014727788,0.000008268707,0.076294415,0.012045235,0.8784648,0.00088423444,0.003506557,0.010330126],"study_design_scores_gemma":[0.0025680654,0.0029746816,0.150281,0.0031257856,0.0005647066,0.000004011897,0.13985983,0.03818058,0.6609185,0.00007712307,0.0005382593,0.0009075063],"about_ca_topic_score_codex":0.0005834915,"about_ca_topic_score_gemma":0.002005818,"teacher_disagreement_score":0.21754636,"about_ca_system_score_codex":0.000041605403,"about_ca_system_score_gemma":0.000017546843,"threshold_uncertainty_score":0.4828498},"labels":[],"label_agreement":null},{"id":"W2202907267","doi":"","title":"On Optimizing Traffic Distribution for Clusters of Network Intrusion Detection and Prevention Systems","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Network Security and Intrusion 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":false,"ca_institutions":"","funders":"University of Waterloo; DePaul University","keywords":"Overhead (engineering); Traffic generation model; Computer science; Network packet; Intrusion detection system; Real-time computing; Distributed computing; Computer network; Data mining","score_opus":0.009102030399329103,"score_gpt":0.1954412335610519,"score_spread":0.18633920316172278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202907267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9199783,0.00024370564,0.07756111,0.00005520426,0.0013214366,0.0007120464,0.000016984339,0.00008009003,0.000031091473],"genre_scores_gemma":[0.97941935,0.0011918874,0.005331728,0.000005865135,0.00015567309,0.0000047844555,0.0005412568,0.000025539892,0.013323929],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872416,0.00011560198,0.00023060558,0.0004290915,0.00027156546,0.00022899636],"domain_scores_gemma":[0.99877894,0.00008911191,0.0005859782,0.00026869448,0.00021120321,0.000066089],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026036147,0.00020840287,0.0003879434,0.00019845722,0.00042719778,0.0000332483,0.00029138554,0.00036668102,0.0000037170075],"category_scores_gemma":[0.000015772663,0.00024643794,0.0001714415,0.00031663818,0.00005505493,0.00039599458,0.00006444009,0.00020294337,0.0000017745365],"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":[0.0060975677,0.0005762154,0.0000180165,0.0045285244,0.0005939221,0.000025079584,0.115911946,0.37203383,0.008730347,0.009899973,0.00707832,0.47450626],"study_design_scores_gemma":[0.0027403699,0.0034308617,0.00075699127,0.00246833,0.00026851115,0.00002979724,0.017084183,0.9652625,0.004645866,0.001212783,0.0012373809,0.0008624462],"about_ca_topic_score_codex":0.0011816602,"about_ca_topic_score_gemma":0.003130505,"teacher_disagreement_score":0.59322864,"about_ca_system_score_codex":0.00010843673,"about_ca_system_score_gemma":0.00004315313,"threshold_uncertainty_score":0.9999988},"labels":[],"label_agreement":null},{"id":"W2203280747","doi":"","title":"Development of a Novel Air Hybrid Engine","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electric and Hybrid Vehicle Technologies","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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Ontario Centres of Excellence","keywords":"Automotive engineering; Engineering","score_opus":0.011384315609724957,"score_gpt":0.17353214966033392,"score_spread":0.16214783405060895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203280747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978315,0.0002344803,0.00042688352,0.000011672886,0.000119519515,0.00012550817,0.000018682806,0.0003358353,0.0008958833],"genre_scores_gemma":[0.84613144,0.00030898617,0.043110367,0.000001815472,0.000014378832,8.660164e-7,0.00028179097,0.000058064696,0.11009226],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993259,0.0000032094008,0.00014044864,0.00016845482,0.0001477157,0.00021427922],"domain_scores_gemma":[0.9995434,0.000009477743,0.00010930921,0.00021647541,0.000083917716,0.000037420737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005401497,0.00020030908,0.0003634643,0.00033517976,0.000051967025,0.0000019806455,0.00035688528,0.0001703569,0.00005765594],"category_scores_gemma":[0.0000040541195,0.0002446762,0.00009076226,0.00015623236,0.000040191262,0.00008191496,0.000035866215,0.00021847789,0.000017370308],"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":[0.00058995024,0.0009811377,0.00080341974,0.00926606,0.0032962656,0.00018853205,0.29872566,0.002532082,0.2881606,0.0024026958,0.008978849,0.38407475],"study_design_scores_gemma":[0.0015585569,0.00015755721,0.010517209,0.0006539417,0.00029193994,0.000009686091,0.051214993,0.003654546,0.92681533,0.00011563141,0.0038562673,0.0011543203],"about_ca_topic_score_codex":0.0016196202,"about_ca_topic_score_gemma":0.005059123,"teacher_disagreement_score":0.63865477,"about_ca_system_score_codex":0.000054827586,"about_ca_system_score_gemma":0.00005797778,"threshold_uncertainty_score":0.9977606},"labels":[],"label_agreement":null},{"id":"W2203384687","doi":"","title":"Pathways of Crime and Delinquency: A life-course analysis of informal social control of antisocial behaviour","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crime Patterns and Interventions","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":"Juvenile delinquency; Life course approach; Criminology; Social control; Psychology; Informal social control; Sociology; Developmental psychology; Social science","score_opus":0.017881730155910134,"score_gpt":0.2741794522145725,"score_spread":0.25629772205866236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203384687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978117,0.00008906194,0.000027444503,0.00013725203,0.00016577514,0.00018711107,0.0007846209,0.000010589515,0.0007864407],"genre_scores_gemma":[0.99039865,0.00007241495,0.000106905914,0.0000036836602,0.00003794564,3.0876546e-7,0.00025036666,0.000007890818,0.009121858],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988108,0.00009483945,0.00032286806,0.00017452589,0.00040307787,0.00019385474],"domain_scores_gemma":[0.99815655,0.000037880534,0.0009317458,0.00013255294,0.00065690646,0.00008434297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034790178,0.00014126649,0.00075223105,0.00046071492,0.00025996222,0.000010327648,0.00030834222,0.00042339115,0.0008659939],"category_scores_gemma":[0.000039593702,0.00017149528,0.00062365655,0.00037695817,0.00050630886,0.00021754598,0.000036206588,0.00020705932,0.0000011874132],"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":[0.00034040172,0.00055558974,0.10755303,0.00041039172,0.0026704867,0.000005313303,0.86825997,0.0000062828444,0.011938015,0.0043598446,0.00041743484,0.003483251],"study_design_scores_gemma":[0.00080789527,0.00015620576,0.58715516,0.000084832325,0.0057181576,7.7270684e-8,0.4050214,0.00008065174,0.0006872587,0.000055306813,0.00004181937,0.00019124693],"about_ca_topic_score_codex":0.23748659,"about_ca_topic_score_gemma":0.35266727,"teacher_disagreement_score":0.4796021,"about_ca_system_score_codex":0.00001690905,"about_ca_system_score_gemma":0.0003001106,"threshold_uncertainty_score":0.9482026},"labels":[],"label_agreement":null},{"id":"W2203945609","doi":"","title":"Analysis of the Weight Function for Implicit Moving Least Squares Techniques","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Numerical Analysis 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Function (biology); Moving least squares; Applied mathematics; Statistics; Econometrics; Biology","score_opus":0.004476849567223779,"score_gpt":0.1950242052392883,"score_spread":0.19054735567206452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203945609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91710484,0.00015940858,0.08041395,0.00011112848,0.000167155,0.00059450715,0.000120940014,0.0005645724,0.0007634704],"genre_scores_gemma":[0.94745386,0.00015882503,0.009999299,0.000010951272,0.000050785722,0.0000066616967,0.0006429406,0.000070062924,0.04160664],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999139,0.000027894248,0.00019163954,0.0002481315,0.0002087016,0.00018463809],"domain_scores_gemma":[0.99901116,0.000052059888,0.0002783061,0.0004207939,0.00019950533,0.000038147104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095694406,0.00022543044,0.0006491052,0.0005900944,0.000112183785,0.0000074822233,0.000402765,0.00025343327,0.000053718195],"category_scores_gemma":[0.000013832458,0.00020831251,0.0006613654,0.0008132861,0.000056137087,0.0001274302,0.0000390002,0.00017164343,0.000001342381],"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":[0.0011627103,0.00035186778,0.011311964,0.006509108,0.023277963,0.0000047798117,0.045910332,0.049382865,0.6137275,0.0038448672,0.00972833,0.23478769],"study_design_scores_gemma":[0.0012234523,0.00091363036,0.08342592,0.0015171085,0.045675244,0.0000014050719,0.067898005,0.15492006,0.6128431,0.0054278052,0.02280897,0.0033452907],"about_ca_topic_score_codex":0.003115025,"about_ca_topic_score_gemma":0.014751639,"teacher_disagreement_score":0.2314424,"about_ca_system_score_codex":0.00008502696,"about_ca_system_score_gemma":0.000011062904,"threshold_uncertainty_score":0.8494738},"labels":[],"label_agreement":null},{"id":"W2204329861","doi":"","title":"Bulk Orientation of Agricultural-Filler Polypropylene Composites","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","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":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Filler (materials); Composite material; Polypropylene; Materials science; Orientation (vector space); Mathematics; Geometry","score_opus":0.007503456041837007,"score_gpt":0.19780047426188607,"score_spread":0.19029701822004907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2204329861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978258,0.00029882125,0.000005066981,0.00015519004,0.00050879514,0.0003371293,0.00008267756,0.000080822254,0.0007056844],"genre_scores_gemma":[0.7297289,0.00019918388,0.005507611,0.000008318663,0.00005250068,6.291151e-7,0.0016644697,0.000028321414,0.26281008],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984617,0.00006059574,0.00026084727,0.000402154,0.0005317581,0.0002828942],"domain_scores_gemma":[0.99839556,0.00005316689,0.0006560018,0.0003232827,0.00047598293,0.00009601324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000066971406,0.00030653208,0.00057022314,0.00026371886,0.00021610147,0.000020199195,0.00056975975,0.0003020115,0.00050579134],"category_scores_gemma":[0.000010764497,0.0002894369,0.00022796648,0.00030681017,0.00021208689,0.00041652302,0.00008731058,0.00019633293,0.00014802291],"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":[0.00022851882,0.000040168976,0.00010238731,0.0002597266,0.000052592255,0.000011112963,0.02911968,0.00020417594,0.96868545,0.00021058711,0.00093732623,0.00014827766],"study_design_scores_gemma":[0.00057305273,0.00019121353,0.0102875065,0.00026395803,0.00014474853,0.000011754579,0.026670836,0.000025496638,0.96133286,0.000026162947,0.00008953675,0.00038285286],"about_ca_topic_score_codex":0.021703472,"about_ca_topic_score_gemma":0.0027071293,"teacher_disagreement_score":0.26809692,"about_ca_system_score_codex":0.00008448934,"about_ca_system_score_gemma":0.00006499925,"threshold_uncertainty_score":0.9999558},"labels":[],"label_agreement":null},{"id":"W2205629463","doi":"","title":"The Impact of Graphene Sheet Size on the Performance of Interconnected Graphene Foam-Based Supercapacitors","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; University of Waterloo","keywords":"Graphene; Graphene foam; Supercapacitor; Materials science; Composite material; Nanotechnology; Business; Graphene nanoribbons; Electrode; Capacitance; Chemistry","score_opus":0.013665234692553666,"score_gpt":0.21874864249714104,"score_spread":0.2050834078045874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205629463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980555,0.000064797045,0.0000012418045,0.00017942258,0.00082580897,0.000425692,0.00023091128,0.000037230006,0.00017938348],"genre_scores_gemma":[0.9972605,0.00010530126,0.00012579808,0.000006053256,0.000052050455,0.0000026154853,0.00014082096,0.000030410014,0.0022764162],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99805444,0.00030192584,0.00036793694,0.00035509313,0.0005893404,0.0003312457],"domain_scores_gemma":[0.99735826,0.00039166692,0.000627878,0.0007852092,0.0007465122,0.00009047138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083611294,0.00034760282,0.0006201124,0.00020720431,0.0003002948,0.000037898993,0.0010206127,0.0002657882,0.0005783376],"category_scores_gemma":[0.0001492586,0.00022412151,0.00039203584,0.00039926652,0.0005235082,0.00024205493,0.00005056413,0.00018651635,0.000022511978],"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":[0.0016226389,0.0001469787,0.0011420737,0.00020335721,0.00011103379,0.0000012305812,0.02538777,0.000188505,0.96932137,0.00022132226,0.0013975028,0.00025621263],"study_design_scores_gemma":[0.001207248,0.0019143752,0.051577102,0.00067347696,0.00024043015,0.0000017075434,0.079715505,0.0006209853,0.86304533,0.00044857795,0.000034815283,0.0005204187],"about_ca_topic_score_codex":0.024989564,"about_ca_topic_score_gemma":0.0027366905,"teacher_disagreement_score":0.10627602,"about_ca_system_score_codex":0.00010997412,"about_ca_system_score_gemma":0.00022278956,"threshold_uncertainty_score":0.9815031},"labels":[],"label_agreement":null},{"id":"W2206564637","doi":"","title":"Endorsement Editorials: Rhetorical Strategies of Compelling Arguments","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Discourse Analysis in Language Studies","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Rhetorical question; Epistemology; Political science; Linguistics; Philosophy","score_opus":0.023953889759662558,"score_gpt":0.24513737622774012,"score_spread":0.22118348646807756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206564637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93106425,0.0012627535,0.000005626624,0.000086665255,0.00924042,0.00024333746,0.00011556732,0.000047535785,0.05793383],"genre_scores_gemma":[0.6400123,0.00022476527,0.00018165338,0.0000017732561,0.0025864053,5.8400275e-7,0.00044727858,0.000023597648,0.3565216],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987455,0.00005048693,0.00023567812,0.0002287672,0.00048382446,0.00025573143],"domain_scores_gemma":[0.99885625,0.000045125566,0.0005324587,0.00024524052,0.0002667603,0.000054145145],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017159642,0.00024403307,0.0006357157,0.0002328802,0.00024275343,0.00004348093,0.00033509397,0.00011627421,0.0038451864],"category_scores_gemma":[0.0000066578514,0.00024554567,0.00027398122,0.000039007915,0.00023475125,0.00034594644,0.00006426831,0.00016087644,0.000069869944],"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":[0.00010073086,0.00030663222,0.00013846149,0.00056717027,0.0014645355,0.00001125419,0.93453354,0.000030243646,0.00089975935,0.049137417,0.012028101,0.00078214507],"study_design_scores_gemma":[0.00030118602,0.00007884056,0.00016211766,0.00019420596,0.00089306367,9.548299e-8,0.9764935,0.000007142715,0.0007234474,0.00030845872,0.02060304,0.0002349246],"about_ca_topic_score_codex":0.032903254,"about_ca_topic_score_gemma":0.0848791,"teacher_disagreement_score":0.2985878,"about_ca_system_score_codex":0.000055638844,"about_ca_system_score_gemma":0.000051927367,"threshold_uncertainty_score":0.9999997},"labels":[],"label_agreement":null},{"id":"W2209420705","doi":"","title":"Towards a Management Plan for the Waterloo Moraine: A Comprehensive Assessment of its Current State within the Region of Waterloo","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Underground infrastructure and sustainability","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":"Current (fluid); Plan (archaeology); State (computer science); Geography; Moraine; Cartography; Operations research; Computer science; Engineering; Archaeology; Physical geography; Electrical engineering; Algorithm","score_opus":0.01239366954058387,"score_gpt":0.22772333959394514,"score_spread":0.21532967005336126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209420705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99476933,0.00054608233,0.0010803234,0.0004942038,0.00060011167,0.002014909,0.00012191614,0.000066144086,0.00030698068],"genre_scores_gemma":[0.96170765,0.0012073222,0.0017060402,0.000016972035,0.00004948993,0.000011939374,0.0006125725,0.000059630558,0.034628365],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998338,0.0000899701,0.00041547127,0.00034115507,0.0004542489,0.00036118898],"domain_scores_gemma":[0.9983338,0.000082700804,0.00041595986,0.0006069694,0.0004958385,0.00006472858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021700414,0.00040804903,0.00066945364,0.0002230339,0.00019522803,0.000027028947,0.00072558544,0.00015856823,0.000017927341],"category_scores_gemma":[0.000005815284,0.00028797623,0.00033543905,0.00021924153,0.00014826519,0.00018328239,0.000082929335,0.000368404,8.757406e-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":[0.0022506088,0.00058898964,0.00037113906,0.032717947,0.0047550946,0.00010142407,0.67832226,0.10800535,0.0061248676,0.006681229,0.011257924,0.14882319],"study_design_scores_gemma":[0.0056129987,0.0017202162,0.10167413,0.0019797843,0.002992978,0.000018837965,0.79303676,0.054543633,0.0137127675,0.014324833,0.0084759975,0.0019070888],"about_ca_topic_score_codex":0.0037331814,"about_ca_topic_score_gemma":0.006202839,"teacher_disagreement_score":0.14691609,"about_ca_system_score_codex":0.0002014361,"about_ca_system_score_gemma":0.00009572566,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W2210924844","doi":"","title":"Decision Support Tools for Strategic Policy Analysis","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Global Trade and Competitiveness","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":"China; Strategic planning; Politics; Conflict analysis; Order (exchange); Political science; Competition (biology); Conflict resolution; Business; Regional science; Geography; Marketing","score_opus":0.025679103884833094,"score_gpt":0.24936849392602606,"score_spread":0.22368939004119295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210924844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98312515,0.000025216397,0.00026601276,0.00030884644,0.00028937255,0.00032486088,0.0000533171,0.00006362071,0.01554362],"genre_scores_gemma":[0.76698166,0.000055944027,0.0015257561,0.00018748775,0.0006254574,0.0000013498479,0.0059146257,0.000045139903,0.22466256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99877477,0.000005719944,0.0001701814,0.00038913474,0.00032369661,0.00033649895],"domain_scores_gemma":[0.9988747,0.0000589978,0.00036567476,0.00026517443,0.00041061608,0.000024802308],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002068325,0.00025273472,0.00051401876,0.0013264711,0.0002130268,0.00016466767,0.0004724476,0.00026388362,0.0005236852],"category_scores_gemma":[0.00002328114,0.00029042456,0.0005158367,0.001245126,0.000039797655,0.000813199,0.000059156,0.0001177881,0.00012030031],"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":[0.014453831,0.0025388608,0.038254563,0.01271892,0.014201759,0.000939301,0.033199802,0.0047085863,0.006507005,0.6700202,0.015570859,0.18688631],"study_design_scores_gemma":[0.006083353,0.00029524378,0.2582865,0.00084698363,0.013807612,0.0000030010408,0.57268625,0.00330257,0.0006031839,0.031911835,0.10898174,0.003191716],"about_ca_topic_score_codex":0.04447302,"about_ca_topic_score_gemma":0.10026384,"teacher_disagreement_score":0.6381084,"about_ca_system_score_codex":0.000059808524,"about_ca_system_score_gemma":0.00008693822,"threshold_uncertainty_score":0.99995476},"labels":[],"label_agreement":null},{"id":"W2211671283","doi":"","title":"Newfound Opportunity? The potential impacts of climate change on the tourism industry of western Newfoundland","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Invertebrate Taxonomy and Ecology","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":"University of Waterloo","keywords":"Climate change; Tourism; Natural resource economics; Geography; Environmental planning; Political science; Environmental resource management; Economy; Environmental ethics; Economics; Oceanography; Archaeology; Geology","score_opus":0.02691224612832582,"score_gpt":0.20594013761657695,"score_spread":0.17902789148825113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2211671283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929005,0.000036092333,3.9035832e-8,0.0052612526,0.00019326755,0.00033405353,0.00008597991,0.000011176892,0.0011776367],"genre_scores_gemma":[0.9805858,0.00038299873,0.000004994581,0.00019766082,0.00014248342,6.5018344e-7,0.0002528057,0.0000015719232,0.018430995],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99900043,0.00014663994,0.0001628253,0.00020095814,0.0002056837,0.00028347183],"domain_scores_gemma":[0.9990369,0.000091955124,0.00054494664,0.00013136058,0.00011426707,0.000080583544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635744,0.00019161808,0.00036381744,0.00003753217,0.00030343185,0.000016215525,0.00055392785,0.00052573025,0.00073819526],"category_scores_gemma":[0.000012457339,0.00007426983,0.00018081312,0.00017105401,0.00015413918,0.00014350528,0.0000653208,0.00041910066,0.000016455455],"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":[0.008827016,0.003495144,0.19114333,0.0014913101,0.0019129735,0.00056465826,0.21166871,0.00009353906,0.12443352,0.0057558874,0.01623911,0.4343748],"study_design_scores_gemma":[0.0003658499,0.0011996123,0.90294874,0.00023164497,0.00020229364,0.000006068917,0.0922095,0.000032255353,0.0007447859,0.00030242556,0.0014695276,0.00028731837],"about_ca_topic_score_codex":0.06961816,"about_ca_topic_score_gemma":0.42242783,"teacher_disagreement_score":0.7118054,"about_ca_system_score_codex":0.000028209695,"about_ca_system_score_gemma":0.000030122801,"threshold_uncertainty_score":0.9365773},"labels":[],"label_agreement":null},{"id":"W2212336836","doi":"","title":"Surface Water Quality Modelling Considering Riparian Wetlands","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Constructed Wetlands for Wastewater Treatment","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":"Riparian zone; Wetland; Water quality; Environmental science; Surface water; Hydrology (agriculture); Water resource management; Geography; Geology; Environmental engineering; Ecology; Geotechnical engineering; Biology; Habitat","score_opus":0.015363140793383846,"score_gpt":0.20871828449567947,"score_spread":0.19335514370229562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212336836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950395,0.000022795813,0.000047676935,0.00029168092,0.00020715965,0.0002964548,0.00003660927,0.0000928235,0.0039652777],"genre_scores_gemma":[0.7470427,0.00005543111,0.0054646493,0.000010115286,0.000016844322,2.7419915e-7,0.0008357965,0.000032324664,0.24654186],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99800515,0.00009552562,0.00025988976,0.00064491294,0.00047512192,0.0005194096],"domain_scores_gemma":[0.9990267,0.000024664758,0.00022707296,0.0005122777,0.000031610638,0.00017768757],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020727245,0.0004024411,0.0005816431,0.000097754644,0.0002959043,0.000035042172,0.00041565506,0.0003402553,0.0018123053],"category_scores_gemma":[0.0000027164065,0.00037992708,0.00023393396,0.00012252087,0.00014995979,0.0002833191,0.00014303543,0.00028222837,0.00040346838],"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":[0.002184992,0.00093302067,0.091361344,0.0008094616,0.0011891939,0.00072484626,0.5160284,0.18579412,0.17768867,0.00020150832,0.0028564497,0.020227987],"study_design_scores_gemma":[0.016632967,0.0015404719,0.11202941,0.0017095561,0.0031128742,0.000119889824,0.4207774,0.03068976,0.3830791,0.0073067127,0.013972418,0.009029409],"about_ca_topic_score_codex":0.11342529,"about_ca_topic_score_gemma":0.1528435,"teacher_disagreement_score":0.24799682,"about_ca_system_score_codex":0.0002683283,"about_ca_system_score_gemma":0.000025297817,"threshold_uncertainty_score":0.9998653},"labels":[],"label_agreement":null},{"id":"W2213228338","doi":"","title":"Raptor Mortality and Behavior at Wind Turbines Along the North Shore of Lake Erie During Autumn Migration 2006-2007","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wind Energy Research and Development","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":"Shore; Oceanography; Environmental science; Wind power; Geography; Fishery; Geology; Ecology; Biology","score_opus":0.012574854637823634,"score_gpt":0.19377383593673758,"score_spread":0.18119898129891396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213228338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988872,0.00020373135,0.0000014190836,0.00002630577,0.00020914453,0.0002160582,0.00020308503,0.00004750841,0.00020557086],"genre_scores_gemma":[0.88788944,0.0006085379,0.00018930013,0.0000011159682,0.000051769144,0.000002036174,0.0014189498,0.000033647946,0.10980521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909943,0.000023842216,0.00014600353,0.00020845092,0.00027588254,0.00024639702],"domain_scores_gemma":[0.99944127,0.00001600499,0.00009417139,0.00023707269,0.000110194,0.00010130156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008155881,0.00021161346,0.00028148296,0.00015509047,0.0001553185,0.000011709642,0.0002102632,0.00017596933,0.00041296106],"category_scores_gemma":[0.0000061362302,0.00019609087,0.000090437905,0.00012417791,0.00009056564,0.00016584476,0.00006181659,0.00017479276,0.0000071231507],"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":[0.00048182174,0.00016434019,0.7990645,0.0025738392,0.000830477,0.0001263715,0.17878316,0.0014197127,0.010919914,0.000021387286,0.003912342,0.0017021102],"study_design_scores_gemma":[0.00030482013,0.00003802799,0.98345053,0.00008738226,0.00013712775,0.000001703486,0.011201646,0.00010522439,0.0038505483,0.000002930131,0.0005974598,0.00022258125],"about_ca_topic_score_codex":0.013221995,"about_ca_topic_score_gemma":0.8318117,"teacher_disagreement_score":0.81858975,"about_ca_system_score_codex":0.00005224509,"about_ca_system_score_gemma":0.00004334078,"threshold_uncertainty_score":0.993349},"labels":[],"label_agreement":null},{"id":"W2213851199","doi":"","title":"Simulation of Metal Electrodeposition Using the Kinetic Monte Carlo and Embedded-Atom Methods","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electron and X-Ray Spectroscopy Techniques","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":"Kinetic Monte Carlo; Monte Carlo method; Kinetic energy; Atom (system on chip); Statistical physics; Dynamic Monte Carlo method; Metal; Materials science; Physics; Computer science; Metallurgy; Mathematics; Classical mechanics; Statistics; Parallel computing","score_opus":0.012484658492013093,"score_gpt":0.28398003357729495,"score_spread":0.2714953750852819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213851199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892929,0.00032635484,0.00973561,0.0000584991,0.000104714614,0.00031165595,0.0000101820015,0.000063001935,0.00009703511],"genre_scores_gemma":[0.9460951,0.00007633219,0.04545308,0.000009954438,0.00003042796,6.1862886e-7,0.00004240644,0.000026638016,0.008265405],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986789,0.00031014587,0.00018043746,0.0003281954,0.0002571997,0.00024510117],"domain_scores_gemma":[0.9988961,0.000106136584,0.00045643986,0.0002985762,0.00019818809,0.00004451963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004629794,0.00021829734,0.00045641375,0.00018930207,0.00019410606,0.000027581726,0.0002774671,0.00021957456,0.000067384804],"category_scores_gemma":[0.000018625904,0.0001987636,0.0001241167,0.00015975766,0.00013304297,0.00019142254,0.000043780095,0.00019043701,0.0000016240609],"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":[0.0001503508,0.00002336631,0.00002242498,0.00014534051,0.000035415625,0.0000013445724,0.012060511,0.0018943906,0.9848178,0.00034213846,0.00001696686,0.00048994244],"study_design_scores_gemma":[0.0002508553,0.0003353522,0.00042431583,0.00013054616,0.00044078124,0.0000028329625,0.0077750776,0.03259143,0.9572998,0.00043642768,0.00006661176,0.00024595225],"about_ca_topic_score_codex":0.014814504,"about_ca_topic_score_gemma":0.006634718,"teacher_disagreement_score":0.043197807,"about_ca_system_score_codex":0.00006503774,"about_ca_system_score_gemma":0.000053043037,"threshold_uncertainty_score":0.99174595},"labels":[],"label_agreement":null},{"id":"W2214499306","doi":"","title":"Knowledge engagement in collaborative water governance: A New Brunswick example","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainability and Climate Change Governance","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":"Corporate governance; Collaborative governance; Political science; Psychology; Public administration; Management; Economics","score_opus":0.019585992349737787,"score_gpt":0.217896837629587,"score_spread":0.1983108452798492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214499306","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":[0.9858698,0.0002291778,0.0000013772249,0.00021585371,0.00024263305,0.00052947516,0.000021208252,0.000028672399,0.012861754],"genre_scores_gemma":[0.1383104,0.00068647,0.00041124297,0.000019880123,0.00003100484,0.0000016339933,0.00019690803,0.000032184704,0.86031026],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99830866,0.00012616806,0.00017705021,0.0005973071,0.0003157823,0.0004750109],"domain_scores_gemma":[0.9991663,0.000030258028,0.00023257773,0.00039421578,0.00004812007,0.00012849085],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028067527,0.00029958712,0.00042117923,0.00006655694,0.00015781658,0.0000146825905,0.000556348,0.00028071183,0.010536398],"category_scores_gemma":[0.000017281593,0.00030347,0.00011291066,0.00034039412,0.0001607004,0.00037708596,0.00026886526,0.00032313712,0.0007269938],"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":[0.00043072714,0.00028952342,0.0068097,0.00026497952,0.000036717356,0.00005724296,0.9809718,0.000041644304,0.001418579,0.00030791212,0.006536551,0.0028345822],"study_design_scores_gemma":[0.0018565496,0.00028040734,0.18365549,0.00028663257,0.00010515752,0.0000010936113,0.74243623,0.0000333826,0.008595679,0.0009927567,0.060926683,0.00082995306],"about_ca_topic_score_codex":0.49663565,"about_ca_topic_score_gemma":0.8583503,"teacher_disagreement_score":0.84755945,"about_ca_system_score_codex":0.00068756816,"about_ca_system_score_gemma":0.00020672021,"threshold_uncertainty_score":0.99994177},"labels":[],"label_agreement":null},{"id":"W2214763202","doi":"","title":"Behaviour of Shear Critical RC Beams with Corroded Longitudinal Steel Reinforcement","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Concrete Corrosion and Durability","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":"University of Waterloo","keywords":"Reinforcement; Structural engineering; Shear (geology); Reinforced concrete; Materials science; Composite material; Engineering","score_opus":0.009825703459790646,"score_gpt":0.2060413446333083,"score_spread":0.19621564117351767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214763202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797237,0.000039749208,0.00020701619,0.000064127315,0.0004186864,0.00024287512,0.000050500304,0.000097651195,0.0009070221],"genre_scores_gemma":[0.95247036,0.000031336473,0.0013670119,0.0000026708294,0.000018186822,6.855532e-7,0.00029834438,0.000031864358,0.045779552],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99890953,0.00001862177,0.00018263677,0.00027688622,0.0003606102,0.00025172115],"domain_scores_gemma":[0.9990092,0.000044014934,0.00009339327,0.00042683093,0.00028384104,0.00014273064],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000104679886,0.0002559633,0.000477536,0.00016746762,0.00008435309,0.000012261268,0.00027392816,0.00034009214,0.0009402571],"category_scores_gemma":[0.000018636885,0.0002759047,0.00015439144,0.00013109915,0.0001564602,0.00014794935,0.00004040389,0.00045230644,0.000017981],"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":[0.008489614,0.0009466705,0.059727795,0.019528318,0.0009960072,0.0007932544,0.37398648,0.014294733,0.49493286,0.0042405357,0.010247271,0.011816464],"study_design_scores_gemma":[0.008160389,0.0033690217,0.3713618,0.0033304712,0.0032281852,0.000054753422,0.41248572,0.024023365,0.16786018,0.00012131922,0.0016332566,0.0043715346],"about_ca_topic_score_codex":0.00588712,"about_ca_topic_score_gemma":0.01804774,"teacher_disagreement_score":0.32707268,"about_ca_system_score_codex":0.00006492972,"about_ca_system_score_gemma":0.00006339645,"threshold_uncertainty_score":0.999973},"labels":[],"label_agreement":null},{"id":"W2215752356","doi":"","title":"Glycemic Control in Long Term Care: Considerations for more Appropriate Individualized Care.","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Frailty in Older Adults","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":"Glycemic; Term (time); Control (management); Medicine; Intensive care medicine; Long-term care; Risk analysis (engineering); Computer science; Nursing; Diabetes mellitus; Artificial intelligence; Endocrinology","score_opus":0.015604119058017465,"score_gpt":0.2600682920413667,"score_spread":0.24446417298334927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215752356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99345726,0.0008986035,0.000024077523,0.0015343189,0.0004092437,0.0026166677,0.0005692336,0.000081222184,0.00040937503],"genre_scores_gemma":[0.8992757,0.00008003504,0.004010728,0.000103375416,0.00009936166,0.000014839816,0.009819243,0.000081045604,0.086515665],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983882,0.000061059414,0.00025516583,0.0004974674,0.0004339097,0.00036419916],"domain_scores_gemma":[0.9980172,0.00010856153,0.0003117826,0.0004422608,0.0009349468,0.00018525771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009229896,0.00033969333,0.00088470965,0.0005086842,0.00013220555,0.000021728732,0.00019943365,0.0005526957,0.000094491115],"category_scores_gemma":[0.00013455129,0.0003949929,0.00024042402,0.00016097994,0.00013859165,0.00016080837,0.00003412548,0.0003846702,0.000018557454],"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":[0.006503604,0.00020830745,0.013885186,0.0055146795,0.0006304864,0.00035861973,0.95650715,0.0000665538,0.0036977471,0.000049384376,0.0063528516,0.006225456],"study_design_scores_gemma":[0.055040877,0.0012423837,0.06868595,0.0024458207,0.0024377257,0.00003999952,0.86661905,0.00015608539,0.0014230158,0.0003458594,0.0005902475,0.0009729966],"about_ca_topic_score_codex":0.015846767,"about_ca_topic_score_gemma":0.14131823,"teacher_disagreement_score":0.12547147,"about_ca_system_score_codex":0.00041774003,"about_ca_system_score_gemma":0.00066718576,"threshold_uncertainty_score":0.9998502},"labels":[],"label_agreement":null},{"id":"W2217381854","doi":"","title":"Visual and Text Coverage of Skin Cancer and Recreational Tanning in Popular North American Magazines from 2000 to 2012","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Skin Protection and 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":"Recreation; Skin cancer; Cancer; Medicine; Dermatology; Political science; Internal medicine","score_opus":0.010419364199232005,"score_gpt":0.25495441363337146,"score_spread":0.24453504943413945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217381854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99852127,0.00043239424,0.000006805541,0.00051481125,0.000063626925,0.00024115163,0.00006496839,0.000010678569,0.00014428124],"genre_scores_gemma":[0.87160474,0.00054355577,0.0011662801,0.00005335078,0.00006331457,0.000001412503,0.00061959005,0.000022404496,0.12592533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932826,0.00002584248,0.00010281962,0.00023399002,0.00019441152,0.000114675684],"domain_scores_gemma":[0.99949783,0.00001601522,0.00016046765,0.00008092896,0.00013058765,0.00011416715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060856783,0.00013003571,0.00038179525,0.00032221014,0.000041863903,0.000006085597,0.00004411213,0.00007175265,0.00011272166],"category_scores_gemma":[0.000017425366,0.00014469279,0.000032195898,0.00023410397,0.000057943445,0.00010987169,0.000027398013,0.00014060552,0.0000031389804],"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":[0.002780477,0.00016047442,0.6559577,0.000442203,0.0002651683,0.00009707117,0.17096072,0.00010785202,0.009071971,0.000009086888,0.0026047681,0.15754248],"study_design_scores_gemma":[0.0011884052,0.00017594737,0.95446974,0.00055785937,0.00012430018,0.0000029641592,0.041539934,0.00014563787,0.00038129988,0.000016739343,0.0012266537,0.00017052403],"about_ca_topic_score_codex":0.1474085,"about_ca_topic_score_gemma":0.1798498,"teacher_disagreement_score":0.298512,"about_ca_system_score_codex":0.00008597524,"about_ca_system_score_gemma":0.00010121608,"threshold_uncertainty_score":0.858269},"labels":[],"label_agreement":null},{"id":"W2217602966","doi":"","title":"Thermal and Hydrological Response of Rock Glaciers to Climate Change: A Scenario Based Simulation Study","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rock glacier; Glacier; Permafrost; Climate change; Precipitation; Climatology; Glacier mass balance; Snow; Geology; Surface runoff; Glacier morphology; Meltwater; Landform; Debris; Physical geography; Hydrology (agriculture); Cryosphere; Geomorphology; Meteorology; Geography; Ice stream; Oceanography","score_opus":0.022398162229672895,"score_gpt":0.22069129503697352,"score_spread":0.19829313280730063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2217602966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988793,0.00007112195,0.000013458149,0.0003291306,0.000106018655,0.00047764197,0.000063801,0.000018632618,0.000040897638],"genre_scores_gemma":[0.9961145,0.000021468868,0.00030921804,0.0000445981,0.000020096426,2.6840956e-7,0.00015474645,0.0000038618427,0.0033312324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905807,0.00014088003,0.00011897759,0.00026729042,0.00022155218,0.00019325264],"domain_scores_gemma":[0.9992915,0.00019504636,0.00017072154,0.0001606987,0.00009686244,0.000085188774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031609254,0.00014975562,0.00032235088,0.000097715274,0.00023887852,0.000011195519,0.00015807264,0.00011920833,0.0003507166],"category_scores_gemma":[0.000040073646,0.0001427876,0.00006638973,0.0002042336,0.000035496192,0.000090814734,0.000021924547,0.000093006885,0.000017478604],"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":[0.007935107,0.00015200357,0.6608033,0.0001751933,0.000100093785,0.000020608744,0.13978,0.18173483,0.00017879973,0.0000036968484,0.00006903815,0.00904733],"study_design_scores_gemma":[0.00049469224,0.000880909,0.8855844,0.000038523725,0.00008809736,8.071095e-8,0.054479316,0.05812298,0.000006654653,0.0000022811412,0.00016370573,0.00013835315],"about_ca_topic_score_codex":0.030621849,"about_ca_topic_score_gemma":0.09755928,"teacher_disagreement_score":0.2247811,"about_ca_system_score_codex":0.0000064848336,"about_ca_system_score_gemma":0.00002287242,"threshold_uncertainty_score":0.9758333},"labels":[],"label_agreement":null},{"id":"W2219008125","doi":"","title":"Ametros: A Technogenetic Simulation Game for Professional Communication Coursework","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Coursework; Computer science; Mathematics education; Psychology","score_opus":0.03013224441960344,"score_gpt":0.346547943280293,"score_spread":0.31641569886068954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219008125","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":[0.9889256,0.0003194463,0.0010831777,0.003561186,0.0009764414,0.0012630218,0.000047820224,0.000091218375,0.003732117],"genre_scores_gemma":[0.2843617,0.0002078036,0.027832977,0.000027106149,0.00015338615,0.000006458071,0.0008913713,0.000023314507,0.6864959],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99878496,0.0002614652,0.00013229498,0.00024096922,0.00036556195,0.00021475072],"domain_scores_gemma":[0.99818325,0.00050027354,0.00039639542,0.00028923727,0.000546385,0.00008444199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082254683,0.00013570923,0.00026767186,0.00017161427,0.00064882525,0.00002357568,0.00046899598,0.00041779337,0.00019013532],"category_scores_gemma":[0.0002321232,0.00016311937,0.00015397562,0.0002348145,0.00018394017,0.00013601001,0.000026348085,0.00018884373,0.000014800226],"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":[0.000708356,0.0007126913,0.0026452027,0.0010903816,0.0003003763,8.3644375e-7,0.7844135,0.00300474,0.0022307788,0.07809881,0.0129050715,0.11388922],"study_design_scores_gemma":[0.0011565303,0.00019711288,0.026294352,0.0010868582,0.00045382328,1.4158366e-7,0.70477414,0.0020959608,0.0004006453,0.023643125,0.23910715,0.00079015316],"about_ca_topic_score_codex":0.01147353,"about_ca_topic_score_gemma":0.0500645,"teacher_disagreement_score":0.7045639,"about_ca_system_score_codex":0.00013214353,"about_ca_system_score_gemma":0.0004094686,"threshold_uncertainty_score":0.99510914},"labels":[],"label_agreement":null},{"id":"W2221546024","doi":"","title":"Impact and Benefit Agreements and the Political Ecology of Mineral Development in Nunavut","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":21,"is_retracted":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; Political ecology; Ecology; Geography; Political science; Environmental planning; Natural resource economics; Biology; Economics; Law","score_opus":0.013416294011019968,"score_gpt":0.28196343654359385,"score_spread":0.2685471425325739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2221546024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966673,0.00012579751,1.8874158e-7,0.0008706669,0.00015447086,0.000600149,0.000027520513,0.000004802147,0.0015490685],"genre_scores_gemma":[0.8812797,0.00012466504,0.00018950133,0.00004660016,0.000023836237,0.0000028572156,0.00018267019,0.000010740699,0.1181394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988078,0.000096921875,0.00022128486,0.00018784152,0.000094458155,0.0005917271],"domain_scores_gemma":[0.99930304,0.00015921204,0.00023972214,0.00010108528,0.00014258438,0.00005432809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024566532,0.00014811911,0.00052715355,0.00016697316,0.00076469925,0.0000014632303,0.00011136805,0.00032278083,0.00012188628],"category_scores_gemma":[0.0000142205945,0.00011831543,0.000048965027,0.00006223306,0.0001734705,0.000032671658,0.00014443645,0.00027504205,0.000006763238],"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":[0.00068783935,0.000087685374,0.5190471,0.0005388048,0.00017381582,0.000012835956,0.47543812,0.000003165164,0.00004521396,0.0032073758,0.0004735992,0.0002845014],"study_design_scores_gemma":[0.0018244209,0.000095099975,0.6834343,0.00006871237,0.000050114744,6.03757e-7,0.31399944,0.000010249279,0.0000047927206,0.00032992303,0.000099685196,0.00008265431],"about_ca_topic_score_codex":0.30072868,"about_ca_topic_score_gemma":0.9455754,"teacher_disagreement_score":0.6448467,"about_ca_system_score_codex":0.00023254698,"about_ca_system_score_gemma":0.00020802536,"threshold_uncertainty_score":0.7039278},"labels":[],"label_agreement":null},{"id":"W2224027304","doi":"","title":"Statistical Methods on Survival Data with Measurement Error","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Statistical Methods and Inference","field":"Mathematics","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":"University of Waterloo; Johns Hopkins University","keywords":"Covariate; Estimator; Observational error; Errors-in-variables models; Statistics; Proportional hazards model; Type I and type II errors; Expression (computer science); Computer science; Word error rate; Econometrics; Survival analysis; Mathematics; Artificial intelligence","score_opus":0.14781191056898854,"score_gpt":0.3670054383818827,"score_spread":0.21919352781289417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224027304","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":[0.105745114,0.000047504294,0.87562263,0.00068298506,0.0011076072,0.0010515916,0.0014697494,0.00019082362,0.0140819885],"genre_scores_gemma":[0.0033241005,0.00001313695,0.95080036,0.000013891913,0.000047123376,7.005644e-7,0.0006212404,0.000051971085,0.045127474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971962,0.0007071225,0.00021617577,0.0006554185,0.0009022367,0.00032286218],"domain_scores_gemma":[0.99661016,0.0013247672,0.000348552,0.0011333056,0.00041118963,0.00017201387],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018102183,0.00033947322,0.0008162771,0.00014306558,0.0001456167,0.000024258865,0.0008392948,0.00024709527,0.0007489353],"category_scores_gemma":[0.0012811742,0.00030048448,0.00006231799,0.000126416,0.0001489574,0.000073871284,0.00012287512,0.0004081651,0.00004254331],"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":[0.0041024224,0.0011487808,0.00027228403,0.0050187903,0.0015398451,0.00018686791,0.03662445,0.000010662713,0.001894767,0.69148207,0.029758448,0.2279606],"study_design_scores_gemma":[0.012544358,0.010489885,0.049459092,0.009251558,0.010605816,0.000021972815,0.33581775,0.017737074,0.00674963,0.5151015,0.024274755,0.007946614],"about_ca_topic_score_codex":0.005456621,"about_ca_topic_score_gemma":0.02132205,"teacher_disagreement_score":0.29919332,"about_ca_system_score_codex":0.0000823098,"about_ca_system_score_gemma":0.00015842184,"threshold_uncertainty_score":0.99994475},"labels":[],"label_agreement":null},{"id":"W2224532436","doi":"","title":"Remembering Water: Immigrant water narratives in Waterloo Region","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Governance and Infrastructure","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":"Immigration; Placemaking; Narrative; Context (archaeology); Sociology; Thematic analysis; Snowball sampling; Qualitative research; Narrative inquiry; Oral history; Gender studies; Political science; Geography; Social science; Law; Anthropology; Medicine; Archaeology","score_opus":0.009122546010336945,"score_gpt":0.21334199334571896,"score_spread":0.20421944733538203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224532436","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":[0.9901325,0.000073303316,0.0000029148075,0.0036725071,0.00082124263,0.0003913592,0.00001699401,0.00007552081,0.0048136343],"genre_scores_gemma":[0.48247677,0.00049384334,0.00010093219,0.000016254584,0.0001520307,0.0000011287732,0.00019265877,0.000032122814,0.51653427],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974408,0.00022365512,0.00027478742,0.0006032447,0.0005751205,0.0008823509],"domain_scores_gemma":[0.999062,0.000016714272,0.0002092828,0.00037226858,0.00019527551,0.00014444285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035798884,0.0003850933,0.000622434,0.00035750156,0.000603208,0.00005637002,0.00074406696,0.0006325666,0.0009101293],"category_scores_gemma":[0.000010138674,0.0002671905,0.000249008,0.00014042435,0.00032245257,0.00088959245,0.00010136473,0.0003678609,0.00018306577],"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":[0.00030089327,0.000034793888,0.0011778781,0.00015858503,0.000060222013,0.00014022154,0.94108033,0.0000049107016,0.05420273,0.00025058925,0.0010109275,0.0015779417],"study_design_scores_gemma":[0.0013314986,0.00012705302,0.003947065,0.0010417106,0.00006736376,0.0000034572267,0.8439025,0.0000024215008,0.10784855,0.0029375146,0.037895124,0.00089568645],"about_ca_topic_score_codex":0.22290047,"about_ca_topic_score_gemma":0.43832037,"teacher_disagreement_score":0.5117206,"about_ca_system_score_codex":0.00028381275,"about_ca_system_score_gemma":0.000098574696,"threshold_uncertainty_score":0.999978},"labels":[],"label_agreement":null},{"id":"W2225139916","doi":"","title":"The Role of Heritage Conservation Districts: In Achieving Community Improvement","year":2011,"lang":"en","type":"book","venue":"UWSpace (University of Waterloo)","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Social Sciences and Humanities Research Council of Canada","keywords":"Environmental planning; Geography; Business; Environmental resource management; Environmental science","score_opus":0.04031067061678073,"score_gpt":0.17630743278591648,"score_spread":0.13599676216913575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2225139916","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":[0.56903183,0.00037077197,0.0000013874927,0.00067003473,0.00017430042,0.0006397717,0.00011165371,0.000041649433,0.4289586],"genre_scores_gemma":[0.06834317,0.00015787363,0.000026290762,0.00001707165,0.000035404504,5.956282e-7,0.00019626731,0.0000106829175,0.93121266],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993151,0.00009690283,0.00017335081,0.00011033388,0.00016368809,0.00014064807],"domain_scores_gemma":[0.9991197,0.00008455631,0.00033735982,0.00030649905,0.00013078956,0.000021119917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003002308,0.00014649057,0.0002356435,0.00008825225,0.00045943778,0.00003905816,0.0004624524,0.00008209586,0.00040260082],"category_scores_gemma":[0.000008683988,0.00012723355,0.00010120188,0.000030265091,0.0003133599,0.0002998373,0.0002736814,0.00029012776,0.000010136729],"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":[0.00020999217,0.00014671663,0.0011339331,0.0006325921,0.00020310009,0.0000050640474,0.75070643,0.0000022764652,0.00042723058,0.21603176,0.013081236,0.017419694],"study_design_scores_gemma":[0.00046240556,0.0002459334,0.0017707124,0.00029948744,0.00010350381,9.073717e-8,0.41786438,0.00007784396,0.00006175017,0.009942451,0.568913,0.00025847205],"about_ca_topic_score_codex":0.14973868,"about_ca_topic_score_gemma":0.47446495,"teacher_disagreement_score":0.55583173,"about_ca_system_score_codex":0.000084494,"about_ca_system_score_gemma":0.000025582402,"threshold_uncertainty_score":0.8559233},"labels":[],"label_agreement":null},{"id":"W2225930940","doi":"","title":"Mapping Snow Pack Depth in the Town of Uxbridge, Ontario Using an Airborne Laser Scanner","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Remote Sensing and LiDAR Applications","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":"Snow; Laser scanning; Scanner; Geography; Lidar; Remote sensing; Environmental science; Laser; Meteorology; Optics; Physics","score_opus":0.02097680382377854,"score_gpt":0.20699472507458672,"score_spread":0.18601792125080818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2225930940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899878,0.000005778513,0.000032942757,0.000087705004,0.000060989547,0.00022897741,0.000008069768,0.000011845333,0.009575889],"genre_scores_gemma":[0.85756093,0.000009833055,0.0030036478,0.000016672913,0.000013073629,1.0841548e-7,0.0001729503,0.000015258359,0.13920751],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990264,0.00007145207,0.00013218728,0.0003090078,0.0002540202,0.00020692124],"domain_scores_gemma":[0.99924326,0.000017792043,0.00022787381,0.00043060217,0.000024579536,0.000055918732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019737276,0.00016462081,0.00024429028,0.000118233904,0.0001480009,0.000011257021,0.00043554933,0.0001656402,0.00051630876],"category_scores_gemma":[0.000004256755,0.0001552434,0.000096569674,0.00026860033,0.0001521522,0.00018933666,0.0000536349,0.00023264872,0.00003529925],"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":[0.00015201919,0.0005445479,0.022722661,0.00008705939,0.00007440052,0.000037890917,0.9355236,0.002230285,0.014371084,0.000047796028,0.001828925,0.022379678],"study_design_scores_gemma":[0.00048593298,0.000099399156,0.77687585,0.0002391045,0.00011635314,0.0000072512225,0.2141049,0.0010115366,0.0041420604,0.00021408408,0.0022722173,0.00043129164],"about_ca_topic_score_codex":0.8114533,"about_ca_topic_score_gemma":0.9408599,"teacher_disagreement_score":0.7541532,"about_ca_system_score_codex":0.00016473497,"about_ca_system_score_gemma":0.00005121795,"threshold_uncertainty_score":0.6330642},"labels":[],"label_agreement":null},{"id":"W2227036781","doi":"","title":"Constraint programming techniques for optimal instruction scheduling","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":11,"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 Waterloo","funders":"University of Waterloo","keywords":"Instruction scheduling; Computer science; Register allocation; Compiler; Parallel computing; Block scheduling; Scheduling (production processes); Constraint programming; Dynamic priority scheduling; Two-level scheduling; Programming language; Mathematical optimization; Schedule; Mathematics; Operating system","score_opus":0.01336465924342182,"score_gpt":0.22826627620071022,"score_spread":0.2149016169572884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2227036781","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":[0.21552865,0.00008783322,0.78155875,0.00023817402,0.0003137075,0.00077702035,0.000009109618,0.001121365,0.00036539132],"genre_scores_gemma":[0.013301977,0.0001544668,0.96425945,0.000008611226,0.000043958997,0.000003324334,0.0001897763,0.000019892677,0.02201854],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880683,0.000038435315,0.00018387982,0.00047387113,0.00022349099,0.00027346215],"domain_scores_gemma":[0.998758,0.00003336308,0.00040229294,0.00034055414,0.00039330393,0.000072461815],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001717045,0.0002328837,0.00035380985,0.00039141177,0.0003763587,0.000058276113,0.00076669396,0.0003316393,0.000004929403],"category_scores_gemma":[0.000020216072,0.00029021295,0.00020338898,0.00026128552,0.00010002642,0.00037436912,0.00009411213,0.00022107112,0.0000026771224],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003300208,0.00033034495,0.00013671594,0.0012064142,0.0003378818,0.00007029613,0.15090244,0.005767481,0.003742082,0.01569386,0.0027623812,0.8187201],"study_design_scores_gemma":[0.0053687417,0.003098393,0.00070137216,0.003679327,0.0004544069,0.00027293968,0.13660467,0.60014904,0.21316652,0.002978104,0.028176513,0.005349962],"about_ca_topic_score_codex":0.0013575819,"about_ca_topic_score_gemma":0.0003812566,"teacher_disagreement_score":0.8133701,"about_ca_system_score_codex":0.000075792435,"about_ca_system_score_gemma":0.00016786453,"threshold_uncertainty_score":0.999955},"labels":[],"label_agreement":null},{"id":"W2228056711","doi":"","title":"Financial Fraud Detection and Data Mining of Imbalanced Databases using State Space Machine Learning","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Imbalanced Data Classification 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":"Finance; Computer science; State (computer science); Database; Space (punctuation); Data mining; Data science; Artificial intelligence; Machine learning; Business","score_opus":0.026573973773539046,"score_gpt":0.24874003938140432,"score_spread":0.22216606560786528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2228056711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8346917,0.00018471811,0.1637664,0.00012540132,0.00021462537,0.00022998934,0.0005747399,0.00016620671,0.000046193596],"genre_scores_gemma":[0.5359864,0.0017136594,0.4078358,0.000016119242,0.0000779854,0.0000011761097,0.0034027311,0.00007259554,0.05089352],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844265,0.00011025079,0.00020256729,0.0006972169,0.0003067025,0.00024060548],"domain_scores_gemma":[0.9977789,0.000083831736,0.0007769174,0.0011088976,0.0001947811,0.000056662728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032954878,0.000230233,0.00041290736,0.0003759151,0.00023832728,0.00003108717,0.0012341863,0.0001412926,0.000012956597],"category_scores_gemma":[0.00012458827,0.00025031282,0.00004552704,0.00028936897,0.00012180807,0.0013448711,0.0006532296,0.00022925281,0.000002835032],"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":[0.00046660018,0.00012650757,0.0046657217,0.0011480328,0.0001577079,0.00004986022,0.042381678,0.00004028202,0.7625695,0.00092405116,0.00054658117,0.18692347],"study_design_scores_gemma":[0.0043007196,0.00088861067,0.052104607,0.0045624794,0.0005100648,0.000049933573,0.027413676,0.23445684,0.6643219,0.0011027491,0.007161509,0.0031269104],"about_ca_topic_score_codex":0.011007783,"about_ca_topic_score_gemma":0.011006509,"teacher_disagreement_score":0.2987053,"about_ca_system_score_codex":0.00005779823,"about_ca_system_score_gemma":0.000138572,"threshold_uncertainty_score":0.99999493},"labels":[],"label_agreement":null},{"id":"W2228321112","doi":"","title":"The Architecture of Community: Public Space in Vancouver's Downtown Eastside","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Downtown; Architecture; Public space; Space (punctuation); Geography; Engineering; Architectural engineering; Archaeology; Computer science","score_opus":0.008873863339039004,"score_gpt":0.1986421919462691,"score_spread":0.18976832860723009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2228321112","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":[0.96619487,0.00018688067,9.2904355e-7,0.0040281946,0.0008968963,0.0002269609,0.00004292509,0.000022545886,0.028399786],"genre_scores_gemma":[0.20400693,0.0004187051,0.0001009137,0.000016516364,0.000054090615,4.90851e-7,0.00007451669,0.000015497022,0.79531235],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986684,0.00038035013,0.00011925007,0.00013091137,0.0003961038,0.00030500212],"domain_scores_gemma":[0.99882233,0.00015285384,0.00030762076,0.00038859356,0.00019486649,0.00013375083],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006728449,0.00012255607,0.00029072128,0.000729029,0.0018339247,0.000090177906,0.00095236494,0.00040147232,0.00044990954],"category_scores_gemma":[0.00012974658,0.00014780945,0.00016099884,0.00041984406,0.001083052,0.000186546,0.000059181468,0.0010724943,0.0000137046645],"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":[0.000086744316,0.00007588357,0.00026409904,0.00014222295,0.000055366378,0.000012604093,0.9526452,0.000006419388,0.00038874906,0.004871029,0.02074683,0.020704875],"study_design_scores_gemma":[0.00022632477,0.000026352287,0.006386919,0.00007001068,0.00003585949,1.9458803e-7,0.6110246,9.4343125e-7,0.000017930548,0.00092495675,0.3811344,0.00015146824],"about_ca_topic_score_codex":0.98639345,"about_ca_topic_score_gemma":0.99998176,"teacher_disagreement_score":0.7669126,"about_ca_system_score_codex":0.0003631537,"about_ca_system_score_gemma":0.0010917038,"threshold_uncertainty_score":0.9994655},"labels":[],"label_agreement":null},{"id":"W2230526251","doi":"","title":"Relational Urbanism: A Framework for Variability","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Design and Spatial 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":"Urbanism; Geography; Data science; Architecture; Computer science; Archaeology","score_opus":0.011878078541739943,"score_gpt":0.1804549173525144,"score_spread":0.16857683881077445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2230526251","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":[0.92456436,0.00018335972,0.07069718,0.00027403678,0.0007410629,0.00079003174,0.00017172607,0.00031872376,0.0022595082],"genre_scores_gemma":[0.17801973,0.00008626903,0.09570164,0.000011963134,0.00016450917,0.00000593797,0.00198013,0.00008511177,0.7239447],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992391,0.000026763999,0.00013016936,0.00023459032,0.0001803563,0.00018904795],"domain_scores_gemma":[0.99928397,0.0001307566,0.00009423402,0.00025152587,0.0001630481,0.00007645855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010814302,0.00019724651,0.00036875464,0.00016151337,0.000102928956,0.000013641774,0.00021190922,0.00045768623,0.0010902748],"category_scores_gemma":[0.00003243833,0.00023727471,0.00026465525,0.00015228895,0.000030383368,0.00013704972,0.000012357562,0.00023233435,0.00008330209],"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":[0.001232619,0.00074326346,0.0049518156,0.00948347,0.00822819,0.00004776221,0.45692492,0.027031083,0.026943563,0.23932135,0.19718686,0.027905084],"study_design_scores_gemma":[0.004670814,0.00086108694,0.05866869,0.0018579306,0.0068583186,0.000005086996,0.1260524,0.5276641,0.008093956,0.23043673,0.028489254,0.006341652],"about_ca_topic_score_codex":0.0038884562,"about_ca_topic_score_gemma":0.0036344947,"teacher_disagreement_score":0.74654466,"about_ca_system_score_codex":0.000083806706,"about_ca_system_score_gemma":0.00003307831,"threshold_uncertainty_score":0.99982285},"labels":[],"label_agreement":null},{"id":"W2231328989","doi":"","title":"Biofiltration in Drinking Water Treatment: Reduction of Membrane Fouling and Biodegradation of Organic Trace Contaminants","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biofilter; Fouling; Biodegradation; Contamination; Environmental chemistry; TRACE (psycholinguistics); Environmental science; Membrane fouling; Membrane; Water contamination; Biofouling; Chemistry; Pulp and paper industry; Waste management; Environmental engineering; Biology; Organic chemistry; Engineering; Ecology","score_opus":0.009681424869624002,"score_gpt":0.20192794326350827,"score_spread":0.19224651839388426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231328989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992432,0.000029808967,0.000011275172,0.00013034939,0.00008127322,0.0003219394,0.0000072428275,0.000025142424,0.00014975644],"genre_scores_gemma":[0.9783033,0.0003164961,0.0010057318,5.234315e-7,0.0000047432304,6.3070246e-7,0.00024057242,0.000011694605,0.020116305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908704,0.000041298303,0.00022609421,0.00029928415,0.00020117569,0.0001451245],"domain_scores_gemma":[0.9993522,0.000017578113,0.0003601772,0.00021437806,0.00003080697,0.000024820823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014813007,0.00016916434,0.00034851962,0.00027497153,0.00007222216,0.00000628329,0.00016057567,0.00034739624,0.0003484558],"category_scores_gemma":[0.000012437668,0.00016202834,0.00005465242,0.00020131831,0.00018714023,0.00044189455,0.0000346596,0.00013859283,0.0000100181505],"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":[0.00010424675,0.00007069568,0.0024845824,0.000104062216,0.000018002582,0.0000018166348,0.03704834,0.0000557867,0.9553286,0.000018017548,0.0000039027723,0.0047619804],"study_design_scores_gemma":[0.0005915916,0.00017239452,0.01057808,0.00008871819,0.00007066471,0.0000027784572,0.036883708,0.00020164753,0.95116615,0.000073095034,0.000028046563,0.000143144],"about_ca_topic_score_codex":0.018156406,"about_ca_topic_score_gemma":0.09274394,"teacher_disagreement_score":0.07458754,"about_ca_system_score_codex":0.000093974675,"about_ca_system_score_gemma":0.00001565082,"threshold_uncertainty_score":0.9883818},"labels":[],"label_agreement":null},{"id":"W2236864445","doi":"","title":"The Effects of Water Chemistry and Organism Source on Dysprosium Toxicity to Hyalella Azteca","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Analytical chemistry methods development","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":"Hyalella azteca; Dysprosium; Organism; Toxicity; Water chemistry; Environmental chemistry; Chemistry; Toxicology; Ecology; Biology; Inorganic chemistry; Amphipoda; Crustacean; Organic chemistry","score_opus":0.004514714668611979,"score_gpt":0.19576991424046294,"score_spread":0.19125519957185097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236864445","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":[0.99556106,0.00004932226,0.0000700299,0.0005284065,0.00007843009,0.00013735882,0.000020673013,0.0000425089,0.0035121888],"genre_scores_gemma":[0.18253618,0.00008739592,0.00095664675,0.00001373572,0.000053805765,0.0000013198502,0.000077550605,0.000046670008,0.81622666],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842155,0.000030351415,0.00020429994,0.00052533776,0.00041936288,0.00039911928],"domain_scores_gemma":[0.9985533,0.00030834426,0.0002123423,0.0005455974,0.00016861984,0.00021179732],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018219912,0.00036297616,0.0005085266,0.000034266966,0.0002522089,0.00001962282,0.0005642984,0.00048037432,0.0005430317],"category_scores_gemma":[0.00013776644,0.00026043554,0.00014224346,0.00007170873,0.0001949883,0.000038089944,0.00021336402,0.00031744773,0.000036147474],"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":[0.0003064008,0.000040000756,0.0000848355,0.002471871,0.00015862171,0.000016697733,0.011728081,4.1586264e-7,0.9822781,0.000007007039,0.00031889413,0.0025890465],"study_design_scores_gemma":[0.0004829349,0.00004656549,0.0001416364,0.0006147942,0.00014246139,0.00000209364,0.008852922,0.000005130761,0.98759884,0.00008244946,0.0016906753,0.0003394803],"about_ca_topic_score_codex":0.00046388368,"about_ca_topic_score_gemma":0.00022023122,"teacher_disagreement_score":0.8130249,"about_ca_system_score_codex":0.0001428077,"about_ca_system_score_gemma":0.00006273313,"threshold_uncertainty_score":0.9999848},"labels":[],"label_agreement":null},{"id":"W2241526904","doi":"","title":"Characterization and Control in Large Hilbert spaces.","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Matrix Theory and Algorithms","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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; Defense Advanced Research Projects Agency; Agricultural Research Development Agency; National Security Agency","keywords":"Characterization (materials science); Mathematics; Linguistics; Computer science; Philosophy; Materials science; Nanotechnology","score_opus":0.004941480198481271,"score_gpt":0.1797829488405956,"score_spread":0.1748414686421143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241526904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99163735,0.00008993929,0.0068437476,0.00066152983,0.00024925798,0.00022859251,0.000032575605,0.00005059099,0.00020641282],"genre_scores_gemma":[0.5370669,0.00079151534,0.0025544693,0.000083758925,0.000057221758,8.6928253e-7,0.0005534161,0.000023732471,0.45886818],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990903,0.00007803696,0.00010203244,0.00034142798,0.00017036991,0.00021782288],"domain_scores_gemma":[0.9993955,0.000028137169,0.00019104888,0.00025218315,0.00006676119,0.0000663617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014845403,0.00016659434,0.00032233965,0.00028906556,0.0001281388,0.000031440857,0.00042452515,0.00019558969,0.000039109862],"category_scores_gemma":[0.0000063516914,0.00019642407,0.00006285078,0.00021886878,0.000040274674,0.0004954551,0.0000644414,0.0001738107,0.000018135046],"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":[0.00077984115,0.00078186946,0.0099127,0.0013372815,0.00029205682,0.001018243,0.81471336,0.000030348441,0.07427238,0.047223423,0.00069042423,0.048948064],"study_design_scores_gemma":[0.033519864,0.0014743494,0.56968427,0.0028850725,0.00050756795,0.00018699175,0.17108518,0.14498442,0.02076686,0.0055343453,0.042505123,0.0068659787],"about_ca_topic_score_codex":0.0022915374,"about_ca_topic_score_gemma":0.00609782,"teacher_disagreement_score":0.6436282,"about_ca_system_score_codex":0.000028184855,"about_ca_system_score_gemma":0.000050794297,"threshold_uncertainty_score":0.8009941},"labels":[],"label_agreement":null},{"id":"W2242323840","doi":"","title":"Condition Assessment of Cemented Materials Using Ultrasonic Surface Waves","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ultrasonics and Acoustic Wave Propagation","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","keywords":"Ultrasonic sensor; Materials science; Acoustics; Engineering; Geotechnical engineering; Physics","score_opus":0.009508650783462521,"score_gpt":0.21492716532091313,"score_spread":0.2054185145374506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242323840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99803567,0.000060354105,0.0005911407,0.000012115441,0.00046052653,0.00033737379,0.00021615191,0.00006362179,0.00022305352],"genre_scores_gemma":[0.9772776,0.00022595531,0.0054049557,0.000001025081,0.000020321633,3.203454e-7,0.0018102322,0.00003841012,0.015221216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909806,0.000036544003,0.00021408887,0.00019516135,0.00025030834,0.00020584701],"domain_scores_gemma":[0.9992566,0.000028882583,0.00027761798,0.00019299702,0.00019484431,0.00004902001],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011520313,0.00022274413,0.00042287784,0.00014381387,0.00007484904,0.000022110366,0.00017101808,0.00023288454,0.00082030485],"category_scores_gemma":[0.000005391379,0.00026956596,0.00008735223,0.000116183866,0.00004076523,0.00021632371,0.000015573854,0.00013720486,0.000011822338],"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":[0.000011636144,0.00003268191,0.000068382906,0.0009251048,0.00016208376,0.000002221038,0.004621808,0.011872133,0.98192656,0.000098962475,0.00015920024,0.00011923465],"study_design_scores_gemma":[0.0011879563,0.00016941338,0.012578824,0.0012320178,0.0006924907,0.000003212048,0.066896774,0.08697078,0.82924116,0.00017390239,0.000050836577,0.0008026622],"about_ca_topic_score_codex":0.0060471506,"about_ca_topic_score_gemma":0.0006829152,"teacher_disagreement_score":0.15268542,"about_ca_system_score_codex":0.0001367337,"about_ca_system_score_gemma":0.00005842237,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W2242400288","doi":"","title":"Nuna-Regionalism: A Vision of Iqaluit Regionalism","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Arctic and Russian Policy 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":"Geography; Arctic; Politics; Regionalism (politics); Political science; Economic growth; Democracy; Ecology","score_opus":0.017740045024841014,"score_gpt":0.2639346518972597,"score_spread":0.24619460687241868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242400288","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":[0.9451513,0.00041750152,0.000004448986,0.020912498,0.00042292126,0.00040929954,0.00003841747,0.000054539534,0.032589063],"genre_scores_gemma":[0.20838268,0.0011751116,0.00046290355,0.000041027084,0.00012385583,5.9438617e-7,0.00010583009,0.000016126045,0.78969187],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848646,0.00014058303,0.00015759388,0.00029251465,0.000622921,0.00029994975],"domain_scores_gemma":[0.9987628,0.00009172447,0.00045623136,0.00023090582,0.0003342497,0.00012411886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002176199,0.00019524155,0.0004704996,0.00023406386,0.0006101254,0.000012723449,0.00048799368,0.00037466758,0.00064913195],"category_scores_gemma":[0.00004346686,0.00020221982,0.00022670042,0.00023726886,0.00070890517,0.00023931108,0.00007509526,0.00018058502,0.00009510587],"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":[0.000105008585,0.00009436828,0.00028091058,0.0002563721,0.00021438894,0.000012556258,0.8055033,0.0000017194407,0.00034150216,0.0554848,0.13625407,0.0014509744],"study_design_scores_gemma":[0.0005868042,0.00013940367,0.01739089,0.0006066639,0.00025178355,9.931746e-7,0.9003315,0.0000093399885,0.00011775805,0.0077033713,0.07240767,0.0004538324],"about_ca_topic_score_codex":0.43925124,"about_ca_topic_score_gemma":0.17353234,"teacher_disagreement_score":0.7571028,"about_ca_system_score_codex":0.000090909634,"about_ca_system_score_gemma":0.00024246414,"threshold_uncertainty_score":0.84154856},"labels":[],"label_agreement":null},{"id":"W2243019736","doi":"","title":"From Alpha Athlete to Regretful Spectator: The Gendered and Heteronormative Story of My Sporting Experience","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sports, Gender, 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":"Hypermobility (travel); Aesthetics; Psychology; Art; Gender studies; Sociology; Medicine; Physical therapy","score_opus":0.01805054023563491,"score_gpt":0.24760953213168846,"score_spread":0.22955899189605355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243019736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965838,0.00018532519,0.000021546764,0.00064456445,0.00038241348,0.00030659128,0.000031588625,0.000030737327,0.0018134383],"genre_scores_gemma":[0.9117301,0.00022737011,0.0006258801,0.000047671117,0.00013017457,8.250714e-7,0.00007400383,0.00001526993,0.08714872],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985228,0.00020742587,0.00015413213,0.00036007483,0.0004728066,0.00028271746],"domain_scores_gemma":[0.9987399,0.00010310017,0.000547104,0.0002930898,0.00017082655,0.00014596239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005654311,0.0001883028,0.00040816615,0.00008047199,0.00079988485,0.000023547364,0.00047724548,0.00023654076,0.00019916262],"category_scores_gemma":[0.000053293814,0.00018687271,0.00017062426,0.00015614851,0.000448351,0.00017879579,0.00006960865,0.0002579511,0.0000075275634],"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":[0.00005273338,0.000010659644,0.0017572968,0.000036162786,0.00006140896,0.000004140997,0.9950365,0.000002599572,0.0006061098,0.00024089517,0.0011586841,0.0010327977],"study_design_scores_gemma":[0.00020282851,0.00004087164,0.018353323,0.000082465696,0.000064267886,1.5672036e-7,0.9761373,0.000011059438,0.0005012552,0.000104185696,0.004303424,0.00019885779],"about_ca_topic_score_codex":0.14355786,"about_ca_topic_score_gemma":0.11977476,"teacher_disagreement_score":0.085335284,"about_ca_system_score_codex":0.000119931865,"about_ca_system_score_gemma":0.00015281918,"threshold_uncertainty_score":0.8962871},"labels":[],"label_agreement":null},{"id":"W2244715404","doi":"","title":"Pictures in an Exhibition","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Photography and Visual Culture","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 Waterloo","keywords":"Exhibition; Visual arts; Art; Art history","score_opus":0.01983768397958045,"score_gpt":0.21796024525346602,"score_spread":0.19812256127388558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2244715404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99464333,0.00006985503,1.0555024e-7,0.00005294709,0.00026195683,0.00019159497,0.000049870578,0.00004092105,0.0046894243],"genre_scores_gemma":[0.6027463,0.00003270687,0.000023729286,0.000019383511,0.00008944856,5.8031503e-7,0.0011260193,0.000011762382,0.39595008],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99937034,0.00004023631,0.00008070994,0.00021258609,0.00013903492,0.00015709094],"domain_scores_gemma":[0.99955124,0.000006732359,0.00012233257,0.00014354491,0.00012460856,0.00005155186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000040191117,0.00016278231,0.00023295307,0.00026344138,0.00017819449,0.00005336888,0.00019441554,0.00018565108,0.0029250626],"category_scores_gemma":[0.0000016005826,0.00016468158,0.00011682566,0.00004364782,0.00009214961,0.00045946133,0.000012369024,0.00021415035,0.000054487744],"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":[0.000111925096,0.00014255563,0.00014027204,0.00020873857,0.00003365544,0.000013303938,0.9755703,0.0000021796004,0.004867474,0.0125731705,0.005804277,0.0005321251],"study_design_scores_gemma":[0.000493837,0.00025188667,0.007481382,0.00025051885,0.00007277743,3.4833513e-7,0.9803423,0.000027011352,0.0017112194,0.0011854451,0.007805409,0.00037780713],"about_ca_topic_score_codex":0.07564045,"about_ca_topic_score_gemma":0.51895946,"teacher_disagreement_score":0.44331902,"about_ca_system_score_codex":0.000018475237,"about_ca_system_score_gemma":0.000017563409,"threshold_uncertainty_score":0.9979864},"labels":[],"label_agreement":null},{"id":"W2245036069","doi":"","title":"Risk-Based Model for Effective Marshalling of Dangerous Goods Railway Cars","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marshalling; Transport engineering; Dangerous goods; Engineering; Business; Risk analysis (engineering); Civil engineering; Computer science","score_opus":0.006170572498440788,"score_gpt":0.1802612802685412,"score_spread":0.17409070777010044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245036069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827488,0.00016202104,0.015426103,0.000009010974,0.00026915144,0.0006705031,0.0004821791,0.000115937095,0.000116267074],"genre_scores_gemma":[0.9624411,0.000035782243,0.008592247,9.5166143e-7,0.00003118056,0.0000049372234,0.0009879627,0.000094021125,0.027811812],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892724,0.000029335268,0.00021289266,0.00031867716,0.00024813943,0.00026373938],"domain_scores_gemma":[0.9989006,0.00008383791,0.0003301679,0.00039008778,0.00021069922,0.00008459657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002000033,0.00031815274,0.0007789369,0.00043000482,0.000095475814,0.000007546417,0.00033238556,0.00055552536,0.000028235278],"category_scores_gemma":[0.000009736078,0.0003968262,0.00053289544,0.00019511339,0.00003985815,0.00010898397,0.000007645848,0.000373428,0.0000041231256],"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":[0.00044980916,0.0001493995,0.0056087594,0.008187686,0.002921027,0.00002635229,0.16041042,0.7214394,0.09333353,0.00005081885,0.0005329164,0.0068898746],"study_design_scores_gemma":[0.0019289368,0.00015795429,0.0045436346,0.0005943272,0.0030408418,4.74635e-7,0.018687265,0.94771385,0.02230322,0.00005793603,0.0001450619,0.00082646916],"about_ca_topic_score_codex":0.026312983,"about_ca_topic_score_gemma":0.23683493,"teacher_disagreement_score":0.22627446,"about_ca_system_score_codex":0.00009703342,"about_ca_system_score_gemma":0.000049733564,"threshold_uncertainty_score":0.99984837},"labels":[],"label_agreement":null},{"id":"W2245799436","doi":"","title":"Building Sustainability: Definitions, Process and Case","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainable Building Design and Assessment","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":"Sustainability; Process (computing); Process management; Computer science; Engineering; Programming language; Biology; Ecology","score_opus":0.011971531096873485,"score_gpt":0.2159266706386319,"score_spread":0.20395513954175842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245799436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99785733,0.00038731133,0.00022014382,0.000034033368,0.00013639526,0.00030824426,0.000016210251,0.00018883806,0.0008514834],"genre_scores_gemma":[0.9548004,0.00030720315,0.003374735,0.000003161991,0.000023869183,0.0000026821758,0.000087472974,0.000057306188,0.041343115],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99918646,0.000025657171,0.00011069601,0.00026454742,0.00012785825,0.00028478834],"domain_scores_gemma":[0.9993546,0.000030364972,0.000075586715,0.00020431842,0.0002339501,0.000101184865],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000111764864,0.00023594624,0.00030711284,0.0003092808,0.00018191342,0.000024986457,0.00014921016,0.0002313819,0.000071067465],"category_scores_gemma":[0.0000147135115,0.00029985423,0.00007379414,0.00017378619,0.000060590915,0.00021164614,0.000027608074,0.00023473275,0.000002884229],"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":[0.000693394,0.00059670705,0.0028285228,0.05489695,0.0018084416,0.022046061,0.74895006,0.004804747,0.0045221075,0.043443576,0.004790458,0.11061898],"study_design_scores_gemma":[0.0008560324,0.0001410407,0.0006679474,0.00042700258,0.00048603406,0.00024346173,0.97121775,0.0021802632,0.002974264,0.019311508,0.0005706507,0.00092403457],"about_ca_topic_score_codex":0.008187093,"about_ca_topic_score_gemma":0.0036159055,"teacher_disagreement_score":0.2222677,"about_ca_system_score_codex":0.00014718396,"about_ca_system_score_gemma":0.00011317428,"threshold_uncertainty_score":0.99994534},"labels":[],"label_agreement":null},{"id":"W2247250361","doi":"","title":"Household Decision-Making Dynamics Associated with the Adoption of High-Involvement Renewable Energy Technologies: A Case Study of Consumer Experiences in the Adoption of Residential Ground Source Heat Pump Systems in Rural Southwestern Ontario (Canada)","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Education and Sustainability","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":"Renewable energy; Heat pump; Environmental economics; Business; Electricity; Marketing; Environmental planning; Engineering; Economics; Geography; Mechanical engineering; Electrical engineering","score_opus":0.007209630822510968,"score_gpt":0.1875771466965926,"score_spread":0.18036751587408162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247250361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99920166,0.000021727687,0.00006797167,0.000040784653,0.000078510086,0.00055921834,0.000010608118,0.000008014613,0.000011525797],"genre_scores_gemma":[0.9983817,0.000010803059,0.00003314157,0.0000034795844,0.0000017370538,0.000008812795,0.00006528207,0.000009433937,0.0014856597],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99824774,0.00024966718,0.0003250084,0.00028397873,0.00070530816,0.0001882707],"domain_scores_gemma":[0.9988277,0.00014580737,0.0005636597,0.00040814036,0.000033509812,0.000021184942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047182062,0.00018500512,0.00038405284,0.0001409953,0.000145764,0.000014740496,0.00045290156,0.00015823885,0.000027195336],"category_scores_gemma":[0.000021520085,0.00014277948,0.000049719994,0.00032066132,0.0003246339,0.00016141312,0.00011109207,0.00017478417,1.5337804e-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":[0.0004063007,0.0008871775,0.41494662,0.000112321795,0.00006557837,0.00006159842,0.5185104,0.06414439,0.00011276029,0.000010662553,0.000043703563,0.00069851323],"study_design_scores_gemma":[0.00048214142,0.00023429321,0.19047834,0.00019755561,0.00005819003,0.0000037513526,0.80775577,0.00063290226,0.000027454435,0.0000139992135,0.000004457827,0.000111123154],"about_ca_topic_score_codex":0.99643904,"about_ca_topic_score_gemma":0.99973047,"teacher_disagreement_score":0.28924543,"about_ca_system_score_codex":0.001385172,"about_ca_system_score_gemma":0.00011946552,"threshold_uncertainty_score":0.5822378},"labels":[],"label_agreement":null},{"id":"W2248107487","doi":"","title":"Biomechanical Assessment of Cycling Helmets: the Influence of Headform and Impact Velocity based on Cycling Collisions associated with Injury Claims","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Injury Epidemiology and Prevention","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":"Cycling; Environmental science; Engineering; Physical medicine and rehabilitation; Geography; Medicine; Forestry","score_opus":0.018061438567164162,"score_gpt":0.3141608772393088,"score_spread":0.2960994386721446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2248107487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99871594,0.000026882364,0.000041443207,0.0003901824,0.00006400466,0.0004765045,0.0001636622,0.000017811173,0.000103565675],"genre_scores_gemma":[0.9962738,0.00007088205,0.0010015921,0.000030524243,0.000010128586,7.662806e-7,0.0006678975,0.000014643832,0.0019297494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857646,0.00028089446,0.00029173447,0.0002660267,0.0003819383,0.00020291768],"domain_scores_gemma":[0.9978608,0.0004193888,0.0008082216,0.00030151565,0.0005046106,0.000105487175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014786724,0.00021423606,0.0007925978,0.00030973036,0.00016513203,0.0000034397137,0.00015972008,0.00046327052,0.000030315176],"category_scores_gemma":[0.00024827194,0.00015683842,0.00018529677,0.0003402592,0.00020621058,0.000116134375,0.00003443021,0.00049388316,8.0388384e-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":[0.051633753,0.005356561,0.5304968,0.005849369,0.008224432,0.00016085869,0.0944463,0.020260245,0.2667134,0.0017706942,0.002003272,0.013084337],"study_design_scores_gemma":[0.003016255,0.0056012957,0.9449728,0.00448226,0.0015556088,0.0000037817501,0.022587584,0.011503243,0.0053247437,0.00059850037,0.0000098231385,0.0003441088],"about_ca_topic_score_codex":0.005389801,"about_ca_topic_score_gemma":0.0029217647,"teacher_disagreement_score":0.41447604,"about_ca_system_score_codex":0.0001763238,"about_ca_system_score_gemma":0.00043884374,"threshold_uncertainty_score":0.8147803},"labels":[],"label_agreement":null},{"id":"W2248984556","doi":"","title":"The effects of Hip Abductor Fatigue on Low Back Pain Development during Prolonged Standing","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","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","keywords":"Physical therapy; Physical medicine and rehabilitation; Hip pain; Medicine; Psychology","score_opus":0.010284209325148813,"score_gpt":0.22823006430651,"score_spread":0.21794585498136118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2248984556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979023,0.00015907061,0.0000051668376,0.00030213865,0.00029597626,0.0010580275,0.000002961199,0.000024295809,0.00025008805],"genre_scores_gemma":[0.82242894,0.000080300604,0.0007568587,0.0000065345403,0.00004763318,0.0000024013736,0.00026206727,0.000030755076,0.17638451],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99864256,0.00021331264,0.00018299471,0.0002627299,0.00048101382,0.000217376],"domain_scores_gemma":[0.9987672,0.00027363253,0.0002965213,0.0002759903,0.00027377324,0.000112886904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064826943,0.00020830898,0.00041615934,0.00020502471,0.00018986287,0.0000071757927,0.00015217034,0.00022177487,0.00003336274],"category_scores_gemma":[0.0003069901,0.00016445255,0.00015193735,0.00015023281,0.00009872424,0.000058752055,0.000023739554,0.00023647565,0.000018190303],"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":[0.00654874,0.0009263718,0.004687002,0.09494169,0.0011499432,0.000055025725,0.5757641,0.000035235593,0.2825439,0.00011191804,0.002945478,0.0302906],"study_design_scores_gemma":[0.010926876,0.005414175,0.40412912,0.025616122,0.00045609742,0.0000020891193,0.4449614,0.00019698642,0.10619135,0.00019159573,0.00078521075,0.0011289634],"about_ca_topic_score_codex":0.0006431331,"about_ca_topic_score_gemma":0.0021909825,"teacher_disagreement_score":0.39944214,"about_ca_system_score_codex":0.0002441632,"about_ca_system_score_gemma":0.00018892896,"threshold_uncertainty_score":0.67061806},"labels":[],"label_agreement":null},{"id":"W2249500978","doi":"","title":"fashioning the distillery district: an architecture of spectacle and performance","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Architecture, Design, and Social History","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":"Spectacle; Architecture; Null (SQL); Geography; Computer science; Archaeology; Political science; Data mining","score_opus":0.012100835824422625,"score_gpt":0.191818547052084,"score_spread":0.1797177112276614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249500978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882668,0.00024558624,0.000015248861,0.00006627757,0.00027034266,0.00015564554,0.000052957184,0.000027656724,0.010899444],"genre_scores_gemma":[0.74533516,0.000100701734,0.00009428088,0.00000760411,0.00014561204,1.6793669e-7,0.00016446867,0.000016420357,0.25413558],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992323,0.00005017663,0.000112052694,0.00020264197,0.00022190639,0.00018091917],"domain_scores_gemma":[0.999369,0.00005270753,0.0002332631,0.00019406916,0.00009325541,0.000057674388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012917664,0.00017844616,0.00028707087,0.00015967264,0.0007948617,0.000018397535,0.00026765108,0.00012023865,0.00024201779],"category_scores_gemma":[0.000005860258,0.0001512125,0.000110506226,0.00004411963,0.0005713569,0.00011428434,0.000029950945,0.0003006591,0.000003605365],"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":[0.00021938715,0.000038651222,0.0002782253,0.00028394075,0.000055869466,0.0000082945335,0.97459495,0.000012146448,0.00009878636,0.004929969,0.00021152242,0.019268252],"study_design_scores_gemma":[0.0004980914,0.00051719445,0.036822017,0.00029074066,0.0002871539,0.0000030548376,0.93530506,0.00008411176,0.00018449262,0.0006199537,0.02483979,0.00054833456],"about_ca_topic_score_codex":0.014219108,"about_ca_topic_score_gemma":0.1689515,"teacher_disagreement_score":0.24323614,"about_ca_system_score_codex":0.0000349479,"about_ca_system_score_gemma":0.00004611241,"threshold_uncertainty_score":0.9923453},"labels":[],"label_agreement":null},{"id":"W2250499713","doi":"","title":"The Aleatoric Milieu: An Architectural Theory on Proxemics and Navigation Design","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical Geography and Cartography","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":"Proxemics; Architectural theory; Architectural engineering; Engineering; Human–computer interaction; Computer science; Architecture; Visual arts; Art","score_opus":0.014159815902463768,"score_gpt":0.2346631678561849,"score_spread":0.22050335195372114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250499713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591976,0.000817492,0.000018660678,0.00025250763,0.0004087147,0.00038224895,0.000011940385,0.000055571196,0.0021331096],"genre_scores_gemma":[0.6583053,0.0012368299,0.001238392,0.000034540284,0.0002680255,0.000004023797,0.00041360248,0.000043783675,0.33845553],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984443,0.00057481753,0.00007409855,0.00024777118,0.00042995572,0.00022902967],"domain_scores_gemma":[0.9991606,0.0001610928,0.00014670608,0.00018632636,0.0001822847,0.00016299555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008497716,0.00014425984,0.00017476252,0.00014813138,0.001159572,0.000035329856,0.00033883762,0.00023658626,0.00001378909],"category_scores_gemma":[0.00003473551,0.00012654974,0.00011163038,0.00036109838,0.00044755163,0.00013177482,0.000013536471,0.00024707755,0.0000047950225],"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":[0.00078752567,0.000068067166,0.0002642846,0.000050296356,0.00008219149,0.000009847142,0.88756216,0.000017094373,0.00014342272,0.012372507,0.0009976316,0.09764499],"study_design_scores_gemma":[0.00049806683,0.00073163444,0.0019493698,0.00014127142,0.00023114865,0.0000013990125,0.9400287,0.000036072524,0.000128886,0.03343596,0.02232164,0.0004958489],"about_ca_topic_score_codex":0.021480681,"about_ca_topic_score_gemma":0.04919262,"teacher_disagreement_score":0.33761448,"about_ca_system_score_codex":0.00006532434,"about_ca_system_score_gemma":0.000114758455,"threshold_uncertainty_score":0.98503536},"labels":[],"label_agreement":null},{"id":"W2250569608","doi":"","title":"Assessment of hydroecological changes at the Slave River Delta, NWT, using diatoms in seasonal, inter-annual and paleolimnological experiments","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Delta; Paleolimnology; River delta; Environmental science; Oceanography; Geology; Hydrology (agriculture); Diatom; Engineering; Geotechnical engineering","score_opus":0.01819640090339787,"score_gpt":0.23881584639896558,"score_spread":0.22061944549556772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250569608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99832517,0.00046139702,0.0000016736627,0.000104480656,0.00008434346,0.00017211758,0.00009724492,0.00000571592,0.00074787013],"genre_scores_gemma":[0.9836636,0.00060229766,0.00034805885,0.000022092137,0.000013419759,1.5015522e-7,0.0002781716,0.0000025898432,0.015069573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991185,0.00007101257,0.0001022641,0.0002597343,0.00022521419,0.00022327542],"domain_scores_gemma":[0.9996037,0.00007267172,0.00015519188,0.00009864456,0.000015529378,0.000054247703],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015167243,0.00016712735,0.00031701813,0.00008840737,0.00016110908,0.0000054056077,0.00017779687,0.00016958705,0.001560637],"category_scores_gemma":[0.000004332668,0.00012513323,0.00006253154,0.00007704992,0.00033142738,0.00007280656,0.00011406241,0.00016177802,0.000007834761],"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":[0.00012972532,0.000052221127,0.97451687,0.00004785673,0.000068725196,0.000053560023,0.017722357,0.0000993461,0.0001555927,0.0000031338252,0.0000693681,0.0070812204],"study_design_scores_gemma":[0.00028766698,0.00023007843,0.93127084,0.000032878153,0.00004616526,0.0000025715926,0.06674945,0.0009319337,0.00014338056,0.00001627582,0.00015841796,0.00013033392],"about_ca_topic_score_codex":0.05630343,"about_ca_topic_score_gemma":0.3958048,"teacher_disagreement_score":0.33950135,"about_ca_system_score_codex":0.00003035887,"about_ca_system_score_gemma":0.000011150684,"threshold_uncertainty_score":0.9993521},"labels":[],"label_agreement":null},{"id":"W2250660883","doi":"","title":"Private People in Public Places: Contemporary Canadian Mennonite Life Writing","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Life writing; Public life; Private life; Sociology; Genealogy; Gender studies; Political science; Public administration; Environmental ethics; Aesthetics; History; Art; Literature; Law; Narrative; Philosophy","score_opus":0.02174799180595666,"score_gpt":0.21381419698804777,"score_spread":0.1920662051820911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250660883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93017983,0.0005059349,1.1625566e-7,0.0022109593,0.00042342395,0.0002821571,0.0001158438,0.000037977246,0.066243775],"genre_scores_gemma":[0.53118795,0.00021026489,0.00004977683,0.00004999319,0.00006784225,6.49558e-7,0.00050250994,0.000019052599,0.46791196],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985126,0.00017714851,0.00015110649,0.00029180627,0.00040960882,0.0004577111],"domain_scores_gemma":[0.998543,0.000031232925,0.00022518543,0.00018747493,0.00024146831,0.00077161565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006361708,0.00014263969,0.00035929185,0.0019324126,0.0009163029,0.00020286911,0.0005331707,0.0003967958,0.00070348405],"category_scores_gemma":[0.000054038093,0.00024303638,0.000097708704,0.0006136336,0.00024474508,0.0006185377,0.00002684999,0.0003155399,0.00011658198],"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":[0.000052140742,0.000037515358,0.007117106,0.000171154,0.000057456073,0.00014573499,0.95355237,0.0000037213485,0.000018540932,0.0042886403,0.033585507,0.00097014406],"study_design_scores_gemma":[0.00038418575,0.00002030522,0.008254121,0.00011139002,0.000021300137,2.4236067e-7,0.6436768,0.000007667557,2.7432387e-7,0.0001855727,0.34706882,0.0002693059],"about_ca_topic_score_codex":0.9995853,"about_ca_topic_score_gemma":0.99999577,"teacher_disagreement_score":0.4016682,"about_ca_system_score_codex":0.0021333059,"about_ca_system_score_gemma":0.010654872,"threshold_uncertainty_score":0.9949538},"labels":[],"label_agreement":null},{"id":"W2250831869","doi":"","title":"Event Based Characterization of Hydrologic Change in Urbanizing Southern Ontario Watersheds via High Resolution Stream Gauge Data","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Gauge (firearms); Hydrology (agriculture); Geography; Environmental science; Cartography; Remote sensing; Geology; Archaeology; Physics; Geotechnical engineering","score_opus":0.018109145209295834,"score_gpt":0.1942673224071742,"score_spread":0.17615817719787838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250831869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99847305,0.0000113048945,0.000035056008,0.00050158263,0.0001644493,0.00056462386,0.00009801962,0.00002744414,0.0001244876],"genre_scores_gemma":[0.9338249,0.000036908044,0.00026182848,0.000038671697,0.000015591615,0.0000033016572,0.006261882,0.00001753743,0.059539374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850494,0.0001148842,0.0002213457,0.0005545532,0.00027638997,0.00032791108],"domain_scores_gemma":[0.99897397,0.000013930963,0.00040326588,0.0005377426,0.000022835418,0.000048250295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002652778,0.00026099794,0.0004258466,0.00021807896,0.00014170018,0.0000072496878,0.00064368325,0.00029461528,0.0019415532],"category_scores_gemma":[0.000004973443,0.00027202547,0.00006304451,0.00018995757,0.00015396845,0.0004893203,0.00038449568,0.0002148392,0.00018597484],"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":[0.001216912,0.0009778675,0.4780469,0.00071589183,0.0003659469,0.00009343701,0.4386453,0.0015255249,0.073645264,0.000044222557,0.0007554604,0.0039672763],"study_design_scores_gemma":[0.0016096401,0.00039792043,0.9629475,0.0002909702,0.00037780224,6.4048015e-7,0.015768677,0.014974345,0.0021586455,0.00018129611,0.00060625124,0.0006863018],"about_ca_topic_score_codex":0.7518422,"about_ca_topic_score_gemma":0.75830257,"teacher_disagreement_score":0.4849006,"about_ca_system_score_codex":0.00025031733,"about_ca_system_score_gemma":0.000016514943,"threshold_uncertainty_score":0.9999732},"labels":[],"label_agreement":null},{"id":"W2251334600","doi":"","title":"Chinese Foreign Direct Investment in North America: Comparing Canadian and U.S. Attitude","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Whitehead's Philosophy and Applications","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":"Foreign direct investment; Political science; Economics; Geography; Macroeconomics","score_opus":0.008542103854755703,"score_gpt":0.19034651202869102,"score_spread":0.1818044081739353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2251334600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654664,0.000032632706,3.375017e-7,0.00032416088,0.000023991699,0.00031522376,0.000027479538,0.000014219634,0.033795573],"genre_scores_gemma":[0.96447015,0.000054586755,0.00042994946,0.000050529034,0.000009721601,0.0000028111995,0.00040608243,0.000011386683,0.034564782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999213,0.000022561435,0.0000875331,0.00031373475,0.00013890471,0.00022430124],"domain_scores_gemma":[0.99947083,0.000011772617,0.00010072807,0.00020754558,0.000009036414,0.00020008373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000033667566,0.00017064644,0.00026315328,0.000139523,0.00016741891,0.000013466938,0.00024713896,0.00009529657,0.0004043618],"category_scores_gemma":[0.000002845649,0.00018674009,0.000044621345,0.00028477702,0.00014024018,0.0001760184,0.000066748325,0.00014880006,0.0001770017],"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":[0.00002648408,0.00010498213,0.9308652,0.000086100794,0.00004754047,0.00002289197,0.06381989,0.0009185099,0.0005968484,0.00028093485,0.0017459472,0.001484643],"study_design_scores_gemma":[0.00022807102,0.000029247194,0.9862681,0.000029054392,0.000027853785,5.4302194e-7,0.011410629,0.0003762955,0.00001885022,0.00037560216,0.001003413,0.000232331],"about_ca_topic_score_codex":0.86154735,"about_ca_topic_score_gemma":0.9859042,"teacher_disagreement_score":0.12435682,"about_ca_system_score_codex":0.00019826736,"about_ca_system_score_gemma":0.000025309057,"threshold_uncertainty_score":0.761504},"labels":[],"label_agreement":null},{"id":"W2251794539","doi":"10.13140/rg.2.2.17086.48967","title":"Delineating Base Flow Contribution Areas for Streams: A Model Comparison","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Groundwater flow and contamination 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":"STREAMS; Base flow; Base (topology); Flow (mathematics); Computer science; Geography; Cartography; Mathematics","score_opus":0.01524807362686242,"score_gpt":0.2212938601851383,"score_spread":0.20604578655827588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2251794539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770137,0.00008221617,0.021717876,0.0001739023,0.0001627652,0.00044097763,0.00014222099,0.00004366256,0.00022265948],"genre_scores_gemma":[0.74632,0.000013424069,0.005869654,0.000012495277,0.00003168446,0.0000040827663,0.001804597,0.000017831331,0.24592623],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890023,0.000032769483,0.00016845822,0.00030964223,0.0002785173,0.00031038164],"domain_scores_gemma":[0.9993137,0.000038977632,0.00026981908,0.00018157587,0.00010597516,0.000089950256],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017834912,0.00022213827,0.0003826121,0.00007217882,0.00035340924,0.000015780193,0.00021351785,0.00018949354,0.00027759367],"category_scores_gemma":[0.00001977393,0.00024562218,0.00016343787,0.00009311091,0.00007086214,0.0003008189,0.000077135686,0.000118698204,0.00007657073],"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":[0.0018306957,0.0012454793,0.09023921,0.0008237934,0.0007068611,0.000012883848,0.4723092,0.035354994,0.034091417,0.00044776482,0.026225578,0.33671212],"study_design_scores_gemma":[0.003378654,0.00027437077,0.03716209,0.00025488262,0.0010216221,0.0000016824777,0.22523154,0.72025245,0.0069790683,0.00019212475,0.004109017,0.0011424881],"about_ca_topic_score_codex":0.011404336,"about_ca_topic_score_gemma":0.06968557,"teacher_disagreement_score":0.6848975,"about_ca_system_score_codex":0.00020275243,"about_ca_system_score_gemma":0.000017226379,"threshold_uncertainty_score":0.9999996},"labels":[],"label_agreement":null},{"id":"W2252293599","doi":"","title":"A Nation of Gamers: The History of Video Games in Canada","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Digital Games and Media","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":"Video game; Advertising; Computer science; Multimedia; Business","score_opus":0.016389767471398822,"score_gpt":0.2112905154561067,"score_spread":0.19490074798470786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252293599","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":[0.9458416,0.00054135,1.522434e-7,0.0004940346,0.00073716405,0.0001629492,0.000022305918,0.0000043596374,0.052196074],"genre_scores_gemma":[0.37518802,0.00018419343,0.000025759942,0.000008227129,0.000014822814,1.8795761e-7,0.00004981808,0.0000049113382,0.62452406],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990814,0.00006886278,0.00010997857,0.00011621043,0.00049012486,0.00013344604],"domain_scores_gemma":[0.99916595,0.000055448207,0.00033258603,0.00012357596,0.00026491444,0.00005751779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025883532,0.00007818642,0.00025026524,0.00012478698,0.000016928288,0.0000025969441,0.00031298134,0.00009585726,0.00008928443],"category_scores_gemma":[0.00008068005,0.0000771072,0.000066177665,0.00015094469,0.00020201624,0.00014955984,0.00001897265,0.000094240546,0.0000013391729],"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":[0.00009639705,0.00004096291,0.0009876249,0.00017173572,0.00004080695,0.0000074756363,0.93434626,0.000023418383,0.00018536439,0.00053542096,0.026881719,0.036682818],"study_design_scores_gemma":[0.00022888527,0.000031907955,0.0042746826,0.00016423996,0.000038451497,5.9546466e-8,0.8704037,0.000011932829,0.000049809718,0.000113005866,0.124588944,0.000094380586],"about_ca_topic_score_codex":0.9960832,"about_ca_topic_score_gemma":0.9996895,"teacher_disagreement_score":0.572328,"about_ca_system_score_codex":0.0010973548,"about_ca_system_score_gemma":0.0044803703,"threshold_uncertainty_score":0.7947985},"labels":[],"label_agreement":null},{"id":"W2253245751","doi":"","title":"Making Manifest : Grounding Islam","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Islamic Studies 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":"Islam; History; Archaeology","score_opus":0.021593434817089446,"score_gpt":0.252163385559711,"score_spread":0.23056995074262157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253245751","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":[0.8503511,0.00012022904,0.0000022358072,0.00072908384,0.0022571667,0.00017063711,0.000008925062,0.00006653148,0.1462941],"genre_scores_gemma":[0.22390498,0.0002640001,0.00037818163,0.000011852732,0.00021844625,1.9756818e-7,0.00004605953,0.000016137143,0.77516013],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989191,0.000058491038,0.000085782514,0.00026764884,0.00035328997,0.0003156504],"domain_scores_gemma":[0.9993531,0.000038256585,0.00024836572,0.00017661163,0.00014112591,0.000042536987],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00026126817,0.00015270725,0.0002912642,0.00019906537,0.0014164966,0.000025290747,0.0004284044,0.0003893943,0.0007667703],"category_scores_gemma":[0.000024136447,0.00019970094,0.0001631047,0.0001415658,0.00025739433,0.0001650651,0.00004974515,0.00036702864,0.000091424474],"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":[0.00003132778,0.000026037846,0.00020062164,0.00011013645,0.0000596165,0.000040497835,0.96768177,3.1585694e-7,0.0004063935,0.021821061,0.004485782,0.00513647],"study_design_scores_gemma":[0.00017444367,0.00002427833,0.0048922817,0.0001466671,0.00011232409,4.740682e-7,0.8919753,0.0000024285266,0.000012792793,0.00034051356,0.10205476,0.00026376688],"about_ca_topic_score_codex":0.18412867,"about_ca_topic_score_gemma":0.8461448,"teacher_disagreement_score":0.6620161,"about_ca_system_score_codex":0.00020194933,"about_ca_system_score_gemma":0.00015274469,"threshold_uncertainty_score":0.99988353},"labels":[],"label_agreement":null},{"id":"W2254071388","doi":"","title":"Investigation of Consumer Acculturation in Dining-out: a Comparison between Recent Chinese Immigrants and Established Chinese Immigrants in the Greater Toronto Area","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":6,"is_retracted":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; Acculturation; Chinese americans; Geography; Sociology; Archaeology","score_opus":0.025831896996485557,"score_gpt":0.26658347180426484,"score_spread":0.24075157480777928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254071388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792963,0.0001940316,0.0000015655924,0.0006052154,0.00019088291,0.0006143024,0.000039052247,0.000015305017,0.00041002117],"genre_scores_gemma":[0.99317354,0.00072023907,0.000086980515,0.000013120588,0.000051880113,0.0000027593692,0.0006814885,0.000010133258,0.0052598575],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983978,0.0003224237,0.00034905478,0.0003446732,0.0003367625,0.00024926045],"domain_scores_gemma":[0.99882984,0.0001402333,0.00051927887,0.00021793025,0.0002086755,0.00008405966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084366085,0.00024137137,0.00056755,0.00020919382,0.00027227303,0.00005994231,0.00038376308,0.00043242206,0.00013658252],"category_scores_gemma":[0.00012774082,0.00020038668,0.000080486505,0.0003246646,0.0002401173,0.00092724804,0.000029545472,0.0003222916,0.0000035286982],"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":[0.00005927678,0.000019178766,0.47249204,0.000045840028,0.00001594117,9.058435e-7,0.5262183,0.0000016114027,0.00047303102,0.0000078793755,0.00010704476,0.00055893726],"study_design_scores_gemma":[0.0004959417,0.000028774759,0.6804452,0.000089716545,0.000039889226,1.2683066e-7,0.3184199,0.000038949824,0.00007694846,0.0001360536,0.00007554225,0.00015295205],"about_ca_topic_score_codex":0.6737043,"about_ca_topic_score_gemma":0.9942014,"teacher_disagreement_score":0.3204971,"about_ca_system_score_codex":0.00011375346,"about_ca_system_score_gemma":0.00011778592,"threshold_uncertainty_score":0.8171532},"labels":[],"label_agreement":null},{"id":"W2254136723","doi":"","title":"Additive Manufacturing of Graphene-based Patterns","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Graphene research and 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; University of Waterloo; University of Toronto","keywords":"Graphene; Nanotechnology; Materials science; Business; Manufacturing engineering; Engineering","score_opus":0.010445930575940747,"score_gpt":0.22019258557988744,"score_spread":0.20974665500394668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254136723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976088,0.000026904145,0.00020522262,0.00018384578,0.00009506987,0.00026228928,0.0011253449,0.000038457176,0.00045406725],"genre_scores_gemma":[0.9514418,0.0001355738,0.0007023834,0.000004609484,0.000024527986,0.0000024334397,0.0006313566,0.000021524438,0.047035743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99876744,0.00006360371,0.00013533529,0.00034665284,0.00038823963,0.000298713],"domain_scores_gemma":[0.9988853,0.00009256286,0.0003235986,0.00037809022,0.00020161943,0.00011885838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012438519,0.0001837463,0.0003337303,0.00032505736,0.00016406497,0.000012196981,0.0005307928,0.00016428008,0.0017571832],"category_scores_gemma":[0.000010945074,0.00017566553,0.00020781357,0.00010447338,0.00015160919,0.00013781594,0.00004847839,0.00011216809,0.000098408906],"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":[0.00037938435,0.00017072783,0.0005291217,0.00053900434,0.00008493886,0.000018950515,0.010372581,0.0000092189075,0.9791629,0.000554051,0.0011429786,0.0070361574],"study_design_scores_gemma":[0.00050733774,0.00008952995,0.011821526,0.00044394913,0.000056375535,2.962989e-7,0.014976632,0.000005358796,0.97114116,0.00055347313,0.00019847763,0.0002059106],"about_ca_topic_score_codex":0.015514177,"about_ca_topic_score_gemma":0.0149323335,"teacher_disagreement_score":0.046581678,"about_ca_system_score_codex":0.000035953875,"about_ca_system_score_gemma":0.00011441535,"threshold_uncertainty_score":0.99915534},"labels":[],"label_agreement":null},{"id":"W2254151368","doi":"","title":"Resisting Transculturation: The European Woman in English Travel Writing","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Transculturation; Travel writing; History; Literature; Sociology; Art; Anthropology","score_opus":0.01281679649323851,"score_gpt":0.1768152728994145,"score_spread":0.163998476406176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254151368","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":[0.85507035,0.00016502706,4.0726684e-7,0.00055234786,0.00031933497,0.00020902432,0.000046284225,0.00007107806,0.14356615],"genre_scores_gemma":[0.45588803,0.00001861525,0.000052311025,0.000019491925,0.00042961192,4.280097e-7,0.00040057028,0.000021026566,0.5431699],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99892443,0.00019208163,0.0001864286,0.000268394,0.00019582175,0.00023285972],"domain_scores_gemma":[0.9992622,0.000051864547,0.00019068317,0.00019114776,0.00026313687,0.00004093242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000294874,0.00021003089,0.00025952532,0.00013866358,0.0007142912,0.00021713675,0.00034548482,0.000111473644,0.0005208644],"category_scores_gemma":[0.000017574032,0.00018004677,0.00014595085,0.00006272282,0.000121133024,0.00028463773,0.00001458521,0.00048802551,0.000030423305],"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":[0.000023229637,0.000027592692,0.000026608015,0.00023867666,0.000031989686,0.000023013561,0.9854456,0.0000036313024,0.00036344826,0.008135361,0.0030193927,0.002661444],"study_design_scores_gemma":[0.00038954942,0.00003222132,0.009726314,0.000690932,0.000060277558,8.7457875e-7,0.9724054,0.000020666048,0.000054964916,0.000056210647,0.016302362,0.00026023356],"about_ca_topic_score_codex":0.01621925,"about_ca_topic_score_gemma":0.12293543,"teacher_disagreement_score":0.39960375,"about_ca_system_score_codex":0.000026738195,"about_ca_system_score_gemma":0.000022220007,"threshold_uncertainty_score":0.9903318},"labels":[],"label_agreement":null},{"id":"W2254197557","doi":"","title":"Life History Analysis with Response-Dependent Observation","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Statistical Methods and Inference","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":"Proband; Disease; Population; Medicine; Family history; Psychology; Statistics; Demography; Internal medicine; Mathematics; Genetics; Biology","score_opus":0.07564716916759624,"score_gpt":0.28445356828745993,"score_spread":0.2088063991198637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254197557","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":[0.99522257,0.00008458001,0.002976404,0.00026911628,0.00015907912,0.0002050352,0.000058912494,0.00006647172,0.0009578264],"genre_scores_gemma":[0.023661241,0.00002987058,0.21055193,0.000035423796,0.00003108537,0.0000011929617,0.0003347571,0.000047503312,0.765307],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844325,0.00029784135,0.00017512694,0.00034348288,0.00055013405,0.00019017037],"domain_scores_gemma":[0.997883,0.00041870435,0.00046075744,0.00042226393,0.0005898452,0.00022542464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066403375,0.00022256954,0.0006476418,0.00040087104,0.00006923443,0.000010060419,0.00029531063,0.00025478323,0.0007893733],"category_scores_gemma":[0.0009094796,0.00022020399,0.00014606192,0.00031376074,0.00008161801,0.00010662533,0.00003143605,0.00023003558,0.000024848243],"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":[0.03095951,0.0012438722,0.008120816,0.0033617227,0.010485001,0.00046821378,0.7335262,0.00023049883,0.0070023593,0.05715024,0.1339843,0.013467319],"study_design_scores_gemma":[0.0061372845,0.0031093312,0.1695124,0.0012537546,0.02865815,0.0000064726996,0.686173,0.005903938,0.0010388644,0.08353914,0.010869275,0.0037983651],"about_ca_topic_score_codex":0.011777202,"about_ca_topic_score_gemma":0.027978068,"teacher_disagreement_score":0.9715613,"about_ca_system_score_codex":0.00035285295,"about_ca_system_score_gemma":0.0005449717,"threshold_uncertainty_score":0.9948035},"labels":[],"label_agreement":null},{"id":"W2254295919","doi":"","title":"Top-Gate Nanocrystalline Silicon Thin Film Transistors","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thin-Film Transistor Technologies","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":"University of Waterloo; Foreign Affairs and International Trade Canada; International Council for Canadian Studies; Government of Canada","keywords":"Thin-film transistor; Materials science; Silicon; Nanocrystalline material; Nanocrystalline silicon; Transistor; Optoelectronics; Engineering physics; Nanotechnology; Electrical engineering; Engineering; Crystalline silicon; Amorphous silicon","score_opus":0.006962310503684667,"score_gpt":0.16824111213235984,"score_spread":0.16127880162867517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254295919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99479526,0.0010843804,0.000045686345,0.00017261061,0.000722297,0.0002762075,0.00012832369,0.0013595377,0.0014156922],"genre_scores_gemma":[0.6557883,0.0027897968,0.0025466753,0.000009180635,0.00004382739,0.0000015743066,0.0009342741,0.00015800966,0.33772838],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986367,0.000026313595,0.00021423804,0.0004022129,0.0003224264,0.0003980828],"domain_scores_gemma":[0.99914604,0.000026824733,0.00011740479,0.000520044,0.00009768927,0.00009200929],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006268463,0.0004506207,0.000652107,0.00049945165,0.00016527783,0.00001176859,0.0006646404,0.0007798035,0.00023607332],"category_scores_gemma":[0.000008937419,0.0005738333,0.00032998572,0.0002925109,0.00015274853,0.00023815695,0.000020205314,0.00058930024,0.00006257751],"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":[0.00062620157,0.00028908625,0.00024299182,0.0056738965,0.0015140449,0.00092885084,0.6062894,0.0968013,0.23868081,0.00037081682,0.038983315,0.009599305],"study_design_scores_gemma":[0.0063442797,0.00089107396,0.012063944,0.0023254128,0.0018428867,0.00007510252,0.58040524,0.027617779,0.2778506,0.00056579924,0.083256416,0.0067614624],"about_ca_topic_score_codex":0.0066616684,"about_ca_topic_score_gemma":0.038840853,"teacher_disagreement_score":0.339007,"about_ca_system_score_codex":0.00020197517,"about_ca_system_score_gemma":0.000053522697,"threshold_uncertainty_score":0.99995303},"labels":[],"label_agreement":null},{"id":"W2254492236","doi":"","title":"Coordinated Operation of Distributed Energy Resources in Renewables Based Microgrids under Uncertainties","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smart Grid Energy Management","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":"University of Waterloo","keywords":"Renewable energy; Distributed generation; Microgrid; Computer science; Energy (signal processing); Environmental economics; Distributed computing; Engineering; Environmental science; Electrical engineering; Economics; Physics","score_opus":0.004949447171886276,"score_gpt":0.16406176936370018,"score_spread":0.1591123221918139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254492236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99587876,0.00018720557,0.002687941,0.00013490587,0.00032023416,0.00011112526,0.000058622827,0.00012073241,0.0005005029],"genre_scores_gemma":[0.9612924,0.000119148805,0.00049510074,0.000007583155,0.000026735732,0.0000013606098,0.0035033606,0.000044205586,0.03451012],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990496,0.00006719601,0.0002061032,0.00024739426,0.00020154275,0.00022814858],"domain_scores_gemma":[0.9993869,0.00003650725,0.00013277102,0.0002861968,0.00011234471,0.00004527109],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011908869,0.0002533257,0.00044875112,0.0005301962,0.00005610667,0.000017150549,0.0003155129,0.0002664865,0.000087509776],"category_scores_gemma":[0.0000066604066,0.00031404573,0.00010377851,0.00032944322,0.00006536853,0.00011166306,0.00003509935,0.000098618664,0.0000022808092],"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":[0.00012698169,0.000045533237,0.00037790442,0.0005394488,0.00014896876,0.000007636792,0.0047085765,0.97938126,0.010079809,0.00027267437,0.0038638196,0.00044738338],"study_design_scores_gemma":[0.0056223054,0.00043402836,0.031322636,0.0023159778,0.00069104723,0.00000112038,0.21246752,0.5365458,0.17966248,0.000324991,0.028303454,0.0023085973],"about_ca_topic_score_codex":0.06513341,"about_ca_topic_score_gemma":0.19869691,"teacher_disagreement_score":0.44283542,"about_ca_system_score_codex":0.00016569665,"about_ca_system_score_gemma":0.000029708795,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W2254733942","doi":"","title":"Nanostructured non-precious oxygen reduction reaction catalysts for electrochemical energy applications","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_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":"Oxygen reduction reaction; Catalysis; Electrochemistry; Electrochemical energy conversion; Reduction (mathematics); Oxygen reduction; Materials science; Oxygen; Chemical engineering; Nanotechnology; Chemistry; Engineering; Electrode; Organic chemistry; Mathematics","score_opus":0.005759170060515384,"score_gpt":0.20479091574769984,"score_spread":0.19903174568718446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254733942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915299,0.00045645642,0.00039172568,0.0004182818,0.0012510706,0.0010339676,0.00004596062,0.00038926236,0.0044834176],"genre_scores_gemma":[0.54584056,0.00024379329,0.00162482,0.000012903836,0.00044375067,0.00003464783,0.027566157,0.00015633783,0.424077],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977654,0.00005005553,0.00027687856,0.0008228185,0.0005710676,0.000513781],"domain_scores_gemma":[0.9974232,0.000028435257,0.0006071687,0.0006909954,0.001037723,0.00021248021],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015972843,0.0004609844,0.0006247639,0.00054143416,0.0003165609,0.000020127918,0.0006139835,0.00092279626,0.00002626689],"category_scores_gemma":[0.000026858019,0.0005798671,0.00036916844,0.0004969923,0.00008320248,0.0003252825,0.00005504123,0.00031068758,0.000035975347],"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":[0.0011202145,0.00008770811,0.0000015917007,0.00020508446,0.00035832496,0.0000034364991,0.007560776,0.000027719416,0.96335673,0.001207653,0.014978276,0.011092468],"study_design_scores_gemma":[0.0018957834,0.00035031745,0.000067506706,0.00011002286,0.0009472999,0.0000355859,0.019908736,0.0002218002,0.9157681,0.0051017962,0.054653324,0.00093972334],"about_ca_topic_score_codex":0.0668241,"about_ca_topic_score_gemma":0.07801229,"teacher_disagreement_score":0.44568926,"about_ca_system_score_codex":0.0008781744,"about_ca_system_score_gemma":0.00039952018,"threshold_uncertainty_score":0.99966526},"labels":[],"label_agreement":null},{"id":"W2254990253","doi":"","title":"Surface-subsurface hydrologic exchange and nutrient dynamics in a groundwater-fed stream, Bauman Creek, Ontario, Canada","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Water Nutrient Dynamics","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":"Groundwater; Hydrology (agriculture); Surface water; Environmental science; Subsurface flow; Nutrient; Geology; Environmental engineering; Ecology; Geotechnical engineering","score_opus":0.008168251233941019,"score_gpt":0.17609826008298163,"score_spread":0.1679300088490406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254990253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973463,0.000065140724,0.0000016979083,0.00022652216,0.00029317065,0.00040961415,0.000085572094,0.00003094016,0.001541078],"genre_scores_gemma":[0.7913933,0.000094455456,0.0002812831,0.000018619643,0.000007583339,8.204218e-7,0.0012059497,0.000028970902,0.20696907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997919,0.00008978905,0.00021702852,0.0006799837,0.0005672729,0.00052690855],"domain_scores_gemma":[0.99906737,0.000025341682,0.00025597008,0.00036853828,0.000037293095,0.00024550987],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021625678,0.0003860901,0.0005566082,0.00009372016,0.00016957564,0.00003899935,0.0004835655,0.0003601298,0.00040914395],"category_scores_gemma":[0.000004758574,0.00045031,0.000075932185,0.00023320284,0.00016803,0.00027646378,0.00027803393,0.00039019372,0.000021134381],"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":[0.0003903113,0.00021128093,0.9398755,0.00014563595,0.000054476946,0.00024809872,0.055132132,0.00072625134,0.000038763876,0.000011973562,0.0026065412,0.000559022],"study_design_scores_gemma":[0.007178625,0.0015260916,0.66049516,0.0005011629,0.00046316625,0.000031617612,0.2760668,0.03837626,0.00012593842,0.0048304084,0.0073592924,0.003045468],"about_ca_topic_score_codex":0.9992683,"about_ca_topic_score_gemma":0.9999575,"teacher_disagreement_score":0.27938038,"about_ca_system_score_codex":0.002898165,"about_ca_system_score_gemma":0.00018156812,"threshold_uncertainty_score":0.99979484},"labels":[],"label_agreement":null},{"id":"W2255687899","doi":"","title":"How Processing of Background Context Can Improve Memory for Target Words in Younger and Older Adults","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cognitive Functions and Memory","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":"University of Waterloo","keywords":"Context (archaeology); Cognitive psychology; Psychology; Developmental psychology; History","score_opus":0.015725010730446853,"score_gpt":0.22987279700055704,"score_spread":0.2141477862701102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255687899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958043,0.0007756463,0.00007039761,0.00013608647,0.00065381324,0.00077219063,0.00018766128,0.000016463095,0.0015834513],"genre_scores_gemma":[0.57770705,0.000022651255,0.00035633746,0.000013468891,0.00003539154,0.000005069224,0.00029831642,0.000024779263,0.42153695],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990139,0.000045843564,0.00013269277,0.00044019314,0.00010754443,0.0002598239],"domain_scores_gemma":[0.99900097,0.000040498762,0.00033487854,0.00019313596,0.00036124943,0.000069261005],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012656169,0.00022487364,0.00045844255,0.00036745454,0.000089892616,0.000013232948,0.00014372055,0.00033321223,0.00026452346],"category_scores_gemma":[0.000010931648,0.00025739401,0.00011689617,0.00012992618,0.00013430548,0.00020823987,0.000027918879,0.00020823996,0.0000029185444],"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":[0.0058411006,0.00055197766,0.0013712652,0.002819977,0.00036251495,0.000041425068,0.761135,2.4742508e-7,0.003930515,0.00044031095,0.0010939096,0.22241175],"study_design_scores_gemma":[0.0037655975,0.00031368996,0.03909876,0.00064028596,0.00020758004,0.000002662406,0.9537636,0.000018971808,0.0013313213,0.00013420514,0.00039643233,0.0003268878],"about_ca_topic_score_codex":0.03714226,"about_ca_topic_score_gemma":0.110011056,"teacher_disagreement_score":0.4199535,"about_ca_system_score_codex":0.000040267554,"about_ca_system_score_gemma":0.000093861934,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W2256234294","doi":"","title":"Instrumentation and Overall Evaluation of Perpetual and Conventional Flexible Pavement Designs","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Instrumentation (computer programming); Computer science; Engineering; Systems engineering; Programming language","score_opus":0.026369315816284218,"score_gpt":0.24399518077165275,"score_spread":0.21762586495536854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256234294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856836,0.00027486013,0.00010171462,0.00003543629,0.00013786652,0.0004608622,0.000023055833,0.000035946232,0.0003618901],"genre_scores_gemma":[0.98746186,0.00048280435,0.0014024249,0.000004014064,0.000019725003,0.0000017083288,0.0014081978,0.000016305297,0.00920297],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989023,0.000049855393,0.00017224901,0.00018330761,0.0005669826,0.00012527188],"domain_scores_gemma":[0.9994487,0.000013203811,0.00017366899,0.00010230088,0.00021788593,0.000044211363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041713935,0.00016358885,0.00022441754,0.00024302321,0.00007599369,0.000011955483,0.00007007793,0.00014001815,0.00023481315],"category_scores_gemma":[0.0000050300355,0.00021198658,0.000043239477,0.00007549192,0.000042660045,0.0003760683,0.000013811942,0.000093748575,0.000004112854],"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":[0.00089625834,0.0004962413,0.013163071,0.0066576013,0.0015773387,0.0000064752694,0.31447163,0.05285595,0.26986927,0.0032239652,0.0034068888,0.3333753],"study_design_scores_gemma":[0.009539067,0.0010342415,0.4595678,0.001164495,0.002135003,0.000004213825,0.1317888,0.30818942,0.08305005,0.0022394394,0.00017389833,0.001113571],"about_ca_topic_score_codex":0.00065817777,"about_ca_topic_score_gemma":0.0019767736,"teacher_disagreement_score":0.44640473,"about_ca_system_score_codex":0.000136651,"about_ca_system_score_gemma":0.00006215443,"threshold_uncertainty_score":0.86445624},"labels":[],"label_agreement":null},{"id":"W2256945174","doi":"","title":"Where the River Flows Fast","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Hydrology (agriculture); Environmental science; Computer science; Geology; Geotechnical engineering","score_opus":0.010077565317039456,"score_gpt":0.2337385753740552,"score_spread":0.22366101005701575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256945174","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":[0.9250472,0.00055610726,0.0000014096961,0.0009073663,0.0016597253,0.00045776364,0.000018355253,0.00004178383,0.07131025],"genre_scores_gemma":[0.032796685,0.0059854975,0.00017253579,0.0000062430413,0.00044624807,1.2405077e-7,0.00015067513,0.000015099325,0.96042687],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986434,0.00022660088,0.00009327952,0.00020386938,0.00039397966,0.0004388802],"domain_scores_gemma":[0.999056,0.000051064322,0.0002317205,0.00025684453,0.0002595999,0.0001447596],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041208387,0.00015046007,0.00021957088,0.00011518194,0.0060195858,0.000023254375,0.00054758857,0.0003698491,0.0012383736],"category_scores_gemma":[0.0000013664114,0.00012347769,0.00013785528,0.00018997608,0.00028024628,0.000278253,0.0000022945997,0.000253816,0.0003550291],"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":[0.000022766999,0.000055338063,0.00025158856,0.00011385258,0.000035993573,0.000001759992,0.9865804,9.977349e-7,0.0000062465024,0.010909388,0.0013553113,0.0006663808],"study_design_scores_gemma":[0.000091025475,0.00001598152,0.004317304,0.00006127868,0.00007696703,2.3958071e-7,0.5571643,0.0000015808058,0.000014248536,0.0001397275,0.43797922,0.00013809481],"about_ca_topic_score_codex":0.8932386,"about_ca_topic_score_gemma":0.9983286,"teacher_disagreement_score":0.89225054,"about_ca_system_score_codex":0.0001759077,"about_ca_system_score_gemma":0.0034948243,"threshold_uncertainty_score":0.9996746},"labels":[],"label_agreement":null},{"id":"W2258049915","doi":"","title":"Reintegrating Canadian Agriculture and Ecological Land Management","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Agriculture, Land Use, Rural Development","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":"University of Waterloo","keywords":"Agriculture; Geography; Ecology; Land management; Environmental resource management; Environmental science; Forestry; Agroforestry; Biology","score_opus":0.007293487662574432,"score_gpt":0.16121937769508538,"score_spread":0.15392589003251095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258049915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949495,0.00022740818,3.8803027e-8,0.0004928327,0.00018013311,0.00030995454,0.00006493742,0.00003969069,0.0037355078],"genre_scores_gemma":[0.65798,0.00029813082,0.0003399576,0.00003801115,0.00010532357,9.312884e-7,0.0021665469,0.0000016695051,0.33906943],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989057,0.000045037956,0.00011540831,0.0003340331,0.00020497305,0.000394803],"domain_scores_gemma":[0.99940294,0.000026084279,0.00014927902,0.000047975354,0.000090823014,0.00028289558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010250027,0.00025706828,0.00030898413,0.00003580754,0.00038087158,0.00003429148,0.00027158658,0.00039858854,0.00055454316],"category_scores_gemma":[0.000004577519,0.000099993034,0.00009691589,0.00019471232,0.000033453987,0.00012269036,0.00006474458,0.00022744598,0.000047347425],"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":[0.0007211955,0.0009765477,0.26449278,0.0017275631,0.0020331733,0.0011226189,0.17491378,0.000022146603,0.024668753,0.013362209,0.16018702,0.3557722],"study_design_scores_gemma":[0.00014416245,0.00007654887,0.9100025,0.000113857495,0.000102362486,0.0000062919285,0.07594932,0.0000020767327,0.00016639619,0.00020249416,0.012880966,0.0003530195],"about_ca_topic_score_codex":0.3002705,"about_ca_topic_score_gemma":0.95697665,"teacher_disagreement_score":0.65670615,"about_ca_system_score_codex":0.00009677312,"about_ca_system_score_gemma":0.000012629401,"threshold_uncertainty_score":0.70438904},"labels":[],"label_agreement":null},{"id":"W2259284128","doi":"","title":"High-resolution spatial and temporal sensitivity of river hydrodynamics: Implications for walleye (Sander vitreus) and lake sturgeon (Acipenser fulvescens) spawning habitat use in a large regulated river","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fish Ecology and Management 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":"Lake sturgeon; Acipenser; Fishery; Habitat; Environmental science; Sturgeon; Fish <Actinopterygii>; Geography; Ecology; Biology","score_opus":0.006821659190874459,"score_gpt":0.18908342719067858,"score_spread":0.18226176799980412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259284128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99805677,0.000010008572,0.00053942436,0.0005252002,0.000077228295,0.00059019437,0.00013986697,0.000020119169,0.000041186624],"genre_scores_gemma":[0.9835457,0.000092056005,0.0021547764,0.000022398275,0.0000069386097,0.0000022079985,0.00068257167,0.000014290823,0.013479055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891126,0.00011154395,0.00015440126,0.000447769,0.000112901864,0.00026210205],"domain_scores_gemma":[0.99932355,0.000110843794,0.00027902034,0.00019551808,0.000040862105,0.000050203962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003203658,0.00020919813,0.00041955477,0.00016137245,0.0002537717,0.000007845926,0.00008929447,0.00024187328,0.000047294565],"category_scores_gemma":[0.00003569111,0.00024008148,0.000065579174,0.00010583027,0.00037933918,0.00029418577,0.00021095596,0.00013263887,0.000004012084],"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":[0.0006867609,0.00020313713,0.9695256,0.00029186415,0.00018857459,0.000012514392,0.02405301,0.00061902264,0.0015231323,0.00037550705,0.0019140964,0.0006067828],"study_design_scores_gemma":[0.0013740062,0.00009919815,0.9899022,0.00007077738,0.00016706069,9.287624e-7,0.0033144827,0.0042661144,0.000030683757,0.0004040194,0.00014216788,0.00022833877],"about_ca_topic_score_codex":0.042444453,"about_ca_topic_score_gemma":0.90371025,"teacher_disagreement_score":0.8612658,"about_ca_system_score_codex":0.00006792362,"about_ca_system_score_gemma":0.0000072623398,"threshold_uncertainty_score":0.97902393},"labels":[],"label_agreement":null},{"id":"W2259890203","doi":"","title":"\"It's Like All of Campus Life Inside a Little Classroom\": How an English for Academic Purposes (EAP) Program Operates within a University Setting","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"EFL/ESL Teaching and Learning","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":"Mathematics education; Pedagogy; Sociology; Psychology; Medical education; Engineering; Medicine","score_opus":0.02146906829566172,"score_gpt":0.23240989489872166,"score_spread":0.21094082660305993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259890203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609244,0.0001298517,0.000009021489,0.0007935629,0.00060144276,0.0006910183,0.00012022583,0.0002435157,0.0013189496],"genre_scores_gemma":[0.6715983,0.00007073067,0.002373807,0.00008473221,0.00037672409,0.0000016700769,0.0015931748,0.00006872792,0.32383212],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99830014,0.00029171092,0.00020844827,0.00051407935,0.00028655241,0.0003990706],"domain_scores_gemma":[0.99796206,0.00016470118,0.00074543763,0.00031662628,0.0006280202,0.00018313587],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005459065,0.00036343283,0.00066011277,0.0003834202,0.00070983864,0.00012245546,0.000616596,0.00040316937,0.000098431876],"category_scores_gemma":[0.00015606834,0.0004102676,0.00026364464,0.00007267617,0.0002648642,0.0007023193,0.0000844824,0.0009000417,0.0000058132523],"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":[0.00040009653,0.00014684205,0.0005488264,0.0008801722,0.0003057829,0.000011460664,0.9860757,0.00013867182,0.00037867148,0.0024590492,0.0054793726,0.0031753464],"study_design_scores_gemma":[0.0010648852,0.00076510635,0.00024602682,0.00061635533,0.0004313824,9.900624e-7,0.84948623,0.0010991654,0.00016358549,0.00005753813,0.14555344,0.0005153026],"about_ca_topic_score_codex":0.015761971,"about_ca_topic_score_gemma":0.09790224,"teacher_disagreement_score":0.3244941,"about_ca_system_score_codex":0.00007738927,"about_ca_system_score_gemma":0.00021175816,"threshold_uncertainty_score":0.9998349},"labels":[],"label_agreement":null},{"id":"W2261416513","doi":"","title":"Feasibility of Using Traffic Data for Winter Road Maintenance Performance Measurement","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smart Materials for Construction","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":"Iowa Department of Transportation; U.S. Department of Transportation","keywords":"Transport engineering; Environmental science; Computer science; Engineering","score_opus":0.039534955484707285,"score_gpt":0.22801722904423846,"score_spread":0.18848227355953118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261416513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998479,0.000010000215,0.00010249653,0.000038865972,0.0005978915,0.00053859095,0.00012550445,0.000021374371,0.00008626082],"genre_scores_gemma":[0.98964554,0.0000140101465,0.0042041987,0.0000033367598,0.00002848289,4.6899683e-7,0.00037250374,0.000020751757,0.005710728],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99855244,0.0000539574,0.00020853046,0.00051555247,0.00043166417,0.00023783866],"domain_scores_gemma":[0.99859667,0.000010217174,0.00046359326,0.000786136,0.00008837289,0.000055014632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062244816,0.00019963911,0.00039406723,0.00007024968,0.00013176221,0.000009436756,0.00071831426,0.00016776148,0.00029847864],"category_scores_gemma":[0.000033986405,0.00022103316,0.00011010131,0.00009388561,0.00021125854,0.00037740025,0.00017749942,0.00008650637,0.00002499739],"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":[0.008756563,0.0009333464,0.26191127,0.008154192,0.00071536395,0.000009486454,0.07145069,0.012492257,0.56093,0.000034504952,0.012420346,0.062191945],"study_design_scores_gemma":[0.005785936,0.00079856295,0.82714033,0.0021815319,0.0014221645,0.000020171667,0.059199445,0.06748827,0.030571979,0.00010668462,0.003299517,0.001985438],"about_ca_topic_score_codex":0.011909153,"about_ca_topic_score_gemma":0.049044795,"teacher_disagreement_score":0.565229,"about_ca_system_score_codex":0.00030671371,"about_ca_system_score_gemma":0.000041251875,"threshold_uncertainty_score":0.9946706},"labels":[],"label_agreement":null},{"id":"W2261583522","doi":"","title":"Exploring the impact of diverse urban environments on well-being","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Green Space and Health","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":"University of Waterloo","keywords":"Geography; Environmental planning","score_opus":0.031255716291706016,"score_gpt":0.2309665316510298,"score_spread":0.19971081535932378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261583522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941627,0.000017892984,8.47619e-7,0.00011795718,0.00015101867,0.00027373128,0.000019446188,0.000014256032,0.005242156],"genre_scores_gemma":[0.771867,0.00019370054,0.00006950893,0.00000945528,0.000031112744,6.0798476e-7,0.00009906814,0.000023735092,0.2277058],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99856323,0.00007530412,0.00012950337,0.00034135874,0.00056713424,0.0003234938],"domain_scores_gemma":[0.99901086,0.00003180273,0.0003265834,0.00045888033,0.000011562086,0.00016031034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021915764,0.00025180556,0.0003503258,0.00011212418,0.00022851487,0.000007827402,0.0005343341,0.00012738096,0.0012623474],"category_scores_gemma":[0.0000062783342,0.00021045413,0.00024141431,0.00017422266,0.00018478946,0.00033271575,0.00015187102,0.0002862637,0.0006630967],"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":[0.0010937627,0.00045240708,0.35917366,0.00014146173,0.00033306066,0.0000631128,0.572268,0.002677679,0.0068641165,0.00006748937,0.050203774,0.0066614505],"study_design_scores_gemma":[0.0011306016,0.0010797089,0.7784502,0.00024891933,0.00024212408,0.000001397453,0.21480379,0.00019005082,0.0009906049,0.00018786221,0.0021033345,0.0005714267],"about_ca_topic_score_codex":0.20686977,"about_ca_topic_score_gemma":0.046690658,"teacher_disagreement_score":0.41927654,"about_ca_system_score_codex":0.00046572855,"about_ca_system_score_gemma":0.000037791848,"threshold_uncertainty_score":0.99965066},"labels":[],"label_agreement":null},{"id":"W2261990921","doi":"","title":"Barriers to the Conservation of Pre-World War II Residential Wood Windows","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental and Analytical Chemistry 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":"World War II; Forestry; Geography; Engineering; Archaeology","score_opus":0.005171749938655436,"score_gpt":0.18343861848034532,"score_spread":0.17826686854168988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261990921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935064,0.00001981209,0.0000057956518,0.0026835427,0.000075134274,0.00019939619,0.000028052467,0.0000114093145,0.0034705116],"genre_scores_gemma":[0.5637751,0.00003046815,0.00018510257,0.000071846516,0.000021398308,6.0053014e-7,0.000067533016,0.000009160652,0.4358388],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989704,0.000033675336,0.0001371483,0.0002945691,0.00038136434,0.00018283125],"domain_scores_gemma":[0.99936986,0.00002986784,0.00019249185,0.00026389258,0.000012561591,0.00013129758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012349225,0.00017005805,0.00026996803,0.000041547555,0.00034902242,0.0000043998452,0.00041664924,0.00009796345,0.002400443],"category_scores_gemma":[0.000035637066,0.00015043911,0.00013421194,0.00017634462,0.0002579942,0.0000894189,0.00026851406,0.00014273552,0.000087290995],"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":[0.0022162746,0.0003933313,0.09401632,0.0010639511,0.0008946873,0.000032339896,0.37770236,0.005361146,0.261118,0.00018826137,0.25248715,0.0045261835],"study_design_scores_gemma":[0.0018463943,0.00070903206,0.5090355,0.0005904386,0.0011518345,0.0000021189035,0.24307244,0.00066389854,0.17647317,0.0005268211,0.06448862,0.0014397084],"about_ca_topic_score_codex":0.024830401,"about_ca_topic_score_gemma":0.11231786,"teacher_disagreement_score":0.43236828,"about_ca_system_score_codex":0.0000817989,"about_ca_system_score_gemma":0.0000115103685,"threshold_uncertainty_score":0.9985115},"labels":[],"label_agreement":null},{"id":"W2262438947","doi":"","title":"Changes in the biological characteristics of Canadian Arctic charr (Salvelinus alpinus) populations in response to climate-induced environmental variation","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fish Ecology and Management Studies","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":"Salvelinus; Arctic; Ecology; Variation (astronomy); Geography; Biology; The arctic; Fishery; Zoology; Fish <Actinopterygii>; Oceanography; Trout; Geology","score_opus":0.023180732851506007,"score_gpt":0.21006870213807097,"score_spread":0.18688796928656495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262438947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99619037,0.0000032864866,3.479996e-7,0.002927392,0.00011330001,0.0004706847,0.00007808082,0.000005642392,0.00021087477],"genre_scores_gemma":[0.99546015,0.00023021588,0.00014142726,0.00012423447,0.000007262974,0.0000039747024,0.0003207427,0.000006792754,0.0037051705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989929,0.00018336365,0.00014578657,0.00026398085,0.00015565906,0.0002582929],"domain_scores_gemma":[0.9995523,0.00005215936,0.00016162088,0.00017663099,0.0000066002876,0.000050665436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003529766,0.00014604435,0.00026121354,0.0005183205,0.00018422467,0.0000035508908,0.00029143257,0.00019853849,0.00036907976],"category_scores_gemma":[0.000048417896,0.00014446117,0.000043292694,0.00035890387,0.00008561656,0.00007438004,0.00008785174,0.00016222916,0.00006964057],"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":[0.0009990882,0.0003137743,0.72873414,0.00006777901,0.000043611773,0.00017032806,0.25701427,0.00010049465,0.010930654,0.0000988808,0.0008134433,0.0007135116],"study_design_scores_gemma":[0.00022443477,0.0001542972,0.9622815,0.000032216205,0.000022909055,0.0000010654513,0.036911163,0.000020167745,0.000027262968,0.000019739738,0.00017309793,0.00013211685],"about_ca_topic_score_codex":0.37942916,"about_ca_topic_score_gemma":0.9795691,"teacher_disagreement_score":0.6001399,"about_ca_system_score_codex":0.0003308431,"about_ca_system_score_gemma":0.00001665031,"threshold_uncertainty_score":0.6247033},"labels":[],"label_agreement":null},{"id":"W2262535280","doi":"","title":"Packaging and Characterization of NbN Superconducting Nanowire Single Photon Detectors","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Characterization (materials science); Superconductivity; Nanowire; Detector; Materials science; Photon; Optoelectronics; Physics; Nanotechnology; Condensed matter physics; Optics","score_opus":0.009864420228171215,"score_gpt":0.19455347383342533,"score_spread":0.18468905360525412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262535280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99922895,0.000035676363,0.000007451449,0.00009785847,0.00017764015,0.00014858114,0.000029497012,0.00005440097,0.00021992301],"genre_scores_gemma":[0.98678863,0.000012565184,0.00030556542,0.0000026063988,0.0000406067,2.5851352e-7,0.00053717924,0.000021832288,0.0122907795],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991786,0.000036418463,0.00015354736,0.00030981324,0.000119010896,0.00020262417],"domain_scores_gemma":[0.99932647,0.000021441985,0.00026799322,0.00021316012,0.00012646633,0.000044490294],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008053419,0.00021120407,0.0004254926,0.00026457253,0.00014619915,0.0000132202795,0.00017077489,0.00019780049,0.0001449655],"category_scores_gemma":[0.0000047730086,0.0002555426,0.00010965508,0.00018184692,0.0000793433,0.00027262955,0.000034418303,0.00022455744,0.0000040570626],"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":[0.000014091746,0.0000674635,0.014611684,0.00014462804,0.00009388789,0.000002531953,0.038792804,4.7386095e-7,0.92283285,0.00017414284,0.0000043979244,0.023261042],"study_design_scores_gemma":[0.00049507356,0.00012936417,0.0063062306,0.0003524159,0.00017962282,0.0000017360795,0.4800082,0.000026451407,0.5118719,0.00023182997,0.00007761028,0.00031961114],"about_ca_topic_score_codex":0.022545269,"about_ca_topic_score_gemma":0.0034240733,"teacher_disagreement_score":0.4412154,"about_ca_system_score_codex":0.000022402362,"about_ca_system_score_gemma":0.000035299672,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W2262710206","doi":"","title":"Experiments with Generalized Quantum Measurements and Entangled Photon Pairs","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Mechanics and Applications","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":"Army Research Office; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Photon; Physics; Quantum mechanics; Quantum; Quantum optics","score_opus":0.01709907618123568,"score_gpt":0.22221405401370145,"score_spread":0.20511497783246577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262710206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985911,0.00006687062,0.00012014154,0.00009162807,0.000058367485,0.00035951185,0.000040024595,0.000023759823,0.000648595],"genre_scores_gemma":[0.9600761,0.00002581232,0.00082569243,0.000009063155,0.0000303164,0.0000032564762,0.0008549303,0.000025974907,0.038148854],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991027,0.00002850125,0.00010132838,0.00033020682,0.00024061659,0.00019665257],"domain_scores_gemma":[0.9993339,0.000005457525,0.00022748999,0.00023366076,0.00010476302,0.00009470881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006065987,0.00022721132,0.00031751243,0.00009694722,0.00019786178,0.000023382163,0.0001808272,0.00008452091,0.00026526628],"category_scores_gemma":[3.6893488e-7,0.00023543947,0.00008780791,0.000100934136,0.000027791602,0.000094624884,0.000021450069,0.00011553919,0.000012443002],"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":[0.003914287,0.004305977,0.01570744,0.0008322402,0.004812755,0.000071352646,0.2870148,0.00005618001,0.4595317,0.17073251,0.01212251,0.040898256],"study_design_scores_gemma":[0.018115988,0.0018792392,0.015093472,0.0016046182,0.002450584,0.000004682588,0.62909883,0.005341245,0.26465487,0.05100156,0.0066273366,0.004127568],"about_ca_topic_score_codex":0.01572507,"about_ca_topic_score_gemma":0.0021159535,"teacher_disagreement_score":0.34208405,"about_ca_system_score_codex":0.000027250813,"about_ca_system_score_gemma":0.000048812028,"threshold_uncertainty_score":0.9908293},"labels":[],"label_agreement":null},{"id":"W2263343700","doi":"","title":"\"J'y Suis. Pour de Bon.\" Montreal Jewish Education and the Social Construction of Diaspora Identity","year":2015,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Jewish Identity and 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":"Diaspora; Judaism; Identity (music); Sociology; Gender studies; Humanities; Political science; Ethnology; Art; Theology; Philosophy","score_opus":0.010828241975540477,"score_gpt":0.24587757223793336,"score_spread":0.23504933026239289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263343700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905915,0.0012350868,0.000020125728,0.0040838216,0.0010736574,0.00032227772,0.0000582189,0.000019073625,0.0025962042],"genre_scores_gemma":[0.9120359,0.0012153522,0.0007529723,0.000018315148,0.00024901045,7.344524e-7,0.00012622883,0.000012737956,0.08558879],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99811494,0.00053998997,0.00020552828,0.00028352175,0.0005629397,0.0002931029],"domain_scores_gemma":[0.99820966,0.000107317304,0.00068620034,0.00014691302,0.0007126991,0.00013723118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011737416,0.00019253405,0.0004932575,0.00010351864,0.0010177202,0.00006548884,0.000419082,0.00052141695,0.00014179994],"category_scores_gemma":[0.00011055417,0.0002162594,0.0003019501,0.00038588565,0.0023558573,0.0008839168,0.00008577476,0.00030452755,0.000016606471],"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":[0.0000700142,0.00019287286,0.020469287,0.00027084365,0.00018640386,0.0000033576694,0.8826756,0.0000041545964,0.00011649378,0.08465727,0.0033406038,0.008013131],"study_design_scores_gemma":[0.0010226101,0.000025934381,0.12214523,0.00009593847,0.00047681373,0.0000036936328,0.840108,0.000075721415,0.000034103537,0.0357028,0.0001337431,0.00017545668],"about_ca_topic_score_codex":0.76631826,"about_ca_topic_score_gemma":0.4276061,"teacher_disagreement_score":0.33871216,"about_ca_system_score_codex":0.00031834826,"about_ca_system_score_gemma":0.0012860085,"threshold_uncertainty_score":0.8818802},"labels":[],"label_agreement":null},{"id":"W2263443290","doi":"","title":"Merging Features in Featured Transition Systems","year":2015,"lang":"en","type":"preprint","venue":"UWSpace (University of Waterloo)","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":5,"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 Waterloo","funders":"","keywords":"Feature (linguistics); Computer science; Software product line; Feature model; Construct (python library); Modularity (biology); Programming language; Transition (genetics); Representation (politics); Theoretical computer science; Line (geometry); Product (mathematics); Product line; Software; Artificial intelligence; Natural language processing; Mathematics; Software development; Engineering; Linguistics","score_opus":0.02627395782122934,"score_gpt":0.23364310551185494,"score_spread":0.2073691476906256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263443290","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":[0.15841804,0.0012512768,0.83655554,0.0015766176,0.0012804837,0.00034031348,0.000020287163,0.00050181884,0.000055593657],"genre_scores_gemma":[0.15325429,0.00019448162,0.83016425,0.000015277386,0.00007812921,0.000001968864,0.00004517853,0.00003304128,0.016213393],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99843735,0.00025235233,0.00012822387,0.0005574733,0.00031438042,0.00031020903],"domain_scores_gemma":[0.9987324,0.00012846773,0.00017117092,0.00072431826,0.00015254403,0.00009113685],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058843364,0.00025946804,0.000533404,0.00045448248,0.00005530499,0.000051083232,0.0012620509,0.00038383852,0.0000014956355],"category_scores_gemma":[0.00007070008,0.00030702923,0.00011818668,0.00029688675,0.00007538194,0.00039823988,0.0007924927,0.00065855833,0.000004870632],"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":[0.000030277006,0.000028164071,0.00003219512,0.00038353697,0.0000469296,0.0001604152,0.103188165,0.891263,0.0007682584,0.001538398,0.00086719875,0.0016934606],"study_design_scores_gemma":[0.011671984,0.001115728,0.02624882,0.010756663,0.0005599891,0.00032389164,0.2909208,0.503501,0.009136804,0.13261706,0.0031178503,0.010029438],"about_ca_topic_score_codex":0.011543757,"about_ca_topic_score_gemma":0.001242788,"teacher_disagreement_score":0.387762,"about_ca_system_score_codex":0.00024334954,"about_ca_system_score_gemma":0.00010506608,"threshold_uncertainty_score":0.9999382},"labels":[],"label_agreement":null},{"id":"W2263785318","doi":"","title":"The Association between Depression-related Disorders, Chronic Physical Conditions and Leisure-time Physical Activity among Canadians in Late Life: Results from the Canadian Community Health Survey (Cycle 2.1)","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Depression (economics); Association (psychology); Gerontology; Physical health; Physical activity; Medicine; Psychology; Psychiatry; Mental health; Physical therapy; Psychotherapist","score_opus":0.012476263281843309,"score_gpt":0.26636738461546855,"score_spread":0.25389112133362524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263785318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799812,0.000074418094,5.7403483e-8,0.016571982,0.00011108235,0.0005080834,0.0021783619,0.000023395944,0.0005514592],"genre_scores_gemma":[0.9768859,0.00028508957,0.0000011898966,0.000047119254,0.00007342665,8.3423475e-7,0.002266655,0.000012021397,0.020427724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960831,0.0025052598,0.00015518865,0.00024930382,0.00037458024,0.00063257694],"domain_scores_gemma":[0.9962643,0.0024775653,0.00042604393,0.00028519786,0.000096543125,0.00045036065],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001549589,0.00018336822,0.0005168085,0.0000844671,0.0049634282,0.000090953494,0.0004764895,0.00034090006,0.000010648233],"category_scores_gemma":[0.00036459,0.0001633735,0.0001018003,0.00032206066,0.00030296878,0.00023213908,0.00003402281,0.0010596612,0.000008696193],"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":[0.000081017635,0.0001199539,0.52703893,0.00003996784,0.0001934461,0.0000023122855,0.45960012,0.00017588616,0.0000016949406,0.00016387457,0.0053782742,0.0072045117],"study_design_scores_gemma":[0.00046526373,0.000029540417,0.9595193,0.00012058574,0.00004711238,6.5425922e-9,0.0384523,0.0003233616,6.4348313e-7,0.00053786515,0.00035049889,0.0001535106],"about_ca_topic_score_codex":0.99987745,"about_ca_topic_score_gemma":0.99999523,"teacher_disagreement_score":0.43248037,"about_ca_system_score_codex":0.0017022227,"about_ca_system_score_gemma":0.0026294363,"threshold_uncertainty_score":0.996332},"labels":[],"label_agreement":null},{"id":"W2263977031","doi":"","title":"Immobilization of Gold Nanoparticles for Colourimetric Detection of Biofilms on Surfaces","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gold and Silver Nanoparticles Synthesis and 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; University of Waterloo","keywords":"Colloidal gold; Biofilm; Nanotechnology; Nanoparticle; Chemistry; Materials science; Biology; Bacteria","score_opus":0.018119365561024243,"score_gpt":0.22594641588719697,"score_spread":0.2078270503261727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263977031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991233,0.000117254654,0.000004467309,0.000042793898,0.00012782168,0.0003624563,0.00013334554,0.00001947388,0.00006912491],"genre_scores_gemma":[0.9882735,0.00004181348,0.0004900474,0.0000013435998,0.00000892936,0.0000018959536,0.000063083855,0.000010881324,0.011108531],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918985,0.000042276337,0.0001939607,0.0002174989,0.00022137324,0.00013502406],"domain_scores_gemma":[0.99879754,0.00008380913,0.00046982808,0.00020170653,0.00039862495,0.000048498903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025280938,0.00011690618,0.00032722854,0.00019730946,0.000068659494,0.000008689627,0.00020417514,0.00013763273,0.000041261857],"category_scores_gemma":[0.000041615906,0.00011842468,0.00010743831,0.00029592114,0.0000774288,0.00010444238,0.000016909955,0.00003423196,0.000011854633],"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":[0.00028974988,0.0001717126,0.000076826844,0.00019868597,0.000015454398,1.5543048e-7,0.0047200234,0.00017157939,0.99220663,0.00019185276,0.00019076138,0.0017665467],"study_design_scores_gemma":[0.0003614594,0.00036056922,0.0014641989,0.00008625034,0.000112105,1.1975695e-7,0.016978323,0.00020006669,0.9800661,0.00015882749,0.000102834456,0.000109095345],"about_ca_topic_score_codex":0.0041366206,"about_ca_topic_score_gemma":0.0035221651,"teacher_disagreement_score":0.012258301,"about_ca_system_score_codex":0.00003118226,"about_ca_system_score_gemma":0.000059274844,"threshold_uncertainty_score":0.62533605},"labels":[],"label_agreement":null},{"id":"W2264881783","doi":"","title":"Effects of Aging in Reaching and Grasping Movements: A Kinematic Analysis of Movement Context","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Movement (music); Kinematics; Context (archaeology); Physical medicine and rehabilitation; Geography; Medicine; Art; Aesthetics; Physics","score_opus":0.01310747344319361,"score_gpt":0.20752879885376613,"score_spread":0.19442132541057253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264881783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99923736,0.00010163401,0.00012685882,0.00001984644,0.00005506532,0.00034536602,0.000007789067,0.0000083409695,0.000097734315],"genre_scores_gemma":[0.9907889,0.000104274586,0.00016145362,0.000020208478,0.0000025367085,7.768076e-7,0.000026392514,0.000008545389,0.008886922],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989996,0.00011878402,0.00022240273,0.00028041587,0.00024012785,0.00013866219],"domain_scores_gemma":[0.9990233,0.0001247547,0.0006118763,0.00014858457,0.00005526019,0.00003621455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016091247,0.0001476707,0.00058122707,0.0008951592,0.000050035796,0.000005968332,0.00017482447,0.00007973435,0.000019195393],"category_scores_gemma":[0.00006606262,0.00016481799,0.00013990697,0.0004121302,0.000049635222,0.00017485172,0.000039798044,0.000106740976,5.0181137e-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":[0.00015944656,0.00018583974,0.0022551636,0.0025305673,0.0003529218,0.000024640509,0.17856222,0.00022730333,0.8101313,0.0010156294,0.0000011972252,0.0045537325],"study_design_scores_gemma":[0.0052212747,0.00052003644,0.49184036,0.0046122908,0.0037218872,3.7808647e-7,0.19187808,0.029347649,0.27082822,0.0012657413,0.000005993197,0.0007580781],"about_ca_topic_score_codex":0.05839422,"about_ca_topic_score_gemma":0.035027485,"teacher_disagreement_score":0.5393031,"about_ca_system_score_codex":0.000031159994,"about_ca_system_score_gemma":0.00001798839,"threshold_uncertainty_score":0.9825807},"labels":[],"label_agreement":null},{"id":"W2265258167","doi":"","title":"NO MAN'S LAND: deconstructing the company camp in Canada's Oil Sands","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Geography; Archaeology; Asphalt","score_opus":0.005369172369172144,"score_gpt":0.16322287810538105,"score_spread":0.1578537057362089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265258167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983432,0.00008416338,1.4696093e-7,0.00022029401,0.00023302664,0.000058067297,0.000020843467,0.000006960698,0.015944498],"genre_scores_gemma":[0.50440615,0.000105111314,0.00020541153,0.00006347121,0.000018287352,4.236099e-7,0.00014345444,0.000016040067,0.49504164],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99900156,0.00004894961,0.00009560308,0.00025421742,0.0003816773,0.00021798843],"domain_scores_gemma":[0.99949527,0.000023091903,0.00019233635,0.0001865121,0.000007632787,0.00009516602],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008347302,0.00016462759,0.0002456473,0.000039190036,0.00015657037,0.0000025389472,0.0003832673,0.00008051332,0.001267502],"category_scores_gemma":[0.0000031592938,0.00014302136,0.0000606199,0.00009800911,0.0005824841,0.000080219295,0.00010531504,0.0002261328,0.00018296833],"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":[0.0009290354,0.00028024876,0.46633667,0.00033571603,0.00022784356,0.00066906656,0.30839565,0.0069589955,0.0038314706,0.000019847304,0.1354723,0.076543145],"study_design_scores_gemma":[0.00094128645,0.00007077727,0.338235,0.00015649889,0.00008608026,0.000019537054,0.60176444,0.0004247497,0.00005320245,0.000041812702,0.057542197,0.0006644421],"about_ca_topic_score_codex":0.9931475,"about_ca_topic_score_gemma":0.997952,"teacher_disagreement_score":0.47909713,"about_ca_system_score_codex":0.0013281308,"about_ca_system_score_gemma":0.00017545137,"threshold_uncertainty_score":0.9996455},"labels":[],"label_agreement":null},{"id":"W2265342990","doi":"","title":"A bioassessment of the impact of livestock restriction on benthic macroinvertebrate communities in the Grand River watershed in Ontario, Canada","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Benthic zone; Watershed; Livestock; Geography; Fishery; Environmental science; Hydrology (agriculture); Ecology; Forestry; Biology; Geology","score_opus":0.017045783055318446,"score_gpt":0.21881220226257952,"score_spread":0.20176641920726107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265342990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99858683,0.0000051237553,1.499941e-7,0.00017774728,0.00011292038,0.00043022528,0.000030998955,0.0000022074228,0.00065378065],"genre_scores_gemma":[0.98622304,0.00001468775,0.0000222512,0.000016633467,0.0000017607119,0.0000012286216,0.0001578746,0.0000065917593,0.013555902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871546,0.00035349504,0.00019390417,0.0001539686,0.00038163213,0.00020155619],"domain_scores_gemma":[0.9992026,0.000054174998,0.00033150104,0.00034960813,0.000028943654,0.00003317505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034326944,0.00017879033,0.00032433972,0.00010920287,0.00011605586,0.0000042270235,0.00059266266,0.00019571757,0.0013446831],"category_scores_gemma":[0.0000058060327,0.00012220778,0.00010598553,0.00023730691,0.00032738218,0.00012134078,0.00008949188,0.00047587493,0.0000090595095],"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":[0.0004356102,0.00036802317,0.70759535,0.000044154833,0.000048848797,0.000021747152,0.2810204,0.0020701236,0.00060125144,0.000020696863,0.0076319603,0.00014184508],"study_design_scores_gemma":[0.0006708602,0.00031219423,0.9144382,0.00011054946,0.000056214838,9.620745e-7,0.083515525,0.00021995726,0.0003221487,0.00022125251,0.000012804833,0.000119341035],"about_ca_topic_score_codex":0.99926984,"about_ca_topic_score_gemma":0.9999219,"teacher_disagreement_score":0.20684285,"about_ca_system_score_codex":0.00092528976,"about_ca_system_score_gemma":0.00046728537,"threshold_uncertainty_score":0.9995682},"labels":[],"label_agreement":null},{"id":"W2266207172","doi":"","title":"Ecosystem oxygen metabolism in an impacted temperate river network: Application of the δ18O-DO approach","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Temperate climate; Environmental science; Ecology; Biology","score_opus":0.00601973001967524,"score_gpt":0.1780616313960113,"score_spread":0.17204190137633607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266207172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99657464,0.000024539404,0.000011922698,0.00012888324,0.00012200159,0.000785407,0.00001579051,0.0000176635,0.0023191366],"genre_scores_gemma":[0.93841225,0.00006942363,0.0005196856,0.000021873073,0.000017652794,0.000005872204,0.00016464721,0.000013900901,0.06077471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989284,0.00013683357,0.00014633614,0.00034669755,0.00019528197,0.0002464363],"domain_scores_gemma":[0.9992062,0.000012040919,0.00034081063,0.00037111188,0.00002952196,0.000040306088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020912004,0.00018279949,0.0003567666,0.00007465018,0.00020828984,0.000008038553,0.00056135684,0.00021411372,0.00029467852],"category_scores_gemma":[0.0000040329896,0.00016000608,0.00008881013,0.0003062739,0.0001477044,0.000304219,0.00022365229,0.00016741105,0.00006674751],"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":[0.0004933442,0.000989755,0.58815485,0.0009919048,0.00077932386,0.000006787821,0.3187998,0.033370614,0.008927171,0.0016156536,0.042470664,0.0034001064],"study_design_scores_gemma":[0.00036888587,0.000026570422,0.9631211,0.000026964095,0.00012582997,1.9365837e-7,0.033530388,0.0019464217,0.00009501171,0.0001371896,0.00044502268,0.00017642786],"about_ca_topic_score_codex":0.023605691,"about_ca_topic_score_gemma":0.19115429,"teacher_disagreement_score":0.3749662,"about_ca_system_score_codex":0.00008971405,"about_ca_system_score_gemma":0.000010198051,"threshold_uncertainty_score":0.9828962},"labels":[],"label_agreement":null},{"id":"W2266473872","doi":"","title":"St. Catharines Terroir","year":2010,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Terroir; Geography; Biology; Food science; Wine","score_opus":0.01432547535692305,"score_gpt":0.1955811439077814,"score_spread":0.18125566855085834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266473872","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":[0.9815322,0.0008420806,0.000002996165,0.002132716,0.0026027416,0.00028585363,0.00024066342,0.00006142627,0.012299288],"genre_scores_gemma":[0.10074596,0.0016746162,0.00028752055,0.000034880108,0.00045820992,6.287722e-7,0.0010221191,0.000042672582,0.8957334],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99842376,0.000038758302,0.00021457396,0.000499446,0.00037989795,0.0004435823],"domain_scores_gemma":[0.9987062,0.000029595747,0.00035304888,0.0004513877,0.00028015714,0.00017961289],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011467639,0.00042899552,0.00054064207,0.00027883716,0.0010149948,0.00008702499,0.0005404782,0.000457102,0.0046649855],"category_scores_gemma":[0.000005091928,0.00046821235,0.0003741674,0.000054886958,0.00048413937,0.0002832741,0.00009890503,0.00046846384,0.00044838447],"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":[0.00012433282,0.00020853251,0.00047090687,0.00054151687,0.00022218237,0.000048849935,0.9520909,0.000011980071,0.0016314593,0.023460126,0.020220365,0.0009688382],"study_design_scores_gemma":[0.00050330604,0.00017332517,0.0015881301,0.00017831597,0.0003108904,0.0000041144217,0.76934505,0.000066163746,0.0006954818,0.0006609183,0.2260189,0.00045542428],"about_ca_topic_score_codex":0.42676142,"about_ca_topic_score_gemma":0.22421399,"teacher_disagreement_score":0.8834341,"about_ca_system_score_codex":0.000097458855,"about_ca_system_score_gemma":0.00012259935,"threshold_uncertainty_score":0.99977696},"labels":[],"label_agreement":null},{"id":"W2266816966","doi":"","title":"Conservatism and British imperialism in India: finding the local roots of empire in Britain and India","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Australian History 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":"Empire; Conservatism; British Empire; Ancient history; Economic history; Colonialism; Geography; Development economics; History; Political science; Economics; Law","score_opus":0.01581978316491233,"score_gpt":0.2456850562297088,"score_spread":0.22986527306479645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266816966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99854916,0.00029761827,2.2736309e-7,0.0002989215,0.0001403455,0.00023936619,0.000039861035,0.0000075198254,0.00042694862],"genre_scores_gemma":[0.9661625,0.00040814976,0.00004880232,0.000014709832,0.00001810493,4.115882e-7,0.00005053392,0.0000072500316,0.03328951],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99899423,0.00022934696,0.00013081725,0.0002109505,0.0002306392,0.00020400943],"domain_scores_gemma":[0.9995133,0.00006793151,0.00019034233,0.00008573626,0.00006670674,0.00007597678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068912853,0.000106983156,0.00032592632,0.00010803675,0.00025536667,0.000025563822,0.00020223937,0.00042789587,0.00004139512],"category_scores_gemma":[0.00004552657,0.00013531058,0.000046224093,0.00022893593,0.0007283302,0.00023118006,0.000041880536,0.00028380388,7.654873e-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":[0.00004573063,0.000024511099,0.11332857,0.00013194377,0.000020714377,0.00008114477,0.8818181,0.0000015255781,0.00006118065,0.00083221856,0.0018538466,0.0018005316],"study_design_scores_gemma":[0.000422392,0.000020210951,0.4891681,0.00019217384,0.00001776349,0.0000010824975,0.5093567,0.000002458563,0.000005028574,0.00032523283,0.00038455767,0.00010434545],"about_ca_topic_score_codex":0.47365674,"about_ca_topic_score_gemma":0.6944019,"teacher_disagreement_score":0.37583953,"about_ca_system_score_codex":0.00015463737,"about_ca_system_score_gemma":0.00026051156,"threshold_uncertainty_score":0.5517805},"labels":[],"label_agreement":null},{"id":"W2267910582","doi":"","title":"Investigating the efficacy of the NASA fluid loading protocol for astronauts: The role of hormonal blood volume regulation in orthostasis after bed rest","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spaceflight effects on biology","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; University of Waterloo","keywords":"Bed rest; Rest (music); Spaceflight; Hormone; Volume (thermodynamics); Medicine; Computer science; Engineering; Internal medicine; Aerospace engineering; Physics","score_opus":0.00912465435202471,"score_gpt":0.23674017311836193,"score_spread":0.22761551876633723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267910582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96038336,0.000049214326,0.0000025343663,0.0018957263,0.000040141033,0.037492767,0.000029307042,0.0000144201085,0.00009251357],"genre_scores_gemma":[0.9859474,0.0000036841036,0.0012511506,0.00003464083,0.00007307933,0.0011005579,0.00018667718,0.000035619247,0.0113671925],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99854785,0.00023263083,0.00030298546,0.0003060294,0.000348693,0.00026178977],"domain_scores_gemma":[0.9981835,0.00024063075,0.00072169374,0.0005246574,0.0002807746,0.000048742124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043830895,0.0002403486,0.00051290245,0.00019776405,0.00014935943,0.0000071416107,0.00039276187,0.00032118926,0.00003676599],"category_scores_gemma":[0.0002194456,0.00015070963,0.00028016162,0.00036153107,0.0003084876,0.000081300124,0.000065754975,0.00033930253,0.0000014852765],"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":[0.009362869,0.0007401034,0.18785393,0.0018449295,0.00073148805,0.000011568807,0.12468045,0.00014331625,0.6608839,0.00042387456,0.0008091074,0.012514448],"study_design_scores_gemma":[0.0039947787,0.000911637,0.8859832,0.0015866474,0.00053687644,0.000006366907,0.027408224,0.0005181053,0.078176096,0.00018402423,0.00051002554,0.00018399543],"about_ca_topic_score_codex":0.004476506,"about_ca_topic_score_gemma":0.011997612,"teacher_disagreement_score":0.6981293,"about_ca_system_score_codex":0.000072021634,"about_ca_system_score_gemma":0.00020560338,"threshold_uncertainty_score":0.67671674},"labels":[],"label_agreement":null},{"id":"W2268211583","doi":"","title":"Primary Blast Injury of the Head: Numerical Prediction and Evaluation of Protection","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Head (geology); Primary (astronomy); Medicine; Engineering; Geology; Physics","score_opus":0.017045208899346753,"score_gpt":0.24133916636857983,"score_spread":0.22429395746923309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268211583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983039,0.00005344302,0.000027757302,0.00017002279,0.00027692615,0.0008594859,0.000063246356,0.00001615531,0.00022905867],"genre_scores_gemma":[0.97474444,0.00004462964,0.00021109702,0.000005228494,0.000042092954,0.0000013272124,0.00023000155,0.000015776932,0.024705417],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988779,0.00008611547,0.00016561536,0.00021296983,0.00056334777,0.00009407267],"domain_scores_gemma":[0.9986384,0.0000093852395,0.0004740432,0.00025236752,0.0005845286,0.0000412565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003259042,0.00013268291,0.00035652932,0.00022020072,0.00009943362,0.0000026098292,0.00009691321,0.00034284295,0.00012048416],"category_scores_gemma":[0.000026459551,0.000118181044,0.00012908885,0.000171926,0.000127384,0.000093717055,0.000040987194,0.00033198876,0.0000019798033],"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":[0.0031403622,0.0007087571,0.0021585333,0.0036201642,0.00045167215,0.000001794139,0.07379028,0.000008194457,0.8640751,0.00016429606,0.00052758463,0.05135325],"study_design_scores_gemma":[0.0048850477,0.004548452,0.69294083,0.0027634234,0.0048524207,0.000019727788,0.057215113,0.0051755244,0.22580223,0.0008551056,0.00048486827,0.0004572564],"about_ca_topic_score_codex":0.0025706007,"about_ca_topic_score_gemma":0.00228952,"teacher_disagreement_score":0.6907823,"about_ca_system_score_codex":0.00008430536,"about_ca_system_score_gemma":0.0002084756,"threshold_uncertainty_score":0.48192832},"labels":[],"label_agreement":null},{"id":"W2268382944","doi":"","title":"Automated Ice-Water Classification using Dual Polarization SAR Imagery","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Arctic and Antarctic ice dynamics","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":"Remote sensing; Dual (grammatical number); Dual-polarization interferometry; Synthetic aperture radar; Computer science; Geography; Cartography; Artificial intelligence; Geology; Telecommunications; Art","score_opus":0.012796074139410484,"score_gpt":0.19608094859344977,"score_spread":0.1832848744540393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268382944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99820405,0.000023065099,0.00008536236,0.00021274481,0.00044775903,0.00022849081,0.00008742568,0.00014236863,0.00056871166],"genre_scores_gemma":[0.8233895,0.000062711006,0.0042569493,0.000026115811,0.00006828848,3.7097916e-8,0.010946183,0.000014661529,0.16123556],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988015,0.00008010344,0.00017057068,0.0003335568,0.00029234748,0.00032188586],"domain_scores_gemma":[0.99920595,0.000029125074,0.0002562337,0.00021593823,0.00019272618,0.00010001931],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013292972,0.00022642677,0.0002939062,0.00024203569,0.00036344142,0.00004753022,0.00021841274,0.00032793253,0.0024368053],"category_scores_gemma":[0.000009220355,0.00021336363,0.00011080123,0.00015684529,0.00010391165,0.0005930879,0.000015140701,0.00022201242,0.0004534871],"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":[0.001368734,0.0004091852,0.3549282,0.0031151595,0.0012551738,0.0003232019,0.3757012,0.009398952,0.2079251,0.00036414652,0.005233102,0.03997786],"study_design_scores_gemma":[0.0005280045,0.00011042066,0.42091823,0.00019157927,0.00037294044,0.00001662612,0.13435629,0.44166267,0.0007707906,0.00014948368,0.00024877483,0.0006741807],"about_ca_topic_score_codex":0.11672654,"about_ca_topic_score_gemma":0.016004845,"teacher_disagreement_score":0.43226373,"about_ca_system_score_codex":0.000025451649,"about_ca_system_score_gemma":0.00009304475,"threshold_uncertainty_score":0.9984751},"labels":[],"label_agreement":null},{"id":"W2268513382","doi":"","title":"Quenching the Spirit: The Transformation of Religious Identity and Experience in Three Canadian Pentecostal Churches","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pentecostalism and Christianity Studies","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":"Identity (music); Religious studies; Transformation (genetics); Gender studies; Theology; Art; Sociology; Aesthetics; Philosophy; Chemistry","score_opus":0.027039478258492896,"score_gpt":0.21893121158549647,"score_spread":0.19189173332700357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268513382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99322397,0.0016869506,0.0000010777001,0.0012202609,0.00020394703,0.00024653858,0.00010981545,0.000007985709,0.0032994715],"genre_scores_gemma":[0.9905845,0.00068778003,0.000004311983,0.000017515724,0.00003323554,0.0000013881474,0.00008040205,0.0000069557536,0.008583919],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993406,0.000036247813,0.00013095664,0.00011920002,0.00017714416,0.00019583931],"domain_scores_gemma":[0.9995365,0.000029933231,0.0001530709,0.0001541049,0.00008262318,0.00004377913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017834724,0.00013593395,0.00020560615,0.00015058111,0.00057428336,0.000050620143,0.0003059687,0.00006517724,0.00018724195],"category_scores_gemma":[0.000009359336,0.00010198428,0.000074105476,0.000046550143,0.00033967872,0.0005536633,0.00003070753,0.00019701758,0.0000049253836],"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":[0.000028700104,0.000015206266,0.00095393596,0.0001450388,0.000032938362,0.000003200326,0.99235046,8.258132e-7,0.00005061251,0.0051397798,0.00063396,0.0006453637],"study_design_scores_gemma":[0.00021037151,0.000029393143,0.052800596,0.00015161248,0.000077887395,0.000001489261,0.9378224,0.000014284646,0.00007067488,0.00074103364,0.007932545,0.00014773427],"about_ca_topic_score_codex":0.9311,"about_ca_topic_score_gemma":0.99901736,"teacher_disagreement_score":0.06791734,"about_ca_system_score_codex":0.000051689884,"about_ca_system_score_gemma":0.00005158224,"threshold_uncertainty_score":0.44169813},"labels":[],"label_agreement":null},{"id":"W2268831889","doi":"","title":"Experimental Investigation of the Effects of Coagulant Dose and Permeate Flux on Membrane Fouling in a Moving Bed Biofilm Reactor - Membrane Process","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Membrane Separation Technologies","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":"Fouling; Membrane fouling; Membrane; Permeation; Flux (metallurgy); Process (computing); Membrane reactor; Chemical engineering; Biofilm; Chemistry; Chromatography; Materials science; Engineering; Organic chemistry; Biology; Biochemistry; Computer science","score_opus":0.010020509124388054,"score_gpt":0.2128137464516986,"score_spread":0.20279323732731053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268831889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989048,0.00007551437,2.5388394e-7,0.00007873988,0.000095344774,0.00061693916,0.000010424681,0.000027880222,0.00019008717],"genre_scores_gemma":[0.9942781,0.00003383776,0.00016977663,0.000005571842,0.000004836633,0.0000022556337,0.000064778294,0.000015526834,0.005425338],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881727,0.000088671826,0.00019800419,0.0003079516,0.0003919406,0.00019615318],"domain_scores_gemma":[0.9990748,0.000078371544,0.00048370476,0.00029082678,0.000020747095,0.00005153501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016265817,0.00021598866,0.00039128124,0.00018753244,0.000082092185,0.000006088424,0.0003569139,0.00025371797,0.00012082222],"category_scores_gemma":[0.000057884816,0.00019417834,0.00007534317,0.00028722506,0.00035201156,0.0003402012,0.00011368088,0.0002009935,0.000006223706],"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":[0.00015454768,0.00006757446,0.00606485,0.00079562084,0.000019653695,0.000002704329,0.07088792,0.00008236003,0.92170376,0.000022747152,0.000010153423,0.0001880794],"study_design_scores_gemma":[0.0006399875,0.00013606127,0.06939469,0.0005006411,0.000050763396,0.0000011321279,0.0341814,0.00019766807,0.8947085,0.000027684273,0.0000018560778,0.00015958527],"about_ca_topic_score_codex":0.009492447,"about_ca_topic_score_gemma":0.00440882,"teacher_disagreement_score":0.06332984,"about_ca_system_score_codex":0.000099741315,"about_ca_system_score_gemma":0.000024865914,"threshold_uncertainty_score":0.99710345},"labels":[],"label_agreement":null},{"id":"W2269158592","doi":"","title":"Development of Spatially-Resolved FTIR - Gas Concentration Measurements inside a Monolith-Supported Selective Catalytic Reduction Catalyst","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; Ontario Centres of Excellence","keywords":"NOx; Selective catalytic reduction; Catalysis; Chemistry; Diesel fuel; Diesel exhaust; Monolith; Analytical Chemistry (journal); Inorganic chemistry; Combustion; Environmental chemistry; Organic chemistry","score_opus":0.027326327853915935,"score_gpt":0.22087464628322334,"score_spread":0.19354831842930742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269158592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982193,0.000013951836,0.00004209724,0.000036563026,0.00026572877,0.00047249277,0.000011130066,0.000042586806,0.00089615193],"genre_scores_gemma":[0.9562367,0.0000110922265,0.0065757674,0.0000015614424,0.00003034512,0.0000025518675,0.0009486975,0.000025110448,0.036168143],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998174,0.00007619827,0.00034461042,0.00045856027,0.0006357902,0.0003108361],"domain_scores_gemma":[0.99871624,0.000014218893,0.0007526698,0.00025743622,0.00014049237,0.00011894946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002733966,0.00026940432,0.00040315973,0.000104971885,0.0002788516,0.000014998029,0.00027566517,0.00024771385,0.00020574819],"category_scores_gemma":[0.000029025334,0.00032048614,0.00010339242,0.0002655706,0.00013988864,0.00036993466,0.0000762207,0.00020623858,0.00010491626],"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":[0.00026271585,0.00022853923,0.005479852,0.000299214,0.00030211295,0.0000050947633,0.3920897,0.00048171345,0.5762644,0.0000034792465,0.00048433046,0.024098882],"study_design_scores_gemma":[0.0010147756,0.0001573779,0.05074509,0.00046194674,0.00028312995,0.00000382705,0.09655757,0.00089907646,0.8489997,0.000042754407,0.00016428904,0.0006704548],"about_ca_topic_score_codex":0.07504742,"about_ca_topic_score_gemma":0.022533514,"teacher_disagreement_score":0.29553214,"about_ca_system_score_codex":0.0006448065,"about_ca_system_score_gemma":0.00015035186,"threshold_uncertainty_score":0.9999247},"labels":[],"label_agreement":null},{"id":"W2269598916","doi":"","title":"Impact of Winter Road Conditions on Highway Speed and Volume","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smart Materials for Construction","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":"Transport engineering; Environmental science; Volume (thermodynamics); Traffic volume; Engineering; Civil engineering; Physics; Thermodynamics","score_opus":0.005806433238154425,"score_gpt":0.20143001230725963,"score_spread":0.1956235790691052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269598916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99821484,0.000002653495,0.000001662079,0.0000548617,0.00029705017,0.00016471435,0.00010249889,0.000024314915,0.0011374058],"genre_scores_gemma":[0.94201154,0.000009231896,0.00012325039,0.0000031072432,0.000018870875,1.1598686e-7,0.0003166471,0.000014179001,0.057503037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922144,0.000047934493,0.00010984622,0.00026924832,0.00019903769,0.0001524614],"domain_scores_gemma":[0.9993996,0.000012384721,0.00026397503,0.00022778776,0.000022613214,0.00007364594],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000724823,0.00017312216,0.00030621665,0.00012455655,0.000094571136,0.000010554588,0.0001688148,0.00017790635,0.0036090587],"category_scores_gemma":[0.0000079674055,0.0001828555,0.00014334235,0.00007778049,0.000245865,0.00017228679,0.000055575034,0.00009359198,0.00030586807],"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":[0.0015295696,0.00033379186,0.48432496,0.00036328033,0.00053974584,0.000028154618,0.055413764,0.001361341,0.42680362,0.0001369162,0.025580443,0.0035844157],"study_design_scores_gemma":[0.0005009867,0.00036325236,0.99148303,0.00009396713,0.00010382504,0.0000043534715,0.0042119846,0.00015051806,0.0026166993,0.00010549438,0.00015674623,0.00020911702],"about_ca_topic_score_codex":0.0667051,"about_ca_topic_score_gemma":0.01791574,"teacher_disagreement_score":0.5071581,"about_ca_system_score_codex":0.00012165553,"about_ca_system_score_gemma":0.00001304643,"threshold_uncertainty_score":0.9997404},"labels":[],"label_agreement":null},{"id":"W2271464947","doi":"","title":"Topological Quantum Computation and Protected Gates","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute for Quantum Information and Matter, California Institute of Technology; Air Force Office of Scientific Research; Defense Advanced Research Projects Agency; Natural Sciences and Engineering Research Council of Canada; European Commission; Army Research Office; Technische Universität München; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Topological quantum computer; Quantum computer; Topology (electrical circuits); Anyon; Quantum algorithm; Topological degeneracy; Topological order; Quantum gate; Mathematics; Theoretical physics; Symmetry protected topological order; Quantum; Physics; Quantum mechanics","score_opus":0.012120792515368321,"score_gpt":0.21964000631440503,"score_spread":0.2075192137990367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271464947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936505,0.00019283165,0.004200493,0.0010755083,0.00031056127,0.00025924243,0.000006795696,0.00018835286,0.00011569625],"genre_scores_gemma":[0.7411991,0.000110672765,0.18915613,0.000053822936,0.00016089222,0.000001397352,0.00046125878,0.000050686427,0.068806045],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879295,0.000102140846,0.000117590804,0.0004640422,0.00029041254,0.00023284902],"domain_scores_gemma":[0.99914277,0.000048318103,0.00022882203,0.000228063,0.00022986143,0.00012219767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001762761,0.0002164633,0.00035041233,0.00022631299,0.00020360916,0.000060240443,0.0005313724,0.00024442215,0.000008282729],"category_scores_gemma":[0.000020915017,0.00021497654,0.00007607673,0.00026610144,0.000093736955,0.00016079622,0.00018462188,0.00030285586,0.000012303213],"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":[0.00050970126,0.0005520941,0.00051244395,0.0016213625,0.0004477023,0.0005799989,0.59208673,0.0062259436,0.007933223,0.023371048,0.006281589,0.35987818],"study_design_scores_gemma":[0.0014395957,0.0009954496,0.012478984,0.00043394227,0.00008473185,0.00004828581,0.034329355,0.9112047,0.00054684206,0.03689227,0.00057766336,0.00096819823],"about_ca_topic_score_codex":0.0049953335,"about_ca_topic_score_gemma":0.0016008258,"teacher_disagreement_score":0.90497875,"about_ca_system_score_codex":0.000029263401,"about_ca_system_score_gemma":0.00009297893,"threshold_uncertainty_score":0.87664884},"labels":[],"label_agreement":null},{"id":"W2271793439","doi":"","title":"Citizen participation in post-disaster flood hazard mitigation planning: Exploring strategic choices in Peterborough, Ontario","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","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":"University of Waterloo; Institute for Catastrophic Loss Reduction","keywords":"Flood myth; Environmental planning; Hazard; Strategic planning; Political science; Engineering; Business; Geography; Marketing; Archaeology","score_opus":0.04548737416238406,"score_gpt":0.2673642851636202,"score_spread":0.22187691100123613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271793439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803707,0.000042429834,6.7049336e-7,0.00020925376,0.0003333239,0.00037210787,0.000003943461,0.000033101456,0.018634466],"genre_scores_gemma":[0.83057135,0.000093461065,0.000084423096,0.000008324297,0.000038076087,0.0000035302742,0.00020631112,0.000011021708,0.16898347],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984115,0.00014944414,0.00020177414,0.00037981072,0.00046327888,0.0003942148],"domain_scores_gemma":[0.9994005,0.000035325746,0.0002348461,0.00015648786,0.0000910326,0.00008183188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086073,0.00019541646,0.00030515253,0.00047784945,0.00024128048,0.00006256616,0.00037961119,0.00020311723,0.00020148925],"category_scores_gemma":[0.000013971136,0.00024101522,0.00008953945,0.00033979063,0.00014039448,0.001048546,0.00004035762,0.0002477874,0.000026981957],"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":[0.00015054955,0.00010443976,0.04514557,0.000099851335,0.0000263334,0.00008709495,0.95285994,0.00035761937,0.00023076724,0.00032683727,0.00004294485,0.0005680767],"study_design_scores_gemma":[0.00056934764,0.000071980394,0.33604023,0.00037858737,0.00003681102,1.3471073e-7,0.6621315,0.00005125007,0.000057571804,0.00018845755,0.0002228074,0.00025130497],"about_ca_topic_score_codex":0.47764644,"about_ca_topic_score_gemma":0.98754126,"teacher_disagreement_score":0.50989485,"about_ca_system_score_codex":0.00028848977,"about_ca_system_score_gemma":0.00024385545,"threshold_uncertainty_score":0.98283154},"labels":[],"label_agreement":null},{"id":"W2272977378","doi":"","title":"Supply Chain Orientation: Refining a Nascent Construct","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Refining (metallurgy); Orientation (vector space); Supply chain; Computer science; Business; Materials science; Mathematics; Marketing; Metallurgy","score_opus":0.016481384264877746,"score_gpt":0.20223407051256712,"score_spread":0.18575268624768937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272977378","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":[0.9658065,0.000070882095,0.000021512868,0.00076191453,0.0013718045,0.00031615846,0.00002093136,0.00014253578,0.031487778],"genre_scores_gemma":[0.21012041,0.00008971337,0.0011534987,0.00033606341,0.0005507931,0.0000025936617,0.003029599,0.000069305366,0.784648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99852574,0.000025420724,0.0002300106,0.00047395655,0.00040641258,0.00033845587],"domain_scores_gemma":[0.9988042,0.000018049284,0.00053902605,0.00036259062,0.00025102354,0.000025094736],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029766245,0.00030510404,0.00044907656,0.000563687,0.0003293659,0.00009061603,0.00049034145,0.0002225123,0.0022641513],"category_scores_gemma":[0.000019189758,0.0003683273,0.00020972095,0.00036139684,0.00011214581,0.00079855154,0.00015994781,0.00023984292,0.00053496606],"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":[0.0040313913,0.0011990034,0.042308185,0.016283685,0.0020909281,0.00087373244,0.31199664,0.00012269524,0.0017506791,0.42397493,0.1031575,0.09221063],"study_design_scores_gemma":[0.0037381153,0.000109900146,0.041383713,0.0013182044,0.00126284,0.000003426449,0.7325291,0.0004113854,0.00032733288,0.00437559,0.21263608,0.001904302],"about_ca_topic_score_codex":0.08175238,"about_ca_topic_score_gemma":0.06782123,"teacher_disagreement_score":0.75568604,"about_ca_system_score_codex":0.00005002776,"about_ca_system_score_gemma":0.0000449547,"threshold_uncertainty_score":0.99987686},"labels":[],"label_agreement":null},{"id":"W2274556218","doi":"","title":"Conservation or Exploitation? Assessing the Education Impact of Accredited Zoological Institutions","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Conservation, Ecology, Wildlife Education","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":"Accreditation; Political science; Environmental planning; Business; Geography; Medical education; Medicine","score_opus":0.046050204560512585,"score_gpt":0.3165643555134201,"score_spread":0.27051415095290754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274556218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99482334,0.00002457765,0.000026512776,0.0026150527,0.0006751841,0.00056671357,0.000028025674,0.00003955261,0.0012010547],"genre_scores_gemma":[0.91513026,0.00004912535,0.002537592,0.00007655224,0.00008438023,0.000008139907,0.0016918378,0.000020400592,0.08040173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998564,0.00021683765,0.0002876579,0.0003386796,0.00039189184,0.00020092019],"domain_scores_gemma":[0.99817425,0.0002021333,0.0007901521,0.00038890136,0.0003459827,0.00009858031],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044741778,0.00021847468,0.0003124307,0.00019379525,0.00035387656,0.00003263162,0.00046373648,0.00031094474,0.0020602476],"category_scores_gemma":[0.00042197618,0.00018066034,0.00014949004,0.0007140068,0.00038962954,0.00088428333,0.00007661922,0.00023026217,0.00008042794],"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":[0.0005484209,0.0012725634,0.65374374,0.00018297552,0.00027679282,0.0000047757926,0.1475931,0.001997573,0.009804632,0.0004465424,0.17658235,0.007546546],"study_design_scores_gemma":[0.00031124149,0.00014574114,0.8828616,0.000077433935,0.00015605001,0.000004121263,0.11422114,0.00040313663,0.00007248072,0.000662883,0.0008953046,0.00018883635],"about_ca_topic_score_codex":0.0654455,"about_ca_topic_score_gemma":0.09055939,"teacher_disagreement_score":0.2291179,"about_ca_system_score_codex":0.0007278938,"about_ca_system_score_gemma":0.0017094839,"threshold_uncertainty_score":0.998852},"labels":[],"label_agreement":null},{"id":"W2275078469","doi":"","title":"Restoring a wetland complex for amphibian populations, south Okanagan Valley, British Columbia, Canada (2003 to 2014)","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","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":"Wetland; Geography; Amphibian; Ecology; Forestry; Environmental protection; Archaeology; Biology","score_opus":0.014921385094136166,"score_gpt":0.19795431472411007,"score_spread":0.18303292962997392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275078469","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":[0.99657094,0.00001385488,0.000031518295,0.00016727383,0.0006153956,0.0008908264,0.000799552,0.000035559828,0.00087506993],"genre_scores_gemma":[0.4078985,0.000007834442,0.0035534294,0.000025667434,0.00004843656,0.0000032740859,0.0028865049,0.000050530485,0.5855258],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983339,0.00004029004,0.00018831104,0.00050928385,0.0005157634,0.000412458],"domain_scores_gemma":[0.9989255,0.000013412357,0.00024557108,0.00036513727,0.00012278801,0.0003275885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019536758,0.00018844203,0.00041740734,0.00006205646,0.00039667383,0.000092798844,0.00044278466,0.00017149476,0.0007211335],"category_scores_gemma":[0.000041597938,0.00033788828,0.000081124796,0.0002685517,0.0000336181,0.00015046504,0.00016028459,0.00012240198,0.000057160803],"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":[0.00015503302,0.000063258696,0.22603431,0.0003564849,0.00008332628,0.0000749681,0.023140714,0.0016352971,0.0003547462,0.0000058918185,0.7440002,0.004095762],"study_design_scores_gemma":[0.0019103945,0.00028710652,0.80900085,0.00045272644,0.00028481754,0.000016589,0.12158182,0.0029279143,0.00000685835,0.00021900315,0.061870284,0.0014416263],"about_ca_topic_score_codex":0.9981819,"about_ca_topic_score_gemma":0.999991,"teacher_disagreement_score":0.6821299,"about_ca_system_score_codex":0.0009514903,"about_ca_system_score_gemma":0.00021803331,"threshold_uncertainty_score":0.9999073},"labels":[],"label_agreement":null},{"id":"W2275201953","doi":"","title":"Effects of Dietary Bovine Lactoferrin on Intestinal Lymphocytes of Mice After Dextran Sulfate Sodium or Acute Exercise Challenge","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Infant Nutrition and Health","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lactoferrin; Dextran; Chemistry; Medicine; Immunology; Food science; Biochemistry","score_opus":0.01255204297431159,"score_gpt":0.23265008314603874,"score_spread":0.22009804017172716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275201953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970112,0.0007349987,0.0000012388379,0.0006783798,0.00047896808,0.0006362275,0.0001392568,0.00005794243,0.00026180322],"genre_scores_gemma":[0.94985956,0.004530542,0.0012541075,0.00005317666,0.00006680715,0.0000028686798,0.00068981264,0.000069957176,0.043473177],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983829,0.00011327642,0.00030901562,0.00041713784,0.00039827434,0.00037937905],"domain_scores_gemma":[0.998475,0.00015170815,0.0005540282,0.0003115426,0.00036238204,0.00014531113],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009356015,0.00037928522,0.0009413014,0.0005650821,0.00014466773,0.000005458701,0.0003403161,0.00039732383,0.00014833767],"category_scores_gemma":[0.000020741943,0.00039681382,0.00028088377,0.00024952687,0.00016985176,0.00018133287,0.000039070415,0.00033165986,0.00002624316],"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":[0.30085027,0.0048401356,0.001598598,0.051530667,0.0009137427,0.0021739257,0.46674556,0.000010730179,0.1476353,0.0000827189,0.0070329127,0.016585464],"study_design_scores_gemma":[0.024392223,0.01627691,0.24108975,0.03193138,0.0041080727,0.000092647264,0.092715114,0.0003593418,0.5853499,0.00017778669,0.00090463465,0.0026021965],"about_ca_topic_score_codex":0.01444486,"about_ca_topic_score_gemma":0.012992942,"teacher_disagreement_score":0.43771464,"about_ca_system_score_codex":0.00015005664,"about_ca_system_score_gemma":0.00013567049,"threshold_uncertainty_score":0.99984837},"labels":[],"label_agreement":null},{"id":"W2275553436","doi":"","title":"A Cross-national Comparison Study of Metabolic Syndrome among Canadian and Korean Older Adults","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Nutrition, Health and Food Behavior","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":"Medicine; Metabolic syndrome; Cross-sectional study; Dyslipidemia; Obesity; Demography; Logistic regression; National Health and Nutrition Examination Survey; Marital status; Univariate analysis; Abdominal obesity; Comorbidity; Gerontology; Environmental health; Internal medicine; Multivariate analysis; Population","score_opus":0.012129557304367617,"score_gpt":0.2569753620551354,"score_spread":0.24484580475076775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275553436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980836,0.00018485473,1.7868182e-7,0.00018377381,0.00043075543,0.0008098616,0.00017011077,0.00002405863,0.00011283672],"genre_scores_gemma":[0.9856817,0.00001026927,0.00009150772,0.000010574321,0.00002482444,0.0000016547374,0.0008007526,0.00002543093,0.013353249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848217,0.0001011755,0.00026047433,0.0003952484,0.00043309273,0.0003278334],"domain_scores_gemma":[0.99853927,0.00003148461,0.00040136933,0.00021579355,0.00048899534,0.00032306943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019084755,0.00023569867,0.00065808854,0.00070640387,0.00032817567,0.00002492376,0.0002380132,0.00031778918,0.00011373611],"category_scores_gemma":[0.000014900263,0.0002952281,0.00009363978,0.00021719492,0.00011934891,0.00020542013,0.00001923394,0.00027254896,0.000009400265],"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":[0.00084625365,0.00078856066,0.79900527,0.0010161762,0.000111437905,0.000026095599,0.19599742,0.000009122009,0.000038429058,0.000029811392,0.00061429845,0.0015171295],"study_design_scores_gemma":[0.0025068882,0.00050631847,0.88896596,0.0003137027,0.0002670984,0.000004074853,0.106904775,0.00007488932,0.00009222306,0.000010504782,0.00012529394,0.00022825375],"about_ca_topic_score_codex":0.89217055,"about_ca_topic_score_gemma":0.9726431,"teacher_disagreement_score":0.08996072,"about_ca_system_score_codex":0.00008621395,"about_ca_system_score_gemma":0.00011226613,"threshold_uncertainty_score":0.99995},"labels":[],"label_agreement":null},{"id":"W2276706739","doi":"","title":"Characterization of Active Cellulolytic Consortia from Arctic Tundra","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Methane Hydrates and Related Phenomena","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":"Tundra; Arctic; Characterization (materials science); The arctic; Chemistry; Environmental science; Ecology; Biology; Nanotechnology; Geology; Materials science; Oceanography","score_opus":0.00847341166518984,"score_gpt":0.17199585968760642,"score_spread":0.16352244802241658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276706739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99626106,0.000022371127,0.00001147693,0.000025653175,0.00025404658,0.00023831784,0.00009829253,0.000017054419,0.003071703],"genre_scores_gemma":[0.70846593,0.00017770453,0.00028938928,0.000005948771,0.000012098609,3.194483e-7,0.0014237962,0.000021648193,0.28960317],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990195,0.000065138614,0.00016122377,0.0003345708,0.00023485838,0.00018473294],"domain_scores_gemma":[0.99903965,0.000024572526,0.00054743123,0.00026951192,0.000034283763,0.000084526284],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000058861446,0.00019897892,0.00037369432,0.00009000282,0.00008482185,0.000005059034,0.00030506417,0.00028482729,0.010910356],"category_scores_gemma":[0.000005303261,0.00021412641,0.0001231502,0.00016177772,0.00018164534,0.00020819754,0.000077024495,0.00021042378,0.00033805933],"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":[0.0005383095,0.00019920859,0.0033111128,0.00020424346,0.00027587774,0.00002144677,0.15962797,0.00003024523,0.8329899,0.00007052194,0.00007154511,0.0026596398],"study_design_scores_gemma":[0.0022060412,0.0005337909,0.44305205,0.0008294823,0.0016685913,0.000002716215,0.13801287,0.0006876066,0.4089256,0.0014799819,0.0011727655,0.0014285166],"about_ca_topic_score_codex":0.10725734,"about_ca_topic_score_gemma":0.012644289,"teacher_disagreement_score":0.43974093,"about_ca_system_score_codex":0.00007837854,"about_ca_system_score_gemma":0.000023224435,"threshold_uncertainty_score":0.9899938},"labels":[],"label_agreement":null},{"id":"W2277762866","doi":"","title":"Resolution Enhancement in Magnetic Resonance Imaging by Frequency Extrapolation","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Image and Signal Denoising 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":"Extrapolation; Fourier transform; k-space; Image resolution; Resolution (logic); Frequency domain; Similarity (geometry); Computer science; Algorithm; Artificial intelligence; Mathematics; Computer vision; Image (mathematics); Statistics; Mathematical analysis","score_opus":0.009797056286422332,"score_gpt":0.21676877433275166,"score_spread":0.20697171804632933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277762866","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":[0.9034958,0.019526238,0.0706528,0.0009767456,0.0008840881,0.00061305705,0.000019265188,0.00014707235,0.0036849757],"genre_scores_gemma":[0.09408608,0.0027680453,0.24888925,0.00009091314,0.00006818417,0.0000028803847,0.00054571417,0.000052096464,0.65349686],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984166,0.00018617867,0.00019457845,0.0005104918,0.00037904375,0.00031312634],"domain_scores_gemma":[0.9991427,0.000038010872,0.00021692911,0.00040634372,0.00013986825,0.000056143625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002828424,0.00020907391,0.00028920168,0.0003784208,0.00018168773,0.000035786758,0.0006854395,0.00015455407,0.000051277777],"category_scores_gemma":[0.000015281557,0.00027073006,0.00009333283,0.00043561065,0.00006068349,0.0006777345,0.00006132489,0.00025339055,0.000025155836],"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":[0.0003491784,0.00037529343,0.0018573919,0.00032261075,0.00002226188,0.00052817806,0.23305003,0.000047338446,0.33403757,0.0018642613,0.013969666,0.41357622],"study_design_scores_gemma":[0.025427407,0.0030280424,0.32661805,0.00864699,0.0004839117,0.00017017641,0.107241675,0.21444993,0.24232306,0.028321218,0.03293027,0.0103592845],"about_ca_topic_score_codex":0.022551134,"about_ca_topic_score_gemma":0.005032514,"teacher_disagreement_score":0.8094097,"about_ca_system_score_codex":0.00016684567,"about_ca_system_score_gemma":0.000108146705,"threshold_uncertainty_score":0.9999745},"labels":[],"label_agreement":null},{"id":"W2277830567","doi":"","title":"Molecular and Genetic Strategies to Enhance Functional Expression of Recombinant Protein in Escherichia coli","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Bacterial Genetics and Biotechnology","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":"Escherichia coli; Recombinant DNA; Computational biology; Biology; Protein expression; Genetics; Microbiology; Chemistry; Gene","score_opus":0.004362743972646964,"score_gpt":0.1957730578157508,"score_spread":0.19141031384310384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277830567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989955,0.00029121895,0.000046038716,0.00016803521,0.0000999389,0.0003313938,0.000009766,0.0000051494917,0.00005295125],"genre_scores_gemma":[0.98465097,0.0002300797,0.0036299683,0.000009094312,0.000014303449,0.0000017059161,0.00019472538,0.000013647643,0.011255529],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99921054,0.00003980987,0.00013458493,0.0003556922,0.00009856105,0.00016082631],"domain_scores_gemma":[0.9994807,0.000001839235,0.00015830137,0.00021873435,0.00009262539,0.000047789417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000045769284,0.00016752377,0.00025459938,0.00012921389,0.00003325181,0.000008151797,0.00017274666,0.00046708703,0.000013152909],"category_scores_gemma":[0.0000077739,0.0001904034,0.000055783727,0.00010401746,0.00006057005,0.000004356475,0.000074334326,0.00011305272,0.0000012682093],"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":[0.000414857,0.00006240222,0.000042791715,0.00010102076,0.000016698492,0.000008899232,0.0007898947,0.000039882467,0.9964948,0.000025904994,0.00007506552,0.0019277541],"study_design_scores_gemma":[0.00028718615,0.00061402185,0.014180915,0.00016035428,0.00001953304,0.0000010504783,0.0047932244,0.000005351746,0.97922295,0.00013268196,0.0003837023,0.00019904584],"about_ca_topic_score_codex":0.0014900283,"about_ca_topic_score_gemma":0.008018327,"teacher_disagreement_score":0.017271897,"about_ca_system_score_codex":0.0000106905945,"about_ca_system_score_gemma":0.00009516671,"threshold_uncertainty_score":0.7764425},"labels":[],"label_agreement":null},{"id":"W2278250271","doi":"","title":"Exploring the Association between Proximity to Industrial Wind Turbines and Self-Reported Health Outcomes in Ontario, Canada","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Noise Effects and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wind power; Turbine; Scale (ratio); Relevance (law); Psychology; Statistics; Engineering; Geography; Environmental science; Mathematics; Cartography; Political science; Electrical engineering; Mechanical engineering","score_opus":0.06340302010917155,"score_gpt":0.2799650319792971,"score_spread":0.21656201187012558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278250271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98981434,0.000004864237,5.713811e-7,0.0069293035,0.0010960149,0.0018381563,0.000020353142,0.000030813488,0.00026556096],"genre_scores_gemma":[0.6887274,0.000028979679,0.000101633865,0.00024044918,0.00014776914,0.000009978774,0.00037674143,0.00002684708,0.31034026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819034,0.00040930646,0.0002903546,0.00030730126,0.00039765937,0.0004050064],"domain_scores_gemma":[0.9985514,0.00028203192,0.00067260413,0.00023844656,0.000116116855,0.00013936116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010369819,0.00020103516,0.00060668186,0.00018853493,0.0005578488,0.000009693693,0.00019197036,0.00019899243,0.00003944665],"category_scores_gemma":[0.000092088514,0.0001749261,0.000047693167,0.00015692294,0.000008094612,0.00016085096,0.00011308094,0.0007713727,0.000004779187],"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":[0.000070583614,0.000033102035,0.8460335,0.00035652774,0.00034466907,0.0000071897607,0.14315382,0.000009904325,0.0000052913365,0.000036487883,0.008687135,0.0012617493],"study_design_scores_gemma":[0.0008818338,0.00007827469,0.93335027,0.00031076313,0.0001539615,2.9138736e-8,0.0537132,0.0000021074588,0.0000045885604,0.000011939267,0.011333961,0.000159072],"about_ca_topic_score_codex":0.999048,"about_ca_topic_score_gemma":0.999927,"teacher_disagreement_score":0.3100747,"about_ca_system_score_codex":0.0021907224,"about_ca_system_score_gemma":0.0014323499,"threshold_uncertainty_score":0.71332794},"labels":[],"label_agreement":null},{"id":"W2278600395","doi":"","title":"A Computational Study of Pressure Driven Flow in Waste Rock Piles","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geotechnical Engineering and Underground 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":"Geotechnical engineering; Petroleum engineering; Flow (mathematics); Mining engineering; Environmental science; Geology; Civil engineering; Waste management; Engineering; Mathematics","score_opus":0.0053660470120069845,"score_gpt":0.17658446989259124,"score_spread":0.17121842288058425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278600395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989263,0.00021303867,0.00023623771,0.000008264374,0.00017630578,0.00021686009,0.000026306718,0.00008423757,0.00011248091],"genre_scores_gemma":[0.98883855,0.000014888419,0.00075381907,2.537869e-7,0.000020954263,5.559799e-7,0.00016932176,0.000024173794,0.010177489],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999279,0.000021531236,0.00014413,0.00015344779,0.00022133153,0.00018055996],"domain_scores_gemma":[0.99962854,0.000028880275,0.000069951355,0.00016278836,0.0000579836,0.00005185481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041938576,0.00018912903,0.00037935996,0.00026216262,0.000033222557,0.000005314258,0.00022428289,0.0002285088,0.00008199279],"category_scores_gemma":[0.0000044844383,0.0002246102,0.00007790173,0.00014999928,0.000012040944,0.00009017584,0.000026593389,0.0002763445,0.000003530111],"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":[0.000033649932,0.00008694064,0.00060024566,0.0004930149,0.00013736123,0.0000049989885,0.036507864,0.96138257,0.0003625855,0.000028385024,0.00013707983,0.00022531085],"study_design_scores_gemma":[0.0019630413,0.00028408098,0.15467688,0.00041120173,0.00037489078,0.00000249222,0.1365755,0.7045087,0.00020388303,0.00020881413,0.00014049289,0.00064998923],"about_ca_topic_score_codex":0.00389459,"about_ca_topic_score_gemma":0.013547419,"teacher_disagreement_score":0.25687385,"about_ca_system_score_codex":0.000028832563,"about_ca_system_score_gemma":0.00001452978,"threshold_uncertainty_score":0.9159338},"labels":[],"label_agreement":null},{"id":"W2279125380","doi":"","title":"Effects of Surface Condition on the Corrosion Performance of Stainless Steel Rebar","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Concrete Corrosion and Durability","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":"Rebar; Corrosion; Materials science; Metallurgy; Composite material","score_opus":0.00510503338300544,"score_gpt":0.17631993421532346,"score_spread":0.17121490083231802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279125380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998702,0.00010741367,0.000009747529,0.000046890822,0.00024390116,0.00040188892,0.000038811737,0.000051899406,0.00039744657],"genre_scores_gemma":[0.98365515,0.00030710548,0.000053948494,0.0000045523893,0.000006771042,2.4722945e-7,0.00014550365,0.000016321292,0.015810413],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915093,0.00006614123,0.00016315228,0.00018008692,0.000286973,0.00015268965],"domain_scores_gemma":[0.9990944,0.00015577918,0.00020489779,0.00032492387,0.00017483541,0.000045143992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015419563,0.00019890741,0.0004063095,0.00010693917,0.00007914395,0.000004490427,0.00026926261,0.00021825123,0.00007655029],"category_scores_gemma":[0.00001956505,0.0001850676,0.00014606131,0.00016850239,0.0000777108,0.000100115845,0.000020573254,0.00023757023,0.000009618313],"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":[0.00090656517,0.00010448252,0.00062441727,0.006084045,0.00004539953,0.00000780918,0.038703077,0.0055192923,0.9428334,0.00028305931,0.0016988843,0.0031895249],"study_design_scores_gemma":[0.0012109492,0.0008349715,0.07432598,0.002046396,0.0002216006,7.5924606e-7,0.038101908,0.011949379,0.8706726,0.00004370202,0.00012991647,0.00046187002],"about_ca_topic_score_codex":0.0008321781,"about_ca_topic_score_gemma":0.0012863496,"teacher_disagreement_score":0.07370156,"about_ca_system_score_codex":0.000069580674,"about_ca_system_score_gemma":0.000031584652,"threshold_uncertainty_score":0.7546838},"labels":[],"label_agreement":null},{"id":"W2280524487","doi":"","title":"Exploring the Design of Multiferroic Materials by Nanocrystal Building Block Approach","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Chemical and Physical Properties of Materials","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 Research; University of Waterloo","keywords":"Nanocrystal; Multiferroics; Block (permutation group theory); Materials science; Nanotechnology; Engineering physics; Engineering; Optoelectronics; Mathematics; Ferroelectricity; Geometry","score_opus":0.056052803087876545,"score_gpt":0.21601941783551928,"score_spread":0.15996661474764273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280524487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984217,0.00010967136,0.000019008676,0.00007901554,0.00057166594,0.00043528766,0.00022803248,0.000052118885,0.00008347342],"genre_scores_gemma":[0.96942866,0.000061209255,0.002883748,0.0000057850193,0.00010233225,0.0000046823393,0.00026533968,0.00004306901,0.027205179],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99818504,0.00023624164,0.00029756545,0.00043222302,0.000506092,0.00034284955],"domain_scores_gemma":[0.9986912,0.000085820364,0.00047536823,0.00040901336,0.00023108129,0.000107535874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005683437,0.0003178973,0.0007359281,0.00006762451,0.0001755189,0.000049096958,0.0009014132,0.00017444008,0.00022093057],"category_scores_gemma":[0.00004975871,0.00024655022,0.00012655249,0.000115580675,0.0002274564,0.00035272786,0.00019220207,0.00013390677,0.000041511666],"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":[0.00066084805,0.00010759997,5.527153e-7,0.0005163398,0.00003858689,0.0000020357884,0.020139858,0.0002468758,0.9757719,0.000020718813,0.0023617293,0.00013297013],"study_design_scores_gemma":[0.0004062923,0.000100388344,0.000015039563,0.00019572774,0.00011699378,0.0000011374137,0.020554561,0.000053138392,0.9779275,0.00014780568,0.00018553545,0.0002958839],"about_ca_topic_score_codex":0.014175753,"about_ca_topic_score_gemma":0.000100453406,"teacher_disagreement_score":0.02899307,"about_ca_system_score_codex":0.00006316237,"about_ca_system_score_gemma":0.00007136797,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W2281073446","doi":"","title":"Optimally-Sized Design of a Wind/Diesel/Fuel Cell Hybrid System for a Remote Community","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diesel fuel; Fuel cells; Automotive engineering; Environmental science; Engineering; Chemical engineering","score_opus":0.021976543515262383,"score_gpt":0.1997685064697089,"score_spread":0.17779196295444652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281073446","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":[0.9754207,0.0006204472,0.002476075,0.000030402605,0.0012060484,0.0016519091,0.00027480617,0.00032017383,0.017999401],"genre_scores_gemma":[0.4672716,0.00015779807,0.019505128,0.000004344666,0.000076136275,0.0000028675765,0.0012647711,0.00017021313,0.51154715],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969593,0.00091276603,0.00053754175,0.0005325181,0.00046683874,0.00059103424],"domain_scores_gemma":[0.9960766,0.00030456562,0.0013809988,0.0012794604,0.00075420673,0.00020419028],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009180932,0.0006105352,0.0015781417,0.0005763926,0.00039890443,0.000022432425,0.0014330078,0.00052670535,0.00009477024],"category_scores_gemma":[0.00005080267,0.00071169256,0.0005960974,0.00027199998,0.0001692642,0.00023631152,0.00015216424,0.00048001818,0.000043125026],"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":[0.019857967,0.0019757636,0.000099233206,0.08592567,0.005823895,0.0005612345,0.5432159,0.15027359,0.17391463,0.0027945505,0.009166793,0.006390815],"study_design_scores_gemma":[0.0134609435,0.0022981938,0.00025878477,0.0065171765,0.0029503219,0.000062793704,0.7093314,0.025490118,0.22952248,0.0007424719,0.006208212,0.0031570864],"about_ca_topic_score_codex":0.5207782,"about_ca_topic_score_gemma":0.09789509,"teacher_disagreement_score":0.50814915,"about_ca_system_score_codex":0.00028155342,"about_ca_system_score_gemma":0.00036301042,"threshold_uncertainty_score":0.9995334},"labels":[],"label_agreement":null},{"id":"W2281515306","doi":"","title":"Explaining the Paradox: Canada’s Position in the Agricultural Trade Negotiations of the Uruguay and Doha Rounds","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Global trade and economics","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":"Negotiation; Position (finance); International trade; Agriculture; International economics; Economics; Political science; Geography; Finance; Archaeology; Law","score_opus":0.015937814893402267,"score_gpt":0.15808059442357225,"score_spread":0.14214277953017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281515306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98810667,0.00039987237,8.647565e-7,0.008163259,0.00024480425,0.00025990233,0.00013833451,0.0000034343993,0.002682874],"genre_scores_gemma":[0.9883243,0.00017854403,0.000030451392,0.00008398006,0.000022731101,0.0000011954637,0.00015950519,0.0000063733723,0.01119292],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.999339,0.000032168035,0.00021726593,0.0001931017,0.00004984844,0.00016862618],"domain_scores_gemma":[0.9992427,0.000052665833,0.00043226956,0.00022929408,0.00001712177,0.000025901865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015360778,0.00013436697,0.0002736174,0.000065469976,0.00024517524,0.000037690876,0.0004447535,0.0001235893,0.000037930724],"category_scores_gemma":[0.000009986029,0.00009522762,0.000102082624,0.00015020237,0.00006168309,0.0002123919,0.000027058713,0.0002091198,0.000004636611],"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":[0.000101964986,0.00022005192,0.05674901,0.00038476227,0.00050117506,0.0000101118685,0.70170826,0.0020590844,0.00031900595,0.20183809,0.03521481,0.0008937012],"study_design_scores_gemma":[0.00030583714,0.000025806485,0.7146143,0.00004679063,0.000036322388,0.0000041293383,0.28189945,0.00027208685,0.000039870774,0.0008946911,0.0016973582,0.00016334698],"about_ca_topic_score_codex":0.6784014,"about_ca_topic_score_gemma":0.888005,"teacher_disagreement_score":0.6578653,"about_ca_system_score_codex":0.00012303004,"about_ca_system_score_gemma":0.00005965794,"threshold_uncertainty_score":0.38832694},"labels":[],"label_agreement":null},{"id":"W2281530554","doi":"","title":"Renegotiating Family-School Relationships Among Indigenous Peoples in Southern Ontario","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Parental Involvement 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":"Indigenous; Context (archaeology); Sociology; Gender studies; Social capital; Accommodation; Class (philosophy); Race (biology); Geography; Genealogy; Social science; Psychology; History","score_opus":0.0417928310107133,"score_gpt":0.2582251202416945,"score_spread":0.21643228923098118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281530554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99130714,0.000118401585,7.123779e-7,0.000085978696,0.0005385028,0.0004794495,0.000025907975,0.000053157983,0.007390733],"genre_scores_gemma":[0.53357214,0.000050525683,0.00037087608,0.000004071428,0.000055884586,0.0000013817292,0.00089652074,0.000016829144,0.4650318],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99822533,0.0003169293,0.00020170044,0.00033519554,0.00057030877,0.0003505555],"domain_scores_gemma":[0.9987979,0.0000854875,0.00046308688,0.00022857057,0.00024069294,0.0001842638],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00079360174,0.00019090096,0.0003003833,0.000402932,0.0006461409,0.000046688343,0.00047020445,0.00043713083,0.00031371074],"category_scores_gemma":[0.00015390365,0.0002599163,0.00009851537,0.00037196232,0.00013536419,0.00045746812,0.000039740356,0.00050433085,0.00014953887],"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":[0.000022933,0.00008336266,0.28608593,0.000034850233,0.000020548829,0.0000038228236,0.71301275,0.00003808028,0.000103613325,0.000040237595,0.0004493717,0.00010446101],"study_design_scores_gemma":[0.00017676572,0.000017720566,0.2953207,0.00017682031,0.000043789354,4.7164715e-8,0.70349103,0.0000039065876,0.000011120964,0.00042719513,0.00015072012,0.00018019095],"about_ca_topic_score_codex":0.9875909,"about_ca_topic_score_gemma":0.9997386,"teacher_disagreement_score":0.45773503,"about_ca_system_score_codex":0.0017297969,"about_ca_system_score_gemma":0.0020861758,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W2281659009","doi":"","title":"Development and Evaluation of Models and Algorithms for Locating RWIS Stations","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Indoor and Outdoor Localization Technologies","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Computer science; Algorithm","score_opus":0.04003592159953784,"score_gpt":0.24990264643424437,"score_spread":0.20986672483470653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281659009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939481,0.00043558073,0.004854526,0.000022043836,0.00006647363,0.0003463024,0.000036762765,0.00007542597,0.000214786],"genre_scores_gemma":[0.8975136,0.00027936837,0.09267372,0.0000020102893,0.000012731619,0.000007192643,0.0013115475,0.000044418848,0.008155395],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994483,0.000011412692,0.00011216817,0.00012813871,0.00020432886,0.00009563606],"domain_scores_gemma":[0.9993086,0.000019834242,0.000090725836,0.00008726332,0.00046541137,0.000028208142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002495988,0.00011010814,0.00019811878,0.00020083126,0.000074632924,0.000007419107,0.000072718285,0.0001610004,0.0000056614626],"category_scores_gemma":[0.00002107189,0.00013356045,0.000020855503,0.00008804243,0.00003807815,0.00013863872,0.000017545592,0.000056803623,4.451364e-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":[0.000068915935,0.000040353363,0.00018585988,0.0029959348,0.00037630455,0.0000011743643,0.5254813,0.08830295,0.0022773421,0.0019485439,0.0011547033,0.37716666],"study_design_scores_gemma":[0.0010917676,0.000044273864,0.00061921927,0.00018135675,0.0002568391,6.4815976e-7,0.33761123,0.6455789,0.010641576,0.0035286506,0.00017084173,0.00027467732],"about_ca_topic_score_codex":0.0005551522,"about_ca_topic_score_gemma":0.004491218,"teacher_disagreement_score":0.557276,"about_ca_system_score_codex":0.00007464156,"about_ca_system_score_gemma":0.00007731359,"threshold_uncertainty_score":0.5446437},"labels":[],"label_agreement":null},{"id":"W2282686141","doi":"","title":"Reviving London, ON: The Role of the John Labatt Centre and Covent Garden Market","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Religious Tourism and Spaces","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":"Art; Art history","score_opus":0.004204412878759242,"score_gpt":0.1905601540017834,"score_spread":0.18635574112302414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282686141","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":[0.94749004,0.00073587167,6.566329e-8,0.0041782805,0.00026017195,0.00031137426,0.00002489762,0.00001386247,0.04698545],"genre_scores_gemma":[0.36679247,0.003962647,0.00003242213,0.000024207033,0.00007114248,1.9806309e-7,0.0000116191295,0.000011147477,0.6290941],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988568,0.000219684,0.0000870548,0.00020509856,0.00042756714,0.0002038205],"domain_scores_gemma":[0.9990553,0.0001461468,0.00030748834,0.00029411327,0.00013420629,0.000062745865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041589944,0.0001372626,0.00024786394,0.00006088937,0.0006467868,0.000034327404,0.0005799982,0.00025089463,0.000402789],"category_scores_gemma":[0.000072498726,0.00009760772,0.00014870065,0.00012679122,0.00032420282,0.00006610902,0.00007596328,0.00030613822,0.000009788922],"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":[0.00018069496,0.00007796748,0.0077138282,0.00020385729,0.00015348427,0.000009916681,0.87010664,0.0000034132606,0.0013839003,0.0038760542,0.11139997,0.004890298],"study_design_scores_gemma":[0.00022210255,0.00004052085,0.00874962,0.00046854085,0.00015840227,4.6915105e-7,0.8252465,0.00001836925,0.0011616759,0.0009994989,0.16271387,0.00022040613],"about_ca_topic_score_codex":0.08381812,"about_ca_topic_score_gemma":0.3652359,"teacher_disagreement_score":0.5821087,"about_ca_system_score_codex":0.000028895143,"about_ca_system_score_gemma":0.000112145455,"threshold_uncertainty_score":0.9222828},"labels":[],"label_agreement":null},{"id":"W2283841347","doi":"","title":"Quantification of spine stability: Assessing the role of muscles and their links to eigenvalues and stability","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Musculoskeletal pain 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":"Stability (learning theory); Eigenvalues and eigenvectors; SPINE (molecular biology); Physical medicine and rehabilitation; Computer science; Control theory (sociology); Medicine; Biology; Physics; Artificial intelligence; Bioinformatics; Machine learning","score_opus":0.01942677870015706,"score_gpt":0.24661854301682884,"score_spread":0.2271917643166718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283841347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979208,0.00060880114,0.000038122656,0.0004047344,0.000051870327,0.0007228141,0.00002556505,0.000014726985,0.00021257295],"genre_scores_gemma":[0.99724084,0.00015597347,0.0012493621,0.000004831772,0.000012121175,7.76189e-7,0.00012811103,0.000013000189,0.001194986],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989864,0.00016033713,0.00023584934,0.00031135732,0.00018802256,0.000118002725],"domain_scores_gemma":[0.9986697,0.00012364241,0.00032497072,0.0004022993,0.00040004382,0.00007935992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065310334,0.00016835409,0.00049268216,0.00016448754,0.00009799515,0.0000070295378,0.00010706227,0.00027348663,0.000052388776],"category_scores_gemma":[0.00012705328,0.00012592475,0.00012399166,0.00015164584,0.0003485535,0.00012124274,0.000044946057,0.00021167829,6.3276553e-7],"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":[0.00025050237,0.00020973767,0.027402293,0.004382024,0.00010963713,2.1327503e-7,0.21643725,8.064231e-7,0.7191281,0.000261483,0.0000045302736,0.031813424],"study_design_scores_gemma":[0.00026373606,0.00030513568,0.5798143,0.00044484276,0.00012990169,2.9470766e-7,0.3428792,0.00012195898,0.0754434,0.00047356245,0.000026686053,0.00009692328],"about_ca_topic_score_codex":0.010812325,"about_ca_topic_score_gemma":0.006780341,"teacher_disagreement_score":0.6436847,"about_ca_system_score_codex":0.000025317602,"about_ca_system_score_gemma":0.00007987117,"threshold_uncertainty_score":0.99577475},"labels":[],"label_agreement":null},{"id":"W2284682694","doi":"","title":"Attack on WiFi-based Location Services and SSL using Proxy Servers","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"IPv6, Mobility, Handover, Networks, Security","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 Waterloo","keywords":"Server; Computer science; Computer network; Location-based service; Proxy (statistics); Computer security","score_opus":0.010641154262684069,"score_gpt":0.20194411768797332,"score_spread":0.19130296342528924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284682694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804586,0.00020202641,0.00011309403,0.000046714224,0.00059134513,0.00046064064,0.000025648824,0.00019352512,0.0003211448],"genre_scores_gemma":[0.9862955,0.000060587856,0.00079770974,0.000024268109,0.00009609424,9.648716e-7,0.0007203404,0.000072862465,0.011931639],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987331,0.000068598354,0.00015799701,0.00042177094,0.00030248496,0.00031602642],"domain_scores_gemma":[0.999071,0.00004114714,0.00017766962,0.00041166364,0.00018835354,0.000110138564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018565822,0.0003612943,0.00045178292,0.0003149827,0.00016599103,0.000040258834,0.00028583166,0.0004533655,0.000041452033],"category_scores_gemma":[0.000004239019,0.00046196108,0.000103804654,0.000290783,0.00006699129,0.00027097834,0.000032326647,0.00033188163,0.000023055205],"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":[0.0019283122,0.00048626965,0.012685268,0.04298857,0.0009801241,0.00006828855,0.17506316,0.748186,0.008572745,0.00041879868,0.0016781926,0.0069442494],"study_design_scores_gemma":[0.0028256588,0.00031773766,0.016655356,0.00256705,0.00069977733,0.0000026278346,0.037585404,0.9312308,0.0049256263,0.00010465262,0.0016213186,0.0014640357],"about_ca_topic_score_codex":0.0070535475,"about_ca_topic_score_gemma":0.032899726,"teacher_disagreement_score":0.18304475,"about_ca_system_score_codex":0.0001975829,"about_ca_system_score_gemma":0.000045546887,"threshold_uncertainty_score":0.9997832},"labels":[],"label_agreement":null},{"id":"W2286135932","doi":"","title":"The Development of Ni1-x-yCuxMgyO-SDC Anode for Intermediate Temperature Solid Oxide Fuel Cells (IT-SOFCs)","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Energy Policy and Planning Office; Ministry of Energy, Thailand; King Mongkut's University of Technology North Bangkok","keywords":"Oxide; Fuel cells; Anode; Materials science; Solid oxide fuel cell; Chemical engineering; Nuclear engineering; Metallurgy; Chemistry; Engineering; Physical chemistry; Electrode","score_opus":0.009315192999559822,"score_gpt":0.23590377589433106,"score_spread":0.22658858289477124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286135932","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":[0.9955872,0.00018487305,0.00010289747,0.0001511828,0.0023916487,0.00090756296,0.00024208338,0.000054176784,0.00037836703],"genre_scores_gemma":[0.16217302,0.0006077812,0.09145067,0.00007100485,0.00019833798,0.000017927146,0.0010258538,0.00016606743,0.74428934],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99746555,0.00008118567,0.0005324933,0.0006605344,0.0006188916,0.0006413344],"domain_scores_gemma":[0.9971989,0.00021832345,0.0010909773,0.00075270375,0.00058873213,0.00015036766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006526986,0.0004790924,0.00073380256,0.00019708836,0.00056804786,0.00006323129,0.0015386546,0.000575887,0.00033427106],"category_scores_gemma":[0.000061486404,0.0004325727,0.00024824118,0.00016224469,0.0003713081,0.00032342842,0.0002536883,0.00046698615,0.00010910912],"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":[0.0004951045,0.00008813932,0.0000140106085,0.0008513859,0.000082624436,0.000009242444,0.0709631,0.000044666176,0.9242778,0.000044245407,0.002377534,0.00075218646],"study_design_scores_gemma":[0.00090236694,0.00010725779,0.00033410385,0.00034033397,0.00014110288,0.0000016576654,0.08843198,0.000028702269,0.8931104,0.00028251586,0.015799806,0.0005197767],"about_ca_topic_score_codex":0.0005952597,"about_ca_topic_score_gemma":0.037619833,"teacher_disagreement_score":0.8334142,"about_ca_system_score_codex":0.00014215424,"about_ca_system_score_gemma":0.00039383437,"threshold_uncertainty_score":0.9998126},"labels":[],"label_agreement":null},{"id":"W2286610566","doi":"","title":"Assimilation of Remotely Sensed Soil Moisture in the MESH Model","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil Moisture and Remote Sensing","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":"Japan Aerospace Exploration Agency; Natural Sciences and Engineering Research Council of Canada; Goddard Space Flight Center; National Aeronautics and Space Administration; European Space Agency; Natural Resources Conservation Service; Compute Canada; University of Waterloo","keywords":"Assimilation (phonology); Environmental science; Data assimilation; Remote sensing; Computer science; Geography; Geology; Meteorology","score_opus":0.01340992246063989,"score_gpt":0.20895233484029652,"score_spread":0.19554241237965664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286610566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692137,0.000023713086,0.000010622159,0.00048809036,0.00010030948,0.00019037964,0.0000052477812,0.000013280357,0.029954655],"genre_scores_gemma":[0.9025914,0.000036055837,0.0014004388,0.00003191421,0.000017613225,2.5518398e-8,0.00017810058,0.000015066962,0.095729396],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99882036,0.000092747396,0.00013311915,0.0002642771,0.00051611365,0.00017337501],"domain_scores_gemma":[0.9993099,0.000028061675,0.0002667869,0.00030820543,0.000043403285,0.000043651828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024591608,0.00017405862,0.00028837053,0.0000982026,0.00008217843,0.000007653289,0.0003124032,0.0003158036,0.00002364979],"category_scores_gemma":[0.000016828466,0.00014855753,0.00011353369,0.0002469422,0.00012377891,0.00013251978,0.00004897462,0.00027054234,0.00002411517],"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":[0.0005252433,0.00022982915,0.0058916803,0.00024551648,0.000077891455,0.00008783078,0.8547437,0.047299642,0.037251938,0.000047166443,0.025900522,0.02769902],"study_design_scores_gemma":[0.0018024027,0.00016490459,0.5526776,0.00041636423,0.0003843123,0.000013178622,0.37163934,0.0649231,0.003513003,0.003026411,0.00062203145,0.00081737],"about_ca_topic_score_codex":0.06668759,"about_ca_topic_score_gemma":0.4683638,"teacher_disagreement_score":0.5467859,"about_ca_system_score_codex":0.00012116061,"about_ca_system_score_gemma":0.0000438988,"threshold_uncertainty_score":0.9395274},"labels":[],"label_agreement":null},{"id":"W2286651062","doi":"","title":"Older Adults Living with Cancer: Supportive Care Needs and Utilization of Peer Support Services","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Peer support; Gerontology; Peer review; Social support; Nursing; Medicine; Psychology; Psychotherapist; Political science","score_opus":0.024246541078949423,"score_gpt":0.3097563175823439,"score_spread":0.2855097765033945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286651062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968444,0.0015259511,0.0000085935435,0.00010449737,0.000085926345,0.0003162362,0.00012252503,0.00002047289,0.0009713968],"genre_scores_gemma":[0.9208232,0.0020024301,0.0006882588,0.000017530416,0.0000312581,5.6844414e-7,0.0017184252,0.000028119981,0.074690185],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99892735,0.000020737194,0.00016450083,0.00024296243,0.00046204115,0.0001823937],"domain_scores_gemma":[0.99771696,0.00004093397,0.0004420712,0.00017183453,0.001530653,0.00009754793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008443878,0.00021256604,0.0005817172,0.0004183277,0.000052167066,0.0000037550715,0.000104135506,0.00024994303,0.00023574037],"category_scores_gemma":[0.000011664525,0.00020781618,0.000088696564,0.00026972024,0.000110409754,0.00015094774,0.000029797357,0.00014181393,0.0000014529035],"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":[0.0008060843,0.000059828693,0.21603347,0.0064977,0.0002601518,0.000029534467,0.77145684,0.0000024429971,0.0003482584,0.000009270613,0.00020445074,0.0042919614],"study_design_scores_gemma":[0.0010361013,0.0004314124,0.17232937,0.008482963,0.00063347525,0.0000020199386,0.8074288,0.00002223753,0.009100448,7.6548787e-7,0.0003655342,0.00016688222],"about_ca_topic_score_codex":0.055463273,"about_ca_topic_score_gemma":0.09232895,"teacher_disagreement_score":0.07602117,"about_ca_system_score_codex":0.00005989423,"about_ca_system_score_gemma":0.00016942441,"threshold_uncertainty_score":0.95082647},"labels":[],"label_agreement":null},{"id":"W2287466464","doi":"","title":"Saving Electrical Energy in Commercial Buildings","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort Optimization","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":"Architectural engineering; Electric potential energy; Energy (signal processing); Environmental science; Engineering; Physics","score_opus":0.005672163543657619,"score_gpt":0.17256866138699928,"score_spread":0.16689649784334165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287466464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973214,0.00037687927,0.00038556114,0.000030241656,0.0004072061,0.000048658756,0.0000041495423,0.00013194907,0.0012939558],"genre_scores_gemma":[0.94527197,0.00038009716,0.001720711,0.000008168399,0.000077243356,6.4913513e-7,0.00042650395,0.000051053023,0.05206358],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929994,0.000020413148,0.0001092138,0.00015299048,0.00014296875,0.0002744655],"domain_scores_gemma":[0.99968296,0.000018357654,0.000064357315,0.00014039261,0.000033953693,0.000059972874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006167459,0.00018255103,0.0002829751,0.00035040075,0.0000655244,0.000008944602,0.00022303974,0.0003660179,0.00011045378],"category_scores_gemma":[0.0000030105193,0.00024485757,0.000086661275,0.00028393656,0.000017910863,0.00018916598,0.000021318763,0.00024701815,0.000003180373],"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":[0.000908062,0.000508684,0.008665331,0.0012000015,0.0006401279,0.0001139298,0.13654721,0.5990196,0.024054138,0.017417492,0.014275484,0.19664994],"study_design_scores_gemma":[0.0116872005,0.00081735005,0.26924026,0.0042954567,0.0020229446,0.000052145486,0.08340492,0.47265047,0.08125936,0.0024032393,0.060590968,0.011575679],"about_ca_topic_score_codex":0.015097313,"about_ca_topic_score_gemma":0.05479988,"teacher_disagreement_score":0.26057494,"about_ca_system_score_codex":0.000119654134,"about_ca_system_score_gemma":0.000020365564,"threshold_uncertainty_score":0.9985002},"labels":[],"label_agreement":null},{"id":"W2287582655","doi":"","title":"Capital Brownfields: An Assessment of Brownfield Planning Policy in the City of Ottawa, Ontario","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Justice and Health Disparities","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":"Brownfield; Environmental planning; Urban planning; Capital city; Geography; Political science; Environmental resource management; Public administration; Redevelopment; Engineering; Civil engineering; Environmental science","score_opus":0.022730178951355765,"score_gpt":0.30047531903227004,"score_spread":0.2777451400809143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287582655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98452467,0.000101061654,0.0000023906657,0.00065930357,0.00010717338,0.00030203516,0.000016789098,0.000006316595,0.014280285],"genre_scores_gemma":[0.9300604,0.00022752563,0.00037973005,0.00005176906,0.00004367507,8.742505e-7,0.00010330597,0.0000059941735,0.069126755],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99877495,0.00016317198,0.00019038859,0.0001792483,0.00044174743,0.00025047964],"domain_scores_gemma":[0.99923664,0.000098614044,0.00034412416,0.00020278952,0.00004896193,0.0000688805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035809824,0.00012483628,0.00032873105,0.0001952081,0.00022659962,0.0000140849315,0.0004962841,0.0003051567,0.0006288326],"category_scores_gemma":[0.000015758835,0.00012552865,0.000094861105,0.00012880212,0.00024009457,0.00030275038,0.000031975746,0.00034316015,0.000002341511],"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":[0.000024633204,0.00016252194,0.13667394,0.00050230935,0.000023946706,0.000005317779,0.85392815,0.00002027754,0.00016415936,0.0079736905,0.00027859604,0.00024244437],"study_design_scores_gemma":[0.00013867761,0.00010516024,0.43495592,0.00017606492,0.000037299298,1.059584e-7,0.56414944,0.0000026923158,0.000045551486,0.00016486051,0.00014843763,0.00007578123],"about_ca_topic_score_codex":0.9706661,"about_ca_topic_score_gemma":0.9863601,"teacher_disagreement_score":0.29828197,"about_ca_system_score_codex":0.00018889592,"about_ca_system_score_gemma":0.000523916,"threshold_uncertainty_score":0.68852764},"labels":[],"label_agreement":null},{"id":"W2288260413","doi":"","title":"Model Development and Validation of Samaria Doped Ceria (SDC) Based Solid Oxide Fuel Cell Operating with Practical Fuels","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo; Ministry of Higher Education, Malaysia","keywords":"Overpotential; Syngas; Solid oxide fuel cell; Operating temperature; Materials science; Anode; Chemical engineering; Electrolyte; Process engineering; Electrochemistry; Hydrogen; Chemistry; Electrode; Electrical engineering; Engineering","score_opus":0.019968978865233487,"score_gpt":0.24405611041074204,"score_spread":0.22408713154550855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288260413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99591064,0.000042214568,0.0023332562,0.000073182666,0.00013558332,0.0006221135,0.000036260262,0.00004151306,0.00080521294],"genre_scores_gemma":[0.54581535,0.000040976873,0.39425033,0.000018206578,0.000014546868,0.0000037669358,0.00036709453,0.000048704933,0.059441],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980122,0.00011342309,0.00035111042,0.0005958812,0.0005667382,0.0003606855],"domain_scores_gemma":[0.9981002,0.00008961249,0.00082529435,0.0003817788,0.00046334675,0.00013976656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034144358,0.00036449044,0.0006013295,0.00019307264,0.00021255595,0.00006551489,0.00032547142,0.00026487286,0.0004935572],"category_scores_gemma":[0.00003176987,0.00037106348,0.000053980595,0.00013292691,0.00015926315,0.00075330137,0.00012450098,0.00020528088,0.000047417197],"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":[0.0006173612,0.00018731316,0.00013476607,0.0018892336,0.00005010357,0.000017319242,0.03977114,0.008733184,0.94824934,0.00007291675,0.00016553143,0.00011181891],"study_design_scores_gemma":[0.0014082758,0.00017268003,0.00029754464,0.00034593637,0.0001838942,0.0000020698417,0.041010387,0.0076810103,0.94821423,0.00007862644,0.000080590406,0.00052476436],"about_ca_topic_score_codex":0.0019073079,"about_ca_topic_score_gemma":0.0017438809,"teacher_disagreement_score":0.4500953,"about_ca_system_score_codex":0.00012839751,"about_ca_system_score_gemma":0.0004949592,"threshold_uncertainty_score":0.9998741},"labels":[],"label_agreement":null},{"id":"W2288546056","doi":"","title":"Culture and Creativity: Understanding the Role of Uncertainty Avoidance and Multicultural Experience","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Creativity in Education and Neuroscience","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":"Creativity; Multiculturalism; Psychology; Uncertainty avoidance; Social psychology; Political science; Pedagogy; Individualism","score_opus":0.03147272216798261,"score_gpt":0.29207380842752956,"score_spread":0.2606010862595469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288546056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962613,0.00051472895,0.0000040268246,0.0003909275,0.00024334733,0.00020589723,0.000032089727,0.000015527336,0.0023321563],"genre_scores_gemma":[0.8587363,0.00013319112,0.00005853095,0.000010827531,0.000012730597,8.4020354e-7,0.000026715863,0.0000060621974,0.14101484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991412,0.0001121451,0.00007801924,0.00031453912,0.0001983603,0.00015570031],"domain_scores_gemma":[0.9992637,0.00009377667,0.00023610627,0.00021197366,0.00011436024,0.00008006725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001317375,0.00015607245,0.000251052,0.0000740129,0.00023955783,0.00002153806,0.00020993671,0.00014597822,0.000068574365],"category_scores_gemma":[0.000044437762,0.00012430265,0.000043637236,0.00016090673,0.0005988247,0.00015493123,0.000046879388,0.00018913978,0.000002692927],"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":[0.00014903388,0.000064281834,0.0029424038,0.000046250367,0.000027197933,0.0000030194537,0.9810991,0.0000050312583,0.011907196,0.0021132727,0.00054349203,0.0010996787],"study_design_scores_gemma":[0.00031948107,0.0000886675,0.013765348,0.00007736516,0.000053201158,0.0000076024908,0.9833225,0.00010814714,0.00059669727,0.00044834998,0.001070438,0.00014219787],"about_ca_topic_score_codex":0.010275307,"about_ca_topic_score_gemma":0.011391584,"teacher_disagreement_score":0.13868268,"about_ca_system_score_codex":0.000054780125,"about_ca_system_score_gemma":0.00003920745,"threshold_uncertainty_score":0.99631536},"labels":[],"label_agreement":null},{"id":"W2288816359","doi":"","title":"The effect of positively autocorrelated thermal variance on the reproduction and individual growth of nematode Caenorhabditis elegans","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; University of Waterloo","keywords":"Reproduction; Nematode; Caenorhabditis elegans; Biology; Variance (accounting); Caenorhabditis; Zoology; Ecology; Genetics; Gene; Business","score_opus":0.006006968149048715,"score_gpt":0.1924984537161744,"score_spread":0.1864914855671257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288816359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99841243,0.00039285026,0.000016913074,0.00035711983,0.00019466193,0.00041761823,0.00005374199,0.0000066789094,0.00014797803],"genre_scores_gemma":[0.98641396,0.00022087013,0.00006231587,0.0000067427027,0.00004549441,0.0000011555668,0.0003047864,0.000020822315,0.012923875],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998923,0.00021764937,0.00013829226,0.00032418457,0.00024032382,0.00015657136],"domain_scores_gemma":[0.99889135,0.00004672962,0.0003816669,0.00039331117,0.000246456,0.00004046805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004677807,0.00019290541,0.0002718042,0.000052901254,0.00017969165,0.0000119343495,0.0003409329,0.00026622607,0.0000062608738],"category_scores_gemma":[0.000077438075,0.00014473057,0.00009872218,0.00007918603,0.00024357984,0.0000072095413,0.00007455347,0.00018289247,0.0000015550866],"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":[0.0028693834,0.00015692509,0.0064873924,0.0007462558,0.001461265,0.000013139959,0.11023908,0.00047119407,0.86895376,0.00051046704,0.0041076513,0.00398351],"study_design_scores_gemma":[0.0013436814,0.002971636,0.0791403,0.0002169792,0.0006663225,0.000013124819,0.018228242,0.0000962172,0.89657533,0.00017453716,0.0001864271,0.00038720964],"about_ca_topic_score_codex":0.004654576,"about_ca_topic_score_gemma":0.002458654,"teacher_disagreement_score":0.09201083,"about_ca_system_score_codex":0.000011894091,"about_ca_system_score_gemma":0.00007064979,"threshold_uncertainty_score":0.70363575},"labels":[],"label_agreement":null},{"id":"W2290269003","doi":"","title":"Domestic Terrorism in the Canadian News Media: a Framing Analysis of Canadian-Connected Terrorism in 2013 Newspaper Articles","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Terrorism, Counterterrorism, and Political Violence","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":"Terrorism; Newspaper; Framing (construction); Media studies; Political science; News media; Advertising; Criminology; History; Sociology; Law; Business","score_opus":0.01563209465846486,"score_gpt":0.24461084766390792,"score_spread":0.22897875300544307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290269003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866167,0.00017277517,0.000002388398,0.010656369,0.00048357187,0.00041422277,0.00017519236,0.000018358794,0.0014604379],"genre_scores_gemma":[0.98750156,0.00038607192,0.000031605647,0.00014928814,0.00008266338,0.000003180358,0.00017446163,0.000020273426,0.01165087],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968738,0.0005161708,0.0004029833,0.00050656043,0.00065344933,0.0010470479],"domain_scores_gemma":[0.9980247,0.00040516385,0.0002997469,0.00049443345,0.00021758578,0.0005583845],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007303112,0.00032637434,0.0008006122,0.0045073903,0.0004279792,0.00005331093,0.0011447485,0.00073161477,0.0006421648],"category_scores_gemma":[0.00022953245,0.0002950925,0.00028498282,0.0029455095,0.00042684816,0.00037183272,0.00002711183,0.00051748374,0.000040385894],"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":[0.00003315894,0.000043053824,0.01647495,0.00003982477,0.00015799093,0.00018430491,0.97929233,0.000010198802,0.00008467979,0.00021836648,0.000589344,0.0028718202],"study_design_scores_gemma":[0.0003793896,0.00003376357,0.19312577,0.0002930305,0.00043390563,5.8267085e-7,0.80366135,0.0000769522,0.0000113036485,0.00040959945,0.0012478993,0.0003264311],"about_ca_topic_score_codex":0.99964666,"about_ca_topic_score_gemma":0.9999932,"teacher_disagreement_score":0.17665082,"about_ca_system_score_codex":0.0007817674,"about_ca_system_score_gemma":0.0017032501,"threshold_uncertainty_score":0.9999501},"labels":[],"label_agreement":null},{"id":"W2290496639","doi":"","title":"A Statistical Analysis of the Aggregation of Crowdsourced Labels","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mobile Crowdsensing and Crowdsourcing","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":"University of Waterloo","keywords":"Crowdsourcing; Computer science; Focus (optics); Quality (philosophy); Task (project management); Property (philosophy); Measure (data warehouse); Machine learning; Artificial intelligence; Data mining; Data science; Engineering; World Wide Web","score_opus":0.010432632026400877,"score_gpt":0.21473483514947497,"score_spread":0.2043022031230741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290496639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99573296,0.000061669365,0.0033434168,0.00013282495,0.00018104479,0.00014212195,0.00005759913,0.000026901482,0.00032144843],"genre_scores_gemma":[0.95195055,0.000010874836,0.0061465804,0.0000057197167,0.000009341578,1.6333126e-7,0.00013296197,0.00001075815,0.04173305],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99854684,0.00015356723,0.0002309349,0.00032393276,0.0005660812,0.00017863266],"domain_scores_gemma":[0.9978106,0.000097928336,0.0007084372,0.0007495895,0.0005606903,0.00007274401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033604153,0.00016847695,0.00059438153,0.00045589294,0.000108465014,0.000020245474,0.0008877806,0.000196034,0.000031915257],"category_scores_gemma":[0.000066318134,0.00015618457,0.0002806792,0.0012139421,0.00015177704,0.00013961198,0.00014137606,0.000169886,0.0000031436705],"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":[0.00045279774,0.00056532596,0.012043596,0.0016202524,0.005488135,0.000051127074,0.8278045,0.013268293,0.055140328,0.01720358,0.0052838866,0.061078157],"study_design_scores_gemma":[0.0045385784,0.0009953388,0.35980812,0.0028144175,0.015516204,0.000012220383,0.290184,0.21651264,0.10073589,0.0055139316,0.0009559419,0.002412729],"about_ca_topic_score_codex":0.015895225,"about_ca_topic_score_gemma":0.014514335,"teacher_disagreement_score":0.53762054,"about_ca_system_score_codex":0.000054355467,"about_ca_system_score_gemma":0.00018328869,"threshold_uncertainty_score":0.990658},"labels":[],"label_agreement":null},{"id":"W2293011210","doi":"","title":"An Improved Framework for Watershed Discretization and Model Calibration: Application to the Great Lakes Basin","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrology and Watershed Management Studies","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":"Calibration; Watershed; Hydrograph; Structural basin; Range (aeronautics); Computer science; Hydrological modelling; Environmental science; Hydrology (agriculture); Remote sensing; Geology; Drainage basin; Statistics; Mathematics; Geography; Machine learning; Engineering; Cartography; Geomorphology","score_opus":0.008592029679312545,"score_gpt":0.21669897935877475,"score_spread":0.2081069496794622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293011210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9316313,0.000015655107,0.05693788,0.009629901,0.00009928774,0.0013572738,0.00005968636,0.0000552918,0.00021368853],"genre_scores_gemma":[0.7943163,0.00008263289,0.02367562,0.00038021733,0.000083030594,0.000038200094,0.002550877,0.000049705362,0.1788234],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916077,0.00004323987,0.00008959157,0.00038130555,0.00014685858,0.00017826332],"domain_scores_gemma":[0.99948275,0.000019207448,0.000114290604,0.00027671413,0.000028552025,0.00007849817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019673216,0.00016783795,0.00019855885,0.00005421177,0.00037576206,0.000023575109,0.00027920693,0.00018828776,0.000043572345],"category_scores_gemma":[0.000011911786,0.00014005916,0.000042594,0.000106236825,0.00011383674,0.00029692904,0.00008971641,0.000088689885,0.000015221198],"study_design_candidate":"simulation_or_modeling","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":[0.003028801,0.00029728803,0.011519773,0.00054417836,0.0004051396,0.000004355081,0.78433454,0.12457363,0.013801527,0.004740661,0.03785254,0.018897573],"study_design_scores_gemma":[0.0012204616,0.000705533,0.009910795,0.000078970545,0.00069624983,8.2493904e-7,0.10865852,0.836777,0.0014690406,0.03390908,0.0056213574,0.00095219497],"about_ca_topic_score_codex":0.004283613,"about_ca_topic_score_gemma":0.031977475,"teacher_disagreement_score":0.7122033,"about_ca_system_score_codex":0.000051638235,"about_ca_system_score_gemma":0.000008000123,"threshold_uncertainty_score":0.9856864},"labels":[],"label_agreement":null},{"id":"W2293553960","doi":"","title":"Fighting Fire with Fire: Investigating Prescribed Burns for Fuel and Fire Management in Northeast Quetico Provincial Park, Ontario","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Prescribed burn; Wildfire suppression; Fire protection; Firefighting; Geography; Forestry; Fire safety; Engineering; Civil engineering; Cartography","score_opus":0.006939535252239578,"score_gpt":0.1868710401982007,"score_spread":0.1799315049459611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293553960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969547,0.000051805757,0.000006841566,0.00014744695,0.00011747659,0.0016812042,0.00002906302,0.000038433467,0.00097303226],"genre_scores_gemma":[0.86105555,0.000021089305,0.0041855765,0.000020207839,0.00002906937,0.000010341183,0.00032399292,0.00004630199,0.13430788],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99822414,0.00005684906,0.00021550583,0.0006313574,0.00041433878,0.0004578044],"domain_scores_gemma":[0.99913585,0.00006403794,0.0003637271,0.0002653793,0.000024973153,0.00014602905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000329308,0.00033848055,0.0004313767,0.000085421125,0.00024178353,0.00003704647,0.0003251265,0.00024983744,0.00012531226],"category_scores_gemma":[0.00001568331,0.0003597408,0.000077676006,0.00020435416,0.00016784082,0.00032996546,0.0001371864,0.00029334554,0.00001552276],"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":[0.0014516747,0.000412364,0.4044146,0.0071687307,0.0003233572,0.00043863966,0.5043672,0.0008114579,0.00087417895,0.00003863093,0.0017342253,0.077965006],"study_design_scores_gemma":[0.005126948,0.0011351316,0.8268462,0.0034691966,0.00051537,0.000017137652,0.12450332,0.033204604,0.00035823806,0.00011702211,0.0029326,0.0017742765],"about_ca_topic_score_codex":0.6300303,"about_ca_topic_score_gemma":0.96543115,"teacher_disagreement_score":0.42243156,"about_ca_system_score_codex":0.0005498906,"about_ca_system_score_gemma":0.000053031497,"threshold_uncertainty_score":0.99988544},"labels":[],"label_agreement":null},{"id":"W2293581401","doi":"","title":"North End Narratives: Grid-Group Analysis for Environmental Justice in Hamilton, Ontario","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Narrative; Environmental justice; Grid; Group (periodic table); Geography; Political science; Engineering; Law; Art; Literature; Geodesy; Physics","score_opus":0.014024636119631997,"score_gpt":0.2356383365080895,"score_spread":0.22161370038845749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293581401","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":[0.995166,0.00022091088,0.000024990193,0.00034421816,0.0003730437,0.0005266412,0.00031496538,0.000017166636,0.0030120339],"genre_scores_gemma":[0.26212025,0.0029403428,0.00087554124,0.000066093584,0.00015949486,0.0000059065364,0.0023373202,0.00002428031,0.73147076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99841243,0.000113724665,0.00019352752,0.00042918627,0.0004032708,0.00044784034],"domain_scores_gemma":[0.99922436,0.00011559233,0.000294336,0.00019203754,0.000020249785,0.00015340345],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024004877,0.00022126616,0.0004923795,0.0003674087,0.00073996576,0.000019271574,0.00036080193,0.00030840846,0.0013375718],"category_scores_gemma":[0.000008261711,0.00025022766,0.00025839385,0.0001975659,0.0003395291,0.0003672977,0.000029457187,0.00020618112,0.000035023135],"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":[0.0002819274,0.00016944674,0.102624,0.00048308322,0.00027185006,0.000013600561,0.89479786,0.000021406911,0.00011548002,0.0003311178,0.00037695974,0.0005132418],"study_design_scores_gemma":[0.00046688417,0.000078816454,0.31903622,0.00010889368,0.0008944164,5.4991773e-8,0.6713887,0.0000026264413,0.000013250771,0.000037712587,0.0077365893,0.00023586061],"about_ca_topic_score_codex":0.4430683,"about_ca_topic_score_gemma":0.9980778,"teacher_disagreement_score":0.73304576,"about_ca_system_score_codex":0.0009196088,"about_ca_system_score_gemma":0.00017671661,"threshold_uncertainty_score":0.999995},"labels":[],"label_agreement":null},{"id":"W2294335762","doi":"","title":"Effects of Curing Agents and Drilling Methods on CAF Formation in Halogen-Free Laminates","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Curing (chemistry); Halogen; Drilling; Materials science; Composite material; Chemistry; Metallurgy; Organic chemistry","score_opus":0.00943551467235535,"score_gpt":0.23312089582598602,"score_spread":0.22368538115363068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294335762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978189,0.00006616383,0.00017219548,0.000031662763,0.000078402096,0.0002817626,0.0000022464817,0.000026358608,0.0015223033],"genre_scores_gemma":[0.96282196,0.0003864448,0.0115274945,0.0000052813402,0.0000073311558,9.658871e-7,0.000054172568,0.000014870395,0.025181497],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992754,0.00009446873,0.00010989582,0.00018682197,0.00017206772,0.00016135782],"domain_scores_gemma":[0.9995011,0.000064614964,0.00021500699,0.00017627038,0.0000074927634,0.000035518882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002816551,0.00013753427,0.0002373308,0.00020060256,0.00006251601,0.0000065289187,0.00023335098,0.00013889892,0.00003198784],"category_scores_gemma":[0.000020948106,0.00015185724,0.000052495892,0.00011697493,0.000052139192,0.00025253627,0.00013736951,0.00011683541,0.0000068737563],"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":[0.00044324543,0.0006183153,0.051787935,0.007201154,0.00018354972,0.00007183099,0.3362007,0.001096186,0.24530552,0.00040721742,0.0018997192,0.3547846],"study_design_scores_gemma":[0.0011426861,0.00028031363,0.63758427,0.0014873021,0.00023128635,0.0000012702218,0.031585947,0.0019191351,0.3237185,0.0010829024,0.00042713733,0.0005392458],"about_ca_topic_score_codex":0.011281087,"about_ca_topic_score_gemma":0.0055787694,"teacher_disagreement_score":0.58579636,"about_ca_system_score_codex":0.000073689494,"about_ca_system_score_gemma":0.0000014191977,"threshold_uncertainty_score":0.99530286},"labels":[],"label_agreement":null},{"id":"W2294661396","doi":"","title":"Low Vision Service Provision by Optometrist: A Nationwide Survey","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ophthalmology and Visual Health 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":"Low vision; Optometry; Service (business); Medicine; Business; Marketing","score_opus":0.03509721731858361,"score_gpt":0.3729968065825272,"score_spread":0.3378995892639436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294661396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967692,0.00015043518,0.000011283908,0.0013036858,0.00024367718,0.0007053815,0.000099047524,0.000045896362,0.00067141757],"genre_scores_gemma":[0.5410275,0.00017453235,0.00021964482,0.00007079573,0.000036767156,7.83584e-7,0.0064602992,0.000034515102,0.45197517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979094,0.00031990808,0.00020775573,0.0005059252,0.00067148014,0.00038550206],"domain_scores_gemma":[0.9977309,0.00024508827,0.00029042424,0.00039304458,0.001064677,0.0002758583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009983438,0.00024781283,0.00063953665,0.0007202772,0.00027154066,0.000013374587,0.0003012353,0.000742289,0.00051688484],"category_scores_gemma":[0.00017434625,0.0002629465,0.00012307602,0.0008351834,0.00007343066,0.0001506883,0.00007074914,0.000632301,0.00032198674],"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":[0.06316014,0.010416303,0.2790195,0.079251476,0.0017393654,0.0009205707,0.15351252,0.000022300432,0.061515577,0.00016394081,0.23366815,0.11661015],"study_design_scores_gemma":[0.0056808107,0.0049085184,0.9474206,0.0025261685,0.00028543794,0.0000322299,0.023120211,0.00120684,0.010548047,0.00003556525,0.0035029082,0.0007326562],"about_ca_topic_score_codex":0.061971653,"about_ca_topic_score_gemma":0.023899103,"teacher_disagreement_score":0.6684011,"about_ca_system_score_codex":0.00011896954,"about_ca_system_score_gemma":0.0003235442,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W2294933986","doi":"","title":"Young Adult Experiences with a Mobile Smoking Cessation Application: A Qualitative Evaluation of Crush the Crave","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Smoking cessation; Medicine; Qualitative research; Psychology; Sociology","score_opus":0.037049282925738544,"score_gpt":0.38149796570908273,"score_spread":0.3444486827833442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294933986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880452,0.00029867614,0.00040385063,0.0010921337,0.00029549052,0.0066113505,0.00011161978,0.000053876352,0.0030877606],"genre_scores_gemma":[0.9593602,0.0003491305,0.00042902093,0.00006204584,0.000118894044,0.0029463274,0.00068178965,0.00003568241,0.036016937],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99639195,0.0010975434,0.00054300134,0.00050548377,0.0010327921,0.00042924847],"domain_scores_gemma":[0.99387914,0.0005018725,0.0019927514,0.0006411178,0.0028339066,0.00015122727],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019022957,0.0002572673,0.00049516605,0.00023816834,0.0013660819,0.000005567003,0.00045858027,0.00041563422,0.00064034906],"category_scores_gemma":[0.000094615025,0.00018860021,0.00009974207,0.00044491343,0.00024618988,0.00021546113,0.000042506214,0.00044538552,0.000043751348],"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":[0.00039243186,0.0000669973,0.0013887512,0.00096349325,0.00006932329,2.879359e-7,0.98071736,0.000013447017,0.00024070551,0.0016216928,0.00089321245,0.013632283],"study_design_scores_gemma":[0.0014455786,0.00017415249,0.0053872457,0.0008379914,0.0002863432,5.097161e-7,0.98991555,0.00025890104,0.00022736362,0.00047166008,0.00079816853,0.00019656392],"about_ca_topic_score_codex":0.046654586,"about_ca_topic_score_gemma":0.10034804,"teacher_disagreement_score":0.053693455,"about_ca_system_score_codex":0.0003264416,"about_ca_system_score_gemma":0.0014690866,"threshold_uncertainty_score":0.999934},"labels":[],"label_agreement":null},{"id":"W2295490071","doi":"","title":"Characterization of Space Conditioning Loads for Energy Efficient Houses in Canada","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort 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":"University of Waterloo","keywords":"Conditioning; Space (punctuation); Energy (signal processing); Architectural engineering; Characterization (materials science); Engineering; Computer science; Physics; Mathematics; Statistics","score_opus":0.005194744864926096,"score_gpt":0.16022273848489066,"score_spread":0.15502799361996455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295490071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792105,0.000049281018,0.0013198436,0.000022618795,0.00035640312,0.00009671122,0.00009237135,0.000034473942,0.00010723039],"genre_scores_gemma":[0.98512113,0.000071630915,0.0005020023,0.0000029585412,0.000016253194,0.0000014309518,0.002603049,0.00002999056,0.01165156],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945974,0.000012096456,0.000117803276,0.00012763827,0.00014697238,0.00013571828],"domain_scores_gemma":[0.99957395,0.000015513351,0.00013300224,0.00011049663,0.00012926321,0.000037762125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004421744,0.0001297434,0.00025474973,0.00019365072,0.00003556666,0.000004479297,0.00012162013,0.00013164553,0.000019665815],"category_scores_gemma":[0.000004232256,0.0001736756,0.000042347172,0.00015975432,0.000012991556,0.00007279686,0.000009454231,0.00006393312,1.4922253e-7],"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":[0.00007023672,0.000017903838,0.00014025944,0.0003099613,0.000048362388,0.0000032003861,0.0061898716,0.9763699,0.015445883,0.000440205,0.0003770773,0.00058710057],"study_design_scores_gemma":[0.0025880912,0.00015073734,0.006636149,0.0012487762,0.0002560404,0.0000022339577,0.05302951,0.7808237,0.15207107,0.00017509918,0.0018437125,0.0011748846],"about_ca_topic_score_codex":0.75342476,"about_ca_topic_score_gemma":0.96147126,"teacher_disagreement_score":0.20804648,"about_ca_system_score_codex":0.00027294678,"about_ca_system_score_gemma":0.00026969303,"threshold_uncertainty_score":0.7082285},"labels":[],"label_agreement":null},{"id":"W2295529758","doi":"","title":"Water, Governance and Sustainability: A Case Study of Water Allocation in Whiteman's Creek, Ontario","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water resources management and optimization","field":"Engineering","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":"Sustainability; Corporate governance; Water resource management; Political science; Environmental science; Environmental planning; Hydrology (agriculture); Economics; Engineering; Management; Ecology; Biology; Geotechnical engineering","score_opus":0.0072258250802135805,"score_gpt":0.1708898463938708,"score_spread":0.16366402131365723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295529758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987349,0.000033568973,0.000015570498,0.000019370047,0.00009152601,0.0007281495,0.0000029438752,0.00004354378,0.00033044425],"genre_scores_gemma":[0.8786222,0.00003232667,0.0000795036,6.8727405e-7,0.0000058353144,0.0000019053296,0.00015661964,0.000025019912,0.121075906],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990594,0.00004156217,0.00020462404,0.00028383124,0.00016793751,0.00024263712],"domain_scores_gemma":[0.99947035,0.000005653814,0.00008208571,0.00027344588,0.00012611807,0.000042354277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014377442,0.00021502368,0.00037666663,0.00023613224,0.00006461318,0.000021549746,0.00017717003,0.0001644339,0.00011770693],"category_scores_gemma":[0.0000020170285,0.00021190781,0.000050114228,0.00008786304,0.00003363375,0.00029737758,0.00007869485,0.00017565723,0.0000029796963],"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":[0.00018043994,0.0002880857,0.020100871,0.0019153521,0.00017050384,0.0006219436,0.963253,0.012157835,0.00024428984,0.00000941728,0.00005675394,0.001001466],"study_design_scores_gemma":[0.0034650187,0.0006373854,0.03282377,0.0002900219,0.000530877,0.000020914875,0.95238286,0.0053048376,0.0029899045,0.00016743856,0.0005089582,0.00087798265],"about_ca_topic_score_codex":0.7431008,"about_ca_topic_score_gemma":0.96705973,"teacher_disagreement_score":0.22395892,"about_ca_system_score_codex":0.00019589813,"about_ca_system_score_gemma":0.000014007133,"threshold_uncertainty_score":0.864135},"labels":[],"label_agreement":null},{"id":"W2295917830","doi":"","title":"An evaluation of the potential effectiveness of tobacco-related health messages among Inuit in Nunavut, Canada: What types of messages work best at promoting smoking cessation among Inuit smokers?","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Smoking cessation; Work (physics); Tobacco use; Environmental health; Medicine; Geography; Engineering; Population","score_opus":0.012235775473223048,"score_gpt":0.24494021572986194,"score_spread":0.2327044402566389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295917830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758035,0.00025575593,9.3203596e-7,0.00008029005,0.00040925742,0.0016020875,0.000032845808,0.000015244458,0.000023209648],"genre_scores_gemma":[0.99751127,0.0000989547,0.000013729845,0.0000019849472,0.000013093519,0.000005250627,0.0006302628,0.00003438614,0.0016910477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966,0.0008301292,0.0004998661,0.0004072435,0.001403864,0.00025893966],"domain_scores_gemma":[0.99675393,0.00008731292,0.0017031761,0.0004448189,0.0009268939,0.000083874074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017479397,0.00028278396,0.0008326087,0.00042590775,0.00015275824,0.000018912935,0.00032396728,0.00044177828,0.00016573489],"category_scores_gemma":[0.000069935224,0.00027321323,0.00016002293,0.00067512225,0.00019106461,0.0006485768,0.00006705448,0.00037771033,1.9259213e-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":[0.00030415514,0.00021768478,0.8746346,0.0017033425,0.00021238475,0.000004148692,0.10612592,0.0017655939,0.0068086307,0.0000055155624,0.000010576743,0.008207404],"study_design_scores_gemma":[0.0015011176,0.00017085858,0.8644682,0.0071768803,0.00093717105,9.760248e-7,0.10466079,0.00033863637,0.020550672,0.000022812173,1.3004738e-7,0.0001717696],"about_ca_topic_score_codex":0.81187075,"about_ca_topic_score_gemma":0.8979553,"teacher_disagreement_score":0.086084545,"about_ca_system_score_codex":0.0013881157,"about_ca_system_score_gemma":0.0012219915,"threshold_uncertainty_score":0.999972},"labels":[],"label_agreement":null},{"id":"W2296480936","doi":"","title":"A Numerical Interpretation Model for the Dipole Flow and Reactive Tracer Test","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"TRACER; Interpretation (philosophy); Test (biology); Flow (mathematics); Mechanics; Computer science; Geology; Physics; Nuclear physics; Programming language","score_opus":0.006463285887169243,"score_gpt":0.19538417744529485,"score_spread":0.1889208915581256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296480936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91128886,0.0004262885,0.08484984,0.00026206355,0.0005129804,0.0008245045,0.00011174662,0.0003965878,0.0013271556],"genre_scores_gemma":[0.9289444,0.00012743837,0.010463364,0.0000092425935,0.000049548154,0.000002076694,0.00015270803,0.00010827597,0.060142916],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994459,0.0000058477003,0.00008380891,0.00016566848,0.00011525133,0.0001835181],"domain_scores_gemma":[0.99951464,0.00014500783,0.000053383526,0.0001718724,0.00006206535,0.000053034808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008165135,0.00018608967,0.00022652843,0.00011541855,0.00007724328,0.000015736425,0.00017264957,0.00020539128,0.00001504262],"category_scores_gemma":[0.000018971812,0.00019141886,0.00009362445,0.00008210305,0.000034355762,0.0001387431,0.000014201359,0.00023401839,0.000011365439],"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":[0.0003314919,0.000058341226,0.00001843894,0.00070333364,0.00033582747,0.0000071506092,0.19016056,0.7687918,0.013217478,0.00007391796,0.0018230831,0.024478551],"study_design_scores_gemma":[0.0002590145,0.000043925796,0.00068787334,0.0000789408,0.00013963571,0.000001588094,0.010971445,0.9863797,0.00086071406,0.00004456732,0.00033283394,0.00019978841],"about_ca_topic_score_codex":0.0005576346,"about_ca_topic_score_gemma":0.0019833038,"teacher_disagreement_score":0.21758784,"about_ca_system_score_codex":0.00007743623,"about_ca_system_score_gemma":0.000013163907,"threshold_uncertainty_score":0.78058344},"labels":[],"label_agreement":null},{"id":"W2296708642","doi":"","title":"Innovative Opportunistic Scheduling Algorithms for Networks with Packet-Level Dynamics","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Wireless Network 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":"University of Waterloo","keywords":"Computer science; Network packet; Computer network; Distributed computing; Scheduling (production processes); Mathematical optimization; Mathematics","score_opus":0.017018546268858657,"score_gpt":0.22507698841615148,"score_spread":0.20805844214729283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296708642","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":[0.08644263,0.000095642805,0.9116357,0.000025375095,0.00044479492,0.0005809817,0.00019053854,0.0002351356,0.0003492339],"genre_scores_gemma":[0.10325697,0.0008218595,0.73453456,0.00001915369,0.00030433628,0.0000073268516,0.029093364,0.0004254245,0.13153698],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880874,0.000012637182,0.00019822796,0.0003365894,0.00021730557,0.00042649393],"domain_scores_gemma":[0.9987233,0.00007788297,0.00026369723,0.00025169845,0.0005839821,0.00009941255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012614355,0.00037372397,0.0004912999,0.00033934732,0.00017080417,0.000018426948,0.00025588062,0.00045229174,0.000020286145],"category_scores_gemma":[0.000010285196,0.00045462715,0.000079563964,0.00063874584,0.0000778124,0.00024181585,0.000022271619,0.00038343077,0.0000024744334],"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":[0.00025435354,0.000023579292,0.00006053731,0.0004112826,0.0002490436,0.000027848742,0.0056840875,0.965283,0.0000498063,0.0006533425,0.0001821595,0.027120972],"study_design_scores_gemma":[0.00076463306,0.000108532,0.00027047592,0.0004160296,0.00013839353,0.0000023619145,0.041878827,0.9556713,0.00010106946,0.000049435035,0.00006640899,0.00053252117],"about_ca_topic_score_codex":0.0004351355,"about_ca_topic_score_gemma":0.017290259,"teacher_disagreement_score":0.17710108,"about_ca_system_score_codex":0.00028319552,"about_ca_system_score_gemma":0.000070686045,"threshold_uncertainty_score":0.99979055},"labels":[],"label_agreement":null},{"id":"W2296912009","doi":"","title":"Nanotechnology Applied in the Design of the Next Generation of Canadian Concrete Pavement Surfaces","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Innovative concrete reinforcement materials","field":"Engineering","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":"Engineering; Civil engineering; Nanotechnology; Construction engineering; Materials science","score_opus":0.02947512115602124,"score_gpt":0.1857232824855074,"score_spread":0.15624816132948616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296912009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99834275,0.000034970602,0.000110315865,0.00012099664,0.00023048212,0.00061160274,0.000027276486,0.000015088926,0.00050651236],"genre_scores_gemma":[0.99682546,0.00009396943,0.00044947068,0.000011788757,0.000011524053,0.0000017921209,0.0001675997,0.000015942307,0.0024224608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920696,0.000082180646,0.00021590786,0.00012489258,0.00018443304,0.00018563974],"domain_scores_gemma":[0.99929106,0.00003461761,0.00024244354,0.00030198015,0.00011348819,0.000016421522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036619842,0.00016429149,0.00034526954,0.00047785207,0.00006000187,0.000008295993,0.00049207377,0.00026094797,0.000072844465],"category_scores_gemma":[0.000010423206,0.00013725541,0.000049925762,0.00041653198,0.000090612644,0.000059440325,0.000022541619,0.00013689446,0.0000038166786],"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":[0.000020857842,0.000001105947,0.000026517862,0.00030397528,0.00007841081,0.0000011319738,0.02556443,0.0110275075,0.95935,0.0029869496,0.00046558035,0.0001735579],"study_design_scores_gemma":[0.00058689225,0.000088491564,0.0005641913,0.00017954342,0.00009336419,3.9857656e-7,0.047835585,0.0084790485,0.9410762,0.000046956502,0.00077776384,0.00027152136],"about_ca_topic_score_codex":0.14506187,"about_ca_topic_score_gemma":0.21158786,"teacher_disagreement_score":0.066525996,"about_ca_system_score_codex":0.00008714798,"about_ca_system_score_gemma":0.000084645886,"threshold_uncertainty_score":0.8606312},"labels":[],"label_agreement":null},{"id":"W2297139000","doi":"","title":"Thermoplastic Composites for Polymer Electrolyte Membrane Fuel Cell Bipolar Plates","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fuel Cells and Related Materials","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":"University of Waterloo","keywords":"Composite material; Materials science; Electrolyte; Fuel cells; Proton exchange membrane fuel cell; Thermoplastic composites; Polymer; Thermoplastic polymer; Thermoplastic; Membrane; Chemical engineering; Electrode; Engineering; Chemistry","score_opus":0.004134907454704234,"score_gpt":0.1734995826678106,"score_spread":0.16936467521310636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297139000","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":[0.9758336,0.018562527,0.000029553967,0.000027974806,0.0009705375,0.00042096112,0.00014124865,0.00023471983,0.0037788772],"genre_scores_gemma":[0.428431,0.014673908,0.0020228364,0.000014917858,0.00021670782,0.0000021485544,0.0032761593,0.0002961529,0.55106616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897283,0.000015705966,0.00017149303,0.00025937567,0.00016595802,0.00041465796],"domain_scores_gemma":[0.99941087,0.00008510394,0.00013158262,0.00019705248,0.00008020158,0.00009516871],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008983377,0.00034213625,0.0005059639,0.00031194484,0.00011704509,0.000024735336,0.00027874275,0.0005691252,0.00028757815],"category_scores_gemma":[0.000001924642,0.00037075643,0.00020740589,0.00012971135,0.000041257765,0.00010762227,0.000016973901,0.00023581987,0.00006729939],"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":[0.00042508176,0.00005393739,0.000009065222,0.007900786,0.0003395347,0.000025332363,0.014309087,0.002671472,0.97327834,0.000020853044,0.0007809,0.00018559674],"study_design_scores_gemma":[0.0014052851,0.00022130717,0.00008605003,0.0002710253,0.00059644645,0.0000042168417,0.008643422,0.0042757248,0.97916627,0.000053512325,0.0045410926,0.0007356546],"about_ca_topic_score_codex":0.0019229209,"about_ca_topic_score_gemma":0.0022171356,"teacher_disagreement_score":0.5474026,"about_ca_system_score_codex":0.000049698414,"about_ca_system_score_gemma":0.000025763386,"threshold_uncertainty_score":0.9998744},"labels":[],"label_agreement":null},{"id":"W2297173533","doi":"","title":"Quaternary Stratigraphy and Glacial Dynamics from a Core Region of the Laurentide Ice Sheet, Aberdeen Lake, Kivalliq, Nunavut","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryospheric studies and observations","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":"Ice sheet; Geology; Glacial period; Quaternary; Stratigraphy; Wisconsin glaciation; Paleontology; Ice core; Paleoclimatology; Physical geography; Geomorphology; Climatology; Oceanography; Ice stream; Geography; Cryosphere; Sea ice; Climate change; Tectonics","score_opus":0.017239288135334523,"score_gpt":0.19464808867635205,"score_spread":0.17740880054101754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297173533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969048,0.000629406,0.0000044993085,0.0003744664,0.0004139433,0.00019799429,0.0006742547,0.000015857499,0.00078481727],"genre_scores_gemma":[0.9065396,0.0014381183,0.0013292304,0.00004802101,0.00013317047,2.4030444e-7,0.006076124,0.000015436857,0.08442002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991031,0.000042072486,0.00013685414,0.00025585867,0.0003031815,0.00015889439],"domain_scores_gemma":[0.9991781,0.00005498462,0.00031999973,0.00023257533,0.00014281846,0.00007153229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068032336,0.00017834605,0.00032553467,0.000046018456,0.00022019239,0.000016391443,0.00034148307,0.00016600208,0.00023045576],"category_scores_gemma":[0.000010720645,0.00015302835,0.0001321041,0.00021292076,0.00016120981,0.00014502903,0.00002911683,0.00016731588,0.000004284345],"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":[0.00037221957,0.000034173732,0.9373833,0.00016953738,0.00028856247,0.00002588144,0.047128193,0.0002808005,0.00002610697,0.00012858304,0.0066487393,0.00751393],"study_design_scores_gemma":[0.00036963192,0.00008730583,0.91081566,0.00013169656,0.00020132752,0.0000011278975,0.08377524,0.0024354414,0.0000044354983,0.0012341234,0.00076355314,0.00018044059],"about_ca_topic_score_codex":0.27651104,"about_ca_topic_score_gemma":0.96564645,"teacher_disagreement_score":0.6891354,"about_ca_system_score_codex":0.000007645315,"about_ca_system_score_gemma":0.00007232585,"threshold_uncertainty_score":0.7283067},"labels":[],"label_agreement":null},{"id":"W2297431347","doi":"","title":"Standard model physics from abstract mathematical objects","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Noncommutative and Quantum Gravity Theories","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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Institut Périmètre de physique théorique; Industry Canada; Government of Canada; John Templeton Foundation","keywords":"Standard Model (mathematical formulation); Theoretical physics; Physics; Computer science; Statistical physics; Geography; Archaeology","score_opus":0.011780965113925793,"score_gpt":0.22915211340133798,"score_spread":0.2173711482874122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297431347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97512627,0.000020605334,0.0030509029,0.00009423559,0.00010999103,0.00016570489,0.0014819278,0.00003439703,0.019915964],"genre_scores_gemma":[0.7720805,0.000009929256,0.0026214956,0.0000035334801,0.00013696017,6.402968e-7,0.0012357117,0.000039561746,0.22387171],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99900264,0.000033524277,0.00013781237,0.00029801572,0.00027924386,0.00024874444],"domain_scores_gemma":[0.9990114,0.00010023601,0.0002968274,0.00033758275,0.00016184172,0.0000920885],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007820763,0.00028535942,0.0005498585,0.00006087124,0.00020313018,0.000025066864,0.00033108462,0.00013928603,0.0013720893],"category_scores_gemma":[0.000002828736,0.00027072974,0.00027592987,0.00006389038,0.0001326712,0.00024585647,0.00005583311,0.00024555565,0.00020524711],"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":[0.0020565626,0.00083392515,0.0027154023,0.00073216436,0.0022634026,0.000035999947,0.5517528,0.00016901511,0.029681271,0.3564149,0.0051272013,0.048217352],"study_design_scores_gemma":[0.0011575221,0.00008973552,0.00046941248,0.00059248693,0.00032852875,8.8228234e-8,0.19703336,0.00037879797,0.026287965,0.77294075,0.000119665194,0.000601715],"about_ca_topic_score_codex":0.0062855184,"about_ca_topic_score_gemma":0.0010194484,"teacher_disagreement_score":0.4165258,"about_ca_system_score_codex":0.000038278173,"about_ca_system_score_gemma":0.00013706209,"threshold_uncertainty_score":0.9999745},"labels":[],"label_agreement":null},{"id":"W2297874501","doi":"","title":"Fundraising and Theology: How does current Mennonite praxis compare to Paul's collection for Jerusalem?","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Praxis; Theology; Religious studies; Sociology; History; Environmental ethics; Philosophy; Epistemology","score_opus":0.02452100892557697,"score_gpt":0.22922998831285787,"score_spread":0.20470897938728091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297874501","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":[0.9914553,0.0010780975,0.00009964183,0.0025994582,0.001391979,0.00084386795,0.00030692524,0.000066313,0.002158403],"genre_scores_gemma":[0.43729752,0.001619029,0.00059422216,0.000114477516,0.0003130851,0.000009419587,0.0010310757,0.000040564453,0.5589806],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992505,0.00003434582,0.000096116346,0.00028835886,0.00013206388,0.0001986439],"domain_scores_gemma":[0.99925905,0.00006153971,0.00017681038,0.00009899758,0.00033906844,0.000064509084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005966172,0.00018962423,0.0003479258,0.00029514212,0.0008377743,0.00007338432,0.00011652082,0.000081844846,0.00018968956],"category_scores_gemma":[0.000007030146,0.0001661632,0.00011380981,0.0000737089,0.00015003377,0.00020111278,0.000042548094,0.00012742142,0.000006859032],"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":[0.0007589518,0.00010101144,0.0002656683,0.0007287103,0.00027158487,0.0000027564017,0.8946184,0.0000035258938,0.00019074998,0.0071816007,0.07940309,0.016473945],"study_design_scores_gemma":[0.000821756,0.0006245152,0.0022482427,0.00033283958,0.00023897528,0.0000013160025,0.46009767,0.00025664552,0.00009884683,0.00086338125,0.5339466,0.00046923567],"about_ca_topic_score_codex":0.007302039,"about_ca_topic_score_gemma":0.23099935,"teacher_disagreement_score":0.5568222,"about_ca_system_score_codex":0.000052451047,"about_ca_system_score_gemma":0.00002218066,"threshold_uncertainty_score":0.9993084},"labels":[],"label_agreement":null},{"id":"W2298101026","doi":"","title":"Development, Validation, and Application of a Multidimensional Definition of Healthy Aging","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Health disparities and outcomes","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":"Psychology","score_opus":0.02468161432228135,"score_gpt":0.27007151769406623,"score_spread":0.24538990337178487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298101026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813956,0.00014716298,0.00004921575,0.00069643714,0.00008664734,0.00024480163,0.000019446046,0.000013933284,0.0006027814],"genre_scores_gemma":[0.9248172,0.0034281518,0.04394775,0.00008423283,0.000048475216,0.0000021611093,0.0011745376,0.00002251174,0.026474958],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99909776,0.00007338506,0.0001969391,0.00016403565,0.00030641354,0.00016147006],"domain_scores_gemma":[0.9990255,0.000079744575,0.00045455204,0.000085960244,0.00027229125,0.00008191298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002629853,0.00008861223,0.00027357976,0.00017287508,0.00040106778,0.0000027073092,0.000098221324,0.00016754985,0.000039205395],"category_scores_gemma":[0.00002746471,0.00011141468,0.000049206807,0.0001469946,0.00014452198,0.00012870287,0.000018952107,0.00007979909,0.00000290031],"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":[0.0002105755,0.00015999623,0.031166468,0.0028567712,0.00007685268,0.0000019715783,0.9317811,0.0000073395136,0.0011680136,0.02508479,0.00056887005,0.006917218],"study_design_scores_gemma":[0.0011136325,0.00006496234,0.21519475,0.0006146404,0.00008640655,9.3828993e-7,0.77338624,0.000053310487,0.0024438517,0.00052663696,0.0061598504,0.00035477092],"about_ca_topic_score_codex":0.14359026,"about_ca_topic_score_gemma":0.11865032,"teacher_disagreement_score":0.18402828,"about_ca_system_score_codex":0.000057996545,"about_ca_system_score_gemma":0.00046211953,"threshold_uncertainty_score":0.897432},"labels":[],"label_agreement":null},{"id":"W2298179266","doi":"","title":"Akimiski Island, Nunavut, Canada: An Island in Dispute","year":2012,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Arctic and Russian Policy 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":"Archaeology; Geography","score_opus":0.015305493640379178,"score_gpt":0.23057070905199953,"score_spread":0.21526521541162036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298179266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770238,0.00008468604,0.000011687367,0.012716852,0.00014955552,0.000093289615,0.00002723883,0.000015840871,0.009877086],"genre_scores_gemma":[0.90067184,0.00010679152,0.00016632916,0.00007192034,0.00010716503,1.1373182e-7,0.000003251168,0.0000043780096,0.098868236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990805,0.00010550979,0.000058782392,0.00012260833,0.00021667928,0.00041594688],"domain_scores_gemma":[0.99958974,0.000037258895,0.00005630722,0.000120666766,0.000027066222,0.00016894682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022598424,0.00008242944,0.00016711502,0.00006254401,0.00043450858,0.0000067488486,0.00021351481,0.00006375946,0.00022335246],"category_scores_gemma":[0.000018020824,0.000083135965,0.000034638637,0.00015521461,0.00027025188,0.00034056982,0.00007348189,0.00008801579,0.0000142377785],"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":[0.000025148383,0.000065988526,0.325744,0.000013738384,0.000028378874,0.000020043695,0.6462291,0.00000644492,0.000012623993,0.0046438356,0.0226279,0.00058277004],"study_design_scores_gemma":[0.000558585,0.00003635871,0.3502001,0.000025384621,0.000031807245,0.0000013324295,0.58690155,0.000031002826,0.000015648195,0.00028508026,0.061674204,0.00023895563],"about_ca_topic_score_codex":0.9936277,"about_ca_topic_score_gemma":0.9998226,"teacher_disagreement_score":0.08899115,"about_ca_system_score_codex":0.00018036556,"about_ca_system_score_gemma":0.00021285194,"threshold_uncertainty_score":0.33901864},"labels":[],"label_agreement":null},{"id":"W2298301187","doi":"","title":"The House of Ontario: Restoring Meaning and Identity to Queen's Park","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Queen (butterfly); Meaning (existential); Identity (music); Art; Geography; Genealogy; Environmental ethics; Aesthetics; History; Psychology; Ecology; Philosophy; Biology; Psychotherapist","score_opus":0.03810492336629223,"score_gpt":0.20839970676154482,"score_spread":0.17029478339525259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298301187","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":[0.9890691,0.00007199172,5.8350093e-7,0.00022765108,0.00040746282,0.00018181933,0.0000056052145,0.000026693286,0.010009111],"genre_scores_gemma":[0.34738868,0.0000362192,0.00006213031,0.0000036968158,0.00005868767,3.012999e-7,0.000037706446,0.000009378281,0.6524032],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994396,0.000025575582,0.0000886982,0.00012182287,0.00019095294,0.00013338123],"domain_scores_gemma":[0.9995016,0.000022884078,0.0001610269,0.00015061797,0.00012500993,0.000038873386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015431229,0.00010747126,0.00016517744,0.0000718913,0.00044364211,0.00007282517,0.00020334995,0.000050806124,0.00027771687],"category_scores_gemma":[0.0000071079353,0.00009388331,0.000060447444,0.000029438328,0.000055346965,0.0005799668,0.0000826536,0.000106138286,0.000011394592],"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":[0.00012510431,0.000012825099,0.0025818737,0.00018908226,0.00008186386,0.0000016481748,0.95530826,0.000001928454,0.0001507616,0.038231898,0.0022682205,0.0010465356],"study_design_scores_gemma":[0.00027880108,0.00009596201,0.07563819,0.00027822005,0.00027111766,1.10457115e-7,0.7082721,0.0000035748685,0.00010423141,0.00091526454,0.21385437,0.0002880637],"about_ca_topic_score_codex":0.75138324,"about_ca_topic_score_gemma":0.98650354,"teacher_disagreement_score":0.64239407,"about_ca_system_score_codex":0.00006636451,"about_ca_system_score_gemma":0.000017905728,"threshold_uncertainty_score":0.38284504},"labels":[],"label_agreement":null},{"id":"W2298653537","doi":"","title":"Isotope-Inferred Water Balance of Slave River Delta Lakes, NWT, Canada.","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Quality and Resources 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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Indigenous and Northern Affairs Canada; University of Waterloo","keywords":"Delta; River delta; Hydrology (agriculture); Water balance; Stable isotope ratio; Environmental science; Balance (ability); Geography; Geology; Physical geography; Biology; Engineering","score_opus":0.01333447319441886,"score_gpt":0.19701994057992703,"score_spread":0.18368546738550817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298653537","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":[0.9943395,0.00007825026,0.000007279188,0.00041815967,0.0002467161,0.00023299312,0.000121511934,0.000021021668,0.0045345505],"genre_scores_gemma":[0.44498655,0.00010686998,0.00039880007,0.00004224182,0.000026306689,3.561494e-7,0.00053818175,0.00002211941,0.55387855],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982605,0.00006541131,0.00022100206,0.00041028368,0.0005948582,0.00044794008],"domain_scores_gemma":[0.99921805,0.000029942663,0.0002400628,0.00034510103,0.000053151984,0.00011370911],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019617815,0.00028690166,0.0005238944,0.000091268535,0.00024277819,0.0000070953934,0.00054148224,0.00025381395,0.0012255639],"category_scores_gemma":[0.0000072382686,0.00025191245,0.00014609097,0.00014317973,0.00037523804,0.00014314827,0.00022976876,0.0002290074,0.00008874582],"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":[0.0011479328,0.00040383055,0.06258686,0.0013790198,0.00084033073,0.0004209773,0.82215726,0.0012182205,0.039663136,0.000068252004,0.06637355,0.0037406276],"study_design_scores_gemma":[0.0034831776,0.0004661287,0.31396127,0.00076939026,0.00084057177,0.000013357561,0.39216706,0.00043263775,0.15027602,0.00041269374,0.1345036,0.002674091],"about_ca_topic_score_codex":0.95417726,"about_ca_topic_score_gemma":0.987406,"teacher_disagreement_score":0.54935294,"about_ca_system_score_codex":0.00022881378,"about_ca_system_score_gemma":0.00004916632,"threshold_uncertainty_score":0.9999933},"labels":[],"label_agreement":null},{"id":"W2298713072","doi":"","title":"The Effects of Nutrient and Peat Amendments on Oil Sands Reclamation Wetlands: A Microcosm Study","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrocarbon exploration and reservoir 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":true,"ca_institutions":"","funders":"Egg Farmers of Canada","keywords":"Peat; Land reclamation; Microcosm; Oil sands; Wetland; Environmental science; Nutrient; Ecology; Geography; Archaeology","score_opus":0.006125153663997132,"score_gpt":0.1839445571995909,"score_spread":0.17781940353559378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298713072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985939,0.00021568769,0.000009653476,0.000026288704,0.00018762321,0.00021255985,0.0000034786801,0.000037413258,0.00071337435],"genre_scores_gemma":[0.9271748,0.0020273242,0.000025170462,0.000001662048,0.000012025137,0.0000023333725,0.00011621103,0.000019175759,0.0706213],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99928445,0.000059500308,0.0001321255,0.00017434437,0.00021985924,0.00012973933],"domain_scores_gemma":[0.99947053,0.00004625799,0.00013025837,0.0002311299,0.00006887609,0.000052960084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009711072,0.00017406387,0.00029869954,0.00023182969,0.00014404049,0.000015298361,0.00017564547,0.00012350196,0.000012839812],"category_scores_gemma":[0.0000070586043,0.00014781162,0.000095275034,0.00016108186,0.00003276884,0.000082771156,0.000021928927,0.0001447473,0.000007873503],"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":[0.0011858232,0.0009516485,0.002262373,0.004503392,0.0030646736,0.000057479298,0.91833645,0.001070144,0.050094236,0.0001605623,0.0022171068,0.016096108],"study_design_scores_gemma":[0.008469835,0.0025598952,0.013979371,0.0021029906,0.0025142862,0.0000019458773,0.87090915,0.008800342,0.087488726,0.00027097447,0.0015194421,0.0013830188],"about_ca_topic_score_codex":0.0024598031,"about_ca_topic_score_gemma":0.016163245,"teacher_disagreement_score":0.07141912,"about_ca_system_score_codex":0.000037952763,"about_ca_system_score_gemma":0.000010880142,"threshold_uncertainty_score":0.901947},"labels":[],"label_agreement":null},{"id":"W2299197569","doi":"","title":"Analyzing the behavior of cyclists at intersections to improve behavior variability within micro-simulation traffic models","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Traffic control and management","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":"Computer science; Travel behavior; Transport engineering; Traffic simulation; Microsimulation; Simulation; Engineering","score_opus":0.01057955728562948,"score_gpt":0.21218114727994508,"score_spread":0.2016015899943156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299197569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741477,0.00004091819,0.00037943746,0.00003566641,0.0006865043,0.0010572609,0.000105516534,0.00013332201,0.00014661056],"genre_scores_gemma":[0.9789481,0.000008537091,0.00047060504,0.0000014915908,0.000021957689,0.00001234101,0.00020880613,0.000029536046,0.0202986],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901044,0.000047327612,0.00023538226,0.00029871863,0.0002084863,0.00019966642],"domain_scores_gemma":[0.9990868,0.000035468187,0.00016295466,0.0004150202,0.00020525824,0.00009448336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026005862,0.00023646322,0.00037232574,0.00024947413,0.000116082185,0.000015301537,0.00031883747,0.00018991172,0.000042383548],"category_scores_gemma":[0.0000093556155,0.00024000456,0.00019587661,0.00021090353,0.000042992837,0.00016884968,0.000070819406,0.00020477273,0.000008872932],"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":[0.00015511726,0.0001243121,0.00013750195,0.0002308911,0.00016418568,0.000005820535,0.074455425,0.89354473,0.021059996,0.000025472084,0.00024032588,0.009856214],"study_design_scores_gemma":[0.0040203966,0.00053821504,0.06960325,0.00053035206,0.007390543,0.000004532645,0.20624445,0.7052733,0.0037090422,0.00015122184,0.00049347687,0.0020412705],"about_ca_topic_score_codex":0.0052054413,"about_ca_topic_score_gemma":0.07772215,"teacher_disagreement_score":0.18827148,"about_ca_system_score_codex":0.00030917866,"about_ca_system_score_gemma":0.000030940708,"threshold_uncertainty_score":0.97871023},"labels":[],"label_agreement":null},{"id":"W2299352720","doi":"","title":"Based on a True Story","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Digital Storytelling and Education","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":"University of Waterloo","keywords":"Computer science","score_opus":0.023894424711850375,"score_gpt":0.2881866650607698,"score_spread":0.2642922403489194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299352720","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":[0.9450166,0.00004347056,0.0000050674175,0.0013587276,0.0012943684,0.000366376,0.000030498904,0.00010544858,0.051779434],"genre_scores_gemma":[0.14145344,0.000027777767,0.00025932048,0.00015092145,0.000115595416,8.680379e-7,0.00094074145,0.000024616655,0.8570267],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99884194,0.00017838231,0.00012065907,0.0002944316,0.00026696184,0.00029761528],"domain_scores_gemma":[0.99892443,0.00013841319,0.00031567182,0.00032739513,0.00017413583,0.00011993275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002304708,0.0001898709,0.00031747558,0.0003107625,0.00056974037,0.0000045289607,0.00023878983,0.0004439661,0.00051035156],"category_scores_gemma":[0.000036009125,0.00021959221,0.00013936133,0.00013825041,0.00003417284,0.000100828176,0.000009146574,0.00064512785,0.0007155912],"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":[0.0024627228,0.00095591,0.0025322097,0.002481881,0.00013173316,0.00004314772,0.5979223,0.0004840628,0.00055484753,0.0006440658,0.30802506,0.083762005],"study_design_scores_gemma":[0.002154352,0.0008845678,0.09648709,0.0034929786,0.00028282782,2.4642736e-7,0.7593208,0.00082950806,0.0001518775,0.00039225648,0.13505358,0.0009499371],"about_ca_topic_score_codex":0.012105936,"about_ca_topic_score_gemma":0.02366531,"teacher_disagreement_score":0.8052473,"about_ca_system_score_codex":0.00026849433,"about_ca_system_score_gemma":0.00046469114,"threshold_uncertainty_score":0.99447256},"labels":[],"label_agreement":null},{"id":"W2299546305","doi":"","title":"Binder-free TiO2/Carbon Cloth Composite Anode for Electrochemical Energy Storage Devices","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Anode; Composite number; Materials science; Electrochemistry; Electrochemical energy storage; Energy storage; Carbon fibers; Composite material; Supercapacitor; Electrode; Chemistry; Physics","score_opus":0.01191945750732181,"score_gpt":0.20999721628998086,"score_spread":0.19807775878265904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299546305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975428,0.00029514675,0.000087482236,0.00019579571,0.0008381543,0.00025933768,0.0001670144,0.000108515764,0.00050575554],"genre_scores_gemma":[0.91499645,0.000108980465,0.00501556,0.000047391757,0.0004170569,0.000007744358,0.0031789553,0.00009799269,0.07612988],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837345,0.00008648203,0.00020742645,0.00053384935,0.00041962563,0.00037919282],"domain_scores_gemma":[0.9985286,0.00004792227,0.000352375,0.0005075856,0.00042393038,0.0001396041],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002491572,0.00031039646,0.000552221,0.00019991424,0.000170306,0.000061724946,0.000772688,0.00041359777,0.00013596729],"category_scores_gemma":[0.00002514744,0.0003492271,0.00014290128,0.00014031751,0.000094829695,0.00024134445,0.00008021176,0.000102669765,0.000018229088],"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":[0.00056004577,0.00007502349,0.000043064,0.00023449148,0.000037043967,0.000003864446,0.009016999,0.00000476848,0.986143,0.00019802839,0.00353176,0.00015189825],"study_design_scores_gemma":[0.0018230977,0.00037963744,0.0008118537,0.0002123827,0.00036794436,0.0000056480235,0.02365691,0.00052541157,0.9650886,0.001582141,0.0047100848,0.00083629537],"about_ca_topic_score_codex":0.023226174,"about_ca_topic_score_gemma":0.014729527,"teacher_disagreement_score":0.08254636,"about_ca_system_score_codex":0.00018377676,"about_ca_system_score_gemma":0.00015892234,"threshold_uncertainty_score":0.999896},"labels":[],"label_agreement":null},{"id":"W2299818917","doi":"","title":"The Multiple Barrier Approach to Safe Drinking Water for First Nations Communities: A Case Study","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","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":"Environmental planning; Environmental science","score_opus":0.023892333827940395,"score_gpt":0.264446266954801,"score_spread":0.2405539331268606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299818917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938829,0.00004382992,0.000017811957,0.00086488854,0.0003736619,0.0017133256,0.000054421394,0.000029445044,0.0030197322],"genre_scores_gemma":[0.8023068,0.00024893013,0.00068806676,0.00003451527,0.00007605214,0.000022844939,0.00022604965,0.00001967886,0.19637708],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99883485,0.00013232722,0.00013515992,0.00019334567,0.00030824306,0.00039610174],"domain_scores_gemma":[0.99883866,0.00050882396,0.000104702,0.00029678774,0.00010639698,0.00014459783],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054992695,0.00015835634,0.00023017093,0.0001590282,0.00844055,0.00008312837,0.00052419235,0.00022895716,0.00008575185],"category_scores_gemma":[0.000050547296,0.00013846609,0.000110821886,0.00009533124,0.00024570804,0.00019122208,0.00009257927,0.00031151244,0.000017223521],"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":[0.00007525751,0.00018278795,0.0019221576,0.000313378,0.00005323199,0.000012533041,0.996204,0.00003246723,0.000018451017,0.0006009048,0.0003555288,0.00022928917],"study_design_scores_gemma":[0.0003942177,0.000083891886,0.000700741,0.00007485784,0.00014397828,0.0000018246204,0.98040974,0.000050095998,0.000022891136,0.000028801956,0.017910138,0.00017879334],"about_ca_topic_score_codex":0.39118916,"about_ca_topic_score_gemma":0.99340695,"teacher_disagreement_score":0.6022178,"about_ca_system_score_codex":0.00012641761,"about_ca_system_score_gemma":0.000085630905,"threshold_uncertainty_score":0.9928503},"labels":[],"label_agreement":null},{"id":"W2300720956","doi":"","title":"Evaluation of indicators of stress in populations of polar bears (Ursus maritimus) and grizzly bears (Ursus arctos)","year":2008,"lang":"pl","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ursus; Ursus maritimus; Grizzly Bears; Zoology; Geography; Biology; Ecology; Population; Environmental health; Medicine; Arctic","score_opus":0.023971969448505825,"score_gpt":0.24093325996661533,"score_spread":0.2169612905181095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300720956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970226,0.00087695976,0.0000017058923,0.00016145842,0.00010347079,0.0007866878,0.00044653137,0.000007027434,0.00059350824],"genre_scores_gemma":[0.99508286,0.0021310584,0.00062735344,0.000003097452,0.0000067885508,0.0000011162474,0.00026122542,0.00002195632,0.0018645233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964003,0.00035032348,0.00053273066,0.00053930527,0.0018386522,0.00033866384],"domain_scores_gemma":[0.99788845,0.00009299668,0.0012228258,0.000391792,0.00028330044,0.00012062775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009044198,0.0003360842,0.00089901045,0.00062031555,0.0001747829,0.0000055449173,0.00050416606,0.00033505153,0.00082015],"category_scores_gemma":[0.00015599825,0.00042748387,0.00020888186,0.0008954153,0.000794002,0.00033628716,0.0004051086,0.00027971677,0.0000075190783],"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":[0.00035969962,0.000683552,0.89150286,0.001156567,0.00029259268,0.000013846852,0.07263602,0.0011263818,0.0034185054,0.00017437867,0.000088084635,0.028547497],"study_design_scores_gemma":[0.0013248862,0.00039709042,0.92513317,0.00056144554,0.0006164671,0.0000015364483,0.06983075,0.00062487775,0.001118325,0.00008030483,0.000017293996,0.0002938305],"about_ca_topic_score_codex":0.45215058,"about_ca_topic_score_gemma":0.39078537,"teacher_disagreement_score":0.06136524,"about_ca_system_score_codex":0.0003672523,"about_ca_system_score_gemma":0.00013312529,"threshold_uncertainty_score":0.99981767},"labels":[],"label_agreement":null},{"id":"W2300746803","doi":"","title":"Analyzing pan-Arctic 1982–2006 trends in temperature and bioclimatological indicators (productivity, phenology and vegetation indices) using remote sensing, model and field data","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Dalhousie University; National Aeronautics and Space Administration","keywords":"Vegetation (pathology); Vegetation Index; Phenology; Field (mathematics); Arctic; Remote sensing; Productivity; Environmental science; Arctic vegetation; Physical geography; Normalized Difference Vegetation Index; Climatology; The arctic; Geography; Climate change; Oceanography; Geology; Ecology; Tundra; Mathematics","score_opus":0.030028463214046168,"score_gpt":0.24366785856572212,"score_spread":0.21363939535167595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300746803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974284,0.0014674946,0.0000027675455,0.0005375544,0.0000650778,0.00009099944,0.0003280238,0.000012250325,0.00006740214],"genre_scores_gemma":[0.9900433,0.0016225983,0.0012071788,0.000031963762,0.000028830731,4.405091e-9,0.006231376,0.000004698141,0.0008300455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891126,0.00007737788,0.000120458295,0.00054326357,0.000119226504,0.00022839369],"domain_scores_gemma":[0.99944776,0.000055023007,0.00018372224,0.00021362334,0.000024259873,0.00007561494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018575873,0.0001973081,0.00037362624,0.00072525535,0.00019297452,0.00004579964,0.00014901903,0.00038802993,0.000041663694],"category_scores_gemma":[0.000017485698,0.00020107176,0.000023086364,0.00033997901,0.00011477751,0.00035396314,0.0000490481,0.0003238287,8.0424144e-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":[0.00046721523,0.000039478888,0.6239469,0.0008341254,0.00009777111,0.00020258459,0.06273447,0.0003106927,0.0030070816,0.000007776973,0.00010838219,0.3082435],"study_design_scores_gemma":[0.0007599018,0.00021784092,0.8505346,0.00037393183,0.00027811114,0.00007815998,0.022887578,0.12387265,0.000099126424,0.00034730442,0.000027231124,0.00052356743],"about_ca_topic_score_codex":0.12807806,"about_ca_topic_score_gemma":0.7308771,"teacher_disagreement_score":0.60279906,"about_ca_system_score_codex":0.000006674281,"about_ca_system_score_gemma":0.000024244971,"threshold_uncertainty_score":0.87772816},"labels":[],"label_agreement":null},{"id":"W2301390849","doi":"","title":"Experimental Methods and Mathematical Models to Examine Durability of Polymer Electrolyte Membrane Fuel Cell Catalysts","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fuel Cells and Related Materials","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":"Durability; Electrolyte; Fuel cells; Polymer; Proton exchange membrane fuel cell; Membrane; Catalysis; Materials science; Chemical engineering; Polymer science; Engineering; Composite material; Chemistry; Organic chemistry; Electrode","score_opus":0.009389749017594342,"score_gpt":0.21277662199629602,"score_spread":0.20338687297870167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301390849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923721,0.0032422158,0.00005729886,0.000023058066,0.00016787661,0.00036829812,0.000028923863,0.000063662475,0.003676548],"genre_scores_gemma":[0.90592784,0.0007024511,0.009830048,0.0000029286584,0.000018255805,0.000002283275,0.00017255588,0.00006438796,0.083279245],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900746,0.000058128237,0.00022645944,0.00028519807,0.0001713875,0.0002513573],"domain_scores_gemma":[0.99934965,0.000041901403,0.00010808258,0.00029506767,0.00006421311,0.00014109915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015384353,0.00028247866,0.00066870765,0.00018777937,0.00003998673,0.000013407684,0.0002060688,0.00035640187,0.00035085046],"category_scores_gemma":[0.0000027657456,0.00029097515,0.00011124421,0.000108056134,0.000058882397,0.0001622968,0.000054062606,0.00015444799,0.000023955354],"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":[0.00008003407,0.0000748585,5.8122595e-7,0.004990287,0.00011019247,0.0000044217277,0.04157205,0.0006308326,0.95229656,0.000036872665,0.000113902744,0.00008941032],"study_design_scores_gemma":[0.0004126733,0.00010431312,0.00002023049,0.00011656817,0.00014473421,0.0000026825883,0.01764966,0.004135855,0.9769571,0.0001530787,0.00001504853,0.00028810246],"about_ca_topic_score_codex":0.004099264,"about_ca_topic_score_gemma":0.0002425805,"teacher_disagreement_score":0.08644427,"about_ca_system_score_codex":0.00004671583,"about_ca_system_score_gemma":0.0000170004,"threshold_uncertainty_score":0.9999542},"labels":[],"label_agreement":null},{"id":"W2301526251","doi":"","title":"Hosting Regional Sport Events: Insights from Emerging Sport Tourism Destinations","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sport and Mega-Event Impacts","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":"Destinations; Tourism; Economic geography; Regional science; Geography; Political science; Advertising; Business","score_opus":0.025107111350389826,"score_gpt":0.26600319772755077,"score_spread":0.24089608637716095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301526251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887626,0.00023756562,0.000002701198,0.0008173465,0.0008494145,0.00029893094,0.000021110302,0.00010874872,0.008901587],"genre_scores_gemma":[0.6059437,0.00016464348,0.0008307683,0.000020200032,0.00029923252,5.20003e-7,0.00207969,0.000025395551,0.39063585],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998063,0.00003334134,0.00019793138,0.00039693838,0.0009295875,0.00037917824],"domain_scores_gemma":[0.9982919,0.000029928586,0.00056893955,0.0002497706,0.0005276614,0.00033180666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030699556,0.00024744731,0.000444168,0.0003635357,0.00072401186,0.000023875518,0.0005060182,0.00039411723,0.00033111396],"category_scores_gemma":[0.000054881006,0.00030533862,0.00019650513,0.0003966916,0.000119728466,0.0005948164,0.000045630957,0.00029516214,0.000063103944],"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":[0.00027728154,0.0002917608,0.026332976,0.00008887878,0.00028199164,0.00043774405,0.940578,0.00004212682,0.0003663211,0.008360321,0.018642887,0.0042997487],"study_design_scores_gemma":[0.0010090439,0.00007123239,0.119324416,0.0008150327,0.00045938822,0.0000018115061,0.6878919,0.000024112467,0.00009271507,0.0046597733,0.18482892,0.000821633],"about_ca_topic_score_codex":0.34687895,"about_ca_topic_score_gemma":0.34227037,"teacher_disagreement_score":0.38281888,"about_ca_system_score_codex":0.00027996136,"about_ca_system_score_gemma":0.0008283298,"threshold_uncertainty_score":0.99993986},"labels":[],"label_agreement":null},{"id":"W2301598257","doi":"","title":"Free semigroup algebras and the structure of an isometric tuple","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Algebra and Logic","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":"Isometric exercise; Semigroup; Tuple; Mathematics; Pure mathematics; Algebra over a field; Discrete mathematics; Medicine; Physical therapy","score_opus":0.007197504714369088,"score_gpt":0.18481852420075107,"score_spread":0.17762101948638198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301598257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978512,0.00044700847,0.0008133623,0.00012186961,0.0002020315,0.00020534692,0.00003453217,0.000042342755,0.0002822919],"genre_scores_gemma":[0.8920078,0.00028047123,0.024758754,0.00004148811,0.00004113762,1.6492102e-7,0.0001409694,0.000023643583,0.08270552],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99896544,0.00008350673,0.00011845309,0.00038094632,0.00025504586,0.00019659483],"domain_scores_gemma":[0.9985902,0.00006752797,0.00035054228,0.00078204396,0.00013195052,0.00007776754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010465222,0.00020162541,0.0004093169,0.0003453363,0.00015429944,0.00002111655,0.0016302085,0.00021266584,0.00006858434],"category_scores_gemma":[0.000023902376,0.0001619583,0.00010740727,0.0005346739,0.00019827487,0.00053263636,0.00025194898,0.00023216229,0.0000028985298],"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":[0.00088890496,0.00025524758,0.0008819723,0.00090887037,0.00045872162,0.000111645495,0.6386675,0.00007046521,0.013556782,0.286339,0.0008902334,0.05697065],"study_design_scores_gemma":[0.013885831,0.0019944035,0.08266934,0.00050080597,0.000900639,0.000096855336,0.28442633,0.0066150674,0.04194285,0.56341887,0.00086573546,0.0026832777],"about_ca_topic_score_codex":0.010000889,"about_ca_topic_score_gemma":0.018590631,"teacher_disagreement_score":0.35424116,"about_ca_system_score_codex":0.00001419841,"about_ca_system_score_gemma":0.0000423793,"threshold_uncertainty_score":0.9993175},"labels":[],"label_agreement":null},{"id":"W2302147945","doi":"","title":"Influence of Trust Concerns and Benefits of Visibility on Participation in Green Electricity Programs: a Case-Study of Residential Solar-PV Systems in Ontario","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Education and Sustainability","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":"Visibility; Electricity; Photovoltaic system; Environmental economics; Architectural engineering; Electricity system; Business; Environmental planning; Natural resource economics; Environmental science; Engineering; Electricity generation; Geography; Economics; Electrical engineering; Meteorology; Physics; Power (physics)","score_opus":0.013516203923258792,"score_gpt":0.2323679965569179,"score_spread":0.21885179263365911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302147945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986003,0.000016508166,1.8778347e-7,0.000013062918,0.00002243234,0.001299144,0.000007788867,0.000004003138,0.000036568545],"genre_scores_gemma":[0.99657965,0.000009628831,0.000024480285,0.0000010902772,0.0000018536036,0.0000052419523,0.000027447873,0.0000064739606,0.0033441095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985245,0.0001863091,0.00037792203,0.00038057895,0.0003494764,0.00018122814],"domain_scores_gemma":[0.9990603,0.000039695493,0.0004988707,0.0002946331,0.000045568508,0.00006095113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003426737,0.00016007715,0.00044455743,0.0001611856,0.00004484706,0.000005231039,0.0001780967,0.00016544864,0.00010052961],"category_scores_gemma":[0.000028248622,0.00018145524,0.000046705933,0.0002546434,0.00021183075,0.00026149608,0.00007625084,0.00020737392,0.0000016682304],"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":[0.00022069475,0.0012391711,0.7774461,0.00025941068,0.000013828781,0.000010999818,0.21258481,0.006772815,0.00064614136,0.0000044003145,0.0000019125875,0.0007997618],"study_design_scores_gemma":[0.0006598599,0.00059087604,0.78492296,0.00010186179,0.00003684191,0.0000010313665,0.21274228,0.0002194819,0.0006065117,0.00001453895,7.4194867e-7,0.00010301758],"about_ca_topic_score_codex":0.98077565,"about_ca_topic_score_gemma":0.9752022,"teacher_disagreement_score":0.0074768984,"about_ca_system_score_codex":0.00059367804,"about_ca_system_score_gemma":0.00006555015,"threshold_uncertainty_score":0.739953},"labels":[],"label_agreement":null},{"id":"W2302247355","doi":"","title":"Coupling of two natural complex systems: earthquake-triggered landslides","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Landslides and related hazards","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":"Landslide; Coupling (piping); Natural (archaeology); Seismology; Geology; Natural disaster; Physics; Engineering; Paleontology; Mechanical engineering; Oceanography","score_opus":0.010763027999746216,"score_gpt":0.20776438295054372,"score_spread":0.1970013549507975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302247355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702716,0.0004828856,0.0000030887763,0.000041020667,0.0005395929,0.0002354299,0.000045143788,0.000035296947,0.001590393],"genre_scores_gemma":[0.8417029,0.00011289332,0.00022701177,0.0000019332226,0.000032392396,1.9732396e-7,0.00041292398,0.00001865724,0.15749109],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987625,0.000026741374,0.00019134363,0.00027515445,0.0004144124,0.00032988656],"domain_scores_gemma":[0.99913496,0.000034421635,0.00040970577,0.0002676579,0.000044849156,0.00010841477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001902514,0.00022844426,0.0004994074,0.000107938475,0.00016758814,0.0000135960645,0.0003625115,0.00026216923,0.0013665102],"category_scores_gemma":[0.0000051362986,0.00020947671,0.00018866373,0.00018527033,0.00014106,0.0002074398,0.00009863344,0.0002737601,0.00017792772],"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":[0.0029039262,0.0011094749,0.252329,0.004104614,0.0023437561,0.00026134058,0.36304194,0.04841684,0.2904334,0.0009882409,0.022217851,0.011849592],"study_design_scores_gemma":[0.006152596,0.00040551336,0.7594514,0.0016705234,0.00159585,0.000036052275,0.18900992,0.023843473,0.005390288,0.000096875396,0.010205755,0.002141749],"about_ca_topic_score_codex":0.06305772,"about_ca_topic_score_gemma":0.025154779,"teacher_disagreement_score":0.5071224,"about_ca_system_score_codex":0.0000890239,"about_ca_system_score_gemma":0.000020220677,"threshold_uncertainty_score":0.99954635},"labels":[],"label_agreement":null},{"id":"W2303769711","doi":"","title":"An Experimental Investigation of Ignition Propensity of Hot Work Processes in the Nuclear Industry","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fire dynamics and safety research","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":"Work (physics); Hot work; Engineering; Forensic engineering; Fire protection; Mechanical engineering; Civil engineering; Materials science","score_opus":0.016164611857659425,"score_gpt":0.21025163758913984,"score_spread":0.1940870257314804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303769711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999345,0.00003413439,0.0000018884338,0.000041674342,0.00003919696,0.00023478006,0.000016379021,0.00001784957,0.00026909038],"genre_scores_gemma":[0.9985622,0.00002996175,0.00016704336,0.0000020892655,0.000010031801,4.9207796e-7,0.00033399835,0.000016990436,0.00087717734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993241,0.000063631356,0.0001176637,0.00012881037,0.0002497087,0.000116107425],"domain_scores_gemma":[0.9995184,0.000019841047,0.000107165324,0.00018611492,0.00013525637,0.00003322824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018230763,0.00011353257,0.00023360345,0.0001662127,0.00004599283,0.000008653177,0.00029929623,0.0002983026,0.000032316508],"category_scores_gemma":[0.000008488314,0.00011284507,0.000040560928,0.00030303517,0.000091720416,0.00016402172,0.000017095572,0.00033092278,0.0000022599631],"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":[0.0010494518,0.0003811065,0.014751994,0.006686208,0.00014851318,0.00002160235,0.7332833,0.005400299,0.23539805,0.00046841582,0.0004998642,0.001911211],"study_design_scores_gemma":[0.0015941585,0.00090246595,0.30101255,0.0024159893,0.00013000994,0.0000029629755,0.5768339,0.0130353235,0.10296613,0.00026225304,0.00005716158,0.000787116],"about_ca_topic_score_codex":0.003971569,"about_ca_topic_score_gemma":0.005913888,"teacher_disagreement_score":0.28626055,"about_ca_system_score_codex":0.000036829075,"about_ca_system_score_gemma":0.00004340578,"threshold_uncertainty_score":0.60038507},"labels":[],"label_agreement":null},{"id":"W2304989344","doi":"","title":"Condos in the Suburb: What are the Drivers Behind the Decision to Move into Suburban Condominiums?","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Transport and Accessibility","field":"Social Sciences","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":"Geography; Transport engineering; Environmental planning; Engineering","score_opus":0.011441985790812733,"score_gpt":0.24818308954403542,"score_spread":0.2367411037532227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2304989344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825296,0.0002981429,0.000006503532,0.014544835,0.0006617525,0.0011053779,0.00002737701,0.000023012952,0.0008034434],"genre_scores_gemma":[0.9232964,0.00035204086,0.000034707926,0.00021819695,0.00009285206,0.0000029966764,0.000054960885,0.000014590068,0.075933285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99768573,0.00041734535,0.00020902937,0.0004588178,0.0008260455,0.00040300546],"domain_scores_gemma":[0.9979819,0.00068476243,0.00034353926,0.0006423769,0.00024131266,0.000106112515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011743734,0.00025513064,0.000391689,0.00015753291,0.0012825172,0.00020390976,0.002163702,0.0003230264,0.0003618254],"category_scores_gemma":[0.00009348488,0.00014061798,0.00026426633,0.00038127607,0.00067234715,0.00082380266,0.00006543175,0.00040855107,0.00007192808],"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":[0.0004783841,0.000062415274,0.05177712,0.000033836488,0.00005125914,0.000032870583,0.93509066,0.0000034077655,0.00016563604,0.00039595386,0.0027695831,0.009138852],"study_design_scores_gemma":[0.00062851247,0.000029300647,0.15061048,0.00026726528,0.00009539716,1.19088185e-7,0.8415263,0.0000021253982,0.0001691564,0.0014325074,0.0050380407,0.00020075892],"about_ca_topic_score_codex":0.13915904,"about_ca_topic_score_gemma":0.80528945,"teacher_disagreement_score":0.6661304,"about_ca_system_score_codex":0.00016588061,"about_ca_system_score_gemma":0.0002114294,"threshold_uncertainty_score":0.9864215},"labels":[],"label_agreement":null},{"id":"W2307390752","doi":"","title":"Development of Wastewater Collection Network Asset Database, Deterioration Models and Management Framework","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Life Cycle Costing Analysis","field":"Business, Management and Accounting","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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Canadian Water Network","keywords":"Wastewater; Asset management; Asset (computer security); Database; Computer science; Business; Environmental science; Environmental engineering; Computer security; Finance","score_opus":0.016601843159761008,"score_gpt":0.20551330058523148,"score_spread":0.18891145742547047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2307390752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976454,0.000038050846,0.00066150574,0.00011875574,0.00038631237,0.00031706633,0.0000067127485,0.000056266745,0.0007699406],"genre_scores_gemma":[0.6415516,0.00036518465,0.23338062,0.000103253835,0.00070939405,0.000008370736,0.0064106737,0.00014716866,0.11732373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987145,0.000015594876,0.0002597759,0.00040979398,0.00035945934,0.00024084917],"domain_scores_gemma":[0.9987168,0.000021011134,0.00065719837,0.000328324,0.00025616327,0.000020511516],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032732813,0.00025251004,0.00041349672,0.0005325883,0.0003718837,0.000086465334,0.00027762982,0.0002864653,0.0000914251],"category_scores_gemma":[0.000013725424,0.0002900188,0.00009121483,0.00052473706,0.000046535002,0.0008332554,0.00021468717,0.00024681428,0.000020957856],"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":[0.008798388,0.0026963917,0.05314734,0.079749286,0.014402157,0.0004044329,0.41832116,0.022405738,0.12258612,0.03686379,0.078993686,0.16163151],"study_design_scores_gemma":[0.008423211,0.00019629102,0.15005966,0.017442873,0.014789901,0.000007416753,0.55567074,0.17396344,0.009308659,0.023538487,0.038322072,0.008277234],"about_ca_topic_score_codex":0.0059797657,"about_ca_topic_score_gemma":0.050837032,"teacher_disagreement_score":0.3560938,"about_ca_system_score_codex":0.00004326568,"about_ca_system_score_gemma":0.000030757354,"threshold_uncertainty_score":0.9999552},"labels":[],"label_agreement":null},{"id":"W2307525449","doi":"","title":"The Impact of Glaciation and Permafrost on Groundwater Flow","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Glacial period; Geology; Groundwater flow; Groundwater; Hydrology (agriculture); Geomorphology; Geotechnical engineering; Aquifer; Oceanography","score_opus":0.013839234122500313,"score_gpt":0.2121293179387985,"score_spread":0.19829008381629817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2307525449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950969,0.00020457861,3.1106953e-7,0.00025503457,0.00021168808,0.00013657154,0.0027707578,0.000008451579,0.0013156708],"genre_scores_gemma":[0.84269303,0.002172915,0.000020161442,0.0000097452585,0.00009490765,8.183088e-8,0.010292972,0.000009140672,0.14470705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992726,0.00004904784,0.00009475462,0.00018826369,0.00019461835,0.00020073957],"domain_scores_gemma":[0.99937433,0.00011294573,0.00019055283,0.00017484279,0.000080663915,0.00006668073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013053557,0.00016071806,0.00022737232,0.000107220134,0.0002797271,0.000027228372,0.00018731282,0.00015192242,0.0024608956],"category_scores_gemma":[0.0000069289345,0.00010005727,0.0001363,0.000069702335,0.000101140606,0.00016712137,0.000009530636,0.000100520236,0.00008654745],"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":[0.0029447826,0.000079620266,0.738778,0.00036310536,0.00037391655,0.000032623844,0.16469644,0.00011717311,0.0069921114,0.000032642834,0.0058146575,0.07977493],"study_design_scores_gemma":[0.00042359013,0.00047105548,0.97612345,0.00015096556,0.000052798336,0.0000022961633,0.021353997,0.00054130453,0.0002840685,0.00011938394,0.00028644194,0.00019067354],"about_ca_topic_score_codex":0.12028665,"about_ca_topic_score_gemma":0.41097644,"teacher_disagreement_score":0.29068977,"about_ca_system_score_codex":0.000011925791,"about_ca_system_score_gemma":0.000033253797,"threshold_uncertainty_score":0.998451},"labels":[],"label_agreement":null},{"id":"W2308839079","doi":"","title":"Decolonization, Indigenous Internationalism, and the World Council of Indigenous Peoples","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"International Development and Aid","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd; National Science Council; Direktoratet for Utviklingssamarbeid; University of Waterloo; Universitetet i Tromsø","keywords":"Indigenous; Internationalism (politics); Decolonization; Political science; Ethnology; Sociology; Law; Politics; Ecology; Biology","score_opus":0.011295434527074204,"score_gpt":0.21983930055755144,"score_spread":0.20854386603047723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308839079","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":[0.9826373,0.00011442511,0.0000067643546,0.0009139536,0.0003905338,0.0003210237,0.000016046472,0.000017196038,0.015582768],"genre_scores_gemma":[0.41589862,0.00020999937,0.00015993808,0.000022546936,0.000040293122,6.551366e-7,0.00014936728,0.0000075610265,0.583511],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986277,0.00011251637,0.0001521538,0.000173512,0.0007726583,0.00016145014],"domain_scores_gemma":[0.9982264,0.00020203931,0.00042748326,0.000096980875,0.0010042588,0.000042836164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068761816,0.00012335595,0.00026771557,0.00019951299,0.00052887015,0.000034452347,0.0004589873,0.00013591653,0.0004919588],"category_scores_gemma":[0.00010437704,0.00011695493,0.00008318773,0.00019341707,0.00035143414,0.0001454233,0.00004323099,0.00012811288,0.00001354953],"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":[0.00015224438,0.000027275166,0.0077072284,0.000063633786,0.00011814112,0.000002237031,0.9655976,0.0000068147997,0.000012318287,0.025206903,0.0007536644,0.00035192174],"study_design_scores_gemma":[0.0030417526,0.00008818019,0.16281141,0.0005384766,0.00032533586,0.000001662256,0.78583574,0.00002711715,0.00033736276,0.007756686,0.0385749,0.000661347],"about_ca_topic_score_codex":0.43931097,"about_ca_topic_score_gemma":0.9849871,"teacher_disagreement_score":0.56792825,"about_ca_system_score_codex":0.0003760348,"about_ca_system_score_gemma":0.0020884709,"threshold_uncertainty_score":0.5644227},"labels":[],"label_agreement":null},{"id":"W2309689014","doi":"","title":"Laminated Injection Mould with Conformal Cooling Channels: Optimization, Fabrication and Testing","year":2013,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":5,"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 Waterloo","funders":"","keywords":"Conformal map; Stacking; Materials science; Fabrication; Die (integrated circuit); Mechanical engineering; Sheet metal; Water cooling; Composite material; Engineering drawing; Structural engineering; Engineering; Geometry; Nanotechnology; Mathematics","score_opus":0.01031554426081298,"score_gpt":0.15550582082274023,"score_spread":0.14519027656192723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309689014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98294693,0.000037273763,0.01630486,0.00007242627,0.000060352173,0.00011620487,0.0000011564487,0.00019775423,0.00026302598],"genre_scores_gemma":[0.9863066,0.000024307074,0.0069195745,0.0000060548464,0.000016440097,7.435433e-7,0.000006811841,0.000010570157,0.0067088716],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996857,0.000007525605,0.000051568488,0.000083629006,0.00006390918,0.00010767767],"domain_scores_gemma":[0.9996375,0.00001048392,0.00003654419,0.000054704033,0.00022975063,0.000031035852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042769574,0.0000740021,0.00008409002,0.00010099583,0.0001447597,0.000031426538,0.000045898996,0.000051817155,0.000048615588],"category_scores_gemma":[0.000008024458,0.00007344142,0.000008554185,0.00017728913,0.000045019282,0.00047682747,0.000016263539,0.00006765797,0.000006034013],"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":[0.000016618022,0.0000057302673,0.0014227699,0.00012254613,0.000023121074,6.377933e-7,0.017235119,0.9752262,0.001477697,0.000020376832,0.00013536957,0.0043138014],"study_design_scores_gemma":[0.00031771252,0.00013217615,0.0025531538,0.00006663742,0.000019999301,0.000012253698,0.019560348,0.9738843,0.0032182531,0.0000098460205,0.00007258817,0.00015275],"about_ca_topic_score_codex":0.006903273,"about_ca_topic_score_gemma":0.00015860381,"teacher_disagreement_score":0.009385284,"about_ca_system_score_codex":0.00002146505,"about_ca_system_score_gemma":0.000006948934,"threshold_uncertainty_score":0.99970984},"labels":[],"label_agreement":null},{"id":"W2310814894","doi":"","title":"Small Farms, Big Impacts: A Case Study in the Development of a Sustainable Farming Livelihood for Direct-Marketing Farmers in Southwestern Ontario, Canada","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Food and Agriculture","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":"Livelihood; Agriculture; Direct marketing; Business; Sustainable development; Geography; Environmental planning; Agricultural economics; Agricultural science; Marketing; Economics; Political science; Environmental science","score_opus":0.017819755168758042,"score_gpt":0.1915212653375894,"score_spread":0.17370151016883134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310814894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985057,0.00006757804,3.2209552e-8,0.00021610856,0.0000680737,0.0009941435,0.000040192117,0.000007888095,0.00010025508],"genre_scores_gemma":[0.97906244,0.0000029286518,0.000053050884,0.0000069156854,0.000020932413,0.0000035825633,0.00021671921,0.0000019851618,0.02063146],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99865544,0.00014126008,0.00024037357,0.00032006393,0.00026023123,0.00038260757],"domain_scores_gemma":[0.99921083,0.00015509973,0.00029337648,0.00006362638,0.00020580374,0.000071285285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007429331,0.00023126366,0.00040432977,0.000054383694,0.0002098941,0.000024914836,0.00038127624,0.00015236727,0.000025066418],"category_scores_gemma":[0.000043349162,0.00010307119,0.0000735835,0.00039034447,0.000016740643,0.000068177855,0.000069763846,0.00022482543,2.9583387e-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":[0.00042473763,0.0005016333,0.036250733,0.0003192764,0.00010544416,0.001105716,0.9425964,0.000009243543,0.003862459,0.0000010572691,0.0002908923,0.014532406],"study_design_scores_gemma":[0.00047361027,0.0002034621,0.14830771,0.00012655201,0.000045126097,0.0000082781535,0.849766,0.0000013235083,0.00009391407,0.000002493986,0.0007713627,0.00020016293],"about_ca_topic_score_codex":0.9958601,"about_ca_topic_score_gemma":0.99998206,"teacher_disagreement_score":0.112056985,"about_ca_system_score_codex":0.00041830807,"about_ca_system_score_gemma":0.00055137096,"threshold_uncertainty_score":0.4203121},"labels":[],"label_agreement":null},{"id":"W2322647973","doi":"","title":"Study of Laboratory and Field Techniques to Measure Shear Wave Parameters - Frequency Effects","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ultrasonics and Acoustic Wave Propagation","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; University of Engineering and Technology, Peshawar; University of Waterloo; University of Engineering and Technology, Lahore","keywords":"Measure (data warehouse); Field (mathematics); Shear (geology); Acoustics; Engineering; Physics; Computer science; Mathematics; Materials science; Data mining; Composite material","score_opus":0.00963758197100319,"score_gpt":0.19650243990898897,"score_spread":0.18686485793798577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322647973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99879354,0.0001292411,0.00008915817,0.000030011404,0.000145198,0.00053878856,0.000022480861,0.00007762722,0.00017397749],"genre_scores_gemma":[0.9933444,0.00004452485,0.004943267,0.000005244886,0.000012173689,0.0000015849162,0.000040747687,0.000025668396,0.0015823918],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99935097,0.000033579367,0.00009798296,0.00017862285,0.00021482144,0.00012400076],"domain_scores_gemma":[0.99941576,0.000043614844,0.000070087335,0.00018219929,0.00020766072,0.00008070771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013513431,0.000162685,0.00031024555,0.00019559148,0.00003778269,0.00000930408,0.00011208597,0.00019385417,0.0000063694606],"category_scores_gemma":[0.000040250554,0.0001882539,0.000033838736,0.00015074994,0.000014721095,0.00009286628,0.000018513063,0.00017284059,0.0000020860703],"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":[0.00028626565,0.00041709322,0.0012820387,0.00430844,0.00081492506,0.00015190462,0.4575109,0.0008479837,0.4905921,0.00006310762,0.0056374026,0.038087856],"study_design_scores_gemma":[0.0025212823,0.0059378208,0.008600858,0.0024414335,0.0013822522,0.000004359889,0.5163982,0.0014535617,0.4584785,0.0008841073,0.000121525445,0.0017760877],"about_ca_topic_score_codex":0.0049449117,"about_ca_topic_score_gemma":0.004710731,"teacher_disagreement_score":0.058887325,"about_ca_system_score_codex":0.00004837758,"about_ca_system_score_gemma":0.00003049779,"threshold_uncertainty_score":0.7676771},"labels":[],"label_agreement":null},{"id":"W2324542761","doi":"","title":"Monitoring Shallow Vadose Zone Moisture Dynamics using Electrical Resistivity Tomography and Electromagnetic Induction","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Vadose zone; Electrical resistivity tomography; Electromagnetic induction; Electrical resistivity and conductivity; Geology; Moisture; Soil science; Tomography; Water content; Geophysics; Geotechnical engineering; Electrical engineering; Materials science; Engineering; Physics; Composite material; Soil water; Optics","score_opus":0.012857766241103595,"score_gpt":0.21466427938230495,"score_spread":0.20180651314120135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324542761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99808323,0.0010419324,0.00003303495,0.00008267812,0.00026876564,0.00017697726,0.00002976668,0.00004294162,0.00024067145],"genre_scores_gemma":[0.9610629,0.00029845518,0.010277003,0.0000040058217,0.00015917089,1.1290827e-7,0.00036976952,0.000011350485,0.02781721],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99842495,0.0001826275,0.00012612199,0.00046342847,0.00040286052,0.00040003788],"domain_scores_gemma":[0.9991605,0.00008298,0.00018713911,0.00017171317,0.00016794012,0.00022971],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021341331,0.00026676952,0.00045504177,0.00031398042,0.00025215078,0.000035805508,0.00022105494,0.00039404805,0.000064053136],"category_scores_gemma":[0.000037166188,0.0002772596,0.00013041926,0.000756357,0.0000864033,0.00020153109,0.000016012908,0.0005570763,0.0000087944345],"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":[0.0014042894,0.00019155952,0.069600575,0.0004173667,0.000250368,0.00011833349,0.008823509,0.0002456311,0.0074100466,0.00006136243,0.00010932068,0.91136765],"study_design_scores_gemma":[0.00038790164,0.00079164695,0.9803179,0.00009282409,0.00028769826,0.0000102756485,0.0051601054,0.010083636,0.00035126734,0.002044588,0.000039070856,0.00043310353],"about_ca_topic_score_codex":0.103792235,"about_ca_topic_score_gemma":0.07708482,"teacher_disagreement_score":0.9109345,"about_ca_system_score_codex":0.00003396915,"about_ca_system_score_gemma":0.00008597949,"threshold_uncertainty_score":0.99996793},"labels":[],"label_agreement":null},{"id":"W2327888229","doi":"","title":"Natural resource industries and the state in collaborative approaches to water governance: a power-based analysis","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Governance and Infrastructure","field":"Social Sciences","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":"Collaborative governance; Natural resource; Corporate governance; State (computer science); Power (physics); Resource (disambiguation); Natural resource management; Natural (archaeology); Business; Political science; Computer science; Geography; Finance; Archaeology","score_opus":0.018243410930974095,"score_gpt":0.21686208697040163,"score_spread":0.19861867603942754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327888229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99194455,0.00025063477,0.0000013960998,0.0055418042,0.00010573658,0.00047506604,0.00012637512,0.000017569371,0.0015368377],"genre_scores_gemma":[0.8048368,0.00005210453,0.00011943594,0.000057165624,0.000023222867,0.0000015565673,0.00019571961,0.000011098147,0.1947029],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998242,0.00031638032,0.00014150319,0.00036011444,0.0005924938,0.0003475093],"domain_scores_gemma":[0.9991695,0.000053874715,0.00023937378,0.00022114108,0.00020727087,0.00010879453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000589913,0.00021879593,0.00054067146,0.00022391186,0.00031100062,0.00008616925,0.0004636619,0.0002648514,0.00007226661],"category_scores_gemma":[0.00006336696,0.00015778477,0.00010275193,0.0011472977,0.00050580717,0.00029328043,0.00007022282,0.00038109563,0.0000065512854],"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":[0.0014056613,0.000019157824,0.0017250128,0.000027239246,0.0002456615,0.000013959006,0.99063164,0.00063647784,0.00003939418,0.0005838783,0.0038780835,0.0007938147],"study_design_scores_gemma":[0.0020401897,0.000086500295,0.022250783,0.0001081831,0.0003848724,1.2926878e-7,0.9536822,0.00010069021,0.0008242825,0.0010621279,0.01902498,0.00043505285],"about_ca_topic_score_codex":0.17420137,"about_ca_topic_score_gemma":0.5693211,"teacher_disagreement_score":0.3951197,"about_ca_system_score_codex":0.0002099973,"about_ca_system_score_gemma":0.00032479086,"threshold_uncertainty_score":0.8312977},"labels":[],"label_agreement":null},{"id":"W2328491611","doi":"","title":"Being Realistic About Planning in No Growth: Challenges, Opportunities, and Foundations for a New Agenda in the Greater Sudbury, CMA","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Rural development and sustainability","field":"Agricultural and Biological 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":"Engineering ethics; Political science; Engineering","score_opus":0.060405602446444995,"score_gpt":0.2524707335663107,"score_spread":0.19206513111986573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328491611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934526,0.00019767875,7.470212e-7,0.0042664316,0.00006848715,0.00042888214,0.000020353502,0.000013548772,0.0015512349],"genre_scores_gemma":[0.7756603,0.0015981927,0.00033024803,0.00009245798,0.00012860165,0.0000046404252,0.002904014,0.0000040591776,0.21927753],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99912035,0.00006430368,0.00014342763,0.00026378134,0.00014698738,0.0002611244],"domain_scores_gemma":[0.99951184,0.00017703592,0.00010161979,0.000051118248,0.000107263455,0.000051103092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041768217,0.00015615596,0.0002353134,0.00007890029,0.00019879524,0.000034365952,0.00024185603,0.00018750802,0.000050006915],"category_scores_gemma":[0.000042557975,0.00007952808,0.00006149778,0.00014694332,0.000052338648,0.00016356538,0.000032292108,0.00014242866,0.0000013144235],"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":[0.001404147,0.00022694966,0.044474907,0.0015826906,0.00011534725,0.00046254272,0.76355743,0.00000742097,0.001319567,0.009803448,0.008840977,0.16820459],"study_design_scores_gemma":[0.00031489914,0.00012182448,0.6918915,0.00018539664,0.000023310224,0.0000016830062,0.2998896,0.000022130223,0.000011055002,0.0020762014,0.0052352995,0.00022710463],"about_ca_topic_score_codex":0.06600118,"about_ca_topic_score_gemma":0.22063847,"teacher_disagreement_score":0.6474166,"about_ca_system_score_codex":0.00006818837,"about_ca_system_score_gemma":0.000042396354,"threshold_uncertainty_score":0.9402184},"labels":[],"label_agreement":null},{"id":"W2335794213","doi":"","title":"Adaptive Fringe Projection and Error-Compensated Calibration for Compact 3D Shape-Measurement Systems","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Calibration; Projection (relational algebra); Computer vision; Computer science; Structured-light 3D scanner; Artificial intelligence; Optics; Mathematics; Physics; Algorithm; Statistics","score_opus":0.04897790616247897,"score_gpt":0.23581116061434998,"score_spread":0.18683325445187102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335794213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7989483,0.0004048852,0.18649946,0.0014194474,0.0019822926,0.005423294,0.00005325201,0.0011190741,0.0041499925],"genre_scores_gemma":[0.9778088,0.000025369965,0.009156832,0.000011536528,0.00004977334,0.000004684587,0.00010482439,0.000021169744,0.012817046],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985322,0.00009978993,0.00018747621,0.00047545793,0.0004619779,0.00024312934],"domain_scores_gemma":[0.998663,0.000031525535,0.00033079123,0.00027486563,0.000611846,0.00008796126],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044249228,0.00025549377,0.00042480012,0.00027635167,0.0002040386,0.00011273114,0.00045219864,0.00024421944,0.000008233056],"category_scores_gemma":[0.000023156113,0.00026851363,0.00009826994,0.00014540725,0.000050251594,0.00057305617,0.000045666424,0.0001731028,0.0000044324834],"study_design_candidate":"simulation_or_modeling","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":[0.006519673,0.0020996043,0.0023289449,0.013349438,0.0030094844,0.000044068558,0.38665116,0.0007241603,0.30901474,0.14703698,0.039656848,0.08956489],"study_design_scores_gemma":[0.0018757175,0.0036792972,0.0048878007,0.0025923115,0.00034652298,0.0000048325546,0.036962297,0.9272918,0.019191965,0.00078756706,0.0010474294,0.0013324609],"about_ca_topic_score_codex":0.007846503,"about_ca_topic_score_gemma":0.0036662216,"teacher_disagreement_score":0.9265676,"about_ca_system_score_codex":0.00015860028,"about_ca_system_score_gemma":0.000081018436,"threshold_uncertainty_score":0.9999767},"labels":[],"label_agreement":null},{"id":"W2336421216","doi":"","title":"Laser Direct Deposition of Metal Matrix Diamond Composite","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diamond and Carbon-based Materials Research","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; University of Waterloo; Government of Ontario","keywords":"Composite number; Materials science; Laser; Diamond; Matrix (chemical analysis); Composite material; Deposition (geology); Metal matrix composite; Metal; Metallurgy; Optics; Geology; Physics","score_opus":0.007749708351881565,"score_gpt":0.22579083336151623,"score_spread":0.21804112500963466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336421216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955509,0.0002313923,0.000009476764,0.00008119284,0.00054623757,0.0002814308,0.0005036253,0.000060934817,0.0027348439],"genre_scores_gemma":[0.7785244,0.00016076509,0.00070588733,0.0000040870177,0.000063066334,0.0000014940487,0.0005068135,0.00003876917,0.21999474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99815005,0.00019651311,0.00023675131,0.00044256586,0.00059567194,0.0003784416],"domain_scores_gemma":[0.9987033,0.0000816143,0.00041395167,0.00038817548,0.0002805745,0.00013241197],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031672613,0.000278029,0.00068287825,0.0003225452,0.0001600645,0.000039348986,0.00053844735,0.00029109375,0.001481706],"category_scores_gemma":[0.000013347626,0.00025929246,0.00025300312,0.00015659888,0.00019113414,0.00030795307,0.000102525,0.00011046521,0.0002398098],"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":[0.00049229705,0.000109852925,0.000117681615,0.00051172916,0.000063946296,0.00004085087,0.004018035,0.0000065323734,0.9930588,0.000027754257,0.00034152652,0.0012110204],"study_design_scores_gemma":[0.0006967334,0.00017453375,0.0010487979,0.00040930204,0.00019530917,0.0000014565328,0.0047260267,0.000022825872,0.9922771,0.000053716496,0.00009334426,0.00030085785],"about_ca_topic_score_codex":0.016348092,"about_ca_topic_score_gemma":0.0047125714,"teacher_disagreement_score":0.2172599,"about_ca_system_score_codex":0.000069524016,"about_ca_system_score_gemma":0.00012215885,"threshold_uncertainty_score":0.99998593},"labels":[],"label_agreement":null},{"id":"W2336585578","doi":"","title":"Markovian Approaches to Joint-life Mortality with Applications in Risk Management","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Insurance, Mortality, Demography, Risk Management","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":"Copula (linguistics); Bivariate analysis; Spouse; Econometrics; Life insurance; Joint probability distribution; Actuarial science; Pension; Shock (circulatory); Markov process; Economics; Mathematics; Statistics; Sociology; Finance","score_opus":0.046589029625259806,"score_gpt":0.23279606151476345,"score_spread":0.18620703188950366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336585578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9148959,0.00006540083,0.00018479531,0.00024466662,0.00014548514,0.002439274,0.000070461945,0.00009835047,0.08185568],"genre_scores_gemma":[0.7212387,0.0010414845,0.008768548,0.00004159601,0.00007235331,0.00005256991,0.0004958515,0.00006173825,0.2682272],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99753606,0.00026193296,0.00024255432,0.00072343444,0.00072454836,0.00051148166],"domain_scores_gemma":[0.99848974,0.000018359899,0.00044555918,0.0006781358,0.000111761125,0.00025645236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00080943556,0.00032428297,0.00051519583,0.0007749267,0.0005829898,0.000045397723,0.00081565167,0.00024468952,0.0001582114],"category_scores_gemma":[0.000008720854,0.00036574082,0.00019764065,0.00096604176,0.00028691874,0.0002535812,0.00011004536,0.00029858205,0.0000601471],"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":[0.00036311912,0.000847543,0.38707995,0.0012076547,0.0011655987,0.00006875527,0.50614053,0.0001786156,0.000004221881,0.090677984,0.0013461136,0.010919923],"study_design_scores_gemma":[0.00036699796,0.000045146797,0.58287686,0.00010936032,0.0003693977,4.5840927e-8,0.41071105,0.000007646241,0.0000108291115,0.0010256056,0.004068576,0.00040849834],"about_ca_topic_score_codex":0.34137905,"about_ca_topic_score_gemma":0.7709345,"teacher_disagreement_score":0.42955548,"about_ca_system_score_codex":0.0001571436,"about_ca_system_score_gemma":0.00010430993,"threshold_uncertainty_score":0.9998795},"labels":[],"label_agreement":null},{"id":"W2336619002","doi":"","title":"Scripting Resistance: Governance through Theatre of the Oppressed","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical and Contemporary Political Dynamics","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":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; King's University College; University of Waterloo; McMaster University; Shastri Indo-Canadian Institute","keywords":"Scripting language; Resistance (ecology); Corporate governance; Computer science; Political science; Programming language; Management; Economics; Biology","score_opus":0.014811165830427546,"score_gpt":0.17898052043268725,"score_spread":0.1641693546022597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336619002","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.422108,0.0008895726,0.0000033485446,0.0027240103,0.0015054145,0.00026670648,0.0006926113,0.00004557742,0.57176477],"genre_scores_gemma":[0.18156447,0.00009476868,0.0000406817,0.000022565284,0.00009184723,2.3798196e-7,0.000034255398,0.000013948073,0.8181372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991169,0.00005021779,0.00015009868,0.00020880013,0.000281597,0.00019238642],"domain_scores_gemma":[0.99910694,0.00004418035,0.00034268163,0.00031297735,0.00015609244,0.000037126247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000467205,0.00016434194,0.00032602318,0.000018729044,0.00034510065,0.00001357595,0.00050071976,0.00011997869,0.0008656848],"category_scores_gemma":[0.000011170154,0.000115707386,0.00023768835,0.0000359776,0.0003387452,0.0002198987,0.000051477058,0.00016390096,0.000020487374],"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":[0.00031130455,0.000086666376,0.000064903164,0.0007883069,0.00012424009,0.000008819907,0.3336036,8.397841e-7,0.0008789381,0.6366135,0.026407732,0.0011111514],"study_design_scores_gemma":[0.0007517699,0.00009364387,0.00080859254,0.0018348964,0.00022624512,2.426664e-7,0.18974747,0.000014980086,0.00060364464,0.009680497,0.79574966,0.000488338],"about_ca_topic_score_codex":0.019806312,"about_ca_topic_score_gemma":0.070899114,"teacher_disagreement_score":0.76934195,"about_ca_system_score_codex":0.000077829565,"about_ca_system_score_gemma":0.0000758851,"threshold_uncertainty_score":0.98672086},"labels":[],"label_agreement":null},{"id":"W2337057492","doi":"","title":"Interpolation Sets For Compact Abelian Groups","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Polynomial and algebraic computation","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":"University of Waterloo","keywords":"Abelian group; Interpolation (computer graphics); Mathematics; Pure mathematics; Algebra over a field; Computer science; Artificial intelligence","score_opus":0.011210307143772833,"score_gpt":0.21821989527256724,"score_spread":0.20700958812879441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337057492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94438154,0.000049401322,0.051474124,0.0015162597,0.0012781393,0.0004774682,0.000030243411,0.00017806768,0.0006147751],"genre_scores_gemma":[0.85320854,0.000017382217,0.01973342,0.000063707535,0.00012676044,7.7233045e-7,0.0011052907,0.000029712533,0.1257144],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896824,0.00004923477,0.00014519821,0.00039655573,0.00020469066,0.00023605078],"domain_scores_gemma":[0.9990019,0.000079453486,0.00034208005,0.00031892612,0.00016280651,0.00009478624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001565626,0.0002066807,0.0003420672,0.00029627618,0.00019263307,0.00005869893,0.0007706198,0.00018593068,0.000023401813],"category_scores_gemma":[0.00001203281,0.00023925616,0.00020497554,0.00018225284,0.000031907275,0.00041811637,0.00005964913,0.00013135998,0.00004427587],"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":[0.001071596,0.0005180714,0.0008256934,0.0024633997,0.0007109171,0.0000316761,0.45889902,0.0008062446,0.019424016,0.070901655,0.063929275,0.38041845],"study_design_scores_gemma":[0.0073113446,0.0022451603,0.070990086,0.001789662,0.0005184459,0.00001574872,0.05169445,0.7890329,0.0077809975,0.049211036,0.016055452,0.0033547499],"about_ca_topic_score_codex":0.005874869,"about_ca_topic_score_gemma":0.010819196,"teacher_disagreement_score":0.7882266,"about_ca_system_score_codex":0.00005615834,"about_ca_system_score_gemma":0.000074084644,"threshold_uncertainty_score":0.9756583},"labels":[],"label_agreement":null},{"id":"W2337711865","doi":"","title":"Transformations in Water Governance: An Examination of the Lake Simcoe Watershed","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Watershed; Corporate governance; Water resource management; Hydrology (agriculture); Environmental science; Business; Geology; Computer science; Geotechnical engineering","score_opus":0.00473234426509682,"score_gpt":0.16030940245824069,"score_spread":0.15557705819314385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337711865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959539,0.000012354438,0.0000024139208,0.00024208841,0.00009028814,0.0002653201,0.00002391351,0.000007811798,0.0034018718],"genre_scores_gemma":[0.7519078,0.00006781057,0.00008610457,0.000012066391,0.000004851685,9.3535584e-7,0.00027065084,0.000010058059,0.24763967],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990627,0.000077072495,0.00013502373,0.00021058127,0.00034440972,0.00017020525],"domain_scores_gemma":[0.9995553,0.0000066725097,0.00016681374,0.00021787907,0.000008096239,0.000045240213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008904981,0.00014679861,0.00020282182,0.00004566999,0.000115561066,0.00000233268,0.00038128166,0.00013873323,0.0033206039],"category_scores_gemma":[0.0000010728564,0.00010676004,0.000105222505,0.000101108635,0.00068357034,0.00040625027,0.000054026048,0.00014914811,0.00014345959],"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":[0.00014392188,0.00059421,0.0047793444,0.00024340881,0.00004822797,0.000008761485,0.8691754,0.003175264,0.10241796,0.00006724092,0.00222776,0.017118538],"study_design_scores_gemma":[0.0005907186,0.00012588949,0.8315546,0.000093602706,0.000065063745,0.0000016348247,0.14851752,0.00029803457,0.013527492,0.00006907105,0.0048210653,0.00033532406],"about_ca_topic_score_codex":0.017661113,"about_ca_topic_score_gemma":0.09925705,"teacher_disagreement_score":0.82677525,"about_ca_system_score_codex":0.00019117657,"about_ca_system_score_gemma":0.000008545806,"threshold_uncertainty_score":0.9975905},"labels":[],"label_agreement":null},{"id":"W2338115675","doi":"","title":"Postadolescent Novels in Contemporary German and Canadian Literature: Defining Features and Character Development of In Plüschgewittern’s and The Flying Troutmans’ Protagonists","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Narrative Theory and 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":"University of Waterloo","keywords":"German; Character (mathematics); Literature; German literature; History; Art; Linguistics; Philosophy; Mathematics","score_opus":0.013408770899945155,"score_gpt":0.20076749106268005,"score_spread":0.1873587201627349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338115675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99742514,0.0009853456,3.2132942e-7,0.00059810607,0.000038906368,0.0002829304,0.000036617577,0.0000039575607,0.00062870485],"genre_scores_gemma":[0.9789119,0.000057215762,0.000043929704,0.00004206224,0.000015008123,0.0000011682439,0.00020985836,0.000009510539,0.020709382],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99925303,0.000120409146,0.000162072,0.00021752635,0.00009635648,0.00015058208],"domain_scores_gemma":[0.99956983,0.00003262444,0.0001904729,0.000082929175,0.00006573656,0.000058386435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033266933,0.0001776868,0.00041814437,0.0004125269,0.0002815253,0.000080342266,0.00009913051,0.00009879377,0.000019816785],"category_scores_gemma":[0.0000066367215,0.00014610108,0.00003851021,0.000047437454,0.00022765115,0.00018487031,0.000030041027,0.00024461132,6.497756e-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":[0.0003923562,0.000017626557,0.004565655,0.00047080783,0.00007597262,0.00001820605,0.98133445,1.4289293e-7,0.00021968254,0.011217266,0.000024010928,0.0016638291],"study_design_scores_gemma":[0.0046081697,0.000090328576,0.21811506,0.0043044207,0.000137258,0.0000058457076,0.76776165,0.000060113238,0.00046066972,0.00090019417,0.0028822178,0.0006740647],"about_ca_topic_score_codex":0.10675243,"about_ca_topic_score_gemma":0.8622939,"teacher_disagreement_score":0.7555415,"about_ca_system_score_codex":0.00003359303,"about_ca_system_score_gemma":0.00008629002,"threshold_uncertainty_score":0.8991958},"labels":[],"label_agreement":null},{"id":"W2338730783","doi":"","title":"Interpreting Balinese Culture: Representation and Identity","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Philippine History and Culture","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":"University of Waterloo","keywords":"Identity (music); Representation (politics); Anthropology; Sociology; Aesthetics; Art; Political science; Law","score_opus":0.016703586998224055,"score_gpt":0.2637198540759162,"score_spread":0.24701626707769214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338730783","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":[0.9742079,0.00038373595,0.000007035723,0.00019381092,0.0005666912,0.00017282637,0.000012129676,0.000055919063,0.024399966],"genre_scores_gemma":[0.18611602,0.0005395452,0.00030758433,0.000016135016,0.00008569782,3.1658058e-7,0.00018534253,0.000009400109,0.81273997],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99912524,0.00013338187,0.000083866194,0.0002680355,0.00024226183,0.00014722628],"domain_scores_gemma":[0.99935156,0.000011164683,0.00022596338,0.00013585217,0.00018834748,0.00008711077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020152883,0.00012251032,0.00021244971,0.00008781155,0.00054567633,0.000026031435,0.0002839711,0.00028784169,0.0004570396],"category_scores_gemma":[0.000063532985,0.00014028174,0.000103384366,0.0001710371,0.00019381066,0.00068822573,0.00004024545,0.00018692635,0.000026096559],"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":[0.000079378784,0.00002622427,0.000521646,0.00008715646,0.00003946223,0.00001408689,0.9900538,2.7139237e-7,0.0012684512,0.0037376836,0.0028807637,0.0012910804],"study_design_scores_gemma":[0.00026004078,0.000038716684,0.0036243764,0.00020031433,0.00015486062,0.0000010478774,0.97574353,0.0000052361593,0.0002100062,0.002464385,0.017028295,0.00026920883],"about_ca_topic_score_codex":0.11267037,"about_ca_topic_score_gemma":0.43429348,"teacher_disagreement_score":0.78834,"about_ca_system_score_codex":0.00005637477,"about_ca_system_score_gemma":0.00006115215,"threshold_uncertainty_score":0.8932384},"labels":[],"label_agreement":null},{"id":"W2339149020","doi":"","title":"Squeezed In: The Intersecting Paradoxes of Care for Immigrant Informal Caregivers","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Migration and Labor 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":"Immigration; Psychology; Sociology; Social psychology; Political science; Law","score_opus":0.007485975546589946,"score_gpt":0.23191164861737779,"score_spread":0.22442567307078784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339149020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996469,0.000047447455,0.000023175855,0.0004032607,0.00025111716,0.00045994367,0.00004628117,0.000014400874,0.0022853732],"genre_scores_gemma":[0.9623252,0.00010344594,0.00020778635,0.0000142185245,0.000034431763,9.733716e-7,0.0003469074,0.0000073063366,0.036959708],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999167,0.00010882526,0.0001289668,0.00014030594,0.00026780815,0.00018708533],"domain_scores_gemma":[0.99913317,0.00010799888,0.0003079369,0.00014077353,0.00027615682,0.000033941833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003205301,0.00011475566,0.00027381626,0.00018623144,0.00029631951,0.000018455015,0.0004380148,0.0002106043,0.000039391183],"category_scores_gemma":[0.000051759092,0.000109303386,0.00018280401,0.00019599135,0.0001300115,0.00015959871,0.00001443867,0.00014599437,0.0000017762691],"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":[0.00018252015,0.00001117392,0.00039492664,0.00027774414,0.000020490237,0.0000011556892,0.99379414,0.000060898627,0.000039936764,0.003430239,0.00018725928,0.0015995189],"study_design_scores_gemma":[0.00047877603,0.0000865223,0.0010277162,0.00013196531,0.000057106317,8.3104446e-8,0.99210966,0.00018786793,0.000051922696,0.000033367076,0.005716755,0.00011824911],"about_ca_topic_score_codex":0.22888899,"about_ca_topic_score_gemma":0.95725584,"teacher_disagreement_score":0.72836685,"about_ca_system_score_codex":0.00005956416,"about_ca_system_score_gemma":0.00014410025,"threshold_uncertainty_score":0.7762459},"labels":[],"label_agreement":null},{"id":"W2339415748","doi":"","title":"Dynamics of a Three_Wheel Vehicle with Tadpole Design","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":16,"is_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":"Tadpole (physics); Dynamics (music); Engineering; Automotive engineering; Physics; Acoustics","score_opus":0.006684647358312288,"score_gpt":0.1678112066457929,"score_spread":0.16112655928748063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339415748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964134,0.00019977886,0.0011710769,0.000059934016,0.00015952521,0.00030074734,0.00008187544,0.00009277956,0.0015208776],"genre_scores_gemma":[0.9210791,0.000044003657,0.0011346447,0.0000011118974,0.000018962572,7.816674e-7,0.0002976216,0.000056467317,0.077367306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99918675,0.000027476992,0.00012863094,0.00017748629,0.0002729219,0.00020670742],"domain_scores_gemma":[0.9992517,0.000016292179,0.00015114315,0.00027875905,0.00021705437,0.00008502079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001230998,0.0002107816,0.0004685166,0.00016571606,0.000043369724,0.000010718953,0.00029808522,0.00024055161,0.000023991766],"category_scores_gemma":[0.0000021656942,0.00022889712,0.00009177696,0.00016232397,0.000045335455,0.000112010726,0.000016753409,0.00017468074,0.000011546562],"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":[0.004042386,0.00056526996,0.0046979142,0.008367374,0.004688157,0.00040177262,0.3221238,0.5431862,0.05290768,0.00579139,0.006779618,0.04644844],"study_design_scores_gemma":[0.0017779792,0.00036581905,0.0014815936,0.0004588052,0.00028999953,0.0000040608234,0.09654606,0.8976766,0.0004297319,0.00035972212,0.000076155906,0.0005334734],"about_ca_topic_score_codex":0.013125056,"about_ca_topic_score_gemma":0.08317481,"teacher_disagreement_score":0.3544904,"about_ca_system_score_codex":0.00013299401,"about_ca_system_score_gemma":0.00007998588,"threshold_uncertainty_score":0.99344665},"labels":[],"label_agreement":null},{"id":"W2339416855","doi":"","title":"A New Control Strategy for Coordinated Control of Ground Vehicle Vertical Dynamics via Control Allocation","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vehicle Dynamics and Control 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":"University of Waterloo","keywords":"Control (management); Dynamics (music); Computer science; Control theory (sociology); Engineering; Control engineering; Physics; Artificial intelligence","score_opus":0.004347651589392175,"score_gpt":0.17676816521903393,"score_spread":0.17242051362964175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339416855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64185643,0.00024370506,0.3548175,0.00028245326,0.00053260656,0.0015122148,0.00036783706,0.00016035978,0.00022691416],"genre_scores_gemma":[0.98533803,0.000015663874,0.00013438014,0.000011747865,0.00007753853,0.000005603683,0.00070120755,0.00007392121,0.0136419],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984731,0.00007897684,0.0003992598,0.0003430327,0.0002802197,0.00042539733],"domain_scores_gemma":[0.9985271,0.00016219627,0.00024587673,0.00034856424,0.00052823167,0.00018799181],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023871825,0.0003816599,0.001070557,0.00021965044,0.00010080659,0.000032745782,0.00040496624,0.00056925614,0.00003663283],"category_scores_gemma":[0.000020753856,0.00046128433,0.00031550942,0.00017441766,0.000055139815,0.00017305129,0.000008420962,0.00025476635,0.000011523783],"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":[0.014902206,0.0006533435,0.0023466516,0.008666431,0.010486064,0.00007048852,0.020815134,0.55018896,0.25822827,0.03257825,0.002664252,0.09839993],"study_design_scores_gemma":[0.0111089805,0.00040029717,0.002524029,0.00015128357,0.00075302663,0.0000020282343,0.0042529735,0.9799659,0.00012296814,0.000226943,0.0000748001,0.00041672296],"about_ca_topic_score_codex":0.020863958,"about_ca_topic_score_gemma":0.03975318,"teacher_disagreement_score":0.429777,"about_ca_system_score_codex":0.00021183485,"about_ca_system_score_gemma":0.00011607129,"threshold_uncertainty_score":0.9997839},"labels":[],"label_agreement":null},{"id":"W2339438557","doi":"","title":"An Examination of the Association of Métis Youth's Recreation Participation and Academic Retention","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Youth Development and Social Support","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":"Recreation; Association (psychology); Psychology; Political science; Gerontology; Clinical psychology; Medicine","score_opus":0.0324172595191327,"score_gpt":0.2589838395729921,"score_spread":0.22656658005385938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339438557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966308,0.000022962542,0.000006156125,0.000103357204,0.0002632888,0.00032063777,0.000025817782,0.000016866386,0.0026101083],"genre_scores_gemma":[0.9163612,0.00034785704,0.00012361248,0.0000017785321,0.000025929663,5.3340847e-7,0.00035056315,0.000007248201,0.08278126],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99855834,0.0004003174,0.00020608613,0.00017049575,0.0005088546,0.00015592105],"domain_scores_gemma":[0.99829423,0.00003512755,0.0010569437,0.00010882829,0.00045712772,0.00004770915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011505964,0.00009637193,0.00023166715,0.0001433999,0.00032937355,0.000007753557,0.00020758693,0.00051765365,0.00007652944],"category_scores_gemma":[0.00012348218,0.000104124236,0.00008109131,0.00026553177,0.000118615084,0.00043265894,0.000019933575,0.00015045832,0.0000015857075],"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":[0.000052696618,0.000037317637,0.13550682,0.00008223158,0.000044749933,1.3153506e-7,0.8511282,6.637588e-7,0.0017769753,0.0019535404,0.000026802567,0.009389849],"study_design_scores_gemma":[0.00018227744,0.00003915858,0.7564299,0.00011137477,0.00021169176,9.986343e-9,0.24091153,0.000008015353,0.0017231097,0.00026222086,0.000028633105,0.00009207001],"about_ca_topic_score_codex":0.0436724,"about_ca_topic_score_gemma":0.08693002,"teacher_disagreement_score":0.6209231,"about_ca_system_score_codex":0.0001442812,"about_ca_system_score_gemma":0.0001535594,"threshold_uncertainty_score":0.9626959},"labels":[],"label_agreement":null},{"id":"W2340368577","doi":"","title":"Spinel Oxides and Heteroatom-doped Carbon Nano-composite as Bi-functional Oxygen Electrocatalyst for Rechargeable Zinc-Air Battery","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced battery technologies research","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; University of Waterloo","keywords":"Electrocatalyst; Heteroatom; Zinc; Battery (electricity); Materials science; Spinel; Composite number; Doping; Carbon fibers; Nano-; Oxygen; Chemical engineering; Inorganic chemistry; Nanotechnology; Electrochemistry; Chemistry; Electrode; Metallurgy; Composite material; Organic chemistry; Engineering; Optoelectronics","score_opus":0.01423555736313357,"score_gpt":0.22185396556558162,"score_spread":0.20761840820244806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340368577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972787,0.00052344793,0.0001740188,0.00027639195,0.0002558242,0.00055451127,0.000070865986,0.0004279206,0.0004383345],"genre_scores_gemma":[0.8423246,0.00064020714,0.004595262,0.00002315866,0.000092422946,0.00001824563,0.0024822333,0.00017973114,0.14964415],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842316,0.00002445139,0.00017515947,0.00049925176,0.0003488367,0.0005291374],"domain_scores_gemma":[0.999033,0.000051945764,0.00011936398,0.00040764874,0.0002606337,0.0001274564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014364193,0.0003829041,0.00054171344,0.0006056002,0.00015723084,0.000025400957,0.0004287849,0.00045867037,0.000032228545],"category_scores_gemma":[0.000026383637,0.00046275876,0.00012585797,0.00028033197,0.00009603336,0.00030927875,0.00011217979,0.00040306462,0.000025380863],"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":[0.000855235,0.00006634388,0.00035178216,0.0017040112,0.0006235111,0.00004307093,0.0051474553,0.0022501077,0.97901696,0.000050590246,0.005937746,0.003953177],"study_design_scores_gemma":[0.0051735756,0.0012380726,0.005721626,0.0009564616,0.00056380883,0.00007495587,0.06268718,0.016590333,0.8930053,0.003494758,0.007633805,0.0028601172],"about_ca_topic_score_codex":0.0029988657,"about_ca_topic_score_gemma":0.0041070567,"teacher_disagreement_score":0.15495409,"about_ca_system_score_codex":0.00031606105,"about_ca_system_score_gemma":0.00008062986,"threshold_uncertainty_score":0.99978244},"labels":[],"label_agreement":null},{"id":"W2341044418","doi":"","title":"Security and Planning: A Canadian Case Study Analysis","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cybersecurity and Cyber Warfare 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":"Political science; Geography; Environmental planning","score_opus":0.014262491749781971,"score_gpt":0.2524621007590781,"score_spread":0.23819960900929613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341044418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933267,0.00026937225,1.2311484e-7,0.00041030772,0.00017613468,0.00043998478,0.000049504142,0.00003491743,0.005292919],"genre_scores_gemma":[0.8922811,0.00009276783,0.000017669983,0.000008187407,0.00003803513,7.6727014e-7,0.00007154677,0.000007795635,0.107482135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986976,0.00018366093,0.00010151986,0.0003674816,0.00030130983,0.00034846837],"domain_scores_gemma":[0.9990163,0.000050259878,0.0001538607,0.00019630218,0.00026920353,0.0003141109],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00028197974,0.0001902228,0.00047866945,0.00064702524,0.0014837085,0.00006193839,0.00023115332,0.00026038213,0.00042334961],"category_scores_gemma":[0.000032998476,0.00023527797,0.0001574569,0.00063537457,0.00022168116,0.00021560665,0.00004641376,0.00024578648,0.00001528328],"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":[0.00001330682,0.0000568226,0.026331175,0.000030896994,0.0009219546,0.00148153,0.9695022,0.000002343674,5.984844e-7,0.0001607581,0.0012101504,0.00028825813],"study_design_scores_gemma":[0.00021324193,0.00004863169,0.014894788,0.000022379952,0.0013870081,0.000002829219,0.981777,0.000012770025,7.446003e-7,0.000098339966,0.0013023326,0.00023991715],"about_ca_topic_score_codex":0.99768823,"about_ca_topic_score_gemma":0.9997948,"teacher_disagreement_score":0.10218921,"about_ca_system_score_codex":0.00013663036,"about_ca_system_score_gemma":0.00029570752,"threshold_uncertainty_score":0.99981624},"labels":[],"label_agreement":null},{"id":"W2341438906","doi":"","title":"Youth Homelessness and Social Exclusion: A \"Methods from the Margins\" Approach","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Homelessness and Social 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 exclusion; Sociology; Criminology; Political science","score_opus":0.04272105636153683,"score_gpt":0.325320033244315,"score_spread":0.2825989768827782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341438906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952591,0.0005622283,0.00006455501,0.0004483217,0.00065372535,0.00080459315,0.00023338023,0.00006813599,0.0019059809],"genre_scores_gemma":[0.80622053,0.0005717019,0.0028109539,0.00003937012,0.0005008396,0.000007850322,0.00237114,0.000067011264,0.18741062],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974125,0.0010982803,0.00024023857,0.00046800394,0.00033373837,0.00044725245],"domain_scores_gemma":[0.99844664,0.00030936653,0.000520016,0.00032212413,0.00030048232,0.000101358775],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005009463,0.00032309207,0.0010493929,0.0001087557,0.0023816593,0.000027156737,0.00055476074,0.00095006084,0.00066758285],"category_scores_gemma":[0.00001890045,0.00027139028,0.00017596518,0.0001975434,0.00020662055,0.00018311973,0.00027905835,0.00091299444,0.000064663174],"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":[0.00011731216,0.00004690718,0.0023721405,0.0005262691,0.000114493676,0.0000030784124,0.986634,3.519636e-7,0.00013412765,0.0006427775,0.00025536152,0.009153139],"study_design_scores_gemma":[0.000666227,0.000019460842,0.066286,0.00019898459,0.00023408212,1.7252244e-8,0.9311765,0.00005154431,0.000014440314,0.00033773435,0.0007342705,0.00028074722],"about_ca_topic_score_codex":0.28865924,"about_ca_topic_score_gemma":0.14625536,"teacher_disagreement_score":0.18903856,"about_ca_system_score_codex":0.000092163296,"about_ca_system_score_gemma":0.00018225922,"threshold_uncertainty_score":0.99997383},"labels":[],"label_agreement":null},{"id":"W2341442473","doi":"","title":"Vernacular Knowledge and Water Management - Towards the Integration of Expert Science and Local Knowledge in Ontario, Canada","year":2016,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Indigenous Knowledge Systems and Agriculture","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Waterloo; Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Vernacular; Traditional knowledge; Knowledge management; Environmental resource management; Geography; Computer science; Environmental science; Linguistics; Biology; Ecology; Philosophy","score_opus":0.011281996552651925,"score_gpt":0.17101141224849842,"score_spread":0.1597294156958465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341442473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99756044,0.00018623807,0.0000030145566,0.001075884,0.00007017642,0.00016948325,0.0000057573848,0.0000048825304,0.000924119],"genre_scores_gemma":[0.9743685,0.00004164866,0.000022329452,0.000007072634,0.0000143600655,4.744981e-7,0.0000023999971,4.4181598e-7,0.02554279],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993202,0.000039133043,0.00008113543,0.00020038479,0.00015793725,0.00020118507],"domain_scores_gemma":[0.99968684,0.000018434055,0.00003800122,0.000051613893,0.00014943015,0.00005570354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027688136,0.0000921909,0.00014124601,0.000021750117,0.00023835542,0.000011279417,0.00022557893,0.000044432094,0.000065754975],"category_scores_gemma":[0.000002364429,0.000025651412,0.000022809276,0.00014981463,0.00031617808,0.0001338368,0.00018341506,0.00005227407,0.0000023021971],"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":[0.00006439633,0.00014949423,0.0059872945,0.000057725636,0.000040263694,0.000023761639,0.18391187,7.987065e-7,0.5618664,0.001079034,0.0018590142,0.24495997],"study_design_scores_gemma":[0.00076040404,0.00028978012,0.6774261,0.00036266743,0.00002895672,0.000012505369,0.21177153,0.00005277334,0.060960133,0.000100851634,0.04788511,0.00034921718],"about_ca_topic_score_codex":0.9724478,"about_ca_topic_score_gemma":0.9992344,"teacher_disagreement_score":0.67143875,"about_ca_system_score_codex":0.00023011652,"about_ca_system_score_gemma":0.00006882553,"threshold_uncertainty_score":0.18332614},"labels":[],"label_agreement":null},{"id":"W2342310595","doi":"","title":"Antifungal ocular drug delivery via contact lenses using a novel in vitro eye model","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; Canadian Optometric Education Trust Fund","keywords":"Antifungal; In vitro; Medicine; Drug delivery; Drug; Antifungal drugs; Optometry; Ophthalmology; Pharmacology; Biomedical engineering; Materials science; Chemistry; Nanotechnology; Dermatology","score_opus":0.01311304228870505,"score_gpt":0.22184610373692706,"score_spread":0.208733061448222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342310595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980245,0.00037089663,0.000267456,0.0002768683,0.00018388768,0.00044654723,0.00010259314,0.000048749396,0.00027849732],"genre_scores_gemma":[0.87258524,0.00019488437,0.0027871104,0.000044982746,0.00003758685,3.1251284e-7,0.00036115473,0.000055868,0.12393287],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983453,0.00004504696,0.00021171728,0.0005121136,0.00042172518,0.00046406873],"domain_scores_gemma":[0.9988424,0.000026656455,0.00026685852,0.00043913047,0.00026831336,0.00015665242],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015440657,0.00037243433,0.0008614195,0.00049145176,0.0001327014,0.000013194921,0.0002222543,0.00039985994,0.00010875098],"category_scores_gemma":[0.000010820873,0.0003828102,0.00038639907,0.0001710859,0.000054974298,0.00032409132,0.000059031892,0.00037495155,0.000037836762],"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":[0.0021115819,0.00021497664,0.0045313244,0.00044627793,0.00027351844,0.00027183743,0.01755276,0.000044266828,0.9733587,0.000017809156,0.000025114648,0.001151843],"study_design_scores_gemma":[0.02364318,0.0007757539,0.045503102,0.008772395,0.004413832,0.000033965025,0.17828189,0.04980461,0.6847121,0.0001926138,0.0005903962,0.0032761525],"about_ca_topic_score_codex":0.04101542,"about_ca_topic_score_gemma":0.015301357,"teacher_disagreement_score":0.28864658,"about_ca_system_score_codex":0.0002645575,"about_ca_system_score_gemma":0.0003744543,"threshold_uncertainty_score":0.9998624},"labels":[],"label_agreement":null},{"id":"W2344793249","doi":"","title":"Three Papers on the Effects of Competition in Engery Markets","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Merger and Competition Analysis","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":"Competition (biology); Economics; Business; Biology","score_opus":0.008846801160551756,"score_gpt":0.16431337682150216,"score_spread":0.1554665756609504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344793249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98037815,0.00027240432,0.0000079448655,0.00045908778,0.000270885,0.00021992504,0.00003177532,0.000009872686,0.018349929],"genre_scores_gemma":[0.8989365,0.0007683793,0.00005941355,0.00004058054,0.000017881543,0.000002110964,0.0002100019,0.000015760268,0.099949375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99927586,0.000033801756,0.0002167131,0.00026176844,0.000068219444,0.00014363595],"domain_scores_gemma":[0.99905854,0.00013205141,0.00042781123,0.0003033964,0.000042414096,0.000035788617],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019630506,0.00014899214,0.00047731423,0.0004703136,0.00006701624,0.000010643931,0.00027562073,0.00015866738,0.003442594],"category_scores_gemma":[0.000035130422,0.00015813168,0.00023801635,0.0002421096,0.000050371913,0.00007735529,0.000022625585,0.00018206185,0.0002613445],"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":[0.00080775225,0.0013201201,0.036935914,0.004533278,0.0016178722,0.00006625942,0.10485001,0.00012405304,0.0063900882,0.8249835,0.0116159655,0.006755204],"study_design_scores_gemma":[0.0019806374,0.0003638741,0.9121927,0.0014162037,0.00018303368,6.730917e-7,0.058937423,0.0011420726,0.002073376,0.016553067,0.004163049,0.0009938849],"about_ca_topic_score_codex":0.0140452385,"about_ca_topic_score_gemma":0.023540452,"teacher_disagreement_score":0.8752568,"about_ca_system_score_codex":0.000052052932,"about_ca_system_score_gemma":0.000012864281,"threshold_uncertainty_score":0.9974684},"labels":[],"label_agreement":null},{"id":"W2345638299","doi":"","title":"Risk Factors for Marijuana Use among Russian and Canadian Adolescents: a Comparative Analysis","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Substance Abuse Treatment and 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":"Cannabis; Psychology; Environmental health; Peer influence; Population; Peer group; Peer pressure; Substance abuse; Demography; Medicine; Geography; Developmental psychology; Social psychology; Psychiatry; Sociology","score_opus":0.02060855959020213,"score_gpt":0.25190290573945473,"score_spread":0.2312943461492526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345638299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99877775,0.00009732613,0.000010526044,0.00005181883,0.00008480364,0.00063780823,0.00013220405,0.000027604408,0.00018016214],"genre_scores_gemma":[0.87416035,0.00013521603,0.00052595796,0.0000104664905,0.000013280954,4.4274023e-7,0.00235062,0.000015164954,0.122788504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989808,0.000027208178,0.00012537546,0.00035602733,0.00018638081,0.00032417756],"domain_scores_gemma":[0.9989546,0.0000727599,0.00024791397,0.00024301969,0.00013396375,0.00034777622],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000069032445,0.00028355894,0.0008020086,0.0011472228,0.00023703989,0.000019706658,0.00009623457,0.00028667058,0.00009215776],"category_scores_gemma":[0.00001471373,0.0002755385,0.00036534658,0.00043388965,0.0000997992,0.0002008775,0.000008762158,0.00018609235,0.0000043724613],"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":[0.00050348305,0.000045613346,0.8792881,0.00007868209,0.002375787,0.000043653123,0.117267564,0.000004677426,0.000008036278,0.000020600039,0.00017583036,0.00018800933],"study_design_scores_gemma":[0.0013462935,0.00008598991,0.78888863,0.00016906348,0.0060870303,2.552797e-7,0.20294747,0.00011149105,0.00010404056,0.0000053969225,0.00006279746,0.00019152022],"about_ca_topic_score_codex":0.7732243,"about_ca_topic_score_gemma":0.9930099,"teacher_disagreement_score":0.21978565,"about_ca_system_score_codex":0.0002412317,"about_ca_system_score_gemma":0.000111110305,"threshold_uncertainty_score":0.99996966},"labels":[],"label_agreement":null},{"id":"W2345690354","doi":"","title":"Provocation of the Non-Place [A Place for Alienation]","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Middle East Politics and Society","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":"Alienation; Place making; Provocation test; Place attachment; Place identity; Aging in place; Psychology; Political science; Social psychology; Medicine; Engineering; Architectural engineering; Law; Civil engineering; Gerontology; Alternative medicine; Urban planning","score_opus":0.01114705289517701,"score_gpt":0.23789437065143135,"score_spread":0.22674731775625434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345690354","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":[0.98837554,0.00003761254,0.000036202353,0.0029579091,0.00039751618,0.0008601006,0.00006535959,0.000019125191,0.0072506187],"genre_scores_gemma":[0.2643848,0.00006877744,0.0006208572,0.000023558458,0.00007531051,9.753408e-7,0.00015133874,0.000009713503,0.7346647],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990448,0.000075657925,0.000110667315,0.00018474742,0.00037604725,0.00020809869],"domain_scores_gemma":[0.99886304,0.000060350394,0.0003833298,0.000196887,0.0004394097,0.000056996967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037579858,0.00011027421,0.00021251,0.00006187124,0.0005362734,0.000016094684,0.0004517644,0.0002741694,0.00003864822],"category_scores_gemma":[0.000061663595,0.00010704235,0.00022779212,0.00018305583,0.00015605713,0.00012993306,0.000018638842,0.0001122201,0.0000040444074],"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":[0.0000776602,0.00010603509,0.00020154513,0.00031606088,0.00006910312,2.868965e-7,0.9540716,0.00006944824,0.00063719094,0.03402046,0.008369869,0.0020607675],"study_design_scores_gemma":[0.0008291444,0.00010821993,0.009658867,0.00028192124,0.00022363232,1.290696e-7,0.95714957,0.00044225669,0.0019390688,0.0025046773,0.026537886,0.00032464066],"about_ca_topic_score_codex":0.052794375,"about_ca_topic_score_gemma":0.20482576,"teacher_disagreement_score":0.7274141,"about_ca_system_score_codex":0.0001262323,"about_ca_system_score_gemma":0.00046069443,"threshold_uncertainty_score":0.95351315},"labels":[],"label_agreement":null},{"id":"W2345813927","doi":"","title":"Event History Analysis in Longitudinal Cohort Studies with Intermittent Inspection Times","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Event (particle physics); History; Cohort; Aeronautics; Statistics; Engineering; Mathematics; Physics","score_opus":0.0530679014943403,"score_gpt":0.3110483358790242,"score_spread":0.2579804343846839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345813927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970446,0.00028388956,0.0008471758,0.0001052247,0.000120045486,0.0003875243,0.0000117300015,0.00020488676,0.0009948928],"genre_scores_gemma":[0.6433251,0.00072463317,0.006530123,0.000004116767,0.000023266224,0.0000057507136,0.000113925336,0.000039911418,0.3492332],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871695,0.0000700466,0.00021709948,0.00044716417,0.00032898036,0.00021976864],"domain_scores_gemma":[0.99858475,0.00010510302,0.00053108926,0.0003953757,0.0003345674,0.000049095594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021928054,0.00029124232,0.0008343859,0.0009442968,0.00007032511,0.000004274559,0.0002502684,0.00019606111,0.00021816054],"category_scores_gemma":[0.000048396894,0.0002539666,0.00020434594,0.00030110517,0.0001744669,0.00025140357,0.00006198037,0.00023811786,0.000010622044],"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":[0.0040114126,0.0018737165,0.38410795,0.004758181,0.034173224,0.0011858884,0.48933837,0.0001111465,0.0045241266,0.0435741,0.02075445,0.011587423],"study_design_scores_gemma":[0.0029429558,0.0019477091,0.40744385,0.0069344165,0.017434394,0.0000188074,0.47674507,0.0002406703,0.008567027,0.07396456,0.0005816027,0.003178934],"about_ca_topic_score_codex":0.0050917375,"about_ca_topic_score_gemma":0.111464806,"teacher_disagreement_score":0.35371956,"about_ca_system_score_codex":0.0013936232,"about_ca_system_score_gemma":0.0000814247,"threshold_uncertainty_score":0.99999124},"labels":[],"label_agreement":null},{"id":"W2348672795","doi":"","title":"Autopsy: Redesigning Urban Transportation","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Autopsy Techniques 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":"Engineering; Transport engineering; Medicine","score_opus":0.009983258122100923,"score_gpt":0.2261463913087783,"score_spread":0.21616313318667738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348672795","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":[0.99617743,0.00006907602,0.00007994042,0.00063251617,0.00026806854,0.00039200843,0.00002677561,0.0002296427,0.0021245473],"genre_scores_gemma":[0.18004514,0.00010723746,0.015955782,0.00004091438,0.00007367134,6.760398e-7,0.0020778894,0.000050132272,0.80164856],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990282,0.000016437543,0.00015260719,0.00031047632,0.00028161803,0.00021064673],"domain_scores_gemma":[0.9991292,0.000016905375,0.00026548366,0.0003137197,0.00016339481,0.000111307294],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000101374026,0.00022409899,0.0005205086,0.0002644739,0.00012026304,0.000007726465,0.00016657166,0.00060251297,0.00059725455],"category_scores_gemma":[0.000009339355,0.0002461414,0.00027220638,0.00014504266,0.00005865917,0.00011221479,0.0000062643576,0.00052996975,0.000024577741],"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":[0.0026866319,0.0005266161,0.04643524,0.004188533,0.0008460854,0.0011341188,0.56349367,0.0000047844696,0.31049168,0.0035843665,0.033178106,0.033430174],"study_design_scores_gemma":[0.003688201,0.0009801562,0.7202844,0.0019021304,0.0026479338,0.00002286992,0.1689978,0.00018182168,0.07784734,0.0004712613,0.021693246,0.0012828412],"about_ca_topic_score_codex":0.0112893,"about_ca_topic_score_gemma":0.017134411,"teacher_disagreement_score":0.8161323,"about_ca_system_score_codex":0.00005184216,"about_ca_system_score_gemma":0.00012657157,"threshold_uncertainty_score":0.9999991},"labels":[],"label_agreement":null},{"id":"W2348801839","doi":"","title":"Patterns and Behavioural Outcomes of Antipsychotic Use among Nursing Home Residents: a Canadian and Swiss Comparison","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Antipsychotic; Nursing homes; Gerontology; Medicine; Psychology; Nursing; Psychiatry; Family medicine; Schizophrenia (object-oriented programming)","score_opus":0.029826464568908344,"score_gpt":0.3054742267509377,"score_spread":0.27564776218202935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348801839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99774015,0.00019295407,0.0000018781486,0.0005532636,0.0007505987,0.00045082992,0.0002058183,0.000025888661,0.000078629906],"genre_scores_gemma":[0.92438984,0.000084752995,0.00013429938,0.0000059323575,0.000019172034,4.2668754e-7,0.00063458487,0.000026610793,0.074704364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985998,0.00014578481,0.00028614665,0.00032847715,0.00022642835,0.00041331217],"domain_scores_gemma":[0.9987649,0.00009866005,0.00047425984,0.00024687388,0.00019504897,0.00022025955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000119696095,0.00024194166,0.0007315303,0.00062860415,0.0004777345,0.00001740723,0.0001551197,0.00045837602,0.00005697583],"category_scores_gemma":[0.000011469642,0.00027331238,0.00009576061,0.00014323351,0.000118628384,0.0002370624,0.000023507864,0.00041601784,0.00000299497],"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":[0.00009973076,0.000040587624,0.8748127,0.0004012094,0.000047902657,0.000016665712,0.12076621,5.6483077e-7,0.000036979967,0.000011948687,0.0032589156,0.00050653965],"study_design_scores_gemma":[0.00069990713,0.000060896506,0.77441007,0.001099087,0.0003001142,7.044151e-7,0.22317216,0.000009341161,0.000010940993,0.000036577825,0.000010772229,0.00018944405],"about_ca_topic_score_codex":0.97519666,"about_ca_topic_score_gemma":0.98197633,"teacher_disagreement_score":0.10240595,"about_ca_system_score_codex":0.00017353983,"about_ca_system_score_gemma":0.0001653313,"threshold_uncertainty_score":0.9999719},"labels":[],"label_agreement":null},{"id":"W2351053953","doi":"","title":"Direct Method of Generating Floor Response Spectra","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Structural Health Monitoring Techniques","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; University Network of Excellence in Nuclear Engineering","keywords":"Spectral line; Mathematics; Physics; Astronomy","score_opus":0.012050594343125583,"score_gpt":0.2515261052476738,"score_spread":0.23947551090454824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351053953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99776167,0.00016905682,0.00024078086,0.00005378066,0.0006353402,0.00020823292,0.00005851729,0.00036024163,0.00051236193],"genre_scores_gemma":[0.43474078,0.0006050022,0.36665037,0.0000044294125,0.00032884013,0.0000021562105,0.00013762692,0.00017841249,0.19735236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989956,0.00011880508,0.00017986064,0.0002326566,0.00021750717,0.00025554243],"domain_scores_gemma":[0.9991844,0.00011598712,0.00017065636,0.00033283816,0.00012048814,0.00007562948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000302632,0.00023298396,0.0004792022,0.00032648953,0.000086108565,0.0000056180997,0.00031385358,0.00031002107,0.00013447618],"category_scores_gemma":[0.00003356142,0.00024493935,0.00013955288,0.0001502512,0.000032351512,0.0001153442,0.000028175842,0.00019811574,0.000010357287],"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":[0.0010488826,0.0000139936565,0.000102016245,0.0020253065,0.00021852949,0.00004090642,0.059434723,0.00024529404,0.8486327,0.00004911004,0.0014003796,0.086788155],"study_design_scores_gemma":[0.00047672592,0.00019314101,0.014816855,0.0010845116,0.00013527935,0.000005308608,0.012503749,0.0012007924,0.9684233,0.00013252004,0.00047227074,0.0005555644],"about_ca_topic_score_codex":0.0068179895,"about_ca_topic_score_gemma":0.0017269232,"teacher_disagreement_score":0.5630209,"about_ca_system_score_codex":0.000167559,"about_ca_system_score_gemma":0.00005410144,"threshold_uncertainty_score":0.9997957},"labels":[],"label_agreement":null},{"id":"W2353862701","doi":"","title":"The Mind of Modernity: Canadian Bilateral Foreign Assistance to India, 1950-60","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Canadian Identity and History","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":"Modernity; Political science; Law","score_opus":0.00795780226241087,"score_gpt":0.19440092982207363,"score_spread":0.18644312755966275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353862701","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":[0.95349133,0.00011201814,0.0000023080977,0.0016581796,0.0004759079,0.0002885241,0.00015998688,0.000009779281,0.043801956],"genre_scores_gemma":[0.29565576,0.000095625765,0.00009722323,0.000033047887,0.00005670196,4.6761525e-7,0.000082387254,0.000012362213,0.70396644],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987796,0.000106250336,0.00011859748,0.00023606859,0.00037748524,0.00038198108],"domain_scores_gemma":[0.99886745,0.000045137345,0.00021751081,0.00026619842,0.00022086274,0.00038286054],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034640284,0.00012154826,0.00027291657,0.0007147537,0.001676391,0.000106498825,0.00064910523,0.00028196067,0.00041979112],"category_scores_gemma":[0.000043250137,0.00015489882,0.0001504859,0.0002783347,0.00042215083,0.00014674188,0.000019493196,0.0001885075,0.00008786336],"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":[0.00016375301,0.000028506329,0.0013681055,0.00016946967,0.00014324376,0.00006106149,0.936134,0.000035599107,0.00013096581,0.008673244,0.031519104,0.02157297],"study_design_scores_gemma":[0.00022599372,0.000062147956,0.022297673,0.00015351854,0.00011361281,2.7828358e-7,0.28387052,0.000014196206,0.0000307443,0.00059470057,0.69228685,0.00034978538],"about_ca_topic_score_codex":0.99804074,"about_ca_topic_score_gemma":0.9999847,"teacher_disagreement_score":0.66076773,"about_ca_system_score_codex":0.00088023307,"about_ca_system_score_gemma":0.0018588769,"threshold_uncertainty_score":0.9996233},"labels":[],"label_agreement":null},{"id":"W2355862796","doi":"","title":"Actuarial Ratemaking in Agricultural Insurance","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Insurance and Financial Risk Management","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":"Agriculture; Actuarial science; Crop insurance; Business; Economics; Agricultural economics; Agricultural science; Geography; Environmental science; Archaeology","score_opus":0.01779905863045633,"score_gpt":0.1958305814128,"score_spread":0.17803152278234366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2355862796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97689867,0.00067874056,0.0000053993763,0.00016775123,0.001031876,0.00029276722,0.00012149181,0.000024860392,0.020778438],"genre_scores_gemma":[0.82426006,0.0003359759,0.00020723866,0.000010463509,0.00008394563,0.0000011151866,0.00031419433,0.000018995235,0.17476799],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99887085,0.000016518843,0.0003098938,0.0004215834,0.00008079046,0.00030039184],"domain_scores_gemma":[0.9990241,0.000010160904,0.000585916,0.0002389473,0.00008871799,0.000052172727],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029534998,0.00022403161,0.00066780654,0.00040309466,0.0000916767,0.000027635762,0.00038145625,0.00029739732,0.00012303499],"category_scores_gemma":[0.000026332833,0.00028014145,0.00016220214,0.00034547708,0.000038510585,0.00035624809,0.00004994904,0.00026617086,0.0003745718],"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":[0.0023210144,0.0009126771,0.119449764,0.0022091994,0.0005911865,0.0004218025,0.658847,0.001151365,0.0005511859,0.1696439,0.023159891,0.020741034],"study_design_scores_gemma":[0.0028689313,0.00017192424,0.8697658,0.00042084965,0.00003245181,0.0000011838353,0.09717947,0.00010763493,0.00010155961,0.014643122,0.013677806,0.0010292268],"about_ca_topic_score_codex":0.041870613,"about_ca_topic_score_gemma":0.07089497,"teacher_disagreement_score":0.7503161,"about_ca_system_score_codex":0.00019804692,"about_ca_system_score_gemma":0.000037166206,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W2374052057","doi":"","title":"On Techno-economic Evaluation of Wind-based DG","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sultan Qaboos University","keywords":"Wind power; Environmental science; Engineering; Electrical engineering","score_opus":0.007296481780525127,"score_gpt":0.19990043490010417,"score_spread":0.19260395311957904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2374052057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997355,0.000059007692,0.000044270997,0.000051339706,0.00036481413,0.00020580515,0.00004229763,0.00009687169,0.001780586],"genre_scores_gemma":[0.9830284,0.000019823925,0.0005066603,0.0000017535987,0.000015818043,3.5322975e-7,0.00043182637,0.000037685437,0.015957681],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991,0.00003225829,0.00014553964,0.00021683383,0.0003615361,0.00014380875],"domain_scores_gemma":[0.9992692,0.000027654214,0.00015220216,0.00037345296,0.00012749023,0.00005003527],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024978913,0.00020721277,0.0003517727,0.00044233399,0.000051326642,0.0000053839817,0.00033179967,0.00042720322,0.001210648],"category_scores_gemma":[0.000006792777,0.0002459235,0.00020265143,0.00011103615,0.000045585,0.000087883076,0.000008252386,0.00032906563,0.00006394743],"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":[0.00040552753,0.00016706395,0.00017326955,0.0011917854,0.0006330871,0.0000076078672,0.026590304,0.60485685,0.33105764,0.0003384601,0.0008458915,0.033732522],"study_design_scores_gemma":[0.0037239676,0.00032473798,0.008180503,0.0013610516,0.002861823,9.499565e-7,0.025327554,0.44529134,0.50949234,0.001193572,0.00089702994,0.0013451186],"about_ca_topic_score_codex":0.0036316416,"about_ca_topic_score_gemma":0.012679674,"teacher_disagreement_score":0.1784347,"about_ca_system_score_codex":0.0001445046,"about_ca_system_score_gemma":0.00007705944,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W2376407046","doi":"","title":"Simulation of Vortex Interactions With a Solid Wall Using Adaptive Mesh Refinement","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fluid Dynamics and Vibration 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","keywords":"Adaptive mesh refinement; Vortex; Materials science; Mechanical engineering; Aerospace engineering; Mechanics; Computer science; Statistical physics; Physics; Computational science; Engineering","score_opus":0.01119582043454062,"score_gpt":0.21734544168168346,"score_spread":0.20614962124714284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2376407046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801269,0.000023246432,0.018752215,0.000043834785,0.0001100579,0.00013719453,0.000055223452,0.00005127303,0.00070002396],"genre_scores_gemma":[0.9486699,0.0000435353,0.0027361289,0.0000021010208,0.0000136547405,2.0921519e-7,0.00026700785,0.000028707036,0.04823877],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993848,0.000016539225,0.00014351073,0.0001603537,0.00017841591,0.00011633059],"domain_scores_gemma":[0.99933475,0.000026054353,0.00018162058,0.00018328898,0.00023102624,0.000043234602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039041883,0.00016093948,0.00030264168,0.00033542886,0.000075286036,0.000008227862,0.00011154088,0.00010303075,0.00028582625],"category_scores_gemma":[0.0000031788782,0.00015788437,0.00012056352,0.00016258574,0.000026780473,0.00019562905,0.000013292482,0.00009629928,0.0000073241836],"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":[0.0002750428,0.000053090058,0.000082974424,0.00022621673,0.0008912205,0.0000065959634,0.025275266,0.9409937,0.030255347,0.00024664443,0.00007785087,0.0016160404],"study_design_scores_gemma":[0.0003531946,0.0000668964,0.00044444643,0.00030661607,0.00034794406,3.3560607e-7,0.018284203,0.97848517,0.001424001,0.000021855583,0.00006613054,0.0001992029],"about_ca_topic_score_codex":0.0050423606,"about_ca_topic_score_gemma":0.040719125,"teacher_disagreement_score":0.047538742,"about_ca_system_score_codex":0.00011942076,"about_ca_system_score_gemma":0.000031068008,"threshold_uncertainty_score":0.97678524},"labels":[],"label_agreement":null},{"id":"W2379846435","doi":"","title":"Long-lived Anatexis in the Exhumed Middle Crust from the Torngat Orogen and Eastern Core Zone: Constraints from Geochronology, Petrochronology, and Phase Equilibria Modeling","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary 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":"Geochronology; Anatexis; Geology; Crust; Core (optical fiber); Phase (matter); Geochemistry; Petrology; Physics; Partial melting","score_opus":0.028307397985729704,"score_gpt":0.20988921328747703,"score_spread":0.18158181530174733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379846435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99526536,0.0021032547,0.000020784986,0.0015351613,0.000077151664,0.00018965601,0.000587962,0.000016310383,0.00020434246],"genre_scores_gemma":[0.9946164,0.0004422176,0.00018033519,0.0000655574,0.000045796027,2.5757637e-7,0.0022264144,0.000003378773,0.0024196485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986717,0.00015860992,0.00017018264,0.0005083508,0.00017680094,0.00031434337],"domain_scores_gemma":[0.9990867,0.00033515904,0.00017083409,0.00025009018,0.000058824473,0.00009839505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016201547,0.00025058456,0.0004458527,0.000076257864,0.00022297834,0.000034922152,0.0005098473,0.00031795882,0.0049549835],"category_scores_gemma":[0.00003250257,0.00015016118,0.00009866059,0.00010942091,0.0007009344,0.00013574473,0.00006270504,0.0003029367,0.000054210406],"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":[0.0018006084,0.00018128932,0.80974966,0.000113893715,0.0008494872,0.00036368286,0.093247,0.00016987663,0.005697082,0.000039316994,0.00020414745,0.08758398],"study_design_scores_gemma":[0.0055394867,0.0004774043,0.58884543,0.00043341663,0.0010260044,0.000017223134,0.33009425,0.06295842,0.00027993458,0.009275098,0.000094816314,0.0009585179],"about_ca_topic_score_codex":0.2952557,"about_ca_topic_score_gemma":0.53904396,"teacher_disagreement_score":0.24378826,"about_ca_system_score_codex":0.0000074126674,"about_ca_system_score_gemma":0.00003681944,"threshold_uncertainty_score":0.99595463},"labels":[],"label_agreement":null},{"id":"W2380091297","doi":"","title":"The Association of the Social Relationships CAP with Depression in Psychiatric In-patients: An Outcome Study","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Association (psychology); Depression (economics); Psychiatry; Outcome (game theory); Psychology; Medicine; Clinical psychology; Psychotherapist","score_opus":0.01803715573258912,"score_gpt":0.29363454506007153,"score_spread":0.2755973893274824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2380091297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997358,0.000019901529,6.8471664e-8,0.0002824287,0.00064137706,0.0010792821,0.000016099624,0.000008306711,0.0005945295],"genre_scores_gemma":[0.9397652,0.0000027269266,0.000017981467,0.0000038680223,0.000018387524,0.0000036729955,0.00013047332,0.000012472586,0.06004518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985378,0.00045717164,0.00023074332,0.00024166024,0.00033451672,0.00019815844],"domain_scores_gemma":[0.9987858,0.00008821411,0.0007314731,0.0002680895,0.00009877494,0.000027658243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004271066,0.0001433115,0.0002592039,0.0002064782,0.0005723974,0.000010248245,0.00037624483,0.00031713507,0.0000449285],"category_scores_gemma":[0.000012696989,0.00009849208,0.00006179458,0.00037112867,0.000032608765,0.0001531958,0.000029750601,0.0006059214,0.0000073455867],"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":[0.00060051377,0.00079935836,0.8754627,0.00003085007,0.000032835847,0.0000011093753,0.12215754,0.0000014146823,0.0000025395354,0.00005558131,0.00006491762,0.0007906263],"study_design_scores_gemma":[0.002296315,0.00016561494,0.82405007,0.000026635893,0.00007892564,4.160364e-8,0.17325585,0.0000019466913,0.0000033362803,0.000034224864,0.000008919905,0.0000781192],"about_ca_topic_score_codex":0.044317015,"about_ca_topic_score_gemma":0.6952941,"teacher_disagreement_score":0.6509771,"about_ca_system_score_codex":0.00017650178,"about_ca_system_score_gemma":0.000031321422,"threshold_uncertainty_score":0.962047},"labels":[],"label_agreement":null},{"id":"W2383365398","doi":"","title":"An Analysis of the Initial Contact Characteristics and Recidivism of Offenders with a Serious Mental Illness","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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 illness; Recidivism; Criminalization; Mentally ill; Psychiatry; Stigma (botany); Referral; Forensic psychiatry; Mental health; Psychology; Medicine; Criminology; Family medicine","score_opus":0.016966409535566534,"score_gpt":0.2534275557666952,"score_spread":0.23646114623112865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2383365398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99082273,0.00004780264,0.000008027439,0.000046338988,0.00714245,0.00036626883,0.0004794212,0.000019652223,0.0010673262],"genre_scores_gemma":[0.9897571,0.000027668319,0.00013767916,0.000013512009,0.00004920469,7.495927e-7,0.00058979605,0.00003488744,0.009389412],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985071,0.0001904305,0.00027270595,0.0004561678,0.00031543823,0.00025814588],"domain_scores_gemma":[0.997935,0.00003663481,0.001094794,0.00066650094,0.00016348797,0.00010357964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016400164,0.0003098448,0.00089480635,0.000558113,0.00013723165,0.000008278001,0.0005144782,0.00031408848,0.0003060874],"category_scores_gemma":[0.0000052655014,0.00027607358,0.00022311606,0.00049206405,0.0003127617,0.00014261084,0.00004558936,0.0002584685,0.0000025139782],"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":[0.006537904,0.0007796033,0.081346825,0.00040311864,0.0076891193,0.000053599037,0.8844008,0.0000029809198,0.0073476164,0.0010994601,0.0012507454,0.009088263],"study_design_scores_gemma":[0.0015143757,0.0008377551,0.68600255,0.00020948019,0.0032328106,0.000009067878,0.3070793,0.000042700725,0.0005573589,0.000026085743,0.00011449578,0.00037403044],"about_ca_topic_score_codex":0.030939704,"about_ca_topic_score_gemma":0.04635252,"teacher_disagreement_score":0.6046557,"about_ca_system_score_codex":0.00004138021,"about_ca_system_score_gemma":0.000068434136,"threshold_uncertainty_score":0.9999691},"labels":[],"label_agreement":null},{"id":"W2391265413","doi":"","title":"Impacts of the Introduction of an Express Transit Service in Waterloo Region","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Transportation Planning and Optimization","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":"Transport engineering; Transit (satellite); Service (business); Geography; Regional science; Telecommunications; Public transport; Computer science; Business; Engineering; Marketing","score_opus":0.011553560352971982,"score_gpt":0.21636202615455066,"score_spread":0.2048084658015787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391265413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979841,0.000029870918,0.0000129806085,0.0012985175,0.00023503136,0.00024693806,0.000025243788,0.000021490145,0.00014582791],"genre_scores_gemma":[0.9708971,0.00027289666,0.0004404798,0.000007636075,0.000051884057,2.8814583e-7,0.0005906991,0.000012757902,0.027726289],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99888706,0.00018212751,0.00018992618,0.0002171714,0.00036366054,0.00016006659],"domain_scores_gemma":[0.9989692,0.000017805109,0.00041058665,0.00022063871,0.00033053607,0.00005125544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018353091,0.0001221796,0.00028369133,0.00022896398,0.00019218336,0.000005668115,0.0003415413,0.00027755753,0.000041779254],"category_scores_gemma":[0.000012910239,0.00012271244,0.00009647055,0.0005077331,0.00013711593,0.00039790195,0.0000052727437,0.00015447717,0.0000010137438],"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":[0.0003769872,0.000119114164,0.0048558787,0.0003049824,0.000027789058,0.000005832797,0.98338854,0.0053660423,0.0046696616,0.00017244236,0.0002697237,0.00044298155],"study_design_scores_gemma":[0.0011227143,0.00012618267,0.17234282,0.00048572285,0.00016556197,0.0000015742097,0.81183517,0.00024772427,0.012672145,0.00009662876,0.0005909396,0.0003128486],"about_ca_topic_score_codex":0.3030809,"about_ca_topic_score_gemma":0.57851404,"teacher_disagreement_score":0.27543315,"about_ca_system_score_codex":0.000049333154,"about_ca_system_score_gemma":0.00016164946,"threshold_uncertainty_score":0.70155996},"labels":[],"label_agreement":null},{"id":"W2395022301","doi":"","title":"Evaluation of Stable Chlorine and Bromine Isotopes in Sedimentary Formation Fluids","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seawater; Bromine; Halide; Bromide; Isotopes of chlorine; Chlorine; Chloride; Paleozoic; Chemistry; Isotope; Sedimentary rock; Gas chromatography; Mass spectrometry; Stable isotope ratio; Isotope analysis; Mineralogy; Geology; Analytical Chemistry (journal); Environmental chemistry; Inorganic chemistry; Chromatography; Geochemistry; Oceanography; Organic chemistry","score_opus":0.011582909650130582,"score_gpt":0.20826675449670806,"score_spread":0.19668384484657747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2395022301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978069,0.00008360277,0.00000414951,0.000115082905,0.000062304156,0.00032408087,0.000010019645,0.000006424045,0.0015874542],"genre_scores_gemma":[0.9351096,0.00081039575,0.0010241319,0.000012501775,0.000009868824,0.0000017827423,0.00054455607,0.000012442899,0.06247468],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988375,0.00010725758,0.00017095373,0.00022681804,0.0005069757,0.00015055074],"domain_scores_gemma":[0.9994774,0.00001922303,0.00023416354,0.00017373772,0.00006333247,0.00003218605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005240265,0.000127213,0.0003008436,0.00021113276,0.00007201867,0.000002884175,0.00016990231,0.0001422584,0.0016168657],"category_scores_gemma":[0.000016605747,0.00015131252,0.000051855448,0.00022520447,0.00011138478,0.00044793304,0.00008756681,0.00010061751,0.000029342063],"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":[0.0010548906,0.0011336599,0.20496781,0.0007111991,0.00057745504,0.00006633923,0.47433794,0.0148331495,0.22516747,0.000058643796,0.011498615,0.065592825],"study_design_scores_gemma":[0.004393464,0.00051642,0.75352013,0.00019599944,0.0012241108,0.000011111683,0.1423976,0.036528096,0.058981963,0.00041499824,0.0011202043,0.0006958909],"about_ca_topic_score_codex":0.06688145,"about_ca_topic_score_gemma":0.20595576,"teacher_disagreement_score":0.54855233,"about_ca_system_score_codex":0.00029744545,"about_ca_system_score_gemma":0.000028392085,"threshold_uncertainty_score":0.9992958},"labels":[],"label_agreement":null},{"id":"W2397002964","doi":"","title":"Bounded Control of the Kuramoto-Sivashinsky equation","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Stability and Controllability of Differential Equations","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":"University of Waterloo","keywords":"Bounded function; Mathematics; Control (management); Mathematical analysis; Computer science; Artificial intelligence","score_opus":0.008443178903089424,"score_gpt":0.17243045809053137,"score_spread":0.16398727918744194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397002964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966164,0.000105481726,0.0008345413,0.00034494133,0.0005718025,0.0007383033,0.000080854305,0.000082803585,0.0006248378],"genre_scores_gemma":[0.9632078,0.000027274102,0.00015480851,0.0000053308713,0.00002523144,0.0000021856524,0.00014562282,0.00002219047,0.03640959],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99895346,0.00008112054,0.00022732948,0.00020355992,0.00033520017,0.00019931525],"domain_scores_gemma":[0.99887645,0.00010730043,0.00020919752,0.00048441268,0.00026809514,0.000054520744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001168675,0.00021589173,0.00045823146,0.000121984376,0.00014558015,0.000022051607,0.0004644926,0.00030362865,0.0005133945],"category_scores_gemma":[0.000055933288,0.00021100281,0.0003309209,0.00017794518,0.00013185637,0.00019804196,0.000023402794,0.0002461064,0.00003809611],"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":[0.0010779769,0.0010468013,0.0048370287,0.008382596,0.0039594136,0.000004188333,0.51615095,0.0231819,0.3730375,0.018242933,0.0029656375,0.047113083],"study_design_scores_gemma":[0.013317243,0.00060752523,0.28116897,0.0015834621,0.0037752967,0.0000021014766,0.35805005,0.2776633,0.03733259,0.022390703,0.0013744753,0.002734298],"about_ca_topic_score_codex":0.009841514,"about_ca_topic_score_gemma":0.02801268,"teacher_disagreement_score":0.3357049,"about_ca_system_score_codex":0.00009344841,"about_ca_system_score_gemma":0.00007219322,"threshold_uncertainty_score":0.996752},"labels":[],"label_agreement":null},{"id":"W2398963314","doi":"","title":"Investigating the Influences of Tree Coverage and Road Network Density on Property Crime: A Case Study in the City of Vancouver, British Columbia, Canada","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Forest 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":"Geography; Property (philosophy); Property crime; Tree (set theory); Criminology; Transport engineering; Genealogy; Regional science; Cartography; Engineering; History; Sociology; Mathematics; Violent crime; Combinatorics","score_opus":0.007372056188986112,"score_gpt":0.17887348400877467,"score_spread":0.17150142781978855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398963314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984404,0.000012975565,3.220189e-7,0.00007425902,0.00011315989,0.0006570826,0.000014076011,0.0000033153215,0.0006844114],"genre_scores_gemma":[0.9701,0.000018140005,0.00002424209,0.000048414102,0.000005226038,0.0000013727717,0.0000049967316,0.0000040600567,0.029793562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989855,0.00020006273,0.00013818288,0.00023618886,0.00027669634,0.00016332215],"domain_scores_gemma":[0.9993551,0.00008446707,0.0002862803,0.00022052371,0.000021542637,0.000032118754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040289207,0.00009914656,0.00024699053,0.000016988075,0.00031761755,0.000012931037,0.00032372214,0.00007654708,0.00010665396],"category_scores_gemma":[0.000031818287,0.00007889453,0.00003317397,0.00014426908,0.00034584454,0.000104268765,0.00014282306,0.00015567588,5.7956095e-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":[0.00004803251,0.00016070194,0.9448616,0.000088775945,0.00007175409,0.00058000674,0.040198274,0.00021513298,0.000038792856,0.000005286317,0.0089314915,0.0048001553],"study_design_scores_gemma":[0.00039396915,0.00017990606,0.90270925,0.00010026112,0.0000696211,0.000007733119,0.096191674,0.000020368498,0.000010311058,0.00017357066,0.00004926963,0.000094051546],"about_ca_topic_score_codex":0.99834657,"about_ca_topic_score_gemma":0.9999786,"teacher_disagreement_score":0.055993397,"about_ca_system_score_codex":0.000091290916,"about_ca_system_score_gemma":0.00006916278,"threshold_uncertainty_score":0.32172257},"labels":[],"label_agreement":null},{"id":"W2399895761","doi":"","title":"The Use of Coagulation as a Pre-treatment to Ultra-filtration Membranes","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Membrane Separation Technologies","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":"Coagulation; Filtration (mathematics); Membrane; Medicine; Chemistry; Internal medicine; Mathematics; Statistics; Biochemistry","score_opus":0.020062500353153292,"score_gpt":0.24223477702444607,"score_spread":0.22217227667129277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399895761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99771625,0.000022224804,0.000058000616,0.00041533608,0.00009954258,0.00069464167,0.000016861268,0.00006597938,0.0009111672],"genre_scores_gemma":[0.49940833,0.00033255573,0.002280161,0.000014641955,0.0000109499,0.0000022945815,0.0003052638,0.00001949948,0.4976263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884325,0.000050086164,0.00018687284,0.00030428666,0.00041782562,0.00019765561],"domain_scores_gemma":[0.9990103,0.000121729274,0.0003402869,0.00041827885,0.000051081017,0.000058274516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013295487,0.00019552735,0.00024721643,0.00013919709,0.0002476643,0.000025006473,0.00032487107,0.00024148184,0.00039237193],"category_scores_gemma":[0.000055837903,0.00017051061,0.00011070131,0.00029683398,0.00016501886,0.00031730995,0.000033523196,0.00008679365,0.00015954579],"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":[0.0021074917,0.0003628878,0.004931233,0.00024847928,0.00025937482,0.000020956377,0.192526,0.03263185,0.7121156,0.00064724055,0.0052761594,0.048872765],"study_design_scores_gemma":[0.00073046377,0.0009806595,0.05991969,0.00013201179,0.00023749574,0.0000041545863,0.075728744,0.0007770149,0.8393963,0.00026505886,0.021282222,0.0005461892],"about_ca_topic_score_codex":0.05660552,"about_ca_topic_score_gemma":0.16093525,"teacher_disagreement_score":0.4983079,"about_ca_system_score_codex":0.00019211245,"about_ca_system_score_gemma":0.000028234139,"threshold_uncertainty_score":0.94967663},"labels":[],"label_agreement":null},{"id":"W2402570432","doi":"","title":"Evaluation of Sustainability Reporting in the Canadian Electricity Sector","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental and Social Impact Assessments","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":"Sustainability reporting; Sustainability; Electricity; Business; Accounting; Natural resource economics; Environmental economics; Economics; Engineering","score_opus":0.018244421557732572,"score_gpt":0.2586214686654603,"score_spread":0.24037704710772775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402570432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99207085,0.000011253789,6.052726e-7,0.00043715257,0.000049762555,0.00052753446,0.000010981273,0.0000039106094,0.006887938],"genre_scores_gemma":[0.9793397,0.00000901232,0.000029453546,0.000010802296,0.000008407632,0.0000010929732,0.000054658973,0.0000068187624,0.020540044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980967,0.00029933607,0.00024005029,0.00022475024,0.0008868659,0.00025227503],"domain_scores_gemma":[0.99886775,0.000030121828,0.00074577687,0.00022758763,0.00006092391,0.00006785228],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023906971,0.00012302655,0.00022339023,0.000090321344,0.00020611659,0.00000766529,0.00029853437,0.00017967659,0.0011600261],"category_scores_gemma":[0.00019061546,0.00010282395,0.00009940386,0.00022152445,0.00013392497,0.00018305995,0.00003117167,0.00016115961,0.000014072271],"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":[0.000086769556,0.0002922103,0.68634987,0.00015299789,0.00008927979,0.000039279403,0.27072817,0.0002451958,0.009321012,0.000048632246,0.0006965772,0.031949982],"study_design_scores_gemma":[0.00028417414,0.000053526022,0.92385596,0.00003086689,0.00011246905,5.4691276e-7,0.07313621,0.00007645416,0.0008287117,0.0014337631,0.000057046407,0.00013025789],"about_ca_topic_score_codex":0.9203334,"about_ca_topic_score_gemma":0.9835394,"teacher_disagreement_score":0.23750608,"about_ca_system_score_codex":0.002512014,"about_ca_system_score_gemma":0.00030319375,"threshold_uncertainty_score":0.99975306},"labels":[],"label_agreement":null},{"id":"W2402743669","doi":"","title":"Investigation of Kinetics of Nitroxide Mediated Radical Polymerization of Styrene with a Unimolecular Initiator","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nitroxide mediated radical polymerization; Kinetics; Styrene; Polymerization; Radical polymerization; Polymer chemistry; Chemistry; Living free-radical polymerization; Cobalt-mediated radical polymerization; Photochemistry; Organic chemistry; Copolymer; Polymer; Physics","score_opus":0.006331617583604644,"score_gpt":0.17766123140468026,"score_spread":0.17132961382107562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402743669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989168,0.00016597967,0.0002796098,0.000062603234,0.000025115947,0.000095775125,0.000189838,0.000020750895,0.00024353534],"genre_scores_gemma":[0.98951876,0.00019689139,0.0015988554,0.0000057515335,0.000016054377,3.765757e-7,0.004283758,0.00003335706,0.0043461747],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99881995,0.00004570956,0.00034180842,0.00023724441,0.00041153035,0.00014376883],"domain_scores_gemma":[0.99793607,0.000045504214,0.0013431233,0.0002867961,0.00031004887,0.00007848691],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000038778646,0.00022643399,0.00058031705,0.00024629768,0.000028967503,0.0000028848124,0.00023379443,0.00033348688,0.00015220174],"category_scores_gemma":[0.000029855293,0.00025439024,0.00010873756,0.0003030668,0.00021658756,0.000137168,0.000019269706,0.00012870069,6.2110576e-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":[0.00048031917,0.000089625435,0.0009975026,0.0009236894,0.00013493942,0.0000049678756,0.009230907,0.00002022079,0.98691416,0.00008756467,0.00000594837,0.001110152],"study_design_scores_gemma":[0.00072352245,0.00018576624,0.0048972047,0.0008198404,0.00031539716,9.965499e-7,0.010992603,0.00008120561,0.98172885,0.00003435069,0.00001556134,0.00020472417],"about_ca_topic_score_codex":0.0017449119,"about_ca_topic_score_gemma":0.00087279914,"teacher_disagreement_score":0.009398011,"about_ca_system_score_codex":0.000030190013,"about_ca_system_score_gemma":0.00011554828,"threshold_uncertainty_score":0.9999908},"labels":[],"label_agreement":null},{"id":"W2403463843","doi":"","title":"Changes to Recreational Programming Within the School Environment and Student Physical Activity: A Longitudinal Examination from Year 2 to Year 3 of the COMPASS Study","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Compass; Recreation; Physical activity; Longitudinal study; Psychology; Mathematics education; Medical education; Geography; Physical therapy; Medicine; Cartography; Biology; Ecology","score_opus":0.01682341440509311,"score_gpt":0.24963452833508434,"score_spread":0.23281111392999124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403463843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99573994,0.0000044430685,0.000005206847,0.0023832014,0.00007875895,0.0016666661,0.00005236629,0.000014340728,0.00005505095],"genre_scores_gemma":[0.9826816,0.0000042306738,0.0001980456,0.000008951472,0.00011061935,0.0000080180125,0.00003424131,0.000018336546,0.01693601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985123,0.00015166428,0.00007625791,0.00038620498,0.0007251977,0.0001483255],"domain_scores_gemma":[0.999104,0.0000921648,0.000209396,0.00036617965,0.00009998059,0.00012823679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017301927,0.0001968934,0.00042303422,0.00010252728,0.00015047424,0.00001690787,0.00024277992,0.0000788278,0.00004034606],"category_scores_gemma":[0.000028453023,0.0001341809,0.0000890455,0.00013522562,0.000092633796,0.00008549834,0.00024113056,0.00022145733,0.000030956962],"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":[0.0015584154,0.016468834,0.6678724,0.00031578593,0.0013616199,0.000020319649,0.26219192,0.000024243825,0.03295745,0.00024281436,0.00031690614,0.016669238],"study_design_scores_gemma":[0.00079583796,0.0008160532,0.92229545,0.00026785556,0.0004208639,2.8189416e-7,0.07195031,0.000011331483,0.0032394556,0.000029745104,0.0000444588,0.00012836688],"about_ca_topic_score_codex":0.005655544,"about_ca_topic_score_gemma":0.012636046,"teacher_disagreement_score":0.254423,"about_ca_system_score_codex":0.00016507045,"about_ca_system_score_gemma":0.000042651645,"threshold_uncertainty_score":0.8549528},"labels":[],"label_agreement":null},{"id":"W2407470757","doi":"","title":"The Metamorphosis of Self: Phenomenological Insights into the Meaning of Being for Immigrant Artists","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Art Education and Development","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":"Meaning (existential); Metamorphosis; Immigration; Psychology; Aesthetics; Art; History; Ecology; Biology; Psychotherapist; Archaeology","score_opus":0.014626817589209036,"score_gpt":0.20099751398571428,"score_spread":0.18637069639650525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407470757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99114966,0.00028908663,0.00001143479,0.0015161014,0.00043376078,0.00032769673,0.000010305684,0.000019202194,0.006242756],"genre_scores_gemma":[0.7184955,0.00027891746,0.00049080525,0.000014656034,0.00005055153,0.0000027663361,0.000056868394,0.000011036258,0.28059888],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99928826,0.000046991678,0.00018579909,0.00015496112,0.00018706474,0.00013693518],"domain_scores_gemma":[0.99889237,0.00017105187,0.00039522545,0.00018907253,0.00032371146,0.00002859279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000166844,0.00013199542,0.0002761898,0.000098393844,0.0007449091,0.000018060533,0.0003267561,0.00006820407,0.00024194091],"category_scores_gemma":[0.00001680645,0.00007436694,0.00015657934,0.00003249648,0.0002386143,0.00008974518,0.000043747452,0.00007390497,0.000009613353],"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":[0.0000866286,0.00004264257,0.000019644442,0.000101441845,0.00020932662,3.3328993e-7,0.8577004,4.0147557e-7,0.00068034936,0.13861652,0.0007193862,0.0018229173],"study_design_scores_gemma":[0.00033160203,0.00011609925,0.00045284664,0.0001488511,0.00019194443,1.3705656e-7,0.91788787,0.000010972661,0.0037871883,0.008904454,0.06801128,0.00015676627],"about_ca_topic_score_codex":0.005100559,"about_ca_topic_score_gemma":0.045190725,"teacher_disagreement_score":0.27435613,"about_ca_system_score_codex":0.000039801445,"about_ca_system_score_gemma":0.0000783018,"threshold_uncertainty_score":0.97223204},"labels":[],"label_agreement":null},{"id":"W2407628071","doi":"","title":"Impact of health warning messages on smokeless tobacco products","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smoking Behavior and Cessation","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":"Smokeless tobacco; Environmental health; Business; Medicine; Tobacco use","score_opus":0.02300261849232953,"score_gpt":0.285023647575001,"score_spread":0.26202102908267144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407628071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813944,0.000112367896,0.0000014587253,0.0006797301,0.00016342704,0.00040379888,0.000022373462,0.000050420724,0.00042700366],"genre_scores_gemma":[0.9247198,0.00015861327,0.00009469187,0.000010893777,0.000036721343,2.236716e-7,0.0012746305,0.000023411503,0.07368099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986718,0.00007725827,0.00019167637,0.00034880036,0.00046336203,0.00024707383],"domain_scores_gemma":[0.9986141,0.000017895945,0.00058546895,0.00037699632,0.00031668931,0.00008887331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002463055,0.00023872017,0.0007131862,0.0004231079,0.00012195919,0.0000068798495,0.00015339942,0.0002584543,0.00012267532],"category_scores_gemma":[0.000028005314,0.00023837632,0.00024578918,0.00028057792,0.000043558866,0.000103746366,0.000012954333,0.00033821323,0.0000039695983],"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":[0.0036071239,0.0021656828,0.461294,0.0030049183,0.0008517605,0.00012347435,0.23646529,0.00022683396,0.018411433,0.00010656466,0.0081250975,0.26561782],"study_design_scores_gemma":[0.0009881655,0.0014381753,0.9607138,0.0011599833,0.00026029506,0.0000033665203,0.031307213,0.000003537276,0.0039032311,0.000008399626,0.000034277444,0.00017955457],"about_ca_topic_score_codex":0.03230093,"about_ca_topic_score_gemma":0.0021357236,"teacher_disagreement_score":0.4994198,"about_ca_system_score_codex":0.00027925833,"about_ca_system_score_gemma":0.0003919623,"threshold_uncertainty_score":0.9741431},"labels":[],"label_agreement":null},{"id":"W2408391243","doi":"","title":"The Creative Food Economy and Culinary Tourism through Place Branding: Terroir into a Creative and Environmentally Friendly Taste of a Place","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological 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":"Terroir; Tourism; Environmentally friendly; Taste; Business; Marketing; Advertising; Food science; Geography; Biology; Ecology","score_opus":0.008469241045175204,"score_gpt":0.18506701194708625,"score_spread":0.17659777090191103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408391243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99303037,0.0014570587,0.0000010151244,0.001272579,0.000053532196,0.00037733678,0.00008674472,0.000014463518,0.003706918],"genre_scores_gemma":[0.8560521,0.00093891175,0.0003049847,0.0000143291945,0.000094324794,0.0000022699305,0.00039530327,0.0000036994682,0.14219409],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99901724,0.00009674282,0.0001504488,0.00035377213,0.00014609448,0.00023569308],"domain_scores_gemma":[0.99927557,0.00013667879,0.00036615593,0.00008071651,0.000041410134,0.0000994656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012174432,0.00026830152,0.00039524425,0.000019934754,0.0005704204,0.000029472167,0.00023562695,0.00025223728,0.00016799924],"category_scores_gemma":[0.0000065752843,0.00012756372,0.00012266479,0.00008241704,0.00033104015,0.00039353382,0.00014358571,0.00020683419,0.000004591923],"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":[0.003864683,0.00060199073,0.0033193424,0.0004811751,0.0012675268,0.00006885452,0.8769144,0.000007849077,0.07707808,0.001086641,0.01012985,0.025179632],"study_design_scores_gemma":[0.0011294204,0.0027042304,0.09949282,0.0002694307,0.0004117814,0.000022078264,0.8544861,0.000022437327,0.0032094498,0.0011662883,0.036466427,0.00061951345],"about_ca_topic_score_codex":0.013687564,"about_ca_topic_score_gemma":0.033462383,"teacher_disagreement_score":0.13848718,"about_ca_system_score_codex":0.000040548017,"about_ca_system_score_gemma":0.000012537304,"threshold_uncertainty_score":0.9928804},"labels":[],"label_agreement":null},{"id":"W2409672937","doi":"","title":"DRIVER RESPONSE TO RAINFALL ON THE GARDINER EXPRESSWAY","year":2004,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Evacuation and Crowd 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":"Environmental science; Hydrology (agriculture); Transport engineering; Geography; Cartography; Engineering; Geotechnical engineering","score_opus":0.006940220183903717,"score_gpt":0.18635834501670762,"score_spread":0.1794181248328039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409672937","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":[0.9941106,0.000017999128,0.00009778197,0.0012621394,0.00029165082,0.00026280677,0.000037638645,0.00013846092,0.0037809366],"genre_scores_gemma":[0.3535777,0.00004642455,0.00062600203,0.000100270394,0.000034138404,0.000001339811,0.00017786302,0.00005593962,0.6453803],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99921024,0.000051653653,0.000087871915,0.00019394579,0.00026122518,0.00019508548],"domain_scores_gemma":[0.99935985,0.00007116529,0.000050324856,0.00034087282,0.00009015954,0.00008761819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016233206,0.0002092589,0.00021655583,0.00022385958,0.00011758273,0.000020999272,0.0003569277,0.00021007204,0.00040744845],"category_scores_gemma":[0.000025345316,0.00019928138,0.00013703546,0.00013112067,0.000028839882,0.000075530166,0.000026447202,0.00025173754,0.00036075478],"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":[0.0034399552,0.00012664904,0.00009337357,0.0004163559,0.0004696031,0.000120167504,0.58732855,0.21570174,0.11871418,0.0037582652,0.067868344,0.0019628156],"study_design_scores_gemma":[0.006585301,0.0011172766,0.054172043,0.0028963038,0.00076856924,0.000009265919,0.754232,0.01772155,0.045697127,0.0013051609,0.111053824,0.0044415975],"about_ca_topic_score_codex":0.0008440721,"about_ca_topic_score_gemma":0.008336978,"teacher_disagreement_score":0.64159936,"about_ca_system_score_codex":0.00014820407,"about_ca_system_score_gemma":0.00004506108,"threshold_uncertainty_score":0.8126459},"labels":[],"label_agreement":null},{"id":"W2410878004","doi":"","title":"Exploring long-stay seniors’ transitions from home care services to self-management","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Retirement, Disability, and Employment","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":"Self-management; Self care; Gerontology; Psychology; Medicine; Nursing; Computer science; Health care; Economic growth; Economics","score_opus":0.06486029517595279,"score_gpt":0.2895652760967075,"score_spread":0.22470498092075472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410878004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928679,0.00008742277,0.000017429402,0.001048323,0.0007839009,0.0007358486,0.000104623155,0.00017338102,0.0041811764],"genre_scores_gemma":[0.8959557,0.0006234368,0.0012706616,0.000037290258,0.00021033805,0.0000097529555,0.0012817577,0.00004026791,0.10057084],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979699,0.00017145531,0.00016436873,0.0005691388,0.00070300733,0.00042209093],"domain_scores_gemma":[0.99893516,0.000029828652,0.00014910876,0.000408949,0.00021590956,0.00026103202],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019331905,0.00026680226,0.00040138446,0.00024561016,0.0008284403,0.00007128147,0.00063998735,0.00019052072,0.00038146426],"category_scores_gemma":[0.0000024859942,0.0003324398,0.00023601086,0.00029147428,0.000082347775,0.00041011928,0.000064211155,0.00014808077,0.00015938465],"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":[0.000080120604,0.00011059781,0.0042028464,0.0009215097,0.00021224954,0.000014647874,0.99116695,0.000046872912,0.000053295404,0.0004804913,0.00018800523,0.002522384],"study_design_scores_gemma":[0.00042254408,0.00007535383,0.03688853,0.00037292403,0.00039245078,2.8976338e-8,0.9541686,0.0000045023553,0.00010666585,0.0001506227,0.007018556,0.00039920965],"about_ca_topic_score_codex":0.2709935,"about_ca_topic_score_gemma":0.73452306,"teacher_disagreement_score":0.4635296,"about_ca_system_score_codex":0.00036933998,"about_ca_system_score_gemma":0.000060230577,"threshold_uncertainty_score":0.99991274},"labels":[],"label_agreement":null},{"id":"W2411014121","doi":"","title":"Finding a Second Hamiltonian cycle in Barnette Graphs","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Graph Theory Research","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Hamiltonian path; Mathematics; Combinatorics; Graph","score_opus":0.015476916428341658,"score_gpt":0.2466652934985891,"score_spread":0.23118837707024745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411014121","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":[0.9961155,0.00016133947,0.0001570774,0.0002479127,0.00024729362,0.00027162945,0.00001738112,0.00007931405,0.0027025344],"genre_scores_gemma":[0.46569413,0.00007264886,0.013987864,0.0000298306,0.000022577906,0.0000016670483,0.00018840532,0.00004861678,0.51995426],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99809724,0.00015288252,0.00014728848,0.0006085466,0.0005019285,0.0004921018],"domain_scores_gemma":[0.9986794,0.00006226562,0.00020277165,0.0006799371,0.00019435512,0.00018128689],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047225223,0.0002480592,0.00042021787,0.0011120484,0.00014623966,0.000048630023,0.0017161517,0.0002690642,0.00012392554],"category_scores_gemma":[0.000023656414,0.00031038697,0.00014783324,0.00093354157,0.000108456676,0.0007692462,0.00026308742,0.00052059395,0.000083423074],"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":[0.00078878977,0.0004460851,0.004345594,0.0012254989,0.00034030923,0.0016446946,0.846277,0.0011440697,0.016431918,0.0689892,0.0061796727,0.052187175],"study_design_scores_gemma":[0.009006977,0.001236865,0.068774536,0.001934161,0.00013057645,0.000044916604,0.35136548,0.019805094,0.01005526,0.5261564,0.0072647333,0.0042249877],"about_ca_topic_score_codex":0.0055505354,"about_ca_topic_score_gemma":0.11337413,"teacher_disagreement_score":0.5304214,"about_ca_system_score_codex":0.00014205641,"about_ca_system_score_gemma":0.00018936206,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W2414927143","doi":"","title":"The Role of Ericaceous Shrubs in the Surface Water Balance and Soil Water Availability of Cutover Peatland, Québec","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Peatlands and Wetlands Ecology","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":"Peat; Environmental science; Water balance; Forestry; Hydrology (agriculture); Geography; Ecology; Geology; Biology","score_opus":0.0038593999493864483,"score_gpt":0.16738201772376862,"score_spread":0.16352261777438218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414927143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726635,0.0001555187,3.0588433e-7,0.0006312259,0.00004663542,0.0002265255,0.000019369501,0.0000061830096,0.0016478903],"genre_scores_gemma":[0.9467449,0.0005335288,0.000029250059,0.0000103354005,0.000006639379,5.7672213e-7,0.000109087756,0.000009300602,0.05255637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987481,0.00014668558,0.00020046048,0.0003097599,0.00027514366,0.00031981285],"domain_scores_gemma":[0.9993044,0.00009434923,0.00015490086,0.00037732557,0.00002738274,0.000041611343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033917776,0.00019087124,0.0003920406,0.000035543053,0.00020615148,0.0000074728823,0.0005083554,0.00018314141,0.0003894057],"category_scores_gemma":[0.000008135714,0.00010233762,0.000104826264,0.00007703531,0.0005351464,0.0001065797,0.00015722873,0.00020648468,0.00003071213],"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":[0.0007186148,0.000218782,0.67903423,0.000114145034,0.0000726691,0.0000307451,0.25595495,0.00043917968,0.060790256,0.00000814276,0.001413711,0.0012046046],"study_design_scores_gemma":[0.0019966615,0.0005582936,0.80707633,0.00007365708,0.00016808363,0.000028064838,0.1241123,0.0007831467,0.047073714,0.00036470205,0.017149666,0.00061535445],"about_ca_topic_score_codex":0.30977693,"about_ca_topic_score_gemma":0.5964728,"teacher_disagreement_score":0.28669587,"about_ca_system_score_codex":0.000068390356,"about_ca_system_score_gemma":0.000025057012,"threshold_uncertainty_score":0.69481933},"labels":[],"label_agreement":null},{"id":"W2415577320","doi":"","title":"Awe-Inducing Interior Space: Architectural Causes and Cognitive Effects","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Green Space and Health","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 Waterloo","keywords":"Interior architecture; Cognition; Space (punctuation); Psychology; Architectural engineering; Interior design; Computer science; Engineering; Neuroscience","score_opus":0.007221407237957444,"score_gpt":0.20943825664291998,"score_spread":0.20221684940496254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415577320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99775696,0.00012284792,0.000013411353,0.0005804548,0.00019108993,0.00037993412,0.000031374362,0.000039551225,0.0008844038],"genre_scores_gemma":[0.7262605,0.000096663665,0.00030281226,0.000032503733,0.000035845413,6.872934e-7,0.000055135144,0.000025043822,0.27319086],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998753,0.000074902,0.00009324112,0.00047009136,0.00025579415,0.00035295036],"domain_scores_gemma":[0.9992989,0.0001048026,0.00021803804,0.00017928497,0.000021805989,0.00017719447],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009790353,0.0002651127,0.00039026307,0.00013488499,0.00025973716,0.000016587994,0.00019808547,0.00021886444,0.00070696964],"category_scores_gemma":[0.000020834917,0.00024664568,0.00009494426,0.000108382774,0.00025427085,0.00021762813,0.00015468577,0.00024780742,0.0002483113],"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":[0.0013229382,0.00010908829,0.3352138,0.0016670268,0.00037633217,0.0003371561,0.4765454,0.0000021945787,0.091937065,0.00005063733,0.003562662,0.08887568],"study_design_scores_gemma":[0.002625312,0.00095851417,0.85100985,0.0029871175,0.0006254949,0.000029669247,0.12508596,0.000029471055,0.01477049,0.00024261944,0.00046463593,0.0011708343],"about_ca_topic_score_codex":0.085918225,"about_ca_topic_score_gemma":0.2885894,"teacher_disagreement_score":0.51579607,"about_ca_system_score_codex":0.000113326474,"about_ca_system_score_gemma":0.000030632655,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W2418561980","doi":"","title":"Tanning Attitudes That Predict the Prevalence and Frequency of Tanning bed use in Older Adolescents and Young Adults in Canada","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Skin Protection and 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":"Environmental health; Medicine; Gerontology; Psychology; Demography; Geography; Sociology","score_opus":0.00961826468906966,"score_gpt":0.2037002287818578,"score_spread":0.19408196409278816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418561980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987608,0.00042653212,0.0000016640687,0.0001742976,0.00011425774,0.00044954388,0.000021591655,0.000008342609,0.000042925625],"genre_scores_gemma":[0.98628366,0.00028007524,0.00008305829,0.000011384386,0.000009101701,7.992488e-7,0.000020320127,0.00001145318,0.013300173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991425,0.0000516674,0.00012624227,0.00026380224,0.00024310357,0.00017267485],"domain_scores_gemma":[0.9994904,0.00003434652,0.00019197463,0.00015213303,0.0000729376,0.000058209724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001247092,0.00014626945,0.00029061033,0.00020299532,0.000070671726,0.000007745658,0.00009986072,0.000105108506,0.000025142923],"category_scores_gemma":[0.000039108996,0.00012137795,0.000028751318,0.000119508906,0.000072734256,0.00019716495,0.000038388935,0.00024708867,1.993051e-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":[0.0001950382,0.000021336758,0.9649945,0.0017316276,0.000026105738,0.000067940535,0.03072733,8.336653e-7,0.001354055,0.0000022564172,0.000022992512,0.00085600297],"study_design_scores_gemma":[0.0015125248,0.000031619948,0.9456997,0.012598129,0.000059820042,0.000009421228,0.03932987,0.000053689146,0.0005909898,0.0000041657486,0.0000020795242,0.00010796799],"about_ca_topic_score_codex":0.9213527,"about_ca_topic_score_gemma":0.9678891,"teacher_disagreement_score":0.046536367,"about_ca_system_score_codex":0.00015700553,"about_ca_system_score_gemma":0.0001957206,"threshold_uncertainty_score":0.4949649},"labels":[],"label_agreement":null},{"id":"W2418925811","doi":"","title":"Bayesian Inference Methods Applied to Cancer Research","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Molecular Biology 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":"Inference; Bayesian inference; Bayesian probability; Computer science; Machine learning; Artificial intelligence","score_opus":0.022693888708780936,"score_gpt":0.35658968894896015,"score_spread":0.33389580024017923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418925811","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":[0.97806764,0.0003898387,0.013267327,0.0012620478,0.00009078073,0.0010067248,0.000074118725,0.00004766845,0.0057938797],"genre_scores_gemma":[0.33096284,0.0020276136,0.1566034,0.0002777736,0.00019178465,0.00004285234,0.0032968328,0.000080360864,0.5065165],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987914,0.000120615616,0.000106857755,0.0005327046,0.0001538567,0.0002945472],"domain_scores_gemma":[0.99897075,0.0000130473645,0.00010190401,0.00052714336,0.00026609184,0.000121093544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032620635,0.00018383715,0.0002534391,0.00019765142,0.00018482712,0.000011245147,0.0005512694,0.0005288914,0.00007797047],"category_scores_gemma":[0.000021983722,0.00021372965,0.000106372485,0.00024630196,0.00008686387,0.0000021192332,0.00012526439,0.00026178718,0.00001479874],"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":[0.00015522227,0.000047434227,0.00003196845,0.000042581425,0.00005735453,0.0000021721428,0.0021966174,0.000020283114,0.95427793,0.0005892121,0.0065485626,0.036030687],"study_design_scores_gemma":[0.00033933469,0.0004760996,0.0026990701,0.00011193431,0.000088058594,0.0000012189546,0.010928292,0.000021307595,0.9121467,0.0011019553,0.07150963,0.00057638355],"about_ca_topic_score_codex":0.007055213,"about_ca_topic_score_gemma":0.022861421,"teacher_disagreement_score":0.64710474,"about_ca_system_score_codex":0.000030892315,"about_ca_system_score_gemma":0.0001522903,"threshold_uncertainty_score":0.9995569},"labels":[],"label_agreement":null},{"id":"W2419079738","doi":"","title":"Networked governance and summit diplomacy: shaping the maternal, newborn and child health agenda","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Child and Adolescent Health","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":"Summit; Diplomacy; Political science; Corporate governance; Public administration; Economic growth; Geography; Politics; Law; Management; Economics; Cartography","score_opus":0.027629962541634086,"score_gpt":0.2925033843758822,"score_spread":0.2648734218342481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419079738","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":[0.97833973,0.004193936,0.0000038082733,0.014773117,0.0005058064,0.001159897,0.00009066644,0.00006703023,0.0008660103],"genre_scores_gemma":[0.42134956,0.038888864,0.0006794231,0.0028459318,0.0007431563,0.0000017910293,0.0005206642,0.000119491124,0.53485113],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980179,0.00032476254,0.00029515423,0.00046597846,0.00027467852,0.00062151457],"domain_scores_gemma":[0.99838483,0.00010182219,0.0008332455,0.00034633762,0.00009654643,0.00023722729],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00035493603,0.00030650583,0.0005931659,0.00007882762,0.0019803916,0.000024537323,0.0003212401,0.0002961354,0.00024723104],"category_scores_gemma":[0.000013813948,0.0002610773,0.00008174706,0.0001323915,0.00012576551,0.00020011864,0.00017507358,0.0009973848,0.000055685006],"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":[0.0009205106,0.00016994965,0.10681915,0.014673983,0.00040133463,0.000040494546,0.635455,0.000013774775,0.00011600152,0.0047680433,0.15336575,0.08325597],"study_design_scores_gemma":[0.0016749623,0.00011829174,0.7643629,0.007519142,0.00009585254,0.0000028782567,0.18553104,0.00026259632,0.000007129883,0.0001905646,0.039819714,0.00041495988],"about_ca_topic_score_codex":0.09875854,"about_ca_topic_score_gemma":0.12649862,"teacher_disagreement_score":0.6575437,"about_ca_system_score_codex":0.00012913812,"about_ca_system_score_gemma":0.00023536217,"threshold_uncertainty_score":0.99998415},"labels":[],"label_agreement":null},{"id":"W2429788802","doi":"","title":"Beyond the emotional impact of dissonance: Inharmonic music elicits greater cognitive interference than does harmonic music","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Division of Graduate Education; Natural Sciences and Engineering Research Council of Canada","keywords":"Cognitive dissonance; Interference (communication); Harmonic; Psychology; Consonance and dissonance; Acoustics; Social psychology; Physics; Computer science; Telecommunications","score_opus":0.029161943093709446,"score_gpt":0.25160446802207864,"score_spread":0.2224425249283692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2429788802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972629,0.000012690109,0.000015701897,0.0002792195,0.0008276983,0.0005072719,0.0004951099,0.000044831406,0.0005545779],"genre_scores_gemma":[0.91790307,0.0002456448,0.000008238845,0.00007700572,0.00007270963,0.0000023619784,0.00007882224,0.000028199618,0.08158395],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99760556,0.0002103503,0.0002442175,0.00083616114,0.0006096989,0.00049400376],"domain_scores_gemma":[0.9984241,0.00017127208,0.00059624895,0.00043485375,0.00025258836,0.000120923236],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017250775,0.00041284392,0.00048568242,0.00035629075,0.00043200678,0.000043347743,0.000937016,0.0002288645,0.0013649858],"category_scores_gemma":[0.000098010045,0.00025845953,0.00045513964,0.0004578772,0.00074187503,0.00064369687,0.00018029177,0.00038812033,0.00011470068],"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":[0.0004824765,0.000119198754,0.0005820092,0.00010487407,0.00003562104,0.000030436928,0.062394675,0.0000017151941,0.9303119,0.00008431899,0.0005165613,0.00533621],"study_design_scores_gemma":[0.0020415147,0.001119523,0.70670426,0.0017883505,0.00036289621,0.00003624758,0.043742754,0.000113054404,0.24152283,0.0015609305,0.00003333792,0.0009743119],"about_ca_topic_score_codex":0.004250556,"about_ca_topic_score_gemma":0.005540085,"teacher_disagreement_score":0.7061222,"about_ca_system_score_codex":0.00013290999,"about_ca_system_score_gemma":0.0002770843,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W2461706789","doi":"","title":"Three Essays in Labour Economics and Public Finance","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fiscal Policy and Economic Growth","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":"Economics; Public finance; Neoclassical economics; Macroeconomics","score_opus":0.01687660291744485,"score_gpt":0.17565650697439467,"score_spread":0.1587799040569498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461706789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784171,0.0006236925,0.000009743072,0.0025104808,0.00031298574,0.00016613495,0.00041110002,0.000017052467,0.017531713],"genre_scores_gemma":[0.87051284,0.0026440518,0.0003499419,0.00005796529,0.000087573724,0.0000014487001,0.000126846,0.000043888365,0.12617542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99871963,0.00000892874,0.00032025416,0.00054615724,0.000018356246,0.00038668688],"domain_scores_gemma":[0.99900335,0.000034187964,0.0005289187,0.00032451728,0.000024610075,0.000084429535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022672857,0.00023753029,0.00068093627,0.00055297825,0.000110588946,0.000036037163,0.0003840563,0.0003854774,0.00019895907],"category_scores_gemma":[0.000022989947,0.0003102142,0.00012414284,0.00011437918,0.000110118446,0.0004907275,0.00008125928,0.00020095856,0.00028782355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012404897,0.000088612214,0.06161283,0.0002874085,0.00010660196,0.000011759406,0.013180705,0.0000070396077,0.000015284397,0.918786,0.0007633659,0.0050163297],"study_design_scores_gemma":[0.0026391377,0.0001247237,0.26681858,0.00019218231,0.000019744259,0.000003335295,0.010912717,0.00059389597,0.00006762414,0.70169437,0.015854768,0.0010789417],"about_ca_topic_score_codex":0.026720412,"about_ca_topic_score_gemma":0.1256732,"teacher_disagreement_score":0.21709166,"about_ca_system_score_codex":0.00014589114,"about_ca_system_score_gemma":0.00004541783,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null},{"id":"W2465685962","doi":"","title":"Numerical methods for long-term impulse control problems in finance","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Stochastic processes and financial applications","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":"University of Waterloo","funders":"","keywords":"Vesting; Variational inequality; Put option; Impulse control; Valuation of options; Call option; Mathematical optimization; Actuarial science; Strike price; Computer science; Mathematics; Mathematical economics; Economics; Finance","score_opus":0.019164920660348413,"score_gpt":0.24350908916388123,"score_spread":0.2243441685035328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465685962","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":[0.22125727,0.0041735326,0.77049536,0.0006192857,0.00046980006,0.0017317587,0.00045523947,0.00004926332,0.00074851693],"genre_scores_gemma":[0.68340003,0.003561331,0.096534416,0.000120388104,0.0002559348,0.00015156798,0.0019143542,0.00019508321,0.21386687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99871457,0.000007902256,0.00036260855,0.0005487462,0.000036296708,0.00032985126],"domain_scores_gemma":[0.99882966,0.00008437736,0.0006322378,0.00029305043,0.000104107865,0.000056569916],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020848453,0.00023033159,0.0008011344,0.00032810547,0.00015586025,0.000013380268,0.0004176949,0.00033286688,0.000042156793],"category_scores_gemma":[0.000052196945,0.00031796427,0.00023764952,0.00033774253,0.00006682878,0.00014746601,0.000022276738,0.00021328288,0.00005635295],"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":[0.0025628097,0.0032333883,0.066368766,0.0075563174,0.0009889819,0.00008079003,0.21544565,0.003821238,0.0009320814,0.55090606,0.002244744,0.14585917],"study_design_scores_gemma":[0.0154339,0.0013819315,0.70831925,0.0011270362,0.0003053724,0.000023865086,0.01048922,0.023814885,0.00047856756,0.22004378,0.014491926,0.004090276],"about_ca_topic_score_codex":0.00913983,"about_ca_topic_score_gemma":0.0044152876,"teacher_disagreement_score":0.6739609,"about_ca_system_score_codex":0.00010602978,"about_ca_system_score_gemma":0.00007139736,"threshold_uncertainty_score":0.9999272},"labels":[],"label_agreement":null},{"id":"W2467211339","doi":"","title":"The Response of Wild Fish to Municipal Wastewater Effluent Exposures at Sites in Canada","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","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":"Effluent; Fish <Actinopterygii>; Wastewater; Fishery; Environmental science; Waste management; Geography; Environmental engineering; Engineering; Biology","score_opus":0.006985261142373639,"score_gpt":0.1800957106874551,"score_spread":0.17311044954508148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2467211339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681896,0.000023993494,2.7015654e-8,0.0019754563,0.00016838129,0.00026575546,0.000020889716,0.0000052030427,0.00072132447],"genre_scores_gemma":[0.7562633,0.000043737207,0.000031551124,0.00006250089,0.0000036347599,0.0000012762307,0.00003324535,0.0000068297095,0.24355392],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990005,0.0001255646,0.00012481297,0.00020679341,0.00023863565,0.00030372106],"domain_scores_gemma":[0.99940014,0.0001244273,0.00014162614,0.0002640105,0.000011358815,0.00005846088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028459518,0.00014737801,0.00024194202,0.00006611274,0.00025341165,0.0000030978952,0.0004169161,0.00008397516,0.0007436096],"category_scores_gemma":[0.000025267922,0.00013097705,0.000050702864,0.00011991305,0.00012098513,0.000087047105,0.00042538365,0.00010412356,0.000045632056],"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":[0.0028775467,0.000073185634,0.7209813,0.00010020355,0.0001391978,0.000036122845,0.14332913,0.0007116343,0.005248312,0.000007933869,0.12628949,0.00020597002],"study_design_scores_gemma":[0.00022950662,0.00007161044,0.9083444,0.00003149562,0.000043754295,2.304552e-7,0.08410153,0.0000074506484,0.0018025414,0.0000051081456,0.0052284654,0.00013390841],"about_ca_topic_score_codex":0.94100684,"about_ca_topic_score_gemma":0.9998414,"teacher_disagreement_score":0.2428326,"about_ca_system_score_codex":0.0005017602,"about_ca_system_score_gemma":0.000030018731,"threshold_uncertainty_score":0.8142004},"labels":[],"label_agreement":null},{"id":"W2471288722","doi":"","title":"Freshwater Turtle Population Characteristics and Habitat Use within Ontario's Dunnville Marsh Area","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Study of Mite Species","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":"Marsh; Habitat; Turtle (robot); Geography; Population; Ecology; Fishery; Wetland; Biology; Demography","score_opus":0.014737759079624355,"score_gpt":0.1726624064914114,"score_spread":0.15792464741178705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471288722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984335,0.000021651746,9.258743e-8,0.00053608295,0.00029116104,0.00021672482,0.00026748973,0.00003891119,0.00019441529],"genre_scores_gemma":[0.5902691,0.00004896186,0.00024272673,0.000014518677,0.000057908062,3.4780015e-7,0.0015847406,0.0000025858342,0.40777913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990032,0.000039791168,0.0001370984,0.00036193454,0.0002421156,0.00021586544],"domain_scores_gemma":[0.9993761,0.00007000324,0.00026168596,0.0000859185,0.00012003145,0.00008623312],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007797978,0.00022804651,0.00035735764,0.000042684005,0.00028235422,0.00005451597,0.00020987494,0.0002578842,0.0014811183],"category_scores_gemma":[0.000016724945,0.000108452376,0.00010309114,0.00007043672,0.00007480708,0.00029451546,0.00007739988,0.000148082,0.000032723874],"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":[0.0006152503,0.00013286393,0.81578416,0.0000975235,0.00016856987,0.000042143507,0.07585552,6.18819e-7,0.092095286,0.00010108218,0.0036601126,0.011446874],"study_design_scores_gemma":[0.00019354928,0.00013891667,0.9796613,0.00013906574,0.000066876295,0.0000022554811,0.016270375,0.0000037255004,0.00042815856,0.000088288034,0.0027297712,0.00027775991],"about_ca_topic_score_codex":0.46159804,"about_ca_topic_score_gemma":0.98196507,"teacher_disagreement_score":0.520367,"about_ca_system_score_codex":0.00008459641,"about_ca_system_score_gemma":0.000009963626,"threshold_uncertainty_score":0.99943167},"labels":[],"label_agreement":null},{"id":"W2474704725","doi":"","title":"A Local Food System for Saskatoon: Envisioning Prosperous Rural Communities and Food-secure Cities on the Canadian Prairies","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Food and Agriculture","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":"Geography; Food systems; Environmental planning; Food security; Environmental protection; Agriculture; Archaeology","score_opus":0.011401654787620938,"score_gpt":0.16162081765591013,"score_spread":0.15021916286828918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474704725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99274755,0.00047726903,1.7083711e-7,0.0052930675,0.0001774478,0.00051672774,0.00049525226,0.000045108096,0.00024739644],"genre_scores_gemma":[0.9767866,0.000018981627,0.000012924541,0.000029468916,0.00010644544,0.000002871756,0.0007960581,0.0000028851218,0.02224373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99915034,0.00007441844,0.000096579264,0.00014069334,0.0001974135,0.00034054433],"domain_scores_gemma":[0.99937075,0.00014174316,0.00015431653,0.00008025058,0.00012041769,0.0001325025],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00012653299,0.00024634728,0.00031266667,0.000028603798,0.0014296664,0.00009361864,0.00035104633,0.00033697498,0.00005272298],"category_scores_gemma":[0.0000053383924,0.00009718749,0.0001246156,0.00011288459,0.00019782224,0.00015230905,0.00004765955,0.00026290398,0.000005533557],"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":[0.0006258372,0.00020587376,0.004941713,0.0021854886,0.0009267831,0.00000891975,0.89360344,0.000008570839,0.009754893,0.037842464,0.02397856,0.025917428],"study_design_scores_gemma":[0.00015784556,0.0012863578,0.030283868,0.00050129526,0.00008314284,0.0000073612646,0.9619736,0.000006300129,0.00071747083,0.00005824176,0.00464505,0.00027943435],"about_ca_topic_score_codex":0.32313022,"about_ca_topic_score_gemma":0.9907831,"teacher_disagreement_score":0.6676529,"about_ca_system_score_codex":0.00008954202,"about_ca_system_score_gemma":0.00003525823,"threshold_uncertainty_score":0.99987036},"labels":[],"label_agreement":null},{"id":"W2474992900","doi":"10.13140/rg.2.1.3762.2485","title":"Multi-State Reliability Analysis of Nuclear Power Plant Systems","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Risk and Safety Analysis","field":"Decision 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":"Canadian Nuclear Safety Commission","keywords":"Reliability (semiconductor); Reliability engineering; State (computer science); Nuclear power plant; Computer science; Power (physics); Engineering; Physics; Nuclear physics; Programming language","score_opus":0.038258849865360364,"score_gpt":0.2841021557232535,"score_spread":0.2458433058578931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474992900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99730194,0.00017279098,0.000054458764,0.0002492134,0.00034465254,0.00019315582,0.00079876493,0.000030131998,0.0008548954],"genre_scores_gemma":[0.6376545,0.00029343885,0.0013550337,0.0000054248217,0.000009104413,1.8387406e-7,0.00069138175,0.000021922864,0.35996902],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959476,0.0004302093,0.0006575336,0.0007794164,0.0019076983,0.00027756023],"domain_scores_gemma":[0.99512064,0.00027625478,0.0014095387,0.0012718511,0.0017067341,0.00021498301],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024129353,0.0002831027,0.0016632737,0.0018755062,0.00017980917,0.00005975051,0.0013728299,0.0003525981,0.0006313],"category_scores_gemma":[0.00035423425,0.00025350263,0.0010233771,0.0025303203,0.00019082431,0.00032929887,0.00013097924,0.00025305126,0.00018005878],"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":[0.0033395928,0.0010552406,0.025881242,0.00036248058,0.010809777,0.00019195466,0.8522611,0.06438144,0.002468731,0.00039635776,0.033656813,0.0051952633],"study_design_scores_gemma":[0.0009739203,0.00021220757,0.1164979,0.000121763,0.0053762128,0.0000011110936,0.79750156,0.06968918,0.000041503845,0.0005944504,0.008307388,0.00068277353],"about_ca_topic_score_codex":0.098897085,"about_ca_topic_score_gemma":0.084366776,"teacher_disagreement_score":0.35964745,"about_ca_system_score_codex":0.00011148489,"about_ca_system_score_gemma":0.0001401468,"threshold_uncertainty_score":0.9999917},"labels":[],"label_agreement":null},{"id":"W2476212315","doi":"","title":"Monitoring Ice Break-Up on the Mackenzie River Using Remote Sensing","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Remote sensing; Geology; Environmental science; Geography","score_opus":0.037361468954856196,"score_gpt":0.2238989024275949,"score_spread":0.18653743347273868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476212315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969533,0.00034249245,0.0000130243825,0.00039352622,0.0012374511,0.00015512688,0.00006543948,0.000030203384,0.00080944353],"genre_scores_gemma":[0.585304,0.0011469243,0.015860405,0.0001274376,0.0007673851,1.8589223e-8,0.0010957117,0.000042098967,0.395656],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989852,0.000057679455,0.000097671356,0.00026112862,0.00035296232,0.0002454005],"domain_scores_gemma":[0.99916464,0.00010791338,0.00019903368,0.000254183,0.00019652255,0.000077718134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016484733,0.000192353,0.00025050342,0.000055656692,0.00059375126,0.000029631688,0.0002598044,0.00013956653,0.00028870453],"category_scores_gemma":[0.00002571635,0.0001655238,0.00010874046,0.0002495159,0.00009419012,0.00012587747,0.000020984106,0.00022613977,0.0000733864],"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":[0.0010686255,0.000040586012,0.036317553,0.00039084113,0.00084745954,0.00023489445,0.50786304,0.011805945,0.0006368226,0.00005122958,0.016362417,0.42438057],"study_design_scores_gemma":[0.0006710485,0.00016603667,0.313132,0.000779372,0.0004439283,0.000007898892,0.6429049,0.03452545,0.0002872071,0.0007242169,0.005617068,0.00074088125],"about_ca_topic_score_codex":0.4078996,"about_ca_topic_score_gemma":0.16799021,"teacher_disagreement_score":0.42363968,"about_ca_system_score_codex":0.000027766235,"about_ca_system_score_gemma":0.000071099865,"threshold_uncertainty_score":0.8471918},"labels":[],"label_agreement":null},{"id":"W2477677393","doi":"","title":"Exploring the Common Ground Between Social Innovation and Indigenous Resurgence: Two Critical Indigenist Case Studies in Indigenous Innovation in Ontario, Canada","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":3,"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; Common ground; Political science; Geography; Sociology; Ecology; Biology","score_opus":0.11099552545563335,"score_gpt":0.3483152686926398,"score_spread":0.23731974323700644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477677393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996043,0.00011730319,4.1525809e-7,0.0006340173,0.0011565157,0.0017770804,0.00006514686,0.000021161504,0.00018531023],"genre_scores_gemma":[0.98571974,0.00012590879,0.000041848605,0.0000866678,0.00013420278,0.000046246885,0.00057487143,0.000033743596,0.013236761],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99667996,0.0004639873,0.00088720804,0.00046423357,0.00035892174,0.0011457069],"domain_scores_gemma":[0.9974352,0.00061090506,0.0007179915,0.00023348446,0.0009542847,0.00004811677],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013814096,0.00036116573,0.00095131085,0.0009623655,0.0060810414,0.000016579264,0.00028285966,0.0004141421,0.000075182375],"category_scores_gemma":[0.00014531397,0.00036411264,0.000040747058,0.0013230646,0.0002536771,0.0003648425,0.00025175555,0.0018217464,0.000008218962],"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":[0.00010406642,0.000043961867,0.18320419,0.0005459721,0.00012591483,0.00063839747,0.81335616,0.0000033332362,0.000017457804,0.0004970673,0.00026901,0.0011944424],"study_design_scores_gemma":[0.00053196657,0.00007714475,0.35271472,0.00015581456,0.000059821603,0.000010284095,0.64577276,8.825177e-7,0.0000074081827,0.00026303667,0.00016962657,0.00023651615],"about_ca_topic_score_codex":0.99943954,"about_ca_topic_score_gemma":0.99998486,"teacher_disagreement_score":0.16951053,"about_ca_system_score_codex":0.0037122436,"about_ca_system_score_gemma":0.0030469673,"threshold_uncertainty_score":0.9998811},"labels":[],"label_agreement":null},{"id":"W2481042998","doi":"","title":"Catalytic Glycerol Hydrogenolysis to Produce 1,2-propanediol with Molecular Hydrogen and in situ Hydrogen Produced from Steam Reforming","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Catalysis for Biomass Conversion","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","keywords":"Hydrogenolysis; Steam reforming; Glycerol; Catalysis; Hydrogen; Propanediol; In situ; Hydrogen production; Chemistry; Organic chemistry; Materials science","score_opus":0.003579035570291152,"score_gpt":0.16131315180372743,"score_spread":0.15773411623343628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481042998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99818224,0.00037656754,0.000008581522,0.00012802873,0.00008014625,0.00085373037,0.00004856118,0.00016609098,0.00015605053],"genre_scores_gemma":[0.9923163,0.000046407433,0.00037090128,0.000008478859,0.000033888606,0.000004768513,0.001641061,0.00010786232,0.005470354],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99786574,0.00004187539,0.00025646758,0.0008983615,0.00047235194,0.00046522857],"domain_scores_gemma":[0.99862677,0.00001776619,0.00017848336,0.0008498554,0.000102952356,0.00022419599],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016568023,0.00051829865,0.00083487097,0.0008006093,0.000097962096,0.000020652244,0.00050674117,0.00034123473,0.000014846209],"category_scores_gemma":[0.000015668416,0.00057818514,0.00014992977,0.00064297824,0.00005870135,0.00028039282,0.00012507595,0.0002918941,0.0000702076],"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":[0.00045411606,0.000041986554,0.00045856397,0.0005657473,0.00056031096,0.00015601069,0.03463609,0.0032179123,0.9558101,0.0000010569793,0.000029948567,0.0040681455],"study_design_scores_gemma":[0.0009970422,0.00014431085,0.0005921616,0.000411852,0.0006330747,0.000008630711,0.016160788,0.001699875,0.97844344,0.000009486354,0.00013470653,0.0007646081],"about_ca_topic_score_codex":0.019267565,"about_ca_topic_score_gemma":0.07451291,"teacher_disagreement_score":0.055245344,"about_ca_system_score_codex":0.00031575642,"about_ca_system_score_gemma":0.00005915481,"threshold_uncertainty_score":0.9996669},"labels":[],"label_agreement":null},{"id":"W2490427618","doi":"","title":"Femtosecond Laser Interaction with Graphene Oxide Aqueous Solution","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Laser-Ablation Synthesis of Nanoparticles","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":"University of Waterloo","keywords":"Graphene; Oxide; Materials science; Aqueous solution; X-ray photoelectron spectroscopy; Laser; Surface roughness; Graphene oxide paper; Analytical Chemistry (journal); Thin film; Femtosecond; Nanotechnology; Chemical engineering; Optics; Composite material; Chemistry; Chromatography; Organic chemistry","score_opus":0.010580021042695207,"score_gpt":0.1912186897813463,"score_spread":0.1806386687386511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490427618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978713,0.00008217815,0.000048458114,0.000089966925,0.0002524388,0.00018073575,0.000027681926,0.0002328724,0.0012144179],"genre_scores_gemma":[0.9545069,0.000059180766,0.001400511,0.00000389047,0.000027672248,9.1719824e-7,0.00034166526,0.00005164934,0.043607652],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909234,0.00003440078,0.00013139653,0.00023472396,0.00028049515,0.0002266392],"domain_scores_gemma":[0.9992525,0.00003149308,0.0001491977,0.00025529735,0.00020024883,0.0001112652],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009965742,0.00023701724,0.00031662986,0.00030384015,0.00008520448,0.000025602321,0.0001891813,0.00022120107,0.0002287049],"category_scores_gemma":[0.000008903911,0.00026395632,0.00008898499,0.00018466047,0.000043822198,0.00050764595,0.000017202636,0.0001940952,0.00015190816],"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":[0.0038127375,0.0006889113,0.003044382,0.0030015155,0.0028987164,0.00039234964,0.1896889,0.091835395,0.59017503,0.0001826573,0.058525536,0.055753883],"study_design_scores_gemma":[0.00456782,0.000598243,0.021467727,0.0014972141,0.0013993578,0.000045741694,0.27293584,0.022453064,0.6607447,0.00061423884,0.010934257,0.0027417445],"about_ca_topic_score_codex":0.0062180595,"about_ca_topic_score_gemma":0.08262165,"teacher_disagreement_score":0.08324695,"about_ca_system_score_codex":0.00015698599,"about_ca_system_score_gemma":0.000048955197,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W2495250774","doi":"","title":"Performance of a Surface-Flow Constructed Wetland Treating Landfill Surface-Water Runoff","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Constructed Wetlands for Wastewater Treatment","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":"Surface runoff; Surface water; Wetland; Environmental science; Hydrology (agriculture); Environmental engineering; Subsurface flow; Constructed wetland; Water resource management; Geology; Geotechnical engineering; Groundwater; Wastewater; Ecology","score_opus":0.005238899529351572,"score_gpt":0.1695344476832215,"score_spread":0.16429554815386993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495250774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667025,0.00002392113,6.049295e-7,0.000054661148,0.00021917556,0.0005148228,0.00014388427,0.00006168624,0.0023109873],"genre_scores_gemma":[0.84321404,0.00008341674,0.004290105,0.0000020891596,0.000010283444,5.595426e-7,0.0011021125,0.00003863564,0.15125877],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99800515,0.0000796552,0.00031874608,0.0005704095,0.00050520286,0.0005208511],"domain_scores_gemma":[0.99882805,0.000035444238,0.00039827867,0.00050225685,0.000076341625,0.00015965039],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011484255,0.0004633548,0.0007389537,0.00011321849,0.00022470624,0.000022546228,0.00046751602,0.0003548264,0.006964803],"category_scores_gemma":[0.0000042210772,0.00040155603,0.0002137872,0.0002064295,0.0003554592,0.00035887523,0.00019423547,0.00023997115,0.00043748773],"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":[0.000705884,0.00020885143,0.53913355,0.0006106767,0.0005028157,0.00005291364,0.09549971,0.0051450413,0.3514711,0.0000030715303,0.0009555396,0.005710841],"study_design_scores_gemma":[0.009122926,0.0015182348,0.26919752,0.0013755069,0.0015108711,0.000081053775,0.092374526,0.02370268,0.5976656,0.00006770963,0.0007064597,0.002676923],"about_ca_topic_score_codex":0.075958334,"about_ca_topic_score_gemma":0.023529114,"teacher_disagreement_score":0.26993603,"about_ca_system_score_codex":0.00019888168,"about_ca_system_score_gemma":0.000038768016,"threshold_uncertainty_score":0.99984366},"labels":[],"label_agreement":null},{"id":"W2497290497","doi":"","title":"Investigation of effect of temperature and forming speed on the formability of AA3003 Brazing Sheets","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Metal Forming Simulation Techniques","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":"Formability; Brazing; Materials science; Metallurgy; Mechanical engineering; Composite material; Engineering drawing; Engineering; Alloy","score_opus":0.0071647981589422795,"score_gpt":0.1939868708753791,"score_spread":0.18682207271643683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497290497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989633,0.000049020262,0.0000066714074,0.00003076418,0.00007835378,0.0004071004,0.0000338299,0.000047187536,0.00038379667],"genre_scores_gemma":[0.997315,0.000039335424,0.00031842952,0.0000010869776,0.0000069281955,2.955959e-7,0.000059941918,0.000017832886,0.0022411433],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926686,0.000059118913,0.00021033303,0.00013321447,0.00022274033,0.00010772591],"domain_scores_gemma":[0.9990334,0.00024771376,0.00029672173,0.00026060687,0.0001303088,0.000031230455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039093566,0.0001763795,0.0004356118,0.0002221388,0.00005328459,0.0000036722124,0.00017576454,0.0002367643,0.000029544015],"category_scores_gemma":[0.0000754274,0.00013531021,0.00011910831,0.00013967455,0.00010901877,0.00022460871,0.000025046093,0.00015219238,7.0302013e-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":[0.00024016379,0.000008500969,0.002965461,0.004782931,0.00014352768,6.7711545e-7,0.031461645,0.00011369395,0.95510274,0.00066088006,0.00009681765,0.0044229357],"study_design_scores_gemma":[0.00033468546,0.00022442306,0.006858613,0.0010780474,0.00009086205,3.3426446e-7,0.0027168,0.0005187747,0.9875541,0.00048537558,0.0000068850863,0.00013111052],"about_ca_topic_score_codex":0.00067538756,"about_ca_topic_score_gemma":0.00035745738,"teacher_disagreement_score":0.03245132,"about_ca_system_score_codex":0.000037893933,"about_ca_system_score_gemma":0.00001661878,"threshold_uncertainty_score":0.55177903},"labels":[],"label_agreement":null},{"id":"W2498171774","doi":"10.3791/54261","title":"Impression Cytology of the Lid Wiper Area","year":2017,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Ocular Surface and Contact Lens","field":"Medicine","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":"University of Waterloo","funders":"","keywords":"Confocal; Staining; Eyelid; Impression; Biomedical engineering; Membrane; Anatomy; Cytology; Pathology; Chemistry; Biology; Ophthalmology; Medicine; Computer science; Optics","score_opus":0.014587280232930518,"score_gpt":0.215304820614805,"score_spread":0.20071754038187448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498171774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991992,0.000045084136,0.0000087037815,0.006519349,0.000105722786,0.00011534808,0.000005814168,0.000010190705,0.0011978043],"genre_scores_gemma":[0.9212784,0.000047968562,0.00019952726,0.00003691244,0.0000114796085,3.7882728e-8,0.0000017371203,0.000004775885,0.07841913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954957,0.000024094797,0.000050601215,0.00011961487,0.00013185877,0.00012427484],"domain_scores_gemma":[0.9990494,0.0000107091655,0.00014572572,0.0006645346,0.00008108344,0.000048528997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006175076,0.00006845294,0.00021379016,0.000033807715,0.00021024238,0.000004074597,0.00028062097,0.00009130694,0.00019441725],"category_scores_gemma":[0.000022605427,0.000050667033,0.00013465523,0.000025855941,0.00021345621,0.0001002749,0.00019442778,0.00010464512,0.00001726975],"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":[0.00034322444,0.00013326411,0.7113398,0.000114292845,0.0001443843,0.0000756866,0.021779668,0.00000425353,0.2613105,0.00028243053,0.0008269126,0.0036456126],"study_design_scores_gemma":[0.0019592433,0.00024443804,0.91363657,0.00025185104,0.00024455853,0.000009279125,0.015842304,0.00013695331,0.0643703,0.00008373696,0.0031047754,0.0001159727],"about_ca_topic_score_codex":0.015425497,"about_ca_topic_score_gemma":0.0055617513,"teacher_disagreement_score":0.2022968,"about_ca_system_score_codex":0.0000150662145,"about_ca_system_score_gemma":0.000039339604,"threshold_uncertainty_score":0.9911309},"labels":[],"label_agreement":null},{"id":"W2507799137","doi":"","title":"Population Differentiation of Ontario Lake trout (Salvelinus namaycush) using the Major Histocompatibility Complex class II β gene","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Salvelinus; Trout; Major histocompatibility complex; Population; Fishery; Biology; Class (philosophy); Ecology; Zoology; Geography; Gene; Fish <Actinopterygii>; Genetics; Demography; Sociology; Computer science; Artificial intelligence","score_opus":0.014731775215559047,"score_gpt":0.20143903658901513,"score_spread":0.18670726137345608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507799137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976966,0.000004024903,0.00007563478,0.00028083022,0.00022924163,0.0005174112,0.000022374019,0.000020565807,0.0011533526],"genre_scores_gemma":[0.89183295,0.0000036664248,0.0010208876,0.000028982698,0.0000128003385,8.588642e-7,0.0008452193,0.000010521349,0.10624411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889565,0.000101848615,0.00020232686,0.00033507159,0.0002754036,0.00018972806],"domain_scores_gemma":[0.9990472,0.000025990948,0.0005438569,0.0003161601,0.000035741192,0.00003103201],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020192289,0.00019593141,0.00040116932,0.00007539133,0.00060894527,0.0000059638937,0.00032635752,0.00017559485,0.0018734059],"category_scores_gemma":[0.000009323286,0.00018464636,0.00014445126,0.00009995642,0.00018324045,0.00014596376,0.00023012632,0.00016712575,0.000021452026],"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":[0.0005006451,0.00040905245,0.8415049,0.00032665284,0.00043485887,0.0000036746703,0.14100865,0.0021847466,0.0050988607,0.00017824434,0.0077249804,0.0006247994],"study_design_scores_gemma":[0.000459615,0.00008829508,0.99116313,0.000025639112,0.00034415742,2.6610752e-7,0.005352668,0.0013182693,0.000101366684,0.00018796272,0.0007832024,0.00017544322],"about_ca_topic_score_codex":0.42561325,"about_ca_topic_score_gemma":0.98839843,"teacher_disagreement_score":0.56278515,"about_ca_system_score_codex":0.0005286479,"about_ca_system_score_gemma":0.00002005115,"threshold_uncertainty_score":0.999039},"labels":[],"label_agreement":null},{"id":"W2510447366","doi":"","title":"Assessing Mission-critical Vehicular Safety Applications under Various Network Conditions","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vehicular Ad Hoc Networks (VANETs)","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 Waterloo; Ministry of Education, Libya","keywords":"Engineering; Aeronautics; Computer science; Systems engineering; Transport engineering","score_opus":0.011602200671137805,"score_gpt":0.2409052852768708,"score_spread":0.229303084605733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510447366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453461,0.004990349,0.02485809,0.0014659674,0.0027480088,0.0022291034,0.00036107787,0.0019015436,0.016099729],"genre_scores_gemma":[0.8508712,0.00061249954,0.018281976,0.000084096595,0.0010378389,0.000011289713,0.014568436,0.000415683,0.114117],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982036,0.000093390445,0.00025130462,0.00042895912,0.00044529824,0.0005774967],"domain_scores_gemma":[0.99852616,0.00012737137,0.00012037138,0.0005476373,0.00032561304,0.00035283857],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023915837,0.00039226652,0.0005779757,0.00019155823,0.0004426847,0.00008215044,0.00044517085,0.00066698715,0.0003273287],"category_scores_gemma":[0.000013698493,0.0005049796,0.00023178411,0.00042037497,0.00013625453,0.00040711806,0.000062643325,0.0006888271,0.00016231419],"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":[0.000028568407,0.00006633918,0.000025805875,0.00038500156,0.00029320293,0.00007102331,0.004623178,0.971594,0.0010106635,0.0017297855,0.018918218,0.0012542212],"study_design_scores_gemma":[0.003360448,0.00019633507,0.010108955,0.003028596,0.003525766,0.000117895695,0.15536298,0.69417405,0.00037321803,0.019969976,0.10538863,0.0043931534],"about_ca_topic_score_codex":0.001359433,"about_ca_topic_score_gemma":0.0053768926,"teacher_disagreement_score":0.27741992,"about_ca_system_score_codex":0.00033375982,"about_ca_system_score_gemma":0.00019628897,"threshold_uncertainty_score":0.9997402},"labels":[],"label_agreement":null},{"id":"W2511783374","doi":"","title":"Building on Building on Main Streets","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Design and Spatial 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":"Architectural engineering; Construction engineering; Engineering; Civil engineering","score_opus":0.00887073921730712,"score_gpt":0.18273921908424187,"score_spread":0.17386847986693477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511783374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699664,0.0000801532,0.00022534297,0.00006749149,0.00028631045,0.00013533534,0.00003622359,0.00018580329,0.0019867108],"genre_scores_gemma":[0.7951309,0.00028453942,0.0031118055,0.000013785449,0.00008431869,4.881034e-7,0.00023227914,0.00007972046,0.20106219],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883926,0.000033957396,0.00013249884,0.00033224773,0.00035346305,0.00030854775],"domain_scores_gemma":[0.9993803,0.00004494124,0.00010262242,0.00031087044,0.000049697832,0.000111564485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000064079315,0.0003294042,0.0004744797,0.00059353496,0.00017753303,0.000017157077,0.00034695797,0.00031664694,0.00019417083],"category_scores_gemma":[0.000008218895,0.00039491878,0.00027548158,0.0002684571,0.00003224971,0.00010326453,0.00001889214,0.00036666647,0.00008098719],"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":[0.0014382174,0.00071600405,0.0009903837,0.002605526,0.0046715876,0.0025170723,0.1902723,0.2513049,0.3689421,0.006843693,0.09216316,0.07753504],"study_design_scores_gemma":[0.012109307,0.0045602685,0.049700886,0.0112650255,0.0053963154,0.000040162515,0.22409385,0.27721402,0.37376663,0.0026938454,0.024443524,0.0147161465],"about_ca_topic_score_codex":0.008152786,"about_ca_topic_score_gemma":0.013612377,"teacher_disagreement_score":0.20186575,"about_ca_system_score_codex":0.00018773344,"about_ca_system_score_gemma":0.00002359174,"threshold_uncertainty_score":0.9998503},"labels":[],"label_agreement":null},{"id":"W2512080910","doi":"","title":"An interdisciplinary approach to monitoring the hydroecology of thermokarst lakes in Old Crow Flats, Yukon Territory, Canada","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":8,"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; Parks Canada; Natural Sciences and Engineering Research Council of Canada; Wilfrid Laurier University","keywords":"Thermokarst; Archaeology; Geography; History; Environmental ethics; Physical geography; Oceanography; Geology; Permafrost; Philosophy","score_opus":0.017073699428486914,"score_gpt":0.22038927846169312,"score_spread":0.2033155790332062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512080910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961503,0.00020786705,1.9892472e-7,0.00022059183,0.00077421,0.00023232373,0.000548687,0.0000080786895,0.0018577564],"genre_scores_gemma":[0.9812822,0.000040161955,0.000032869855,0.000011548787,0.00012848893,2.8528692e-7,0.0024733087,0.0000072519856,0.016023925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989923,0.000091339585,0.0001352891,0.00025201566,0.00021671395,0.00031230398],"domain_scores_gemma":[0.99936175,0.000054652624,0.00015366593,0.0002744925,0.00003908843,0.000116328076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001682359,0.00018385581,0.00032515614,0.00016939564,0.00018319034,0.000012152181,0.00054504274,0.00017691337,0.00057763164],"category_scores_gemma":[0.0000022679305,0.00015937396,0.00006406081,0.00014154782,0.00006318164,0.0001880993,0.000039626026,0.00022154863,0.000010387248],"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":[0.00034122373,0.00009303842,0.70697606,0.00033987928,0.000055676126,0.00002918777,0.2838539,0.00070108735,0.0041038464,0.00000555654,0.0008512052,0.0026493783],"study_design_scores_gemma":[0.00013753983,0.00009867554,0.78235704,0.00008395107,0.00003466398,0.0000021633489,0.21636343,0.00043562966,0.00021703997,0.000009801801,0.00009817249,0.00016187454],"about_ca_topic_score_codex":0.9531463,"about_ca_topic_score_gemma":0.9988417,"teacher_disagreement_score":0.07538101,"about_ca_system_score_codex":0.00003198783,"about_ca_system_score_gemma":0.00009733104,"threshold_uncertainty_score":0.6499081},"labels":[],"label_agreement":null},{"id":"W2513793406","doi":"","title":"Divergent affordability: Transit access and housing in North American cities","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Transport and Accessibility","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":"Transit (satellite); Geography; Regional science; Affordable housing; Economic geography; Political science; Transport engineering; Economic growth; Business; Public transport; Economics; Engineering","score_opus":0.015801580434596077,"score_gpt":0.24374926667215674,"score_spread":0.22794768623756068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513793406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979437,0.00005149459,0.000008060319,0.00044870694,0.00016402587,0.00028053447,0.000032593343,0.000044338645,0.0010265737],"genre_scores_gemma":[0.97893655,0.0002601362,0.00010538133,0.000012183324,0.000035775472,3.817856e-7,0.0001451692,0.000011658414,0.020492772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986847,0.00012621371,0.00014648808,0.0003996645,0.00033417784,0.0003087241],"domain_scores_gemma":[0.99932367,0.00004425049,0.00022038024,0.0001873581,0.0001032622,0.00012111239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002683207,0.00018388244,0.00047093554,0.000226103,0.00039682077,0.000055553275,0.00046762408,0.00013274713,0.00012407124],"category_scores_gemma":[0.000012626384,0.00021734435,0.00011521561,0.000444818,0.00064149464,0.00047740163,0.000032746877,0.00020966602,0.0000022091701],"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":[0.00011956176,0.00004525446,0.7552076,0.00021147182,0.000022616146,0.000008506442,0.23783809,0.000007570915,0.000010876166,0.000050291215,0.000028289443,0.0064498633],"study_design_scores_gemma":[0.00022507063,0.00003314582,0.80773807,0.00005376616,0.000072047,1.8455436e-8,0.19110994,0.000010285666,0.000027528662,0.00013103026,0.0003812495,0.00021785503],"about_ca_topic_score_codex":0.5537116,"about_ca_topic_score_gemma":0.9885165,"teacher_disagreement_score":0.4348049,"about_ca_system_score_codex":0.00010003001,"about_ca_system_score_gemma":0.00013616853,"threshold_uncertainty_score":0.88630456},"labels":[],"label_agreement":null},{"id":"W2519708604","doi":"","title":"Justice that is Healing: Responding to Domestic Violence in Aboriginal Communities","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Multicultural Socio-Legal 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":"University of Waterloo","keywords":"Restorative justice; Criminology; Economic Justice; Domestic violence; Political science; Psychology; Law; Medicine; Medical emergency; Suicide prevention; Poison control","score_opus":0.045348481866779915,"score_gpt":0.31732768999024724,"score_spread":0.2719792081234673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519708604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926766,0.00024523123,0.0000022835238,0.0013808402,0.00050396717,0.00038633245,0.00003152333,0.00005714544,0.0047160424],"genre_scores_gemma":[0.6632351,0.0023588787,0.00097181724,0.00007355555,0.000062944135,0.0000017081317,0.000056453406,0.000017140454,0.33322236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837893,0.00027445852,0.00013444173,0.00026558046,0.00049113116,0.00045543094],"domain_scores_gemma":[0.9989774,0.00018786249,0.0002204599,0.00021216323,0.00024935833,0.00015271058],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044224455,0.00023495809,0.00045034828,0.000503583,0.0011459034,0.000041789048,0.0007462773,0.00028545072,0.0003048546],"category_scores_gemma":[0.000054512235,0.00026270593,0.00011461186,0.00063739234,0.00030432496,0.00032726148,0.00007728041,0.00038853104,0.00008302287],"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":[0.00021016723,0.00003741084,0.00358663,0.00021177962,0.00004323996,0.000026954387,0.99210894,0.000008300381,0.00009124799,0.0024319654,0.0004758595,0.0007674945],"study_design_scores_gemma":[0.00025157514,0.000059029546,0.018609341,0.0010805118,0.00017305349,2.8833244e-7,0.9736261,0.000006670553,0.00011889497,0.00023406313,0.0055164937,0.00032402892],"about_ca_topic_score_codex":0.76144695,"about_ca_topic_score_gemma":0.7566711,"teacher_disagreement_score":0.3294415,"about_ca_system_score_codex":0.00036751895,"about_ca_system_score_gemma":0.00016552048,"threshold_uncertainty_score":0.99998254},"labels":[],"label_agreement":null},{"id":"W2520631888","doi":"","title":"Basic Processes in Reading: The Role of Spatial Attention in Visual Word Processing","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Categorization, perception, and language","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":"University of Waterloo","keywords":"Reading (process); Word (group theory); Cognitive psychology; Computer science; Psychology; Linguistics; Natural language processing; Cognitive science; Artificial intelligence; Communication; Philosophy","score_opus":0.00868346652616233,"score_gpt":0.2435271965140702,"score_spread":0.23484372998790787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520631888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758285,0.00035395604,0.000013229788,0.00007074539,0.00015276679,0.00030796413,0.00000966722,0.000022903203,0.0014859388],"genre_scores_gemma":[0.9149309,0.00014788806,0.000027027038,0.0000036929537,0.00004963663,0.0000018062537,0.00062164076,0.000021060016,0.084196344],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989565,0.000101422,0.00019297097,0.0003216361,0.00021764633,0.00020980048],"domain_scores_gemma":[0.9992443,0.000028624732,0.00034539154,0.00017184288,0.00018133176,0.00002851644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014232339,0.00017526049,0.00031770513,0.00049381366,0.000109637,0.000010145675,0.0002428196,0.00028089317,0.00045086956],"category_scores_gemma":[0.000017267219,0.00017748441,0.000074147996,0.0005441066,0.00009884533,0.00018565435,0.000018544666,0.00022516515,0.000019714615],"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":[0.0006382361,0.00040161976,0.097096816,0.0005740546,0.00003808918,0.000029432518,0.8689662,0.000027024575,0.005245204,0.00008036797,0.000101573314,0.026801344],"study_design_scores_gemma":[0.0007240691,0.000070656795,0.4966733,0.00028709375,0.000051267914,0.0000042056654,0.50129205,0.00009451066,0.00036180278,0.00006251085,0.00018980468,0.00018873098],"about_ca_topic_score_codex":0.11884897,"about_ca_topic_score_gemma":0.3883125,"teacher_disagreement_score":0.39957646,"about_ca_system_score_codex":0.00007133902,"about_ca_system_score_gemma":0.00014626684,"threshold_uncertainty_score":0.8870187},"labels":[],"label_agreement":null},{"id":"W2520940762","doi":"","title":"A Three-Dimensional Forward Dynamic Model of the Golf Swing","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sports Dynamics and Biomechanics","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; Government of Ontario","keywords":"Swing; Computer science; Engineering; Mechanical engineering","score_opus":0.007772038231856199,"score_gpt":0.17876381609045516,"score_spread":0.17099177785859895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520940762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99858207,0.0001028717,0.00032283494,0.000055688117,0.00045766254,0.00016278651,0.00011115171,0.00005248042,0.00015243527],"genre_scores_gemma":[0.9410261,0.00004538193,0.0027716372,0.000003970535,0.000013533856,3.154205e-7,0.00041165162,0.00005696092,0.055670444],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992105,0.000004960467,0.000120007695,0.00017167791,0.00031585494,0.00017700317],"domain_scores_gemma":[0.9993581,0.0000064567016,0.00013195796,0.00029448557,0.00015458038,0.00005441657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009566187,0.0001885746,0.00030391742,0.00014648981,0.00006143682,0.000005319438,0.00035273636,0.0002633717,0.000023222532],"category_scores_gemma":[0.0000027982887,0.00017641073,0.00019875521,0.00015749721,0.00003163452,0.00007806109,0.00006461345,0.00019911617,0.00000477883],"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":[0.0004943411,0.00020117739,0.00037247667,0.0024550657,0.0011179522,0.000040315976,0.07379807,0.74596614,0.1576416,0.0018101048,0.005095499,0.011007246],"study_design_scores_gemma":[0.0002660373,0.00001832743,0.00042540455,0.00018041424,0.00013380138,0.0000011650526,0.0064149746,0.9901771,0.0003522081,0.0017948216,0.000025786932,0.00020995304],"about_ca_topic_score_codex":0.0035347207,"about_ca_topic_score_gemma":0.07552193,"teacher_disagreement_score":0.24421096,"about_ca_system_score_codex":0.000120846846,"about_ca_system_score_gemma":0.000087638466,"threshold_uncertainty_score":0.94134736},"labels":[],"label_agreement":null},{"id":"W2521117752","doi":"","title":"Goderich: A Case Study of Conserving Cultural Heritage Resources in a Disaster","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Cultural heritage; Environmental planning; Geography; Political science; Environmental resource management; History; Archaeology; Environmental science","score_opus":0.018294206757098704,"score_gpt":0.2566457767051621,"score_spread":0.2383515699480634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521117752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99010026,0.00004942774,3.391673e-7,0.00022895145,0.00015498203,0.00046241735,0.000006902769,0.00002254907,0.008974184],"genre_scores_gemma":[0.6821522,0.000030503767,0.000027919554,0.000002718424,0.0000147383025,4.6892438e-7,0.0000049631976,0.0000063179145,0.3177602],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871737,0.00022567224,0.00015208725,0.00029198313,0.00036249447,0.00025039175],"domain_scores_gemma":[0.9993075,0.000052957213,0.0002708202,0.0002023486,0.00010269185,0.00006366256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022828703,0.00015274345,0.00033515895,0.0002256319,0.00027562602,0.00003356135,0.00046559446,0.00013299938,0.00018346302],"category_scores_gemma":[0.000019813913,0.00013829343,0.00008573184,0.00028236167,0.0002496852,0.0003730393,0.000106197076,0.00010593448,0.000010295508],"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":[0.00010302984,0.00020291674,0.010511315,0.00014377739,0.000045949564,0.00071643677,0.98651063,0.0000018696211,0.00022593356,0.00004918242,0.0001866799,0.0013022663],"study_design_scores_gemma":[0.00067072385,0.00011200881,0.0056122276,0.0002656099,0.000066427965,0.0000017893748,0.9926487,0.0000056295253,0.000008303026,0.00002188478,0.00041525904,0.00017143796],"about_ca_topic_score_codex":0.37585825,"about_ca_topic_score_gemma":0.8665905,"teacher_disagreement_score":0.49073228,"about_ca_system_score_codex":0.000053129377,"about_ca_system_score_gemma":0.000041115734,"threshold_uncertainty_score":0.628298},"labels":[],"label_agreement":null},{"id":"W2522820137","doi":"","title":"Sir John Eldon Gorst and British Social Policy 1875-1914","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Political and Economic history of UK and US","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":"Government of Ontario","keywords":"Political science; Sociology; Economic history; Law; Theology; History; Philosophy","score_opus":0.010879930490756714,"score_gpt":0.22271936399502576,"score_spread":0.21183943350426904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522820137","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":[0.8779461,0.00012819623,0.0000012487172,0.0028876886,0.00030960087,0.00010096026,0.00008752889,0.00004510646,0.11849362],"genre_scores_gemma":[0.27389634,0.00052136,0.000041846626,0.00003026535,0.0004014399,1.9757817e-7,0.000041737032,0.000010591616,0.72505623],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990355,0.00007453277,0.000092368464,0.00026409293,0.00015516122,0.00037837223],"domain_scores_gemma":[0.99949956,0.000029865365,0.00012656758,0.00007711137,0.000070067625,0.00019682744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016179375,0.00012733278,0.00031070402,0.00013462939,0.0011229595,0.00004124688,0.00022625981,0.00035478483,0.0006808978],"category_scores_gemma":[0.00003894851,0.00016339101,0.00013779895,0.000070968206,0.00048214907,0.00022312916,0.000026676267,0.00012977667,0.000092232316],"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":[0.00012879784,0.00010344057,0.00073022465,0.00028421413,0.00014446156,0.000060056715,0.7822925,1.10675906e-7,0.00020633178,0.10845834,0.017292954,0.09029856],"study_design_scores_gemma":[0.0010535514,0.00008718524,0.018073529,0.00023943119,0.00013669512,0.0000026878222,0.30601096,0.000002395302,0.000040488634,0.012449444,0.6611783,0.0007253786],"about_ca_topic_score_codex":0.5287462,"about_ca_topic_score_gemma":0.48407498,"teacher_disagreement_score":0.6438853,"about_ca_system_score_codex":0.00019281048,"about_ca_system_score_gemma":0.0003098723,"threshold_uncertainty_score":0.863701},"labels":[],"label_agreement":null},{"id":"W2523088867","doi":"","title":"Investigation in Alternative Devices for Joint Load Transfer in Jointed Concrete Pavement","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Joint (building); Structural engineering; Transfer (computing); Engineering; Geotechnical engineering; Computer science; Civil engineering","score_opus":0.023670596215274457,"score_gpt":0.2128659473324313,"score_spread":0.18919535111715685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523088867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99780494,0.00009937083,0.00020491722,0.00010735121,0.0002869009,0.0012566325,0.000025181882,0.000052097712,0.00016261528],"genre_scores_gemma":[0.9792478,0.00020104833,0.0012948016,0.000017282744,0.000032941844,0.000021333804,0.0012655482,0.000045237244,0.01787397],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988244,0.000041443833,0.00028789268,0.00026348227,0.00032101397,0.00026175953],"domain_scores_gemma":[0.999483,0.000026218613,0.000102412974,0.00014624963,0.0001881613,0.00005398497],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030482377,0.00024738803,0.00038871687,0.00046238903,0.000039001243,0.000015115301,0.00017354455,0.00021472723,0.0001654755],"category_scores_gemma":[0.000009166894,0.000310024,0.00008612241,0.0001967803,0.00003393886,0.0005059049,0.0000115571875,0.00021298813,0.000030876516],"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":[0.00031418478,0.00003772237,0.005324556,0.0047385055,0.00041018293,0.000016466112,0.6401133,0.030533344,0.31250554,0.0004965964,0.0011783703,0.004331202],"study_design_scores_gemma":[0.0070723635,0.0004250706,0.062810875,0.0029152837,0.00022326643,5.2906955e-7,0.2094137,0.4111493,0.30404422,0.00040853716,0.00029475076,0.0012421195],"about_ca_topic_score_codex":0.013897702,"about_ca_topic_score_gemma":0.11523145,"teacher_disagreement_score":0.43069962,"about_ca_system_score_codex":0.0005655712,"about_ca_system_score_gemma":0.00008194619,"threshold_uncertainty_score":0.9999352},"labels":[],"label_agreement":null},{"id":"W2523835372","doi":"","title":"Optimal Control of Li-Ion Hydrogen Fuel Cell Hybrid Vehicles","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Fuel cells; Hydrogen; Automotive engineering; Hydrogen fuel; Ion; Control (management); Engineering; Computer science; Chemistry; Chemical engineering; Organic chemistry; Artificial intelligence","score_opus":0.004982443172859948,"score_gpt":0.16348924847677312,"score_spread":0.15850680530391317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523835372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947092,0.003452838,0.000080375685,0.00004315472,0.00014435167,0.00020547728,0.000064947475,0.00033259598,0.00096708775],"genre_scores_gemma":[0.9647354,0.00087091967,0.00040831833,0.000001526586,0.00003118076,5.436028e-7,0.00016102428,0.000040437862,0.03375066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990832,0.000018931853,0.00015372946,0.00019482817,0.00020806736,0.00034122934],"domain_scores_gemma":[0.9993571,0.000031009076,0.00017161296,0.00028168788,0.000092520764,0.00006608657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000086305416,0.0002543027,0.0004945632,0.00030585946,0.000059329777,0.0000060666903,0.00040534613,0.0002761713,0.000073810326],"category_scores_gemma":[0.0000043723726,0.00030864606,0.0001856773,0.0001466754,0.00007501941,0.000177289,0.000030577005,0.0003152049,0.000044305958],"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":[0.0012765548,0.00075851433,0.008341451,0.013295822,0.002185662,0.00025894443,0.069156334,0.033190444,0.8219766,0.00055386167,0.011294353,0.03771144],"study_design_scores_gemma":[0.0028344104,0.00044325533,0.00957446,0.0003256511,0.0010148804,0.000012060292,0.03765195,0.0161322,0.9287708,0.00019250269,0.0017719361,0.0012758998],"about_ca_topic_score_codex":0.0024708945,"about_ca_topic_score_gemma":0.0008200671,"teacher_disagreement_score":0.10679418,"about_ca_system_score_codex":0.000062812105,"about_ca_system_score_gemma":0.000028711176,"threshold_uncertainty_score":0.9999366},"labels":[],"label_agreement":null},{"id":"W2524395309","doi":"","title":"Assessing the use of biotic and abiotic soil remediation for the restoration of temperate meadow ecosystems","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Abiotic component; Environmental science; Ecosystem; Environmental remediation; Temperate climate; Ecology; Biotic component; Agroforestry; Biology","score_opus":0.03782073638059162,"score_gpt":0.21295816769047274,"score_spread":0.17513743130988113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524395309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99763626,0.00015335107,0.000002817619,0.0016149874,0.00020754887,0.0003075556,0.00006412518,0.0000063924194,0.000006942203],"genre_scores_gemma":[0.9939553,0.00026947295,0.000049585247,0.000008802129,0.000042489602,4.917415e-7,0.00022496379,8.189546e-7,0.005448084],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99942404,0.00011732842,0.00012600265,0.00013465428,0.000106165,0.00009182907],"domain_scores_gemma":[0.9985606,0.00075711164,0.00042690808,0.000054486125,0.00018641427,0.000014449762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031735914,0.00009449314,0.00023626225,0.000016691978,0.00035996508,0.00002276495,0.0001368328,0.0001602561,0.0000083190325],"category_scores_gemma":[0.00006775765,0.00003542956,0.000069038455,0.00009390196,0.00011116072,0.00015300431,0.000019047138,0.000073017254,6.125011e-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":[0.0008112818,0.00019543532,0.07277784,0.0020117988,0.0009559055,0.0000024030908,0.08818466,0.00038410284,0.7921177,0.0007430903,0.0057815816,0.036034208],"study_design_scores_gemma":[0.00039515342,0.0005223424,0.8332489,0.00040760878,0.000640777,0.0000018400984,0.15085405,0.0048037283,0.006888214,0.0001251338,0.001839123,0.00027313162],"about_ca_topic_score_codex":0.012344954,"about_ca_topic_score_gemma":0.30469814,"teacher_disagreement_score":0.7852295,"about_ca_system_score_codex":0.000010419792,"about_ca_system_score_gemma":0.000011923065,"threshold_uncertainty_score":0.99423194},"labels":[],"label_agreement":null},{"id":"W2524440126","doi":"","title":"Resilient Disaster Recovery: A Critical Assessment of the 2006 Yogyakarta, Indonesia Earthquake using a Vulnerability, Resilience and Sustainable Livelihoods Framework","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_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; Universitas Syiah Kuala; University of Waterloo","keywords":"Livelihood; Resilience (materials science); Vulnerability (computing); Vulnerability assessment; Environmental planning; Business; Environmental resource management; Geography; Computer security; Psychological resilience; Environmental science; Computer science; Psychology","score_opus":0.011691741709403194,"score_gpt":0.2790871677627675,"score_spread":0.2673954260533643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524440126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929523,0.00013393887,0.0001342339,0.00109012,0.0003781738,0.0008310477,0.000015033428,0.000021989828,0.004443173],"genre_scores_gemma":[0.7706188,0.00010528945,0.0015444634,0.000019655892,0.0000391906,0.0000017453469,0.000008810619,0.000014779478,0.22764727],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971436,0.0005785312,0.00025568294,0.00054963026,0.0008562555,0.0006162765],"domain_scores_gemma":[0.9982852,0.00026768632,0.00035533606,0.0005085318,0.00043101123,0.0001522819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007930104,0.0002571438,0.00046579484,0.00022032624,0.0010705206,0.00012655799,0.0007902937,0.00038136952,0.00033505936],"category_scores_gemma":[0.00022194664,0.00023354235,0.00018696903,0.0005334767,0.0013338935,0.00063046813,0.0003899011,0.00041276726,0.0000052087016],"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":[0.00040714166,0.00096731645,0.12764117,0.0036778504,0.00025841338,0.00005850934,0.75431085,0.0004951258,0.0013500544,0.10204267,0.0023258848,0.006465028],"study_design_scores_gemma":[0.00023638294,0.00015105552,0.2627453,0.0007044233,0.00021479842,5.418234e-7,0.7313634,0.00025621254,0.000049464434,0.0035263042,0.00042322246,0.0003288912],"about_ca_topic_score_codex":0.08035457,"about_ca_topic_score_gemma":0.04091216,"teacher_disagreement_score":0.2232041,"about_ca_system_score_codex":0.00014900121,"about_ca_system_score_gemma":0.00040828955,"threshold_uncertainty_score":0.97658867},"labels":[],"label_agreement":null},{"id":"W2524614290","doi":"","title":"Artificial Magnetic Materials: Limitations, Synthesis and Possibilities","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magnetic Properties of Alloys","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":"Nanotechnology; Materials science; Engineering","score_opus":0.01660205571427869,"score_gpt":0.19325177985619058,"score_spread":0.17664972414191188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524614290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970609,0.00030315077,7.7616016e-7,0.0005630689,0.0008011289,0.0003156752,0.00014447856,0.00008578873,0.0007250226],"genre_scores_gemma":[0.6189083,0.00032608752,0.006800151,0.000017047494,0.00011183938,0.0000042384886,0.00016457749,0.000055810713,0.37361196],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998477,0.00012164796,0.00024413163,0.0005044015,0.0003329371,0.00031987973],"domain_scores_gemma":[0.9988048,0.00015867063,0.000275265,0.00044700553,0.00020213329,0.00011212787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032020814,0.00028631274,0.00049518875,0.00022834999,0.00026489468,0.00011648688,0.00048189794,0.00040308124,0.005138605],"category_scores_gemma":[0.00020416692,0.0003093708,0.000077666635,0.00007545702,0.0003773571,0.00026429372,0.000114459865,0.0001858527,0.0002431342],"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":[0.00030392446,0.000053784315,0.000014814374,0.0004480749,0.000014005155,0.000013540225,0.043681685,8.348204e-7,0.9471358,0.00027615047,0.00040292394,0.0076544373],"study_design_scores_gemma":[0.0002126001,0.00032653467,0.004621579,0.00027180475,0.00032311413,0.0000070634524,0.15562794,0.00002240421,0.8362513,0.0012088694,0.00050723937,0.0006195298],"about_ca_topic_score_codex":0.02680962,"about_ca_topic_score_gemma":0.0652964,"teacher_disagreement_score":0.37815264,"about_ca_system_score_codex":0.000030291678,"about_ca_system_score_gemma":0.000116829004,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W2524647694","doi":"","title":"A Study of Mechanical Systems in Canadian High-rise Multi-unit Residential Buildings","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Design Education and Practice","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); Architectural engineering; Engineering; Civil engineering; Environmental science; Mathematics; Mathematics education","score_opus":0.015666238917959485,"score_gpt":0.23024941331972576,"score_spread":0.21458317440176627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524647694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809325,0.00008559048,0.000021183805,0.00008941757,0.00096277194,0.00042219975,0.000042984975,0.000037950584,0.00024463475],"genre_scores_gemma":[0.9174711,0.000056051875,0.00024016172,0.0000012544273,0.00002626084,0.0000012110461,0.00006131603,0.000029152929,0.08211349],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99904644,0.000109623645,0.00017847288,0.00020758821,0.00020572147,0.00025216892],"domain_scores_gemma":[0.99924177,0.00005578653,0.00014388289,0.000255556,0.00013276226,0.00017021342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025088876,0.0001714482,0.00035755982,0.0007101018,0.000064467895,0.000017070342,0.00031982517,0.00025208865,0.00021558342],"category_scores_gemma":[0.000030919433,0.00020132394,0.000051331423,0.00022773504,0.000015544578,0.00023512563,0.000015245941,0.00023143772,0.00004603568],"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":[0.0009949419,0.0015168015,0.007310064,0.0031937442,0.0014415876,0.0007406481,0.9061405,0.00406801,0.056650013,0.0021187183,0.011563509,0.0042614695],"study_design_scores_gemma":[0.00452628,0.00034870068,0.041719943,0.0010105391,0.00049287424,0.0000072865732,0.9427801,0.0014084297,0.0021635045,0.00003101628,0.0045826915,0.00092865503],"about_ca_topic_score_codex":0.9629859,"about_ca_topic_score_gemma":0.98127574,"teacher_disagreement_score":0.08186885,"about_ca_system_score_codex":0.00018891039,"about_ca_system_score_gemma":0.00018920592,"threshold_uncertainty_score":0.82097524},"labels":[],"label_agreement":null},{"id":"W2524695838","doi":"","title":"Tunable Two-Color Ultrafast Yb:Fiber Chirped Pulse Amplifier: Modeling, Experiment, and Application in Tunable Short-Pulse Mid-Infrared Generation","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Fiber Laser Technologies","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ultrashort pulse; Materials science; Pulse (music); Optics; Chirped pulse amplification; Optoelectronics; Amplifier; Optical amplifier; Femtosecond pulse shaping; Laser; Physics","score_opus":0.011822807958844982,"score_gpt":0.2273443809442475,"score_spread":0.2155215729854025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524695838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99569243,0.00010479862,0.0016450215,0.00007671146,0.00008313427,0.000943497,0.000058273436,0.000108127366,0.0012880177],"genre_scores_gemma":[0.8660653,0.000044855176,0.0039781774,0.000004869705,0.000063153355,0.000039250255,0.002475927,0.0000493909,0.12727909],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99840266,0.000036143527,0.00025537965,0.0006905274,0.00020687755,0.00040841187],"domain_scores_gemma":[0.9989591,0.000015056253,0.00024411075,0.00051569083,0.00017386038,0.000092159404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000077614575,0.0003936937,0.00051178265,0.00033255972,0.00024343043,0.000058695037,0.00035152244,0.0002885408,0.00033412414],"category_scores_gemma":[0.0000036982483,0.00047578418,0.00010844858,0.00023493596,0.000084085914,0.0006467312,0.000096362775,0.00035044522,0.00005047596],"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":[0.000529644,0.000998406,0.0062662754,0.0005317439,0.000530326,0.000017940689,0.089569,0.041637328,0.8093161,0.003391269,0.0015934843,0.045618504],"study_design_scores_gemma":[0.004580228,0.0002605482,0.0018204596,0.0003497135,0.0003824604,0.000001989846,0.32745594,0.17721318,0.47948658,0.0052058185,0.0008998356,0.0023432716],"about_ca_topic_score_codex":0.034970447,"about_ca_topic_score_gemma":0.0053619854,"teacher_disagreement_score":0.3298295,"about_ca_system_score_codex":0.000116196454,"about_ca_system_score_gemma":0.000062648,"threshold_uncertainty_score":0.9997694},"labels":[],"label_agreement":null},{"id":"W2524908041","doi":"","title":"Green Decision Making by Organizations: Understanding Strategic Energy Choices","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Sustainability in Business","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":"Business; Management science; Political science; Engineering","score_opus":0.01617793850366629,"score_gpt":0.195681335647449,"score_spread":0.17950339714378272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524908041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99396425,0.0001565344,0.00052580825,0.00014848814,0.00043723173,0.00022737906,0.000014930871,0.00012129122,0.0044040605],"genre_scores_gemma":[0.8769797,0.000110869376,0.000391576,0.0000815894,0.0001763688,8.1621215e-7,0.001359279,0.000090034184,0.120809734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9986472,0.000014406848,0.00018973828,0.00046668266,0.0003768525,0.0003051097],"domain_scores_gemma":[0.99888545,0.000045419896,0.0005285435,0.00032621165,0.00019610007,0.000018271287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011663264,0.00031842405,0.00035056626,0.00045188869,0.00042656966,0.00011445571,0.00057371415,0.00031493377,0.0015432063],"category_scores_gemma":[0.000025276071,0.00038090654,0.00009681312,0.0007070405,0.00011769673,0.0012657903,0.00019883204,0.00015967326,0.00008142702],"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":[0.0058718673,0.0048777517,0.27294272,0.028545922,0.002848636,0.0009082784,0.12618501,0.0017948472,0.01765645,0.43635076,0.049286906,0.052730855],"study_design_scores_gemma":[0.0026351386,0.000091319234,0.04334364,0.0022642177,0.0014551923,0.00000402076,0.81893504,0.0019410338,0.00032203255,0.11409434,0.011895571,0.003018456],"about_ca_topic_score_codex":0.10299097,"about_ca_topic_score_gemma":0.07823972,"teacher_disagreement_score":0.69275004,"about_ca_system_score_codex":0.0002945362,"about_ca_system_score_gemma":0.00003717727,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W2524953848","doi":"","title":"Evaluating the Retrofit of Highway Bridges Using Fluid Viscous Dampers","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Damper; Structural engineering; Engineering; Geotechnical engineering; Civil engineering; Computer science","score_opus":0.022923313715776793,"score_gpt":0.2451304753396223,"score_spread":0.2222071616238455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524953848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981129,0.00040690336,0.0006503996,0.000034683173,0.00044592243,0.00009901746,0.000024053592,0.0000948575,0.00013127051],"genre_scores_gemma":[0.97906506,0.0000680704,0.0017465139,0.000001589678,0.00005282504,1.6667954e-7,0.00021288497,0.00003404715,0.018818818],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991807,0.00003234214,0.00015382146,0.00014645145,0.00028752224,0.00019916413],"domain_scores_gemma":[0.99937993,0.000035434878,0.00013823785,0.00028126978,0.000112925496,0.000052225147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014378506,0.000201558,0.00034825658,0.00020736312,0.00011070106,0.00001113255,0.00026056633,0.00017348705,0.00017853861],"category_scores_gemma":[0.000013132624,0.00019013177,0.00019422447,0.0002339979,0.000054103362,0.00014914888,0.000021055917,0.00018811609,0.000009303104],"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":[0.000048917005,0.0000081009575,0.0001967106,0.00066870474,0.00052517944,0.0000023514954,0.047334757,0.5798149,0.36687857,0.000102371545,0.00022286414,0.0041965465],"study_design_scores_gemma":[0.00045446178,0.000082632934,0.014646953,0.00032759007,0.0010989391,0.0000043111295,0.10619874,0.8352176,0.041311614,0.000012443109,0.00008206799,0.00056263956],"about_ca_topic_score_codex":0.007957158,"about_ca_topic_score_gemma":0.001784807,"teacher_disagreement_score":0.32556695,"about_ca_system_score_codex":0.00008893601,"about_ca_system_score_gemma":0.000025145835,"threshold_uncertainty_score":0.99864894},"labels":[],"label_agreement":null},{"id":"W2525066104","doi":"","title":"“Second Tier Cool”: Residents’ Experiences of a Mid-Size City’s Gentrifying Downtown","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning 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":"Downtown; Gentrification; Geography; Transport engineering; Civil engineering; Engineering; Archaeology","score_opus":0.015030263508421031,"score_gpt":0.23603316380003686,"score_spread":0.22100290029161582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525066104","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":[0.9846712,0.0004419795,0.000001911468,0.00028100883,0.00073415425,0.00018570987,0.0000722341,0.000038432892,0.013573407],"genre_scores_gemma":[0.42428428,0.00021990333,0.000119921126,0.0000076054757,0.000060443304,5.219899e-7,0.000021101743,0.000008552412,0.5752777],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99829733,0.00012850715,0.00017823678,0.00036797824,0.0006615275,0.0003664165],"domain_scores_gemma":[0.9985692,0.00016693959,0.0006442667,0.00025021366,0.00024017428,0.00012922128],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003166688,0.00019457078,0.00043654328,0.00014425517,0.00049586257,0.000029405392,0.0006922594,0.00036042088,0.004643028],"category_scores_gemma":[0.00014781267,0.0002003479,0.00018665961,0.0002294709,0.00040030756,0.00035697958,0.000047833346,0.00017385115,0.00003820826],"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":[0.00025569426,0.000037722093,0.0048825545,0.00013574497,0.00008311303,0.00002616137,0.9755919,3.469685e-7,0.0016383395,0.00016811791,0.016430719,0.0007496187],"study_design_scores_gemma":[0.00059975166,0.0000729443,0.026242264,0.00062549516,0.00008418495,3.6420826e-7,0.95518535,8.7809883e-7,0.005477754,0.000105660896,0.011255804,0.00034956197],"about_ca_topic_score_codex":0.14205094,"about_ca_topic_score_gemma":0.18995005,"teacher_disagreement_score":0.5617043,"about_ca_system_score_codex":0.00011276748,"about_ca_system_score_gemma":0.000306242,"threshold_uncertainty_score":0.99626684},"labels":[],"label_agreement":null},{"id":"W2525684756","doi":"","title":"Biomechanical Modelling of Paralympic Wheelchair Curling","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Winter Sports Injuries and Performance","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":"Curling; Wheelchair; Engineering; Physical medicine and rehabilitation; Mechanical engineering; Computer science; Medicine; World Wide Web","score_opus":0.01776844892073428,"score_gpt":0.22464884938195656,"score_spread":0.20688040046122227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525684756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972681,0.00022620174,0.00062025624,0.0004290543,0.0003926932,0.00018926854,0.000038066308,0.000035090026,0.0008012871],"genre_scores_gemma":[0.64923894,0.00061919005,0.0020709701,0.000010721524,0.00009098837,2.0038205e-7,0.00023160629,0.000027322034,0.34771004],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989967,0.000011476037,0.00020950663,0.000279067,0.0002787407,0.00022451281],"domain_scores_gemma":[0.99899536,0.000015060373,0.00034270796,0.00034143677,0.00020436093,0.00010107296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010948383,0.00019689328,0.0006019049,0.00028354532,0.000077481614,0.0000034988132,0.00019693922,0.00029864605,0.00043296584],"category_scores_gemma":[0.0000034800148,0.00017969952,0.00026587007,0.00012168466,0.00007709305,0.00012612711,0.000040008843,0.0001836324,0.00002597139],"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":[0.022857683,0.0018738552,0.01831627,0.025350073,0.0043122177,0.00087928685,0.6058268,0.0012979618,0.20449056,0.0048125503,0.0109399175,0.09904284],"study_design_scores_gemma":[0.020939274,0.007031435,0.0124202585,0.043133184,0.0064181206,0.0001347778,0.44038302,0.059306715,0.37474456,0.0026998436,0.0279982,0.0047906055],"about_ca_topic_score_codex":0.0061109127,"about_ca_topic_score_gemma":0.001205149,"teacher_disagreement_score":0.34802914,"about_ca_system_score_codex":0.000048236543,"about_ca_system_score_gemma":0.000106551975,"threshold_uncertainty_score":0.9237913},"labels":[],"label_agreement":null},{"id":"W2525708410","doi":"","title":"Modulation of Facial Expression Perception by Body Context","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Facial expression; Context (archaeology); Perception; Modulation (music); Psychology; Communication; Art; Neuroscience; Aesthetics; Biology","score_opus":0.01771679482553265,"score_gpt":0.22786818857805252,"score_spread":0.21015139375251987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525708410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978511,0.000007406652,0.00013642453,0.00011846316,0.00034890135,0.00029083688,0.00015900018,0.000054200842,0.0010336932],"genre_scores_gemma":[0.8471858,0.0001395447,0.000100561185,0.000021890448,0.00002890168,4.908119e-7,0.0010715096,0.00001835884,0.15143298],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986464,0.00018236793,0.00018189012,0.00041049594,0.00040347446,0.00017542022],"domain_scores_gemma":[0.9991033,0.00004195431,0.0004282328,0.00020649252,0.0001438163,0.00007620662],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010353756,0.00020688811,0.00035021335,0.00024918144,0.00018014414,0.000014396245,0.00022346129,0.00038777964,0.0016768386],"category_scores_gemma":[0.00004447575,0.00024137417,0.00017692236,0.00013293045,0.00010524426,0.0003087296,0.000026767457,0.00020082128,0.00019977296],"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":[0.000268315,0.000076117925,0.00007179011,0.00016998942,0.0000046345963,8.726438e-7,0.027555523,0.000014417327,0.9545021,0.000019930101,0.0030768104,0.014239479],"study_design_scores_gemma":[0.00271951,0.0005665957,0.024969937,0.0008319789,0.00016430893,0.000003508483,0.15650746,0.004046897,0.80407584,0.00023156572,0.004952578,0.00092980306],"about_ca_topic_score_codex":0.004894567,"about_ca_topic_score_gemma":0.002970594,"teacher_disagreement_score":0.15066531,"about_ca_system_score_codex":0.00005905007,"about_ca_system_score_gemma":0.000030000814,"threshold_uncertainty_score":0.99923575},"labels":[],"label_agreement":null},{"id":"W2526024751","doi":"","title":"Planning for Community Health: A study of the Inuvialuit Region, NWT","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Geography; Environmental planning; Political science","score_opus":0.07314863142712155,"score_gpt":0.33791300971361504,"score_spread":0.26476437828649346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526024751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99416023,0.00011713732,0.00000345902,0.0009848942,0.0008747877,0.0029144702,0.000048232483,0.00002647348,0.0008702841],"genre_scores_gemma":[0.7579746,0.000170574,0.00009402859,0.00013528626,0.00007224141,0.000012332205,0.00018847967,0.000033774864,0.24131864],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978515,0.0008728186,0.00031576856,0.00019558567,0.00017923486,0.000585118],"domain_scores_gemma":[0.9975201,0.0003323201,0.0010597884,0.0005214939,0.0005094422,0.000056867746],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00056319573,0.00018519226,0.0007063932,0.0001504609,0.010278451,0.00000122833,0.0005713738,0.00033416197,0.00003868985],"category_scores_gemma":[0.00006493876,0.00016867089,0.00016036356,0.00017213148,0.000091794274,0.00004652404,0.00025432097,0.0009204254,0.0000075798353],"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":[0.00040121452,0.00032848862,0.025446476,0.0010603827,0.00017471185,0.000003663586,0.9469422,0.000017180259,0.000009160947,0.000030120505,0.025473103,0.00011328151],"study_design_scores_gemma":[0.0013703784,0.0009058042,0.07578649,0.00032953403,0.00008621626,7.2882926e-7,0.9194632,0.0000049119426,0.0000037624582,0.000046107107,0.0018849624,0.00011790399],"about_ca_topic_score_codex":0.565542,"about_ca_topic_score_gemma":0.9254363,"teacher_disagreement_score":0.35989434,"about_ca_system_score_codex":0.00029144995,"about_ca_system_score_gemma":0.00061663816,"threshold_uncertainty_score":0.99101},"labels":[],"label_agreement":null},{"id":"W2526531350","doi":"","title":"The Effect of Fertilizer Application on Greenhouse Gas Emissions from Willow Short Rotation Coppice Systems in Southern Ontario, Canada","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Forest Biomass Utilization 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":"Willow; Short rotation coppice; Coppicing; Greenhouse gas; Short rotation forestry; Environmental science; Fertilizer; Agroforestry; Agronomy; Ecology; Woody plant; Biology","score_opus":0.003765097559761568,"score_gpt":0.16532704942421958,"score_spread":0.16156195186445801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526531350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99791896,0.000071617615,0.000053053616,0.000050215047,0.0003166037,0.0006119625,0.00007199181,0.000046271405,0.00085930486],"genre_scores_gemma":[0.924341,0.000052896456,0.000012269641,0.0000017209868,0.000010777136,0.000005788035,0.0005508269,0.000027071994,0.07499764],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999155,0.000051492683,0.00016415492,0.00019369555,0.00028220867,0.00015345581],"domain_scores_gemma":[0.99941164,0.000075612894,0.00010724629,0.00030166857,0.000050470317,0.000053359683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009207513,0.00018583775,0.0002612235,0.00011997133,0.00009278677,0.000010557688,0.00024187323,0.00014460406,0.00004182947],"category_scores_gemma":[0.00000671584,0.00015042104,0.000059748436,0.00011543674,0.000024184154,0.00005497594,0.00001692532,0.000111431575,0.000010102219],"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":[0.0069202334,0.00038437836,0.19011332,0.007517864,0.003271575,0.00014620715,0.45705217,0.09141794,0.08530907,0.0013964798,0.039643668,0.1168271],"study_design_scores_gemma":[0.009951635,0.001349334,0.34507066,0.007741741,0.0016103435,0.0000018372681,0.4938491,0.060692366,0.0365095,0.00017421834,0.039583303,0.0034659577],"about_ca_topic_score_codex":0.9784691,"about_ca_topic_score_gemma":0.9991753,"teacher_disagreement_score":0.15495735,"about_ca_system_score_codex":0.00035908737,"about_ca_system_score_gemma":0.00007018528,"threshold_uncertainty_score":0.6133992},"labels":[],"label_agreement":null},{"id":"W2526588240","doi":"","title":"Development of a Quantitative Microbial Risk Assessment Model for Foodborne E. coli O157:H7 Infection: The Risk of Consuming Lettuce","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Food Safety and Hygiene","field":"Agricultural and Biological 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":"Public Health Agency of Canada","keywords":"Risk assessment; Biology; Food science; Risk analysis (engineering); Biotechnology; Medicine; Computer science; Computer security","score_opus":0.024303081732795575,"score_gpt":0.23213537478577503,"score_spread":0.20783229305297946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526588240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99817824,0.00003806367,0.00016765617,0.00032326826,0.00016360261,0.0005063206,0.00053661066,0.000014591921,0.00007165471],"genre_scores_gemma":[0.96760297,0.0002217054,0.022199301,0.000006388986,0.000027185288,0.000003117046,0.000561381,0.0000028655147,0.009375095],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99900436,0.00009732052,0.00024042321,0.00026518264,0.000205202,0.00018749034],"domain_scores_gemma":[0.99846613,0.00019779873,0.0007929965,0.00008704339,0.00041220346,0.000043797223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045308197,0.00018551708,0.00040566036,0.000040196082,0.00053785293,0.000010723455,0.00030679858,0.00023384308,0.000060053888],"category_scores_gemma":[0.000034177014,0.00009252098,0.00024339132,0.00017775058,0.00016522189,0.00010239006,0.000062736304,0.00029313643,0.0000020618263],"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":[0.0018576143,0.0006120319,0.0017648496,0.00054525625,0.0009508917,0.0000014984641,0.14169462,0.0011540025,0.8175912,0.0013598741,0.0005259732,0.031942215],"study_design_scores_gemma":[0.0030730409,0.00261271,0.534988,0.00079233164,0.0019137085,0.000002260363,0.30522656,0.016179716,0.12694171,0.00091435155,0.0059565413,0.0013990566],"about_ca_topic_score_codex":0.022049276,"about_ca_topic_score_gemma":0.44214275,"teacher_disagreement_score":0.69064945,"about_ca_system_score_codex":0.000035303092,"about_ca_system_score_gemma":0.000105626816,"threshold_uncertainty_score":0.984463},"labels":[],"label_agreement":null},{"id":"W2527012889","doi":"10.11575/prism/31435","title":"Examining the Impact of Increasing Location-Based Information Fidelity on Command Center Decision-Making","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Technology Adoption and User Behaviour","field":"Decision 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":"University of Waterloo","keywords":"Center (category theory); Fidelity; Computer science; Assessment center; Operations research; Engineering; Psychology; Telecommunications; Applied psychology; Chemistry","score_opus":0.05179796677471271,"score_gpt":0.3112750684995139,"score_spread":0.2594771017248012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527012889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979915,0.000016560527,0.00070940814,0.00008137401,0.00020603137,0.00026051636,0.0000612502,0.00004561844,0.0006277557],"genre_scores_gemma":[0.99596477,0.0000069918988,0.0012416441,0.00002526327,0.000007624562,4.4357176e-7,0.00014177342,0.000009671613,0.0026018142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797666,0.00023473107,0.0004815678,0.00028821916,0.0008158627,0.00020293177],"domain_scores_gemma":[0.99583346,0.00093175593,0.001289784,0.0008675874,0.001019457,0.00005794787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015006956,0.00023197982,0.00043818203,0.0009459644,0.00034377104,0.00006105943,0.0011571335,0.00038580695,0.00052002986],"category_scores_gemma":[0.00084700284,0.00017219111,0.00025337862,0.0006683895,0.00018394976,0.0005893584,0.000093160634,0.0003835194,0.000102571896],"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":[0.005321507,0.00060036045,0.60392165,0.00012253429,0.0002447229,0.00001579685,0.15831597,0.0045888727,0.00039757797,0.0005876038,0.006766011,0.21911739],"study_design_scores_gemma":[0.0006584831,0.00020455783,0.91893744,0.0005004033,0.000056839028,0.0000022433685,0.076816104,0.0014535194,0.00014372893,0.0009572372,0.00007327696,0.00019616637],"about_ca_topic_score_codex":0.01703077,"about_ca_topic_score_gemma":0.00803687,"teacher_disagreement_score":0.3150158,"about_ca_system_score_codex":0.00010632738,"about_ca_system_score_gemma":0.00020692706,"threshold_uncertainty_score":0.9895149},"labels":[],"label_agreement":null},{"id":"W2527038705","doi":"","title":"Characterization of Anaerobic Membrane Bioreactors (AnMBR) Treating Municipal Wastewater","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","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":"Bioreactor; Wastewater; Characterization (materials science); Anaerobic exercise; Waste management; Pulp and paper industry; Environmental science; Biochemical engineering; Chemistry; Engineering; Materials science; Biology; Nanotechnology","score_opus":0.018682594644898996,"score_gpt":0.22017745681087791,"score_spread":0.20149486216597892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527038705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998823,0.000008316309,7.6567926e-7,0.00012974115,0.00027987608,0.0002532521,0.00006024899,0.00013117568,0.00031363108],"genre_scores_gemma":[0.8969138,0.000051384097,0.0014800748,0.0000016534161,0.000022894388,7.747391e-7,0.0010618903,0.00003649038,0.10043099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99844056,0.00009108162,0.00025286502,0.00042151162,0.0004833568,0.00031060222],"domain_scores_gemma":[0.9987171,0.00002044032,0.0005638412,0.0005601064,0.00005385629,0.00008461443],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024595807,0.00029753454,0.0005205513,0.00024365504,0.00010589532,0.000014019712,0.0007142163,0.00043345045,0.00033503704],"category_scores_gemma":[0.000026164256,0.0003141606,0.00013716558,0.00031876384,0.00026863648,0.00039934312,0.0002652555,0.00022947694,0.00009111949],"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":[0.000119292665,0.0000851714,0.0043564606,0.00017018954,0.000058944515,0.0000109407865,0.088355295,0.000046797613,0.9054872,0.00000835883,0.00009312493,0.0012082647],"study_design_scores_gemma":[0.000645369,0.0002562641,0.03747901,0.00030395796,0.0001966888,0.0000017367297,0.099679336,0.00009957045,0.8602667,0.00010596061,0.0004319215,0.0005335205],"about_ca_topic_score_codex":0.07727051,"about_ca_topic_score_gemma":0.014160713,"teacher_disagreement_score":0.101909146,"about_ca_system_score_codex":0.00022738836,"about_ca_system_score_gemma":0.000022623037,"threshold_uncertainty_score":0.99993104},"labels":[],"label_agreement":null},{"id":"W2527092955","doi":"","title":"“They Built a Kingdom”: Developing a Free Reformed Church Community in Southern Ontario, 1950-1976","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Kingdom; Geography; Political science; Genealogy; Sociology; History; Geology","score_opus":0.02205052574323078,"score_gpt":0.22395462142777872,"score_spread":0.20190409568454795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527092955","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":[0.9785037,0.000029151406,0.0000018933974,0.0008343178,0.00038036096,0.00024531523,0.00003917037,0.000045948454,0.019920124],"genre_scores_gemma":[0.14006688,0.000052997264,0.00038347612,0.000038360853,0.000053079963,9.342312e-7,0.00023730888,0.000022909982,0.85914403],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99833703,0.00039162478,0.00016675217,0.0002490636,0.0004415174,0.000414031],"domain_scores_gemma":[0.9988466,0.00006435513,0.00029490786,0.00047300983,0.0001668135,0.00015430812],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00082834717,0.00018171486,0.00044055114,0.0010098281,0.0018219702,0.0001066502,0.0011931511,0.0004936553,0.00074423663],"category_scores_gemma":[0.00009690649,0.0002717658,0.00016719775,0.0002785862,0.00035461198,0.0002367796,0.00010729729,0.0008440478,0.000110508954],"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":[0.00008143487,0.00003711702,0.0011906761,0.00015374811,0.000036729656,0.000019199777,0.99404407,0.0000027086855,0.000060899598,0.0011596584,0.0022159142,0.0009978556],"study_design_scores_gemma":[0.0007994591,0.000042953583,0.027999504,0.00049802917,0.00007085709,4.9927183e-7,0.8414994,0.0000023247835,0.0000049595988,0.0015277065,0.12709463,0.00045971086],"about_ca_topic_score_codex":0.99989194,"about_ca_topic_score_gemma":0.9999991,"teacher_disagreement_score":0.8392239,"about_ca_system_score_codex":0.0035102004,"about_ca_system_score_gemma":0.0024453744,"threshold_uncertainty_score":0.9999735},"labels":[],"label_agreement":null},{"id":"W2527107186","doi":"","title":"Passive Microwave Remote Sensing of Ice Cover on Large Northern Lakes: Great Bear Lake and Great Slave Lake, Northwest Territories, Canada","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate change and permafrost","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":"Cover (algebra); Geography; Archaeology; Remote sensing; Physical geography; Oceanography; Geology; Engineering","score_opus":0.011015482838083264,"score_gpt":0.17998853707636114,"score_spread":0.16897305423827788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527107186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715452,0.00023146906,9.580883e-7,0.00017343948,0.0005667451,0.00021243484,0.026442016,0.000013893904,0.0008138236],"genre_scores_gemma":[0.7772039,0.00063030276,0.00016027802,0.000112065085,0.00037162314,3.334288e-8,0.10603789,0.00003619972,0.11544769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985838,0.000065563516,0.00016546842,0.00037157343,0.0003741748,0.00043944927],"domain_scores_gemma":[0.9988838,0.00011602387,0.00033619,0.0002760326,0.00018687951,0.00020107413],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008494445,0.00033355353,0.0005144786,0.00014634663,0.00028915683,0.000023933253,0.0001943579,0.00028288804,0.0016150963],"category_scores_gemma":[0.000011013697,0.00034266818,0.000102898775,0.00015177086,0.00010233822,0.00020038326,0.000021859429,0.00025497613,0.000029562942],"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":[0.0007693446,0.00003145823,0.8946493,0.00087510503,0.0002830026,0.0004808941,0.08411419,0.00003825527,0.0005083798,0.0000031324605,0.001998922,0.016247986],"study_design_scores_gemma":[0.0011627129,0.00028744515,0.89264375,0.0007005966,0.00042498077,0.00002600073,0.060151324,0.000330895,0.00066824787,0.00001656386,0.04273719,0.0008502981],"about_ca_topic_score_codex":0.98375165,"about_ca_topic_score_gemma":0.99999255,"teacher_disagreement_score":0.19434132,"about_ca_system_score_codex":0.000027210372,"about_ca_system_score_gemma":0.00016791635,"threshold_uncertainty_score":0.99990255},"labels":[],"label_agreement":null},{"id":"W2527165272","doi":"","title":"Renewal of Potable Water Systems Using Cement Mortar Lining; an Investigation into Corrosion Reduction and Water-loss Prevention","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Building materials and conservation","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":"Mortar; Cement; Potable water; Corrosion; Reduction (mathematics); Environmental science; Geotechnical engineering; Engineering; Forensic engineering; Materials science; Metallurgy; Environmental engineering; Composite material; Mathematics","score_opus":0.02105202720810428,"score_gpt":0.22066440714483512,"score_spread":0.19961237993673084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527165272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99857175,0.00008674699,0.00003113262,0.000043501448,0.00089050824,0.00030640987,0.000020896643,0.000026751939,0.00002227601],"genre_scores_gemma":[0.9830248,0.00008437734,0.001492257,0.0000021876904,0.00007128952,1.4403263e-7,0.0043905135,0.000008712135,0.01092575],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873453,0.00012450409,0.00027860436,0.00034007875,0.00029609367,0.00022620955],"domain_scores_gemma":[0.9992236,0.000007921341,0.00031596015,0.00017292496,0.00018836901,0.00009125419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005589617,0.00018943253,0.0003240407,0.00026754756,0.00026966105,0.000048125195,0.00013220332,0.00028145817,0.00017533371],"category_scores_gemma":[0.0000026755617,0.0001636516,0.00005192073,0.00008732349,0.00008773897,0.00057299103,0.000016224763,0.0000965088,0.00000596035],"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":[0.0007199256,0.000047603105,0.027883446,0.0012932598,0.00005639564,0.000008702836,0.09204498,0.006628036,0.86860865,0.000025862893,0.00002494864,0.0026581667],"study_design_scores_gemma":[0.0016398745,0.0016444775,0.049612302,0.0020260229,0.0007808666,0.00003394425,0.25322953,0.026411792,0.6618169,0.0016467762,0.00008260171,0.0010749404],"about_ca_topic_score_codex":0.32632425,"about_ca_topic_score_gemma":0.047288816,"teacher_disagreement_score":0.27903545,"about_ca_system_score_codex":0.000019313647,"about_ca_system_score_gemma":0.000045813562,"threshold_uncertainty_score":0.9700957},"labels":[],"label_agreement":null},{"id":"W2527211104","doi":"","title":"Estimating Homebuyer Preferences Under Intensification: Hedonic Modelling of Open Space and Multimodal Transit Amenities Preceding Light Rail in Kitchener-Waterloo","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Transport and Accessibility","field":"Social Sciences","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":"Light rail transit; Transit (satellite); Transport engineering; Space (punctuation); Geography; Computer science; Engineering; Public transport","score_opus":0.041262760867121585,"score_gpt":0.26335260992965887,"score_spread":0.2220898490625373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527211104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949877,0.00019396568,0.0008699727,0.0013022614,0.00021615492,0.0005513822,0.000027555647,0.000035250945,0.0018157435],"genre_scores_gemma":[0.92931426,0.00018277379,0.005892173,0.000004177878,0.000041563762,0.0000019403478,0.00008638918,0.000018258455,0.06445849],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983037,0.00013960068,0.0003071216,0.0005351048,0.0003704985,0.00034395859],"domain_scores_gemma":[0.9988246,0.000096096985,0.00043411195,0.00023139644,0.00030874158,0.000105040475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000534844,0.00025610533,0.00062427827,0.00024879654,0.0005731152,0.00015332308,0.0007476563,0.0003421298,0.00014287456],"category_scores_gemma":[0.000016209551,0.00025068532,0.00010659368,0.00024957673,0.00035629564,0.0011556648,0.00006148314,0.00023661094,0.0000026414116],"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":[0.0004859164,0.00015047731,0.025933042,0.000833953,0.00012254127,0.000007426169,0.9611814,0.00087086577,0.004619507,0.0007992823,0.000029853596,0.004965756],"study_design_scores_gemma":[0.0017313706,0.00011857481,0.020790251,0.0026917097,0.00029568397,3.49187e-7,0.9558774,0.004080816,0.005665216,0.0077994685,0.0000928867,0.0008562639],"about_ca_topic_score_codex":0.2591004,"about_ca_topic_score_gemma":0.3796271,"teacher_disagreement_score":0.12052669,"about_ca_system_score_codex":0.00010875554,"about_ca_system_score_gemma":0.00024709676,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W2527249751","doi":"","title":"Building a Parc de la langue française / Retracing my steps as a designer","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"French Language Learning 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":"J-PARC; Humanities; Computer science; Political science; Art; Engineering; Civil engineering","score_opus":0.01097949268705076,"score_gpt":0.2748472737389163,"score_spread":0.26386778105186554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527249751","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":[0.9650992,0.00043115843,0.00067726546,0.00046037597,0.00025897732,0.00022612764,0.00000861519,0.00015046464,0.032687787],"genre_scores_gemma":[0.19459592,0.00016357392,0.045457844,0.000023778528,0.00019570693,9.912961e-7,0.000028554961,0.00004517123,0.75948846],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99732953,0.0012588003,0.00010911359,0.00036569044,0.00047690526,0.000459965],"domain_scores_gemma":[0.9986098,0.00053020474,0.00027843055,0.00025649113,0.00014461395,0.00018050235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001716539,0.00020462032,0.0003557946,0.00028921786,0.00059709,0.000047604306,0.0005557847,0.0006411278,0.0013946191],"category_scores_gemma":[0.00055355794,0.00021863406,0.00018393465,0.00026880065,0.0003115272,0.00024934002,0.00004488482,0.00045238834,0.000071025344],"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":[0.000118776115,0.000041534844,0.0010080022,0.00017302517,0.000105192135,0.0002991851,0.88893574,0.000012039905,0.04869691,0.0027681198,0.0019361936,0.055905286],"study_design_scores_gemma":[0.001428494,0.00017229108,0.0061214343,0.0019599893,0.0004243705,0.000008671748,0.91519034,0.00004552208,0.010571624,0.0034241134,0.059490383,0.0011627703],"about_ca_topic_score_codex":0.42677227,"about_ca_topic_score_gemma":0.13868059,"teacher_disagreement_score":0.7705033,"about_ca_system_score_codex":0.00019603583,"about_ca_system_score_gemma":0.0003509164,"threshold_uncertainty_score":0.9995182},"labels":[],"label_agreement":null},{"id":"W2527444880","doi":"","title":"The Influence of Housing Suitability on Commuting Patterns in Montreal, Toronto and Vancouver","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Regional science; Civil engineering; Engineering","score_opus":0.008214243534601045,"score_gpt":0.23077743952662516,"score_spread":0.22256319599202412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527444880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99825925,0.00007117114,7.616516e-7,0.00008111867,0.00012243322,0.00022015817,0.000014818705,0.000013900774,0.0012163802],"genre_scores_gemma":[0.98811764,0.00014567292,0.000020235932,0.000005089541,0.000014613353,2.1550842e-7,0.00001597574,0.0000059501476,0.011674595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989355,0.00016678005,0.00015830423,0.00023818949,0.00028037574,0.00022082381],"domain_scores_gemma":[0.99908936,0.00020144957,0.0002760298,0.00025475342,0.0001247341,0.00005368174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006588533,0.00012433824,0.00028687654,0.000039136594,0.0004528825,0.000019124198,0.0003681172,0.00017724352,0.000042400647],"category_scores_gemma":[0.00004502905,0.00011580029,0.000072619136,0.00007999291,0.00027992664,0.00027917922,0.000027989341,0.00016752254,6.1354757e-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":[0.00016251105,0.000061345374,0.74556124,0.00019672184,0.000017360062,0.000002428052,0.2484055,0.000037030393,0.00008391365,0.00006852706,0.000058718175,0.0053447224],"study_design_scores_gemma":[0.00018162758,0.000029060142,0.7750432,0.00017854448,0.00002324274,4.4366226e-9,0.22417441,0.0000102188,0.00003540144,0.00016687509,0.00006487064,0.00009256503],"about_ca_topic_score_codex":0.89144427,"about_ca_topic_score_gemma":0.99852216,"teacher_disagreement_score":0.10707792,"about_ca_system_score_codex":0.00013523083,"about_ca_system_score_gemma":0.00006604204,"threshold_uncertainty_score":0.47221988},"labels":[],"label_agreement":null},{"id":"W2527449624","doi":"","title":"Conformation of 2-fold Anisotropic Molecules Confined on a Spherical Surface","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Supramolecular Self-Assembly in Materials","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; University of Ottawa","keywords":"Fold (higher-order function); Anisotropy; Crystallography; Chemistry; Biophysics; Materials science; Physics; Engineering; Biology; Optics; Mechanical engineering","score_opus":0.010331189542859696,"score_gpt":0.21246934612908633,"score_spread":0.20213815658622664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527449624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973301,0.00008070695,0.00007824919,0.00008670203,0.00081708276,0.0004100143,0.000106633386,0.000084076026,0.0010064095],"genre_scores_gemma":[0.96928567,0.000054634544,0.00588915,0.00001937483,0.00004088666,7.6371526e-7,0.0005376312,0.000046130044,0.024125775],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981152,0.00021203674,0.00033773205,0.000352818,0.00059169903,0.00039050332],"domain_scores_gemma":[0.9979569,0.00006976303,0.0010456106,0.00050797843,0.00029850137,0.00012127939],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002859438,0.00034280133,0.0007372125,0.00013660092,0.000115417686,0.000027058242,0.0005768299,0.00042527026,0.0020759997],"category_scores_gemma":[0.000046599635,0.00038091396,0.00018731914,0.00016343337,0.00012405125,0.00029283544,0.000076930686,0.00014548283,0.0003882445],"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":[0.0004780549,0.00012586424,0.00016215541,0.00044620078,0.00005417954,0.000013042751,0.017395198,0.00010398432,0.9800327,0.0005886966,0.00048053093,0.000119382064],"study_design_scores_gemma":[0.0008882199,0.0003416037,0.00585459,0.0002466582,0.00021452035,0.000003117222,0.031057706,0.00009486841,0.96054524,0.00006245818,0.0002700416,0.00042095815],"about_ca_topic_score_codex":0.010719114,"about_ca_topic_score_gemma":0.0026005458,"teacher_disagreement_score":0.028044472,"about_ca_system_score_codex":0.00009144502,"about_ca_system_score_gemma":0.000120624645,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W2527598205","doi":"","title":"Process Kinetics of Transient Liquid Phase","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crystallization and Solubility 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; University of Waterloo","keywords":"Kinetics; Transient (computer programming); Process (computing); Phase (matter); Computer science; Materials science; Chemistry; Physics; Classical mechanics","score_opus":0.015456555894097496,"score_gpt":0.27012515131327586,"score_spread":0.25466859541917836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527598205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980663,0.0001082243,0.00016587369,0.00014008263,0.0002612048,0.00025171603,0.00010102864,0.000040019684,0.000865521],"genre_scores_gemma":[0.8747295,0.00010764065,0.0005643476,0.000009246578,0.000021350152,3.0537822e-7,0.00030195081,0.000018782941,0.124246866],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988993,0.000031919204,0.00020704273,0.00028381433,0.00037758896,0.0002003292],"domain_scores_gemma":[0.998921,0.000025049989,0.0003019761,0.00022175386,0.0004618323,0.0000684064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001570465,0.00017423637,0.00042105714,0.00018939756,0.000087427856,0.0000071573036,0.00029183403,0.00018366659,0.00090862537],"category_scores_gemma":[0.000021445023,0.0001962426,0.00012503719,0.00019468853,0.00017603252,0.00009983729,0.00002436953,0.00008746617,0.000013703047],"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":[0.0013816815,0.0005929584,0.000016274846,0.0013794076,0.000042834876,0.0000132461755,0.29107222,0.000101641104,0.7045924,0.0000900445,0.00030627882,0.00041100895],"study_design_scores_gemma":[0.0018436244,0.0010886388,0.00059187494,0.00031619324,0.00024155328,0.0000011924229,0.38167712,0.0000612036,0.6120638,0.000041603587,0.001670871,0.0004022993],"about_ca_topic_score_codex":0.0023111904,"about_ca_topic_score_gemma":0.024639025,"teacher_disagreement_score":0.12338134,"about_ca_system_score_codex":0.000037322763,"about_ca_system_score_gemma":0.000050360155,"threshold_uncertainty_score":0.9948811},"labels":[],"label_agreement":null},{"id":"W2527686001","doi":"","title":"Canadian Solar Road Panel Design: A Structural and Environmental Analysis","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Geography; Environmental science","score_opus":0.006137189735214282,"score_gpt":0.1589868198820197,"score_spread":0.15284963014680542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527686001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977404,0.0001722275,0.0016436109,0.000032420365,0.000114256705,0.000081477636,0.000076771365,0.000071847644,0.000066994384],"genre_scores_gemma":[0.97316414,0.00010225113,0.0010142551,0.000003696519,0.000016205819,1.9895363e-7,0.001211233,0.000022755476,0.024465252],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931717,0.00002352107,0.00009738736,0.00021167398,0.00013772343,0.00021251751],"domain_scores_gemma":[0.99954456,0.000010988738,0.000051961924,0.00018582703,0.0000148437475,0.00019181104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000043754968,0.00022462892,0.0003888984,0.0006426175,0.00011936158,0.000023211494,0.00015278478,0.00021904908,0.0003555959],"category_scores_gemma":[0.0000022425277,0.00026525962,0.0001660199,0.00023511959,0.00003261743,0.0001033034,0.000009702739,0.00016230649,0.000010867501],"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":[0.00007410111,0.0000071239638,0.0034281632,0.0005426098,0.0078845,0.00006344133,0.077262476,0.8584534,0.009039161,0.000056427045,0.00084238074,0.04234625],"study_design_scores_gemma":[0.00036510057,0.000038117887,0.07914165,0.00003318807,0.0025923543,0.0000032739333,0.038551483,0.877014,0.0013521165,0.000023898567,0.00020023958,0.00068461517],"about_ca_topic_score_codex":0.325746,"about_ca_topic_score_gemma":0.5786756,"teacher_disagreement_score":0.25292963,"about_ca_system_score_codex":0.00015020969,"about_ca_system_score_gemma":0.000020303423,"threshold_uncertainty_score":0.99998},"labels":[],"label_agreement":null},{"id":"W2527730355","doi":"","title":"The Development and Deployment of a GIS tool for Transit Network Design","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Software deployment; Transit (satellite); Development (topology); Systems engineering; Computer science; Transport engineering; Engineering; Software engineering; Public transport","score_opus":0.016077535782911004,"score_gpt":0.2249072785619821,"score_spread":0.20882974277907107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527730355","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":[0.99046564,0.00012702218,0.007864685,0.00047109413,0.00026719572,0.0006294694,0.000013979684,0.000031160147,0.00012974431],"genre_scores_gemma":[0.2678086,0.0010592418,0.2871839,0.000021704844,0.00013687539,0.000010260574,0.0009289293,0.0000532869,0.44279718],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993576,0.00004987044,0.000113059716,0.00013492527,0.00019090362,0.0001536564],"domain_scores_gemma":[0.9994042,0.00013762855,0.00018854458,0.000070770875,0.0001599982,0.000038895345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045205155,0.00008597036,0.00015530916,0.000045437126,0.0007268552,0.000016702512,0.00014948854,0.00018194545,0.000015445417],"category_scores_gemma":[0.000013117662,0.000083778745,0.000051675,0.00009030707,0.00010141304,0.0000744497,0.000002733966,0.00008257347,6.4770836e-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":[0.0004955125,0.000031313815,0.0007385908,0.00014495768,0.00011983418,0.0000012817097,0.9709438,0.0033688252,0.00021004773,0.0017728773,0.0008760311,0.021296933],"study_design_scores_gemma":[0.0017497694,0.00021871945,0.032318283,0.00046074644,0.0005291979,2.4054876e-7,0.91752595,0.0007358638,0.0025833363,0.0006973954,0.042526685,0.00065383577],"about_ca_topic_score_codex":0.0058658733,"about_ca_topic_score_gemma":0.2553316,"teacher_disagreement_score":0.722657,"about_ca_system_score_codex":0.000019066692,"about_ca_system_score_gemma":0.00020681348,"threshold_uncertainty_score":0.88674843},"labels":[],"label_agreement":null},{"id":"W2527794739","doi":"","title":"Evolution and Architecture of Open Source Software Collections: A Case Study of Debian","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Architecture; Computer science; Software engineering; Computer architecture; Geography","score_opus":0.014184554057286978,"score_gpt":0.2357263345179535,"score_spread":0.22154178046066653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527794739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98690015,0.00019182955,0.011981504,0.00002787523,0.00012462566,0.00068400474,0.000013005839,0.00006141206,0.000015587362],"genre_scores_gemma":[0.93189794,0.000008630609,0.01658106,8.6499233e-7,0.000012332827,0.0000020272578,0.000018003502,0.000020187028,0.05145895],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99884695,0.00010891683,0.00014377988,0.00033865182,0.00034557705,0.000216134],"domain_scores_gemma":[0.9986208,0.00021990208,0.00023842731,0.0005286038,0.00028798074,0.0001042993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024918956,0.00017011544,0.00039685378,0.00067996106,0.0002149706,0.00003934349,0.0009848147,0.0001634821,0.0000170034],"category_scores_gemma":[0.00010686084,0.0001973876,0.00006427203,0.00081619836,0.00006369191,0.00035855005,0.00051801716,0.0002525517,0.0000012420255],"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":[0.00030194398,0.0012155939,0.04957449,0.0017246983,0.00053106074,0.00040809426,0.9167519,0.0023209474,0.0019609611,0.00010662181,0.0010512442,0.024052395],"study_design_scores_gemma":[0.00463158,0.0026673106,0.18973726,0.0009369596,0.00047109206,0.0006732666,0.7954818,0.0022704713,0.0014277099,0.00024538324,0.00034922943,0.0011079476],"about_ca_topic_score_codex":0.16220489,"about_ca_topic_score_gemma":0.08632863,"teacher_disagreement_score":0.14016277,"about_ca_system_score_codex":0.000079976504,"about_ca_system_score_gemma":0.00014339846,"threshold_uncertainty_score":0.9303435},"labels":[],"label_agreement":null},{"id":"W2527843661","doi":"10.13140/rg.2.1.2201.4882","title":"Planning For Social Change Towards Sustainability? Investigating Local Government Strategic Sustainability Planning in Canada","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental and Social Impact Assessments","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":"Sustainability; Social sustainability; Sustainability organizations; Strategic planning; Business; Government (linguistics); Environmental planning; Process management; Environmental resource management; Political science; Economics; Geography; Marketing","score_opus":0.0318309243716383,"score_gpt":0.26926083898758,"score_spread":0.2374299146159417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527843661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973456,0.00003158675,0.000010585818,0.00059989665,0.00014716074,0.00096936745,0.000106898246,0.000015735535,0.0007731283],"genre_scores_gemma":[0.987457,0.0000027629453,0.00017983779,0.00003737365,0.00004284792,0.000009972446,0.0002927012,0.000027148993,0.0119504025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99764496,0.00011845165,0.00023845964,0.0005010889,0.0008780705,0.00061894266],"domain_scores_gemma":[0.9991825,0.000042001015,0.00034099031,0.00017173124,0.000045775632,0.00021698937],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004068316,0.00032816778,0.00050489476,0.00004206567,0.00032091895,0.000021180884,0.00038499062,0.0002618973,0.000121828314],"category_scores_gemma":[0.000042039224,0.00039738408,0.00011298225,0.00019228792,0.00024734167,0.0003833114,0.00020350276,0.00034314435,0.000001852641],"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":[0.0005388753,0.0002700189,0.39800546,0.001370843,0.00010020582,0.00018857447,0.57355994,0.005941866,0.00026434695,0.00009233468,0.001458601,0.018208904],"study_design_scores_gemma":[0.00061986793,0.000112247806,0.2768162,0.000066901346,0.000046032892,3.6123194e-7,0.71824217,0.0008067044,0.000062886655,0.0027757587,0.00011297973,0.0003378774],"about_ca_topic_score_codex":0.9812451,"about_ca_topic_score_gemma":0.9711306,"teacher_disagreement_score":0.14468223,"about_ca_system_score_codex":0.017664785,"about_ca_system_score_gemma":0.0010413032,"threshold_uncertainty_score":0.9998478},"labels":[],"label_agreement":null},{"id":"W2527897006","doi":"","title":"Models for quantifying safety benefit of winter road maintenance","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Transportation Safety and Impact Analysis","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":"Environmental science; Transport engineering; Engineering","score_opus":0.021508650512771083,"score_gpt":0.2076204046289519,"score_spread":0.1861117541161808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527897006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98394233,0.00027380046,0.012646592,0.000047651574,0.00030090808,0.0003097954,0.00047910606,0.00010753542,0.0018922886],"genre_scores_gemma":[0.8696135,0.0007089331,0.0037391223,0.0000036445965,0.00001658904,7.0712673e-7,0.0011377329,0.0000513964,0.124728374],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917704,0.0000074581026,0.00023769334,0.0001980441,0.00015167893,0.00022806082],"domain_scores_gemma":[0.99924976,0.000019585626,0.00019690733,0.00024257306,0.00022528715,0.00006590775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008566361,0.00022037428,0.0005308708,0.0002724214,0.000069295034,0.000004688173,0.00027079217,0.00024507675,0.00020365937],"category_scores_gemma":[0.0000028833413,0.00026086098,0.00040809935,0.00016144454,0.00003724786,0.00033101437,0.0000068297754,0.00013550275,0.000008127551],"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":[0.004341307,0.00024260908,0.0011899803,0.009167882,0.0045071323,0.00002272398,0.64853996,0.258363,0.021486925,0.009506383,0.0019443753,0.040687736],"study_design_scores_gemma":[0.008325429,0.0006968686,0.11843915,0.0051542763,0.0058384947,0.000004455489,0.5816513,0.22610463,0.04031721,0.00623766,0.0032287354,0.004001804],"about_ca_topic_score_codex":0.008048769,"about_ca_topic_score_gemma":0.051392227,"teacher_disagreement_score":0.12283608,"about_ca_system_score_codex":0.00003935086,"about_ca_system_score_gemma":0.000022603455,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W2527907091","doi":"","title":"Experimental and Numerical Study of the Mechanical Aspects of the Stitch Bonding Process in Microelectronic Wire Bonding","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electronic Packaging and Soldering 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectronics; Wire bonding; Materials science; Mechanical engineering; Process (computing); Nanotechnology; Engineering; Composite material; Computer science; Electrical engineering","score_opus":0.00619644288286125,"score_gpt":0.2035537640919621,"score_spread":0.19735732120910085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527907091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990154,0.00035657038,0.000011634582,0.00007523682,0.00010066539,0.00028333874,0.0000020252473,0.00006700809,0.00008811131],"genre_scores_gemma":[0.99793065,0.00000909807,0.00003647088,7.0210274e-7,0.0000049091705,0.0000011111513,0.000002938117,0.000020917298,0.0019932236],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991609,0.00004393034,0.00014151967,0.00020599617,0.00020044383,0.00024721975],"domain_scores_gemma":[0.99949324,0.000026624304,0.00014434126,0.00029081103,0.000026421367,0.00001858303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010339857,0.00018023966,0.00037917504,0.0001404036,0.00009413108,0.000006320015,0.0005008001,0.00017489077,0.0000031829063],"category_scores_gemma":[0.000015265368,0.00014967374,0.000077269266,0.00029766595,0.00006881898,0.000057224912,0.00010057956,0.00043903198,2.3300262e-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":[0.000143209,0.00047353064,0.008261067,0.0014064637,0.00038951184,0.000009506499,0.21511334,0.0022467521,0.7648754,0.006159264,0.00011394114,0.00080797455],"study_design_scores_gemma":[0.001221144,0.00041784692,0.007947081,0.0007749636,0.00014291483,0.000005653585,0.27329862,0.0037273993,0.71147436,0.00062669924,0.000015336325,0.00034797427],"about_ca_topic_score_codex":0.0015782727,"about_ca_topic_score_gemma":0.0027585563,"teacher_disagreement_score":0.058185272,"about_ca_system_score_codex":0.00012801592,"about_ca_system_score_gemma":0.000045218563,"threshold_uncertainty_score":0.61035174},"labels":[],"label_agreement":null},{"id":"W2527923295","doi":"","title":"In vitro selection and biochemical characterization of trivalent metal ion dependent RNA-cleaving DNAzymes","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced biosensing and bioanalysis techniques","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":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Waterloo","keywords":"Deoxyribozyme; In vitro; Characterization (materials science); Selection (genetic algorithm); Chemistry; RNA; Metal; Biochemistry; Computational biology; Biology; Cell biology; Nanotechnology; Materials science; Computer science; DNA; Gene; Organic chemistry; Artificial intelligence","score_opus":0.004800119263053521,"score_gpt":0.20997736455419608,"score_spread":0.20517724529114256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527923295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994849,0.00007595694,0.00009508515,0.000101115365,0.000050175327,0.00011957836,0.000042336003,0.000010226717,0.00002065054],"genre_scores_gemma":[0.9795011,0.0007336213,0.00071643305,0.000004496862,0.000038975773,3.0441495e-7,0.00081443164,0.000012397758,0.018178195],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999264,0.00004517333,0.00013869631,0.0003055421,0.00012344623,0.00012314702],"domain_scores_gemma":[0.99945843,0.000004681999,0.0002695477,0.00012324088,0.00011146043,0.000032615233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000916818,0.000149111,0.00026732407,0.00018616169,0.000043647935,0.000004347615,0.00009189151,0.0003042874,0.000003757859],"category_scores_gemma":[0.000013361108,0.00014634748,0.00009848652,0.00008998224,0.00005095794,0.000013229117,0.00004295694,0.000079093734,3.8923145e-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":[0.00047922082,0.000043931817,0.00010615422,0.00007854274,0.00006135733,0.0000019986412,0.00052826374,1.677033e-7,0.9957944,0.0000027409092,0.000013105719,0.0028901128],"study_design_scores_gemma":[0.00033207636,0.00010732644,0.0013561837,0.00009693477,0.00009150729,0.0000027653928,0.0013672,0.000015566804,0.9964018,0.000014751161,0.000057037116,0.00015689383],"about_ca_topic_score_codex":0.0007103405,"about_ca_topic_score_gemma":0.0009457509,"teacher_disagreement_score":0.019983731,"about_ca_system_score_codex":0.000028208939,"about_ca_system_score_gemma":0.00002715791,"threshold_uncertainty_score":0.5967877},"labels":[],"label_agreement":null},{"id":"W2527937988","doi":"","title":"Do Older and Younger Adults Use and Benefit from Memory Aids","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cognitive Functions and Memory","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":"University of Waterloo","keywords":"Gerontology; Psychology; Developmental psychology; Medicine","score_opus":0.014808552364611819,"score_gpt":0.22288514474701177,"score_spread":0.20807659238239995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527937988","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":[0.9945934,0.0018999098,0.000004374855,0.000060882176,0.0011079003,0.00026466418,0.00027517445,0.00003696191,0.0017567506],"genre_scores_gemma":[0.44371668,0.0002182737,0.00022912154,0.000023985183,0.000104556144,0.0000010334603,0.0007284714,0.000028797864,0.5549491],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989987,0.000039860708,0.00009817123,0.00047280174,0.00013814012,0.00025234],"domain_scores_gemma":[0.9991246,0.00008776215,0.00015795257,0.00029605353,0.00018290698,0.00015075556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000072471536,0.00024561532,0.00035096897,0.00025814163,0.00015950491,0.000026912341,0.000105364976,0.00039308492,0.0029432967],"category_scores_gemma":[0.000007936653,0.00028007102,0.000090300535,0.00008734977,0.00011070305,0.00038753683,0.000060875504,0.00024493475,0.000098035394],"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":[0.0031119583,0.0004646488,0.037328903,0.00034281236,0.0012266171,0.000121853765,0.7799198,4.0297155e-7,0.0032238222,0.0012483376,0.005017138,0.1679937],"study_design_scores_gemma":[0.0015247568,0.00011384702,0.71125275,0.00021253624,0.0004932338,0.0000054185366,0.2844288,0.0000015472868,0.00008924682,0.000112147914,0.0014637549,0.0003019455],"about_ca_topic_score_codex":0.09802365,"about_ca_topic_score_gemma":0.04018177,"teacher_disagreement_score":0.67392385,"about_ca_system_score_codex":0.00002644355,"about_ca_system_score_gemma":0.000013961955,"threshold_uncertainty_score":0.99996513},"labels":[],"label_agreement":null},{"id":"W2527971908","doi":"","title":"The Intermodal Metropolis: Spatial Protocols at the Convergence of Regional Mobility Networks","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cross-Border Cooperation 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":"Convergence (economics); Economic geography; Geography; Regional science; Computer science; Transport engineering; Engineering; Economics; Economic growth","score_opus":0.020608036787157086,"score_gpt":0.2985479761138535,"score_spread":0.27793993932669636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527971908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880094,0.00019231622,0.00014370536,0.002885074,0.0007991572,0.005549336,0.000032536074,0.000033853335,0.0023546377],"genre_scores_gemma":[0.66961986,0.0001632266,0.0000260358,0.00001993372,0.00016096671,0.000043468863,0.000194189,0.000010575137,0.3297617],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985539,0.00030573222,0.00019188985,0.00021085936,0.00048394888,0.00025368185],"domain_scores_gemma":[0.9984698,0.00012646861,0.0004296186,0.00031780562,0.0005838798,0.000072427334],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000716306,0.00014746786,0.00022598055,0.000049520448,0.001464552,0.000050697403,0.00060817425,0.00024603424,0.0013012815],"category_scores_gemma":[0.00007995225,0.000106485015,0.00018784286,0.00020165238,0.0009800921,0.00024892748,0.00006760352,0.00024552847,0.000020074584],"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":[0.0019162114,0.00035847293,0.009515443,0.00018114265,0.00028837635,0.0000016475501,0.907088,0.00019399136,0.002174949,0.03128004,0.025225984,0.021775777],"study_design_scores_gemma":[0.0007600193,0.00022867676,0.070852526,0.00021773254,0.00016291026,6.172831e-7,0.8136497,0.0018254727,0.0015633708,0.00026281108,0.110018544,0.00045758756],"about_ca_topic_score_codex":0.23606348,"about_ca_topic_score_gemma":0.84910136,"teacher_disagreement_score":0.6130379,"about_ca_system_score_codex":0.00019868156,"about_ca_system_score_gemma":0.00026339767,"threshold_uncertainty_score":0.99983543},"labels":[],"label_agreement":null},{"id":"W2527976135","doi":"","title":"Pilot Project: Adaptive Strategies for Sustainable Rural Development","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Agricultural Innovations and Practices","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":"Sustainable development; Environmental planning; Process management; Computer science; Engineering; Engineering management; Environmental science; Political science","score_opus":0.02926030661256913,"score_gpt":0.22323326997059942,"score_spread":0.1939729633580303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527976135","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":[0.99659586,0.00006281646,0.0000021321464,0.00040474551,0.00008299085,0.00087925215,0.000027348835,0.00004724452,0.0018976278],"genre_scores_gemma":[0.27091208,0.000034650893,0.0013143483,0.000010467669,0.00006751812,0.000009496977,0.001907837,0.000001626126,0.725742],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991231,0.000032408658,0.00013397766,0.00023826955,0.00017114205,0.000301111],"domain_scores_gemma":[0.9987217,0.000093655784,0.00034144992,0.00004316691,0.00075957924,0.000040456023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011298841,0.00020575941,0.0002516376,0.000040086372,0.00054191396,0.000109319626,0.00030001777,0.00013917407,0.0004564571],"category_scores_gemma":[0.000010858348,0.00008218697,0.00008730438,0.00031018225,0.00003939802,0.00086805684,0.000044956705,0.00014055187,0.000026627375],"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":[0.0040378645,0.0013604542,0.00045441324,0.0018663242,0.0012028527,0.00005548203,0.2617111,0.00003760706,0.334789,0.05127608,0.19822663,0.1449822],"study_design_scores_gemma":[0.00017995149,0.00067024585,0.013529032,0.000075794436,0.00005322628,9.186953e-7,0.95527095,0.00001464278,0.0011063966,0.00044817696,0.028322818,0.0003278384],"about_ca_topic_score_codex":0.09281383,"about_ca_topic_score_gemma":0.09898579,"teacher_disagreement_score":0.72568375,"about_ca_system_score_codex":0.000058242655,"about_ca_system_score_gemma":0.00009709718,"threshold_uncertainty_score":0.9174554},"labels":[],"label_agreement":null},{"id":"W2528017296","doi":"","title":"Do landscape and patch spatial variables predict the presence of non-indigenous plant species?","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ecology and Vegetation Dynamics 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":"Indigenous; Geography; Ecology; Agroforestry; Environmental science; Biology","score_opus":0.004519269969835412,"score_gpt":0.17447030766362173,"score_spread":0.16995103769378633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528017296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995838,0.0000870673,0.000030955063,0.00015454198,0.000120681834,0.00026115563,0.00008161386,0.000009948132,0.0034160616],"genre_scores_gemma":[0.8992778,0.00066470954,0.00030588207,0.00000838281,0.000016677825,5.2528424e-7,0.00016876863,0.0000066219222,0.09955063],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99922365,0.00004581026,0.00010510547,0.00024187268,0.00020816896,0.0001753984],"domain_scores_gemma":[0.9994327,0.000084158375,0.0002416051,0.0001805033,0.000024033368,0.000037032532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015248681,0.00014328327,0.00025771113,0.000049418435,0.0003074616,0.000008293675,0.00029212405,0.00016779824,0.00039478848],"category_scores_gemma":[0.00001237211,0.00012157971,0.000053395554,0.000092871094,0.00023952397,0.00009607424,0.00009834708,0.00015456796,0.000016204456],"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":[0.0005228953,0.0002566047,0.46349764,0.00031241888,0.00030418904,0.00005240395,0.52120066,0.0015626872,0.003069088,0.00015987872,0.0047187405,0.004342816],"study_design_scores_gemma":[0.0003891694,0.0002249708,0.93171936,0.000076275996,0.00014206808,0.0000031561628,0.064707585,0.0018602496,0.00025796384,0.00026060827,0.00018382444,0.00017473937],"about_ca_topic_score_codex":0.025010867,"about_ca_topic_score_gemma":0.24444155,"teacher_disagreement_score":0.46822175,"about_ca_system_score_codex":0.000027724114,"about_ca_system_score_gemma":0.000021477386,"threshold_uncertainty_score":0.9814817},"labels":[],"label_agreement":null},{"id":"W2528146058","doi":"","title":"OCCURRENCE AND SEASONAL VARIABILITY OF SELECTED PHARMACEUTICALS IN SOUTHERN ONTARIO DRINKING WATER SUPPLIES","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":10,"is_retracted":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 science; Surface water; Environmental chemistry; Electrospray ionization; Water chemistry; Chemistry; Geography; Mass spectrometry; Environmental engineering; Chromatography","score_opus":0.014117140275798955,"score_gpt":0.2427993052445573,"score_spread":0.22868216496875834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528146058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985526,0.000017477156,0.000004213223,0.00009600982,0.00005856828,0.00022043275,0.000071874245,0.000012906134,0.0009658724],"genre_scores_gemma":[0.9638384,0.00003761615,0.00035955757,0.000016825496,0.0000046526548,1.18751444e-7,0.00027113824,0.000007705617,0.035463978],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998547,0.000074735966,0.00019101716,0.0004108746,0.00036981356,0.00040653057],"domain_scores_gemma":[0.9994958,0.000059546226,0.00011469641,0.00014711042,0.0000129763985,0.00016984755],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038730106,0.00023430031,0.00037621375,0.000079830876,0.00006601362,0.000008837718,0.00024415675,0.00021077052,0.0043495824],"category_scores_gemma":[0.0000110312285,0.00021697482,0.00006998818,0.00014583404,0.00042861703,0.00017094584,0.0001895729,0.00038308318,0.00008984243],"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":[0.0004443262,0.00038397594,0.6768518,0.00024283196,0.00005527224,0.000038697326,0.13261476,0.000064361935,0.18620032,0.000007663822,0.00010370777,0.0029922926],"study_design_scores_gemma":[0.0021863608,0.00019214569,0.79829884,0.00034202627,0.0003220543,0.000009332968,0.045180675,0.00042768443,0.15100543,0.00033833602,0.0007762527,0.0009208675],"about_ca_topic_score_codex":0.120330185,"about_ca_topic_score_gemma":0.31421655,"teacher_disagreement_score":0.19388635,"about_ca_system_score_codex":0.00022051875,"about_ca_system_score_gemma":0.000025661338,"threshold_uncertainty_score":0.9965606},"labels":[],"label_agreement":null},{"id":"W2528175741","doi":"","title":"Voices of Toronto - An Intercultural Urban Library","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Library Science and Administration","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; Library science; Media studies; Computer science","score_opus":0.011689041121510979,"score_gpt":0.23709797817162812,"score_spread":0.22540893705011714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528175741","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":[0.9754692,0.00008626417,1.9573898e-7,0.0006630472,0.0005153212,0.00014571483,0.000032375912,0.000053645534,0.023034286],"genre_scores_gemma":[0.4854404,0.00015806338,0.0005602097,0.000013167646,0.00012574103,1.1514451e-7,0.00049353717,0.0000073940582,0.51320136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990562,0.00008693504,0.00010980041,0.00024056583,0.000323024,0.0001834479],"domain_scores_gemma":[0.9993078,0.00002025518,0.00027521,0.00018540073,0.00007377104,0.00013756948],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000119539414,0.00012220493,0.0002203848,0.000053886113,0.0002989101,0.00006207801,0.0007095537,0.00031265646,0.002334581],"category_scores_gemma":[0.000010210501,0.00012707252,0.00011239536,0.00010743988,0.00027443754,0.005119151,0.00003200886,0.00014820509,0.000013172451],"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":[0.00009152238,0.000083283005,0.0019985598,0.00007509315,0.000022743148,0.00000567441,0.9784871,3.0927515e-7,0.008174004,0.0042030946,0.003701052,0.0031575842],"study_design_scores_gemma":[0.00013988353,0.00019536303,0.010049573,0.00008295172,0.000041423897,1.8809051e-7,0.9694876,0.000011648719,0.004344995,0.0002214469,0.015208435,0.00021649855],"about_ca_topic_score_codex":0.27000812,"about_ca_topic_score_gemma":0.74095607,"teacher_disagreement_score":0.49016708,"about_ca_system_score_codex":0.000021031874,"about_ca_system_score_gemma":0.00030128236,"threshold_uncertainty_score":0.9985774},"labels":[],"label_agreement":null},{"id":"W2528191402","doi":"","title":"A Matter of Managing an Inner City Resource; Using Existing Buildings in Inner City Areas to Provide Low-Income Housing","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Inner city; Low income housing; Resource (disambiguation); Architectural engineering; Environmental planning; Geography; Civil engineering; Business; Engineering; Economic growth; Economics; Computer science","score_opus":0.023420182775908675,"score_gpt":0.2582270026847525,"score_spread":0.23480681990884383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528191402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948917,0.0000127720905,0.00019524997,0.00065040257,0.00014406786,0.00035882002,0.000020447806,0.00006309776,0.0036634628],"genre_scores_gemma":[0.9199165,0.00000577293,0.0028401709,0.00008910535,0.000093326926,4.362805e-7,0.000072468036,0.00003892761,0.07694326],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980166,0.00022737344,0.0002722812,0.0004940542,0.000528644,0.0004610563],"domain_scores_gemma":[0.99869186,0.00006273221,0.0005135363,0.0002598026,0.00029132795,0.00018074167],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006921065,0.00024295779,0.0004986024,0.0008062675,0.00058112096,0.00007128192,0.0005301814,0.00032266646,0.00029647353],"category_scores_gemma":[0.00009901301,0.00028109283,0.00010119953,0.0007786274,0.0001617965,0.00064306165,0.00012705513,0.00025829853,0.000010507069],"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":[0.0002800034,0.000104613835,0.29611278,0.0004177445,0.000057479243,0.000049349022,0.6921706,0.0002767851,0.0075470814,0.0004318569,0.00029188883,0.0022598389],"study_design_scores_gemma":[0.0014203961,0.00010762517,0.12180497,0.006635534,0.00021499945,0.0000022473157,0.86188114,0.0005258176,0.0022265615,0.0006479415,0.0030635935,0.0014691522],"about_ca_topic_score_codex":0.16199017,"about_ca_topic_score_gemma":0.14638433,"teacher_disagreement_score":0.1743078,"about_ca_system_score_codex":0.00036491323,"about_ca_system_score_gemma":0.0001704316,"threshold_uncertainty_score":0.9999641},"labels":[],"label_agreement":null},{"id":"W2528192787","doi":"","title":"Innovation in e-Business Models: a Net-Enabled Business Innovation Cycle (NEBIC) Theory Perspective","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Digital Platforms and Economics","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":"Perspective (graphical); Business; Knowledge management; Business cycle; Business model; Process management; Industrial organization; Marketing; Computer science; Economics","score_opus":0.015615973934031737,"score_gpt":0.18928599991695289,"score_spread":0.17367002598292114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528192787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692877,0.000055669225,0.000120196746,0.00031666097,0.0005597774,0.00040939302,0.00001051982,0.000083167884,0.029156951],"genre_scores_gemma":[0.94834685,0.000036588557,0.00015920987,0.000110106164,0.0003112107,0.0000023157907,0.0024926513,0.000062751016,0.048478313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99856865,0.0000043991076,0.0003828013,0.0004254451,0.00021914352,0.0003995285],"domain_scores_gemma":[0.9968836,0.000020291774,0.0008972298,0.0002793871,0.0019082072,0.000011314584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004890829,0.00034976125,0.0005043967,0.0022087551,0.00018173114,0.00024965062,0.0003748277,0.0003518565,0.00021515749],"category_scores_gemma":[0.00007916336,0.00040984646,0.000067031666,0.0038446062,0.00006702336,0.010625959,0.00013448768,0.00024655322,0.00012782471],"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":[0.0011609369,0.00041596845,0.0010687746,0.0012585579,0.00014580291,0.000017674904,0.02015062,0.004420111,0.0006407387,0.96057093,0.000732013,0.009417855],"study_design_scores_gemma":[0.0030440856,0.000021021406,0.1095089,0.0007784921,0.00026843604,0.0000020802913,0.49228704,0.008043829,0.000062234794,0.3831701,0.0012942617,0.001519519],"about_ca_topic_score_codex":0.056997336,"about_ca_topic_score_gemma":0.03337399,"teacher_disagreement_score":0.57740086,"about_ca_system_score_codex":0.00024045569,"about_ca_system_score_gemma":0.00010787299,"threshold_uncertainty_score":0.9998353},"labels":[],"label_agreement":null},{"id":"W2528198869","doi":"","title":"Crisis Crowdsourcing in Government: Characterising efforts by North American Agencies to Inform Emergency Management Operations","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Crowdsourcing; Government (linguistics); Crisis management; Emergency management; Political science; Public administration; Business; Public relations; Law","score_opus":0.009288228864686075,"score_gpt":0.24054584253391714,"score_spread":0.23125761366923106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528198869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98449206,0.000035272547,0.0000764674,0.00387592,0.00016104145,0.00042053973,0.000064968015,0.000034435838,0.0108393105],"genre_scores_gemma":[0.75084066,0.0016988295,0.000640625,0.00002866659,0.00002074961,0.0000048733386,0.00030670126,0.0000146173315,0.24644428],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985482,0.000092249626,0.00023384437,0.0002630977,0.0005584037,0.00030419056],"domain_scores_gemma":[0.9991076,0.000016671243,0.00025047144,0.00037222562,0.00013197528,0.00012106079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000294306,0.00016460213,0.00026226943,0.0002656131,0.00093079417,0.00005895471,0.00058484194,0.000095952324,0.00029454683],"category_scores_gemma":[0.00002058518,0.00018552692,0.00009881747,0.000807686,0.00006482992,0.00064403267,0.00010720091,0.00013605306,0.00004297927],"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":[0.0000782969,0.00014441335,0.021736141,0.00010250479,0.00017136394,0.000006815915,0.90678877,0.00009479146,0.00051479955,0.0023263327,0.009673381,0.05836241],"study_design_scores_gemma":[0.00020926465,0.00004531718,0.15960374,0.000116320734,0.0000729251,8.4723624e-8,0.80465335,0.0000377418,0.0000612269,0.000028073307,0.034801938,0.0003700292],"about_ca_topic_score_codex":0.10394165,"about_ca_topic_score_gemma":0.540508,"teacher_disagreement_score":0.43656632,"about_ca_system_score_codex":0.0005440835,"about_ca_system_score_gemma":0.0000654582,"threshold_uncertainty_score":0.9020253},"labels":[],"label_agreement":null},{"id":"W2528269727","doi":"","title":"Molecular Characterization of Toxic Cyanobacteria in North American and East African Lakes","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Cyanobacteria; Geography; Biology; Genetics; Bacteria","score_opus":0.004155214171446,"score_gpt":0.17780967241451345,"score_spread":0.17365445824306747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528269727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99915457,0.0000043022555,0.000025264264,0.00003351687,0.000054267268,0.00018176789,0.00008173764,0.000008305337,0.0004562685],"genre_scores_gemma":[0.99206156,0.000035209316,0.00026938142,0.0000045056563,0.000005246012,2.4849402e-7,0.00054907583,0.000012716238,0.007062044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992211,0.000038877406,0.00015135105,0.00023784227,0.00018830523,0.00016252465],"domain_scores_gemma":[0.9993532,0.000009778217,0.00039544416,0.00016376628,0.000014907823,0.00006294783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008990182,0.00014848768,0.00034077954,0.00012796331,0.000037757804,0.000006094235,0.00016600471,0.000084525636,0.00011641552],"category_scores_gemma":[0.000003759994,0.00017466923,0.000046121455,0.00032909558,0.00013234364,0.00011282777,0.000047085323,0.000096294585,0.000010211974],"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":[0.0002837516,0.00018683939,0.564988,0.00043730333,0.00006364945,0.00006385956,0.12132926,0.00013791998,0.3026402,0.0000705029,0.000009942597,0.009788756],"study_design_scores_gemma":[0.00021406036,0.00010228205,0.9708694,0.00006935839,0.000033950942,0.0000012941988,0.026281253,0.0007341131,0.00140079,0.000005089461,0.00008503101,0.00020334574],"about_ca_topic_score_codex":0.027513152,"about_ca_topic_score_gemma":0.5224272,"teacher_disagreement_score":0.49491405,"about_ca_system_score_codex":0.000067717345,"about_ca_system_score_gemma":0.000012842105,"threshold_uncertainty_score":0.9789627},"labels":[],"label_agreement":null},{"id":"W2528375295","doi":"","title":"CORNWALL and the POST-INDUSTRIAL SEAWAY LANDSCAPE: Localized Agency After Absolute Authority","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal and Marine 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":"Absolute (philosophy); Agency (philosophy); Absolute power; Geography; Political science; Sociology; Law; Philosophy; Social science; Epistemology; Politics","score_opus":0.009252855244150862,"score_gpt":0.18789494347621044,"score_spread":0.17864208823205957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528375295","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":[0.9786829,0.00006880326,0.0000033374488,0.0014702594,0.0003294354,0.0004895534,0.000038615737,0.000030464034,0.018886646],"genre_scores_gemma":[0.29046553,0.00013095683,0.00011607124,0.0000405344,0.0000478076,0.0000017583936,0.00025218402,0.000015576943,0.70892954],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988509,0.000093480085,0.000107408516,0.00034249382,0.0003770904,0.00022867316],"domain_scores_gemma":[0.99940354,0.000021859862,0.00014959819,0.00027005782,0.000032136115,0.00012279199],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003396905,0.00020445959,0.0003044064,0.000054107964,0.00014943596,0.000028161448,0.0003205836,0.00017612056,0.0022723614],"category_scores_gemma":[0.00001548336,0.00016531016,0.0001178777,0.00012808602,0.00023466817,0.00014719096,0.0010951516,0.00022816313,0.00016384221],"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":[0.020494478,0.00050357415,0.013639448,0.0005257576,0.0006889025,0.00049842865,0.3263398,0.00014409809,0.00044620223,0.0007701686,0.19848356,0.43746558],"study_design_scores_gemma":[0.03676169,0.0014211342,0.4011138,0.00043244753,0.0033169554,0.000022665396,0.3066953,0.0038370327,0.00011205302,0.013581534,0.22937293,0.0033324407],"about_ca_topic_score_codex":0.109285094,"about_ca_topic_score_gemma":0.1588981,"teacher_disagreement_score":0.6900429,"about_ca_system_score_codex":0.0000680419,"about_ca_system_score_gemma":0.000024926725,"threshold_uncertainty_score":0.9986397},"labels":[],"label_agreement":null},{"id":"W2528444256","doi":"","title":"The Socio-Cultural Side of Certification Programs: a Case Study of Green Globe in Barbados","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Globe; Certification; Geography; Engineering; Environmental planning; Business; Management; Psychology; Economics","score_opus":0.025925884398154762,"score_gpt":0.24795669464493678,"score_spread":0.222030810246782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528444256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997978,0.00009361388,1.8515757e-7,0.00037404092,0.00014215229,0.0009836336,0.0000067935134,0.000024087225,0.00039751403],"genre_scores_gemma":[0.99208975,0.000012297716,0.000009957758,0.0000038140786,0.00007491578,0.0000014684016,0.0001264447,0.00001290536,0.0076684356],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988626,0.000059209146,0.00025700408,0.00021583286,0.00032081196,0.00028454245],"domain_scores_gemma":[0.998485,0.00002948448,0.0006387689,0.00026525572,0.00056226,0.000019207846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036318932,0.00019892123,0.00039487626,0.00016354388,0.00028781654,0.000043888467,0.00035195085,0.00018865785,0.000011990453],"category_scores_gemma":[0.00004686448,0.00017373357,0.00017021566,0.0004509636,0.00016198214,0.00071663037,0.0000760305,0.00016942767,0.0000036680942],"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":[0.0005299201,0.001999894,0.21323101,0.002341663,0.000297614,0.0001385352,0.7619371,0.00001788947,0.0002957382,0.0006779764,0.00015376674,0.018378895],"study_design_scores_gemma":[0.0005795013,0.000057835925,0.12313403,0.00006999269,0.00028770108,0.0000011645237,0.8753539,0.000033702945,0.000008913182,0.00025941254,0.00006598875,0.0001479081],"about_ca_topic_score_codex":0.6965317,"about_ca_topic_score_gemma":0.5215761,"teacher_disagreement_score":0.17495556,"about_ca_system_score_codex":0.00012498067,"about_ca_system_score_gemma":0.000045704677,"threshold_uncertainty_score":0.7084649},"labels":[],"label_agreement":null},{"id":"W2528454600","doi":"","title":"Planning for greyfield redevelopment in Edmonton, AB: impeding and facilitating factors","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Underground infrastructure and sustainability","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":"Redevelopment; Environmental planning; Process management; Engineering; Geography; Civil engineering","score_opus":0.00919610157503919,"score_gpt":0.20102402946181452,"score_spread":0.19182792788677533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528454600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983118,0.00031007628,0.00021585441,0.000021296893,0.0002581465,0.00028683542,0.000016126167,0.000056994715,0.0005228689],"genre_scores_gemma":[0.9821504,0.000032386168,0.002056182,0.000001682617,0.00002300403,0.0000010674979,0.00020627303,0.000020579984,0.015508432],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99921745,0.000012466242,0.0001488109,0.00020064318,0.00010873161,0.0003119259],"domain_scores_gemma":[0.99956924,0.000121046636,0.0000692786,0.00010699545,0.00006262459,0.00007082773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013413605,0.00021408555,0.00032897823,0.00021228434,0.00011097504,0.000015746866,0.00011470628,0.00027488775,0.000049003946],"category_scores_gemma":[0.00003247373,0.000248605,0.000066553854,0.0000836828,0.000025294828,0.00027814572,0.000023829303,0.00022113298,3.8678115e-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":[0.00009764702,0.000012408555,0.03471609,0.0023260484,0.00012612561,0.0000066840985,0.95105845,0.00090787356,0.0040662983,0.0000773108,0.0008688312,0.005736218],"study_design_scores_gemma":[0.00044717282,0.00004743566,0.11374416,0.00019692739,0.000049906805,6.5878015e-7,0.8824193,0.0008263998,0.00087238476,0.0004602389,0.0005422558,0.0003931666],"about_ca_topic_score_codex":0.0051961746,"about_ca_topic_score_gemma":0.0100466395,"teacher_disagreement_score":0.07902807,"about_ca_system_score_codex":0.0001736655,"about_ca_system_score_gemma":0.000032316882,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W2528577987","doi":"","title":"Design and Analysis of Green Mission-Critical Fiber-Wireless Broadband Access Networks","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Optical Network 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":"University of Waterloo","keywords":"Broadband; Telecommunications; Wireless broadband; Wireless; Computer network; Wireless network; Computer science; Engineering","score_opus":0.015470263371662412,"score_gpt":0.22383606548880014,"score_spread":0.20836580211713773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528577987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777465,0.0009225025,0.020288149,0.000048426555,0.00012643171,0.00024458367,0.00002407625,0.0002781314,0.00032123856],"genre_scores_gemma":[0.70667267,0.0064585847,0.13735408,0.000011541112,0.00007704701,0.0000027491665,0.0009999598,0.00024031034,0.14818306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906427,0.00003143852,0.00016746164,0.00029361626,0.00016019454,0.00028301228],"domain_scores_gemma":[0.9991853,0.00018273482,0.00009801809,0.0003160519,0.00012035645,0.00009751282],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000074291136,0.000255753,0.0007040132,0.0004875267,0.00007410811,0.0000130470935,0.00047618526,0.00053018186,0.00018413583],"category_scores_gemma":[0.0000149994,0.0002882298,0.00014389282,0.00063090475,0.00021524662,0.00023435368,0.00010620139,0.00031839305,0.0000027748588],"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":[0.0013758147,0.00029466118,0.0040842984,0.0040775966,0.009493644,0.00026296714,0.04352516,0.6810442,0.0041184104,0.0016839633,0.0019702371,0.248069],"study_design_scores_gemma":[0.0009017021,0.00027574107,0.019795451,0.0009103951,0.0072948076,0.000003038897,0.020881807,0.94243926,0.003996935,0.0018260693,0.00015039937,0.0015243716],"about_ca_topic_score_codex":0.0029110857,"about_ca_topic_score_gemma":0.0029990538,"teacher_disagreement_score":0.2710738,"about_ca_system_score_codex":0.000030026935,"about_ca_system_score_gemma":0.0000121702515,"threshold_uncertainty_score":0.99995697},"labels":[],"label_agreement":null},{"id":"W2528607365","doi":"","title":"Sustainable Foodscapes: Obtaining Food within Resilient Communities","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological 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":"Resilience (materials science); Sustainable agriculture; Environmental planning; Natural resource economics; Environmental science; Business; Geography; Political science; Sustainability; Economics; Ecology; Biology; Physics","score_opus":0.01071494707681427,"score_gpt":0.17906834375967412,"score_spread":0.16835339668285984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528607365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586177,0.00039508328,1.5176816e-7,0.00063689845,0.00008830989,0.00043098393,0.00003382663,0.000104787396,0.0024481665],"genre_scores_gemma":[0.67455983,0.000046362115,0.00007471305,0.000024930667,0.00005097848,7.3245684e-7,0.00093452266,0.0000016729189,0.32430625],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984327,0.00018391527,0.00020292785,0.00033893797,0.00034987825,0.0004916659],"domain_scores_gemma":[0.9987754,0.00010252527,0.00032934904,0.00016353952,0.00050135324,0.00012780367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029835582,0.00031977711,0.0004961023,0.000055963308,0.00069996965,0.00006258974,0.00068073504,0.00041492327,0.00024326195],"category_scores_gemma":[0.000024461344,0.00015987117,0.0003344875,0.00040218502,0.00010053483,0.00026472207,0.00009968066,0.00040956284,0.0000112023845],"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":[0.0014548335,0.0011882115,0.010131075,0.0014097895,0.000634685,0.00016081182,0.92255956,0.00014253306,0.009796827,0.008483829,0.021080276,0.022957593],"study_design_scores_gemma":[0.00019200906,0.001080966,0.060671918,0.000104382845,0.00010597911,0.000001865323,0.9316939,0.000010753947,0.000548956,0.0012588392,0.003951222,0.0003791787],"about_ca_topic_score_codex":0.07747365,"about_ca_topic_score_gemma":0.48743716,"teacher_disagreement_score":0.4099635,"about_ca_system_score_codex":0.0001389313,"about_ca_system_score_gemma":0.000053049345,"threshold_uncertainty_score":0.9286695},"labels":[],"label_agreement":null},{"id":"W2528618153","doi":"","title":"Civil Society, Good Governance and the News Media: A case study of civil society inclusion in Winnipeg Free Press coverage of Lake Winnipeg nutrient loading","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Civil society; Corporate governance; Political science; Inclusion (mineral); Public administration; News media; Media studies; Sociology; Law; Social science; Management; Economics","score_opus":0.012681749981369525,"score_gpt":0.23457658649357938,"score_spread":0.22189483651220984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528618153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937437,0.0012433262,0.000004678553,0.0019047708,0.00025619986,0.0009833324,0.00007762502,0.000015045656,0.0017713265],"genre_scores_gemma":[0.97978204,0.012139356,0.00014838378,0.000018378318,0.000055358385,0.0000042969455,0.00003944911,0.000014997333,0.0077977446],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978873,0.00035240635,0.00030836975,0.00033879658,0.0008453901,0.00026775058],"domain_scores_gemma":[0.9975823,0.00049122697,0.0009376516,0.00062545016,0.00028898107,0.00007438768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011381836,0.00022477542,0.00066887855,0.000045368353,0.0010838088,0.000020694204,0.0010197534,0.0003677895,0.00004259291],"category_scores_gemma":[0.0001312397,0.00020782987,0.00025641435,0.00035402764,0.0006796914,0.00023564747,0.0015768149,0.0005671125,3.2450257e-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":[0.00019162818,0.000399156,0.0017947938,0.00022667774,0.00014881685,0.000020723211,0.99260277,0.000006635467,0.00019663591,0.0008094332,0.0014620075,0.0021406994],"study_design_scores_gemma":[0.0042849476,0.00012322553,0.0028627277,0.00030649983,0.000241629,0.000001911915,0.9888395,0.00009597576,0.00007192713,0.00063995464,0.002313406,0.00021827548],"about_ca_topic_score_codex":0.4717964,"about_ca_topic_score_gemma":0.9870976,"teacher_disagreement_score":0.5153012,"about_ca_system_score_codex":0.0001004988,"about_ca_system_score_gemma":0.00016636745,"threshold_uncertainty_score":0.8475056},"labels":[],"label_agreement":null},{"id":"W2528711641","doi":"","title":"Application of the Theory of Gender and Power to Relationships and Experiences among Middle Eastern and/or Arab Canadians","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gender, Feminism, and 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":"Power (physics); Middle East; Geography; Gender studies; Demography; Psychology; Sociology; Political science; Physics; Archaeology","score_opus":0.028397646261603775,"score_gpt":0.24156336305604426,"score_spread":0.2131657167944405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528711641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966706,0.0001665829,0.00003381835,0.0001300503,0.000099888246,0.00030457214,0.000012704561,0.000005496535,0.002576306],"genre_scores_gemma":[0.9376078,0.00006271562,0.00012680581,0.000009674897,0.000010504121,8.9384474e-7,0.000008624333,0.0000048538313,0.062168106],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992813,0.00010258684,0.00009127858,0.00018028518,0.00020876424,0.00013577148],"domain_scores_gemma":[0.9993855,0.00009219989,0.00017759368,0.0001242696,0.000094257426,0.00012621007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003977956,0.00008596625,0.00016713422,0.00012754119,0.00028409943,0.000007748948,0.00015606165,0.00017622653,0.00002751935],"category_scores_gemma":[0.000048978185,0.00007599459,0.00003130628,0.00015416258,0.00043840375,0.00009659919,0.0000265199,0.000094844494,5.527301e-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":[0.00005017921,0.000010408402,0.028263396,0.00006204142,0.000016725904,6.812475e-7,0.9690533,5.973795e-7,0.00011746164,0.001331651,0.000034120174,0.0010593834],"study_design_scores_gemma":[0.00009803819,0.000023272389,0.18085206,0.000043155287,0.000038855575,2.6288745e-7,0.818426,0.0000040250243,0.000119598684,0.00018542909,0.00014047787,0.0000688322],"about_ca_topic_score_codex":0.11098894,"about_ca_topic_score_gemma":0.56536734,"teacher_disagreement_score":0.4543784,"about_ca_system_score_codex":0.000021731097,"about_ca_system_score_gemma":0.00012208452,"threshold_uncertainty_score":0.8949311},"labels":[],"label_agreement":null},{"id":"W2528717335","doi":"","title":"Exploring Father Involvement: Fathers' Accounts of Paternal Involvement","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Developmental psychology; Psychology","score_opus":0.05862239928368979,"score_gpt":0.24039959952674803,"score_spread":0.18177720024305824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528717335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948772,0.00007150621,0.000024194227,0.00020166219,0.00068654795,0.00027664553,0.000029211335,0.00003014334,0.0038028562],"genre_scores_gemma":[0.7619274,0.000998524,0.0004217422,0.0000131835895,0.00008151686,0.0000014134881,0.0002192394,0.00002620376,0.23631077],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99854153,0.00012766715,0.00018570335,0.00027250175,0.0005978822,0.00027472342],"domain_scores_gemma":[0.9989322,0.000043730102,0.00043672585,0.0002362276,0.00025504548,0.00009608501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047509174,0.00018211387,0.00033793238,0.00028728956,0.0004048105,0.00002428484,0.00049788103,0.00025909345,0.0002004234],"category_scores_gemma":[0.000015903317,0.00020557718,0.00019524583,0.00020546555,0.00017856031,0.0003248316,0.000055290606,0.00021924134,0.00003610604],"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":[0.00008868208,0.00015898106,0.01701306,0.00039016135,0.00023857606,0.0000052478335,0.96767867,0.00010205865,0.0011993283,0.00983468,0.00029921765,0.0029913313],"study_design_scores_gemma":[0.0006221727,0.00010661301,0.02506727,0.0005634954,0.00016555733,4.3132168e-8,0.9672473,0.00015414448,0.0002533622,0.000982394,0.00447722,0.00036039657],"about_ca_topic_score_codex":0.20694348,"about_ca_topic_score_gemma":0.32571006,"teacher_disagreement_score":0.23294982,"about_ca_system_score_codex":0.00016122054,"about_ca_system_score_gemma":0.00014113406,"threshold_uncertainty_score":0.83831936},"labels":[],"label_agreement":null},{"id":"W2528831201","doi":"","title":"Evaluation of a Soil Radar Backscatter Model with Applicability to Radar Observations of a sub-Arctic Environment","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Radar; Backscatter (email); Remote sensing; Arctic; Environmental science; Geography; Geology; Computer science; Oceanography; Telecommunications","score_opus":0.038345187028204476,"score_gpt":0.20813555114325683,"score_spread":0.16979036411505236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528831201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972176,0.00008107405,0.000025565547,0.00039057728,0.000037583428,0.00073494844,0.0013760115,0.00000679078,0.0001298344],"genre_scores_gemma":[0.97771573,0.00014511358,0.0021174573,0.000027945032,0.000018841682,0.000001767262,0.008644313,0.000010977072,0.011317857],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99844545,0.00008842382,0.00018035407,0.00032335983,0.00077411305,0.00018828524],"domain_scores_gemma":[0.99880517,0.00004460909,0.00036995072,0.0003636404,0.00031563055,0.000101014164],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040793783,0.00018625996,0.00037547312,0.00015108587,0.000088835266,0.0000075443972,0.0002534558,0.00014652271,0.003093906],"category_scores_gemma":[0.000009331135,0.00018005475,0.000100674624,0.0001608635,0.00010195458,0.00019579475,0.00001704253,0.000108261884,0.000065308865],"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":[0.0019943668,0.0007537013,0.33977214,0.0038850931,0.0007995362,0.0000067328324,0.35000563,0.11449525,0.1627631,0.000035485,0.003057028,0.022431953],"study_design_scores_gemma":[0.0011443011,0.00044425216,0.89630854,0.00028664153,0.0009629739,0.0000012481461,0.05703864,0.038110092,0.004868721,0.00030673502,0.0000648706,0.00046299375],"about_ca_topic_score_codex":0.16518138,"about_ca_topic_score_gemma":0.41005188,"teacher_disagreement_score":0.55653644,"about_ca_system_score_codex":0.00003350721,"about_ca_system_score_gemma":0.00012945267,"threshold_uncertainty_score":0.9978174},"labels":[],"label_agreement":null},{"id":"W2528852552","doi":"","title":"Investigation on using Supercritical Carbon Dioxide as Desorbing and Reaction Medium in the Surfactant Production Process","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Phase Equilibria and Thermodynamics","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":"Supercritical carbon dioxide; Pulmonary surfactant; Supercritical fluid; Carbon dioxide; Process (computing); Chemistry; Chemical engineering; Process engineering; Environmental science; Organic chemistry; Computer science; Engineering","score_opus":0.017922344220626142,"score_gpt":0.225956483627458,"score_spread":0.20803413940683185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528852552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99885005,0.00004404959,0.000003258705,0.00012999696,0.00032660022,0.00025351465,0.0000032627042,0.00005982501,0.00032946884],"genre_scores_gemma":[0.99911207,0.00006364917,0.0000650085,0.000004508124,0.000049673476,3.838361e-7,0.000121134566,0.000027012149,0.00055655674],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991661,0.000048391274,0.000115771974,0.0002227699,0.00025564278,0.00019132602],"domain_scores_gemma":[0.9996811,0.000037586706,0.000030851475,0.00014390597,0.000058603946,0.000047944737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025624016,0.00017693249,0.00020099126,0.00027046553,0.00007210963,0.000012526031,0.00011254126,0.00022870257,0.0000018741274],"category_scores_gemma":[0.000030978757,0.0001827179,0.000034033255,0.00021932203,0.000060692593,0.00023447756,0.0000070963783,0.00034198345,0.0000010543939],"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":[0.00019665521,0.000030472213,0.000756464,0.00062289456,0.000043432126,0.00004922441,0.115722,0.0014255232,0.8806646,0.00014421812,0.0000029785886,0.00034152367],"study_design_scores_gemma":[0.0014283347,0.0003171144,0.036864582,0.0024865416,0.00052067725,0.00010060501,0.4980652,0.10130756,0.3548677,0.0027455837,0.000018343862,0.0012777353],"about_ca_topic_score_codex":0.007934295,"about_ca_topic_score_gemma":0.018094065,"teacher_disagreement_score":0.5257969,"about_ca_system_score_codex":0.00015301502,"about_ca_system_score_gemma":0.00004279906,"threshold_uncertainty_score":0.99982315},"labels":[],"label_agreement":null},{"id":"W2528899712","doi":"","title":"Examining the Potential Use of Geospatial -Informatics Technologies to Engage Northern Canadian First Nation Youth in Environmental Initiatives","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Geospatial analysis; Informatics; Geography; Geomatics; Environmental planning; Political science; Data science; Cartography; Computer science","score_opus":0.035709087192349644,"score_gpt":0.23052906705616644,"score_spread":0.1948199798638168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528899712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757975,0.00002069684,0.0000056485333,0.0003612912,0.00031105618,0.0011084127,0.0002942033,0.000025590749,0.0002933297],"genre_scores_gemma":[0.9897874,0.00022238522,0.00030244348,0.000026781647,0.000016084585,0.0000057879097,0.00057076867,0.000015560403,0.009052789],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998776,0.00012495235,0.00027395226,0.00014433278,0.0001636153,0.0005171545],"domain_scores_gemma":[0.99905735,0.00013118904,0.0004466688,0.00020423211,0.00011088206,0.00004966276],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00025000903,0.00016909192,0.00033618882,0.00043331907,0.0018554201,0.0000053519425,0.00029146826,0.0004264048,0.00013997618],"category_scores_gemma":[0.000073484145,0.0001562923,0.00005119443,0.00013827255,0.000086891225,0.00021622196,0.00016318426,0.00054435444,0.00007546504],"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":[0.000047558762,0.000023174882,0.071510926,0.00016327183,0.00005636789,0.000004847012,0.92715394,0.00024334152,0.00003179304,0.000013911536,0.00009461757,0.0006562576],"study_design_scores_gemma":[0.00025297608,0.00011113179,0.16554011,0.00010315883,0.000050318835,1.1923719e-7,0.83355975,0.00013376535,0.000010856078,0.000006234231,0.000110945926,0.00012062948],"about_ca_topic_score_codex":0.8964786,"about_ca_topic_score_gemma":0.9983731,"teacher_disagreement_score":0.10189447,"about_ca_system_score_codex":0.0005623821,"about_ca_system_score_gemma":0.0002662543,"threshold_uncertainty_score":0.999444},"labels":[],"label_agreement":null},{"id":"W2528966850","doi":"","title":"The Role of Environmental Stewardship Groups in the Grand River Watershed, Ontario","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Conservation 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":"Stewardship (theology); Watershed; Environmental stewardship; Environmental planning; Geography; Environmental resource management; Water resource management; Environmental science; Environmental ethics; Political science; Computer science; Philosophy","score_opus":0.005410024898216536,"score_gpt":0.16024748950527373,"score_spread":0.1548374646070572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528966850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935812,0.000046251233,0.0000014236125,0.00047091465,0.000077091194,0.0004280356,0.000011438962,0.0000067274264,0.0053769555],"genre_scores_gemma":[0.8209383,0.00012347796,0.00009882463,0.00007462465,0.000006394982,0.0000017411083,0.00016368633,0.0000126274235,0.17858033],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99861753,0.00014702785,0.00017631588,0.00029837762,0.00051843736,0.0002423201],"domain_scores_gemma":[0.9992444,0.00005005452,0.0002469721,0.00041173238,0.0000025206725,0.000044317923],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038337059,0.00020590304,0.00022931067,0.000054888777,0.0002461222,0.000015918511,0.0007432064,0.00012692717,0.0012592499],"category_scores_gemma":[0.0000027049357,0.000154866,0.00014132998,0.000081283084,0.0004245249,0.0001571217,0.00017771071,0.00023257858,0.00016539307],"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":[0.0009246885,0.0006511859,0.23081496,0.000121949415,0.00019654233,0.000033890436,0.727865,0.00042023842,0.011196716,0.0007316612,0.006465336,0.020577837],"study_design_scores_gemma":[0.0008168629,0.00014380782,0.7490474,0.000036497317,0.00011311257,0.0000011057666,0.1765553,0.000050327322,0.0008234507,0.0006856013,0.07144954,0.00027696782],"about_ca_topic_score_codex":0.23197177,"about_ca_topic_score_gemma":0.8136833,"teacher_disagreement_score":0.58171153,"about_ca_system_score_codex":0.00026988535,"about_ca_system_score_gemma":0.000008369988,"threshold_uncertainty_score":0.99965376},"labels":[],"label_agreement":null},{"id":"W2529066754","doi":"","title":"Understanding Depressive Symptoms in Individuals with Schizophrenia: Analyses Using the Resident Assessment Instrument – Mental Health (RAI-MH)","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Schizophrenia 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":"Schizophrenia (object-oriented programming); Mental health; Psychology; Psychiatry; Clinical psychology; Depressive symptoms; Medicine; Anxiety","score_opus":0.07307866142967467,"score_gpt":0.34623980889670736,"score_spread":0.2731611474670327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529066754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535286,0.0005873589,0.00007468882,0.002168417,0.00009971884,0.001445872,0.000073977455,0.000030978237,0.00016610845],"genre_scores_gemma":[0.98389,0.00050140684,0.0052580456,0.00003624212,0.000041089937,0.000002943684,0.0011568224,0.000048189257,0.0090652425],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9970976,0.000196654,0.0002944516,0.0005536122,0.0012493324,0.000608363],"domain_scores_gemma":[0.99855536,0.00007656903,0.0005045731,0.00045360147,0.000117196,0.0002926699],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041770615,0.00039567918,0.0007954909,0.0009961776,0.0005194365,0.000047990397,0.00028494152,0.00021151987,0.0001329781],"category_scores_gemma":[0.000009208891,0.00029815082,0.00020092753,0.0006028666,0.0001826943,0.00018520087,0.00010615572,0.0006467349,0.00000402542],"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":[0.06593025,0.0033519492,0.4860559,0.0031644711,0.01903073,0.003279603,0.39000636,0.0019055862,0.0047230944,0.0040436294,0.0025024756,0.016005924],"study_design_scores_gemma":[0.020422367,0.0021338377,0.42509797,0.0041141333,0.001206758,0.00008744222,0.5435216,0.00066515047,0.0018141245,0.00030154036,0.000028047387,0.0006070662],"about_ca_topic_score_codex":0.06099486,"about_ca_topic_score_gemma":0.22034006,"teacher_disagreement_score":0.1593452,"about_ca_system_score_codex":0.002562571,"about_ca_system_score_gemma":0.0014556929,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W2529081389","doi":"","title":"Low Power Clock and Data Recovery Integrated Circuits","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advancements in PLL and VCO Technologies","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":"Computer science; Clock gating; Digital clock manager; Power analysis; Electronic circuit; Electronic engineering; Electrical engineering; Clock skew; Clock signal; Engineering; Computer security; Cryptography","score_opus":0.01321740985942875,"score_gpt":0.22502134136912064,"score_spread":0.2118039315096919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529081389","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":[0.9953956,0.00082772464,0.0005578329,0.00003279049,0.0006177932,0.00015881206,0.00021971788,0.00038470924,0.001805022],"genre_scores_gemma":[0.3984339,0.008779821,0.010047226,0.00002223823,0.000059983722,6.777094e-7,0.008194559,0.00016102643,0.5743006],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99921036,0.00000726729,0.000104252606,0.00031185817,0.0001411134,0.00022513086],"domain_scores_gemma":[0.99925166,0.000023452205,0.000077703335,0.00054295996,0.000061172774,0.000043033233],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000081034275,0.0002184641,0.00029066502,0.00027339812,0.000071624556,0.0000136863455,0.00056940713,0.0003623362,0.00010819372],"category_scores_gemma":[0.000018727413,0.0002524681,0.000036977024,0.00017710743,0.000073180905,0.00032732252,0.00012796815,0.00031948418,0.000021416394],"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":[0.00046333845,0.00028487918,0.0012378655,0.0038193315,0.0019602242,0.0005073799,0.06600082,0.0014695534,0.0315614,0.0011277947,0.06041131,0.8311561],"study_design_scores_gemma":[0.0031875274,0.00073425163,0.010543188,0.0030896438,0.0007703629,0.000027904176,0.83988744,0.0057639005,0.039026033,0.001810204,0.091459,0.0037005472],"about_ca_topic_score_codex":0.0010205591,"about_ca_topic_score_gemma":0.007314844,"teacher_disagreement_score":0.8274556,"about_ca_system_score_codex":0.000058974656,"about_ca_system_score_gemma":0.00001855687,"threshold_uncertainty_score":0.9999927},"labels":[],"label_agreement":null},{"id":"W2529150665","doi":"","title":"Ontario Snowmobile Tourism: Responses to Climate Variability and Change","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo; University of Cambridge; Wilfrid Laurier University","keywords":"Tourism; Climate change; Geography; Biology; Ecology; Archaeology","score_opus":0.02641437895130461,"score_gpt":0.2903505220290431,"score_spread":0.2639361430777385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529150665","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":[0.9913653,0.000026337593,6.830924e-7,0.0014947755,0.0014167018,0.0016104495,0.0001430371,0.00004379915,0.003898918],"genre_scores_gemma":[0.14985031,0.00029042075,0.0010765565,0.00026571777,0.00022802791,0.000024475485,0.0003431172,0.000037541493,0.8478838],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980752,0.0002702617,0.00020051743,0.00045267996,0.00014655509,0.0008547942],"domain_scores_gemma":[0.99856675,0.00023703942,0.0002858941,0.00037699172,0.00036412806,0.00016922293],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088466617,0.00023695537,0.00060674665,0.00021079056,0.0030104301,0.0000049426285,0.00023956696,0.0008029603,0.0024659089],"category_scores_gemma":[0.00006708298,0.00025829405,0.000089167814,0.000100498786,0.00006967157,0.00009635856,0.00032998528,0.0009421843,0.00028256344],"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":[0.00097363285,0.000064825515,0.050694767,0.0006227744,0.0000610365,0.000028396636,0.943923,1.3231426e-7,0.00016270381,0.00009584941,0.002733018,0.0006398442],"study_design_scores_gemma":[0.0005261758,0.0003371275,0.4173467,0.00015397338,0.00013847502,9.1359493e-7,0.5473548,0.0000017606354,0.0000131558345,0.00007369877,0.033765472,0.00028775478],"about_ca_topic_score_codex":0.8342329,"about_ca_topic_score_gemma":0.9972348,"teacher_disagreement_score":0.8439849,"about_ca_system_score_codex":0.00038256551,"about_ca_system_score_gemma":0.00041540607,"threshold_uncertainty_score":0.99998695},"labels":[],"label_agreement":null},{"id":"W2529185973","doi":"","title":"Strengthening of Wooden Cross arms in 230 kV Transmission Structures Using Glass Fibre Reinforced Polymer (GFRP) Wrap","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","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":"Fibre-reinforced plastic; Composite material; Materials science; Glass fiber; Structural engineering; Engineering","score_opus":0.010517765684542537,"score_gpt":0.2158062506346909,"score_spread":0.20528848495014834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529185973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99859285,0.00039586323,0.0000793321,0.000009405132,0.0003091864,0.00027899316,0.000057966612,0.00012606842,0.00015032578],"genre_scores_gemma":[0.9665892,0.000217001,0.0035526124,0.0000017331603,0.00003327513,3.6181356e-7,0.00045061772,0.00008356087,0.029071618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982874,0.00002948228,0.00040152355,0.00035130943,0.00047460184,0.00045569724],"domain_scores_gemma":[0.9990207,0.000037869642,0.00030933082,0.00037635,0.00012267313,0.00013310088],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000053455748,0.00048633036,0.000768591,0.0005897273,0.000121564844,0.000022430619,0.0005330573,0.0006654021,0.00020393834],"category_scores_gemma":[0.0000068395516,0.00056198094,0.00031116497,0.00034379892,0.00012696783,0.0004479256,0.000039939423,0.00053266226,0.0000029080743],"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":[0.00054578454,0.000001686909,0.0008517058,0.001198699,0.00022194802,0.00013427624,0.14294724,0.09628169,0.7505473,0.000068968424,0.000038788003,0.007161938],"study_design_scores_gemma":[0.002704311,0.00014550485,0.013013441,0.0013281128,0.00029916337,0.000041238276,0.059791632,0.042306483,0.87899786,0.00002008957,0.00004027237,0.0013118802],"about_ca_topic_score_codex":0.015149635,"about_ca_topic_score_gemma":0.00068783754,"teacher_disagreement_score":0.1284506,"about_ca_system_score_codex":0.00016759052,"about_ca_system_score_gemma":0.000089789435,"threshold_uncertainty_score":0.99968314},"labels":[],"label_agreement":null},{"id":"W2529187729","doi":"","title":"Effect of Hydrological Regimes on Groundwater Phosphorus Transfer in a Riparian Wetland","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental 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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Riparian zone; Wetland; Groundwater; Environmental science; Phosphorus; Hydrology (agriculture); Water resource management; Geography; Geology; Ecology; Geotechnical engineering; Chemistry","score_opus":0.004989752934216611,"score_gpt":0.1978001857216873,"score_spread":0.1928104327874707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529187729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962838,0.000021015563,0.0000048174147,0.00009497085,0.000161644,0.00031393315,0.000011141723,0.00002148817,0.0030871618],"genre_scores_gemma":[0.94429,0.000081194456,0.000056648554,0.000011596118,0.000009376642,6.139146e-7,0.00020153272,0.000016987648,0.05533206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998606,0.0001109652,0.00016751511,0.00042237793,0.0003644933,0.0003286504],"domain_scores_gemma":[0.9994982,0.000070944756,0.00008989182,0.0002491556,0.000009102037,0.00008269504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034548837,0.00027016844,0.0005019585,0.0001854245,0.000066962035,0.0000070142823,0.00035861952,0.00042182158,0.00022615615],"category_scores_gemma":[0.0000058495243,0.0002363538,0.00018399613,0.00022187066,0.00019244973,0.000119357894,0.000047898793,0.0002917291,0.00009146111],"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":[0.015543569,0.0011215996,0.84920913,0.00062915916,0.00017986566,0.00056667347,0.11095483,0.0010209486,0.002921964,0.00014610712,0.0007831385,0.016923],"study_design_scores_gemma":[0.019172892,0.016959647,0.7958505,0.0015248329,0.0010021955,0.000023496503,0.035348,0.0028616067,0.11861646,0.0021152964,0.003449892,0.003075169],"about_ca_topic_score_codex":0.04209224,"about_ca_topic_score_gemma":0.013830167,"teacher_disagreement_score":0.11569449,"about_ca_system_score_codex":0.00012729462,"about_ca_system_score_gemma":0.00000672875,"threshold_uncertainty_score":0.96428657},"labels":[],"label_agreement":null},{"id":"W2529230759","doi":"","title":"Using Mental Set to Change the Size of Posner's Attentional Spotlight: Implications for how Words are Processed in Visual Space","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Visual and Cognitive Learning 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":"University of Waterloo","keywords":"Set (abstract data type); Space (punctuation); Cognitive psychology; Psychology; Visual space; Mental image; Computer science; Cognition; Perception; Neuroscience","score_opus":0.05265431216674359,"score_gpt":0.33282811985444977,"score_spread":0.28017380768770617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529230759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884881,0.00010035491,0.000043977998,0.009632104,0.00029807028,0.00095450075,0.000353501,0.000025139736,0.00010424533],"genre_scores_gemma":[0.9135351,0.000011712302,0.00044961416,0.00006335836,0.00009401937,0.000020970134,0.0005721854,0.00003549285,0.08521752],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99892133,0.00006594712,0.00012596868,0.00041656016,0.00018766457,0.00028253617],"domain_scores_gemma":[0.9987367,0.00011377832,0.00045041784,0.00017965156,0.00045166028,0.00006780342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015777773,0.00022745859,0.000362922,0.00026647287,0.00023915611,0.000024215096,0.00037137853,0.00029963392,0.0001998813],"category_scores_gemma":[0.000052455936,0.00021932262,0.0001500358,0.00042726603,0.00009806111,0.00017729774,0.000055357523,0.00030035083,0.000012569864],"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":[0.0036004118,0.0014364761,0.05930899,0.0022299632,0.000679815,0.000017435706,0.8542634,0.000012222171,0.062674224,0.0017323197,0.003017265,0.011027462],"study_design_scores_gemma":[0.0012284912,0.0003154647,0.4888432,0.000460982,0.00021475041,0.000005121326,0.5049257,0.000030363299,0.0017341552,0.00021559755,0.0016424577,0.00038370315],"about_ca_topic_score_codex":0.0042383815,"about_ca_topic_score_gemma":0.041964106,"teacher_disagreement_score":0.4295342,"about_ca_system_score_codex":0.000044290297,"about_ca_system_score_gemma":0.00007800712,"threshold_uncertainty_score":0.9755176},"labels":[],"label_agreement":null},{"id":"W2529280218","doi":"","title":"Modelling and Experimental Study of Methane Catalytic Cracking as a Hydrogen Production Technology","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"CO2 Sequestration and Geologic Interactions","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":false,"ca_institutions":"","funders":"University of Waterloo; Natural Sciences and Engineering Research Council of Canada; National Research Centre","keywords":"Hydrogen production; Cracking; Methane; Production (economics); Fluid catalytic cracking; Hydrogen; Catalysis; Environmental science; Waste management; Petroleum engineering; Engineering; Process engineering; Chemistry; Economics; Organic chemistry; Microeconomics","score_opus":0.017654120338540844,"score_gpt":0.2311147715431962,"score_spread":0.21346065120465535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529280218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813986,0.00003600463,0.000005123604,0.0000716177,0.0001025735,0.00033916358,0.0000017352202,0.00002852097,0.0012754224],"genre_scores_gemma":[0.9114264,0.000015923568,0.00029699138,0.000001385492,0.000005128718,0.000001101668,0.000030186122,0.0000069723724,0.08821587],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99927574,0.000030957828,0.00011349919,0.0003171702,0.0001497168,0.00011292363],"domain_scores_gemma":[0.9995171,0.000006499367,0.00022197592,0.00019193688,0.00002863741,0.000033863493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000074945616,0.0001273626,0.00020835332,0.00018025779,0.00010024289,0.00000326307,0.00015006888,0.00014068889,0.00061449845],"category_scores_gemma":[0.0000075107832,0.0001454504,0.00003944324,0.00016516165,0.00012182302,0.00019440697,0.00008066167,0.0001447924,0.000039630646],"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":[0.0007003622,0.0025432894,0.0064370353,0.00012111736,0.00030229092,0.00006589654,0.76832104,0.016835751,0.2021357,0.0001733557,0.00009716013,0.0022669917],"study_design_scores_gemma":[0.00053476455,0.0010815567,0.0006967686,0.000069847156,0.00020607925,0.000023932138,0.759529,0.001440926,0.23553222,0.0005236369,0.000068336965,0.0002929639],"about_ca_topic_score_codex":0.092558786,"about_ca_topic_score_gemma":0.03930656,"teacher_disagreement_score":0.086940445,"about_ca_system_score_codex":0.000055213313,"about_ca_system_score_gemma":0.000013340278,"threshold_uncertainty_score":0.9782236},"labels":[],"label_agreement":null},{"id":"W2529302987","doi":"","title":"The Process for Adopting Technology in Ontario Municipalities and the Implications for Innovation in Development","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Process management; Business; Innovation process; Regional science; Geography; Computer science; Marketing; Work in process","score_opus":0.025206834985832302,"score_gpt":0.23267762493879968,"score_spread":0.20747078995296736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529302987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99298275,0.00002917814,0.000087981,0.0052289204,0.00008932935,0.0011020865,0.000001251451,0.000026929674,0.00045160088],"genre_scores_gemma":[0.9568335,0.000012168868,0.0020538152,0.000088734094,0.000028314878,0.00015608495,0.00037494572,0.000018512701,0.04043395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99928,0.000008185877,0.00024855512,0.00019843312,0.000062397885,0.00020245803],"domain_scores_gemma":[0.99895346,0.000097450305,0.00042125216,0.00012928198,0.00039684505,0.0000016863468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095660135,0.00013109646,0.0002477251,0.00056784955,0.0006314065,0.000029387218,0.00036376476,0.00026330326,0.000001531926],"category_scores_gemma":[0.00015333977,0.0001078654,0.000025503485,0.00066649506,0.00024846417,0.00015043425,0.00008821193,0.00024315229,5.982463e-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":[0.00033332445,0.000029096302,0.023393396,0.00043461783,0.000054611304,2.0258518e-7,0.0786057,0.000008574035,0.000024310839,0.88639474,0.00005812439,0.010663314],"study_design_scores_gemma":[0.003128036,0.00001637574,0.13146679,0.00030656732,0.000059864546,1.84553e-7,0.63966876,0.00022964393,0.00016755283,0.20838451,0.016186563,0.00038516778],"about_ca_topic_score_codex":0.03380616,"about_ca_topic_score_gemma":0.7882265,"teacher_disagreement_score":0.75442034,"about_ca_system_score_codex":0.00011858341,"about_ca_system_score_gemma":0.00013022251,"threshold_uncertainty_score":0.9726278},"labels":[],"label_agreement":null},{"id":"W2529372398","doi":"","title":"Personal Characteristics and Risk Factors Associated with Economic Trade-offs and Financial Management Difficulties in Older Adult Home Care Populations","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Health and Wellbeing Research","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":"University of Waterloo","keywords":"Business; Financial risk; Risk management; Finance; Medicine","score_opus":0.018643930429052342,"score_gpt":0.27548404271732724,"score_spread":0.2568401122882749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529372398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980294,0.00006145034,7.7927245e-7,0.0002286548,0.00018074727,0.0009195833,0.00049093075,0.000024667748,0.000063747626],"genre_scores_gemma":[0.9560795,0.0007047947,0.000050277325,0.000011844674,0.000029571256,0.0000052071196,0.0020763872,0.000023231914,0.041019175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986817,0.00020934666,0.00019677942,0.00032741757,0.00015840268,0.00042630095],"domain_scores_gemma":[0.999199,0.0001107872,0.00030233368,0.00011178523,0.00010088098,0.00017524586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012243495,0.0002131321,0.00043407746,0.0003182555,0.0007408362,0.000013405626,0.00010509829,0.00040515183,0.00011771114],"category_scores_gemma":[0.000029612105,0.00020692847,0.000040143077,0.00008506274,0.00008149978,0.00013237113,0.000048861064,0.00066335866,0.000010160121],"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":[0.00010656431,0.000030080064,0.6637179,0.0011868327,0.000037500533,0.0000077833265,0.33295393,0.0000014871542,0.0000029611915,0.00006148012,0.0004122743,0.0014811913],"study_design_scores_gemma":[0.0009524917,0.000062231935,0.70041525,0.0005427412,0.000064391046,6.2440186e-8,0.29767385,0.00009942292,6.8304456e-7,0.000009038906,0.00003144124,0.00014839804],"about_ca_topic_score_codex":0.085229784,"about_ca_topic_score_gemma":0.2934436,"teacher_disagreement_score":0.20821379,"about_ca_system_score_codex":0.00030808864,"about_ca_system_score_gemma":0.00018743608,"threshold_uncertainty_score":0.9208618},"labels":[],"label_agreement":null},{"id":"W2529381645","doi":"","title":"Addressing the Uncertainty Due to Random Measurement Errors in Quantitative Analysis of Microorganism and Discrete Particle Enumeration Data","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cell Image Analysis Techniques","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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Canadian Water Network","keywords":"Enumeration; Statistics; Measurement uncertainty; Mathematics; Statistical physics; Computer science; Physics; Discrete mathematics","score_opus":0.03531428259188695,"score_gpt":0.28368393802408326,"score_spread":0.2483696554321963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529381645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986953,0.00019668882,0.00056391617,0.00026167455,0.0000115316425,0.0002120747,0.000037882986,0.0000055962337,0.000015300038],"genre_scores_gemma":[0.99475855,0.00008754106,0.00177694,0.000012306954,0.000006325082,6.901538e-7,0.0014343945,0.000011798666,0.0019114804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991028,0.00011867953,0.00014290598,0.00034180336,0.00018514652,0.00010867338],"domain_scores_gemma":[0.9989838,0.000015338663,0.00021308998,0.00053803367,0.00021509436,0.000034657063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005197898,0.00012282528,0.00033184155,0.00016820445,0.000067089626,0.000016039558,0.00033566603,0.00014064077,0.000011588497],"category_scores_gemma":[0.00008998614,0.000111889545,0.00008984704,0.00029383117,0.0000818694,0.00001413349,0.00013948703,0.00011122882,3.945437e-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":[0.00032263907,0.000028719765,0.0007012269,0.00003191538,0.00058199314,0.0000029052717,0.016240625,0.000117106334,0.981217,0.000005237441,0.00014914329,0.0006014459],"study_design_scores_gemma":[0.00095233426,0.00016470754,0.027716864,0.000110450055,0.0030214626,6.841967e-7,0.07617198,0.005413491,0.8858261,0.00002805906,0.0002634029,0.00033042417],"about_ca_topic_score_codex":0.0217719,"about_ca_topic_score_gemma":0.4870684,"teacher_disagreement_score":0.46529654,"about_ca_system_score_codex":0.000016557431,"about_ca_system_score_gemma":0.00004667143,"threshold_uncertainty_score":0.9847422},"labels":[],"label_agreement":null},{"id":"W2529389755","doi":"","title":"On Modeling Three-Phase Flow in Discretely Fractured Porous Rock","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","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":"Flow (mathematics); Geotechnical engineering; Geology; Phase (matter); Porosity; Porous medium; Petroleum engineering; Mechanics; Petrology; Physics","score_opus":0.007579790543421561,"score_gpt":0.19856988832534606,"score_spread":0.1909900977819245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529389755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99557537,0.00029489928,0.0025416797,0.00011504307,0.00023508233,0.00020461607,0.000028285018,0.0001460852,0.0008589604],"genre_scores_gemma":[0.94838053,0.00014474578,0.0005350669,0.0000062020363,0.000039435447,9.625011e-7,0.00070862356,0.0000560005,0.05012841],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988104,0.0000257892,0.0001805618,0.00033483576,0.0003072034,0.0003412124],"domain_scores_gemma":[0.9993188,0.000027858458,0.00008495833,0.00038635908,0.0000641791,0.00011789157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000068822934,0.00034062058,0.0005622159,0.0005381968,0.000096433156,0.00002700765,0.00037367857,0.0004639273,0.0003893393],"category_scores_gemma":[0.00001180033,0.0003562972,0.00022826005,0.00021232179,0.000012695015,0.00019476068,0.000025343526,0.0005766386,0.00014019117],"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":[0.00009134748,0.00005831782,0.000008120775,0.00023823704,0.00017814075,0.00006323998,0.021036653,0.9750453,0.00036994187,0.0000027673718,0.00058860454,0.002319325],"study_design_scores_gemma":[0.0008654992,0.0000688212,0.00015213808,0.0003105322,0.00013433197,6.570064e-7,0.0113307815,0.98598,0.000500833,0.00018822667,0.00006513345,0.00040307036],"about_ca_topic_score_codex":0.03161864,"about_ca_topic_score_gemma":0.07631097,"teacher_disagreement_score":0.04926945,"about_ca_system_score_codex":0.0001297875,"about_ca_system_score_gemma":0.000026650341,"threshold_uncertainty_score":0.9998889},"labels":[],"label_agreement":null},{"id":"W2529390702","doi":"","title":"The student and school neighbourhood characteristics associated with smoking susceptibility, experimental and established smoking among secondary school students (grades 9 to 12) in Canada","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smoking Behavior and Cessation","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":"Neighbourhood (mathematics); Mathematics education; Environmental health; Psychology; Geography; Medicine; Demography; Pedagogy; Sociology; Mathematics","score_opus":0.008267588594640317,"score_gpt":0.2304126341374538,"score_spread":0.22214504554281347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529390702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99873424,0.00007027105,2.4563943e-7,0.00011909932,0.0002001731,0.0007278214,0.000027751012,0.00002194118,0.00009846018],"genre_scores_gemma":[0.98374444,0.00004559006,0.000011882787,0.000030557298,0.000022768218,0.0000052097043,0.00032319178,0.00003251476,0.015783846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808013,0.000090859896,0.00023303057,0.00045695272,0.0008002779,0.00033874463],"domain_scores_gemma":[0.99886435,0.000070439695,0.00030803593,0.0002731086,0.00018120764,0.00030287795],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027469918,0.00029873956,0.00051458157,0.00021129429,0.0003200289,0.0001665195,0.00024726172,0.00020123935,0.00022922226],"category_scores_gemma":[0.00006740811,0.00026799255,0.000041926658,0.00017273508,0.00008713674,0.00028295914,0.0001410891,0.00058420387,4.7004872e-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":[0.00021057289,0.00012316283,0.97764474,0.00008321695,0.00018137347,0.00006887396,0.019866183,8.1763824e-7,0.00093606045,0.0000017130661,0.0001152927,0.000768011],"study_design_scores_gemma":[0.0016096015,0.00019751389,0.7657504,0.0006526242,0.00023486582,0.0000025531538,0.23101053,0.000006933885,0.00032009368,0.0000012449419,0.0000051996926,0.00020843798],"about_ca_topic_score_codex":0.84034145,"about_ca_topic_score_gemma":0.9558568,"teacher_disagreement_score":0.21189432,"about_ca_system_score_codex":0.0012104604,"about_ca_system_score_gemma":0.000570469,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W2529404509","doi":"","title":"Assessment of toxic cyanobacterial abundance at Hamilton Harbour from analysis of sediment and water","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","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":"Harbour; Sediment; Abundance (ecology); Environmental science; Oceanography; Fishery; Geography; Ecology; Biology; Geology","score_opus":0.004524314180517767,"score_gpt":0.190147385903204,"score_spread":0.18562307172268624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529404509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99862945,0.000011503733,0.000052483872,0.000028167073,0.0001921213,0.00018058154,0.00029225013,0.000007175946,0.0006062884],"genre_scores_gemma":[0.96109194,0.000052757045,0.00081578636,0.0000040610953,0.000013165427,3.8240336e-7,0.0012906835,0.0000117756335,0.03671947],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99876165,0.00007506089,0.00025117546,0.0003612374,0.0003723087,0.00017853541],"domain_scores_gemma":[0.9990156,0.00003622093,0.00050162483,0.00034478592,0.000026012662,0.000075711294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018848432,0.00019999758,0.00073556957,0.00013583609,0.000083277,0.0000073612505,0.00025503777,0.00019949513,0.002254324],"category_scores_gemma":[0.0000018279552,0.0001864232,0.00018505775,0.00013573692,0.00011768057,0.00009602313,0.00012693026,0.00008868243,0.000015395992],"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":[0.00040716425,0.00027002874,0.3421884,0.0007106359,0.002599341,0.000012256506,0.09507612,0.0034475198,0.5542445,0.00013397328,0.00024607874,0.000663955],"study_design_scores_gemma":[0.00093553565,0.00024266909,0.94357437,0.00020337124,0.0023123026,3.6552498e-7,0.0089415135,0.01829213,0.02435663,0.000060867624,0.0006425424,0.00043767795],"about_ca_topic_score_codex":0.077695005,"about_ca_topic_score_gemma":0.20723774,"teacher_disagreement_score":0.601386,"about_ca_system_score_codex":0.0001624261,"about_ca_system_score_gemma":0.000012510445,"threshold_uncertainty_score":0.99865776},"labels":[],"label_agreement":null},{"id":"W2529428958","doi":"","title":"Quantification of Oxygen Dynamics in the Grand River Using a Stable Isotope Approach","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fish Ecology and Management Studies","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":"University of Waterloo; Ontario Centres of Excellence","keywords":"Dynamics (music); Isotopes of oxygen; Stable isotope ratio; Environmental science; Computer science; Environmental chemistry; Chemistry; Physics; Nuclear physics; Nuclear chemistry","score_opus":0.012578263837752929,"score_gpt":0.19720104952310955,"score_spread":0.18462278568535662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529428958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321604,0.000008219197,0.00008826003,0.00019493484,0.000077394005,0.0003490001,0.000013608223,0.0000060701313,0.0060464465],"genre_scores_gemma":[0.87832135,0.00009280678,0.002902433,0.00001983811,0.000005997626,0.0000012854525,0.00034849977,0.0000112503985,0.11829652],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99933505,0.00005570371,0.00009014782,0.00021627227,0.0001640183,0.00013882451],"domain_scores_gemma":[0.999535,0.000019676478,0.00020221772,0.0002151571,0.000015149409,0.000012789327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025101044,0.000107827174,0.0001993419,0.00008797506,0.00017395735,0.0000050094745,0.00036303193,0.00016484274,0.0001694038],"category_scores_gemma":[0.0000068244112,0.00010069226,0.00005295159,0.000190716,0.00024095834,0.00015781613,0.00008893686,0.0001799843,0.000014066092],"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":[0.0006893114,0.0013566127,0.29267195,0.0012295198,0.00036631068,0.000028949347,0.6700712,0.0066995583,0.007861366,0.0030446223,0.014057152,0.0019234291],"study_design_scores_gemma":[0.0006041138,0.00005993655,0.7052877,0.00003987941,0.00022685275,6.7174307e-7,0.2819988,0.010408569,0.000161536,0.0004422944,0.0005041289,0.00026551101],"about_ca_topic_score_codex":0.042763554,"about_ca_topic_score_gemma":0.50530154,"teacher_disagreement_score":0.462538,"about_ca_system_score_codex":0.00008061021,"about_ca_system_score_gemma":0.000007655843,"threshold_uncertainty_score":0.96361077},"labels":[],"label_agreement":null},{"id":"W2529457683","doi":"","title":"Paleoglaciological dynamics in northern Manitoba and the subglacial bed mosaic","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mosaic; Geology; Dynamics (music); Geography; Archaeology; Sociology","score_opus":0.009514277635567094,"score_gpt":0.18896354119217235,"score_spread":0.17944926355660526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529457683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968525,0.0003697378,3.2824386e-7,0.00093343214,0.00015820721,0.0003069497,0.000028860533,0.0000130559865,0.0013369329],"genre_scores_gemma":[0.97269005,0.00031212033,0.000055691944,0.000015826869,0.00001711982,2.653277e-7,0.0014407354,0.0000026198031,0.025465587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988449,0.00031143072,0.00011096918,0.00027772711,0.00014926764,0.00030568245],"domain_scores_gemma":[0.9993582,0.00024131114,0.00011393836,0.00015983399,0.00006221009,0.00006453429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031247665,0.00016135848,0.00038534435,0.00014902621,0.00022482996,0.000014146137,0.00036646097,0.00045933187,0.0005932202],"category_scores_gemma":[0.000028581728,0.00012098527,0.00007529819,0.00012389511,0.0006786486,0.00009093596,0.000023026212,0.00051294477,0.00022681322],"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":[0.0005822011,0.0000104481505,0.9885019,0.000054193682,0.000032385764,0.00005408551,0.009533926,0.000016728622,0.0000010980117,0.00015676238,0.000031984826,0.0010242607],"study_design_scores_gemma":[0.00096424314,0.00007542755,0.90297127,0.00002187076,0.00003545265,0.000010619144,0.09258505,0.00226342,0.0000022983327,0.0009148457,0.000016680706,0.00013880384],"about_ca_topic_score_codex":0.09875954,"about_ca_topic_score_gemma":0.9897244,"teacher_disagreement_score":0.8909648,"about_ca_system_score_codex":0.0000044057383,"about_ca_system_score_gemma":0.00004613702,"threshold_uncertainty_score":0.9072419},"labels":[],"label_agreement":null},{"id":"W2529532148","doi":"","title":"Constraining sources of atmospheric trace constituents with Lagrangian particle dispersion modeling","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Atmospheric chemistry and aerosols","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":"Compute Canada","keywords":"Atmospheric dispersion modeling; TRACE (psycholinguistics); Lagrangian; Dispersion (optics); Particle (ecology); Environmental science; Statistical physics; Atmospheric sciences; Physics; Chemistry; Geology; Theoretical physics; Air pollution; Quantum mechanics; Linguistics; Philosophy; Oceanography","score_opus":0.009342733761154073,"score_gpt":0.17304395663974723,"score_spread":0.16370122287859315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529532148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99806494,0.00030336095,0.000057762547,0.000046380537,0.000062988576,0.00014514953,0.000039798484,0.000025648367,0.0012539634],"genre_scores_gemma":[0.9562239,0.00006537317,0.0032437437,0.000003333359,0.00001361092,5.8128837e-8,0.00022561582,0.0000050901554,0.040219296],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9991087,0.000024501627,0.0001287284,0.0002590399,0.00024783623,0.00023120498],"domain_scores_gemma":[0.9993716,0.000033003114,0.00023900486,0.00015172535,0.000088875844,0.000115821094],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006363311,0.00018462869,0.000332987,0.0000045946886,0.00016750024,0.000017230906,0.00022999129,0.00015703536,0.00198663],"category_scores_gemma":[0.0000052277856,0.00017062055,0.00009282752,0.00015366838,0.00020912173,0.00023284796,0.0000077216255,0.00014814637,0.00003214323],"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":[0.0021526988,0.00027870538,0.43776485,0.00244678,0.00088708755,0.00023044854,0.28785628,0.1959977,0.025991512,0.00008396172,0.00029828204,0.0460117],"study_design_scores_gemma":[0.0018119316,0.00037754196,0.019351808,0.0011245299,0.00043017682,0.000018451787,0.79678154,0.1689295,0.010208759,0.00003126259,0.00009891256,0.00083556847],"about_ca_topic_score_codex":0.049412996,"about_ca_topic_score_gemma":0.019582763,"teacher_disagreement_score":0.50892526,"about_ca_system_score_codex":0.000005056539,"about_ca_system_score_gemma":0.000077957586,"threshold_uncertainty_score":0.9989257},"labels":[],"label_agreement":null},{"id":"W2529581178","doi":"","title":"Laser Microwelding of Fine Wires using Femtosecond Pulses","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Laser Material 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Femtosecond; Laser; Optics; Materials science; Optoelectronics; Physics","score_opus":0.008836275235994152,"score_gpt":0.1948079092343474,"score_spread":0.18597163399835326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529581178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984866,0.00011373361,0.00015677903,0.00001423131,0.00032097063,0.000114905466,0.000048418697,0.00023698108,0.0005074135],"genre_scores_gemma":[0.9587154,0.000057348447,0.011751824,0.000002657629,0.000054060172,2.3636517e-7,0.00026777532,0.000076236756,0.029074453],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992435,0.000022997066,0.00016827897,0.00020674901,0.00014991943,0.00020856175],"domain_scores_gemma":[0.99937433,0.00001954083,0.00019355281,0.00025004998,0.000115396586,0.000047154168],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009257197,0.00024301853,0.00047686457,0.00028338857,0.00007200162,0.000020818823,0.00034055393,0.00029336492,0.00022173466],"category_scores_gemma":[0.0000082042,0.0002976206,0.00010954872,0.0001243379,0.000063508014,0.0002141638,0.000046678902,0.00015247849,0.000007812061],"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":[0.00010315901,0.000037109276,0.00015983825,0.004849959,0.00020000228,0.00001948786,0.018634409,0.0013124128,0.9673886,0.000029215576,0.0022706806,0.004995185],"study_design_scores_gemma":[0.00032946,0.000054235967,0.00038532887,0.0010303648,0.00019476948,0.0000023374885,0.0057258634,0.0028941534,0.9884558,0.00018125014,0.00032598435,0.00042047008],"about_ca_topic_score_codex":0.0068156,"about_ca_topic_score_gemma":0.009076583,"teacher_disagreement_score":0.03977116,"about_ca_system_score_codex":0.000058683323,"about_ca_system_score_gemma":0.0000310162,"threshold_uncertainty_score":0.9999476},"labels":[],"label_agreement":null},{"id":"W2529661277","doi":"","title":"In Perpetuity: Governance and Capacity Building of Local Land Trusts in Ontario","year":2008,"lang":"en","type":"book","venue":"UWSpace (University of Waterloo)","topic":"Land Rights and Reforms","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":"Perpetuity; Corporate governance; Business; Environmental planning; Geography; Finance","score_opus":0.01197300430095991,"score_gpt":0.1544344276029478,"score_spread":0.14246142330198788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529661277","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":[0.99730575,0.00006338948,2.3328823e-7,0.0004908081,0.000049610786,0.00010738661,0.000042763448,0.0000051084253,0.001934966],"genre_scores_gemma":[0.19760938,0.00059013115,0.00006098465,0.000009462087,0.000024741516,6.041891e-8,0.000017683136,8.7263527e-7,0.8016867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992989,0.000018540566,0.00010979498,0.0002330808,0.00016124922,0.00017845415],"domain_scores_gemma":[0.9997086,0.000025322452,0.00014166675,0.000045868303,0.000025474625,0.00005306369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007876782,0.00014081811,0.00039305352,0.000026673013,0.00006783965,0.000004485369,0.00018413283,0.00026190522,0.00014214584],"category_scores_gemma":[0.0000010975632,0.000042315194,0.00007538393,0.00006545821,0.00027158656,0.00013621147,0.000099944904,0.00026428176,0.000002035],"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":[0.0015492102,0.001307801,0.6473146,0.0011486077,0.00036661478,0.0024192268,0.21346974,0.00020347034,0.012868072,0.00870387,0.009304412,0.10134434],"study_design_scores_gemma":[0.0011551707,0.00038553754,0.8796221,0.00064797,0.000030415351,0.00003546776,0.0029438327,0.000046773977,0.00027691145,0.0018595956,0.112470455,0.0005257754],"about_ca_topic_score_codex":0.8101043,"about_ca_topic_score_gemma":0.98232853,"teacher_disagreement_score":0.7997517,"about_ca_system_score_codex":0.00019302995,"about_ca_system_score_gemma":0.00004668496,"threshold_uncertainty_score":0.20200528},"labels":[],"label_agreement":null},{"id":"W2529674802","doi":"","title":"An examination of accessibility planning for persons with disabilities in mid-size Canadian municipalities","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disability Rights and Representation","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":"Environmental planning; Geography; Psychology; Political science","score_opus":0.03357317515085362,"score_gpt":0.3151430485715295,"score_spread":0.2815698734206759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529674802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937161,0.00002497838,0.0000030612794,0.00026586917,0.00011440437,0.00062338164,0.00011644526,0.000018425715,0.00511729],"genre_scores_gemma":[0.87963873,0.000009000256,0.00043768634,0.000002655362,0.000025687601,0.0000016512734,0.00035417482,0.000010348435,0.11952006],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99865085,0.00021033306,0.00016862356,0.0003202112,0.00033735242,0.0003126193],"domain_scores_gemma":[0.9987849,0.00033791008,0.00021186167,0.00024261574,0.00028120747,0.00014151659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089294004,0.000144013,0.00032444185,0.00029607408,0.00039655317,0.000032875647,0.00035729274,0.00028430187,0.00016932205],"category_scores_gemma":[0.00011986823,0.00014234794,0.00008884393,0.00024810585,0.00076694676,0.0005922893,0.000008858587,0.00012201101,4.937122e-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":[0.00022069325,0.000103319304,0.027794844,0.00037404348,0.000026595202,0.0000019590632,0.96774775,0.00006791609,0.00007906402,0.0022154776,0.0000178893,0.0013504518],"study_design_scores_gemma":[0.00031728565,0.000101757025,0.18720782,0.00014572238,0.000046102807,5.720027e-8,0.8111496,0.000042580956,0.00018708537,0.00055751065,0.000097663615,0.00014681496],"about_ca_topic_score_codex":0.96906,"about_ca_topic_score_gemma":0.99832743,"teacher_disagreement_score":0.15941298,"about_ca_system_score_codex":0.0003413142,"about_ca_system_score_gemma":0.00051382196,"threshold_uncertainty_score":0.5804781},"labels":[],"label_agreement":null},{"id":"W2529704201","doi":"","title":"Effect of aging on measures of visual attention using dual tasks and visual search","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Visual perception and processing mechanisms","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":"Visual search; Dual (grammatical number); Cognitive psychology; Visual attention; Psychology; Computer science; Artificial intelligence; Information retrieval; Art; Neuroscience; Cognition","score_opus":0.03651625860086458,"score_gpt":0.30929816655957987,"score_spread":0.27278190795871526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529704201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99931854,0.000012598947,0.000048043177,0.000029612387,0.00025455432,0.00021845398,0.000020103931,0.00002669175,0.00007138008],"genre_scores_gemma":[0.98962545,0.00003289027,0.00011030788,0.000006442441,0.000025584335,1.429626e-7,0.00004576635,0.000023423689,0.010129968],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99832827,0.00031145517,0.00015692083,0.00040145876,0.00059727137,0.00020465297],"domain_scores_gemma":[0.999224,0.00010946961,0.00032285703,0.00011906365,0.00014553497,0.00007906095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004813683,0.00021815604,0.00043500826,0.0004810471,0.00022159444,0.000022070808,0.00015599538,0.00030725135,0.00008677325],"category_scores_gemma":[0.00006664509,0.00022962327,0.00013085129,0.00022850175,0.00019195916,0.00019042281,0.000057682348,0.0003798321,0.0000070802917],"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":[0.0005327293,0.000090935355,0.00016503586,0.0009467398,0.000013934662,0.000008145352,0.014252789,0.000016277887,0.9727725,0.000030736468,0.0000047918866,0.011165386],"study_design_scores_gemma":[0.0008227491,0.0016029995,0.0024440226,0.0005889186,0.0001324262,0.000005926877,0.01366019,0.0022973153,0.97820604,0.000017179453,0.0000039475667,0.00021830261],"about_ca_topic_score_codex":0.0028804336,"about_ca_topic_score_gemma":0.0009798146,"teacher_disagreement_score":0.010947084,"about_ca_system_score_codex":0.00002785999,"about_ca_system_score_gemma":0.00006127943,"threshold_uncertainty_score":0.9363765},"labels":[],"label_agreement":null},{"id":"W2529733365","doi":"","title":"A Comprehensive Evaluation of Hot Mix Asphalt versus Chemically Modified Warm Mix Asphalt","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Asphalt; Asphalt pavement; Engineering; Materials science; Composite material","score_opus":0.04171918892097674,"score_gpt":0.24824179337896973,"score_spread":0.206522604457993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529733365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99300015,0.000587384,0.00007422921,0.000020801404,0.0012667406,0.0009644907,0.00006290877,0.00015506014,0.0038682641],"genre_scores_gemma":[0.9776954,0.00045481825,0.0015834789,0.0000049235778,0.00008155956,0.000007885045,0.0024042155,0.000092421484,0.017675268],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99738485,0.00010784111,0.00041148067,0.00044808222,0.0012327562,0.0004149973],"domain_scores_gemma":[0.99750894,0.000064481384,0.00050496793,0.00053517777,0.0012539418,0.00013246096],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000440194,0.0004651979,0.0006961511,0.00044009593,0.0001133772,0.000011865619,0.00053144764,0.0005487636,0.0008766224],"category_scores_gemma":[0.000029870653,0.0006010468,0.0002517441,0.00033011174,0.000099838755,0.0004602712,0.000058200007,0.00038725953,0.000106892694],"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":[0.009041387,0.0010301542,0.00041511407,0.010969014,0.004867764,0.000033951907,0.34030646,0.119274855,0.43319565,0.00040854167,0.0078114364,0.072645664],"study_design_scores_gemma":[0.02361999,0.0015549778,0.019361818,0.0018907493,0.0066938573,0.000003820124,0.12920617,0.41037625,0.4027324,0.00050098053,0.0009912157,0.003067779],"about_ca_topic_score_codex":0.0037301627,"about_ca_topic_score_gemma":0.004462268,"teacher_disagreement_score":0.2911014,"about_ca_system_score_codex":0.00035518548,"about_ca_system_score_gemma":0.00020267148,"threshold_uncertainty_score":0.9996441},"labels":[],"label_agreement":null},{"id":"W2529852836","doi":"","title":"Negative Material Inspired Microwave Water Heating System","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Energy Harvesting in Wireless Networks","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 Waterloo","keywords":"Microwave; Microwave heating; Materials science; Environmental science; Engineering; Telecommunications","score_opus":0.005317581366036518,"score_gpt":0.16315829184083408,"score_spread":0.15784071047479756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529852836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935082,0.000031665273,0.00012963683,0.000018801058,0.0017528089,0.00020139474,0.00003268776,0.00057691743,0.0037478858],"genre_scores_gemma":[0.9230337,0.000022290267,0.0030664764,0.000003650636,0.00026681888,0.0000014356795,0.0011708532,0.00012596512,0.072308786],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998619,0.00008314477,0.00023598594,0.00035963097,0.0002371848,0.00046504338],"domain_scores_gemma":[0.9992056,0.00004408395,0.0001491316,0.00035696535,0.00013767596,0.000106583255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014325022,0.00041021284,0.0006423333,0.0002283513,0.00018392074,0.00004567946,0.00040886144,0.0005546751,0.00008087583],"category_scores_gemma":[0.0000068317395,0.00044042166,0.00016069053,0.000110960704,0.00006549896,0.00017567312,0.0000619918,0.00034204108,0.00008760884],"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":[0.0006338442,0.00007496466,0.00026003044,0.013589668,0.0014570234,0.00029846435,0.28393367,0.22732762,0.4591331,0.00089611305,0.0047596702,0.0076358384],"study_design_scores_gemma":[0.002161765,0.00022905967,0.0012745742,0.0058965264,0.00063831644,0.000022077289,0.13276833,0.058900375,0.7945,0.000101923004,0.0010833738,0.0024236776],"about_ca_topic_score_codex":0.012487765,"about_ca_topic_score_gemma":0.018246368,"teacher_disagreement_score":0.3353669,"about_ca_system_score_codex":0.00021375097,"about_ca_system_score_gemma":0.00002054713,"threshold_uncertainty_score":0.99980474},"labels":[],"label_agreement":null},{"id":"W2529861765","doi":"","title":"Chronic bioaccumulation and toxicity of cadmium from a periphyton diet to Hyalella azteca","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Toxicology and Ecotoxicology","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; University of Waterloo","keywords":"Hyalella azteca; Bioaccumulation; Periphyton; Cadmium; Toxicity; Environmental chemistry; Biology; Ecology; Chemistry; Amphipoda; Crustacean; Algae","score_opus":0.006722279850645417,"score_gpt":0.19897335823880632,"score_spread":0.1922510783881609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529861765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977547,0.000053930456,0.000006542038,0.00030478343,0.00023526761,0.0003387098,0.00008943289,0.000017050837,0.0011996044],"genre_scores_gemma":[0.92590487,0.00008931361,0.0011828161,0.000029776958,0.000035241825,0.0000011546513,0.00025062714,0.000018011368,0.07248821],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989003,0.000053550026,0.00014983678,0.0004702233,0.00018425514,0.00024184855],"domain_scores_gemma":[0.9992866,0.00003907024,0.0002484147,0.00028399678,0.000007564856,0.00013438702],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010114016,0.00021715273,0.00038410237,0.000103387196,0.00018020991,0.000006206938,0.00028175034,0.0005969399,0.004621705],"category_scores_gemma":[0.000010772481,0.00025903044,0.00008860484,0.00013186307,0.00033433017,0.00015074867,0.00020837021,0.00028912514,0.0001274004],"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":[0.0004487009,0.000091538495,0.017940614,0.000070963266,0.000051677336,0.000011339831,0.022273827,0.00021590445,0.9559328,0.000007509315,0.00056749344,0.0023876557],"study_design_scores_gemma":[0.0011095714,0.0018403975,0.53808475,0.00010365609,0.000234574,0.0000026726325,0.016653737,0.00042030026,0.43721366,0.00028587983,0.0033553897,0.00069541077],"about_ca_topic_score_codex":0.01755211,"about_ca_topic_score_gemma":0.2791861,"teacher_disagreement_score":0.52014416,"about_ca_system_score_codex":0.0001713991,"about_ca_system_score_gemma":0.000017018529,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W2529882712","doi":"","title":"Practical Reasoning and Rationality","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Bishop's University","keywords":"Rationality; Computer science; Cognitive science; Epistemology; Psychology; Philosophy","score_opus":0.032186079616125095,"score_gpt":0.24752905091051342,"score_spread":0.2153429712943883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529882712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80391306,0.00018556531,0.000003807328,0.017662972,0.0003270026,0.00018659112,0.00008461249,0.00008006592,0.17755632],"genre_scores_gemma":[0.50254864,0.00023010568,0.00052429835,0.00012333837,0.0002278814,1.388851e-7,0.0004972696,0.000015679787,0.49583268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99937195,0.000059226102,0.000076589036,0.00019744744,0.00018294952,0.00011187029],"domain_scores_gemma":[0.9994792,0.00007455719,0.00014075889,0.000117824115,0.00012150869,0.000066151355],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001530482,0.00012066322,0.00021444193,0.00007790603,0.00031511713,0.000053825726,0.00009208949,0.00016650214,0.0010336456],"category_scores_gemma":[0.000034620218,0.00012930177,0.00007272528,0.000017537657,0.0002237968,0.00024686276,0.000024149513,0.0003291909,0.000024297915],"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":[0.0001074792,0.000040006536,0.0000056138024,0.00008086164,0.000038072652,0.000016076814,0.10257619,2.3913674e-7,0.000021341264,0.89581764,0.00060352695,0.00069296046],"study_design_scores_gemma":[0.0006091811,0.00020341614,0.0016084561,0.00035951813,0.00027173702,0.000003875159,0.21503042,0.000111254914,0.00008842485,0.7339032,0.047316704,0.0004937939],"about_ca_topic_score_codex":0.005576831,"about_ca_topic_score_gemma":0.032370906,"teacher_disagreement_score":0.31827635,"about_ca_system_score_codex":0.000012427443,"about_ca_system_score_gemma":0.00007287821,"threshold_uncertainty_score":0.99987954},"labels":[],"label_agreement":null},{"id":"W2529983932","doi":"","title":"Applications of the Wormlike Chain Model in Polymer Physics: Self-consistent Field Theory","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Physical and Chemical Molecular Interactions","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":"Polymer physics; Chain (unit); Field theory (psychology); Field (mathematics); Statistical physics; Physics; Polymer; Theoretical physics; Quantum mechanics; Mathematics; Mathematical physics; Nuclear magnetic resonance","score_opus":0.004324903076784455,"score_gpt":0.1923150284112811,"score_spread":0.18799012533449663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529983932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916643,0.00013797538,0.0003224404,0.00027960353,0.000043003747,0.00019224519,0.000057118905,0.00003410673,0.0072692297],"genre_scores_gemma":[0.6451163,0.000033892342,0.00046030543,0.000035315585,0.000031805757,0.000008881944,0.00015438667,0.000021797028,0.3541373],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992977,0.000016281538,0.0001320622,0.00023688997,0.00016485674,0.00015224643],"domain_scores_gemma":[0.9991394,0.00007108542,0.00023935881,0.00041134737,0.00009392752,0.000044834163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000014010905,0.00016641745,0.00025902124,0.00003840974,0.00007338084,0.0000045439533,0.0003918772,0.00019650446,0.00029788184],"category_scores_gemma":[0.000006089992,0.00015357103,0.00026353664,0.0001369556,0.0000639396,0.00007627224,0.000074687814,0.00036417847,0.000014094342],"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":[0.00025600853,0.0011579419,0.00014435052,0.0013214326,0.00043034053,0.0000030187364,0.048846282,0.0005156806,0.90442896,0.019177372,0.00092569314,0.0227929],"study_design_scores_gemma":[0.00039988704,0.000012900542,0.000035225006,0.00034628605,0.00019918261,5.325752e-7,0.039906513,0.0021725253,0.94194597,0.01438548,0.00028678344,0.0003087433],"about_ca_topic_score_codex":0.0023309325,"about_ca_topic_score_gemma":0.0011137378,"teacher_disagreement_score":0.34686807,"about_ca_system_score_codex":0.000050184128,"about_ca_system_score_gemma":0.000046783924,"threshold_uncertainty_score":0.6262445},"labels":[],"label_agreement":null},{"id":"W2530021072","doi":"","title":"Supporting Local Climate Change Adaptation with the Participatory Geoweb: Findings from Coastal Nova Scotia","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geographic Information Systems 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":"Nova scotia; Climate change adaptation; Nova (rocket); Adaptation (eye); Citizen journalism; Climate change; Geography; Environmental resource management; Environmental planning; Oceanography; Environmental science; Computer science; Engineering; Geology; World Wide Web; Archaeology; Psychology; Aeronautics","score_opus":0.04516447816844205,"score_gpt":0.27338688755378615,"score_spread":0.2282224093853441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530021072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559045,0.00006721454,0.0000281568,0.0010578744,0.000401969,0.0005146678,0.00013596764,0.00006668478,0.0021370174],"genre_scores_gemma":[0.9826672,0.000040395335,0.000117485055,0.000026623693,0.00008257398,0.0000017653853,0.00051459245,0.000014721554,0.016534628],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982272,0.00012866201,0.00018701132,0.00022610811,0.00077734055,0.000453692],"domain_scores_gemma":[0.9984469,0.000066521025,0.0005910556,0.00017998056,0.0006093023,0.00010626476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008948013,0.00019513031,0.00033393636,0.00017676718,0.0008090141,0.000051721527,0.00033276904,0.00021938399,0.0001600643],"category_scores_gemma":[0.000023712464,0.00017120017,0.000099796365,0.00032568726,0.00045798533,0.00060722936,0.00006514408,0.0002069109,0.00013322275],"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":[0.000120136036,0.000015152292,0.01027242,0.00007545284,0.000100292535,0.000008570407,0.9863565,0.000025930785,0.000010890572,0.00033037792,0.0014880883,0.0011962015],"study_design_scores_gemma":[0.00037234626,0.000060264392,0.027764665,0.00019238022,0.00016142626,2.9413025e-7,0.9695769,0.000120423,0.000017340333,0.00004774471,0.0014786894,0.0002075096],"about_ca_topic_score_codex":0.6083824,"about_ca_topic_score_gemma":0.95314217,"teacher_disagreement_score":0.3447598,"about_ca_system_score_codex":0.000086805834,"about_ca_system_score_gemma":0.00017549568,"threshold_uncertainty_score":0.698134},"labels":[],"label_agreement":null},{"id":"W2530113325","doi":"","title":"Spatio-Temporal Patterns in Net Anthropogenic Nitrogen and Phosphorus Inputs Across the Grand River Watershed","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":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; Phosphorus; Environmental science; Hydrology (agriculture); Nitrogen; Geography; Water resource management; Ecology; Geology; Biology; Computer science; Chemistry","score_opus":0.006038113412660751,"score_gpt":0.197861018243178,"score_spread":0.19182290483051725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530113325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986454,0.00006175139,0.0000076139645,0.00052151293,0.00019416488,0.00032346125,0.00015029967,0.000023557852,0.000072238916],"genre_scores_gemma":[0.9699893,0.00047907868,0.00005931913,0.000026399699,0.00001772694,0.0000010904884,0.0005331955,0.000024437182,0.028869424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985694,0.00007628497,0.00015780416,0.00046497743,0.0003131841,0.00041832705],"domain_scores_gemma":[0.9993591,0.000024502111,0.00019251803,0.00031014893,0.000018625526,0.00009515448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017113647,0.0002790064,0.00032818574,0.00006554653,0.00029500294,0.000028474495,0.00044015824,0.00024247417,0.00020239835],"category_scores_gemma":[0.000003400598,0.00020890846,0.00011199548,0.00014577377,0.00047932423,0.00028678888,0.00024427747,0.00019505653,0.000091874484],"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":[0.00029122163,0.00004688652,0.8974821,0.000038718,0.000034040313,0.000042341,0.0983411,0.000012022937,0.000090572,0.0000025615238,0.00022208452,0.0033963358],"study_design_scores_gemma":[0.0030182097,0.00018827395,0.9497413,0.00020731872,0.0001222351,0.000008672843,0.039007403,0.00023851558,0.002142495,0.002494593,0.0020800645,0.0007509152],"about_ca_topic_score_codex":0.109545864,"about_ca_topic_score_gemma":0.11052111,"teacher_disagreement_score":0.059333697,"about_ca_system_score_codex":0.0001320204,"about_ca_system_score_gemma":0.0000122464935,"threshold_uncertainty_score":0.90570956},"labels":[],"label_agreement":null},{"id":"W2530120559","doi":"","title":"Development, Assessment and Application of Benthic Algal Biomonitoring Protocols for Canadian Waters","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aquatic Invertebrate Ecology and Behavior","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":"Biomonitoring; Benthic zone; Environmental science; Environmental planning; Oceanography; Fishery; Ecology; Biology; Geology","score_opus":0.01308965113578985,"score_gpt":0.2510456894037502,"score_spread":0.23795603826796036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530120559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954575,0.0000011962467,0.00020043268,0.00008751771,0.00007683017,0.003877792,0.000014673392,0.000009191691,0.0002748781],"genre_scores_gemma":[0.92893803,0.000003445732,0.021065919,0.000011937895,0.000019140443,0.0002317771,0.00067987904,0.000024259241,0.04902562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992534,0.000024485125,0.00012623907,0.00025635178,0.00013667264,0.0002028876],"domain_scores_gemma":[0.99950516,0.000014831078,0.00021618755,0.00013653145,0.000027350015,0.00009995617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020406426,0.0001326723,0.00022268268,0.00009746701,0.00025859027,0.000006241663,0.00019965644,0.00023349258,0.00025884333],"category_scores_gemma":[0.0000028450922,0.0001473527,0.00004079013,0.00006430458,0.000110631256,0.00010106365,0.00003753263,0.00008965812,0.00003791872],"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":[0.00031107367,0.00035728273,0.6674579,0.0017559968,0.00025013284,0.000010138346,0.13161705,0.000092351445,0.103936106,0.0006060235,0.0022895557,0.091316395],"study_design_scores_gemma":[0.0014286157,0.00030774777,0.90739214,0.0002244611,0.00024167348,0.0000013676639,0.038280386,0.0015099851,0.042832706,0.00013752357,0.0069947867,0.0006485718],"about_ca_topic_score_codex":0.17544554,"about_ca_topic_score_gemma":0.6499822,"teacher_disagreement_score":0.4745367,"about_ca_system_score_codex":0.00023843654,"about_ca_system_score_gemma":0.00010975864,"threshold_uncertainty_score":0.8300452},"labels":[],"label_agreement":null},{"id":"W2530140542","doi":"","title":"Dynamic Storage Provisioning with SLO Guarantees","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Optimization and Search Problems","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Provisioning; Computer science; Computer network","score_opus":0.0056564532632080895,"score_gpt":0.20024668093763975,"score_spread":0.19459022767443165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530140542","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":[0.9546377,0.0000542285,0.04178104,0.0006904073,0.00035664486,0.0005113428,0.00001109185,0.00023974158,0.0017178218],"genre_scores_gemma":[0.107489884,0.00009839718,0.19365436,0.000021198608,0.000012984674,0.0000010773322,0.0003818252,0.000039716826,0.69830054],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872094,0.00005333359,0.0000970626,0.00045202984,0.00041445234,0.00026216285],"domain_scores_gemma":[0.99890804,0.000023188477,0.0002288199,0.00050417957,0.0002375907,0.00009820673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015488276,0.00020331179,0.0002750385,0.00031833767,0.00028520226,0.00008925369,0.0010572737,0.00023373138,0.00009045362],"category_scores_gemma":[0.0000072191197,0.00019860567,0.00008375559,0.0003174663,0.00008058294,0.0005854022,0.00011534362,0.0004343283,0.00003869352],"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":[0.00054728356,0.0005758891,0.0006056328,0.0014136181,0.000386209,0.0005262599,0.8775001,0.0071876487,0.044375192,0.014251306,0.0013664215,0.051264398],"study_design_scores_gemma":[0.0053559677,0.0022485808,0.018562872,0.002080866,0.00023700052,0.00004895212,0.26553416,0.6948604,0.0028629676,0.0011252369,0.004126694,0.0029563352],"about_ca_topic_score_codex":0.0045681037,"about_ca_topic_score_gemma":0.06490242,"teacher_disagreement_score":0.8471478,"about_ca_system_score_codex":0.00004658565,"about_ca_system_score_gemma":0.00015282491,"threshold_uncertainty_score":0.95216066},"labels":[],"label_agreement":null},{"id":"W2530203926","doi":"","title":"Instrumental Matrix: Regenerative Systems in Hamilton, Ontario","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Matrix (chemical analysis); Engineering; Chemistry","score_opus":0.009018671822406628,"score_gpt":0.20304386220312015,"score_spread":0.19402519038071353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530203926","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":[0.9946658,0.00024732095,0.0000048781376,0.00002269968,0.0015382204,0.00048314707,0.000019722898,0.00009210618,0.002926085],"genre_scores_gemma":[0.42592585,0.000057164223,0.00027816877,0.0000021349554,0.00007213108,0.000001343611,0.00056365586,0.00005027143,0.57304925],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99886304,0.000047618698,0.00021502016,0.00027096306,0.00019714075,0.00040622434],"domain_scores_gemma":[0.999444,0.000030003575,0.000129864,0.00021777413,0.00009688534,0.00008148631],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018107545,0.00027488917,0.0005271188,0.00066972774,0.000070374874,0.000017478533,0.00028657587,0.00074988377,0.00022900717],"category_scores_gemma":[0.000006032656,0.00037372316,0.00009494955,0.00027391347,0.000047227906,0.00019684821,0.000026407137,0.00058936543,0.000042408497],"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":[0.0011486321,0.00021395771,0.0062371134,0.0020556536,0.00089760614,0.0022199098,0.8209974,0.1467704,0.004427109,0.0012000232,0.010328517,0.0035036604],"study_design_scores_gemma":[0.0031587647,0.00026649018,0.012047483,0.000505433,0.00017159757,0.000018305987,0.9656543,0.00481744,0.0029455808,0.000040982242,0.009324632,0.001048983],"about_ca_topic_score_codex":0.6316929,"about_ca_topic_score_gemma":0.9473731,"teacher_disagreement_score":0.5701232,"about_ca_system_score_codex":0.0026529594,"about_ca_system_score_gemma":0.00024625164,"threshold_uncertainty_score":0.9998715},"labels":[],"label_agreement":null},{"id":"W2530339924","doi":"","title":"A characterization of the controls of the nitrogen and oxygen isotope ratios of biologically-produced nitrous oxide and nitrate in soils","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Isotope Analysis in Ecology","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":"Nitrous oxide; Environmental chemistry; Nitrogen; Nitrate; Soil water; Chemistry; Characterization (materials science); Oxygen; Denitrification; Environmental science; Soil science; Materials science; Organic chemistry; Nanotechnology","score_opus":0.007222245460575887,"score_gpt":0.1742808646010671,"score_spread":0.1670586191404912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530339924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990858,0.000019658592,0.0000019322074,0.00015510822,0.000032012915,0.00051231554,0.000030822575,0.0000029421353,0.000159424],"genre_scores_gemma":[0.99382734,0.000098359276,0.00011017838,0.000017888562,0.0000027686522,0.0000011996976,0.00003110831,0.0000065227623,0.0059046494],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99904287,0.00020485662,0.00022693445,0.00024725267,0.00014545696,0.00013260827],"domain_scores_gemma":[0.9989086,0.000033227614,0.0006924355,0.00029644658,0.00004684811,0.000022478715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023547502,0.00013499429,0.0004277727,0.00007544559,0.00006836237,0.0000029616463,0.00039815475,0.00018125455,0.000103513994],"category_scores_gemma":[0.00004399866,0.00009671306,0.00009331243,0.0002124834,0.00042146756,0.00010928999,0.00019353417,0.00011953528,0.0000018460181],"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":[0.00012500977,0.000051025287,0.25522783,0.00004811384,0.000052177078,7.050962e-7,0.010352607,0.000011936774,0.733857,0.00003162584,0.000004042015,0.00023795647],"study_design_scores_gemma":[0.00048750293,0.00008832083,0.826548,0.00005173608,0.00015122526,0.0000010807246,0.006451183,0.00008123155,0.16562892,0.00040005072,0.000006869454,0.00010388713],"about_ca_topic_score_codex":0.020168496,"about_ca_topic_score_gemma":0.06342369,"teacher_disagreement_score":0.5713201,"about_ca_system_score_codex":0.000027836799,"about_ca_system_score_gemma":0.000023262768,"threshold_uncertainty_score":0.98635626},"labels":[],"label_agreement":null},{"id":"W2530430733","doi":"","title":"Modeling and Control of a Magnetically Levitated Microrobotic System","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","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":"Physics","score_opus":0.004854776400459817,"score_gpt":0.1726913069928914,"score_spread":0.1678365305924316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530430733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935409,0.00021852873,0.005095391,0.00003910114,0.00008276454,0.00024435026,0.00011236535,0.000017909942,0.00064868876],"genre_scores_gemma":[0.93783104,0.0000072644993,0.001725963,0.0000011600933,0.000024260999,1.7298292e-7,0.00035380418,0.00001928682,0.06003706],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99923885,0.000038212635,0.00017839405,0.00023268982,0.00012208632,0.00018979056],"domain_scores_gemma":[0.9993593,0.000020680198,0.00020068593,0.00016885436,0.00019286067,0.000057605484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000063296546,0.00019549411,0.0005076053,0.00013466903,0.00007992142,0.000011167231,0.0001569794,0.00013547283,0.00005715481],"category_scores_gemma":[8.289198e-7,0.00022407113,0.0001405402,0.00008150512,0.0000535871,0.000058328656,0.000023450557,0.00013484566,0.0000072346425],"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":[0.002140694,0.0011452861,0.012956607,0.012846273,0.0026968725,0.00009410898,0.09990021,0.07990623,0.75542444,0.021839352,0.0016929184,0.009356979],"study_design_scores_gemma":[0.015361041,0.00094405113,0.0060108122,0.004957763,0.006130517,0.000008504979,0.5059999,0.43351105,0.023192015,0.00096304924,0.00012100775,0.0028002467],"about_ca_topic_score_codex":0.041053064,"about_ca_topic_score_gemma":0.0025344177,"teacher_disagreement_score":0.73223245,"about_ca_system_score_codex":0.000020366926,"about_ca_system_score_gemma":0.00006114082,"threshold_uncertainty_score":0.9653326},"labels":[],"label_agreement":null},{"id":"W2530537206","doi":"","title":"The Hydrochemical Fate and Transport of Treated Domestic Wastewater Contaminants During a Wastewater Polishing Experiment in a Sub-Arctic Ladder Fen Peatland","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Wastewater; Environmental science; Arctic; Contamination; Polishing; Waste management; Environmental chemistry; Environmental engineering; The arctic; Engineering; Ecology; Chemistry; Geology; Oceanography; Biology","score_opus":0.0046941492839300035,"score_gpt":0.18813736129588968,"score_spread":0.18344321201195968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530537206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99912655,0.00007677618,1.8988169e-7,0.0002021974,0.000056370962,0.0002760651,0.000023627847,0.000011282626,0.00022692338],"genre_scores_gemma":[0.9564143,0.00029254117,0.000017323024,0.0000022872375,0.000010827458,0.0000024083995,0.00012550235,0.000017997896,0.04311684],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986892,0.00006459512,0.00022011576,0.00039463656,0.00022096159,0.0004105316],"domain_scores_gemma":[0.9994241,0.000052108488,0.00018739195,0.00022032451,0.000015632686,0.000100412726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013795742,0.00025062935,0.000450901,0.00010628381,0.00017310343,0.0000123249865,0.0002764711,0.00022914115,0.00019709807],"category_scores_gemma":[0.000006254003,0.00017507824,0.00009135316,0.000089898094,0.0002484609,0.00017425673,0.000092509836,0.00015778435,0.0000122788215],"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":[0.0010965706,0.00010491365,0.2356334,0.00019787447,0.000100777055,0.00019359852,0.05954388,0.000009297104,0.7028043,0.0000020674938,0.000055123106,0.0002581911],"study_design_scores_gemma":[0.004106314,0.00023994719,0.7867186,0.00054705667,0.00016940453,0.000031798114,0.022684826,0.00004465096,0.18484722,0.00005755535,0.00007358176,0.00047902216],"about_ca_topic_score_codex":0.02868493,"about_ca_topic_score_gemma":0.058600426,"teacher_disagreement_score":0.55108523,"about_ca_system_score_codex":0.00013672943,"about_ca_system_score_gemma":0.0000138110645,"threshold_uncertainty_score":0.97778314},"labels":[],"label_agreement":null},{"id":"W2530660865","doi":"","title":"Studies of the Upper Rainy River Food Web and Variations in Spawning Critical Habitats in Relation to Flow","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Baker Foundation","keywords":"Habitat; Relation (database); Fishery; Food web; Geography; Ecology; Biology; Computer science; Ecosystem","score_opus":0.010642792293653334,"score_gpt":0.21357386975693476,"score_spread":0.20293107746328143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530660865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540174,0.000023961453,0.000015434623,0.0030969072,0.00012995809,0.00023213834,0.000007112839,0.0000053731133,0.0010873857],"genre_scores_gemma":[0.9801549,0.00005060418,0.0018471165,0.000050380044,0.000003556846,0.0000013711406,0.000009204543,0.000004994531,0.017877905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936193,0.0000819925,0.00009946871,0.00020432164,0.00012154657,0.00013074916],"domain_scores_gemma":[0.9996696,0.000114854854,0.00007073095,0.00010902447,0.000016889851,0.00001889062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020387313,0.00009543444,0.00021435697,0.00012996189,0.00015772722,0.000002475069,0.0001293868,0.00010031115,0.000084260544],"category_scores_gemma":[0.00014204769,0.00009222296,0.00003426446,0.00018990136,0.00023379782,0.00013305002,0.0002088617,0.000117555224,0.000015609461],"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":[0.000075880795,0.00008548542,0.7164307,0.00020475581,0.000083052226,0.000003833776,0.27553004,0.0011723058,0.00024150545,0.0019831995,0.003879638,0.0003095937],"study_design_scores_gemma":[0.00029466886,0.00007087921,0.9553288,0.00012167562,0.000050060204,1.0118189e-7,0.042191353,0.00029459337,0.00001598994,0.0014437436,0.000099398145,0.000088695786],"about_ca_topic_score_codex":0.0017882352,"about_ca_topic_score_gemma":0.41259128,"teacher_disagreement_score":0.41080305,"about_ca_system_score_codex":0.000084252984,"about_ca_system_score_gemma":0.0000062348263,"threshold_uncertainty_score":0.5981274},"labels":[],"label_agreement":null},{"id":"W2530734889","doi":"","title":"Managing Change: Considering the Relevance of Place Identity for Planning in British Columbia?s Communities in Transition. An Applied Research Case Study of Three Vancouver Island Communities.","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Rural development and sustainability","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":"Relevance (law); Identity (music); Transition (genetics); Place identity; Geography; Identity change; Sociology; Political science; Engineering; Anthropology; Civil engineering; Urban planning; Qualitative research; Art; Aesthetics; Law","score_opus":0.05311243177024831,"score_gpt":0.2632917903282501,"score_spread":0.2101793585580018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530734889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983244,0.000099373996,7.0655966e-7,0.00010235285,0.000041314666,0.0012999498,0.000059031336,0.000010077079,0.00006277434],"genre_scores_gemma":[0.9977742,0.00009744372,0.0000532088,0.0000047430276,0.000013356476,0.000011339395,0.00018110244,0.0000022723334,0.0018623687],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99876004,0.00030252273,0.00023862616,0.00016243162,0.00028112542,0.0002552474],"domain_scores_gemma":[0.99892086,0.00048769588,0.00017430118,0.00013248663,0.00025664165,0.000028018232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011289697,0.00010767524,0.00038799382,0.00007610033,0.0005065844,0.000053696902,0.0004533988,0.00013054858,0.00005005561],"category_scores_gemma":[0.000011329239,0.00008939392,0.000052340998,0.00035920617,0.00021120245,0.0004026572,0.00009743711,0.0003712333,9.06494e-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":[0.00039447777,0.0005647566,0.084163226,0.00071451993,0.00004954494,0.00016094498,0.90183246,0.00039269598,0.00025591237,0.000012731826,0.00023662958,0.011222114],"study_design_scores_gemma":[0.0006003717,0.00020400215,0.12838197,0.00029136767,0.000016351394,0.0000037754353,0.8696449,0.00025790822,0.000011989534,0.0004365971,0.00002213392,0.00012867028],"about_ca_topic_score_codex":0.9065397,"about_ca_topic_score_gemma":0.9998131,"teacher_disagreement_score":0.093273394,"about_ca_system_score_codex":0.00008872938,"about_ca_system_score_gemma":0.000025700814,"threshold_uncertainty_score":0.3896289},"labels":[],"label_agreement":null},{"id":"W2530890345","doi":"","title":"Arguments in the Streets Became More Frequent","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"History; Geography","score_opus":0.010269006063565074,"score_gpt":0.19695821367402688,"score_spread":0.18668920761046182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530890345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99623656,0.00017963506,0.00010182519,0.00021503,0.00021644807,0.0002527361,0.00005263238,0.00007123131,0.0026739216],"genre_scores_gemma":[0.92241824,0.00018506864,0.00033191213,0.000019342671,0.00005128377,0.0000010998465,0.00024412302,0.000036873094,0.07671208],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991474,0.000045261022,0.000093827875,0.00019533819,0.00027005424,0.00024809275],"domain_scores_gemma":[0.9995185,0.000036230736,0.000062501436,0.00030139615,0.00003258084,0.00004877378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008905855,0.00021724548,0.00025012068,0.00021183708,0.000088380024,0.000011941877,0.00046110217,0.0002102646,0.00011952719],"category_scores_gemma":[0.0000038265025,0.00017796595,0.000110339904,0.000086979475,0.000044855842,0.00010406345,0.000022688835,0.00026627467,0.000053208794],"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":[0.0002516303,0.00018503706,0.0039386535,0.0012265859,0.00042637525,0.0003469192,0.9441315,0.002947679,0.010913068,0.00021865795,0.01025806,0.02515584],"study_design_scores_gemma":[0.0066356766,0.00054324506,0.25412166,0.0030268403,0.00080292445,0.000023421635,0.6971234,0.0046812035,0.012946663,0.009630356,0.0067819282,0.0036826837],"about_ca_topic_score_codex":0.0063774893,"about_ca_topic_score_gemma":0.03541623,"teacher_disagreement_score":0.25018302,"about_ca_system_score_codex":0.00007766726,"about_ca_system_score_gemma":0.00002415906,"threshold_uncertainty_score":0.9821849},"labels":[],"label_agreement":null},{"id":"W2530894115","doi":"","title":"Resilience assessment in geotechnical engineering","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":6,"is_retracted":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); Geotechnical engineering; Geotechnical investigation; Engineering; Geology; Civil engineering; Forensic engineering; Materials science","score_opus":0.01893519921519048,"score_gpt":0.2820023998417395,"score_spread":0.26306720062654904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530894115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955468,0.000063842606,0.00068835606,0.0020145061,0.00020359643,0.00012165566,0.000018713687,0.00003012057,0.0013123872],"genre_scores_gemma":[0.5311178,0.0004460796,0.0025553969,0.0000054537227,0.000023827914,3.7161018e-7,0.000036334888,0.00001296326,0.46580178],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976764,0.00010088926,0.0003123799,0.0005493829,0.0010972734,0.00026372247],"domain_scores_gemma":[0.9984456,0.00033174327,0.00031571978,0.00060075364,0.00021080466,0.00009539718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011070878,0.00018095036,0.0005512582,0.0008899853,0.00010561553,0.000032922726,0.0011365575,0.0003051383,0.0005862591],"category_scores_gemma":[0.00022057815,0.00015464322,0.00026701088,0.00075477373,0.000065655666,0.0003102243,0.00010934628,0.00032807904,0.00015435995],"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":[0.0019553523,0.0010830142,0.061050117,0.0005188446,0.00077481737,0.001682595,0.2326197,0.054272503,0.07131976,0.0138537865,0.017870076,0.54299945],"study_design_scores_gemma":[0.0021237545,0.0003019171,0.6888868,0.0011115952,0.00028166128,0.00000567709,0.2564341,0.026429037,0.0020598422,0.011426258,0.009333115,0.001606232],"about_ca_topic_score_codex":0.010285783,"about_ca_topic_score_gemma":0.035195004,"teacher_disagreement_score":0.6278367,"about_ca_system_score_codex":0.00011582212,"about_ca_system_score_gemma":0.00013571167,"threshold_uncertainty_score":0.9963048},"labels":[],"label_agreement":null},{"id":"W2530910567","doi":"","title":"A Comparative Analysis of 4 Shallow Urban Impoundments","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Waves and shallow water; Geography; Environmental science; Geology; Oceanography","score_opus":0.011878241889715395,"score_gpt":0.2129224316434258,"score_spread":0.2010441897537104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530910567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989883,0.000015482154,0.000018361705,0.00007204857,0.00014794424,0.00026452757,0.00009069973,0.00002803256,0.009479912],"genre_scores_gemma":[0.627724,0.000009453606,0.0008512188,0.000004748692,0.0000056826107,5.350035e-7,0.0007302783,0.000008208083,0.37066588],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986529,0.00004882631,0.00017493105,0.00041399637,0.0004609587,0.00024839083],"domain_scores_gemma":[0.9989457,0.000017339848,0.0004449317,0.0004630721,0.000037103226,0.00009186239],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011678587,0.00022840411,0.0006234366,0.0004609719,0.00016115415,0.000010981238,0.0006116174,0.00021564116,0.004775243],"category_scores_gemma":[0.00000334179,0.00026622275,0.0003426363,0.0008226998,0.00025513346,0.00026218037,0.00018875343,0.0002316601,0.00020244047],"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":[0.0003698279,0.000854946,0.28437567,0.0001963028,0.0069065886,0.000034179942,0.6101971,0.0013673509,0.06899631,0.00028172595,0.026009236,0.0004107376],"study_design_scores_gemma":[0.0006924941,0.0001577298,0.8831242,0.000050955336,0.006638025,2.7415155e-7,0.100868784,0.0017948643,0.0015650929,0.00007685869,0.004422229,0.0006085208],"about_ca_topic_score_codex":0.065635815,"about_ca_topic_score_gemma":0.40250388,"teacher_disagreement_score":0.5987485,"about_ca_system_score_codex":0.00016109811,"about_ca_system_score_gemma":0.000015055162,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W2530958243","doi":"","title":"Gas permeation through water-swollen sericin / PVA membranes","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":19,"is_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":"Permeation; Sericin; Membrane; Chemical engineering; Polymer science; Materials science; Polymer chemistry; Chemistry; Composite material; Engineering; SILK","score_opus":0.010116496068840816,"score_gpt":0.21144704057290387,"score_spread":0.20133054450406304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530958243","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":[0.9847278,0.00019865615,0.00017217784,0.00017623369,0.0006846758,0.0003125361,0.000030118179,0.00031341717,0.0133843925],"genre_scores_gemma":[0.40894216,0.0017452422,0.0013386898,0.000028256347,0.00012876978,9.851179e-7,0.004720199,0.000107933425,0.5829878],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987277,0.000024628842,0.00022081212,0.00031123456,0.00034904518,0.00036661502],"domain_scores_gemma":[0.9993704,0.00001472217,0.0000792372,0.0003052507,0.0001382729,0.00009214189],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013038886,0.0003448579,0.0004810139,0.00027308095,0.00015184705,0.000018739647,0.0002809475,0.00043380097,0.0011916135],"category_scores_gemma":[0.0000019110694,0.00036243044,0.00020606967,0.00018032029,0.0000475747,0.000367988,0.000010061731,0.00028113346,0.00023857366],"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":[0.00073141704,0.00016624406,0.0002345502,0.006481731,0.0007029293,0.00025825715,0.6724476,0.022460176,0.28500795,0.00033794146,0.0064220736,0.004749106],"study_design_scores_gemma":[0.0038110234,0.0003092794,0.00498315,0.00085681723,0.0009949423,0.000025243779,0.2722095,0.0079901805,0.64603114,0.0003401367,0.059837174,0.002611417],"about_ca_topic_score_codex":0.0060251793,"about_ca_topic_score_gemma":0.03053083,"teacher_disagreement_score":0.57578564,"about_ca_system_score_codex":0.00007459914,"about_ca_system_score_gemma":0.000026228325,"threshold_uncertainty_score":0.99988276},"labels":[],"label_agreement":null},{"id":"W2530986042","doi":"","title":"The characterization of checkpoint kinase 2 in Oncorhynchus mykiss: Tissue specific expression suggests biomarker potential","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aquaculture disease management and microbiota","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biomarker; Kinase; Biology; Cell biology; Rainbow trout; Computational biology; Fish <Actinopterygii>; Biochemistry; Fishery","score_opus":0.00718025555808094,"score_gpt":0.21410370145442853,"score_spread":0.2069234458963476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530986042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99719113,0.0010146367,0.000027109969,0.00015965242,0.00053786236,0.0005028547,0.00010008455,0.000027115391,0.00043954438],"genre_scores_gemma":[0.63246256,0.0010122592,0.000057121735,0.0000061211463,0.000024972232,8.885728e-7,0.008482628,0.000026285577,0.35792714],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988101,0.00013603664,0.00028532604,0.00036603078,0.00008179279,0.0003207064],"domain_scores_gemma":[0.9989266,0.000025495461,0.0005254124,0.00034766016,0.00014766958,0.000027188747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000240749,0.0002686147,0.00039925828,0.0003400298,0.00021775486,0.00001329683,0.0004318179,0.00052599184,0.000522186],"category_scores_gemma":[0.000008558428,0.00023901483,0.00017119091,0.00022866347,0.00020442282,0.00012875564,0.00010301147,0.00026579696,0.00011313681],"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":[0.0013456021,0.00016479398,0.00008792486,0.00015441459,0.00010862531,0.00004572151,0.012245686,9.0250813e-7,0.97496307,0.00004845056,0.0020110756,0.008823749],"study_design_scores_gemma":[0.0018739313,0.00011361878,0.07171777,0.0004932768,0.00017362261,0.0000037055831,0.04862919,0.000002130735,0.8507259,0.000018018762,0.02586607,0.00038275734],"about_ca_topic_score_codex":0.002543833,"about_ca_topic_score_gemma":0.0058862832,"teacher_disagreement_score":0.36472857,"about_ca_system_score_codex":0.00006482105,"about_ca_system_score_gemma":0.00004228384,"threshold_uncertainty_score":0.97467417},"labels":[],"label_agreement":null},{"id":"W2530989264","doi":"","title":"Gender-based Analysis of Criminogenic Risk and Clinical Need among Ontario Forensic Patients","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","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":"Forensic science; Psychology; Medicine; Geography; Archaeology","score_opus":0.03767096413017717,"score_gpt":0.2865317770567627,"score_spread":0.24886081292658552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530989264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824751,0.0001295249,0.000015037606,0.000016234999,0.014622571,0.0004265525,0.0002602352,0.000044356166,0.0020103743],"genre_scores_gemma":[0.9516541,0.000017624465,0.0010295766,0.000023828445,0.00010564943,8.6179176e-7,0.002206848,0.00005897616,0.04490256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971575,0.00034942088,0.0005949889,0.00088638754,0.00055628846,0.0004554275],"domain_scores_gemma":[0.9965512,0.00015468257,0.0016105486,0.00087722944,0.00048400662,0.00032234486],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005491448,0.00046002425,0.0014131856,0.0013486141,0.00014129413,0.000014741397,0.0005055416,0.0007877198,0.0005598742],"category_scores_gemma":[0.000045138175,0.00053493294,0.00076751836,0.00068418204,0.00038821175,0.00014037451,0.000068211826,0.00064071856,0.000030134584],"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":[0.0014978418,0.0005414352,0.86175406,0.00008897572,0.004852827,0.00001680397,0.10764519,0.000029616907,0.000010511017,0.00004181724,0.019415597,0.0041053225],"study_design_scores_gemma":[0.0031482093,0.00065386307,0.90056753,0.000068059206,0.00988114,3.6362502e-7,0.08477579,0.00014990907,0.000008047645,0.00010700629,0.00020571525,0.0004343893],"about_ca_topic_score_codex":0.40171516,"about_ca_topic_score_gemma":0.82907164,"teacher_disagreement_score":0.4273565,"about_ca_system_score_codex":0.00020727201,"about_ca_system_score_gemma":0.00024757403,"threshold_uncertainty_score":0.9997102},"labels":[],"label_agreement":null},{"id":"W2531040567","doi":"","title":"Managing for Ecosystem Resilience in Fathom Five National Marine Park, Lake Huron, Canada","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","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":"Resilience (materials science); National park; Ecosystem; Geography; Environmental resource management; Ecosystem-based management; Environmental science; Oceanography; Archaeology; Ecology; Geology; Biology","score_opus":0.0041935823061943515,"score_gpt":0.1688799387722621,"score_spread":0.16468635646606775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531040567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400926,0.000006298345,0.000020285725,0.00033660716,0.0002669164,0.00061261933,0.00028819876,0.00001590524,0.004443917],"genre_scores_gemma":[0.532255,0.000024473431,0.00068535627,0.000013958038,0.000018609835,0.0000046890436,0.0012242338,0.000023336945,0.46575037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985309,0.00004076761,0.00018604967,0.0004426917,0.0004709044,0.0003286421],"domain_scores_gemma":[0.999327,0.00006330172,0.00026083324,0.00020169951,0.000055132237,0.00009202706],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019155226,0.00021295181,0.0003259449,0.000120685516,0.00014762946,0.000018962362,0.00045996782,0.00014169184,0.00092059944],"category_scores_gemma":[0.000019635194,0.00025511355,0.000076641925,0.00018595843,0.000029083449,0.00024198602,0.00020053238,0.00014586214,0.000061821265],"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":[0.002395542,0.0007544787,0.39151055,0.009916955,0.0006025171,0.0007026163,0.18864839,0.16057971,0.005427412,0.001471007,0.1862321,0.051758736],"study_design_scores_gemma":[0.00305005,0.000245779,0.5263437,0.00095515046,0.00015825154,0.000016941936,0.25404897,0.1939477,0.00025966583,0.001454117,0.017476149,0.00204353],"about_ca_topic_score_codex":0.93168896,"about_ca_topic_score_gemma":0.9998529,"teacher_disagreement_score":0.46175426,"about_ca_system_score_codex":0.00076442794,"about_ca_system_score_gemma":0.00013918785,"threshold_uncertainty_score":0.99999267},"labels":[],"label_agreement":null},{"id":"W2531071339","doi":"","title":"Diabetes among Aboriginal Peoples in Canada: Prevalence and Predictors, 1991-2011","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Geography; Environmental health; Political science; Demography; Medicine; Gerontology; Sociology","score_opus":0.007101386545700549,"score_gpt":0.23380427882230337,"score_spread":0.2267028922766028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531071339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99658,0.000414902,9.496463e-8,0.00046502173,0.0007407041,0.00060174277,0.0003003774,0.000017325909,0.0008798376],"genre_scores_gemma":[0.68155736,0.003130776,0.000039405983,0.000021898682,0.000071075614,0.0000049042605,0.00021851818,0.000020811942,0.31493524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983817,0.00014771827,0.00019026893,0.000326424,0.00017509173,0.00077884464],"domain_scores_gemma":[0.9989948,0.00021536347,0.0003310263,0.00018332091,0.00017235726,0.000103132414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021115877,0.00020375109,0.00049051543,0.00015981436,0.0011880549,0.0000018239537,0.00022968731,0.00030846774,0.0007222791],"category_scores_gemma":[0.000019733528,0.0001936753,0.000041385752,0.000064610205,0.00008799242,0.000113062684,0.00008294626,0.0003765125,0.000028557792],"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":[0.000055504534,0.000011995005,0.7834204,0.0015146933,0.000051504725,0.00001537137,0.21218175,3.0755027e-7,0.00002868147,0.000033429587,0.0026095412,0.00007682516],"study_design_scores_gemma":[0.0003751507,0.000052925046,0.7246326,0.0005242914,0.00006134768,8.801844e-8,0.2734169,0.0000030654887,0.0000067961028,0.000013063144,0.0007645379,0.00014922956],"about_ca_topic_score_codex":0.9969003,"about_ca_topic_score_gemma":0.9999717,"teacher_disagreement_score":0.31502262,"about_ca_system_score_codex":0.0007671479,"about_ca_system_score_gemma":0.0019518603,"threshold_uncertainty_score":0.9137678},"labels":[],"label_agreement":null},{"id":"W2531117930","doi":"","title":"Mixed effects regression for snow distribution modelling in the central Yukon","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryospheric studies and observations","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":"Snow; Distribution (mathematics); Physical geography; Regression analysis; Environmental science; Statistics; Geography; Meteorology; Mathematics","score_opus":0.01692790626818529,"score_gpt":0.19317222715332574,"score_spread":0.17624432088514044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531117930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976475,0.0002342999,0.0003811383,0.00038157837,0.00066144805,0.00042415148,0.00019230912,0.0000128403435,0.00006468781],"genre_scores_gemma":[0.9438713,0.00055658416,0.0039958064,0.000024781797,0.00014201061,0.0000010029019,0.016317837,0.00000840139,0.035082247],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992384,0.000043125696,0.00009017725,0.00020597709,0.0001776708,0.0002446783],"domain_scores_gemma":[0.9994005,0.00020465857,0.00014569306,0.00014845625,0.000062654086,0.000038029186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014704789,0.00013810932,0.00020922392,0.000030743842,0.00034594588,0.000019683537,0.00024885606,0.00019237738,0.000074556345],"category_scores_gemma":[0.000022796068,0.00010744055,0.00011548666,0.00015856436,0.00003909574,0.00011193175,0.0000063110324,0.0002088793,0.000006034498],"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":[0.0028787355,0.00040926744,0.16863145,0.0028054933,0.0003288379,0.000101037615,0.54568875,0.051132817,0.0006425422,0.0016180624,0.025246063,0.20051695],"study_design_scores_gemma":[0.0007254371,0.00015498752,0.83299303,0.00030059557,0.00013337014,7.247684e-7,0.10883272,0.05245342,0.00012373854,0.00037797453,0.0036302216,0.00027376163],"about_ca_topic_score_codex":0.07820126,"about_ca_topic_score_gemma":0.42525718,"teacher_disagreement_score":0.6643616,"about_ca_system_score_codex":0.000009311215,"about_ca_system_score_gemma":0.00002714095,"threshold_uncertainty_score":0.9279371},"labels":[],"label_agreement":null},{"id":"W2531158071","doi":"","title":"Optimum Deicing and Anti-icing for Snow and Ice Control of Parking Lots and Sidewalks","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smart Materials for Construction","field":"Environmental 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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Colorado Department of Transportation; Strong; University of Waterloo; Montana State University; U.S. Department of Transportation; Iowa State University; Montana Department of Transportation; Norges Teknisk-Naturvitenskapelige Universitet; Wisconsin Department of Transportation","keywords":"Icing; Snow; Civil engineering; Engineering; Snow removal; Meteorology; Environmental science; Transport engineering; Geography","score_opus":0.007654418725391831,"score_gpt":0.19506583165112437,"score_spread":0.18741141292573255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531158071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991473,0.00009059867,0.000071522845,0.00008115715,0.00016739797,0.0003204313,0.000028324492,0.000014037182,0.00007924898],"genre_scores_gemma":[0.99556565,0.000075040174,0.0021528376,0.0000049596947,0.00001572797,3.8756562e-7,0.000038352584,0.00001450056,0.002132548],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992455,0.00003314532,0.00011655822,0.00029397945,0.00014958742,0.0001611781],"domain_scores_gemma":[0.9994479,0.00006560523,0.0002678932,0.00010720784,0.000035052995,0.00007635037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002327316,0.00015204654,0.00035949738,0.00008889257,0.0001431073,0.000019044994,0.00008299416,0.00015340319,0.000024720423],"category_scores_gemma":[0.000028288903,0.00017564188,0.000032594264,0.000053198124,0.00020442999,0.00025842927,0.000069653375,0.00006219485,0.0000013959003],"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":[0.0010803455,0.000048719547,0.26117027,0.0013469732,0.00022286853,0.000016984362,0.10467737,0.00030995204,0.6108141,0.00008845002,0.00036261787,0.019861344],"study_design_scores_gemma":[0.008574107,0.00068558636,0.67989695,0.0014182037,0.0014213013,0.000075464275,0.25444242,0.006060022,0.04424414,0.0013350027,0.00052321923,0.0013235771],"about_ca_topic_score_codex":0.022696257,"about_ca_topic_score_gemma":0.019738302,"teacher_disagreement_score":0.56657,"about_ca_system_score_codex":0.000042886328,"about_ca_system_score_gemma":0.000012420918,"threshold_uncertainty_score":0.9981489},"labels":[],"label_agreement":null},{"id":"W2531192843","doi":"","title":"A Proud Legacy, A New Future: Bringing Ottawa's Growth Management Strategy Into the 21st Century","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Canadian Policy 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":"Growth management; Environmental ethics; Political science; Engineering; Management; Philosophy; Economics; Civil engineering","score_opus":0.008183320933328866,"score_gpt":0.231033100732393,"score_spread":0.22284977979906412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531192843","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":[0.78634286,0.0020826703,0.000012704562,0.035139482,0.0017370232,0.0014778817,0.000063409054,0.00014462735,0.17299934],"genre_scores_gemma":[0.06614348,0.0028741811,0.0003587359,0.00021840747,0.0007064314,5.573202e-7,0.000078817786,0.000025199297,0.92959416],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99843115,0.000077221244,0.00012342696,0.00033962342,0.0005394538,0.0004891212],"domain_scores_gemma":[0.9991058,0.000027697062,0.0002899861,0.00025466536,0.000096537224,0.00022530882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033409236,0.0002091669,0.0002415752,0.00021451965,0.0008367265,0.00011209415,0.00077192445,0.00025630748,0.0002155432],"category_scores_gemma":[0.000011576744,0.00022045997,0.00017844846,0.00049370155,0.00017603349,0.00038552372,0.000051041803,0.0003102779,0.00004049218],"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":[0.000085538806,0.00003480269,0.000081983555,0.00026020184,0.00016382332,0.00010879983,0.71960425,0.000005124484,0.000022484366,0.16733001,0.04945354,0.062849455],"study_design_scores_gemma":[0.00027679518,0.000024509467,0.0060754986,0.00013671325,0.0000998697,6.080217e-7,0.6646645,0.000002628867,0.000029570345,0.00066674827,0.3277745,0.00024803306],"about_ca_topic_score_codex":0.9329114,"about_ca_topic_score_gemma":0.9745056,"teacher_disagreement_score":0.75659484,"about_ca_system_score_codex":0.00032631433,"about_ca_system_score_gemma":0.0004238345,"threshold_uncertainty_score":0.8990097},"labels":[],"label_agreement":null},{"id":"W2531402995","doi":"","title":"Modeling Safety Performance at Grade Crossing using Microscopic Simulation","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Level crossing; Computer science; Engineering; Mechanical engineering","score_opus":0.012126040408004485,"score_gpt":0.2127352129823805,"score_spread":0.200609172574376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531402995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98773503,0.00006318238,0.009950778,0.000010496499,0.00055187644,0.00020441512,0.000014773934,0.0011953261,0.00027411475],"genre_scores_gemma":[0.9752376,0.00016285636,0.0046310187,0.0000028296254,0.000033153567,1.9531772e-7,0.00028613344,0.000039342933,0.019606868],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992705,0.000010414373,0.00013955755,0.00020845688,0.00016493411,0.00020616535],"domain_scores_gemma":[0.9996002,0.0000071756067,0.00007353496,0.00020982049,0.000059129936,0.000050192695],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007207651,0.0002039125,0.00023715098,0.00025554036,0.00038880127,0.000035548182,0.00018743738,0.00032522302,0.00003716788],"category_scores_gemma":[0.0000019560582,0.00027167308,0.000091617134,0.000112839436,0.00004425147,0.00029698553,0.00004159563,0.00029887905,0.000009844324],"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":[0.00005171051,0.000013503767,0.00009360151,0.0006066426,0.00005289751,0.0000031740221,0.017951235,0.9281358,0.049410813,0.00000866125,0.00012564044,0.0035462817],"study_design_scores_gemma":[0.00027859307,0.000013774027,0.0005894452,0.00024008412,0.000088522174,7.5551355e-7,0.0036241005,0.9896632,0.004761429,0.0000035469473,0.0004938338,0.00024272458],"about_ca_topic_score_codex":0.0017151411,"about_ca_topic_score_gemma":0.008475976,"teacher_disagreement_score":0.061527353,"about_ca_system_score_codex":0.00018047678,"about_ca_system_score_gemma":0.000020993886,"threshold_uncertainty_score":0.99997354},"labels":[],"label_agreement":null},{"id":"W2531500507","doi":"","title":"Geology, geochemistry and Cr-Ni-Cu-PGE mineralization of the Bird River sill: Evidence for a multiple intrusion model","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geochemistry and Geologic Mapping","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":"Sill; Mineralization (soil science); Geology; Geochemistry; Intrusion; Petrology; Soil science","score_opus":0.02246880744842289,"score_gpt":0.21498307091311258,"score_spread":0.1925142634646897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531500507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99322027,0.00018483397,0.004790036,0.0011722429,0.00012565804,0.00030754975,0.000015173161,0.000050755738,0.00013347011],"genre_scores_gemma":[0.8400112,0.00031924606,0.011796226,0.00002661827,0.000023264205,0.000001941343,0.00008741987,0.000008079331,0.14772604],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892473,0.000038688075,0.00015712016,0.00045918985,0.00020577219,0.00021451556],"domain_scores_gemma":[0.9985197,0.00010954507,0.00042201587,0.0004881782,0.00040675007,0.0000538171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013125109,0.00020459843,0.00031244135,0.00007770469,0.00026978238,0.000011108445,0.0008364357,0.00034698768,0.000010580141],"category_scores_gemma":[0.0001824744,0.00019269752,0.00013710235,0.00018527078,0.00023997742,0.00026019168,0.00032019656,0.0001561136,0.0000011626336],"study_design_candidate":"simulation_or_modeling","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":[0.0009772712,0.0004154077,0.05938439,0.006749607,0.00032557914,0.000039528717,0.2904653,0.02174046,0.59703714,0.002762758,0.014234227,0.0058683488],"study_design_scores_gemma":[0.001823301,0.00015413297,0.031415895,0.0011619685,0.0001615788,0.000029251682,0.013268412,0.9072681,0.04014903,0.0034324038,0.00034078353,0.00079511316],"about_ca_topic_score_codex":0.016963247,"about_ca_topic_score_gemma":0.009323356,"teacher_disagreement_score":0.8855277,"about_ca_system_score_codex":0.00003020844,"about_ca_system_score_gemma":0.00011149333,"threshold_uncertainty_score":0.9895829},"labels":[],"label_agreement":null},{"id":"W2531550370","doi":"","title":"Transactivation of platelet-derived growth factor receptor type β: Mechanisms and potential relevance in neurobiology","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","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":"University of Waterloo","keywords":"Transactivation; Neuroscience; Relevance (law); Psychology; Biology; Transcription factor; Genetics","score_opus":0.00655616590272846,"score_gpt":0.190695580442363,"score_spread":0.18413941453963456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531550370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99909836,0.00024257692,0.00013885522,0.00006807018,0.00020335156,0.00017752929,0.000048536283,0.0000043949653,0.000018349921],"genre_scores_gemma":[0.9797743,0.002733259,0.0009817234,0.00001111442,0.000023490384,6.457549e-7,0.0006552563,0.000020065616,0.015800167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935424,0.00004402455,0.00011137782,0.00028662468,0.00007027011,0.0001334711],"domain_scores_gemma":[0.9994907,0.000008190842,0.00019293997,0.00012445485,0.00015037438,0.000033377917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003420867,0.0001474409,0.00025152747,0.00008981401,0.00003438994,0.0000032783203,0.00013082165,0.00037141002,0.00011110173],"category_scores_gemma":[0.000011724187,0.00016440994,0.00007701966,0.00006751165,0.00005571536,0.000009741102,0.000021190237,0.000081827246,0.0000029230907],"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":[0.0004493866,0.000026468471,0.000093088645,0.000117738324,0.000054538916,0.0000012942535,0.001956213,0.000012300479,0.99558914,0.000027870843,0.00012232969,0.0015496354],"study_design_scores_gemma":[0.0007249396,0.00049780007,0.009046205,0.00007708674,0.00003580678,0.0000014210876,0.0061200056,0.000025124089,0.98294765,0.00005912685,0.00022131143,0.00024351953],"about_ca_topic_score_codex":0.0030326098,"about_ca_topic_score_gemma":0.0021770732,"teacher_disagreement_score":0.019324057,"about_ca_system_score_codex":0.00001237374,"about_ca_system_score_gemma":0.00004838021,"threshold_uncertainty_score":0.67044425},"labels":[],"label_agreement":null},{"id":"W2531590941","doi":"","title":"The transformation of one-dimensional and two-dimensional autoregressive random fields under coordinate scaling and rotation","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Scientific Research Methodologies and Applications","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":"University of Waterloo","keywords":"Autoregressive model; Scaling; Rotation (mathematics); Transformation (genetics); Coordinate system; Mathematics; Statistical physics; Random field; Physics; Geometry; Statistics; Chemistry","score_opus":0.031096849482068634,"score_gpt":0.272287583592876,"score_spread":0.24119073411080738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531590941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99779207,0.00012920903,0.0002038932,0.001222722,0.00006664004,0.00031340466,0.00001641994,0.000009508469,0.0002461106],"genre_scores_gemma":[0.94887507,0.00048786926,0.0047112904,0.000017937204,0.000011691136,0.0000030270933,0.00022095401,0.000010996463,0.045661144],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989989,0.00011577458,0.00013013433,0.00023038848,0.00037806365,0.00014675426],"domain_scores_gemma":[0.99928075,0.0002715514,0.00019201667,0.00013782026,0.00005768532,0.000060163315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045550006,0.0001034489,0.00018498255,0.000059786264,0.0005678401,0.000017010874,0.0001541818,0.000109172266,0.00009451693],"category_scores_gemma":[0.000030985484,0.00008569566,0.000055760393,0.00011093856,0.0004961101,0.0001775753,0.00006861575,0.00014411095,0.0000046194264],"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":[0.0065988163,0.0005054699,0.0035796794,0.0007238326,0.0005585196,0.000025669618,0.33686176,0.12111958,0.2624596,0.0040937923,0.01228086,0.2511924],"study_design_scores_gemma":[0.012583963,0.00058011594,0.4910956,0.0008548053,0.0005831172,0.000044923647,0.27767015,0.1425717,0.050694548,0.020341234,0.0014813025,0.0014985239],"about_ca_topic_score_codex":0.008316303,"about_ca_topic_score_gemma":0.0066489857,"teacher_disagreement_score":0.48751593,"about_ca_system_score_codex":0.000032491083,"about_ca_system_score_gemma":0.000024578014,"threshold_uncertainty_score":0.9982874},"labels":[],"label_agreement":null},{"id":"W2531713236","doi":"","title":"Simulation of multiple hydraulically driven fractures","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydraulic Fracturing and Reservoir 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":"University of Waterloo","keywords":"Petroleum engineering; Geology; Computer science","score_opus":0.008015942538212589,"score_gpt":0.2135742760276962,"score_spread":0.20555833348948363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531713236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975038,0.00021590176,0.0003675286,0.000052613326,0.00017969265,0.00012763984,0.00003336749,0.000121271565,0.0013981491],"genre_scores_gemma":[0.9611685,0.00006915148,0.000595684,0.0000022692748,0.000040553827,1.9054994e-7,0.00057052646,0.000033931585,0.03751914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999049,0.000031795145,0.0001724479,0.00020421078,0.00035511242,0.00018744699],"domain_scores_gemma":[0.9990939,0.00008623045,0.00016646295,0.000315742,0.0002283382,0.000109325854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008218381,0.00022072524,0.0005006817,0.0003123967,0.00005577416,0.000008493243,0.00031669042,0.00039779354,0.00016655169],"category_scores_gemma":[0.000047615555,0.00023934021,0.00023995638,0.00017951755,0.000045148263,0.00012928562,0.000026906346,0.0002642384,0.000030441457],"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":[0.00006017064,0.000029239533,0.00017445188,0.00037047284,0.0002688551,0.000009515839,0.027110985,0.9675561,0.0018324308,5.348994e-7,0.000979031,0.0016081791],"study_design_scores_gemma":[0.0009064294,0.00008870019,0.0070164483,0.00032485073,0.000500491,4.2285035e-7,0.029513853,0.9514071,0.006562133,0.000099547666,0.003038228,0.00054184796],"about_ca_topic_score_codex":0.00842411,"about_ca_topic_score_gemma":0.028558645,"teacher_disagreement_score":0.036335282,"about_ca_system_score_codex":0.000067312416,"about_ca_system_score_gemma":0.0000388277,"threshold_uncertainty_score":0.9981789},"labels":[],"label_agreement":null},{"id":"W2531716013","doi":"","title":"A GIS-Multicriteria Approach to Analyzing Noise and Visual Impacts of Wind Farms","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social Acceptance of Renewable Energy","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":"Noise (video); Noise pollution; Environmental science; Environmental planning; Remote sensing; Environmental resource management; Geography; Computer science; Engineering; Civil engineering; Artificial intelligence; Noise reduction","score_opus":0.015498502187412595,"score_gpt":0.2705096187955847,"score_spread":0.2550111166081721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531716013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994872,0.00021004278,0.000011151688,0.00017583679,0.00025110654,0.00028670114,0.00002458915,0.000036525526,0.004132097],"genre_scores_gemma":[0.90107256,0.00019900613,0.0026314456,0.000009395137,0.00012461474,3.9858398e-7,0.00013549498,0.000026818074,0.09580028],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844533,0.00014175687,0.00014780143,0.00037033265,0.00052849366,0.000366278],"domain_scores_gemma":[0.9987358,0.00003961713,0.00031761528,0.00014750617,0.00043036154,0.00032913723],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004082403,0.0002147604,0.00055889244,0.00028993512,0.00030066082,0.000044895616,0.0003810226,0.00036985343,0.00005920337],"category_scores_gemma":[0.0001241618,0.0002595357,0.00012756654,0.0005268646,0.00024523734,0.00033953483,0.00007879354,0.00013270765,0.000005712762],"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":[0.00039224463,0.0001901315,0.0052405754,0.00030909822,0.00019487568,0.000009427464,0.9632094,0.000109733825,0.012218719,0.00031384634,0.0013841931,0.016427757],"study_design_scores_gemma":[0.00058725994,0.00011673148,0.012528479,0.00016601173,0.0001645034,2.7788607e-7,0.98441845,0.00006020183,0.00070174097,0.00015992022,0.00074047863,0.00035592433],"about_ca_topic_score_codex":0.35173965,"about_ca_topic_score_gemma":0.38542747,"teacher_disagreement_score":0.093799405,"about_ca_system_score_codex":0.00018459976,"about_ca_system_score_gemma":0.00033369812,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W2531803551","doi":"","title":"Nickel-Seeded Silicon Nanowires Grown on Graphene as Anode Material for Lithium Ion Batteries","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Anode; Graphene; Materials science; Lithium (medication); Nickel; Silicon; Nanowire; Silicon nanowires; Seeding; Nanotechnology; Ion; Optoelectronics; Metallurgy; Electrode; Chemistry; Engineering; Aerospace engineering","score_opus":0.00834753979268248,"score_gpt":0.20613191301726239,"score_spread":0.1977843732245799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531803551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99355495,0.000027217104,0.000070778406,0.0001531813,0.004253208,0.0006368847,0.000420769,0.00028944193,0.0005935467],"genre_scores_gemma":[0.69894063,0.0002111928,0.0022695535,0.00012333889,0.0006462971,0.000022402579,0.0074296626,0.00033496157,0.29002196],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984583,0.00005093388,0.00027536356,0.00047646652,0.0002891365,0.00044974955],"domain_scores_gemma":[0.9990141,0.000059439273,0.00024450256,0.00047737677,0.000116912386,0.00008769031],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013719195,0.00050470966,0.0007258332,0.00034373024,0.0001982803,0.00005980904,0.00047152105,0.00044083846,0.0007994801],"category_scores_gemma":[0.000017553622,0.0006012482,0.00016210836,0.00009603815,0.000094074116,0.00031357017,0.000052877756,0.00014212217,0.000116934665],"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":[0.00202768,0.00008252568,0.000048785823,0.0027873972,0.00031625846,0.000014944594,0.018963872,0.0008450844,0.9560164,0.00051141664,0.017055798,0.0013297895],"study_design_scores_gemma":[0.0017645695,0.00068797986,0.0010633525,0.0007955743,0.00028400542,0.0000030790466,0.016666332,0.000093602655,0.9688104,0.0013714512,0.007317058,0.0011426441],"about_ca_topic_score_codex":0.0019421208,"about_ca_topic_score_gemma":0.0027386704,"teacher_disagreement_score":0.29461434,"about_ca_system_score_codex":0.00011240497,"about_ca_system_score_gemma":0.000024446344,"threshold_uncertainty_score":0.99964386},"labels":[],"label_agreement":null},{"id":"W2531851729","doi":"","title":"A New Baptism: Reclaiming public space through Light, and Bathing Ritual for an abandoned church in Montréal","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Baptism; Art; Public space; Space (punctuation); Archaeology; Geography; Theology; Engineering; Philosophy; Architectural engineering","score_opus":0.019557288495653163,"score_gpt":0.24295933801461478,"score_spread":0.22340204951896162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531851729","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":[0.9854615,0.0016531412,0.00008089407,0.006905899,0.0003152075,0.0007941082,0.0000100034285,0.00007362437,0.004705667],"genre_scores_gemma":[0.21872479,0.0088610295,0.016157763,0.000038747028,0.0003825752,0.00000490303,0.00022893,0.00006555696,0.7555357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99821126,0.00015709318,0.00016635134,0.0005215645,0.00040393785,0.0005397965],"domain_scores_gemma":[0.99896276,0.000109742505,0.00027868818,0.00022886196,0.00017096825,0.00024899116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044494506,0.00026159314,0.00054094126,0.0003129705,0.0008594169,0.00020353762,0.0004505602,0.000581228,0.000061207626],"category_scores_gemma":[0.000063042244,0.0003024593,0.00012972527,0.0002673903,0.00009378979,0.0014263598,0.000052726093,0.00029282324,0.000010032385],"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":[0.00017785178,0.00005791428,0.0004411395,0.00013335887,0.000058522113,0.000018804938,0.9418955,0.000004035741,0.0018792637,0.004941916,0.04369104,0.006700686],"study_design_scores_gemma":[0.0019808349,0.00026559498,0.0021622172,0.0003100279,0.00012265283,0.00000169633,0.9533618,0.00017345595,0.00025674116,0.0047358996,0.035969503,0.0006595727],"about_ca_topic_score_codex":0.77180266,"about_ca_topic_score_gemma":0.7465173,"teacher_disagreement_score":0.7667367,"about_ca_system_score_codex":0.0001110228,"about_ca_system_score_gemma":0.000337766,"threshold_uncertainty_score":0.9999428},"labels":[],"label_agreement":null},{"id":"W2531883313","doi":"","title":"Technology and Strategic Management Decision-Making as a Constrained Shortest Path Problem","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Innovation and Knowledge Management","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":"Shortest path problem; Path (computing); Mathematical optimization; Operations research; Computer science; Management science; Business; Engineering; Mathematics; Theoretical computer science; Computer network","score_opus":0.009972714389645811,"score_gpt":0.20457507033803565,"score_spread":0.19460235594838984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531883313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.657117,0.00008266285,0.000015817668,0.00037022372,0.00023690505,0.0005864644,0.000004019945,0.0001675133,0.3414194],"genre_scores_gemma":[0.8739866,0.00014933999,0.0032188476,0.00010607224,0.00008357095,0.0000029158084,0.00024990694,0.000039154285,0.12216357],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99857736,0.0000071676077,0.00024307331,0.0005281035,0.00032239823,0.00032188615],"domain_scores_gemma":[0.9988912,0.000016611986,0.00042479293,0.0002974414,0.00035460852,0.000015341939],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015719878,0.00033365685,0.00041481445,0.001954353,0.00039435143,0.0001010369,0.00040477328,0.00027479202,0.000287112],"category_scores_gemma":[0.000008398313,0.00038190317,0.0000934705,0.0011427609,0.00016429003,0.00030992212,0.0002589781,0.00023798062,0.0002226291],"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":[0.00026162155,0.00020444952,0.0012285296,0.0013756913,0.00031556093,0.000596869,0.0037881082,0.0000075999956,0.00012050468,0.9655393,0.0015503404,0.025011443],"study_design_scores_gemma":[0.002874193,0.00012979582,0.0023946525,0.0029212239,0.00079411466,0.000023288032,0.81738186,0.0015749013,0.000025212092,0.15811156,0.0121914875,0.0015776932],"about_ca_topic_score_codex":0.0008219104,"about_ca_topic_score_gemma":0.0048495275,"teacher_disagreement_score":0.8135938,"about_ca_system_score_codex":0.000050675946,"about_ca_system_score_gemma":0.000036945585,"threshold_uncertainty_score":0.99986327},"labels":[],"label_agreement":null},{"id":"W2531909520","doi":"","title":"Potential and Observed Release of Phosphorus from Crop Residue and Cover Crops Over the Non-growing Season in a Cool Temperate Region","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crop Yield and Soil Fertility","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":"Temperate climate; Environmental science; Agronomy; Residue (chemistry); Cover crop; Cover (algebra); Growing season; Crop; Crop residue; Phosphorus; Agroforestry; Geography; Biology; Agriculture; Chemistry; Engineering; Botany; Archaeology","score_opus":0.01056579358548778,"score_gpt":0.17953584296489108,"score_spread":0.1689700493794033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531909520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99837226,0.00035722894,2.3294483e-7,0.0008520197,0.0000785325,0.00020185522,0.00009107717,0.000009727729,0.000037085974],"genre_scores_gemma":[0.980596,0.00060875516,0.000008853542,0.00002037662,0.000031924414,3.1869993e-7,0.000116544834,0.0000015896437,0.018615626],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991199,0.00008826109,0.00012583777,0.00033281368,0.0001656223,0.00016755989],"domain_scores_gemma":[0.99950695,0.000087683016,0.00016622708,0.00009393236,0.00008135805,0.000063867374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011433499,0.00016218582,0.00030686654,0.000018759265,0.00020030506,0.000029552235,0.00018774514,0.0002369792,0.000103383594],"category_scores_gemma":[0.000020268324,0.000070020746,0.00008976587,0.000106680985,0.00013908076,0.00019783477,0.000078353165,0.00015386946,0.0000020757839],"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":[0.0067599784,0.00022804318,0.20407496,0.00021719106,0.00014794631,0.00015292117,0.03985194,0.000007087414,0.71634454,0.00003784078,0.00120357,0.030973999],"study_design_scores_gemma":[0.00056044094,0.00009217517,0.9757609,0.00024953435,0.0000528503,8.294674e-7,0.01754486,0.00007265841,0.0052845064,0.00008234459,0.00014035158,0.00015855735],"about_ca_topic_score_codex":0.2366031,"about_ca_topic_score_gemma":0.106169224,"teacher_disagreement_score":0.7716859,"about_ca_system_score_codex":0.000021231623,"about_ca_system_score_gemma":0.000017097705,"threshold_uncertainty_score":0.9101409},"labels":[],"label_agreement":null},{"id":"W2533766694","doi":"","title":"Continuing the Narrative of Silo No. 5","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Silo; Narrative; Engineering; History; Visual arts; Architectural engineering; Archaeology; Art; Literature","score_opus":0.007257021324281945,"score_gpt":0.18314242640169712,"score_spread":0.17588540507741518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533766694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924192,0.00022242156,0.00039930976,0.000060720347,0.00038519062,0.00021007913,0.000039464165,0.00008045373,0.006183162],"genre_scores_gemma":[0.70686334,0.0001253291,0.00043610478,0.0000033358983,0.00006465342,3.795832e-7,0.000059624188,0.000033012195,0.29241422],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993329,0.00004386764,0.00010179789,0.00015345652,0.00018790728,0.00018008643],"domain_scores_gemma":[0.9993526,0.00007314557,0.00012612046,0.0002462975,0.00015960853,0.000042250915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008780289,0.00019101851,0.0003270707,0.00012307431,0.000107701904,0.0000063403872,0.00032592943,0.00018416336,0.00016151981],"category_scores_gemma":[0.00001371506,0.00015110441,0.0001493822,0.00006678536,0.0000958795,0.00009169491,0.000026380314,0.00020895572,0.00004813765],"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":[0.000251878,0.000025470034,0.0001319636,0.0006652413,0.00035405342,0.000014907533,0.933429,0.0007480801,0.051190697,0.00011797327,0.0047147083,0.008356032],"study_design_scores_gemma":[0.0034091247,0.00058729644,0.011378234,0.0030134344,0.00080919295,0.000007727611,0.8707867,0.004810211,0.092424974,0.0027647386,0.0079187425,0.002089619],"about_ca_topic_score_codex":0.001963661,"about_ca_topic_score_gemma":0.006635145,"teacher_disagreement_score":0.28623107,"about_ca_system_score_codex":0.00002731303,"about_ca_system_score_gemma":0.000020056483,"threshold_uncertainty_score":0.6161859},"labels":[],"label_agreement":null},{"id":"W2534001786","doi":"","title":"The ecological effects of the cleared boundaries of Bruce Peninsula National Park","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Parks Canada","keywords":"Clearance; National park; Peninsula; Geography; Ecology; Environmental ethics; Archaeology; Biology; Philosophy; Medicine","score_opus":0.00472552325022696,"score_gpt":0.1873939206322078,"score_spread":0.18266839738198085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2534001786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99665654,0.000024423742,0.000002027675,0.0009823292,0.0002457742,0.00022068611,0.000011286283,0.000007897915,0.0018490327],"genre_scores_gemma":[0.9077633,0.0000366962,0.00012770192,0.000025828602,0.0000096957465,5.5144847e-7,0.000038638573,0.0000049867554,0.09199262],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990845,0.00009838221,0.00013138517,0.00016128468,0.00040893076,0.00011555033],"domain_scores_gemma":[0.999183,0.00013843669,0.000384022,0.00018984346,0.0000809233,0.000023748627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013863566,0.00010918341,0.00017567899,0.000033472934,0.00048571953,0.000020908963,0.00041349884,0.00013397727,0.00020996787],"category_scores_gemma":[0.000083701685,0.0000793094,0.00015090605,0.00017210544,0.00044994062,0.00014711743,0.00007444582,0.00015456809,0.000017696362],"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":[0.0048128287,0.0031446188,0.24023384,0.0013440658,0.0013074987,0.00003869499,0.28446022,0.003639899,0.19608195,0.016702184,0.18414542,0.06408878],"study_design_scores_gemma":[0.00027921624,0.00014624085,0.9776978,0.00008363849,0.000068916816,0.0000012358026,0.0117913205,0.00027723168,0.003947722,0.0006593214,0.0049387105,0.00010866416],"about_ca_topic_score_codex":0.014038808,"about_ca_topic_score_gemma":0.037840582,"teacher_disagreement_score":0.73746395,"about_ca_system_score_codex":0.000099248115,"about_ca_system_score_gemma":0.00007615329,"threshold_uncertainty_score":0.99252677},"labels":[],"label_agreement":null},{"id":"W2535365207","doi":"","title":"\"I'm finally there\": An examination of a feminist program working to change the dynamics of women's poverty","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gender, Labor, and Family 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":"Poverty; Dynamics (music); Gender studies; Sociology; Political science; Economic growth; Pedagogy; Economics","score_opus":0.020217412370490705,"score_gpt":0.2481912860990694,"score_spread":0.2279738737285787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535365207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949795,0.00002862643,0.000010494836,0.00047944527,0.00037554846,0.00078019884,0.00006565099,0.0000391226,0.0032414042],"genre_scores_gemma":[0.94938016,0.0001305397,0.001004044,0.000034483182,0.00006238402,0.000004883524,0.00027914575,0.000021236705,0.04908313],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984395,0.00018644321,0.00016530568,0.00028473095,0.00055059657,0.00037343547],"domain_scores_gemma":[0.9985738,0.00006140077,0.0004900304,0.00034634804,0.00039587173,0.00013256517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008156477,0.00018805376,0.00037614704,0.00021843269,0.00036571655,0.000031073967,0.0008046779,0.00042771306,0.00006349934],"category_scores_gemma":[0.00004089099,0.00018240826,0.00012341113,0.0005135311,0.00026442853,0.0001692116,0.000059939182,0.0002765018,0.0000026184623],"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":[0.000089218316,0.00022694924,0.0048361677,0.00014738999,0.00005518163,0.0000029842104,0.9306148,0.000004298611,0.00023209429,0.0044489168,0.000022676188,0.05931928],"study_design_scores_gemma":[0.00018715065,0.00029477203,0.17231406,0.00010997346,0.00006845949,1.5129721e-7,0.82527405,0.00033442292,0.000018429278,0.00018042568,0.0010321242,0.00018596977],"about_ca_topic_score_codex":0.04815601,"about_ca_topic_score_gemma":0.5863736,"teacher_disagreement_score":0.5382176,"about_ca_system_score_codex":0.00024037043,"about_ca_system_score_gemma":0.00021265306,"threshold_uncertainty_score":0.9581824},"labels":[],"label_agreement":null},{"id":"W2536097953","doi":"","title":"Micronutrients in Long-Term Care (LTC): Issues and opportunities for improvement","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Nutrition and Health in Aging","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":"Long-term care; Micronutrient; Term (time); Business; Gerontology; Medicine; Nursing","score_opus":0.028660195346486166,"score_gpt":0.2826432646020628,"score_spread":0.2539830692555766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536097953","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":[0.9946701,0.001438223,0.0000060540565,0.0025810353,0.00019266043,0.00083861285,0.000056393204,0.00002367332,0.00019323562],"genre_scores_gemma":[0.3209224,0.0075965524,0.002084436,0.0003855795,0.000158383,0.0000075879707,0.0057946392,0.000061188075,0.66298926],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992201,0.00001965038,0.00014263533,0.00025573873,0.00014648204,0.00021544257],"domain_scores_gemma":[0.9993486,0.000016651424,0.00015550577,0.00015338552,0.00020343924,0.00012241954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097815806,0.00016179487,0.00043834813,0.00035092325,0.00010639707,0.000009795499,0.00008023519,0.00019870033,0.000057237416],"category_scores_gemma":[0.000004765565,0.0001900576,0.00007949049,0.000041212887,0.00005366336,0.00006624034,0.00002446097,0.00014729638,0.00000253155],"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":[0.0072028674,0.00088425155,0.09272793,0.12806626,0.00042128182,0.00045183365,0.5564733,7.7930315e-7,0.016990053,0.00095466885,0.0136578195,0.18216895],"study_design_scores_gemma":[0.015239621,0.0021195617,0.18065518,0.00872942,0.00061288156,0.000009527916,0.762969,0.000036826277,0.009760977,0.00014292446,0.018973295,0.00075073977],"about_ca_topic_score_codex":0.005055978,"about_ca_topic_score_gemma":0.01813476,"teacher_disagreement_score":0.6737477,"about_ca_system_score_codex":0.00010642476,"about_ca_system_score_gemma":0.000080356716,"threshold_uncertainty_score":0.9997817},"labels":[],"label_agreement":null},{"id":"W2536311096","doi":"","title":"Investigating the Effects of Controllable Parameters on Cold-wire Gas Tungsten Arc Weld Bead Geometry","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Welding Techniques and Residual Stresses","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 Centres of Excellence","keywords":"Tungsten; Materials science; Arc (geometry); Geometry; Bead; Welding; Mechanical engineering; Structural engineering; Metallurgy; Engineering; Composite material; Mathematics","score_opus":0.006807199315836423,"score_gpt":0.18277398990496016,"score_spread":0.17596679058912373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536311096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99742055,0.0007446528,0.0000056261842,0.00014187345,0.00037684132,0.00043368046,0.00002599475,0.00016499417,0.0006858056],"genre_scores_gemma":[0.97449374,0.000369564,0.0010157637,0.000012919525,0.000043589924,0.0000024163105,0.00009825938,0.000051938943,0.023911782],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999036,0.000049389782,0.00014292507,0.00018423569,0.0002779971,0.00030941766],"domain_scores_gemma":[0.9990277,0.00028889786,0.00020140871,0.00031912813,0.00007262389,0.00009018726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012796461,0.00026381994,0.0004726768,0.00021531999,0.00014078316,0.000016589242,0.00040301244,0.00031891253,0.00002815666],"category_scores_gemma":[0.000057134945,0.00022955902,0.00016939791,0.00022278269,0.000106673666,0.00010209597,0.000042657517,0.00035683985,0.000009499749],"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":[0.0005629481,0.0005188997,0.010244506,0.035662696,0.004157385,0.00014015473,0.17203917,0.025634184,0.6541924,0.0015914966,0.07664019,0.018615996],"study_design_scores_gemma":[0.0013742821,0.00062017166,0.010328512,0.0042806705,0.00081388326,0.0000025728518,0.031449344,0.0006767897,0.94812155,0.00029173237,0.0011564622,0.0008840022],"about_ca_topic_score_codex":0.010783627,"about_ca_topic_score_gemma":0.0027573814,"teacher_disagreement_score":0.2939292,"about_ca_system_score_codex":0.00005926728,"about_ca_system_score_gemma":0.000020189927,"threshold_uncertainty_score":0.99580365},"labels":[],"label_agreement":null},{"id":"W2536705160","doi":"","title":"Optimization of Forged Magnesium Structural Automotive Components","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aluminum Alloys Composites Properties","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":"Automotive industry; Magnesium; Manufacturing engineering; Automotive engineering; Engineering; Metallurgy; Mechanical engineering; Materials science; Aerospace engineering","score_opus":0.00703725876368713,"score_gpt":0.1704381360322811,"score_spread":0.16340087726859398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536705160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99780184,0.00012899155,0.00024252906,0.000044575685,0.00051273766,0.00024327368,0.00007378662,0.0001592139,0.00079303427],"genre_scores_gemma":[0.89706075,0.000047255508,0.0041040904,0.0000014679961,0.000025629397,3.644043e-7,0.00056245015,0.000055037108,0.098142944],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991531,0.000031402727,0.00016127879,0.00020181214,0.00024165897,0.00021076741],"domain_scores_gemma":[0.9992397,0.000019194933,0.00017709054,0.00024051292,0.0002675671,0.00005596017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000040007235,0.00025070488,0.000415072,0.0002515335,0.00008208301,0.0000081435865,0.00034344406,0.00023971556,0.00027350828],"category_scores_gemma":[0.0000058090654,0.00025623883,0.00013026595,0.000110222354,0.000080728285,0.0002746876,0.000045044155,0.00013231975,0.000019415527],"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":[0.0012319613,0.00010050071,0.0030803215,0.0059699826,0.0012551044,0.000053434444,0.25023732,0.19688332,0.5356707,0.00016877585,0.0013984016,0.0039501707],"study_design_scores_gemma":[0.0075855185,0.000958814,0.08653421,0.0028368614,0.0017472832,0.000018283572,0.13276155,0.38446006,0.37865674,0.0003600883,0.00019603684,0.0038845225],"about_ca_topic_score_codex":0.0020526217,"about_ca_topic_score_gemma":0.0017471206,"teacher_disagreement_score":0.18757674,"about_ca_system_score_codex":0.00010631352,"about_ca_system_score_gemma":0.000025097688,"threshold_uncertainty_score":0.999989},"labels":[],"label_agreement":null},{"id":"W2537076821","doi":"","title":"Silent Partners in Care: Examining Care Transitions for Caregivers of Hip Fracture and Stroke Patients","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hip and Femur Fractures","field":"Medicine","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":"Hip fracture; Stroke (engine); Medicine; Psychology; Physical therapy; Physical medicine and rehabilitation; Osteoporosis; Internal medicine; Engineering","score_opus":0.014152145893784475,"score_gpt":0.23306719635219855,"score_spread":0.21891505045841408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537076821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997775,0.0005143852,0.000008912961,0.00007999524,0.00010676943,0.000672619,0.00030103032,0.000014918941,0.0005263677],"genre_scores_gemma":[0.98190176,0.00010094231,0.00045555827,0.000018523237,0.000016751457,0.0000015670425,0.0027875248,0.000022855902,0.014694488],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99915236,0.000027328255,0.00013227854,0.000292195,0.00019862285,0.00019723369],"domain_scores_gemma":[0.99915886,0.00003162219,0.00019075604,0.00018093093,0.00033316686,0.00010467021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003169629,0.00020831855,0.0005036679,0.00034508324,0.000082473,0.0000034420318,0.000098157565,0.00037791266,0.0000582062],"category_scores_gemma":[0.000011464754,0.0002257446,0.00014315093,0.00008070515,0.00008199386,0.00008910102,0.0000108178065,0.00023154079,8.468747e-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":[0.0011503088,0.000092241586,0.023713559,0.002458851,0.00014312055,0.00002002549,0.9669859,0.000018235925,0.0009017586,0.000012014726,0.00032487023,0.004179132],"study_design_scores_gemma":[0.0031963047,0.0006739361,0.1351336,0.00059459393,0.000604081,4.88547e-7,0.856456,0.0000053253057,0.0025134867,0.0000048902634,0.0006127004,0.0002046168],"about_ca_topic_score_codex":0.014217926,"about_ca_topic_score_gemma":0.034298833,"teacher_disagreement_score":0.111420035,"about_ca_system_score_codex":0.000084607535,"about_ca_system_score_gemma":0.00011071509,"threshold_uncertainty_score":0.99234647},"labels":[],"label_agreement":null},{"id":"W2537296190","doi":"","title":"Hybrid Transparent Conductive Oxide Nanostructured Materials for Photovoltaic Applications","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Transition Metal Oxide Nanomaterials","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Al-Azhar University; University of Waterloo","keywords":"Photovoltaic system; Materials science; Transparent conducting film; Electrical conductor; Nanotechnology; Oxide; Engineering physics; Optoelectronics; Composite material; Engineering; Electrical engineering; Metallurgy","score_opus":0.02151007931730081,"score_gpt":0.24300462425177774,"score_spread":0.22149454493447693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537296190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98908806,0.00012683074,0.0002507424,0.00009332288,0.0013715243,0.0023371603,0.0064995666,0.00016872407,0.00006404553],"genre_scores_gemma":[0.84859234,0.00008816322,0.03280945,0.000053052492,0.00016390941,0.000111341054,0.011251475,0.00019191322,0.10673832],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99753237,0.00015879144,0.00044585232,0.00078385,0.00061947544,0.0004596715],"domain_scores_gemma":[0.99746954,0.0000515229,0.00072935113,0.0005451367,0.0010242562,0.0001802077],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005451074,0.0004758735,0.0010917595,0.00029536843,0.00026219862,0.00007301611,0.00069914595,0.0003632675,0.0012451375],"category_scores_gemma":[0.00003114741,0.0005355342,0.00026253218,0.00013555662,0.00020186731,0.0004038508,0.000033684584,0.000105956766,0.00018048022],"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":[0.000968339,0.00006896053,0.0000015058394,0.0006787223,0.000078456294,0.000008763811,0.010214005,0.000024904875,0.9851702,0.0001477608,0.002541347,0.00009703157],"study_design_scores_gemma":[0.0014402709,0.00013553946,0.0002618343,0.00013883444,0.00045863405,0.000007917054,0.016515568,0.0000043452283,0.9755779,0.002121349,0.0028049306,0.00053288357],"about_ca_topic_score_codex":0.009099556,"about_ca_topic_score_gemma":0.0058807274,"teacher_disagreement_score":0.14049572,"about_ca_system_score_codex":0.00023562422,"about_ca_system_score_gemma":0.00035433282,"threshold_uncertainty_score":0.9997096},"labels":[],"label_agreement":null},{"id":"W2540534323","doi":"","title":"Automated Storage Layout For Database Systems","year":2011,"lang":"en","type":"book","venue":"UWSpace (University of Waterloo)","topic":"Advanced Data Storage 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":"University of Waterloo","keywords":"Database; Workload; Computer science; Database tuning; Information repository; Computer data storage; Database design; Converged storage; Database testing; Storage area network; Database administrator; Distributed computing; View; Operating system","score_opus":0.02360760125376264,"score_gpt":0.21120006410297565,"score_spread":0.18759246284921302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540534323","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":[0.0038819714,0.0021807938,0.9452359,0.0011232754,0.0032210469,0.004263405,0.0072188308,0.015763316,0.017111426],"genre_scores_gemma":[0.0002129123,0.000062295716,0.119718276,0.000012109379,0.000033618064,0.000001935835,0.00049033505,0.000037963528,0.87943053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817115,0.00004027415,0.0001859787,0.0008279328,0.0003241246,0.00045053835],"domain_scores_gemma":[0.99690175,0.000095652504,0.00053261465,0.0021148482,0.00024219202,0.00011296773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002209883,0.00038728045,0.00066205085,0.00049419305,0.00021356673,0.000048660713,0.0034400742,0.00046536943,0.000021028942],"category_scores_gemma":[0.000033900655,0.00044594868,0.00017071604,0.00017589297,0.00032056446,0.0011437451,0.0017052338,0.00031798094,0.00013912117],"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":[0.00012087606,0.00017060587,0.000009843615,0.001993082,0.0004866484,0.00084898307,0.025298273,0.0006172163,0.00094569754,0.25407797,0.71143323,0.0039975895],"study_design_scores_gemma":[0.0043706293,0.0014344166,0.000044886707,0.002281288,0.0006141881,0.00011969032,0.019195605,0.2654029,0.00080978073,0.0123648085,0.6892,0.004161809],"about_ca_topic_score_codex":0.0036751449,"about_ca_topic_score_gemma":0.0010893873,"teacher_disagreement_score":0.8623191,"about_ca_system_score_codex":0.00029268867,"about_ca_system_score_gemma":0.00025281907,"threshold_uncertainty_score":0.99979925},"labels":[],"label_agreement":null},{"id":"W2541022073","doi":"","title":"Study of realistic devices for quantum key-distribution","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Information and Cryptography","field":"Computer 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 Waterloo","keywords":"Quantum key distribution; Computer science; Key (lock); Bridging (networking); Formalism (music); Electronic engineering; Measurement device; Quantum; Detector; Scheme (mathematics); Imperfect; Computer engineering; Engineering; Computer security; Telecommunications; Physics; Mathematics; Quantum mechanics","score_opus":0.020231362725673007,"score_gpt":0.22478825023626192,"score_spread":0.20455688751058893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541022073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99088657,0.00003350739,0.007460188,0.00005389558,0.00035111216,0.0005746303,0.00010277428,0.00007439957,0.00046291744],"genre_scores_gemma":[0.9839755,0.000034159893,0.002562599,0.000009091022,0.000014159923,0.0000024072654,0.0011543472,0.000011620223,0.012236109],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989904,0.00004668895,0.00022744975,0.00026295622,0.00028406995,0.00018844093],"domain_scores_gemma":[0.99837995,0.000038064223,0.00062567595,0.00043353887,0.00045633147,0.000066425775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018797949,0.0001791088,0.00035704236,0.0002956449,0.00017241569,0.000024077428,0.0008977332,0.00016280745,0.00002326935],"category_scores_gemma":[0.000011948373,0.00019975528,0.00017878805,0.00035206205,0.00004727563,0.00049988745,0.00006558116,0.00010321667,0.000011490691],"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":[0.0005873745,0.0012348794,0.0013035744,0.0017637414,0.00047543857,0.000015002683,0.7331736,0.000042197567,0.00030192512,0.24787082,0.005522472,0.007708958],"study_design_scores_gemma":[0.0037977633,0.003286417,0.07423664,0.0004435307,0.00058337406,0.0000039569704,0.8962107,0.009401296,0.0014368659,0.0070393435,0.0024873824,0.0010727701],"about_ca_topic_score_codex":0.013458944,"about_ca_topic_score_gemma":0.025841681,"teacher_disagreement_score":0.24083148,"about_ca_system_score_codex":0.000022137603,"about_ca_system_score_gemma":0.00007033925,"threshold_uncertainty_score":0.99311054},"labels":[],"label_agreement":null},{"id":"W2541843619","doi":"","title":"The Regional Integration of Protected Areas: A Study of Canada's National Parks","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","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":"Department of Environment and Conservation, Government of Newfoundland and Labrador; Nature Conservancy of Canada; University of Waterloo; Strong; Department of Natural Resources, Government of Newfoundland and Labrador; United Nations Educational, Scientific and Cultural Organization","keywords":"Regional science; Geography; Environmental planning; Environmental protection; Political science; Environmental resource management; Environmental science","score_opus":0.038116484829905775,"score_gpt":0.1817364132944422,"score_spread":0.14361992846453642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541843619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800843,0.00014253453,0.000008547259,0.00019348586,0.000118469194,0.00041485412,0.000104046616,0.00000380062,0.0010058152],"genre_scores_gemma":[0.94085276,0.0001771305,0.00010216556,0.000004128999,0.0000128575475,0.000002453914,0.00032582605,0.000010035723,0.058512617],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99921113,0.000025669664,0.00032644396,0.00021413215,0.000117981224,0.00010463408],"domain_scores_gemma":[0.9986849,0.000038909762,0.0009827063,0.00016803673,0.000097501856,0.000027978193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021955177,0.000117106036,0.00032201712,0.00013898434,0.00016629932,0.0000042726756,0.00022450095,0.000110907255,0.00010070499],"category_scores_gemma":[0.000030662588,0.00012976243,0.000081457016,0.00009720985,0.00006832204,0.00009912425,0.000021633017,0.00011920201,0.0000052566816],"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":[0.0026605218,0.003458003,0.20599104,0.0008080466,0.0032307021,0.000018924946,0.69726086,0.0053210002,0.0023913851,0.036947794,0.035648745,0.0062629804],"study_design_scores_gemma":[0.0012276327,0.00029353748,0.82136506,0.00007560957,0.000036953632,0.000001312076,0.17270371,0.0013136256,0.00034117122,0.0017087669,0.00066826213,0.00026436252],"about_ca_topic_score_codex":0.6516261,"about_ca_topic_score_gemma":0.8646059,"teacher_disagreement_score":0.615374,"about_ca_system_score_codex":0.0002598426,"about_ca_system_score_gemma":0.00016556456,"threshold_uncertainty_score":0.5291558},"labels":[],"label_agreement":null},{"id":"W2541901577","doi":"","title":"On the Path to Material Re-Use: Navigating the complexity of material sustainability for architectural practice","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Architecture and Computational 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":"Sustainability; Architectural engineering; Path (computing); Computer science; Construction engineering; Engineering; Programming language","score_opus":0.013490283311082672,"score_gpt":0.22567200021573383,"score_spread":0.21218171690465115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541901577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928395,0.000004370765,0.0013459508,0.0036854271,0.00046697303,0.0010052181,0.0004795122,0.00006184549,0.00011116755],"genre_scores_gemma":[0.99257255,0.0000024406688,0.002952115,0.00004577369,0.0001204401,0.0000060867233,0.0003523985,0.00003613374,0.003912083],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989398,0.00015773805,0.00017158828,0.00022314822,0.00026828147,0.00023945826],"domain_scores_gemma":[0.9984123,0.00072776567,0.00018371035,0.00031888057,0.00031139818,0.00004594434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002866708,0.00022353184,0.0002909188,0.000058170823,0.00027184174,0.000033941647,0.00042602408,0.00011764815,0.00007922703],"category_scores_gemma":[0.00017860792,0.00014757436,0.0001427624,0.00009641118,0.00016159902,0.0001065651,0.00005608672,0.00021896984,0.0000043176315],"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":[0.025318332,0.00030603295,0.000054434102,0.006807232,0.0017398606,0.00005248694,0.7067753,0.04826101,0.09165492,0.055550423,0.012984734,0.050495222],"study_design_scores_gemma":[0.004992463,0.004510378,0.027465222,0.005006457,0.0018009666,0.000049717924,0.48335755,0.011082144,0.18905698,0.2612972,0.0071867127,0.0041942196],"about_ca_topic_score_codex":0.0042190524,"about_ca_topic_score_gemma":0.0017705134,"teacher_disagreement_score":0.22341776,"about_ca_system_score_codex":0.00009933037,"about_ca_system_score_gemma":0.000064037864,"threshold_uncertainty_score":0.63779736},"labels":[],"label_agreement":null},{"id":"W2542539319","doi":"","title":"Waterfront Toronto's Design Review Panel: A Case for Clear Indicators","year":2015,"lang":"en","type":"review","venue":"UWSpace (University of Waterloo)","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":"Engineering; Regional science; Transport engineering; Geography","score_opus":0.09657424561091855,"score_gpt":0.3174215785044531,"score_spread":0.22084733289353453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542539319","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":[0.00022170598,0.9959313,0.00008525562,0.00028729893,0.0002148167,0.0026091365,0.00015696931,0.00009748525,0.00039597505],"genre_scores_gemma":[0.000023620172,0.9488277,0.0016613443,0.000019349702,0.00010339516,0.00000558199,0.00008857624,0.000032229174,0.049238224],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764663,0.00053545646,0.0003352719,0.0005616123,0.0004076367,0.00051340275],"domain_scores_gemma":[0.9982901,0.0001183413,0.0005439067,0.00049030303,0.00019584918,0.00036149155],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019468637,0.00034963957,0.0017605649,0.00011608234,0.00050861505,0.00003109571,0.00088462996,0.00044171946,0.00071472744],"category_scores_gemma":[0.000044452565,0.00032310977,0.0007156636,0.00028965928,0.00043025898,0.0004972476,0.00008893855,0.00020463292,0.000047648977],"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":[0.000050697377,0.00014042044,0.0000324593,0.040245615,0.00026448592,0.00047175042,0.06353116,2.031471e-7,6.5843956e-8,0.00011769503,0.021828111,0.87331736],"study_design_scores_gemma":[0.00023133884,0.00011101471,0.0000023782495,0.0068349615,0.001764181,0.000008480656,0.017193718,9.280551e-7,2.0581139e-7,0.000043388987,0.9734236,0.00038580157],"about_ca_topic_score_codex":0.17428918,"about_ca_topic_score_gemma":0.14858893,"teacher_disagreement_score":0.9515955,"about_ca_system_score_codex":0.00058095984,"about_ca_system_score_gemma":0.0007906737,"threshold_uncertainty_score":0.9999221},"labels":[],"label_agreement":null},{"id":"W2543069241","doi":"","title":"Comparing knee joint kinematics, kinetics and cumulative load between healthy-weight and obese young adults","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Lower Extremity Biomechanics and Pathologies","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":"Kinematics; Knee Joint; Medicine; Physical medicine and rehabilitation; Physical therapy; Physics; Surgery","score_opus":0.023002702255869766,"score_gpt":0.20119719192343222,"score_spread":0.17819448966756246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543069241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99744785,0.00074776623,0.00007896906,0.000031699583,0.00027494153,0.000261596,0.00016906693,0.00011557556,0.00087252224],"genre_scores_gemma":[0.9784173,0.0013958191,0.0045160255,0.0000032884025,0.000052272517,7.011977e-7,0.0007049494,0.000050981867,0.01485871],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99902445,0.000025683486,0.00019045864,0.00030161097,0.00019188141,0.00026594396],"domain_scores_gemma":[0.99931955,0.0000372119,0.00016299036,0.00022324688,0.00012936215,0.00012765353],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010026044,0.00029973805,0.0005971235,0.00021434341,0.000099978126,0.000022934151,0.00014805065,0.0003230301,0.000059743918],"category_scores_gemma":[0.000013105471,0.00033943704,0.00006874585,0.000100700854,0.00007201662,0.00013106507,0.00009737607,0.00027732152,0.000009016061],"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":[0.00064106914,0.00021646963,0.021397583,0.017360914,0.0012087103,0.00020610943,0.92324036,0.00018381492,0.007986869,0.00077826035,0.0036419008,0.023137912],"study_design_scores_gemma":[0.010271968,0.0027021694,0.4888489,0.010132258,0.0024454845,0.0000549194,0.4004281,0.06088647,0.011475028,0.0050880816,0.0018216018,0.00584503],"about_ca_topic_score_codex":0.008060629,"about_ca_topic_score_gemma":0.023939067,"teacher_disagreement_score":0.5228123,"about_ca_system_score_codex":0.000066920446,"about_ca_system_score_gemma":0.000019130082,"threshold_uncertainty_score":0.99990577},"labels":[],"label_agreement":null},{"id":"W2544462376","doi":"","title":"Characterization and Modeling of Selected Antiandrogens and Pharmaceuticals in Highly Impacted Reaches of Grand River Watershed in Southern Ontario","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Water Nutrient Dynamics","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":"Antiandrogens; Watershed; Geography; Environmental science; Medicine; Antiandrogen; Computer science","score_opus":0.011330377996396634,"score_gpt":0.19318309316032212,"score_spread":0.18185271516392548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544462376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995815,0.000016458987,0.000007993895,0.00004264785,0.000021792372,0.00026336234,0.000039795872,0.0000076002293,0.000018809831],"genre_scores_gemma":[0.9933243,0.0001404933,0.00019043725,0.0000021808792,0.0000019237152,3.416346e-7,0.00049976335,0.000011845934,0.0058287135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991327,0.00005180777,0.00019874834,0.00026532623,0.00016560013,0.00018582557],"domain_scores_gemma":[0.9996069,0.000011386059,0.0001837839,0.000102364495,0.00003450033,0.000061055485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010331063,0.00016660946,0.0003856355,0.0002078162,0.00003152535,0.0000068579075,0.00011152565,0.00020642957,0.000053133],"category_scores_gemma":[0.0000037834063,0.0001702546,0.00003519311,0.00021223647,0.00014252591,0.00023596469,0.000060133745,0.00015191233,0.0000029049595],"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":[0.00035963586,0.00008312283,0.6578908,0.00013746398,0.000030188814,0.0000050819294,0.26163074,0.0002106569,0.07910573,0.0000012087933,0.0000014678917,0.00054391095],"study_design_scores_gemma":[0.0031029552,0.00014824554,0.91160625,0.00034106488,0.00015723503,0.0000025902862,0.026590051,0.046907548,0.010466415,0.00024919974,0.0000060552507,0.00042239676],"about_ca_topic_score_codex":0.46783334,"about_ca_topic_score_gemma":0.26801842,"teacher_disagreement_score":0.25371546,"about_ca_system_score_codex":0.000070959606,"about_ca_system_score_gemma":0.000018176921,"threshold_uncertainty_score":0.7453383},"labels":[],"label_agreement":null},{"id":"W2550770476","doi":"","title":"Water Soft-path Application in Industrial Systems: A Pulp and Paper Case Study","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Material Properties and Processing","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":"University of Waterloo","keywords":"Pulp (tooth); Engineering; Pulp and paper industry; Dentistry; Medicine","score_opus":0.013579226516636901,"score_gpt":0.20061741983895764,"score_spread":0.18703819332232074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550770476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986328,0.00021473615,0.00001944611,0.000017519853,0.00032273048,0.00055266224,0.000009672523,0.00006738319,0.00016308136],"genre_scores_gemma":[0.9849119,0.000030266025,0.000032143187,0.0000016598763,0.00006840785,0.000002043796,0.00010598603,0.00003056385,0.014817038],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99921376,0.0000335055,0.00016706911,0.00023103647,0.00013432401,0.00022030492],"domain_scores_gemma":[0.9996732,0.0000075266757,0.000058004833,0.00015524829,0.000050167877,0.00005585078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021946125,0.0001967057,0.0003255608,0.00020913641,0.00009684594,0.000045192377,0.000109785724,0.00030855482,0.00003747022],"category_scores_gemma":[0.000002306217,0.00018472332,0.000028758348,0.00008874615,0.000020839168,0.00021428928,0.000030799823,0.00022095632,0.000009230443],"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":[0.0010612922,0.00028380493,0.0037967395,0.0062026884,0.00033762076,0.0032283093,0.8916333,0.0038671237,0.04562693,0.000019132172,0.00050606,0.043437015],"study_design_scores_gemma":[0.0021862937,0.00021473107,0.000485926,0.00048770607,0.0002042804,0.00011218042,0.98332286,0.008657418,0.0019312873,0.000013808495,0.0016615253,0.0007219992],"about_ca_topic_score_codex":0.10367735,"about_ca_topic_score_gemma":0.055980314,"teacher_disagreement_score":0.09168956,"about_ca_system_score_codex":0.00006412839,"about_ca_system_score_gemma":0.000014517817,"threshold_uncertainty_score":0.9612456},"labels":[],"label_agreement":null},{"id":"W2551115038","doi":"","title":"Canada, Great Britain, and the Ukrainian Famine: Failing to Respond to a Humanitarian Crisis, 1932-33","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Famine; Ukrainian; Humanitarian crisis; Political science; Economic history; Development economics; History; Refugee; Law; Economics","score_opus":0.006297347806349198,"score_gpt":0.19205249260602014,"score_spread":0.18575514479967095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551115038","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":[0.9590007,0.00020629795,0.0000012437237,0.032340545,0.00049299485,0.0004936486,0.00029579602,0.000021423573,0.007147333],"genre_scores_gemma":[0.05746308,0.00014020326,0.00007826173,0.0004472609,0.00014139702,0.000001088703,0.000040335177,0.00001710163,0.94167125],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863976,0.00015646406,0.00010488573,0.0003331387,0.00042553307,0.0003402093],"domain_scores_gemma":[0.9990292,0.00008202335,0.000108794855,0.00024817153,0.00018359095,0.00034820667],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004067247,0.00014360822,0.0003081659,0.00055557565,0.0018337697,0.00015895843,0.000502933,0.0001673846,0.00038164432],"category_scores_gemma":[0.000104761144,0.00016120948,0.00008839727,0.0002547389,0.00030065072,0.00015498708,0.00005656745,0.00015166649,0.00003741075],"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":[0.000290889,0.0000054975617,0.000029168232,0.000046637637,0.00005115715,0.00005930992,0.8989867,6.8194436e-7,0.000072092815,0.0019249757,0.09539926,0.0031336392],"study_design_scores_gemma":[0.00032175748,0.000024589332,0.001765606,0.00008358332,0.00006335026,3.9346557e-7,0.37170526,2.6757982e-7,0.0000033434392,0.000052537784,0.6258006,0.00017868426],"about_ca_topic_score_codex":0.9998568,"about_ca_topic_score_gemma":0.9999978,"teacher_disagreement_score":0.93452394,"about_ca_system_score_codex":0.0010075029,"about_ca_system_score_gemma":0.0020100255,"threshold_uncertainty_score":0.9994657},"labels":[],"label_agreement":null},{"id":"W2551915854","doi":"","title":"Evaluation of Gold Nanoparticle-Doxorubicin Conjugates for their Use in Drug Delivery","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Nanoparticle-Based Drug Delivery","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":"Edgewood Chemical Biological Center; Canadian Institutes of Health Research; University of Waterloo; Nova Scotia Health Research Foundation; Cape Breton University; QEII Foundation; Compute Canada; Beatrice Hunter Cancer Research Institute; Cancer Research Institute","keywords":"Doxorubicin; Colloidal gold; Drug delivery; Conjugate; Nanoparticle; Drug; Pharmacology; Nanotechnology; Chemistry; Combinatorial chemistry; Medicine; Materials science; Internal medicine; Mathematics; Chemotherapy","score_opus":0.022953063553042243,"score_gpt":0.2291678596930205,"score_spread":0.20621479613997826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551915854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978575,0.00020458091,0.0000033888227,0.00016667477,0.0003840366,0.00096587796,0.0003317863,0.000041474123,0.00004464175],"genre_scores_gemma":[0.97624266,0.00003889598,0.00047044602,0.000010129957,0.0000227336,0.0000055488053,0.00013092825,0.00003233589,0.02304632],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997687,0.00035349146,0.0003409422,0.0004965432,0.0006928678,0.00042916177],"domain_scores_gemma":[0.9973793,0.00035818169,0.00053462904,0.00044986117,0.0011840813,0.000093952796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018657411,0.00027212885,0.0005621451,0.00035262684,0.00008836107,0.00002628068,0.00043917197,0.00019866902,0.00027287708],"category_scores_gemma":[0.00013544767,0.00026193127,0.00017561979,0.00020741133,0.00016247157,0.00070919533,0.00006544443,0.00009086805,0.00006520187],"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":[0.0008298948,0.00015840704,0.00054011156,0.00019889724,0.00003893553,0.000003890862,0.024223644,0.0001615079,0.97129333,0.000054067903,0.00061533134,0.0018819607],"study_design_scores_gemma":[0.0026110893,0.00013528601,0.001669902,0.0005308697,0.00033467452,4.7286537e-7,0.032632053,0.0012197896,0.96011114,0.00041595777,0.000042581516,0.00029620118],"about_ca_topic_score_codex":0.036501475,"about_ca_topic_score_gemma":0.11667264,"teacher_disagreement_score":0.08017117,"about_ca_system_score_codex":0.0002523004,"about_ca_system_score_gemma":0.000366666,"threshold_uncertainty_score":0.9999833},"labels":[],"label_agreement":null},{"id":"W2552633103","doi":"","title":"Comparing Cold In-Place Recycling (CIR) and Cold In-Place Recycling with Expanded Asphalt Mixture (CIREAM)","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Asphalt; Waste management; Engineering; Forensic engineering; Environmental science; Architectural engineering; Civil engineering; Materials science; Composite material","score_opus":0.015919913254875493,"score_gpt":0.2189917963764235,"score_spread":0.203071883121548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552633103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967769,0.0006557155,0.000034607943,0.000077317774,0.00036287252,0.0007857715,0.000011222678,0.00014470963,0.001150921],"genre_scores_gemma":[0.9714789,0.00062983827,0.0015588505,0.000008129887,0.000050858256,0.00000511077,0.0003611651,0.000085445245,0.025821693],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9979961,0.00008645989,0.0003503772,0.0005195622,0.00054330326,0.00050422933],"domain_scores_gemma":[0.9989692,0.00007639277,0.0002927561,0.0003321474,0.00017322093,0.00015629464],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005907475,0.00046057283,0.0007889999,0.00066399336,0.0001274031,0.000044155026,0.0003100208,0.00047076092,0.000035549758],"category_scores_gemma":[0.000020352483,0.0005648065,0.00005856696,0.0005008566,0.00005644184,0.0007175914,0.000056006316,0.0007377327,0.000016877924],"study_design_candidate":"simulation_or_modeling","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":[0.003247242,0.00037388277,0.1353641,0.0069088247,0.0006680194,0.00033860278,0.35959792,0.4025161,0.08311912,0.00018370613,0.0033300791,0.004352413],"study_design_scores_gemma":[0.02369732,0.0010075372,0.092681065,0.013278192,0.0009947361,0.000024351653,0.41606417,0.40684593,0.03838407,0.00014954952,0.0022358848,0.0046371827],"about_ca_topic_score_codex":0.004686516,"about_ca_topic_score_gemma":0.13958363,"teacher_disagreement_score":0.13489711,"about_ca_system_score_codex":0.0005785068,"about_ca_system_score_gemma":0.00013290215,"threshold_uncertainty_score":0.99968034},"labels":[],"label_agreement":null},{"id":"W2552972985","doi":"","title":"Ethical Leadership for Machiavellians in Business","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ethics in Business and Education","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":"University of Waterloo","keywords":"Ethical leadership; Engineering ethics; Political science; Management; Engineering; Public relations; Economics","score_opus":0.17980886113338465,"score_gpt":0.3476696976381473,"score_spread":0.16786083650476266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552972985","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":[0.91917557,0.00015065848,0.000948137,0.07447278,0.0027169238,0.00054728077,0.000098727054,0.000035278103,0.0018546585],"genre_scores_gemma":[0.16989914,0.00020369996,0.0018693529,0.00013388704,0.00014767933,0.0000019672166,0.0002402109,0.00003030689,0.82747376],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977476,0.00015555868,0.00030642594,0.0005988751,0.0008601972,0.0003313654],"domain_scores_gemma":[0.9960618,0.0014926348,0.00043421256,0.0004989047,0.0014328279,0.00007961308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021220725,0.00020947428,0.0004923966,0.0007351423,0.00022366013,0.00006341185,0.0009894322,0.0011510396,0.00062755565],"category_scores_gemma":[0.001496392,0.00018336393,0.00017216851,0.00062958384,0.00019972186,0.00025277372,0.000045609562,0.0005460051,0.00018977997],"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":[0.0030016906,0.0005979129,0.012691256,0.0031188608,0.00015537707,0.000052126154,0.756655,0.00017569486,0.0068798703,0.050120395,0.05592888,0.110622965],"study_design_scores_gemma":[0.002032746,0.00010906282,0.16724859,0.0017300512,0.00012320506,0.000002778908,0.7150548,0.00021297486,0.0010152803,0.09832884,0.013171758,0.0009698912],"about_ca_topic_score_codex":0.010582486,"about_ca_topic_score_gemma":0.14618556,"teacher_disagreement_score":0.8256191,"about_ca_system_score_codex":0.00009182114,"about_ca_system_score_gemma":0.0005008245,"threshold_uncertainty_score":0.99600613},"labels":[],"label_agreement":null},{"id":"W2553758039","doi":"","title":"An Automatic Image Recognition System for Winter Road Condition Monitoring","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"SAFER; Road surface; Reliability (semiconductor); Transport engineering; Condition monitoring; Plan (archaeology); Computer science; Engineering; Civil engineering; Computer security; Geography","score_opus":0.008615081284650715,"score_gpt":0.20120121054296636,"score_spread":0.19258612925831564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553758039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955667,0.000034143264,0.00039164547,0.0000028423033,0.0024613705,0.00038797894,0.00009392858,0.0004107987,0.0006505901],"genre_scores_gemma":[0.9793174,0.00003174942,0.0070887185,7.4743826e-7,0.0003610965,0.0000062007243,0.0013275354,0.000087120956,0.011779387],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991968,0.000019425288,0.0001530559,0.00023108462,0.00012908941,0.00027049927],"domain_scores_gemma":[0.99933636,0.000010681513,0.00014483472,0.00022524655,0.0002102264,0.000072661],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000082344144,0.00025106623,0.00034073836,0.00024577294,0.00013100813,0.00002766843,0.00021318161,0.00029064048,0.00005319943],"category_scores_gemma":[0.000003985034,0.00030602026,0.00014693904,0.00006958069,0.000024956329,0.00049853744,0.000009357245,0.00018146572,0.000036622907],"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":[0.0005001162,0.000094214665,0.00051463355,0.019729406,0.0009550685,0.00011087352,0.26444343,0.0005466085,0.52622145,0.000068643916,0.0016778581,0.18513766],"study_design_scores_gemma":[0.0019061768,0.0004053535,0.016996764,0.0054823984,0.0008951197,0.000016208549,0.48936394,0.008212807,0.47485062,0.00033926798,0.00012849024,0.001402869],"about_ca_topic_score_codex":0.001887614,"about_ca_topic_score_gemma":0.0009370975,"teacher_disagreement_score":0.2249205,"about_ca_system_score_codex":0.00017248384,"about_ca_system_score_gemma":0.000018140936,"threshold_uncertainty_score":0.9999392},"labels":[],"label_agreement":null},{"id":"W2553910595","doi":"","title":"A Foundation for Spatial Thinking: Towards a Threshold Concept Framework in GIScience and its Implications for STEM Education","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geography Education and Pedagogy","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":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Foundation (evidence); Mathematics education; Geography; Psychology","score_opus":0.03360506056725243,"score_gpt":0.3222054776207911,"score_spread":0.28860041705353867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553910595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708172,0.00033064093,0.001872437,0.021466691,0.0014627321,0.0023375964,0.00012960807,0.00004937708,0.0015337256],"genre_scores_gemma":[0.8403104,0.00037088396,0.0029543852,0.00007739753,0.00024305009,0.000045633413,0.00046182596,0.000018654018,0.15551779],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989924,0.000055443295,0.00014008138,0.00036978407,0.00018733763,0.00025494082],"domain_scores_gemma":[0.99876374,0.00016503123,0.00029621896,0.00015651122,0.00051677536,0.00010174499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038423945,0.00013553267,0.00022137431,0.0003297907,0.00074858166,0.00006202043,0.00035533664,0.00031347893,0.0000837964],"category_scores_gemma":[0.00009311066,0.00015118287,0.00010686003,0.000227318,0.00015760852,0.000327013,0.000018684525,0.0000992893,0.000003371806],"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":[0.00013638224,0.0001498117,0.00566948,0.00020472269,0.000029565674,7.717309e-8,0.67739785,0.0000022092238,0.00032625647,0.21614818,0.000499805,0.09943568],"study_design_scores_gemma":[0.0010038682,0.00020828235,0.11429595,0.00063598505,0.00015070458,4.1983682e-7,0.7764756,0.00006516819,0.00028785577,0.08363144,0.022654796,0.0005899027],"about_ca_topic_score_codex":0.037736118,"about_ca_topic_score_gemma":0.15400736,"teacher_disagreement_score":0.15398407,"about_ca_system_score_codex":0.00011329606,"about_ca_system_score_gemma":0.0012194134,"threshold_uncertainty_score":0.9686717},"labels":[],"label_agreement":null},{"id":"W2555299432","doi":"","title":"Concentrations and Latitudinal Variations of PBDEs in First Nation Peoples of the James Bay Region","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Bay; Oceanography; Geography; Climatology; Physical geography; Geology","score_opus":0.011785209303315917,"score_gpt":0.20327893514350362,"score_spread":0.1914937258401877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555299432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99837935,0.00003699722,0.00004057665,0.00058333087,0.00008161672,0.0001990496,0.000059694357,0.0000061679402,0.00061320106],"genre_scores_gemma":[0.98518085,0.00013793919,0.0004898735,0.0000036188965,0.000005447314,9.326611e-8,0.000013392465,0.000006489776,0.014162308],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99928296,0.000041930616,0.00014720985,0.00015961546,0.0002458887,0.00012240763],"domain_scores_gemma":[0.99934906,0.000083691964,0.0003533992,0.00016988939,0.000010750504,0.000033206165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012503324,0.000103750805,0.00019301425,0.000104873434,0.000115326584,0.0000043778186,0.0001999892,0.00013859106,0.00024687353],"category_scores_gemma":[0.00006573736,0.0000988262,0.00005311521,0.00031946108,0.00022290234,0.000203922,0.00005162766,0.00010264043,0.0000028015118],"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":[0.0002404261,0.00036474506,0.41704148,0.00030771366,0.00013313284,0.000009592708,0.53308237,0.00067076145,0.037964627,0.001257516,0.00068308075,0.008244572],"study_design_scores_gemma":[0.00034307293,0.000037908638,0.9551591,0.00015030785,0.00006388077,0.000001735089,0.03943181,0.00018755918,0.004350326,0.0001288467,0.000048924303,0.00009647622],"about_ca_topic_score_codex":0.030273031,"about_ca_topic_score_gemma":0.47813067,"teacher_disagreement_score":0.53811765,"about_ca_system_score_codex":0.00012690292,"about_ca_system_score_gemma":0.000052396328,"threshold_uncertainty_score":0.9761845},"labels":[],"label_agreement":null},{"id":"W2556542495","doi":"","title":"Also meine freundin sie kommt aus schwaben: Use of the German particle \"also\" in a study abroad context","year":2015,"lang":"de","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Linguistic Education and Pedagogy","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":"German; Humanities; Political science; Art; Philosophy; Linguistics","score_opus":0.06014987424527605,"score_gpt":0.29674941326301996,"score_spread":0.23659953901774392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556542495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953138,0.0003385256,2.377725e-7,0.0012439284,0.0014975029,0.0008120279,0.00019318698,0.000022299691,0.0005784392],"genre_scores_gemma":[0.68518686,0.00004385113,0.000016179209,0.000038677943,0.00013807003,0.000001081825,0.00014211868,0.000019701585,0.31441343],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99797404,0.00037522093,0.00041968326,0.0003948353,0.00048104016,0.00035515873],"domain_scores_gemma":[0.9976678,0.00016715584,0.0006288187,0.00063422334,0.0007549637,0.00014703619],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042379022,0.00032488868,0.00068091124,0.0002485594,0.0003879414,0.00009994402,0.0005682249,0.00019018353,0.0029269736],"category_scores_gemma":[0.00013327211,0.00030012315,0.0001946754,0.00016334618,0.00040355482,0.0002587208,0.0001381925,0.00035980484,0.00017165778],"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":[0.00031525036,0.0012876117,0.018682892,0.00019614244,0.00027830963,0.000026551343,0.96380913,0.000017973469,0.00018096555,0.0058944807,0.008886483,0.00042420984],"study_design_scores_gemma":[0.0021473898,0.00042492757,0.029030802,0.00031575462,0.00049356424,7.7403416e-7,0.9214737,0.00019825496,0.00017381195,0.0003310857,0.04503895,0.00037099043],"about_ca_topic_score_codex":0.34138557,"about_ca_topic_score_gemma":0.6267739,"teacher_disagreement_score":0.313835,"about_ca_system_score_codex":0.00012798958,"about_ca_system_score_gemma":0.00034724912,"threshold_uncertainty_score":0.9999451},"labels":[],"label_agreement":null},{"id":"W2556769667","doi":"","title":"BIPV/BAPV Barriers to Adoption: Architects' Perspectives from Canada and the United States","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Innovation Policy and R&D","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":"Building-integrated photovoltaics; Architectural engineering; Political science; Engineering; Visual arts; Media studies; Sociology; Art; Photovoltaic system","score_opus":0.008263648036706471,"score_gpt":0.17324276311816714,"score_spread":0.16497911508146065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556769667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909069,0.00020799243,0.00004222776,0.006428386,0.00026269804,0.00019556294,0.0005735278,0.00001585081,0.0013668672],"genre_scores_gemma":[0.85219276,0.0003308543,0.0004114925,0.00061834947,0.00009706011,0.0000012987512,0.0012573076,0.000027217082,0.14506368],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99920744,0.000034832654,0.00018128005,0.00032455407,0.000061599116,0.00019032334],"domain_scores_gemma":[0.99911684,0.000076134376,0.00032195868,0.00025039198,0.00011207138,0.00012257978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019551974,0.00017041797,0.00039473188,0.00041700702,0.00030742984,0.000031755404,0.00026708833,0.00012764003,0.00040751803],"category_scores_gemma":[0.000075236356,0.00017634727,0.00006779832,0.00035213848,0.00013634337,0.00006948639,0.000042262825,0.00020509845,0.000027591146],"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":[0.0008453133,0.000026931506,0.0039247526,0.00016261899,0.0005240404,0.000009990833,0.7655741,0.0008679805,0.000028720022,0.2140667,0.013522603,0.00044623093],"study_design_scores_gemma":[0.0030010398,0.00012243517,0.055474564,0.00014230481,0.00009128781,0.000001352507,0.8452591,0.0014527619,0.00013305957,0.016799437,0.076629266,0.0008934397],"about_ca_topic_score_codex":0.9857844,"about_ca_topic_score_gemma":0.9491536,"teacher_disagreement_score":0.19726726,"about_ca_system_score_codex":0.00010940658,"about_ca_system_score_gemma":0.00010791925,"threshold_uncertainty_score":0.7191233},"labels":[],"label_agreement":null},{"id":"W2557001975","doi":"","title":"Experimental Testing and Modelling of Adhesively Joined T-structures","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Structural Analysis of Composite Materials","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":"Compute Canada; 3M","keywords":"Engineering","score_opus":0.02235026842125698,"score_gpt":0.2051560935547704,"score_spread":0.18280582513351343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557001975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99874514,0.00057344866,0.000014954116,0.000007758457,0.00017042001,0.00010858787,0.000029917363,0.00007048426,0.00027927262],"genre_scores_gemma":[0.9855172,0.00002024709,0.010006518,7.6285653e-7,0.000029383174,1.533829e-7,0.00011101897,0.000027820151,0.004286868],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926263,0.00002015972,0.00016715736,0.00018690199,0.00021304113,0.00015010205],"domain_scores_gemma":[0.99940795,0.00002868229,0.00017690555,0.00015021898,0.00016449594,0.00007175248],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000052098036,0.00022575467,0.0005367347,0.00021650076,0.000054882366,0.00001615979,0.00019834314,0.00016634724,0.000057361733],"category_scores_gemma":[0.000008305548,0.00025181926,0.00008083729,0.00010825158,0.00004980728,0.000138693,0.00004068267,0.00009483669,0.000002317508],"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":[0.00010046239,0.0000065996937,0.00007857538,0.000502639,0.00021074586,0.000009526108,0.027688473,0.03147713,0.939327,0.00003447283,0.00011795487,0.00044640875],"study_design_scores_gemma":[0.00093731936,0.00016519839,0.0032284716,0.00039629548,0.00047623302,0.00000938644,0.06850693,0.054334167,0.8698064,0.0013846634,0.00001868463,0.0007362387],"about_ca_topic_score_codex":0.0073470655,"about_ca_topic_score_gemma":0.00043240527,"teacher_disagreement_score":0.0695206,"about_ca_system_score_codex":0.000044185235,"about_ca_system_score_gemma":0.000019213958,"threshold_uncertainty_score":0.9999934},"labels":[],"label_agreement":null},{"id":"W2558465062","doi":"","title":"Effects of Processing Parameters on Friction Stir Welded Lap Joints of AA7075-T6 and AA6022-T4","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Welding Techniques 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":"University of Waterloo; Queen's University; Ford Motor Company","keywords":"Friction stir welding; Welding; Friction stir processing; Materials science; Structural engineering; Composite material; Metallurgy; Engineering; Aluminium","score_opus":0.005119511283057936,"score_gpt":0.19095296552092167,"score_spread":0.18583345423786374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558465062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99761236,0.00016241384,0.0015555106,0.000029406146,0.00009189075,0.00023054755,0.000017181323,0.00013851172,0.00016215975],"genre_scores_gemma":[0.9774228,0.0006787513,0.012650045,0.0000020240284,0.000012168074,0.0000011462024,0.00006271807,0.000049422637,0.009120921],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918145,0.0000281432,0.00016124701,0.00024200413,0.00021699916,0.00017017899],"domain_scores_gemma":[0.99926275,0.00007031436,0.00029526075,0.00020731874,0.00011231538,0.00005201538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007315031,0.00022612946,0.00052684767,0.00045569922,0.00006053393,0.0000053027134,0.00017124704,0.00025349748,0.000011884376],"category_scores_gemma":[0.000022319733,0.00023875895,0.00013237816,0.0002077117,0.000064068634,0.00017786546,0.000027650562,0.00016174311,0.000001926613],"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":[0.0009540294,0.0002351943,0.0010091418,0.022736646,0.0012399347,0.000050294348,0.06320633,0.0058857705,0.8160878,0.00025678513,0.00078665087,0.08755146],"study_design_scores_gemma":[0.0012221572,0.0005313317,0.004826876,0.0052626445,0.0008850787,0.0000014791357,0.010725675,0.003841814,0.9711792,0.0007992849,0.000059624595,0.0006648656],"about_ca_topic_score_codex":0.0012606524,"about_ca_topic_score_gemma":0.000858107,"teacher_disagreement_score":0.1550914,"about_ca_system_score_codex":0.000082184626,"about_ca_system_score_gemma":0.000014374885,"threshold_uncertainty_score":0.9736307},"labels":[],"label_agreement":null},{"id":"W2558929293","doi":"","title":"Examining the Livability of a Day Program for Individuals with Alzheimer’s Disease and Other Memory-related Disorders: A Case Study of The Dotsa Bitove Wellness Academy","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sleep and related disorders","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":"Gerontology; Disease; Alzheimer's disease; Psychology; Medicine; Psychiatry; Clinical psychology; Pathology","score_opus":0.020812390801827767,"score_gpt":0.2701458839117611,"score_spread":0.24933349310993333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558929293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99375874,0.0007307122,0.0000021661303,0.00049687404,0.0001941238,0.0041806605,0.00015588632,0.000040791296,0.00044004168],"genre_scores_gemma":[0.98275673,0.000022917147,0.00003268889,0.000009580691,0.000012545472,0.00002819197,0.000024965726,0.000046976053,0.01706537],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981219,0.000455,0.00028451177,0.00054545666,0.00029923717,0.00029386493],"domain_scores_gemma":[0.99809206,0.0003427588,0.0007960549,0.0005784825,0.00009726468,0.00009339306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045280962,0.00032768337,0.0005107135,0.00018534178,0.00032589113,0.000010532747,0.00050979265,0.00042774374,0.00018221815],"category_scores_gemma":[0.000027781694,0.0001903421,0.00017067042,0.0003313879,0.0006271515,0.00009914815,0.00009537781,0.00036376034,0.0000029072912],"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":[0.0018496029,0.003214319,0.074359626,0.00032765983,0.008412892,0.000038402282,0.85990673,0.000027675902,0.00004261161,0.00009652109,0.00034551776,0.051378414],"study_design_scores_gemma":[0.006572034,0.0010343126,0.046587504,0.00035653403,0.0058776066,0.0000117751615,0.9385613,0.000019179213,0.00007133553,0.00021952849,0.00032901834,0.00035985428],"about_ca_topic_score_codex":0.0147794625,"about_ca_topic_score_gemma":0.017032737,"teacher_disagreement_score":0.07865456,"about_ca_system_score_codex":0.000014464694,"about_ca_system_score_gemma":0.00007024193,"threshold_uncertainty_score":0.99178123},"labels":[],"label_agreement":null},{"id":"W2559965129","doi":"","title":"The Keystone XL Pipeline Dispute: A Strategic Analysis","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Global Energy and Sustainability 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":"Pipeline (software); Political science; Engineering; Mechanical engineering","score_opus":0.010523483588049519,"score_gpt":0.22736462161402818,"score_spread":0.21684113802597865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559965129","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":[0.98430055,0.00032967163,0.00000904681,0.0011010267,0.00015942547,0.00023559674,0.000022776521,0.00006400758,0.013777923],"genre_scores_gemma":[0.34853864,0.00024992524,0.00007140763,0.0000056028002,0.000030365223,0.0000012877967,0.00074055296,0.000016146676,0.65034604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979348,0.0002381656,0.00021077966,0.0004823895,0.00057287334,0.0005609513],"domain_scores_gemma":[0.99799937,0.000115179195,0.00022987768,0.0007800653,0.00069568056,0.00017984524],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026200843,0.00030113035,0.00057405,0.00035575315,0.00061184686,0.000083538675,0.0009058723,0.00042951852,0.001120193],"category_scores_gemma":[0.000042268362,0.00025466146,0.00054018956,0.0010869955,0.0002547543,0.00017231813,0.00011455893,0.0004359095,0.00017745697],"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":[0.0059154243,0.0017775501,0.0022765924,0.0028980777,0.019615913,0.000823968,0.21993433,0.060735524,0.005265083,0.55671203,0.018647715,0.1053978],"study_design_scores_gemma":[0.0013960788,0.00028308178,0.010781109,0.00009209678,0.00277807,0.0000027678495,0.92907274,0.016567294,0.0005722057,0.019213973,0.018151691,0.0010889231],"about_ca_topic_score_codex":0.45345658,"about_ca_topic_score_gemma":0.6012394,"teacher_disagreement_score":0.7091384,"about_ca_system_score_codex":0.00017580534,"about_ca_system_score_gemma":0.00020203428,"threshold_uncertainty_score":0.9999906},"labels":[],"label_agreement":null},{"id":"W2561022021","doi":"","title":"Evaluating Vadose Zone Moisture Dynamics using Ground-Penetrating Radar","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geophysical Methods and Applications","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":"Vadose zone; Ground-penetrating radar; Radar; Moisture; Geology; Dynamics (music); Water content; Remote sensing; Environmental science; Groundwater; Geotechnical engineering; Meteorology; Geography; Engineering; Aerospace engineering; Acoustics; Physics","score_opus":0.024503562866792783,"score_gpt":0.2641748676208406,"score_spread":0.2396713047540478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561022021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970328,0.0001973848,0.0014201613,0.000029490013,0.00031849617,0.0002584182,0.00004470591,0.00013492838,0.00056356954],"genre_scores_gemma":[0.6863786,0.000057619363,0.24602829,0.0000053103463,0.00026033458,0.0000018298551,0.0013487274,0.0001306053,0.06578868],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99895656,0.000053107717,0.00015599016,0.00024933115,0.00026451654,0.0003205148],"domain_scores_gemma":[0.9992471,0.00005630416,0.0001681905,0.0003077205,0.000114077826,0.00010665074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018436211,0.00027206072,0.00038168693,0.00012170461,0.00023828205,0.000023734596,0.00027373215,0.000290393,0.00006716326],"category_scores_gemma":[0.000008642469,0.00034045568,0.0001586002,0.00024274611,0.000036737885,0.000199545,0.000037726644,0.0003960801,0.000024252113],"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":[0.000054771932,0.00016690607,0.00030079728,0.0022223871,0.00042299568,0.00001152882,0.06300083,0.004708421,0.8435424,0.0022795496,0.00009947819,0.08318991],"study_design_scores_gemma":[0.002531956,0.0003159191,0.20561996,0.002115534,0.0030262887,0.00001866956,0.4092747,0.3655459,0.004361031,0.0027704313,0.0005253359,0.0038942685],"about_ca_topic_score_codex":0.01551512,"about_ca_topic_score_gemma":0.014115289,"teacher_disagreement_score":0.8391814,"about_ca_system_score_codex":0.00017205307,"about_ca_system_score_gemma":0.000032015883,"threshold_uncertainty_score":0.99990475},"labels":[],"label_agreement":null},{"id":"W2561318316","doi":"","title":"A Prototype Web Platform to Facilitate Public Engagement with Medical Evidence about Rheumatoid Arthtritis Medications","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social Media in Health 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":"University of Waterloo","keywords":"Public engagement; Web application; World Wide Web; Data science; Medicine; Real world evidence; Computer science; Information retrieval; Political science; Internal medicine; Public relations","score_opus":0.10208098384720707,"score_gpt":0.32132514376303917,"score_spread":0.2192441599158321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561318316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.933176,0.0003400024,0.00005213378,0.057503123,0.0018461401,0.004619802,0.000056235505,0.00015956098,0.0022470243],"genre_scores_gemma":[0.6861942,0.025798798,0.006216927,0.00033391218,0.001076014,0.0010211681,0.0007789436,0.00013574582,0.27844432],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963874,0.0003576606,0.00027224375,0.0005028159,0.0018759593,0.0006039133],"domain_scores_gemma":[0.99624074,0.0013673712,0.0003885118,0.000368909,0.00079882564,0.00083565747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018108914,0.00022763784,0.00042586096,0.00045289707,0.0012180009,0.000048044953,0.00089951156,0.0004832259,0.0026449682],"category_scores_gemma":[0.0039500827,0.00022500691,0.00009396398,0.00071637187,0.0004666361,0.0006318747,0.000059928356,0.00042681198,0.00035957183],"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":[0.00025721718,0.00013484553,0.0044164294,0.00042379982,0.00011409306,0.000014045207,0.9222078,2.0246277e-7,0.00005424093,0.0023119217,0.003571352,0.066494085],"study_design_scores_gemma":[0.0012744343,0.00066986005,0.027224282,0.008877572,0.00012336744,0.0000020321083,0.79235,0.0000074156073,0.00007823378,0.00038121952,0.16820247,0.0008091098],"about_ca_topic_score_codex":0.1335379,"about_ca_topic_score_gemma":0.5938121,"teacher_disagreement_score":0.46027422,"about_ca_system_score_codex":0.0006032993,"about_ca_system_score_gemma":0.0052843383,"threshold_uncertainty_score":0.99826676},"labels":[],"label_agreement":null},{"id":"W2562596253","doi":"","title":"Examining the Relationship Between Whole Body Resting Metabolic Rate and the Efficiency of SR Ca2+ Handling in Human Skeletal Muscle","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Skeletal muscle; Basal metabolic rate; Internal medicine; Chemistry; Medicine","score_opus":0.038689482260168495,"score_gpt":0.255543431765573,"score_spread":0.2168539495054045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562596253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996611,0.0019409256,0.000008314889,0.00021869171,0.00007856411,0.00046759396,0.000010811134,0.000017104165,0.00064697623],"genre_scores_gemma":[0.9263089,0.00009238069,0.00014748803,0.0000064637893,0.00006398112,8.164162e-7,0.00012907483,0.000020030135,0.07323088],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99881774,0.00023580853,0.00024135945,0.00026861383,0.00021283294,0.00022365717],"domain_scores_gemma":[0.9986751,0.0004081206,0.00041184603,0.00033341453,0.00011079236,0.000060730865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009817379,0.00018696146,0.0006236143,0.00027996622,0.00035609287,0.000009491803,0.00022635552,0.00019477445,0.000020177435],"category_scores_gemma":[0.00023428712,0.0001381866,0.00010490114,0.00028800982,0.0003130804,0.0001205188,0.00006483184,0.00048082307,0.0000045490924],"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":[0.00042864162,0.00013720826,0.21199778,0.0009593337,0.0003830136,0.00006334699,0.7415471,0.00001440926,0.03142235,0.006069019,0.00007416694,0.006903607],"study_design_scores_gemma":[0.002298392,0.000076746415,0.9208314,0.00050263776,0.0010185412,0.0000022605045,0.07344804,0.000027781534,0.0011458674,0.0002878212,0.00021891532,0.00014162165],"about_ca_topic_score_codex":0.026572848,"about_ca_topic_score_gemma":0.008780566,"teacher_disagreement_score":0.7088336,"about_ca_system_score_codex":0.000012791212,"about_ca_system_score_gemma":0.00007342725,"threshold_uncertainty_score":0.9799093},"labels":[],"label_agreement":null},{"id":"W2563345822","doi":"","title":"Design and Evaluation of Hybrid Energy Storage Systems for Electric Powertrains","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Memorial University of Newfoundland; University of Waterloo; University of Windsor; University of Ontario Institute of Technology","keywords":"Powertrain; Energy storage; Automotive engineering; Computer science; Engineering; Physics","score_opus":0.017319389515452536,"score_gpt":0.2331818210655213,"score_spread":0.21586243155006876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563345822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746741,0.001000857,0.023178695,0.000022327671,0.00023118871,0.00064476946,0.000036082616,0.00012832433,0.00008366099],"genre_scores_gemma":[0.97582734,0.0008258455,0.0031987885,6.8599155e-7,0.000017112525,0.0000086754435,0.00031085315,0.000057308738,0.01975337],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905246,0.0000474355,0.00011071133,0.00021634018,0.00034374563,0.00022933162],"domain_scores_gemma":[0.9991357,0.00008633009,0.00011826032,0.00025660542,0.00036412955,0.000039013972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003170743,0.00017154188,0.00032358378,0.00050500414,0.00006387414,0.000009590216,0.00026682246,0.0002419612,0.000018059789],"category_scores_gemma":[0.00003655539,0.00020980935,0.000056370292,0.00016580966,0.000045870947,0.00013792329,0.000022723678,0.00022483768,0.0000010628714],"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":[0.00037725162,0.000076402874,0.000016485488,0.0026650287,0.00049648294,0.000020477426,0.011610535,0.16933233,0.75057274,0.00040558903,0.0026512828,0.0617754],"study_design_scores_gemma":[0.0012275097,0.0003345002,0.00022144511,0.00018937438,0.00027533446,0.000006981371,0.02045434,0.84615654,0.12961027,0.0005726867,0.00048893515,0.00046205817],"about_ca_topic_score_codex":0.001081125,"about_ca_topic_score_gemma":0.001173819,"teacher_disagreement_score":0.6768242,"about_ca_system_score_codex":0.00012542101,"about_ca_system_score_gemma":0.00006410687,"threshold_uncertainty_score":0.8555777},"labels":[],"label_agreement":null},{"id":"W2563602559","doi":"","title":"Microbial ecology of ammonia oxidation in the Grand River","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wastewater Treatment and Nitrogen Removal","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":"Ecology; Ammonia; Microbial ecology; Environmental science; Environmental chemistry; Chemistry; Biology; Bacteria","score_opus":0.0058413795238930555,"score_gpt":0.17786022770562443,"score_spread":0.17201884818173138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563602559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990394,0.000008983296,0.0000010583661,0.0001582218,0.000094104784,0.00022888496,0.000009325546,0.000005947331,0.0004540466],"genre_scores_gemma":[0.9213773,0.000026592581,0.001569368,0.000010485529,0.000012458882,3.6688394e-7,0.0003593147,0.000009545348,0.07663457],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99924695,0.00010872001,0.00010230639,0.00020989911,0.00017243015,0.00015967528],"domain_scores_gemma":[0.99957013,0.00002603324,0.00018566368,0.00018326675,0.0000114733475,0.000023435387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014366145,0.00013713943,0.00024164798,0.00009213845,0.0000737074,0.000004889262,0.0003364873,0.00017050505,0.00038841975],"category_scores_gemma":[0.0000026617217,0.00011761767,0.00010368543,0.00012417528,0.00017625935,0.00010223537,0.000044771405,0.00010336055,0.00012522741],"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":[0.0014853165,0.0007717117,0.100338444,0.0002721854,0.00021575253,0.00011527137,0.4253973,0.00023464659,0.4582206,0.000088616835,0.0074898945,0.0053702393],"study_design_scores_gemma":[0.003746902,0.0005250874,0.8546277,0.00010712326,0.00044835676,0.000009787494,0.044760875,0.00006837688,0.09273725,0.0005202372,0.0019266467,0.0005216555],"about_ca_topic_score_codex":0.041102674,"about_ca_topic_score_gemma":0.23493385,"teacher_disagreement_score":0.75428927,"about_ca_system_score_codex":0.000060523013,"about_ca_system_score_gemma":0.000009913596,"threshold_uncertainty_score":0.9652827},"labels":[],"label_agreement":null},{"id":"W2564000984","doi":"","title":"Food and the City: An Examination of the Role of Food in Local Neighbourhood Revitalization","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Food and Agriculture","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); Geography; Environmental planning; Economic geography; Mathematics","score_opus":0.005015769563399892,"score_gpt":0.15567243630862238,"score_spread":0.1506566667452225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564000984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99860007,0.00023046638,2.0981187e-7,0.00059990527,0.000055677876,0.00025475776,0.000053222404,0.0000064214582,0.00019929172],"genre_scores_gemma":[0.99779135,0.00006959146,0.000009327116,0.0000046690116,0.000024983294,2.6841104e-7,0.00017369629,9.516723e-7,0.0019251421],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993091,0.000119888435,0.000117269,0.00016765604,0.00019228816,0.000093771785],"domain_scores_gemma":[0.9994445,0.000042124095,0.00030048966,0.00007285667,0.00011446312,0.000025561383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017281417,0.000111679925,0.0002380547,0.000019211828,0.00010248727,0.000009259371,0.00030237957,0.00025017848,0.000063791966],"category_scores_gemma":[0.0000173542,0.000038876944,0.00008362083,0.00028081812,0.00014750926,0.00012815838,0.000051316933,0.00017217868,2.749225e-7],"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":[0.00045167736,0.00044912123,0.004598177,0.00034252138,0.00012285983,8.099775e-7,0.14215238,0.000006383951,0.6696055,0.009294296,0.000038314316,0.17293799],"study_design_scores_gemma":[0.0006199173,0.0008337487,0.7344882,0.00020169235,0.00010123258,0.0000013900535,0.21056637,0.000058612997,0.05156483,0.0012500449,0.00014306228,0.00017089328],"about_ca_topic_score_codex":0.005192926,"about_ca_topic_score_gemma":0.255561,"teacher_disagreement_score":0.72989005,"about_ca_system_score_codex":0.000009797573,"about_ca_system_score_gemma":0.000009402061,"threshold_uncertainty_score":0.7850185},"labels":[],"label_agreement":null},{"id":"W2564090911","doi":"","title":"Quantifying the Effects of Solar Panel Orientation on the Electrical Grid","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Solar Radiation and Photovoltaics","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":"Orientation (vector space); Grid; Panel data; Engineering physics; Engineering; Geography; Economics; Econometrics; Mathematics; Geometry; Geodesy","score_opus":0.018327513626551595,"score_gpt":0.21849918830630025,"score_spread":0.20017167467974864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564090911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99522334,0.00008612504,0.0015427398,0.0013061899,0.0011230407,0.00042965042,0.000008527551,0.00004649007,0.00023387032],"genre_scores_gemma":[0.9338626,0.00039876593,0.00079690176,0.00019393227,0.00012079997,0.0000024177407,0.00009696377,0.000027423714,0.06450016],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884737,0.00019526186,0.0001109862,0.00026216984,0.00040260862,0.00018163674],"domain_scores_gemma":[0.99836916,0.0006104729,0.00033444545,0.00049164565,0.00015180839,0.000042460673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024731617,0.00015236971,0.00020550887,0.00014908277,0.00032462634,0.000032945198,0.0009607951,0.00014935623,0.000021871772],"category_scores_gemma":[0.000095792035,0.000096563934,0.00015171709,0.0003468872,0.00005647542,0.00019080112,0.000051723822,0.00023267913,0.000041606872],"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":[0.00065366406,0.0004936412,0.0037853683,0.0011681205,0.00070686644,0.00007464526,0.6386845,0.000049681108,0.16535032,0.10572786,0.020393632,0.06291168],"study_design_scores_gemma":[0.0049372152,0.002682782,0.1745603,0.0020509209,0.0007112189,0.000015696809,0.07455504,0.01927536,0.7059392,0.0051086284,0.008101594,0.002062081],"about_ca_topic_score_codex":0.0027438656,"about_ca_topic_score_gemma":0.0017069804,"teacher_disagreement_score":0.5641295,"about_ca_system_score_codex":0.000047641617,"about_ca_system_score_gemma":0.000089538975,"threshold_uncertainty_score":0.41479224},"labels":[],"label_agreement":null},{"id":"W2565095178","doi":"","title":"“Everybody Can Dance the Colour Pink”: A Phenomenological Exploration of the Meanings and Experiences of Inclusive Arts Programs for Practitioners","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Art Education and Development","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":"Dance; The arts; Visual arts; Aesthetics; Art; Interpretative phenomenological analysis; Psychology; Sociology; Communication; Social science; Qualitative research","score_opus":0.029479278212857535,"score_gpt":0.23588906589224842,"score_spread":0.2064097876793909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565095178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99453557,0.000030040497,0.000004527331,0.0028666097,0.00041272707,0.0006176373,0.000016504926,0.000009998834,0.0015063791],"genre_scores_gemma":[0.90743244,0.000027643671,0.00037325014,0.00003095903,0.00003847099,0.000016326188,0.00013744898,0.0000064579585,0.09193698],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999414,0.000032082648,0.00012614824,0.00015240308,0.00017699755,0.000098367695],"domain_scores_gemma":[0.9989641,0.000046268146,0.00051005225,0.00012731498,0.00032765514,0.000024608999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011715402,0.00010691874,0.00018761215,0.000056277368,0.000539,0.000024391848,0.00020818351,0.000081474485,0.00013202777],"category_scores_gemma":[0.000025557112,0.00007285154,0.000061968945,0.000040429622,0.0004846822,0.00022909664,0.000052684383,0.0001138117,7.0730766e-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":[0.00008282989,0.000066966815,0.000031700925,0.00008271417,0.00003714955,1.5095735e-7,0.979233,6.71779e-7,0.00021797336,0.018667065,0.0007109559,0.00086876826],"study_design_scores_gemma":[0.00019021705,0.00011414405,0.00033276595,0.00007142644,0.000046333374,3.1937424e-7,0.9864975,0.000008082167,0.00058515754,0.0013516281,0.010711316,0.00009109172],"about_ca_topic_score_codex":0.0026794497,"about_ca_topic_score_gemma":0.06273215,"teacher_disagreement_score":0.0904306,"about_ca_system_score_codex":0.00002507045,"about_ca_system_score_gemma":0.00014229445,"threshold_uncertainty_score":0.95437056},"labels":[],"label_agreement":null},{"id":"W2566352674","doi":"","title":"Aqueous Stability and Transport of Catalytic Nanoparticles for Groundwater Remediation","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental remediation with nanomaterials","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":"Argonne National Laboratory; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Office of Science; U.S. Department of Energy","keywords":"Environmental remediation; Groundwater; Groundwater remediation; Nanoparticle; Aqueous solution; Catalysis; Environmental science; Environmental chemistry; Chemistry; Chemical engineering; Environmental engineering; Contamination; Engineering; Geotechnical engineering; Organic chemistry; Ecology","score_opus":0.010901254818488094,"score_gpt":0.18708102170418828,"score_spread":0.1761797668857002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566352674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894553,0.00014272225,0.0000130218195,0.000025841426,0.00023392614,0.00041737486,0.00013156854,0.000045751684,0.00004425511],"genre_scores_gemma":[0.994118,0.00011427652,0.00056634354,9.0919565e-7,0.00001681851,0.0000016667884,0.0009925356,0.000026678843,0.0041628196],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993003,0.00001618394,0.00018189984,0.00017245336,0.00018822476,0.00014095385],"domain_scores_gemma":[0.99954915,0.000028724067,0.00012889356,0.00015900045,0.00006446774,0.00006975829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001748343,0.00015041248,0.00033009003,0.00009587876,0.000030721178,0.0000043112777,0.00010137357,0.00017265283,0.000048619575],"category_scores_gemma":[0.000011340285,0.00017519752,0.000058201334,0.00004994196,0.00006545154,0.00017812832,0.00000896824,0.00004623559,0.000004420075],"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":[0.00030360578,0.000070695736,0.0019083165,0.0023863781,0.000117424446,0.0000034365228,0.07907123,0.00025641875,0.91386,0.000012127549,0.00016871856,0.0018416061],"study_design_scores_gemma":[0.0012787601,0.00020967053,0.022329763,0.00011741304,0.00031023985,0.0000010749222,0.033553243,0.0007059699,0.9407269,0.00025450217,0.00015897065,0.0003535108],"about_ca_topic_score_codex":0.0016579471,"about_ca_topic_score_gemma":0.009908576,"teacher_disagreement_score":0.045517985,"about_ca_system_score_codex":0.000102267455,"about_ca_system_score_gemma":0.000025017393,"threshold_uncertainty_score":0.71443474},"labels":[],"label_agreement":null},{"id":"W2566435149","doi":"","title":"Plankton Metabolic Balance and its Controlling Factors in the Coastal Zone of the Laurentian Great Lakes","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine and coastal ecosystems","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":"Plankton; Oceanography; Balance (ability); Geography; Environmental science; Geology; Biology","score_opus":0.008023921373229178,"score_gpt":0.1803625613828136,"score_spread":0.1723386400095844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566435149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99711424,0.0007306978,0.0000011850517,0.00009403374,0.00019916076,0.00023918659,0.00029778542,0.0000063559046,0.0013173698],"genre_scores_gemma":[0.96494347,0.00017941781,0.00000835098,0.000008059682,0.000019950914,4.554586e-8,0.0005583395,0.0000027650817,0.03427961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991405,0.00009364588,0.00012588441,0.0001758585,0.00027790034,0.00018622042],"domain_scores_gemma":[0.99947023,0.00008039146,0.00022196998,0.00014359348,0.00004544409,0.000038337304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022535861,0.00015052756,0.0003344609,0.00012141638,0.00013020106,0.000017387141,0.000346769,0.00012487518,0.00030559726],"category_scores_gemma":[0.000008369106,0.00009835034,0.00009294442,0.00019240535,0.000049998547,0.00012671218,0.000016164138,0.00019323219,0.000003980346],"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":[0.00053286285,0.0000449352,0.8819163,0.0006018416,0.00016948735,0.000040958923,0.10930483,0.00033244645,0.0005368786,0.00020055915,0.0002436653,0.0060752453],"study_design_scores_gemma":[0.0007128592,0.00008431783,0.8488412,0.00016753255,0.0001302799,0.0000045284523,0.14562501,0.0016430694,0.000459175,0.000024279232,0.0021079455,0.0001997837],"about_ca_topic_score_codex":0.19482076,"about_ca_topic_score_gemma":0.9464644,"teacher_disagreement_score":0.75164366,"about_ca_system_score_codex":0.0000013331128,"about_ca_system_score_gemma":0.00003143417,"threshold_uncertainty_score":0.810541},"labels":[],"label_agreement":null},{"id":"W2573023429","doi":"","title":"Smartphone Applications in Government: Characterizing and Evaluating Municipal Smartphone Applications for Service Requests","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"E-Government and Public Services","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":"Smartphone application; Government (linguistics); Service (business); Computer science; Business; Computer security; Multimedia; Marketing","score_opus":0.029578405481375164,"score_gpt":0.29464981781526434,"score_spread":0.2650714123338892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573023429","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":[0.986618,0.00021082324,0.000011008875,0.004249848,0.00013060722,0.0017549054,0.00021020295,0.000048036,0.00676659],"genre_scores_gemma":[0.41037506,0.0018993956,0.0042645363,0.00031358234,0.0006292452,0.00024867046,0.00365002,0.00010752835,0.57851195],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99824524,0.00010279232,0.00019988896,0.00046931283,0.0006177887,0.00036496553],"domain_scores_gemma":[0.998323,0.00019293604,0.00068987726,0.00044134952,0.0002188491,0.00013395926],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00080708036,0.00022419436,0.00039369028,0.000109123175,0.0013196985,0.000121733596,0.00078085205,0.00033551993,0.00009561135],"category_scores_gemma":[0.000039337665,0.0002859712,0.000091704285,0.00024048387,0.00015830205,0.0005971748,0.00009342945,0.00020677737,0.000012954644],"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":[0.000418812,0.00036254374,0.013689223,0.0019840314,0.0002325439,0.0000031925886,0.9218792,0.0000053835065,0.011123249,0.010412564,0.00034895982,0.039540302],"study_design_scores_gemma":[0.0017025602,0.00009770339,0.08208156,0.00047594082,0.00032512518,3.8799456e-7,0.82995236,0.00026318736,0.0004622424,0.0013377895,0.08256779,0.00073335617],"about_ca_topic_score_codex":0.21049117,"about_ca_topic_score_gemma":0.6966461,"teacher_disagreement_score":0.5762429,"about_ca_system_score_codex":0.00026537853,"about_ca_system_score_gemma":0.00017570994,"threshold_uncertainty_score":0.99998045},"labels":[],"label_agreement":null},{"id":"W2573546497","doi":"","title":"German-Canadian identity negotiation. A comparitive study about ‚Selbst(er)findung‘ in Margaret Atwood’s \"Cat's Eye\" (1988) and Felicitas Hoppe’s \"Hoppe\" (2012)","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"German Colonialism and Identity 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":"German; Negotiation; Identity (music); Psychoanalysis; Psychology; Sociology; Art history; Gender studies; Art; Social science; Aesthetics; History; Archaeology","score_opus":0.01522730044933327,"score_gpt":0.22763062459905992,"score_spread":0.21240332414972665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573546497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896385,0.00056235364,6.151242e-7,0.0019398704,0.0010045458,0.00089513685,0.0005415755,0.000049606257,0.0053677964],"genre_scores_gemma":[0.71993303,0.0004238527,0.000012189975,0.000052937998,0.0001719995,0.0000039511133,0.00040559564,0.000031953772,0.27896452],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99784946,0.0001722383,0.0003217222,0.00062440586,0.00044755015,0.00058458984],"domain_scores_gemma":[0.99853873,0.000053724976,0.0003680403,0.00036409177,0.0004572242,0.00021820991],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028054317,0.00044686202,0.0008173523,0.0009608045,0.001116977,0.00029652473,0.0005107901,0.00024014259,0.0012111935],"category_scores_gemma":[0.000024795483,0.0004885765,0.00017035617,0.00012224562,0.0003167141,0.001526208,0.00016242087,0.00030344486,0.00024714763],"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":[0.00017200966,0.00034945758,0.031106526,0.00037961302,0.00060641696,0.0001655661,0.92624116,8.63735e-7,0.00004187144,0.0073030405,0.03300773,0.00062572735],"study_design_scores_gemma":[0.001796911,0.00023065676,0.53795534,0.00035228377,0.00045690348,0.0000011872495,0.44347438,0.000009708021,0.0000074063564,0.00066677283,0.014364413,0.000684071],"about_ca_topic_score_codex":0.73290724,"about_ca_topic_score_gemma":0.9964688,"teacher_disagreement_score":0.5068488,"about_ca_system_score_codex":0.0002761306,"about_ca_system_score_gemma":0.000195434,"threshold_uncertainty_score":0.9997566},"labels":[],"label_agreement":null},{"id":"W2574228728","doi":"","title":"Diapers and Dissertations: An Exploration of Doctoral and Postdoctoral Trainee Decision-Making Surrounding First-Time Parenthood","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Work-Family Balance Challenges","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":"Medical education; Psychology; Pedagogy; Medicine","score_opus":0.03575567143041438,"score_gpt":0.2973948200274613,"score_spread":0.26163914859704696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574228728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979919,0.00042107425,0.000008598552,0.000241207,0.00027195024,0.0003095099,0.00003643758,0.00004599489,0.00067328516],"genre_scores_gemma":[0.980944,0.0013826018,0.0011134413,0.0000018082188,0.000058318903,0.0000010446396,0.00018315834,0.000021248148,0.016294371],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986303,0.00012583399,0.0001698434,0.00040145288,0.00040466883,0.00026792553],"domain_scores_gemma":[0.9986252,0.00026911494,0.0004887008,0.00025861437,0.00022119882,0.00013714183],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003825056,0.00022004581,0.00044718606,0.00026559428,0.0009812157,0.00011162209,0.00037558842,0.00029290398,0.000112546455],"category_scores_gemma":[0.00019521502,0.0002624606,0.00008442177,0.00012499416,0.0003406373,0.0021997276,0.00003525215,0.00015304556,0.0000030353],"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":[0.00029058076,0.00008870433,0.034084897,0.00021872173,0.000084736384,0.0000108660015,0.94850636,0.000015154568,0.00068431307,0.0006717161,0.00007379237,0.015270166],"study_design_scores_gemma":[0.00043942957,0.00014079595,0.1912967,0.00093626225,0.00013215175,4.6113306e-7,0.8052022,0.00004551883,0.000024983718,0.0013358474,0.000117807256,0.00032783736],"about_ca_topic_score_codex":0.02192743,"about_ca_topic_score_gemma":0.413411,"teacher_disagreement_score":0.39148358,"about_ca_system_score_codex":0.00007958611,"about_ca_system_score_gemma":0.00011847311,"threshold_uncertainty_score":0.9999828},"labels":[],"label_agreement":null},{"id":"W2574553255","doi":"","title":"Structure in Stable Matching Problems","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Complexity and Algorithms in Graphs","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":"Matching (statistics); Computer science; Mathematics; Statistics","score_opus":0.009597189048235795,"score_gpt":0.1948047144092679,"score_spread":0.1852075253610321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574553255","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":[0.99448204,0.00015975752,0.0025193174,0.00065959274,0.00066750706,0.00027450264,0.00005220732,0.00010581056,0.0010792548],"genre_scores_gemma":[0.23924148,0.0003245499,0.06965905,0.000040335835,0.000101993035,9.4925286e-7,0.000291604,0.000052631847,0.6902874],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987459,0.000054124215,0.00012783533,0.0004579992,0.00029918127,0.0003149296],"domain_scores_gemma":[0.9991298,0.00003473737,0.00020599629,0.00047206454,0.000091414724,0.00006602005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012184982,0.00020942384,0.00034090056,0.0004223056,0.0001670005,0.000048733727,0.0012655476,0.00022303282,0.00014315399],"category_scores_gemma":[0.000003862025,0.00021249401,0.00011013066,0.00035750773,0.00004920324,0.0005974617,0.00019285342,0.00028989615,0.000019879948],"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":[0.00016069395,0.00029653072,0.001612937,0.0020617847,0.00026462052,0.00031512897,0.7747161,0.00055034703,0.031197345,0.067348294,0.0019479446,0.1195283],"study_design_scores_gemma":[0.0076503237,0.0007677268,0.056723468,0.008300526,0.00019997367,0.000046933765,0.20359646,0.010723395,0.020414326,0.6764547,0.009823337,0.0052988073],"about_ca_topic_score_codex":0.02292258,"about_ca_topic_score_gemma":0.08935538,"teacher_disagreement_score":0.75524056,"about_ca_system_score_codex":0.000069842325,"about_ca_system_score_gemma":0.00009322004,"threshold_uncertainty_score":0.98358387},"labels":[],"label_agreement":null},{"id":"W2576948029","doi":"","title":"Hotspots for Vessel-to-Vessel and Vessel-to-Fix Object Accidents Along the Great Lakes Seaway","year":2016,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Maritime Navigation 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":"Object (grammar); Research vessel; Geology; Forensic engineering; Marine engineering; Engineering; Oceanography; Computer science; Artificial intelligence","score_opus":0.009134714257550407,"score_gpt":0.1953264970496063,"score_spread":0.1861917827920559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576948029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908015,0.000041947747,0.001800834,0.006172676,0.00017711896,0.00046780004,0.000078225305,0.0001385663,0.0003213208],"genre_scores_gemma":[0.9466877,0.000101286394,0.0011911677,0.00010249215,0.00005067039,0.0000026219861,0.000009997681,0.000029962368,0.05182412],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991173,0.000034736695,0.000105849766,0.00024951526,0.00018063633,0.0003119566],"domain_scores_gemma":[0.9992429,0.00013715173,0.00003634076,0.00029830853,0.00009697558,0.0001883008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019964909,0.00017576874,0.0002370993,0.00014337253,0.00020783157,0.000031391137,0.0003303531,0.00009761059,0.0001686604],"category_scores_gemma":[0.000028249025,0.00013874077,0.00007861642,0.00021245558,0.00006760211,0.0002785369,0.00011591886,0.00007923525,0.0000858082],"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":[0.0012956203,0.0002117418,0.07548996,0.0014647134,0.0011351225,0.00012167036,0.19947302,0.004591076,0.31016272,0.0030819334,0.2520378,0.15093462],"study_design_scores_gemma":[0.010353603,0.0007535104,0.7005885,0.0013874156,0.00048659684,0.000051530507,0.045854952,0.006035688,0.05159,0.0010588039,0.17932,0.0025194038],"about_ca_topic_score_codex":0.0017546288,"about_ca_topic_score_gemma":0.0024449893,"teacher_disagreement_score":0.6250985,"about_ca_system_score_codex":0.000054703516,"about_ca_system_score_gemma":0.000017252905,"threshold_uncertainty_score":0.5657685},"labels":[],"label_agreement":null},{"id":"W2576955998","doi":"","title":"Design of Functionalized Cellulose Nanocrystals for Personal Care Applications","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Cellulose Research Studies","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":"Cellulose; Nanocrystal; Nanotechnology; Materials science; Engineering; Chemical engineering","score_opus":0.026562898245901908,"score_gpt":0.26546083701919976,"score_spread":0.23889793877329785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576955998","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":[0.9608501,0.004684625,0.025250312,0.00025015563,0.0006111479,0.004858486,0.0017581598,0.0001275442,0.0016094743],"genre_scores_gemma":[0.09992309,0.0005177487,0.020034088,0.0000029041125,0.0000969404,0.000048301597,0.0015044926,0.000055845707,0.8778166],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985425,0.00007067542,0.00016369011,0.00045397895,0.00045321547,0.0003159329],"domain_scores_gemma":[0.9978955,0.00017578226,0.00059964333,0.00034659213,0.0008975609,0.00008494469],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002169968,0.00023343753,0.00054363604,0.00018500575,0.00058268197,0.000021035457,0.0005318558,0.000198658,0.0006728647],"category_scores_gemma":[0.00004642544,0.0002571674,0.00021565943,0.00007537173,0.0003100634,0.00021394776,0.00007441727,0.0001124966,0.000036741443],"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":[0.0010624204,0.00008677752,0.000016102305,0.0023342436,0.00012694311,0.000005629758,0.07700425,0.000071545066,0.9137171,0.00014031863,0.0010465379,0.0043881238],"study_design_scores_gemma":[0.0032105038,0.00063835405,0.0004205582,0.0006039535,0.000627023,0.000002124792,0.40251872,0.00033816672,0.5736991,0.0011614119,0.015859317,0.00092071114],"about_ca_topic_score_codex":0.0022816753,"about_ca_topic_score_gemma":0.0018387286,"teacher_disagreement_score":0.8762071,"about_ca_system_score_codex":0.00012523316,"about_ca_system_score_gemma":0.00028227118,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W2579959893","doi":"","title":"Investigation of Gas Transport Rates Through a Covered Waste Rock Pile and Synchrotron Studies on the Sulfide Oxidation Reaction","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Industrial Gas Emission Control","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":true,"ca_institutions":"","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; University of Waterloo; U.S. Department of Energy; Office of Science; University of Chicago; National Science Foundation","keywords":"Sulfide; Synchrotron; Pile; Waste management; Environmental science; Chemistry; Environmental chemistry; Geochemistry; Materials science; Geotechnical engineering; Metallurgy; Chemical engineering; Geology; Engineering; Physics; Nuclear physics","score_opus":0.0288189403281162,"score_gpt":0.2237990479556492,"score_spread":0.194980107627533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579959893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99812365,0.00015739865,0.000010759162,0.0004347219,0.00039794744,0.00047026412,0.000032900738,0.000050154133,0.00032223604],"genre_scores_gemma":[0.9708042,0.00058832386,0.0000590778,0.0000037847597,0.00005268149,0.0000020091763,0.00033307864,0.000026127318,0.028130714],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913824,0.0000591272,0.000197031,0.00021537732,0.0002449406,0.00014526579],"domain_scores_gemma":[0.9989809,0.000098500816,0.00039988244,0.00029392654,0.00018691436,0.00003990508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019762559,0.0002271913,0.00042114846,0.000119734534,0.00023204436,0.000012881962,0.00018722005,0.0002793296,0.000025352036],"category_scores_gemma":[0.00006700428,0.00020975004,0.000091232454,0.000077778,0.000072687915,0.00033279005,0.000009929168,0.00026428836,0.000005142437],"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":[0.00088385463,0.000023764882,0.0005175112,0.0011471717,0.0007444432,0.0000103602915,0.15354444,0.0042951684,0.83317035,0.0003701177,0.003720035,0.0015727652],"study_design_scores_gemma":[0.0024423352,0.0003491674,0.009007225,0.0025842858,0.0008156522,0.000002498232,0.23698872,0.004533245,0.74135244,0.00083022454,0.00046215183,0.0006320444],"about_ca_topic_score_codex":0.0037546617,"about_ca_topic_score_gemma":0.004394459,"teacher_disagreement_score":0.09181792,"about_ca_system_score_codex":0.00009855295,"about_ca_system_score_gemma":0.00005074203,"threshold_uncertainty_score":0.85533583},"labels":[],"label_agreement":null},{"id":"W2580204154","doi":"","title":"The Agency of Infrastructure: A Critical Acquisition Framework for Understanding Infrastructure Development within Inequitable Societies","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","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":"University of Waterloo","keywords":"Critical infrastructure; Agency (philosophy); Water infrastructure; Political science; Environmental planning; Regional science; Sociology; Geography; Engineering; Social science; Law","score_opus":0.02533270155974621,"score_gpt":0.22012649612367988,"score_spread":0.19479379456393367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580204154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650589,0.000695226,0.023785813,0.0021743404,0.00194025,0.0006387079,0.0004142944,0.00004600553,0.005246457],"genre_scores_gemma":[0.9526182,0.000098386256,0.022450712,0.00007982157,0.00016874506,0.0000037294415,0.00035208094,0.00005233972,0.024175989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99877214,0.00001826452,0.00045527113,0.0003455933,0.00006171844,0.00034702182],"domain_scores_gemma":[0.99861383,0.00022472865,0.00075275794,0.00026365524,0.00007346228,0.00007153724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004208288,0.00023411942,0.00058622076,0.00019368302,0.00054234226,0.000048004244,0.00042535044,0.0005068669,0.00013227267],"category_scores_gemma":[0.00014471453,0.00025367746,0.00021961925,0.00012541602,0.00021312344,0.00020525292,0.00006850971,0.0002922487,0.000015348971],"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":[0.00020003437,0.000019971249,0.000989978,0.000967453,0.00021217357,4.891262e-7,0.08044989,0.00012268583,0.00004738512,0.9110575,0.005626259,0.000306214],"study_design_scores_gemma":[0.00037254475,0.000094249684,0.008691378,0.00017763244,0.00004173988,5.650049e-7,0.04491935,0.0005716308,0.00033380254,0.94334716,0.0011434894,0.00030647306],"about_ca_topic_score_codex":0.0004590089,"about_ca_topic_score_gemma":0.0006729526,"teacher_disagreement_score":0.035530537,"about_ca_system_score_codex":0.00027856723,"about_ca_system_score_gemma":0.00009001835,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W2580442242","doi":"","title":"Self-Assembling Peptide-Carbon Nanotube Dispersions and Hydrogels for Tissue Engineering and Biosensor Applications","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Supramolecular Self-Assembly in Materials","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":"Self-healing hydrogels; Carbon nanotube; Biosensor; Nanotechnology; Tissue engineering; Self-assembling peptide; Materials science; Peptide; Self-assembly; Engineering; Biomedical engineering; Chemistry; Polymer chemistry; Biochemistry","score_opus":0.009000013013587351,"score_gpt":0.2219616417419867,"score_spread":0.21296162872839935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580442242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976443,0.00034161482,0.00008203473,0.00015790018,0.00030514807,0.0010786785,0.00012019885,0.0001783809,0.00009173433],"genre_scores_gemma":[0.8890185,0.0005166659,0.087232135,0.00001952734,0.00022366385,0.00004439121,0.0007610998,0.00019763628,0.021986375],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984855,0.00005657782,0.00020846573,0.0006096626,0.00027717627,0.00036259514],"domain_scores_gemma":[0.9987969,0.0001118754,0.00026685544,0.0003700754,0.000252836,0.00020148892],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035646485,0.00033672567,0.0005495874,0.00028747955,0.00023212183,0.00009554015,0.00031680017,0.00035601377,0.00001930918],"category_scores_gemma":[0.000041369476,0.0004000593,0.00007212278,0.0001546571,0.0000561714,0.00021268801,0.000122038,0.00010832498,0.000016498938],"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":[0.00005993629,0.00004330697,0.000039504317,0.0008032034,0.00005597442,0.000007792624,0.015045124,0.000027477996,0.9833738,0.00021581256,0.00008097907,0.0002470395],"study_design_scores_gemma":[0.0017841297,0.00033418715,0.00042883537,0.00044030687,0.0009847806,0.000029328396,0.0620814,0.0021782424,0.9230031,0.00034741696,0.0071257474,0.0012625536],"about_ca_topic_score_codex":0.00222296,"about_ca_topic_score_gemma":0.0017534696,"teacher_disagreement_score":0.10862581,"about_ca_system_score_codex":0.00009078255,"about_ca_system_score_gemma":0.00009145791,"threshold_uncertainty_score":0.99984515},"labels":[],"label_agreement":null},{"id":"W2580505187","doi":"","title":"A New Measure For Clustering Model Selection","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Clustering Algorithms Research","field":"Computer 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":"University of Waterloo","keywords":"Measure (data warehouse); Cluster analysis; Selection (genetic algorithm); Computer science; Data mining; Artificial intelligence","score_opus":0.024037401848323613,"score_gpt":0.24678027070918093,"score_spread":0.2227428688608573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580505187","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":[0.029199889,0.000078704805,0.9691858,0.00034677255,0.0002684734,0.00048119854,0.00001066815,0.00019236957,0.00023610747],"genre_scores_gemma":[0.002384047,0.000071662915,0.47527757,0.0000056059025,0.00005385348,0.0000014433973,0.000060176026,0.000031112195,0.5221145],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983701,0.00003071233,0.00012459503,0.0005787483,0.00048813145,0.0004076941],"domain_scores_gemma":[0.9988083,0.000035929635,0.00019427994,0.00040356597,0.00039504332,0.00016284034],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011784995,0.00024176064,0.00035383913,0.00036782448,0.00033869062,0.000041441413,0.0010920678,0.00028236787,0.000009723837],"category_scores_gemma":[0.000020968906,0.00030908678,0.00019040269,0.00035054225,0.00002730107,0.0006059147,0.00018074005,0.00029037512,0.000014102834],"study_design_candidate":"simulation_or_modeling","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":[0.0012054169,0.00018277818,0.000034249886,0.0017048864,0.0004677612,0.00008262292,0.34719303,0.2169273,0.032828066,0.0011210355,0.015782757,0.38247007],"study_design_scores_gemma":[0.00094460027,0.00018264314,0.00008869511,0.00017517245,0.00003034153,0.000014152482,0.0048249047,0.9896762,0.002673834,0.0005966334,0.0003884801,0.00040436696],"about_ca_topic_score_codex":0.006517375,"about_ca_topic_score_gemma":0.02387457,"teacher_disagreement_score":0.7727489,"about_ca_system_score_codex":0.00020619354,"about_ca_system_score_gemma":0.0004392759,"threshold_uncertainty_score":0.9999361},"labels":[],"label_agreement":null},{"id":"W2580932841","doi":"","title":"Embodied Depth: Re-interpreting the Park in St.James Town","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Embodied cognition; Geography; Cartography; Environmental ethics; Archaeology; Philosophy; Epistemology","score_opus":0.006693025921074574,"score_gpt":0.18431750261466534,"score_spread":0.17762447669359077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580932841","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":[0.9526534,0.00011236983,0.0000053871527,0.0013792295,0.00018501775,0.00019134849,0.000017639408,0.000019643283,0.045435943],"genre_scores_gemma":[0.45439604,0.00019004247,0.00018462293,0.00007036657,0.000018271876,8.0276857e-7,0.000054524302,0.000017036005,0.5450683],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99886155,0.00007667255,0.00011808072,0.00036732655,0.00032006923,0.00025629305],"domain_scores_gemma":[0.99936986,0.000057380603,0.00023647449,0.00026542638,0.000004129594,0.000066733824],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012456726,0.0002014578,0.0002581111,0.00006327153,0.00020434918,0.0000036650417,0.00051149004,0.00014374939,0.0037403686],"category_scores_gemma":[0.0000071457343,0.00014979612,0.0001434289,0.000099968405,0.0011160192,0.00014163699,0.00016294308,0.00020704995,0.00031384436],"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":[0.00112484,0.00040534596,0.04699931,0.0001417076,0.00017939537,0.0002416273,0.77467203,0.0003921259,0.017585369,0.000104871346,0.09214667,0.06600671],"study_design_scores_gemma":[0.0008585204,0.00020429671,0.13488668,0.0005542502,0.00010842796,0.000005446723,0.80199194,0.00009405362,0.00076443434,0.00041109318,0.05928658,0.00083430996],"about_ca_topic_score_codex":0.03710995,"about_ca_topic_score_gemma":0.07952082,"teacher_disagreement_score":0.49963236,"about_ca_system_score_codex":0.0003784266,"about_ca_system_score_gemma":0.0000147367155,"threshold_uncertainty_score":0.9971703},"labels":[],"label_agreement":null},{"id":"W2581192578","doi":"","title":"Unearthing the power in GMO discourse: An analysis of Canadian agriculture and agrifood debates","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Food and Agriculture","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":"European Commission; Dairy Farmers of Canada; Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","keywords":"Agriculture; Critical discourse analysis; Power (physics); Political science; Discourse analysis; Sociology; International trade; Business; Geography; Linguistics; Politics; Law; Ideology; Archaeology; Philosophy","score_opus":0.007413035535781221,"score_gpt":0.18395236588506186,"score_spread":0.17653933034928065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581192578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994454,0.00023805076,6.6734085e-9,0.004383167,0.000067437,0.00015145252,0.00022418877,0.00000945747,0.00047220208],"genre_scores_gemma":[0.96245986,0.0001966056,0.000010360448,0.000011731175,0.000028370023,1.8960425e-7,0.0010246044,0.0000010556995,0.03626723],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99909616,0.00006269954,0.000110906796,0.00030549415,0.0001870812,0.00023766817],"domain_scores_gemma":[0.99935853,0.00003396989,0.00025818986,0.00011361733,0.00010191567,0.00013375196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013165112,0.00019202397,0.00041020746,0.00013810546,0.00039291912,0.000056265584,0.00051862624,0.0003183328,0.00023672446],"category_scores_gemma":[0.0000109151615,0.00006907737,0.00016093176,0.00074908667,0.00009780074,0.00022029395,0.0000314623,0.00023793623,0.0000020743832],"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":[0.00027622224,0.000515827,0.05890245,0.0002060393,0.002655851,0.00014947797,0.44587046,0.00019340952,0.45521995,0.00075682456,0.005979206,0.029274281],"study_design_scores_gemma":[0.00008406952,0.00011670902,0.72570646,0.00007270618,0.00039874873,9.798881e-7,0.27111015,0.000014468031,0.0010675209,0.000015751575,0.001221738,0.0001906913],"about_ca_topic_score_codex":0.7837192,"about_ca_topic_score_gemma":0.99674624,"teacher_disagreement_score":0.666804,"about_ca_system_score_codex":0.000024239876,"about_ca_system_score_gemma":0.000024332217,"threshold_uncertainty_score":0.3022056},"labels":[],"label_agreement":null},{"id":"W2581201032","doi":"","title":"Simulating the Effects of Enclosure Retrofits on Post-War High-Rise Apartment Buildings in Cold Climates","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort Optimization","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":"Enclosure; High rise; Apartment; Cold war; Architectural engineering; Engineering; Environmental science; Forensic engineering; Civil engineering; Political science; Structural engineering; Electrical engineering; Law","score_opus":0.003899147967474298,"score_gpt":0.16428405865543333,"score_spread":0.16038491068795904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581201032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988527,0.00023054745,0.00001372132,0.000023358813,0.00036761648,0.0002703202,0.0000138014975,0.0000765095,0.00015140319],"genre_scores_gemma":[0.9908855,0.0003047398,0.00091889774,0.0000066559983,0.000016419763,0.0000015131958,0.0001576949,0.00003752232,0.007671079],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922425,0.00003828553,0.00014941074,0.00019630269,0.00019009836,0.0002016499],"domain_scores_gemma":[0.999367,0.00010423948,0.00016763422,0.00024404396,0.00008225185,0.000034860095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010041976,0.00021754422,0.00033251388,0.00022739974,0.00008608319,0.0000058215674,0.00026907105,0.0002721001,0.000026382306],"category_scores_gemma":[0.000018275434,0.00021195455,0.00009824486,0.00019964535,0.000032708205,0.000114313174,0.000030465624,0.00024344656,0.0000025043414],"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":[0.00055862253,0.00019565999,0.0024077736,0.003259468,0.0003736023,0.000040718733,0.11636824,0.80926746,0.06213819,0.0027988092,0.00034684537,0.0022446243],"study_design_scores_gemma":[0.007303972,0.0038716889,0.040809758,0.010128974,0.0014041652,0.0000033257493,0.10191852,0.09856094,0.73201555,0.0006402815,0.00037734714,0.0029654899],"about_ca_topic_score_codex":0.0062640677,"about_ca_topic_score_gemma":0.004019534,"teacher_disagreement_score":0.71070653,"about_ca_system_score_codex":0.000067321525,"about_ca_system_score_gemma":0.000016177908,"threshold_uncertainty_score":0.9469438},"labels":[],"label_agreement":null},{"id":"W2581370027","doi":"","title":"Hybrid Time and Time-Frequency Blind Source Separation Towards Ambient System Identi cation of Structures","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Blind Source Separation Techniques","field":"Computer 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; University Network of Excellence in Nuclear Engineering","keywords":"Blind signal separation; Separation (statistics); Computer science; Telecommunications; Machine learning","score_opus":0.006821240885864008,"score_gpt":0.2189950129033199,"score_spread":0.2121737720174559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581370027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892024,0.00006662846,0.008894743,0.00021393233,0.00018270506,0.0005038498,0.000033488857,0.00023032489,0.0006719537],"genre_scores_gemma":[0.8277315,0.000046675344,0.033698037,0.000018417146,0.000051478524,0.000002139526,0.0010222374,0.00004056967,0.13738897],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837554,0.00014530012,0.00027598502,0.0005021182,0.0005111112,0.00018994586],"domain_scores_gemma":[0.9980322,0.000028259414,0.0007653868,0.00059489504,0.000486172,0.000093069466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003600435,0.00026383268,0.00045900597,0.00052704534,0.00017761448,0.00009054855,0.0007803469,0.00034484264,0.000046001027],"category_scores_gemma":[0.000016383825,0.0003074363,0.00012849615,0.00022564411,0.000092591545,0.00075056497,0.00013151663,0.0003014709,0.000035300585],"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":[0.0003247844,0.000230099,0.00016254208,0.0017222385,0.00037320374,0.00003538517,0.2858305,0.00041489312,0.6656335,0.023411207,0.0029280786,0.018933564],"study_design_scores_gemma":[0.0033991025,0.0012201788,0.019169714,0.0012476678,0.00073134253,0.00011131875,0.029756779,0.089267924,0.8444092,0.007322436,0.0008828736,0.002481431],"about_ca_topic_score_codex":0.010752063,"about_ca_topic_score_gemma":0.002126665,"teacher_disagreement_score":0.2560737,"about_ca_system_score_codex":0.00008050498,"about_ca_system_score_gemma":0.0001804282,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W2581413624","doi":"","title":"Has the Redesign of Columbia Lake Improved Water Quality in Laurel Creek","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Quality and Pollution Assessment","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":"University of Waterloo","keywords":"Water quality; Environmental science; Hydrology (agriculture); Geography; Engineering; Ecology; Biology; Geotechnical engineering","score_opus":0.024974289056802313,"score_gpt":0.22683986662124658,"score_spread":0.20186557756444426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581413624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673617,0.000014128542,0.000009728106,0.0012538527,0.00015364123,0.00041982217,0.00009317242,0.000020879996,0.0012986128],"genre_scores_gemma":[0.60581154,0.000056655153,0.00041899417,0.00003580259,0.000010653475,0.0000012028149,0.00032341527,0.000014031918,0.3933277],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981888,0.00036920657,0.0003082998,0.0003725383,0.0004382478,0.00032293447],"domain_scores_gemma":[0.99906236,0.000047895504,0.0003292263,0.00045514663,0.000032185475,0.00007318412],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064492784,0.00018580248,0.0004374547,0.000060643706,0.00030218333,0.00003204943,0.0005743566,0.00028395143,0.0038556613],"category_scores_gemma":[0.000011180874,0.00018186244,0.00018790558,0.00017532373,0.00048377126,0.00019950398,0.00013368955,0.00030331555,0.000102607206],"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":[0.0009796242,0.0010102818,0.04864392,0.0006183374,0.00024036487,0.000069370886,0.7479712,0.0005336387,0.15729342,0.00007148402,0.040082622,0.0024857367],"study_design_scores_gemma":[0.0025334016,0.00037445812,0.79758215,0.00020246596,0.00016168371,0.0000050644057,0.15772568,0.00024107887,0.019279454,0.00066715066,0.020292845,0.0009345502],"about_ca_topic_score_codex":0.63645816,"about_ca_topic_score_gemma":0.9501813,"teacher_disagreement_score":0.74893826,"about_ca_system_score_codex":0.00012792747,"about_ca_system_score_gemma":0.00004982456,"threshold_uncertainty_score":0.99705493},"labels":[],"label_agreement":null},{"id":"W2581432378","doi":"","title":"Hydrodesulfurization and Hydrodenitrogenation of Model Compounds Using in-situ Hydrogen over Nano-Dispersed Mo Sulfide Based Catalysts","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Catalysis and Hydrodesulfurization 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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Hydrodenitrogenation; Hydrodesulfurization; Catalysis; Hydrogen sulfide; Sulfide; In situ; Hydrogen; Chemistry; Materials science; Organic chemistry; Sulfur","score_opus":0.009992050341119163,"score_gpt":0.20070977644081114,"score_spread":0.19071772609969198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581432378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985025,0.00024530164,0.00027359082,0.000020212578,0.00010104037,0.00028889865,0.00010019596,0.00007614711,0.0003921249],"genre_scores_gemma":[0.9944319,0.00015713976,0.0011746781,0.0000035761202,0.000017885337,0.0000010203405,0.0014220391,0.000061456005,0.0027302993],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985443,0.000031731237,0.00036637037,0.000407411,0.00039075466,0.0002594841],"domain_scores_gemma":[0.9990679,0.000033643722,0.00031691877,0.0003053839,0.00019472167,0.00008143362],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016946322,0.0003598985,0.00072400214,0.0008977164,0.00013313744,0.000021190845,0.0002219946,0.0004148241,0.0000106481975],"category_scores_gemma":[0.00001369907,0.00045976051,0.00017785588,0.0004931098,0.00011066643,0.0003433899,0.000048155416,0.00025443916,0.0000026626576],"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":[0.00008247546,0.00006282511,0.00080790604,0.0005166806,0.00017362493,0.0000044217823,0.020100703,0.15049925,0.82752424,0.000039703373,0.000048643455,0.00013952465],"study_design_scores_gemma":[0.0013111567,0.00002085453,0.0023160817,0.00021769074,0.00040130212,0.0000016833584,0.0054130107,0.7546904,0.23502499,0.00009683586,0.000011885083,0.0004941185],"about_ca_topic_score_codex":0.0046330257,"about_ca_topic_score_gemma":0.05832184,"teacher_disagreement_score":0.6041911,"about_ca_system_score_codex":0.00013105026,"about_ca_system_score_gemma":0.00007101643,"threshold_uncertainty_score":0.9997854},"labels":[],"label_agreement":null},{"id":"W2581498013","doi":"","title":"Ruptures in Canada’s Nationalist Narrative: Situating Toronto’s Former-Yugoslav Immigrants in the Indigenous-Settler Context","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Nationalism; Indigenous; Immigration; Narrative; Context (archaeology); Gender studies; Political science; History; Ethnology; Sociology; Media studies; Literature; Art; Law; Politics; Archaeology","score_opus":0.011974816079245623,"score_gpt":0.26000492605227554,"score_spread":0.24803010997302993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581498013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621842,0.00050237426,1.5028654e-7,0.0012703139,0.00069329416,0.00085868343,0.000060135557,0.000008928925,0.034421943],"genre_scores_gemma":[0.7505184,0.0012037202,0.000028583861,0.000037382273,0.00010887922,8.9663666e-7,0.00042944838,0.000011827522,0.24766089],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978646,0.00036854815,0.00022688598,0.00030774283,0.0007098,0.0005223894],"domain_scores_gemma":[0.99868727,0.00014797377,0.0005326176,0.0002693651,0.00027677027,0.00008600278],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008321486,0.00020902061,0.0003701381,0.00015460039,0.0055835424,0.00005639165,0.0009004405,0.00029440687,0.0003094838],"category_scores_gemma":[0.000015876341,0.0001876218,0.0000828758,0.00012866604,0.00016367593,0.0004972956,0.0000023962987,0.00033309523,0.000006775059],"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":[0.00004583308,0.00006488727,0.0025513372,0.00008267329,0.00002357254,0.000018323391,0.9920854,0.0000035013973,0.0000028120985,0.0035998593,0.0005090045,0.0010127702],"study_design_scores_gemma":[0.0003122135,0.0000235946,0.07430439,0.0001523311,0.00001772991,5.577591e-7,0.89800584,0.0000024744054,0.000012085152,0.00026943366,0.026689552,0.0002097648],"about_ca_topic_score_codex":0.9999765,"about_ca_topic_score_gemma":0.99999994,"teacher_disagreement_score":0.21323894,"about_ca_system_score_codex":0.0021808457,"about_ca_system_score_gemma":0.035248067,"threshold_uncertainty_score":0.995711},"labels":[],"label_agreement":null},{"id":"W2581541389","doi":"","title":"The Fictional and The Real","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Art","score_opus":0.009366505739657308,"score_gpt":0.1735947393952142,"score_spread":0.1642282336555569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581541389","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":[0.98138857,0.0006330964,0.00016175098,0.00015832736,0.0004248173,0.0002162135,0.000017849465,0.00010299797,0.016896356],"genre_scores_gemma":[0.3588509,0.0040450436,0.0004888498,0.000009747494,0.00012355669,0.0000012472616,0.0001408552,0.000046203702,0.6362936],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995449,0.000036801215,0.000054340755,0.00010846804,0.00012591311,0.0001295681],"domain_scores_gemma":[0.9996284,0.00008326267,0.00004490666,0.00017096948,0.000038101254,0.00003430982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010996216,0.00012426675,0.0001497389,0.000049759325,0.00035248467,0.000014659741,0.00021409479,0.00012376843,0.000039436425],"category_scores_gemma":[0.0000040674927,0.00008628209,0.000078989484,0.000038063285,0.0001602224,0.000048088063,0.000023648146,0.00022224305,0.000013483177],"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":[0.0025560393,0.000047562975,0.00065326015,0.00071971636,0.0011637085,0.000034300636,0.9085033,0.0020486251,0.0009734876,0.018385436,0.02224528,0.042669307],"study_design_scores_gemma":[0.011112382,0.00045579826,0.18074934,0.00060601416,0.0021794979,0.000051151623,0.6409833,0.045649894,0.0028529796,0.0705839,0.041640118,0.0031356502],"about_ca_topic_score_codex":0.009758358,"about_ca_topic_score_gemma":0.037388314,"teacher_disagreement_score":0.6225377,"about_ca_system_score_codex":0.000014037328,"about_ca_system_score_gemma":0.000016558042,"threshold_uncertainty_score":0.99683577},"labels":[],"label_agreement":null},{"id":"W2581836848","doi":"","title":"Concept Mining: A Conceptual Understanding based Approach","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Semantic Web and Ontologies","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; University of Waterloo","keywords":"Data science; Computer science","score_opus":0.03713657951605887,"score_gpt":0.21837930857362628,"score_spread":0.18124272905756741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581836848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58461404,0.00077897403,0.36807108,0.005651221,0.0017629856,0.0010916766,0.000028578526,0.0009449233,0.037056495],"genre_scores_gemma":[0.58865297,0.000041610347,0.15678012,0.00025054737,0.00006499958,6.3105546e-7,0.00045120754,0.000030186884,0.2537277],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99850446,0.000083038256,0.00013926285,0.0005454852,0.0003851811,0.0003425559],"domain_scores_gemma":[0.9989352,0.000089421665,0.00028791415,0.00049103005,0.0001009174,0.000095466436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013502892,0.00026629135,0.0004797037,0.00027481545,0.00022685867,0.000061166225,0.0012435826,0.000331132,0.000040335075],"category_scores_gemma":[0.0000186762,0.00029940822,0.00019475733,0.00029010145,0.00021029887,0.000336862,0.00007206668,0.00020515293,0.000011616854],"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":[0.00024231407,0.0003392707,0.00023951479,0.00032535873,0.00025883515,0.00026460981,0.86915785,0.0010453005,0.00065371016,0.09024217,0.02810934,0.009121703],"study_design_scores_gemma":[0.0015681523,0.00035293796,0.0011408151,0.00026759092,0.00012226097,0.00000419749,0.9604122,0.032867234,0.001021904,0.00082348153,0.00070503907,0.0007141725],"about_ca_topic_score_codex":0.0034191692,"about_ca_topic_score_gemma":0.005547627,"teacher_disagreement_score":0.21667123,"about_ca_system_score_codex":0.00013398378,"about_ca_system_score_gemma":0.00021735295,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W2581941172","doi":"","title":"Cultural planning as an instrument for locating Ontario provincial parks within the valuable landscape of a community: A case study of Sandbanks Provincial Park in Prince Edward County, Ontario","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Geography; Archaeology; Environmental planning","score_opus":0.05382240912455825,"score_gpt":0.24469789242253165,"score_spread":0.1908754832979734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581941172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99552023,0.000014244799,4.829185e-7,0.000042844953,0.00015330793,0.0018499056,0.000032001746,0.000017391678,0.0023695976],"genre_scores_gemma":[0.93045366,8.9465664e-7,0.00010172849,0.000010268278,0.000048030957,0.000007173192,0.00060889206,0.000011004787,0.06875834],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998747,0.00018096386,0.00033517668,0.00020288525,0.00034133476,0.00019265864],"domain_scores_gemma":[0.9986398,0.00004772952,0.00067529804,0.00026695634,0.0003363633,0.00003382008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055699266,0.00024002588,0.00046082723,0.00013886666,0.0006904928,0.00008767682,0.00040791932,0.000119449505,0.00009242562],"category_scores_gemma":[0.000013876482,0.00019843665,0.00009709791,0.000062101004,0.00008777385,0.00056384533,0.00009368602,0.00047941803,4.0149567e-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":[0.0011679912,0.0005174673,0.017410845,0.00037260097,0.00012028411,0.0000383478,0.97850674,0.00023528574,0.000024639241,0.000425142,0.00019218087,0.000988475],"study_design_scores_gemma":[0.001694597,0.0017411655,0.016223753,0.0003157149,0.00027571133,0.0000038491385,0.9784785,0.00018828058,0.000034747914,0.00017504719,0.0006339041,0.00023471282],"about_ca_topic_score_codex":0.9852626,"about_ca_topic_score_gemma":0.99985135,"teacher_disagreement_score":0.06638874,"about_ca_system_score_codex":0.00023319891,"about_ca_system_score_gemma":0.00029320523,"threshold_uncertainty_score":0.80920124},"labels":[],"label_agreement":null},{"id":"W2582541360","doi":"","title":"Exploring Householders' Interest in Home Energy Goal-Setting","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Education and Sustainability","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":"Goal setting; Energy (signal processing); Psychology; Social psychology; Mathematics","score_opus":0.03326305360382524,"score_gpt":0.20070837442907968,"score_spread":0.16744532082525443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582541360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967545,0.000024626082,0.0000035254097,0.00016950317,0.00025331602,0.00014037189,0.0000058138985,0.00003317758,0.0026151321],"genre_scores_gemma":[0.81071526,0.00016702004,0.00035274116,0.00001936221,0.000011215642,0.0000021162869,0.00010182384,0.000023936755,0.18860653],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988277,0.000075255964,0.00015865028,0.00045845358,0.00017245844,0.00030747688],"domain_scores_gemma":[0.99934614,0.00002093129,0.00017594395,0.00033523762,0.00000773313,0.00011399511],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015253622,0.00021952167,0.00026917944,0.00016382146,0.00011550582,0.000010286273,0.00040974072,0.0001610578,0.0026133494],"category_scores_gemma":[0.000011239016,0.00027308255,0.00011395707,0.00019244335,0.00017110708,0.00050305383,0.00017049028,0.00023677779,0.00012237304],"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":[0.0004159576,0.0010383333,0.19454914,0.000469111,0.00007239025,0.00014247341,0.73281646,0.0002742826,0.007571166,0.0005582405,0.0019942168,0.060098242],"study_design_scores_gemma":[0.0004363616,0.000069867,0.53778315,0.000107636886,0.000031256674,0.0000012318039,0.45723167,0.00003236589,0.0018596485,0.00041814012,0.0016059076,0.00042276265],"about_ca_topic_score_codex":0.1537735,"about_ca_topic_score_gemma":0.22064626,"teacher_disagreement_score":0.343234,"about_ca_system_score_codex":0.00046085034,"about_ca_system_score_gemma":0.000023171762,"threshold_uncertainty_score":0.99997216},"labels":[],"label_agreement":null},{"id":"W2582616359","doi":"","title":"Heat Generation Measurements of Prismatic Lithium Ion Batteries","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":10,"is_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":"Lithium (medication); Ion; Materials science; Nuclear engineering; Mechanical engineering; Engineering physics; Engineering; Chemistry; Psychology","score_opus":0.02101909427658018,"score_gpt":0.2076028523517068,"score_spread":0.18658375807512662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582616359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971679,0.0000963712,0.00017203671,0.00004678628,0.0015797894,0.00038877572,0.000031742446,0.00008345993,0.0004331579],"genre_scores_gemma":[0.6888809,0.00024159267,0.011313831,0.00002316474,0.000258696,0.000008351812,0.0029224653,0.00018414953,0.29616684],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897206,0.000047679256,0.0002481858,0.00020562782,0.0003276971,0.00019873185],"domain_scores_gemma":[0.99935174,0.000010395516,0.00012074989,0.0003109622,0.00016296432,0.000043176675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000105576444,0.00025298557,0.00045514957,0.00020407663,0.00006725342,0.000018284241,0.00024526523,0.00021446074,0.0007695575],"category_scores_gemma":[0.0000065968916,0.00030551205,0.00006364565,0.00008373468,0.00004424847,0.00037875967,0.00003133712,0.000099706536,0.00007301301],"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":[0.000031780673,0.000031978776,0.00013813807,0.001717965,0.00015474949,0.0000018796121,0.029626476,0.0017868531,0.96044433,0.0000056293875,0.005570275,0.00048991496],"study_design_scores_gemma":[0.0005474773,0.0000977124,0.0017325572,0.00055620895,0.00019442989,9.810634e-7,0.015753064,0.0008377768,0.9795543,0.000049020615,0.00021658691,0.00045988985],"about_ca_topic_score_codex":0.0016321823,"about_ca_topic_score_gemma":0.0022980894,"teacher_disagreement_score":0.30828696,"about_ca_system_score_codex":0.00010458654,"about_ca_system_score_gemma":0.000018088964,"threshold_uncertainty_score":0.9999397},"labels":[],"label_agreement":null},{"id":"W2582789402","doi":"","title":"Integrating supportive housing into the continuum of care in Ontario","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Canadian Institutes of Health Research","keywords":"Continuum of care; Supportive housing; Housing First; Political science; Sociology; Business; Nursing; Psychology; Medicine; Economic growth; Economics; Psychotherapist; Health care","score_opus":0.012707439070531732,"score_gpt":0.2783284573663596,"score_spread":0.26562101829582785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582789402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99469227,0.00013695979,0.0000016398441,0.00035667646,0.0014108295,0.00052906806,0.000013464132,0.000021029125,0.0028380766],"genre_scores_gemma":[0.7873759,0.000026593036,0.00068899564,0.000009043659,0.000050649927,0.0000011273524,0.00048242937,0.00002305061,0.21134219],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99876523,0.00018375966,0.0002832556,0.0002537114,0.00021996416,0.0002940668],"domain_scores_gemma":[0.9983255,0.00015845019,0.0006857007,0.00029982612,0.00048141036,0.000049100487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002751686,0.00019196952,0.0005532397,0.0002844581,0.00041499652,0.000004918303,0.00032702996,0.0005562675,0.0004269843],"category_scores_gemma":[0.000044441113,0.00016918317,0.00016610572,0.0001985534,0.000101010286,0.000101913785,0.000069906295,0.0015015373,0.000013295572],"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":[0.00033560637,0.00002101835,0.02155663,0.00044867847,0.000030765503,0.0000099472045,0.97154653,5.71552e-7,0.0017603979,0.000037524056,0.0010225389,0.0032297878],"study_design_scores_gemma":[0.0005352258,0.00011463435,0.09571723,0.00090973196,0.000114910465,1.6008853e-7,0.9005736,0.0000016476262,0.0005864969,0.000088512716,0.0012155239,0.0001423323],"about_ca_topic_score_codex":0.9355614,"about_ca_topic_score_gemma":0.9994089,"teacher_disagreement_score":0.20850411,"about_ca_system_score_codex":0.00036989513,"about_ca_system_score_gemma":0.000939554,"threshold_uncertainty_score":0.6899089},"labels":[],"label_agreement":null},{"id":"W2582808687","doi":"","title":"Cycling in Toronto: Route Choice Behavior and Implications to Infrastructure Planning","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Transport and Accessibility","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":"Cycling; Transport engineering; Business; Computer science; Engineering; Geography; Forestry","score_opus":0.01627198698178618,"score_gpt":0.30254797536933536,"score_spread":0.2862759883875492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582808687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936941,0.00014670435,0.000001961156,0.000362027,0.0001794143,0.0003367335,0.00004951424,0.000027641594,0.0052018845],"genre_scores_gemma":[0.9129418,0.000055019205,0.00037471257,0.0000074243508,0.00005170423,0.0000011990065,0.00017101702,0.000008725753,0.08638837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991653,0.000030351926,0.000101540536,0.0003173894,0.00016344058,0.00022199789],"domain_scores_gemma":[0.9993326,0.000026881655,0.00018549115,0.00024495556,0.00008416335,0.00012591589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014492452,0.00012945838,0.00025249907,0.000081967795,0.0006373038,0.000055666947,0.0004563645,0.00026916977,0.00017661172],"category_scores_gemma":[0.000027325397,0.00016043337,0.000058669226,0.000074198346,0.00010049458,0.0005210875,0.00002501865,0.00017405934,0.0000021099224],"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":[0.00002653078,0.000021182797,0.7343542,0.000043131135,0.0000103855255,0.000005993846,0.25803098,0.000004816935,0.00038204013,0.000078173296,0.00010340551,0.0069391257],"study_design_scores_gemma":[0.00015078194,0.000011222614,0.84364897,0.00010310189,0.000056186913,4.6065853e-8,0.15486845,0.0000012955271,0.000021385296,0.00007260074,0.000924387,0.00014157088],"about_ca_topic_score_codex":0.6282933,"about_ca_topic_score_gemma":0.94440156,"teacher_disagreement_score":0.31610826,"about_ca_system_score_codex":0.00021379541,"about_ca_system_score_gemma":0.000127884,"threshold_uncertainty_score":0.65422827},"labels":[],"label_agreement":null},{"id":"W2582962953","doi":"","title":"Biomechanics of Lateral Hip Impacts: the Influence of Measurement Technique and Contact Area","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hip disorders 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":"Division of Graduate Education; University of Waterloo","keywords":"Biomechanics; Engineering; Physical medicine and rehabilitation; Medicine; Anatomy","score_opus":0.0126349361299041,"score_gpt":0.2173021404037111,"score_spread":0.204667204273807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582962953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988109,0.00018397711,0.000010241633,0.00023347326,0.000026538364,0.00060444314,0.0000285108,0.000011927788,0.000090023575],"genre_scores_gemma":[0.9949293,0.00025847263,0.00018266689,0.000010455894,0.0000031487818,9.616779e-7,0.00009424654,0.0000129704995,0.004507772],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999128,0.00003902355,0.00014534999,0.0001744982,0.00037656017,0.00013656283],"domain_scores_gemma":[0.99896085,0.000018318351,0.00034758527,0.00027208874,0.00033416876,0.0000669984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021050723,0.00017182008,0.0004778465,0.00018314496,0.00005462089,0.0000035760536,0.00015083747,0.0001949336,0.000027406693],"category_scores_gemma":[0.00002201797,0.00013260593,0.00011537715,0.00011697247,0.00007030358,0.00005734415,0.00003107026,0.00012468151,0.000001579607],"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":[0.0029177943,0.00082252396,0.04984534,0.005146446,0.0018380412,0.00005917942,0.10437205,0.000005921371,0.83078074,0.00025049038,0.00037203266,0.0035894194],"study_design_scores_gemma":[0.009595171,0.0051709274,0.59133464,0.008172669,0.0035480917,0.000030223555,0.08251812,0.000107241845,0.29763225,0.00081979507,0.00031811974,0.0007527236],"about_ca_topic_score_codex":0.026508728,"about_ca_topic_score_gemma":0.007339997,"teacher_disagreement_score":0.5414893,"about_ca_system_score_codex":0.000054395736,"about_ca_system_score_gemma":0.00008930831,"threshold_uncertainty_score":0.97997385},"labels":[],"label_agreement":null},{"id":"W2583012081","doi":"","title":"Adaptive Wireless Biomedical Capsule Localization and Tracking","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Indoor and Outdoor Localization 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":"University of Waterloo","keywords":"Wireless; Tracking (education); Computer science; Capsule; Telecommunications; Biology; Psychology","score_opus":0.010198181261796588,"score_gpt":0.19371303905335566,"score_spread":0.18351485779155907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583012081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99397206,0.00043936595,0.0038160363,0.000051935036,0.0003936484,0.00018715343,0.00004672466,0.00047704738,0.00061604904],"genre_scores_gemma":[0.97701293,0.0004768498,0.00062818185,0.0000044579674,0.00003429586,5.3031647e-7,0.0007832655,0.00004848065,0.021011034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99926084,0.000017502376,0.00011101386,0.00019702893,0.00022976968,0.00018385914],"domain_scores_gemma":[0.9995261,0.000009369508,0.00007530176,0.0001447162,0.00016902009,0.000075495336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007508018,0.000190212,0.00029948744,0.0002973622,0.00009201509,0.000015501486,0.00017715257,0.0004681916,0.00004226036],"category_scores_gemma":[0.000011527859,0.00022535818,0.000048399634,0.00023258849,0.00012629846,0.00016585093,0.000028587008,0.00019590095,0.000014200294],"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":[0.00043143757,0.00025053407,0.0009447273,0.00457831,0.0010687908,0.00030889464,0.63516486,0.014035619,0.024660412,0.0043177293,0.04767479,0.2665639],"study_design_scores_gemma":[0.0022620051,0.00034512248,0.0017531202,0.00091131724,0.00041661202,0.0000124268,0.7430152,0.21378584,0.030755464,0.0018121573,0.003528603,0.0014021271],"about_ca_topic_score_codex":0.0024934823,"about_ca_topic_score_gemma":0.00463764,"teacher_disagreement_score":0.26516175,"about_ca_system_score_codex":0.00008616356,"about_ca_system_score_gemma":0.000039337872,"threshold_uncertainty_score":0.918984},"labels":[],"label_agreement":null},{"id":"W2583373322","doi":"","title":"Lived Experiences of the Trails: Perspectives from Three Southwestern Ontario Trail Organizations","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Recreation, Leisure, Wilderness Management","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":"Geography; Lived experience; Environmental ethics; Archaeology; Psychology; Psychoanalysis; Philosophy","score_opus":0.015845174546209588,"score_gpt":0.22173910651182363,"score_spread":0.20589393196561404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583373322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99496675,0.00015694303,0.000063219006,0.00020055838,0.00081925007,0.00067919865,0.000029040693,0.00004828318,0.003036782],"genre_scores_gemma":[0.6059518,0.000013799763,0.00026554204,0.000002013393,0.000035964793,0.0000048490515,0.00022106808,0.000027307111,0.39347765],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984984,0.0001298209,0.00022274026,0.0005364048,0.00037844863,0.00023417927],"domain_scores_gemma":[0.9981901,0.000056274195,0.0006081121,0.00067332643,0.0004088692,0.00006329621],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007142791,0.00029420675,0.00047563252,0.00019462849,0.00023457318,0.000034040626,0.0009114324,0.00031276807,0.011717632],"category_scores_gemma":[0.000011985329,0.00027208257,0.00021144426,0.00031864832,0.0002600582,0.00022397049,0.00007429861,0.00023785028,0.00013648492],"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":[0.00006344708,0.00017392998,0.06198505,0.00003312964,0.0004196571,0.000004036586,0.9356364,0.000011484074,0.00027051364,0.0003828577,0.00056837004,0.00045109857],"study_design_scores_gemma":[0.00033893855,0.000040377723,0.4254357,0.000074565236,0.00019936165,2.9100462e-7,0.5734416,0.000005803209,0.00010210819,0.00012416893,0.00008543479,0.00015161325],"about_ca_topic_score_codex":0.69785804,"about_ca_topic_score_gemma":0.8789788,"teacher_disagreement_score":0.39044088,"about_ca_system_score_codex":0.00015024602,"about_ca_system_score_gemma":0.00017236853,"threshold_uncertainty_score":0.9999731},"labels":[],"label_agreement":null},{"id":"W2586188048","doi":"","title":"Industry Foundation Processes (IFP): Theoretical and Practical Foundations for the Construction Industry","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Engineering; Construction industry; Construction engineering; Engineering ethics; Political science; Law","score_opus":0.023227831851632522,"score_gpt":0.25853260092901365,"score_spread":0.23530476907738113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586188048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710579,0.00010701069,0.002238882,0.022624675,0.0006440425,0.00061609456,0.000020034136,0.00010711653,0.0025842749],"genre_scores_gemma":[0.93551844,0.00021057387,0.0014103845,0.00014184814,0.0008432004,0.000008769196,0.0010427122,0.000048542377,0.060775544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990163,0.000010236849,0.00015592884,0.00036041514,0.0002563426,0.0002008124],"domain_scores_gemma":[0.9979298,0.00012878457,0.0006611222,0.00027736154,0.0009839087,0.000019026482],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00028179167,0.00022005675,0.0003015516,0.0002468842,0.0013128323,0.00045968685,0.0002557563,0.0010636247,0.00032245522],"category_scores_gemma":[0.00048142934,0.00019551736,0.000095469215,0.0002436692,0.00049219583,0.001413655,0.0000653691,0.00087419193,0.000015701446],"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":[0.0034249395,0.0010072783,0.02218939,0.024234558,0.003301912,0.000054698176,0.028908186,0.0011466593,0.0007440915,0.57254034,0.014524529,0.32792345],"study_design_scores_gemma":[0.0057942057,0.00013172188,0.019515628,0.0036985565,0.016543914,0.000050217084,0.65822893,0.10160988,0.00043682533,0.12531511,0.06535236,0.0033226337],"about_ca_topic_score_codex":0.0060920776,"about_ca_topic_score_gemma":0.008107986,"teacher_disagreement_score":0.62932074,"about_ca_system_score_codex":0.000023238827,"about_ca_system_score_gemma":0.00021243523,"threshold_uncertainty_score":0.9999873},"labels":[],"label_agreement":null},{"id":"W2586390568","doi":"","title":"\"The Ultimate Goal is the Best Health Possible\": Exploring Collaborations Between the Food Safety and Food Security Sectors in British Columbia, Canada","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Food security; Food safety; Business; Environmental planning; Engineering; Geography; Agriculture; Food science; Biology","score_opus":0.05423550343215954,"score_gpt":0.29707302850002343,"score_spread":0.24283752506786388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586390568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96659285,0.00071988656,0.0000011461675,0.02491674,0.0009965637,0.0020174154,0.004404627,0.00003470445,0.00031603972],"genre_scores_gemma":[0.9505348,0.0041391402,0.00004053539,0.0003370359,0.00020203773,0.000027561227,0.0005921921,0.000046587636,0.04408007],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99676865,0.0008500618,0.0005970334,0.0004448196,0.00052330527,0.0008161203],"domain_scores_gemma":[0.997077,0.0009395819,0.0007919974,0.0005213188,0.00042806266,0.00024205461],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009893307,0.00023370485,0.0005715724,0.000093228104,0.009770232,0.0000930592,0.00063014874,0.0003498075,0.0001241872],"category_scores_gemma":[0.000097849035,0.00022647784,0.00009213434,0.0005560537,0.00024358764,0.00030133236,0.00017849021,0.001186248,0.00001220731],"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":[0.00018882567,0.00007986728,0.32802966,0.0018972759,0.0003718844,0.000008637233,0.62771475,0.000008166524,0.0000017837064,0.0011836856,0.03613293,0.0043824846],"study_design_scores_gemma":[0.0010304138,0.00027341198,0.3672503,0.0012554838,0.000088359906,9.667738e-7,0.61377954,0.000020727604,0.000001186668,0.0008749031,0.015157793,0.00026688486],"about_ca_topic_score_codex":0.98904234,"about_ca_topic_score_gemma":0.99994206,"teacher_disagreement_score":0.043764032,"about_ca_system_score_codex":0.0008638073,"about_ca_system_score_gemma":0.0032552907,"threshold_uncertainty_score":0.9915189},"labels":[],"label_agreement":null},{"id":"W2586511212","doi":"10.13140/rg.2.2.26699.80169","title":"Factors influencing individuals' decision-making during high-risk short-notice disasters: the case study of the August 21st, 2011 Goderich, Ontario tornado","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Tornado; Notice; Forensic engineering; Engineering; Geography; Meteorology; Political science; Law","score_opus":0.017226238555150614,"score_gpt":0.24060964200591917,"score_spread":0.22338340345076854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586511212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968208,0.000046481386,0.0000020844352,0.00004037558,0.00087909907,0.0008453209,0.000015711295,0.000030360607,0.0013197771],"genre_scores_gemma":[0.92405075,0.000017880373,0.00004279932,0.0000033831116,0.000052487067,8.647771e-7,0.000007100706,0.000018986173,0.07580576],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997589,0.00038936498,0.0002679194,0.0004034123,0.0008910873,0.00045924186],"domain_scores_gemma":[0.9982223,0.00027388197,0.0006580947,0.0005915955,0.00015013268,0.00010398765],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005378757,0.00030683156,0.0004149672,0.00020922185,0.0019510973,0.00010149437,0.0014200237,0.00021539713,0.00040696678],"category_scores_gemma":[0.000057431385,0.00021622016,0.00020968913,0.00036923622,0.00032163327,0.0007639597,0.00043923935,0.00046267555,0.000009491022],"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":[0.000034009052,0.00015324536,0.2549387,0.000049207145,0.0001698368,0.0000354167,0.74294794,0.00020998475,0.000012395191,0.000037211612,0.00011301407,0.001299074],"study_design_scores_gemma":[0.00016250026,0.000037215046,0.38933104,0.00014149227,0.00042251567,8.203822e-7,0.6096529,0.0000022334461,0.000009358112,0.000021023336,0.000058385354,0.00016053588],"about_ca_topic_score_codex":0.86772555,"about_ca_topic_score_gemma":0.9884244,"teacher_disagreement_score":0.13439234,"about_ca_system_score_codex":0.00028348167,"about_ca_system_score_gemma":0.00016039741,"threshold_uncertainty_score":0.9993482},"labels":[],"label_agreement":null},{"id":"W2586889745","doi":"","title":"Sustainability assessment of energy systems","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":6,"is_retracted":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; Energy (signal processing); Energy system; Environmental resource management; Environmental science; Physics","score_opus":0.007937405842731029,"score_gpt":0.23963122620046026,"score_spread":0.23169382035772923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586889745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806359,0.00024185484,0.000030163614,0.00031776246,0.0003432226,0.00038740225,0.00003193946,0.00006425975,0.017947529],"genre_scores_gemma":[0.55544025,0.00007642659,0.00010916518,0.0000020532955,0.000020767702,0.000002621836,0.0003973826,0.000020503609,0.44393083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974421,0.00038942625,0.00033418345,0.0005546948,0.0007291342,0.00055042194],"domain_scores_gemma":[0.9962848,0.000103528626,0.0004139746,0.0008321784,0.002174076,0.00019148646],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003720098,0.0003398553,0.0008621585,0.0003829008,0.00018465902,0.00002903986,0.0007548706,0.00063864735,0.00067602715],"category_scores_gemma":[0.000083469175,0.0003752603,0.00035079973,0.00041139981,0.0002670203,0.00025174348,0.00015964458,0.0003356768,0.000010206615],"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":[0.0012356356,0.0017303764,0.0054683713,0.016820628,0.0016738798,0.00024757153,0.051918697,0.042712636,0.0025272195,0.8446085,0.0059999637,0.02505652],"study_design_scores_gemma":[0.0018699159,0.0007878778,0.0254668,0.0004176898,0.00036300655,0.0000046542464,0.91951406,0.0089066485,0.0013746467,0.015465855,0.024646128,0.0011826926],"about_ca_topic_score_codex":0.6888885,"about_ca_topic_score_gemma":0.10505392,"teacher_disagreement_score":0.8675954,"about_ca_system_score_codex":0.0007034993,"about_ca_system_score_gemma":0.00085171,"threshold_uncertainty_score":0.99986994},"labels":[],"label_agreement":null},{"id":"W2587211065","doi":"","title":"Influence of Freeze-Thaw Dynamics and Spatial Contributions on Geochemical Loading from a Low Sulfide Waste-Rock Pile","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate change and permafrost","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; University of Alberta","keywords":"Pile; Sulfide; Geotechnical engineering; Geology; Geochemistry; Mining engineering; Environmental science; Materials science; Metallurgy","score_opus":0.0070094958936657535,"score_gpt":0.1886018565905666,"score_spread":0.18159236069690085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587211065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984984,0.000087236374,0.0000099626195,0.00014591818,0.00012988586,0.00014561527,0.014287246,0.000015559506,0.00019460634],"genre_scores_gemma":[0.96638006,0.00017346125,0.000031159274,0.000014710418,0.00005945139,7.436187e-8,0.02874327,0.000005320329,0.0045925174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990216,0.000045771874,0.00014525157,0.00031116634,0.0002372324,0.00023896583],"domain_scores_gemma":[0.99910057,0.00018621472,0.0002454237,0.00020505705,0.00013155372,0.0001311851],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008183095,0.00019951983,0.0004138523,0.00013898233,0.00015716803,0.000018242674,0.00024627647,0.00029145487,0.0011041272],"category_scores_gemma":[0.000031950418,0.00021676035,0.00009285764,0.00009700116,0.00009109204,0.00013074784,0.00002292012,0.00023118309,0.000054113],"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":[0.0020213928,0.00014713468,0.8949263,0.00094298983,0.00027307804,0.000082068014,0.05768604,0.0063386257,0.03246596,0.00009638825,0.0016264283,0.0033935737],"study_design_scores_gemma":[0.0016174513,0.0004977266,0.8939091,0.001100438,0.0003016101,0.0000036823344,0.048661105,0.040671263,0.012162425,0.00029025433,0.00009592128,0.0006890505],"about_ca_topic_score_codex":0.59978145,"about_ca_topic_score_gemma":0.8531111,"teacher_disagreement_score":0.2533296,"about_ca_system_score_codex":0.000014454712,"about_ca_system_score_gemma":0.000040849063,"threshold_uncertainty_score":0.999809},"labels":[],"label_agreement":null},{"id":"W2587768562","doi":"","title":"Supporting Student Development through a Cooperative Education Coaching Program.","year":2015,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Higher Education and Employability","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":"University of Waterloo","keywords":"Coaching; Psychology; Medical education; Pedagogy; Mathematics education; Computer science; Medicine; Psychotherapist","score_opus":0.04356469269825871,"score_gpt":0.3470457892690947,"score_spread":0.303481096570836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587768562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99036837,0.000019276733,0.000091162314,0.0045793974,0.00027669978,0.00038961117,9.601312e-7,0.00008688644,0.0041876514],"genre_scores_gemma":[0.86631525,0.0000053706267,0.018507408,0.00006704727,0.0000493803,0.0000020170978,0.000013085037,0.0000048242614,0.11503564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99897224,0.000194018,0.00010162383,0.00018618119,0.00031816596,0.00022779834],"domain_scores_gemma":[0.99924034,0.000024205765,0.00010739948,0.00011839754,0.00034383452,0.00016580398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006752787,0.00007411175,0.00012585799,0.000043700835,0.00049028004,0.000040520994,0.00022462057,0.00005544101,0.00015312844],"category_scores_gemma":[0.000060995662,0.00008257129,0.00003348881,0.00020937974,0.00020416401,0.00034938724,0.000062652485,0.00007992428,0.00007018093],"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":[0.000008685648,0.00042047925,0.06557148,0.000009618771,0.000016537815,8.518602e-7,0.92240673,0.000011806698,0.000021386091,0.002059743,0.0019652748,0.0075074034],"study_design_scores_gemma":[0.00023063424,0.000062606916,0.015917404,0.000020797557,0.000014027928,2.7228697e-7,0.8891754,0.0000033509004,0.0001421869,0.00025677666,0.094047345,0.00012915465],"about_ca_topic_score_codex":0.07081738,"about_ca_topic_score_gemma":0.062150605,"teacher_disagreement_score":0.12405312,"about_ca_system_score_codex":0.0003118474,"about_ca_system_score_gemma":0.0014453719,"threshold_uncertainty_score":0.95496273},"labels":[],"label_agreement":null},{"id":"W2587778973","doi":"","title":"Towards Increased Understanding of Innovation Intermediaries","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"University-Industry-Government Innovation Models","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":"Intermediary; Business; Knowledge management; Computer science; Marketing","score_opus":0.036149113034414336,"score_gpt":0.22256811985198163,"score_spread":0.1864190068175673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587778973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97938365,0.000008321772,0.00043329262,0.0005924685,0.00046907118,0.000263966,0.000038591428,0.00007589124,0.018734757],"genre_scores_gemma":[0.9292205,0.000006700763,0.00043457813,0.00007948548,0.00016229152,2.2880934e-7,0.0018774986,0.00003537743,0.06818335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984495,0.000015802416,0.00029428946,0.00030517485,0.00071523373,0.00021997484],"domain_scores_gemma":[0.99717516,0.000018871902,0.0012858175,0.00027123798,0.0012320012,0.000016884665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039427067,0.00026159637,0.00045421167,0.0014011507,0.00016594391,0.00005776017,0.00048232015,0.0005293985,0.0004660019],"category_scores_gemma":[0.00010725657,0.0003313934,0.00008689576,0.001583488,0.00019725539,0.0014814977,0.00018391632,0.00040074578,0.000029852607],"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":[0.0034932941,0.0007396396,0.024580639,0.00573454,0.0013470865,0.00012601793,0.08014608,0.00030402333,0.019419305,0.75483775,0.10360107,0.0056705256],"study_design_scores_gemma":[0.004356981,0.00011573988,0.00934169,0.0013186403,0.00095283234,0.0000013317625,0.931359,0.0025659283,0.0024867181,0.037355345,0.0087913545,0.001354458],"about_ca_topic_score_codex":0.024729084,"about_ca_topic_score_gemma":0.008996071,"teacher_disagreement_score":0.8512129,"about_ca_system_score_codex":0.00040560908,"about_ca_system_score_gemma":0.0002182116,"threshold_uncertainty_score":0.9999138},"labels":[],"label_agreement":null},{"id":"W2588349825","doi":"","title":"Genesis and hydrological function of an African mire: understanding the role of peatlands in providing ecosystem services in semi-arid climates","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Peatlands and Wetlands Ecology","field":"Environmental 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":"University of Waterloo; Water Research Commission","keywords":"Mire; Peat; Arid; Ecosystem services; Ecosystem; Environmental science; Geography; Ecology; Function (biology); Environmental resource management; Hydrology (agriculture); Geology; Biology","score_opus":0.010406204781562447,"score_gpt":0.19029731926643342,"score_spread":0.17989111448487097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588349825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886096,0.00008600944,0.0000014481016,0.000066063425,0.000033481574,0.00019644808,0.000020334128,0.000007654746,0.00072760903],"genre_scores_gemma":[0.99913615,0.000075465694,0.000041898853,0.0000020667183,0.0000066533935,8.1738426e-7,0.00018568424,0.0000069915423,0.0005442621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990877,0.00012276351,0.00016446179,0.00026439351,0.00017635782,0.00018435744],"domain_scores_gemma":[0.99947876,0.000045602803,0.00027492078,0.00013852333,0.000013173367,0.000049018534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039646457,0.00013598587,0.0003608975,0.00014495825,0.00006863898,0.000007217653,0.00022442096,0.00020478747,0.000055150977],"category_scores_gemma":[0.000003872165,0.000112177295,0.00004145019,0.00019039147,0.00008041672,0.00017711645,0.000093688715,0.000112380956,0.0000010189182],"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":[0.00071584486,0.00012609492,0.89093894,0.0002943241,0.000033313056,0.000013047834,0.09168782,0.00072284165,0.014340662,0.000057439098,0.000009977146,0.0010596861],"study_design_scores_gemma":[0.00097202585,0.0005194871,0.5200272,0.00015696527,0.0000997276,0.0000037701714,0.46411014,0.011709054,0.00069634285,0.0014496824,0.000045755056,0.00020983626],"about_ca_topic_score_codex":0.035578463,"about_ca_topic_score_gemma":0.4549911,"teacher_disagreement_score":0.41941264,"about_ca_system_score_codex":0.00015452853,"about_ca_system_score_gemma":0.000015227934,"threshold_uncertainty_score":0.97084373},"labels":[],"label_agreement":null},{"id":"W2588944383","doi":"","title":"Identifying Quality of Life Needs of Youth Experiencing Homelessness: A Community Needs Assessment for Planners in the Region of Waterloo","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"World Health Organization","keywords":"Quality (philosophy); Quality of life (healthcare); Sociology; Psychology; Gerontology; Medicine; Psychotherapist","score_opus":0.09372445739371581,"score_gpt":0.3725385735347748,"score_spread":0.278814116141059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588944383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754536,0.000115999486,0.00011975225,0.00012803116,0.00038143838,0.0010851164,0.00024283424,0.000021193484,0.00036025804],"genre_scores_gemma":[0.9923767,0.00016982766,0.00013684825,0.00000712206,0.00004306436,0.000011299221,0.00048530885,0.00003217009,0.0067376574],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99601847,0.0019489165,0.0008839753,0.00018385642,0.00053064484,0.000434126],"domain_scores_gemma":[0.99556524,0.0008659006,0.0021120806,0.0006365575,0.0007351503,0.000085061685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019795087,0.00029365733,0.0017063521,0.0007484848,0.0006698866,0.000007358443,0.000941816,0.00061354064,0.000036986377],"category_scores_gemma":[0.0001166424,0.0002401859,0.00034007384,0.0005504198,0.00024545318,0.00029457491,0.00014833808,0.000676035,0.0000010611117],"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":[0.0006649278,0.00020496413,0.031942513,0.0059442203,0.00012021706,0.0000011321476,0.9562119,0.0000038397534,0.0032864471,0.0011198072,0.0000128382435,0.00048717408],"study_design_scores_gemma":[0.001714633,0.00016713285,0.050505504,0.002266142,0.00012747468,2.6265125e-8,0.94392186,0.000006145604,0.0007918645,0.00027243927,0.000007016039,0.00021977664],"about_ca_topic_score_codex":0.37408108,"about_ca_topic_score_gemma":0.27261013,"teacher_disagreement_score":0.10147094,"about_ca_system_score_codex":0.00016824396,"about_ca_system_score_gemma":0.00044110167,"threshold_uncertainty_score":0.9794496},"labels":[],"label_agreement":null},{"id":"W2589104065","doi":"","title":"Multi-Sectoral Perspectives on Regional Food Policy, Planning and Access to Food: A Case Study of Waterloo Region","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Food and Agriculture","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":"Regional science; Environmental planning; Regional planning; Geography; Business; Economic geography; Engineering; Urban planning; Civil engineering","score_opus":0.05564177466351914,"score_gpt":0.244676607224852,"score_spread":0.18903483256133286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589104065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833447,0.00011290435,1.0127608e-7,0.0007827421,0.00007254405,0.0005606656,0.00006352211,0.00004133438,0.000031700758],"genre_scores_gemma":[0.9844325,0.000024871024,0.00004943763,0.000018168952,0.000110712725,0.0000011580396,0.00009263552,0.0000034750299,0.015267042],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99870986,0.000086518274,0.00014323759,0.00055397477,0.0002445629,0.00026187676],"domain_scores_gemma":[0.99926823,0.000038186034,0.00026177856,0.00010175387,0.00017471344,0.0001553624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006131093,0.00029833565,0.00043400077,0.000114979935,0.00029316483,0.000039965213,0.00041564455,0.0002635168,0.000038729027],"category_scores_gemma":[0.000011189007,0.00014412175,0.00012204489,0.0003682316,0.00005730831,0.0002104103,0.00013357728,0.00022208584,0.0000027666315],"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":[0.0007912864,0.0016248974,0.008065119,0.00015683108,0.00037665773,0.00053068646,0.94782203,0.000008408266,0.036411244,0.000072280374,0.0013530349,0.0027875379],"study_design_scores_gemma":[0.00057412876,0.0059405244,0.14198934,0.00018059484,0.000080599406,0.0000710475,0.8495018,0.0000020607697,0.0012398675,0.000014904443,0.0000831514,0.0003220147],"about_ca_topic_score_codex":0.10866633,"about_ca_topic_score_gemma":0.30744174,"teacher_disagreement_score":0.1987754,"about_ca_system_score_codex":0.000041866675,"about_ca_system_score_gemma":0.000017601938,"threshold_uncertainty_score":0.8972691},"labels":[],"label_agreement":null},{"id":"W2589141113","doi":"","title":"Optimal Power Allocation for a Successive Refinable Source with Multiple Descriptions over a Fading Relay Channel Using Broadcast/Multicast Strategies","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cooperative Communication and Network Coding","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":"University of Waterloo","keywords":"Multicast; Fading; Relay; Channel (broadcasting); Computer science; Computer network; Power (physics); Channel state information; Electronic engineering; Telecommunications; Wireless; Engineering; Physics","score_opus":0.025467679812375254,"score_gpt":0.24513232123152284,"score_spread":0.2196646414191476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589141113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6140904,0.00022989794,0.3844754,0.0003233286,0.000110116656,0.0005106836,0.000010298162,0.0001054879,0.00014437389],"genre_scores_gemma":[0.8535476,0.00015992485,0.09537887,0.000027676568,0.000028705834,0.000004435587,0.00023768123,0.00003355646,0.05058156],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985617,0.000097681404,0.00018472096,0.00052995543,0.00025734087,0.00036862376],"domain_scores_gemma":[0.9981262,0.000107712476,0.00040854834,0.00060078054,0.0006558151,0.00010090746],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017685904,0.0003057396,0.00038128576,0.0003548379,0.0008291729,0.0002235344,0.00091775967,0.00020967762,0.00001751486],"category_scores_gemma":[0.00002850025,0.00033488186,0.00013952708,0.00047446977,0.0000810881,0.0013545111,0.00013691738,0.00028411622,0.000004423538],"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":[0.0012957515,0.0006817951,0.00015367928,0.00045926042,0.00056058017,0.000047447145,0.63493407,0.28802556,0.03844068,0.012205627,0.0010404903,0.022155093],"study_design_scores_gemma":[0.0022012412,0.0005187357,0.0015041885,0.0009842314,0.00017448008,0.000010967682,0.14774925,0.8433183,0.0011617172,0.00006622433,0.0014578778,0.00085281447],"about_ca_topic_score_codex":0.0028839444,"about_ca_topic_score_gemma":0.014590114,"teacher_disagreement_score":0.5552927,"about_ca_system_score_codex":0.00018541976,"about_ca_system_score_gemma":0.00025536556,"threshold_uncertainty_score":0.9999103},"labels":[],"label_agreement":null},{"id":"W2589680956","doi":"","title":"Real Time Prediction of Traffic Speed and Travel Time Characteristics on Freeways","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Travel time; Transport engineering; Traffic speed; Computer science; Environmental science; Engineering","score_opus":0.006875321685162921,"score_gpt":0.17467152809680253,"score_spread":0.16779620641163961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589680956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99045527,0.000011089565,0.000018709992,0.000030466404,0.00023163774,0.00026322398,0.00036345908,0.0008591734,0.0077669728],"genre_scores_gemma":[0.7653343,0.0011626517,0.0003672248,0.0000017050854,0.000060687842,4.4309812e-7,0.0020405378,0.000051257884,0.23098116],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933195,0.000014896612,0.00013413827,0.00019803598,0.0001819252,0.00013903648],"domain_scores_gemma":[0.9994309,0.000012025202,0.00017016585,0.00027371017,0.0000521751,0.00006101597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000834473,0.00019868492,0.00037071097,0.00028221865,0.00008915067,0.000014854966,0.00021638311,0.00027439752,0.000075810065],"category_scores_gemma":[0.000004803704,0.00024862474,0.00008609184,0.000043513013,0.00006600835,0.00013676404,0.000016540427,0.00016517067,0.00003775411],"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":[0.0015478362,0.00068710564,0.00017708559,0.006374886,0.0021342197,0.00014782725,0.14303032,0.002076131,0.45730323,0.0006240107,0.21918398,0.16671339],"study_design_scores_gemma":[0.006618811,0.0028626448,0.38476726,0.0045734257,0.0029017783,0.00001522388,0.04065417,0.52129596,0.027091123,0.00006801438,0.0063700792,0.0027815301],"about_ca_topic_score_codex":0.0004498234,"about_ca_topic_score_gemma":0.0003146811,"teacher_disagreement_score":0.5192198,"about_ca_system_score_codex":0.000043855976,"about_ca_system_score_gemma":0.000013463493,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W2590317056","doi":"","title":"Development of a Human Body Model for the Analysis of Side Impact Automotive Thoracic Trauma","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":11,"is_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; General Motors of Canada","keywords":"Automotive industry; Side impact; Thoracic trauma; Engineering; Medicine; Surgery; Structural engineering; Aerospace engineering","score_opus":0.030249428575866148,"score_gpt":0.3072850379389643,"score_spread":0.2770356093630981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590317056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977206,0.00009518597,0.000925913,0.00008335257,0.000030706942,0.00063891825,0.00027387426,0.000023520879,0.0002079547],"genre_scores_gemma":[0.8842269,0.00002556796,0.0051398855,0.0000071531977,0.000018053568,0.0000015068388,0.001525413,0.000027489075,0.10902802],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986872,0.000029151684,0.00033611877,0.0003194121,0.00038659538,0.00024148816],"domain_scores_gemma":[0.9980582,0.000054698008,0.00076931686,0.00038683444,0.0006477823,0.000083142775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028630032,0.0002771176,0.0010446543,0.0009603396,0.00022988778,0.0000051137786,0.00030750586,0.00027389554,0.00021067304],"category_scores_gemma":[0.00001354397,0.00023108779,0.0008519092,0.0004677801,0.00010838019,0.00008816981,0.00004154483,0.00018725042,0.0000025333088],"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":[0.0032937871,0.0011280515,0.00047542443,0.0018902998,0.023914177,0.00001195503,0.832756,0.0012342256,0.10849426,0.00060220435,0.00060687074,0.025592787],"study_design_scores_gemma":[0.0032657927,0.001720874,0.20520346,0.001050262,0.042844824,0.0000020816008,0.43315223,0.16920911,0.1422058,0.0003000698,0.00010329393,0.0009422094],"about_ca_topic_score_codex":0.0020486393,"about_ca_topic_score_gemma":0.03733944,"teacher_disagreement_score":0.39960372,"about_ca_system_score_codex":0.0001916777,"about_ca_system_score_gemma":0.00030300676,"threshold_uncertainty_score":0.9802266},"labels":[],"label_agreement":null},{"id":"W2590751514","doi":"","title":"Macropore flow and transport dynamics in partially saturated low permeability soils","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Macropore; Soil water; Permeability (electromagnetism); Soil science; Flow (mathematics); Environmental science; Hydrology (agriculture); Geotechnical engineering; Geology; Chemistry; Mechanics; Physics","score_opus":0.004732418215610238,"score_gpt":0.18410055237090442,"score_spread":0.17936813415529418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590751514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809957,0.00018084288,0.00002367654,0.00006082606,0.00037001166,0.00022528044,0.00011274235,0.00015965097,0.0007673833],"genre_scores_gemma":[0.9702237,0.0003912837,0.00069797103,0.000004877866,0.000028599856,4.360731e-7,0.0023292326,0.00005096678,0.026272902],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988549,0.000023842424,0.00020022618,0.00034434767,0.00020940168,0.0003673103],"domain_scores_gemma":[0.999443,0.000022087477,0.00006882011,0.00023719527,0.00010844121,0.00012043475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014569394,0.0003240872,0.00048350968,0.00029486077,0.000071484494,0.000012885352,0.00019553443,0.0006421352,0.000085672786],"category_scores_gemma":[0.000005234537,0.00038724628,0.00011599307,0.00032214564,0.00009017218,0.00018487046,0.000010819892,0.00054107176,0.000009023349],"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":[0.0046730908,0.00080414047,0.11167733,0.015560197,0.0015147685,0.0032930279,0.5559214,0.08786019,0.018018365,0.00041433822,0.0016438386,0.19861932],"study_design_scores_gemma":[0.00263264,0.00014612786,0.42784235,0.0009255486,0.00032833935,0.000013442297,0.16925173,0.3932392,0.003690437,0.00015473802,0.0001672843,0.00160818],"about_ca_topic_score_codex":0.011105572,"about_ca_topic_score_gemma":0.5099699,"teacher_disagreement_score":0.49886435,"about_ca_system_score_codex":0.0002319615,"about_ca_system_score_gemma":0.00005659714,"threshold_uncertainty_score":0.99985796},"labels":[],"label_agreement":null},{"id":"W2590998615","doi":"","title":"Perceived Risk of Tobacco Products among Adult Tobacco Users in Bangladesh and India","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smoking Behavior and Cessation","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; University of Waterloo","keywords":"Environmental health; Tobacco use; Medicine; Traditional medicine; Geography; Business; Population","score_opus":0.008148701260158014,"score_gpt":0.21099659606020518,"score_spread":0.20284789480004717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590998615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989231,0.000026007654,3.380799e-7,0.00012526626,0.00016811036,0.00045541476,0.000027842643,0.00002727049,0.0002466093],"genre_scores_gemma":[0.97107244,0.00022432381,0.00016739762,0.0000069031903,0.000031914195,7.364239e-7,0.0006877841,0.000024651512,0.027783837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883455,0.00007751075,0.00017672748,0.00038649517,0.00032728908,0.00019743756],"domain_scores_gemma":[0.99883294,0.000028739152,0.00039196206,0.00032048923,0.00034138627,0.00008445714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001792996,0.00021598284,0.0005500051,0.0004752306,0.00006757579,0.000008957419,0.00013662581,0.0004026849,0.00007740242],"category_scores_gemma":[0.00007843549,0.0002394783,0.00009743027,0.00026112172,0.00012588657,0.00017168475,0.000028373051,0.00036943093,0.0000025805296],"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":[0.00036216702,0.00009770431,0.924679,0.0003923128,0.000069154325,0.000020490848,0.06886285,0.0000027549315,0.0025972603,0.000012924979,0.00017072832,0.0027326876],"study_design_scores_gemma":[0.001549898,0.0001740976,0.90486383,0.0006919222,0.0005216247,0.0000017943283,0.08988349,0.0000074685486,0.0020969429,0.000007071811,0.000016678561,0.0001851633],"about_ca_topic_score_codex":0.05938026,"about_ca_topic_score_gemma":0.04500604,"teacher_disagreement_score":0.027850688,"about_ca_system_score_codex":0.000087383596,"about_ca_system_score_gemma":0.00008330203,"threshold_uncertainty_score":0.97656417},"labels":[],"label_agreement":null},{"id":"W2592182912","doi":"","title":"Evaluation of Hybrid Electrically Conductive Adhesives","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electronic Packaging and Soldering Technologies","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adhesive; Electrically conductive; Electrical conductor; Materials science; Composite material","score_opus":0.013883006868126994,"score_gpt":0.21217186881446273,"score_spread":0.19828886194633574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592182912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99642545,0.0010188752,0.000072089286,0.0000710282,0.00015711522,0.00018806438,0.000021750933,0.00027148405,0.0017741536],"genre_scores_gemma":[0.97283244,0.0005657432,0.00045979556,5.1334877e-7,0.000010538059,9.4457795e-7,0.0000679495,0.000026861231,0.026035223],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99900395,0.00004881141,0.00011026151,0.00019642709,0.00041184638,0.00022870759],"domain_scores_gemma":[0.9991412,0.00003671303,0.00013426777,0.0002644272,0.00039535871,0.000028038437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026572277,0.0001800369,0.00034106756,0.00030308042,0.000053093932,0.0000041462927,0.00029530388,0.00016681908,0.00005914103],"category_scores_gemma":[0.00005758391,0.00019067863,0.0001117184,0.0001321037,0.000072175746,0.000115506184,0.00001829393,0.00020524273,0.000013363469],"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":[0.00018246449,0.00012253968,0.00016700159,0.0011623247,0.0021199456,0.000026988275,0.052929506,0.0022457824,0.81741583,0.0011249015,0.004932944,0.117569774],"study_design_scores_gemma":[0.0013116051,0.00030070564,0.0015065495,0.0006667248,0.0009954851,0.0000052582695,0.034179166,0.0052269055,0.948173,0.0068295347,0.00015060707,0.00065446174],"about_ca_topic_score_codex":0.0007742024,"about_ca_topic_score_gemma":0.0011087992,"teacher_disagreement_score":0.13075717,"about_ca_system_score_codex":0.00020831969,"about_ca_system_score_gemma":0.00013309272,"threshold_uncertainty_score":0.7775649},"labels":[],"label_agreement":null},{"id":"W2592509128","doi":"","title":"Evaluating Green and Blue Roof Opportunities in Canadian Cities","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Heat Island Mitigation","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":"Green roof; Roof; Geography; Architectural engineering; Regional science; Environmental planning; Civil engineering; Cartography; Engineering","score_opus":0.03765792488727052,"score_gpt":0.2375677570110609,"score_spread":0.19990983212379038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592509128","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":[0.9900613,0.00005954313,1.0551897e-7,0.0004352136,0.000086852655,0.00018685548,0.000045319062,0.000010099439,0.009114731],"genre_scores_gemma":[0.4683387,0.0000801078,0.00014660347,0.00000996493,0.00001049324,4.542363e-7,0.0002326207,0.000010301805,0.5311707],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99915916,0.00004743466,0.000084199106,0.00024099581,0.00021182923,0.00025637192],"domain_scores_gemma":[0.99946815,0.000017366114,0.0001406204,0.00020648506,0.000017939836,0.00014942871],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022375172,0.00014065427,0.00020962265,0.00018408653,0.00026759593,0.000023422333,0.00023790209,0.00017886049,0.0009901786],"category_scores_gemma":[0.000016666027,0.0001747398,0.00003651864,0.00004150389,0.00016867237,0.00032683287,0.000043965854,0.00013900906,0.00003050888],"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":[0.00012148885,0.000036109977,0.24232611,0.00045420064,0.000071235554,0.0002615276,0.6645854,0.00019381687,0.0036047234,0.00017566088,0.0039390842,0.084230654],"study_design_scores_gemma":[0.0007489674,0.00015845834,0.69277215,0.000413305,0.00011606572,0.000005336146,0.30021998,0.0011920546,0.00049795536,0.0005279173,0.0027978565,0.00054992374],"about_ca_topic_score_codex":0.9865871,"about_ca_topic_score_gemma":0.9981814,"teacher_disagreement_score":0.52205604,"about_ca_system_score_codex":0.00025430872,"about_ca_system_score_gemma":0.00012409085,"threshold_uncertainty_score":0.99992305},"labels":[],"label_agreement":null},{"id":"W2592706706","doi":"","title":"Cervical Total Level Arthroplasty System With PEEK All-Polymer Articulations","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cervical and Thoracic Myelopathy","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; Government of Ontario","keywords":"Peek; Total hip arthroplasty; Arthroplasty; Medicine; Physical therapy; Surgery; Materials science; Polymer; Composite material","score_opus":0.020951401465102364,"score_gpt":0.21592713380659925,"score_spread":0.1949757323414969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592706706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939053,0.00011004717,0.00008205959,0.00042462628,0.00021648315,0.00036419262,0.000074052215,0.00010576186,0.004717483],"genre_scores_gemma":[0.60155016,0.000012906945,0.0006834612,0.000013064106,0.000055911387,8.6473386e-7,0.00076992245,0.000029389923,0.39688432],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998659,0.000042962823,0.00017021027,0.000403706,0.00041901314,0.0003050819],"domain_scores_gemma":[0.9988719,0.000023318826,0.00020496068,0.00035581624,0.0002676218,0.0002763515],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000066904264,0.00028429503,0.0005956135,0.0001951085,0.00014728952,0.00001028602,0.00011047308,0.0003298792,0.0013448215],"category_scores_gemma":[0.000005127148,0.00025200585,0.00020639028,0.00019960993,0.000106144726,0.00011496406,0.000043752043,0.0003259118,0.00026346475],"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":[0.03245042,0.004928152,0.042923942,0.026591726,0.008773902,0.008013488,0.7222799,0.000111009045,0.023575848,0.024400681,0.0031801173,0.10277079],"study_design_scores_gemma":[0.0057407813,0.0018996362,0.57460034,0.0030732995,0.004561517,0.00059692626,0.3991453,0.0011350162,0.006514249,0.00004857203,0.0012057555,0.0014786009],"about_ca_topic_score_codex":0.01749059,"about_ca_topic_score_gemma":0.026483001,"teacher_disagreement_score":0.5316764,"about_ca_system_score_codex":0.00007292666,"about_ca_system_score_gemma":0.00015326362,"threshold_uncertainty_score":0.9999932},"labels":[],"label_agreement":null},{"id":"W2593209925","doi":"","title":"Mapping the City: Narratives of Memory and Place","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Memory, Trauma, and Commemoration","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":"Narrative; History; Geography; Art; Literature","score_opus":0.03370148751589152,"score_gpt":0.2581403879366869,"score_spread":0.2244389004207954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593209925","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":[0.9716733,0.0005034,0.000009434933,0.0012970271,0.0006165542,0.00029544107,0.000023801736,0.000021518717,0.025559504],"genre_scores_gemma":[0.38886562,0.00006540038,0.00013705842,0.000012951316,0.000049723967,7.456124e-7,0.00012359259,0.000014270398,0.61073065],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99905014,0.00015589352,0.00013076725,0.0003029016,0.00018662865,0.00017369741],"domain_scores_gemma":[0.99864024,0.000054155687,0.00055073475,0.0005720914,0.00013321501,0.000049536127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002613746,0.00019312439,0.00038497,0.0001801538,0.000415037,0.00002077071,0.00047446825,0.00027104875,0.00066035776],"category_scores_gemma":[0.00001319058,0.00018127324,0.00011038409,0.000071942486,0.00025503273,0.00014670788,0.00003901076,0.00026396263,0.000020175896],"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":[0.0003661108,0.000068908055,0.0005369817,0.00026456706,0.00027570126,0.000017729233,0.9738556,0.000002239821,0.0020796503,0.00039278768,0.005267949,0.016871773],"study_design_scores_gemma":[0.0007586576,0.000109781824,0.041519534,0.00018468186,0.00008745983,0.00000416641,0.9543372,0.000016658716,0.0005906245,0.0002626481,0.0019189724,0.00020964548],"about_ca_topic_score_codex":0.0104158465,"about_ca_topic_score_gemma":0.034075864,"teacher_disagreement_score":0.58517116,"about_ca_system_score_codex":0.000018608054,"about_ca_system_score_gemma":0.000051357616,"threshold_uncertainty_score":0.99617386},"labels":[],"label_agreement":null},{"id":"W2595904770","doi":"10.13140/2.1.3730.0806","title":"Mathematical and Statistical Investigation of Steamflooding in Naturally Fractured Carbonate Heavy Oil Reservoirs","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Reservoir Engineering and Simulation Methods","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":"Carbonate; Petroleum engineering; Geology; Geochemistry; Geotechnical engineering; Materials science; Metallurgy","score_opus":0.010288912181960923,"score_gpt":0.21680852473280948,"score_spread":0.20651961255084855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595904770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986955,0.0002765775,0.00030579887,0.00005705184,0.00012214,0.00011102324,0.000022921395,0.00006454847,0.00034447078],"genre_scores_gemma":[0.9296982,0.00021221598,0.05027544,0.0000019422173,0.000017974326,0.0000011181817,0.00029018824,0.00004885885,0.019454047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999036,0.000072524716,0.0002387436,0.00019862423,0.00025695903,0.00019711611],"domain_scores_gemma":[0.99932957,0.00018748066,0.00009411033,0.00019166156,0.00009634117,0.000100820376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021991164,0.00021022935,0.00047867425,0.00035311776,0.000031895033,0.000015987356,0.00016667385,0.00034372788,0.00006658199],"category_scores_gemma":[0.00006868021,0.0002388138,0.00005275613,0.00017868924,0.000062802144,0.00018325735,0.000026578458,0.0003885253,0.000003828539],"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":[0.00035451908,0.00006165019,0.0022062615,0.015520191,0.00039585048,0.00006505875,0.22341678,0.7024829,0.046599038,0.003359665,0.00063613115,0.004902004],"study_design_scores_gemma":[0.0019927083,0.00011331961,0.043600168,0.0018662718,0.00016593956,0.000003378066,0.034094766,0.90490127,0.008644899,0.0036694263,0.000085703134,0.0008621372],"about_ca_topic_score_codex":0.0027071524,"about_ca_topic_score_gemma":0.001641531,"teacher_disagreement_score":0.20241843,"about_ca_system_score_codex":0.000057608984,"about_ca_system_score_gemma":0.000026524023,"threshold_uncertainty_score":0.9738544},"labels":[],"label_agreement":null},{"id":"W2598077026","doi":"","title":"Identifying barriers to traditional game consumption in First Nation adolescents in remote northern communities in Ontario, Canada","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Folklore, Mythology, and Literature Studies","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":true,"ca_institutions":"","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Instituto Danone; Social Sciences and Humanities Research Council of Canada; Danone Institute of Canada; Danone","keywords":"Consumption (sociology); Geography; Advertising; Political science; Sociology; Business; Social science","score_opus":0.04056866313152529,"score_gpt":0.19891793942458766,"score_spread":0.15834927629306236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598077026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966848,0.00011095392,3.0601845e-7,0.00017657624,0.00069360464,0.0002645028,0.000097116375,0.000011589624,0.0019605588],"genre_scores_gemma":[0.9479852,0.00004647098,0.000037721882,0.000054315955,0.000029116914,0.0000011152862,0.0009889825,0.000014829009,0.050842296],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99902695,0.00009005133,0.0002074907,0.00022426654,0.00020707397,0.0002441697],"domain_scores_gemma":[0.9994972,0.000027966704,0.00014650574,0.00015016644,0.000111491965,0.00006669969],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014809688,0.00020834987,0.00035770994,0.0006546051,0.0002343902,0.000033365784,0.000252766,0.0001384348,0.00086693326],"category_scores_gemma":[0.000012988379,0.00025846477,0.000057769597,0.00006432868,0.00013524645,0.00025163448,0.00003473457,0.00048077447,0.000008184749],"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":[0.00027288657,0.00003825183,0.082179844,0.00028232162,0.000027875178,0.000059098405,0.91563475,0.000028826156,0.000004263367,0.00089566776,0.0004239289,0.00015229406],"study_design_scores_gemma":[0.0007254601,0.000040817868,0.43009877,0.001538478,0.000024199766,8.620213e-7,0.56428885,0.000017033422,0.000003853055,0.00029563802,0.0026955502,0.00027050212],"about_ca_topic_score_codex":0.9989921,"about_ca_topic_score_gemma":0.9999994,"teacher_disagreement_score":0.3513459,"about_ca_system_score_codex":0.0006610662,"about_ca_system_score_gemma":0.0002655939,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W2598131902","doi":"","title":"The City and the Stream: Impacts of Municipal Wastewater Effluent on the Riffle Food Web in the Speed River, Ontario","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Food Waste Reduction and Sustainability","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":"Effluent; Wastewater; Riffle; Sanitary sewer; Environmental science; Food waste; Environmental engineering; Water resource management; Hydrology (agriculture); Waste management; Engineering; STREAMS; Computer science; Computer network; Geotechnical engineering","score_opus":0.016780237550263154,"score_gpt":0.1895323682026016,"score_spread":0.17275213065233846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598131902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99408257,0.00009785764,2.377684e-9,0.004297763,0.000111114045,0.0006247949,0.000031868396,0.000007537003,0.0007464973],"genre_scores_gemma":[0.96968126,0.00014115691,0.0000021237456,0.000025986028,0.00002064404,9.181547e-7,0.000035899957,0.0000011640667,0.030090824],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99862033,0.0004443063,0.00015213281,0.00023448361,0.00029477294,0.00025399038],"domain_scores_gemma":[0.9990443,0.000350548,0.00022970173,0.00022390428,0.0001068405,0.000044708144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007582699,0.00019310981,0.00027579398,0.000021985808,0.0005548318,0.000037031696,0.00073739036,0.00015644149,0.00011204163],"category_scores_gemma":[0.000037535938,0.00004957951,0.00019808396,0.00018027352,0.00063446,0.00007516613,0.00009820278,0.00039186876,0.0000022568524],"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":[0.005759762,0.00064340985,0.014149071,0.00014585906,0.0003700246,0.000010292423,0.9582164,0.000015387472,0.0035871384,0.0050847875,0.0009214021,0.011096451],"study_design_scores_gemma":[0.00059370894,0.00058960356,0.22025879,0.00005391816,0.00007220969,0.0000020110342,0.7751835,0.000016443626,0.0007369829,0.0011036531,0.0012555739,0.00013361423],"about_ca_topic_score_codex":0.4129179,"about_ca_topic_score_gemma":0.91426283,"teacher_disagreement_score":0.5013449,"about_ca_system_score_codex":0.000064340915,"about_ca_system_score_gemma":0.000042072268,"threshold_uncertainty_score":0.5909915},"labels":[],"label_agreement":null},{"id":"W2598188041","doi":"","title":"E-commerce Growth and Mobile Devices","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mobile commerce; Computer science; Business; Data science; World Wide Web","score_opus":0.007573126723022986,"score_gpt":0.1691073609978354,"score_spread":0.16153423427481242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598188041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743123,0.00004174922,0.0000013465345,0.000097775184,0.00019613148,0.00012876002,0.000004136799,0.000041683936,0.02517611],"genre_scores_gemma":[0.9020543,0.00004704105,0.00009356254,0.00013295349,0.00013772778,3.3372962e-7,0.0005230542,0.00002385736,0.09698714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9994338,7.263792e-7,0.00008919273,0.00022995206,0.00008139088,0.00016493887],"domain_scores_gemma":[0.9995204,0.00001287026,0.00025493736,0.00012985479,0.00006678167,0.00001513664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006698633,0.00016928802,0.00028731796,0.0002093599,0.00013515353,0.0001993999,0.00022545797,0.0001426722,0.00012906914],"category_scores_gemma":[0.000005554187,0.00018897555,0.00008066928,0.000080517995,0.00004124014,0.0022306896,0.000091415764,0.00009580457,0.00017755698],"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":[0.0030068718,0.0013419851,0.13595656,0.04966207,0.0023977573,0.00018969334,0.13769172,0.00034914934,0.003071292,0.31115198,0.091328174,0.26385275],"study_design_scores_gemma":[0.0034186887,0.0001941759,0.10134967,0.0011057432,0.0010745147,0.0000039826136,0.7424471,0.0028202208,0.00028853572,0.017232452,0.12706077,0.003004154],"about_ca_topic_score_codex":0.03131182,"about_ca_topic_score_gemma":0.035830334,"teacher_disagreement_score":0.60475534,"about_ca_system_score_codex":0.0000097943075,"about_ca_system_score_gemma":0.000008355944,"threshold_uncertainty_score":0.98176324},"labels":[],"label_agreement":null},{"id":"W2598459534","doi":"","title":"The Source of the Positivity Bias in Older Adults' Emotional Memory","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aging and Gerontology 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","keywords":"Psychology; Cognitive psychology; Developmental psychology; Clinical psychology; Audiology; Medicine","score_opus":0.01923236801268579,"score_gpt":0.28325703074169306,"score_spread":0.26402466272900726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598459534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912534,0.0002879445,0.000009522244,0.0012916957,0.00047810256,0.00029177166,0.000015395835,0.000014482191,0.0063577304],"genre_scores_gemma":[0.521892,0.0000074071077,0.000019693023,0.000010045071,0.000020125319,3.6042567e-7,0.000043048716,0.000009675355,0.47799763],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984962,0.00039279577,0.00014278667,0.00029355002,0.0003392206,0.00033548998],"domain_scores_gemma":[0.9987653,0.00030717356,0.00025507243,0.00045711407,0.00017043018,0.00004494808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006616216,0.0001546253,0.00027660932,0.00019552761,0.0002732527,0.0000059167346,0.00062041706,0.00038355487,0.00034487978],"category_scores_gemma":[0.000034037064,0.000118207536,0.00018932139,0.00023848096,0.0003788695,0.000044482586,0.00008101345,0.0006044042,0.000044903056],"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":[0.0030566517,0.00066818,0.057839584,0.00034050192,0.00046306945,0.00008780727,0.8799644,0.000022222015,0.00018148472,0.0013836707,0.0105043175,0.045488074],"study_design_scores_gemma":[0.0008274144,0.00004840558,0.6303889,0.00021924617,0.000036379697,0.000005640403,0.36796588,0.000023660412,0.00019070046,0.00003758583,0.00014391638,0.00011223593],"about_ca_topic_score_codex":0.07736241,"about_ca_topic_score_gemma":0.20885913,"teacher_disagreement_score":0.57254934,"about_ca_system_score_codex":0.00005570169,"about_ca_system_score_gemma":0.00008446725,"threshold_uncertainty_score":0.9287815},"labels":[],"label_agreement":null},{"id":"W2598878844","doi":"","title":"An Examination of Planned Quit Attempts among Ontario Smokers and Its Impact on Abstinence","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Abstinence; Psychology; Smoking cessation; Quit smoking; Medicine; Clinical psychology; Psychiatry","score_opus":0.014976743788350556,"score_gpt":0.2558793000224633,"score_spread":0.24090255623411272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598878844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990347,0.00001482813,5.835802e-7,0.000051161023,0.00008673344,0.0003075208,0.000022764045,0.000029616172,0.0004520843],"genre_scores_gemma":[0.948929,0.000022757384,0.000028090586,0.000005025839,0.000016127133,2.4460144e-7,0.0013085578,0.0000140855545,0.049676124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989892,0.000040338862,0.00013024113,0.0002983735,0.00038492,0.00015688156],"domain_scores_gemma":[0.99912614,0.000021027234,0.00031522295,0.00021791091,0.00020519865,0.000114497845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015892246,0.00020790845,0.000394891,0.000363657,0.00008201166,0.000009317566,0.00011419691,0.00031520624,0.00016547498],"category_scores_gemma":[0.000009771847,0.00021496348,0.000099188204,0.00011927101,0.000045091685,0.00022808547,0.000007982658,0.0002449492,0.0000018448268],"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":[0.0029233356,0.0006735529,0.7057414,0.00065805536,0.00020459195,0.000120000266,0.25280634,0.00008771843,0.020769147,0.00003407901,0.00024092423,0.015740838],"study_design_scores_gemma":[0.00097642245,0.0015569561,0.9635694,0.00060805015,0.00038115605,0.0000033348379,0.027175406,0.00005489157,0.005496739,0.000005097374,0.0000033365309,0.00016921714],"about_ca_topic_score_codex":0.13344607,"about_ca_topic_score_gemma":0.20044312,"teacher_disagreement_score":0.25782797,"about_ca_system_score_codex":0.0002252866,"about_ca_system_score_gemma":0.00011032823,"threshold_uncertainty_score":0.8765956},"labels":[],"label_agreement":null},{"id":"W2598940867","doi":"","title":"Impact of Cadmium On The Hypothalamus-Pituitary-Interrenal Axis Function in Rainbow Trout","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aquaculture Nutrition and Growth","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":"Rainbow trout; Hypothalamus; Endocrinology; Internal medicine; Rainbow; Cadmium; Hypothalamic–pituitary–gonadal axis; Biology; Medicine; Chemistry; Fishery; Fish <Actinopterygii>; Physics; Hormone; Luteinizing hormone","score_opus":0.014235509680012384,"score_gpt":0.19866825841774785,"score_spread":0.18443274873773546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598940867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997568,0.000043998323,1.6021869e-7,0.0010984137,0.000088855835,0.0002960829,0.00009172776,0.000018593788,0.00079414103],"genre_scores_gemma":[0.92973405,0.000042665783,0.000010020974,0.000022459442,0.000049601455,9.338782e-7,0.00066436885,0.0000015627212,0.06947435],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99905056,0.00010545876,0.00014118824,0.00025703377,0.00024104207,0.00020473925],"domain_scores_gemma":[0.99939483,0.000089180154,0.00024415122,0.00007960711,0.0001270126,0.00006519841],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000112556714,0.00020479718,0.00031869774,0.00006137212,0.0001157107,0.000014637613,0.00031452283,0.00026346743,0.0020308876],"category_scores_gemma":[0.000017289753,0.00007924639,0.0003532636,0.00025714783,0.000071649025,0.00013446678,0.000025343194,0.00026727718,0.00005964269],"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":[0.0045019668,0.0021542693,0.04054156,0.000341501,0.00079276436,0.000050404367,0.10577874,0.000065293316,0.73328054,0.0012283283,0.06775505,0.04350957],"study_design_scores_gemma":[0.00052292534,0.001391937,0.91306823,0.00025149534,0.00006165648,0.000001444544,0.080652595,0.000035857305,0.0029193563,0.0003404414,0.0004699139,0.00028416037],"about_ca_topic_score_codex":0.058793858,"about_ca_topic_score_gemma":0.08419571,"teacher_disagreement_score":0.87252665,"about_ca_system_score_codex":0.00006704201,"about_ca_system_score_gemma":0.000015879485,"threshold_uncertainty_score":0.9988814},"labels":[],"label_agreement":null},{"id":"W2598971727","doi":"","title":"Data Structures for Fast Access Control in ECM Systems","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Low-power high-performance VLSI design","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; University of Waterloo","keywords":"Computer science; Access control; Computer network","score_opus":0.014983688765228344,"score_gpt":0.21698720334109717,"score_spread":0.20200351457586882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598971727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99264866,0.0003582137,0.0023781564,0.000054886856,0.0018673775,0.0010973642,0.0010123764,0.00019400804,0.00038895695],"genre_scores_gemma":[0.96291584,0.00011319186,0.0005575175,0.0000068174663,0.0001364287,0.0000033117592,0.0035771113,0.00008621632,0.032603588],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988159,0.00003465628,0.00018959674,0.00038446186,0.00022654346,0.00034886025],"domain_scores_gemma":[0.9988596,0.00006279148,0.00015128391,0.0007551593,0.000097386874,0.00007377534],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001943399,0.00030378503,0.0006063415,0.00043168283,0.000080514634,0.000065886656,0.0015280555,0.00036633317,0.000038861708],"category_scores_gemma":[0.0000114732175,0.00034990784,0.000074933305,0.00016448394,0.000034648616,0.00066867843,0.00006957572,0.00025038136,0.00001874837],"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":[0.00322446,0.0002691064,0.011223796,0.044254754,0.0033935162,0.00019977549,0.1706581,0.49119574,0.031676106,0.0025978477,0.2202034,0.021103395],"study_design_scores_gemma":[0.012431071,0.00037110163,0.034522366,0.0021410505,0.0010973492,0.000008769133,0.09504729,0.82066065,0.0029056482,0.00025642547,0.02740058,0.003157701],"about_ca_topic_score_codex":0.008078486,"about_ca_topic_score_gemma":0.03906393,"teacher_disagreement_score":0.3294649,"about_ca_system_score_codex":0.00010575559,"about_ca_system_score_gemma":0.000046437923,"threshold_uncertainty_score":0.9998953},"labels":[],"label_agreement":null},{"id":"W2598976187","doi":"","title":"Time-Dependent Tensile Properties of ETFE Foils","year":2011,"lang":"pt","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mechanical Behavior of Composites","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 Waterloo","keywords":"ETFE; Ultimate tensile strength; Materials science; Composite material; Structural engineering; Engineering","score_opus":0.01780935965028637,"score_gpt":0.18696461510283768,"score_spread":0.1691552554525513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598976187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975119,0.00072599243,0.00006642734,0.000064917855,0.00036097204,0.000567477,0.00007441869,0.0001506758,0.0004772156],"genre_scores_gemma":[0.6567861,0.0001942036,0.0012026414,0.0000031923585,0.00002130242,9.0678213e-7,0.00014103756,0.00008591317,0.34156471],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980322,0.00009204648,0.00039212595,0.00047532545,0.00055374624,0.00045456167],"domain_scores_gemma":[0.998225,0.000035448258,0.00042342808,0.0006723652,0.0004415022,0.0002022848],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018759022,0.00049976376,0.0010707106,0.00041342166,0.0001267209,0.000015858237,0.00083887915,0.0006167625,0.0016349046],"category_scores_gemma":[0.000021439479,0.00057456887,0.0005032533,0.00020005424,0.00016226656,0.00028678027,0.00018050338,0.00045308511,0.0006370689],"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":[0.0003782438,0.0002335117,0.00019496129,0.002889299,0.0003691408,0.00004624875,0.076700084,0.00043804068,0.91689783,0.00008446309,0.00034070917,0.0014274662],"study_design_scores_gemma":[0.0012817552,0.0006139314,0.0013510481,0.0035454032,0.0016057427,0.000008308566,0.06646879,0.0042194403,0.9196633,0.00004157732,0.000055214987,0.0011454737],"about_ca_topic_score_codex":0.020323519,"about_ca_topic_score_gemma":0.0034481129,"teacher_disagreement_score":0.3410875,"about_ca_system_score_codex":0.00008934964,"about_ca_system_score_gemma":0.00007421542,"threshold_uncertainty_score":0.99967057},"labels":[],"label_agreement":null},{"id":"W2599569622","doi":"","title":"Time-Optimal Trajectory Generation and Way-Point Sequencing for 5-Axis Laser Drilling","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Surface Polishing Techniques","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Pratt and Whitney Canada","keywords":"Trajectory; Drilling; Point (geometry); Computer science; Laser drilling; Geology; Mechanical engineering; Engineering; Mathematics; Physics; Geometry","score_opus":0.011414647780082889,"score_gpt":0.19851106624025974,"score_spread":0.18709641846017686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599569622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99049956,0.00015659443,0.007959103,0.00007033893,0.0002072893,0.0003575926,0.00010568251,0.0004341917,0.00020963818],"genre_scores_gemma":[0.4737569,0.0010730226,0.25919595,0.00001986988,0.0004194504,0.000010508221,0.0017629474,0.00036536955,0.26339597],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918497,0.000019351266,0.00012606026,0.0002827912,0.00012947591,0.000257355],"domain_scores_gemma":[0.99947333,0.000048764778,0.00010110264,0.00020268491,0.0001028181,0.00007132545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001289843,0.0002491065,0.00033620483,0.00019892467,0.00015987329,0.000019918563,0.0001605838,0.000301647,0.000045580953],"category_scores_gemma":[0.000016470069,0.00028428872,0.00010526642,0.00005578788,0.0000573366,0.00043076306,0.000022463071,0.00016029194,0.00000990142],"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":[0.00010704115,0.000012097457,0.000021809741,0.0008670741,0.00019403773,0.000012320264,0.07015332,0.016488537,0.90120256,0.00006534843,0.003932404,0.0069434354],"study_design_scores_gemma":[0.0014428768,0.00028127007,0.00017125453,0.0011309031,0.00036285692,0.0000071316463,0.0433066,0.14811394,0.80173254,0.0005781947,0.0011771219,0.0016953474],"about_ca_topic_score_codex":0.0007357123,"about_ca_topic_score_gemma":0.0029429267,"teacher_disagreement_score":0.51674265,"about_ca_system_score_codex":0.00023396478,"about_ca_system_score_gemma":0.000029641964,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W2600107964","doi":"","title":"Planning for Healthy Communities in Nova Scotia: The current state of practice.","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Public Health Policies and Education","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":"Nova scotia; Nova (rocket); Current (fluid); State (computer science); Environmental planning; Geography; Political science; Environmental science; Oceanography; Engineering; Geology; Aeronautics; Archaeology; Computer science","score_opus":0.07380098584051503,"score_gpt":0.40998340025965974,"score_spread":0.3361824144191447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600107964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793084,0.0007494982,0.000018630344,0.014968937,0.0020889058,0.0019325091,0.00012430362,0.000019630204,0.00078913686],"genre_scores_gemma":[0.52165323,0.006440572,0.0038497515,0.002788268,0.0009499903,0.00008199584,0.008255762,0.00021600895,0.4557644],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979931,0.0006305749,0.00044273867,0.00015513433,0.00022851503,0.0005499468],"domain_scores_gemma":[0.99630666,0.0013022796,0.0011946993,0.00038822327,0.00070016173,0.00010796637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012585156,0.00017434286,0.0004660745,0.00035883297,0.00059265876,0.00000718121,0.00043018995,0.00018147157,0.00014021032],"category_scores_gemma":[0.00015636682,0.00015859577,0.00008305206,0.00023557199,0.00009740592,0.0003142367,0.000073343384,0.0010490267,0.000041118004],"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":[0.00041271336,0.00014049132,0.0018505765,0.004274724,0.000042105487,3.2386794e-7,0.9241756,0.000050217954,0.000011068186,0.00040974334,0.052667435,0.015964985],"study_design_scores_gemma":[0.0007735,0.00017536282,0.034102853,0.0015653202,0.000051209616,1.995616e-7,0.89770126,0.00019477363,0.000004415835,0.0002667504,0.06501359,0.00015075502],"about_ca_topic_score_codex":0.61838216,"about_ca_topic_score_gemma":0.44285816,"teacher_disagreement_score":0.4576552,"about_ca_system_score_codex":0.00025911303,"about_ca_system_score_gemma":0.0014339156,"threshold_uncertainty_score":0.6467348},"labels":[],"label_agreement":null},{"id":"W2600268490","doi":"","title":"Laser Absorption Chemical Species Tomography","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Tomography; Laser; Absorption (acoustics); Optics; Materials science; Physics","score_opus":0.005205340734174824,"score_gpt":0.16817649404443738,"score_spread":0.16297115331026255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600268490","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":[0.99563855,0.00018458952,0.00016371581,0.00003305806,0.00033655996,0.00012948102,0.000026466674,0.0002173412,0.0032702636],"genre_scores_gemma":[0.46850333,0.00046956367,0.0037135044,0.000009558349,0.00013574923,0.0000012468474,0.0010234619,0.00007797588,0.5260656],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933785,0.000007976418,0.00008701947,0.00018636603,0.00016104843,0.00021974406],"domain_scores_gemma":[0.99959505,0.000012287928,0.000062622355,0.00018907407,0.000073134775,0.00006780567],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000024816727,0.00020798361,0.00026197912,0.00020924493,0.000060190494,0.000015284046,0.0002065154,0.00020550561,0.00053101254],"category_scores_gemma":[0.0000021005653,0.0002590613,0.0001567299,0.00015569819,0.000051808573,0.00029217647,0.00001891092,0.0002495549,0.00015036088],"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":[0.00018459678,0.00017456985,0.0008114899,0.0025233526,0.00079251995,0.00008904356,0.14156781,0.0042348565,0.7832409,0.00080135284,0.027458886,0.038120594],"study_design_scores_gemma":[0.0024936947,0.00013061063,0.0174466,0.0013786758,0.0006922042,0.000010715566,0.4085836,0.009841141,0.53429353,0.0017875428,0.020295931,0.0030457387],"about_ca_topic_score_codex":0.00083758536,"about_ca_topic_score_gemma":0.0013733156,"teacher_disagreement_score":0.5271352,"about_ca_system_score_codex":0.000045000248,"about_ca_system_score_gemma":0.000008131528,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W2600532338","doi":"","title":"QoS Support for Voice Packet Transmission over Cognitive Radio Networks","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cognitive Radio Networks and Spectrum Sensing","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cognitive radio; Computer network; Computer science; Network packet; Quality of service; Voice over IP; Transmission (telecommunications); Telecommunications; Wireless; The Internet; World Wide Web","score_opus":0.008491828681616654,"score_gpt":0.2141589068521761,"score_spread":0.20566707817055943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600532338","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":[0.71385664,0.00040924683,0.2771931,0.0008469138,0.0031387743,0.0017459624,0.00011347465,0.00031697509,0.0023789355],"genre_scores_gemma":[0.43504703,0.0011442923,0.037555296,0.00023083501,0.0012995878,0.0000045769275,0.00356932,0.0001894475,0.5209596],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99798626,0.00007836296,0.00020714448,0.0007955757,0.0003617938,0.00057088997],"domain_scores_gemma":[0.9983618,0.00025170037,0.00037517023,0.0003810323,0.0004030872,0.00022716763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026677427,0.00041045778,0.00062801613,0.00029019528,0.00043516772,0.0000956648,0.00071179384,0.0006234493,0.00015354471],"category_scores_gemma":[0.000016369657,0.00047101374,0.0004372169,0.00033609985,0.00010312704,0.00041720082,0.000069954265,0.0006479254,0.000015246374],"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":[0.002894728,0.00055256864,0.0004628377,0.001054126,0.0012120496,0.00061218627,0.22041678,0.00033902808,0.009031462,0.004468897,0.027577236,0.7313781],"study_design_scores_gemma":[0.022468252,0.0043984805,0.06341818,0.005670979,0.0030544647,0.00018762684,0.10105193,0.69122803,0.01785083,0.0036876865,0.07834969,0.008633864],"about_ca_topic_score_codex":0.0027458365,"about_ca_topic_score_gemma":0.020686999,"teacher_disagreement_score":0.7227442,"about_ca_system_score_codex":0.00006260765,"about_ca_system_score_gemma":0.00017857092,"threshold_uncertainty_score":0.99977416},"labels":[],"label_agreement":null},{"id":"W2600628276","doi":"","title":"Exploring the Feasibility of Achieving Energy Self-sufficiency — A Residential Electricity Case Study in Ontario","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Electricity; Self-sufficiency; Environmental planning; Architectural engineering; Engineering; Business; Geography; Political science; Electrical engineering","score_opus":0.025915038433688777,"score_gpt":0.19883308015929632,"score_spread":0.17291804172560754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600628276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99904406,0.00004063564,0.000082483304,0.000006334208,0.00025352888,0.00025536167,0.0000014623981,0.00008031585,0.00023583502],"genre_scores_gemma":[0.99086416,0.0000550461,0.00029876406,7.025055e-7,0.000011257401,0.0000028199545,0.000028159417,0.000020083146,0.008719029],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990579,0.00007726775,0.00019915159,0.00024208565,0.00021580554,0.00020779122],"domain_scores_gemma":[0.99938285,0.000036530684,0.00013370813,0.00032339664,0.000087800305,0.000035733727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018444454,0.00019351745,0.00032069406,0.00029009004,0.00013877897,0.00001619407,0.00029880283,0.00012396277,0.000042454616],"category_scores_gemma":[0.000006118603,0.00019869373,0.000097691096,0.00035807688,0.000021411011,0.00033635081,0.000044999884,0.00032899625,5.487307e-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":[0.00023724731,0.0010393176,0.03810843,0.00048218656,0.00043496123,0.0005664594,0.6440732,0.309637,0.002227391,0.0005420601,0.00011071361,0.0025410594],"study_design_scores_gemma":[0.0029945637,0.0010121005,0.24354234,0.0005279382,0.0008781327,0.000090076624,0.67359215,0.0722408,0.0033365942,0.00010308321,0.0000819281,0.0016002731],"about_ca_topic_score_codex":0.8260734,"about_ca_topic_score_gemma":0.9654224,"teacher_disagreement_score":0.2373962,"about_ca_system_score_codex":0.00028562776,"about_ca_system_score_gemma":0.000091493945,"threshold_uncertainty_score":0.8102495},"labels":[],"label_agreement":null},{"id":"W2600830558","doi":"","title":"Too Good to be True","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mathematics","score_opus":0.01216892802681031,"score_gpt":0.18973821333219273,"score_spread":0.17756928530538243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600830558","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":[0.9877541,0.000034050066,8.285234e-8,0.007124203,0.00033220692,0.0001993714,0.00008866835,0.000048612485,0.0044187],"genre_scores_gemma":[0.105051674,0.00003246933,0.00026578404,0.00012740228,0.00020731894,3.9977812e-7,0.001233942,0.0000016948732,0.89307934],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991478,0.000024083321,0.000079824866,0.00031930584,0.00021151351,0.00021750503],"domain_scores_gemma":[0.99952626,0.000023593147,0.00011099545,0.0000874319,0.00010805517,0.00014364724],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000064441585,0.0001826419,0.00027411754,0.000026816504,0.00022274282,0.000022910543,0.00041754366,0.000406024,0.0014873259],"category_scores_gemma":[0.000007560768,0.00008911594,0.00018802147,0.00020284585,0.00002832879,0.0001092598,0.000057684374,0.00027272705,0.00014363781],"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":[0.00036333734,0.0002578254,0.00040246197,0.00008199781,0.000111926594,0.00012151759,0.09397748,0.000002121319,0.76456773,0.00049027964,0.086612225,0.053011116],"study_design_scores_gemma":[0.00045412112,0.0010112121,0.10927268,0.00011630158,0.00022378785,0.000009099161,0.22169925,0.0000049441774,0.015673984,0.000354208,0.6501802,0.0010002212],"about_ca_topic_score_codex":0.034895353,"about_ca_topic_score_gemma":0.42397103,"teacher_disagreement_score":0.8886606,"about_ca_system_score_codex":0.000015460526,"about_ca_system_score_gemma":0.000011685968,"threshold_uncertainty_score":0.9994255},"labels":[],"label_agreement":null},{"id":"W2601452290","doi":"","title":"Optimal Siting and Sizing of Solar Photovoltaic Distributed Generation to Minimize Loss, Present Value of Future Asset Upgrades and Peak Demand Costs on a Real Distribution Feeder","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Optimal Power Flow Distribution","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":"Sizing; Photovoltaic system; Asset (computer security); Distributed generation; Value (mathematics); Environmental economics; Reliability engineering; Business; Computer science; Environmental science; Engineering; Electrical engineering; Economics; Renewable energy; Chemistry","score_opus":0.007770372274999988,"score_gpt":0.19456540385310397,"score_spread":0.18679503157810398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601452290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952689,0.00024725593,0.0013042266,0.000055761608,0.00018569091,0.00045626579,0.0023949181,0.000055054712,0.000031944073],"genre_scores_gemma":[0.9867938,0.000447605,0.0020696085,0.0000012842492,0.00007594012,0.0000016698742,0.010107112,0.00003238514,0.00047060382],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871635,0.000067317436,0.00027577463,0.00037083734,0.0002902423,0.00027947905],"domain_scores_gemma":[0.99908614,0.000041650106,0.0002689635,0.00022090165,0.00024202946,0.00014032492],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017539198,0.00033101608,0.0005447721,0.00017244616,0.00013645802,0.00002645528,0.00014992287,0.0003815654,0.000015174299],"category_scores_gemma":[0.000025855717,0.00040040468,0.00010493496,0.00019959576,0.00008330202,0.00024909928,0.0000626998,0.00023405149,0.0000014112851],"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":[0.003233952,0.00055679894,0.009135849,0.006334217,0.0014185068,0.00009846279,0.07678999,0.04027789,0.8505094,0.0009811756,0.0059762704,0.0046874573],"study_design_scores_gemma":[0.004435272,0.0015532367,0.33936292,0.0023843232,0.0015884993,0.000024868776,0.10430434,0.15860106,0.38530496,0.00003980381,0.00038129737,0.0020194263],"about_ca_topic_score_codex":0.0056271763,"about_ca_topic_score_gemma":0.002005306,"teacher_disagreement_score":0.46520448,"about_ca_system_score_codex":0.00016303174,"about_ca_system_score_gemma":0.000035076966,"threshold_uncertainty_score":0.9998448},"labels":[],"label_agreement":null},{"id":"W2601570125","doi":"","title":"Fate Modeling of Xenobiotic Organic Compounds (XOCs) in Wastewater Treatment Plants","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Quality Monitoring and Analysis","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":"University of Waterloo","keywords":"Xenobiotic; Wastewater; Environmental chemistry; Environmental science; Waste management; Chemistry; Environmental engineering; Engineering; Organic chemistry","score_opus":0.01632741528820211,"score_gpt":0.20357145997604498,"score_spread":0.18724404468784286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601570125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993623,0.000025430792,0.0000026611594,0.00008221925,0.00011238517,0.0001562384,0.000021494512,0.000019415507,0.00021785418],"genre_scores_gemma":[0.85721976,0.000092025715,0.00027049702,9.915346e-7,0.000011920734,3.264244e-7,0.0002444011,0.000017356579,0.14214276],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9987316,0.00008010808,0.00022475337,0.000380646,0.00029731292,0.00028558623],"domain_scores_gemma":[0.99935746,0.00001577858,0.0002071654,0.0003204841,0.000017641634,0.00008146728],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010904284,0.0002522897,0.00054015184,0.00020261259,0.00008789192,0.000013930168,0.0003360018,0.00020482649,0.0006765199],"category_scores_gemma":[0.0000021937253,0.00024552434,0.00016079043,0.00017150234,0.00007164083,0.00018154053,0.00008069285,0.00012836812,0.00023881906],"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":[0.00026305564,0.0007215052,0.019130664,0.0004212799,0.00043484705,0.00006672989,0.3133664,0.021216858,0.64298576,0.0000057156694,0.0002467301,0.0011404537],"study_design_scores_gemma":[0.0042835954,0.0008873611,0.028488627,0.0013934585,0.0010288894,0.0000064394003,0.48876816,0.061177503,0.41140744,0.00038665714,0.00015205238,0.002019821],"about_ca_topic_score_codex":0.21369763,"about_ca_topic_score_gemma":0.020713849,"teacher_disagreement_score":0.23157834,"about_ca_system_score_codex":0.0002976455,"about_ca_system_score_gemma":0.000016639695,"threshold_uncertainty_score":0.9999997},"labels":[],"label_agreement":null},{"id":"W2601643262","doi":"","title":"Investigation of the effect mutations of CaM have upon in vitro and ex vivo function","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Signaling Pathways in 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":"University of Waterloo","keywords":"Ex vivo; In vitro; In vivo; Function (biology); Biology; Computational biology; Genetics","score_opus":0.005408249114234969,"score_gpt":0.18870291655157634,"score_spread":0.18329466743734138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601643262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993402,0.00009511494,0.000006135208,0.000039334467,0.00014911685,0.00024424653,0.00006740481,0.0000042045613,0.0000542879],"genre_scores_gemma":[0.9931365,0.000010669398,0.0001351123,0.0000036432216,0.000015530499,7.302269e-7,0.0005902757,0.000011027679,0.0060964767],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940044,0.00009152068,0.00010506266,0.00019662354,0.00012474094,0.00008160533],"domain_scores_gemma":[0.9993402,0.00002072372,0.00026846843,0.00023167249,0.000103926905,0.000035055557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012148814,0.00011543472,0.0001789176,0.000091039656,0.00004491975,0.0000029097544,0.00014322423,0.0002848223,0.000009178196],"category_scores_gemma":[0.000051533676,0.00011447127,0.000094733325,0.00008053535,0.00012926404,0.0000064139704,0.00004172279,0.00012638098,4.3070844e-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":[0.00045437308,0.000012391218,0.0075875428,0.00024771332,0.000039770577,5.948271e-7,0.0051145027,0.000041084506,0.9861624,0.0000045222555,0.000058993086,0.0002760909],"study_design_scores_gemma":[0.0005521773,0.00016886706,0.025836658,0.00009427788,0.0001415847,5.603656e-7,0.006094711,0.00006548876,0.9668803,0.000050748018,0.000019604211,0.00009499778],"about_ca_topic_score_codex":0.004133686,"about_ca_topic_score_gemma":0.0147467265,"teacher_disagreement_score":0.019282095,"about_ca_system_score_codex":0.000011042977,"about_ca_system_score_gemma":0.000071582006,"threshold_uncertainty_score":0.82290196},"labels":[],"label_agreement":null},{"id":"W2601736198","doi":"","title":"Health literacy, language, and understanding of colon cancer prevention information among English-as-a-second-language older Chinese immigrant women to Canada","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Global Cancer Incidence and Screening","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; Literacy; Health literacy; Medicine; Language barrier; English language; Gerontology; Linguistics; Psychology; Political science; Health care; Pedagogy; Mathematics education","score_opus":0.008872563753909579,"score_gpt":0.2662852785531014,"score_spread":0.2574127147991918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601736198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981311,0.00031425804,0.000011985124,0.00033533585,0.0002697929,0.00055629096,0.00014367189,0.000019295987,0.00021829334],"genre_scores_gemma":[0.96926963,0.00008575309,0.00021580866,0.00013209156,0.00004008567,0.0000024362416,0.00066659664,0.000011815204,0.02957579],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99891305,0.00003122081,0.0002146566,0.00019625622,0.00038098902,0.00026383204],"domain_scores_gemma":[0.99891496,0.000020327865,0.00042054174,0.00018446308,0.00023172154,0.00022798673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019028048,0.00018739094,0.00050402613,0.00027505757,0.000120172226,0.000019629477,0.00012037943,0.00017768041,0.00030078963],"category_scores_gemma":[0.00003182493,0.00019539156,0.00006562012,0.00023649044,0.000038758986,0.0003933677,0.000036456793,0.00029282243,0.0000010259823],"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":[0.0008047859,0.000023984343,0.0100087905,0.0017750474,0.0001187137,0.000027969663,0.9722339,0.00000936979,0.001505418,0.000015652837,0.00079865346,0.012677726],"study_design_scores_gemma":[0.0012515078,0.00036809375,0.13304336,0.0014647499,0.000079231766,0.0000043392233,0.86267406,0.000056314268,0.00059394067,0.000010078752,0.00024510018,0.00020924665],"about_ca_topic_score_codex":0.96024966,"about_ca_topic_score_gemma":0.99224794,"teacher_disagreement_score":0.123034574,"about_ca_system_score_codex":0.0007408948,"about_ca_system_score_gemma":0.0007895287,"threshold_uncertainty_score":0.7967837},"labels":[],"label_agreement":null},{"id":"W2601737973","doi":"","title":"Weather and Camping in Ontario Parks","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Green Space and Health","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":"Geography; Meteorology; Environmental science; Forestry","score_opus":0.011193637207044407,"score_gpt":0.19234317372748932,"score_spread":0.1811495365204449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601737973","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":[0.9951223,0.00009719738,8.48298e-7,0.0001774019,0.000087549095,0.00015933765,0.000002746507,0.000010224231,0.004342391],"genre_scores_gemma":[0.4092152,0.00005864527,0.00036268367,0.000015666934,0.000008871594,2.0007813e-7,0.00005138996,0.000011248488,0.59027606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992328,0.000025843094,0.00007265689,0.00023949721,0.00016323943,0.00026596087],"domain_scores_gemma":[0.9996162,0.000010158813,0.00011203267,0.00015334932,0.0000052303385,0.00010302991],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011922078,0.00014016454,0.0002354574,0.00008306417,0.00009140765,0.0000060420894,0.00014296,0.00020465643,0.003603195],"category_scores_gemma":[0.0000012398996,0.00016068589,0.00004383328,0.000076983255,0.000072170566,0.00021083959,0.0000665013,0.0002701384,0.0001503854],"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":[0.000047506604,0.000032679425,0.8184256,0.000037521237,0.000009052951,0.000009622024,0.17895302,0.0000042055212,0.0005086202,0.0000114217755,0.00090974366,0.0010510052],"study_design_scores_gemma":[0.00028918558,0.0000383549,0.9528334,0.000077493976,0.000033749413,0.0000010063011,0.04341501,0.000011098831,0.00002322542,0.000035101835,0.003063393,0.00017895279],"about_ca_topic_score_codex":0.96274096,"about_ca_topic_score_gemma":0.9989731,"teacher_disagreement_score":0.5859337,"about_ca_system_score_codex":0.0003004448,"about_ca_system_score_gemma":0.000035202276,"threshold_uncertainty_score":0.99730766},"labels":[],"label_agreement":null},{"id":"W2602065848","doi":"","title":"A Methodology for Global Comparison of Fire Testing Standards in Transportation Applications","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fire dynamics and safety research","field":"Engineering","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":"Engineering; Transport engineering; Computer science; Environmental science","score_opus":0.035140585596136906,"score_gpt":0.29575349564184517,"score_spread":0.26061291004570825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602065848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926312,0.00019374689,0.0053933086,0.00004205279,0.00006673804,0.00064465374,0.00071984006,0.000037320642,0.00027111403],"genre_scores_gemma":[0.9298085,0.0001247397,0.05767894,0.0000010280801,0.000018953664,0.000016859261,0.00295447,0.00003884979,0.009357688],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992719,0.00002730998,0.0001825337,0.00015897435,0.00018238406,0.00017689232],"domain_scores_gemma":[0.9992826,0.00011840769,0.00010599939,0.00013219549,0.00032270452,0.000038113878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019668289,0.00012221828,0.00040219782,0.000109452914,0.000047086018,0.00000459503,0.00019501998,0.00023096868,0.000021548067],"category_scores_gemma":[0.00002065372,0.00015747572,0.00008591501,0.00026458406,0.00003738138,0.0000667477,0.000005276438,0.00014262272,0.0000012742041],"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":[0.0012473194,0.0005372153,0.04105331,0.021701418,0.00084013713,0.000013709838,0.2525062,0.1336535,0.041242678,0.010749151,0.0023892191,0.49406612],"study_design_scores_gemma":[0.0026808954,0.0005102668,0.14859551,0.00077411986,0.00031660806,9.594621e-7,0.19914457,0.6400761,0.0022262745,0.003414477,0.001373218,0.0008870126],"about_ca_topic_score_codex":0.013112861,"about_ca_topic_score_gemma":0.09085291,"teacher_disagreement_score":0.5064226,"about_ca_system_score_codex":0.00013940546,"about_ca_system_score_gemma":0.000078663674,"threshold_uncertainty_score":0.9934589},"labels":[],"label_agreement":null},{"id":"W2602074406","doi":"","title":"Measuring Work Zone Throughput and User Delays","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Elevator Systems and Control","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":"Throughput; Work zone; Work (physics); Computer science; Embedded system; Real-time computing; Engineering; Operating system; Mechanical engineering; Wireless","score_opus":0.011924705024471556,"score_gpt":0.15782351505044992,"score_spread":0.14589881002597838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602074406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956767,0.001352727,0.00013221274,0.000016934113,0.00042563237,0.00017833797,0.0000096036765,0.00013738255,0.0020704884],"genre_scores_gemma":[0.6976944,0.00028261443,0.0007376284,0.0000029391704,0.0000627452,7.7577886e-7,0.0000523429,0.000057600657,0.30110893],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99929386,0.000018204446,0.00010440256,0.00021051976,0.00015233131,0.00022065152],"domain_scores_gemma":[0.9995326,0.0000122112015,0.000078937584,0.00022733716,0.00006970209,0.00007925879],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000072474046,0.00021888217,0.00037631622,0.00012636196,0.00009849945,0.000015257758,0.00018497961,0.00027689897,0.00008505311],"category_scores_gemma":[0.0000019865606,0.00026046834,0.000095068426,0.00010441341,0.000029397814,0.00016187764,0.000023303211,0.00020557456,0.000044857134],"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":[0.0010391241,0.00020246819,0.021358412,0.0085309595,0.0042588366,0.00046906105,0.84836227,0.0014237339,0.038948406,0.0034775678,0.017709916,0.05421922],"study_design_scores_gemma":[0.011989788,0.00070979435,0.18863994,0.009638774,0.0036356717,0.000055039465,0.69750744,0.0038352949,0.023153117,0.00051645434,0.052240618,0.0080780685],"about_ca_topic_score_codex":0.01165413,"about_ca_topic_score_gemma":0.02456428,"teacher_disagreement_score":0.29903844,"about_ca_system_score_codex":0.000035953744,"about_ca_system_score_gemma":0.000014424499,"threshold_uncertainty_score":0.99998474},"labels":[],"label_agreement":null},{"id":"W2602152220","doi":"","title":"A Multiprocessor Platform Based on FPGA Technology Targeted for a Driver Vigilance Monitoring Device","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Embedded Systems Design Techniques","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Field-programmable gate array; Embedded system; Vigilance (psychology); Computer science; Multiprocessing; Operating system; Psychology","score_opus":0.015583515419655209,"score_gpt":0.23631411313068448,"score_spread":0.22073059771102926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602152220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89508957,0.0004324889,0.095252275,0.0014465816,0.0010221228,0.0033070112,0.00005736142,0.002611187,0.0007814216],"genre_scores_gemma":[0.5935907,0.000040832572,0.34425625,0.000054355885,0.00008941946,0.00002209761,0.00014658234,0.00006801677,0.061731752],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980512,0.00003473917,0.00022700813,0.0007927363,0.0004257342,0.00046855584],"domain_scores_gemma":[0.9978921,0.00010227754,0.0005586356,0.000836487,0.00051504665,0.00009545152],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022312197,0.00040124945,0.0006258847,0.0010152911,0.00026637415,0.000050694092,0.0018837037,0.000721801,0.0000038765297],"category_scores_gemma":[0.000043838532,0.00046978935,0.00020982082,0.0006956582,0.00005304422,0.0005167702,0.000070925,0.0003774389,0.00001819289],"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":[0.0043112235,0.0023859206,0.0042337556,0.013460914,0.0010915253,0.00093821867,0.2747446,0.0025589233,0.34312156,0.01574953,0.011801668,0.32560214],"study_design_scores_gemma":[0.004747871,0.0029737728,0.0035796806,0.0065617766,0.00024402875,0.000012068792,0.03845641,0.082445525,0.8505737,0.0048404224,0.0027696178,0.0027951326],"about_ca_topic_score_codex":0.0014162308,"about_ca_topic_score_gemma":0.0022861238,"teacher_disagreement_score":0.50745213,"about_ca_system_score_codex":0.00022670616,"about_ca_system_score_gemma":0.00017475689,"threshold_uncertainty_score":0.9997754},"labels":[],"label_agreement":null},{"id":"W2602193558","doi":"","title":"Envisioning the Downtown - The Design of Third Places to Revitalize Town-Gown Downtowns","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Downtown; Geography; Environmental planning; Archaeology","score_opus":0.022002597815047136,"score_gpt":0.2622447313309284,"score_spread":0.24024213351588128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602193558","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":[0.9040281,0.00087110203,0.0016217763,0.0137438355,0.0011177795,0.0023094832,0.000070843766,0.00018378586,0.07605327],"genre_scores_gemma":[0.16262147,0.00042023315,0.0017276482,0.00019982397,0.00012743496,0.000001102237,0.00011996756,0.000023561615,0.83475876],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99803877,0.00034075152,0.0002077375,0.00029508697,0.00076820626,0.00034946663],"domain_scores_gemma":[0.99834514,0.00043752455,0.00042476846,0.00034445187,0.0003296817,0.00011840773],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015800544,0.00020490243,0.00035066553,0.00021467575,0.0012938853,0.00007502903,0.0010966312,0.0003025735,0.0011840862],"category_scores_gemma":[0.00023247828,0.00015097957,0.00016000349,0.00071153505,0.0003073931,0.00022424257,0.00008044932,0.00029368757,0.00004681947],"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":[0.00021564614,0.00004274302,0.00046975462,0.000057967456,0.00010918275,0.000009007248,0.9628993,0.0006430286,0.0010505026,0.0033619625,0.027959688,0.0031811863],"study_design_scores_gemma":[0.00026231224,0.00010516934,0.0038788028,0.00039371048,0.00020579596,7.722767e-7,0.945823,0.000076371296,0.0006519093,0.00015852752,0.048124015,0.00031962857],"about_ca_topic_score_codex":0.08861273,"about_ca_topic_score_gemma":0.09781054,"teacher_disagreement_score":0.7587055,"about_ca_system_score_codex":0.00008780319,"about_ca_system_score_gemma":0.00022351282,"threshold_uncertainty_score":0.999729},"labels":[],"label_agreement":null},{"id":"W2603077435","doi":"","title":"Achieving Soft Real-time Guarantees for Interactive Applications in Wireless Mesh Networks","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mobile Agent-Based Network Management","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":"Canadian Bureau for International Education","keywords":"Wireless mesh network; Computer science; Wireless; Computer network; Wireless network; Embedded system; Telecommunications","score_opus":0.007578671863736324,"score_gpt":0.20840059256085303,"score_spread":0.2008219206971167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603077435","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":[0.8439626,0.00009847506,0.15066968,0.00041124836,0.00042980365,0.003096399,0.000030252375,0.00028761206,0.0010139068],"genre_scores_gemma":[0.46082,0.0034717838,0.046359267,0.00010446845,0.00032024694,0.00015071781,0.00379622,0.00018437488,0.48479295],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982433,0.00009229096,0.00023382012,0.0007371646,0.00027097773,0.00042249495],"domain_scores_gemma":[0.9983536,0.00021910136,0.0004700337,0.0007017342,0.00017405444,0.00008148758],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019742426,0.00032128388,0.0005305284,0.00046275998,0.00027483344,0.000047682,0.001469426,0.00023183694,0.000026534193],"category_scores_gemma":[0.0000054777,0.00039556564,0.00023565718,0.0005278613,0.00006745165,0.0004977817,0.0002364355,0.00026978157,0.000021872296],"study_design_candidate":"simulation_or_modeling","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":[0.0024787034,0.0024686283,0.0042129317,0.0035561877,0.0023447066,0.0005419933,0.5205626,0.053727485,0.00912826,0.04904487,0.05192654,0.30000708],"study_design_scores_gemma":[0.0040037106,0.0006696453,0.017660897,0.0019739561,0.0004543201,0.000007508223,0.08242815,0.8845797,0.0010563784,0.00059997017,0.003898387,0.0026673612],"about_ca_topic_score_codex":0.009208744,"about_ca_topic_score_gemma":0.017844936,"teacher_disagreement_score":0.8308522,"about_ca_system_score_codex":0.00025602765,"about_ca_system_score_gemma":0.0000986566,"threshold_uncertainty_score":0.9998496},"labels":[],"label_agreement":null},{"id":"W2603119899","doi":"","title":"Variations on a Theme of Deep Time: From Geology to Architecture","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"History and Developments in Astronomy","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":"Architecture; Deep time; Theme (computing); Geology; History; Archaeology; Computer science; Paleontology; World Wide Web","score_opus":0.005537100623030592,"score_gpt":0.1937504625983829,"score_spread":0.18821336197535232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603119899","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":[0.9742777,0.000011604149,0.003634726,0.00019239353,0.00030606263,0.00027528233,0.00026694537,0.00002015772,0.021015147],"genre_scores_gemma":[0.23562798,6.651335e-7,0.04871502,0.000024853347,0.0001682799,0.00000258562,0.00468259,0.000040422197,0.7107376],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99925834,0.000058103065,0.000113135626,0.00025723857,0.00015726025,0.00015592216],"domain_scores_gemma":[0.9992572,0.000042630785,0.00021793308,0.00025910174,0.00012803948,0.00009511383],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000069731,0.00017456626,0.00034625197,0.0001987081,0.00009215921,0.000003965429,0.00029940633,0.000116716976,0.0027590576],"category_scores_gemma":[0.0000040112227,0.00020040838,0.0001060546,0.0001044126,0.000042279276,0.000044293447,0.00004651523,0.00018045095,0.0002990771],"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":[0.0014167867,0.00079566427,0.0038315803,0.00009751134,0.0017262723,0.0000119729475,0.7934966,0.0028754692,0.0055335863,0.006562176,0.02370548,0.15994686],"study_design_scores_gemma":[0.010049798,0.0021195188,0.05690987,0.0012299822,0.001982131,0.0000011898187,0.5466335,0.0007255028,0.011706769,0.062564075,0.30137897,0.0046987007],"about_ca_topic_score_codex":0.010905044,"about_ca_topic_score_gemma":0.002553135,"teacher_disagreement_score":0.7386497,"about_ca_system_score_codex":0.00004741436,"about_ca_system_score_gemma":0.00014385897,"threshold_uncertainty_score":0.99815255},"labels":[],"label_agreement":null},{"id":"W2603330333","doi":"","title":"Studies of Magnetic Logic Devices","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magnetic properties of thin films","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":"University of Waterloo","keywords":"Computer science","score_opus":0.019320337553939998,"score_gpt":0.22412385090504858,"score_spread":0.20480351335110858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603330333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98781407,0.0032638174,0.0000021126327,0.00018458843,0.0003871244,0.00020708567,0.00004485805,0.000018582266,0.00807777],"genre_scores_gemma":[0.5375371,0.00004315824,0.0011064544,0.000003944307,0.000052126485,4.786885e-7,0.00014891858,0.000015355448,0.46109247],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99912876,0.00004463877,0.00015386658,0.00021767852,0.00021702707,0.00023805675],"domain_scores_gemma":[0.9990024,0.000030734995,0.00037357002,0.0003045426,0.00022701242,0.00006171486],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009848983,0.00022318585,0.0005168859,0.00013050516,0.00009301469,0.0000063948246,0.00043495325,0.00010839038,0.002944603],"category_scores_gemma":[0.0000046574737,0.00022337284,0.00018606147,0.00009044569,0.00015311703,0.0001349145,0.00011606,0.00015807783,0.000080823775],"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":[0.0009653051,0.0012889365,0.046806093,0.0087125255,0.003289739,0.000019697649,0.75494444,0.000068247544,0.04559443,0.014247883,0.026047241,0.09801545],"study_design_scores_gemma":[0.0012163029,0.00062633806,0.032554444,0.0008290386,0.0014024583,5.804978e-7,0.94471025,0.0000480051,0.011694512,0.0023248226,0.0036908414,0.00090239197],"about_ca_topic_score_codex":0.021086486,"about_ca_topic_score_gemma":0.0046772785,"teacher_disagreement_score":0.4530147,"about_ca_system_score_codex":0.000017073316,"about_ca_system_score_gemma":0.00004244907,"threshold_uncertainty_score":0.9979668},"labels":[],"label_agreement":null},{"id":"W2603453843","doi":"","title":"SAR Remote Sensing of Canadian Coastal Waters using Total Variation Optimization Segmentation Approaches","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ocean Waves and Remote Sensing","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":"Peking University; University of Waterloo","keywords":"Variation (astronomy); Segmentation; Remote sensing; Geography; Computer science; Cartography; Oceanography; Environmental science; Artificial intelligence; Geology","score_opus":0.024182417797645173,"score_gpt":0.17181057613639844,"score_spread":0.14762815833875326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603453843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99677676,0.00002910332,0.0009894393,0.000040763978,0.00044328746,0.00022925924,0.00011535086,0.00001674682,0.0013592937],"genre_scores_gemma":[0.6114013,0.00015839926,0.34680787,0.000010296048,0.00010465488,2.3948848e-10,0.008712548,0.000030855183,0.032774046],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989642,0.00008080374,0.00017931234,0.00028273402,0.00023104185,0.000261915],"domain_scores_gemma":[0.99919343,0.000015358894,0.0003839266,0.00014841047,0.00012470245,0.00013419145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014080244,0.00019732543,0.00029730637,0.0007872782,0.0002483263,0.000022830161,0.00010630059,0.00026276242,0.00019252884],"category_scores_gemma":[0.000006018892,0.00021843011,0.00010934313,0.00034081496,0.000070557275,0.00029261297,0.000007745519,0.00013691671,0.0000070225483],"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":[0.000503681,0.000023768305,0.0013638812,0.0007339319,0.0003567717,0.00007789316,0.2539985,0.63047665,0.003010822,0.000011620623,0.00005248893,0.109389976],"study_design_scores_gemma":[0.0003695321,0.00008999896,0.0121232895,0.00026172257,0.00025142884,0.000016258342,0.094691016,0.8903247,0.0014772216,0.00004185762,0.000009516032,0.0003434391],"about_ca_topic_score_codex":0.94341993,"about_ca_topic_score_gemma":0.808288,"teacher_disagreement_score":0.3853754,"about_ca_system_score_codex":0.000025514983,"about_ca_system_score_gemma":0.00017815767,"threshold_uncertainty_score":0.89073217},"labels":[],"label_agreement":null},{"id":"W2603528897","doi":"","title":"A Smartphone-based Connected Vehicle Solution for Winter Road Surface Condition Monitoring","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Infrastructure Maintenance and Monitoring","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":"Road surface; Transport engineering; Computer science; Engineering; Environmental science; Civil engineering","score_opus":0.009619659933294621,"score_gpt":0.20965848490663566,"score_spread":0.20003882497334105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603528897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960168,0.00012274401,0.0005419124,0.000045468903,0.002420469,0.00035595425,0.000087901906,0.00023452027,0.00017421738],"genre_scores_gemma":[0.975636,0.000018716979,0.0025864786,0.0000023554485,0.00020304385,0.0000018707689,0.0009868866,0.000060652015,0.02050397],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990685,0.0000199596,0.00013712974,0.0002413918,0.0002011274,0.00033192005],"domain_scores_gemma":[0.9991921,0.000024754972,0.0001228327,0.00020311834,0.0003696552,0.0000874951],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010526972,0.0002590917,0.00035069342,0.00015698551,0.00013164175,0.00002239254,0.00018865624,0.000334039,0.000029043218],"category_scores_gemma":[0.000014061269,0.00032385133,0.00015160823,0.000120587945,0.000034550125,0.00022212802,0.000013960255,0.00022261728,0.00001717541],"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":[0.0014799712,0.000076366894,0.0022103654,0.0028655184,0.000605199,0.00003670906,0.08472637,0.0520662,0.82285714,0.000033068816,0.017369151,0.015673958],"study_design_scores_gemma":[0.011223678,0.00081006746,0.048355594,0.0036937397,0.0010960338,0.000005882756,0.19460823,0.15261617,0.58013135,0.00065526506,0.0038298415,0.002974152],"about_ca_topic_score_codex":0.0029166318,"about_ca_topic_score_gemma":0.0031001237,"teacher_disagreement_score":0.24272576,"about_ca_system_score_codex":0.00029348905,"about_ca_system_score_gemma":0.00006676002,"threshold_uncertainty_score":0.9999214},"labels":[],"label_agreement":null},{"id":"W2603660651","doi":"","title":"Ad-hoc Holistic Ranking Aggregation","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Data Management and 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":"University of Waterloo","keywords":"Ranking (information retrieval); Post hoc; Information retrieval; Computer science; Medicine; Dentistry","score_opus":0.018332695113920952,"score_gpt":0.21679602768244116,"score_spread":0.19846333256852022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603660651","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":[0.9586086,0.0018817995,0.026228972,0.0012173153,0.0045049028,0.00080409995,0.00006749659,0.00056047086,0.006126343],"genre_scores_gemma":[0.06224059,0.0005172969,0.034257926,0.00002852857,0.00012738921,6.9435134e-7,0.0016817107,0.000032147997,0.9011137],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998837,0.000042081272,0.0001047159,0.00036936146,0.00036026034,0.00028657677],"domain_scores_gemma":[0.99897176,0.000022765591,0.0002810376,0.0005401529,0.00010505467,0.00007920206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018561112,0.00019648553,0.00025949415,0.00032993223,0.00019532077,0.00008526399,0.0012268759,0.00014766782,0.00011185947],"category_scores_gemma":[0.000008093609,0.00023521659,0.00011663595,0.00029773416,0.00003533525,0.001363074,0.00022023046,0.00016417421,0.0002139159],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011338232,0.00022224947,0.0003005311,0.0009621088,0.00030954558,0.0001213185,0.17942499,0.000029838751,0.0011654163,0.01728764,0.010019626,0.79004335],"study_design_scores_gemma":[0.014027949,0.0014916883,0.2072634,0.005989567,0.003621988,0.000036929527,0.41017509,0.073101476,0.0078594275,0.01902739,0.24664162,0.010763471],"about_ca_topic_score_codex":0.002406356,"about_ca_topic_score_gemma":0.0051939012,"teacher_disagreement_score":0.896368,"about_ca_system_score_codex":0.00005293164,"about_ca_system_score_gemma":0.000034503377,"threshold_uncertainty_score":0.9591854},"labels":[],"label_agreement":null},{"id":"W2604046025","doi":"","title":"Examination of Winter Driving using In-vehicle Devices and the Perceptions of Older Drivers","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Older Adults Driving 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":"Perception; Psychology; Transport engineering; Applied psychology; Engineering","score_opus":0.016094817173739374,"score_gpt":0.29146886514316483,"score_spread":0.27537404796942544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604046025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99839866,0.00003744594,0.000012486631,0.00033201108,0.00024904968,0.0005256681,0.000015148105,0.000013743328,0.0004157633],"genre_scores_gemma":[0.9705224,0.0001178554,0.0004894659,0.0000072682583,0.00002065008,8.920116e-7,0.000029668741,0.000016531318,0.028795239],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99875075,0.0003224781,0.00026667977,0.00022760604,0.00022553907,0.00020692254],"domain_scores_gemma":[0.99838316,0.00035039338,0.0006385777,0.00023132154,0.00036394465,0.000032607826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045004103,0.00016068875,0.00049484865,0.0003393657,0.0003977476,0.000003195883,0.00023018586,0.00030997756,0.0001723263],"category_scores_gemma":[0.0000647985,0.00014379114,0.000096728516,0.00018235574,0.0003686785,0.00020876394,0.00013827966,0.00054161187,0.000003836865],"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":[0.000032358832,0.000040057435,0.35376215,0.0010345929,0.00007583346,0.0000010851394,0.63683265,0.000008648777,0.0074594356,0.00005654462,0.00004544884,0.0006512082],"study_design_scores_gemma":[0.00084899925,0.000015236848,0.58712286,0.0011500989,0.000113942304,1.4066708e-7,0.41028494,0.00027861068,0.000087095206,0.000018034529,0.0000065973486,0.00007342614],"about_ca_topic_score_codex":0.024876121,"about_ca_topic_score_gemma":0.45163503,"teacher_disagreement_score":0.42675892,"about_ca_system_score_codex":0.00006492795,"about_ca_system_score_gemma":0.00007743661,"threshold_uncertainty_score":0.98161733},"labels":[],"label_agreement":null},{"id":"W2604089968","doi":"","title":"The Influence of Stakeholder Values on the Acceptance of Water Reallocation Policy in Southern Alberta","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water resources management and optimization","field":"Engineering","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":"Stakeholder; Environmental planning; Environmental resource management; Political science; Geography; Business; Environmental science; Public relations","score_opus":0.008650409218570666,"score_gpt":0.18120609537936477,"score_spread":0.17255568616079411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604089968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978435,0.00001905006,0.0000052929604,0.0004180922,0.00006289027,0.0002831406,0.000008840864,0.000017762315,0.0013414168],"genre_scores_gemma":[0.8902907,0.000119705335,0.000047882626,0.0000045994207,0.0000158797,0.000001002909,0.00010569969,0.000022567892,0.10939201],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99926525,0.000041827752,0.00016818615,0.00013704838,0.00021436506,0.0001733137],"domain_scores_gemma":[0.999323,0.00005675726,0.00015099763,0.00036226935,0.00008864149,0.000018332734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016732124,0.0001561349,0.00020030636,0.00022005054,0.000083251216,0.000014891214,0.00048846356,0.00015484917,0.000035710626],"category_scores_gemma":[0.000017888196,0.00010467257,0.000066678134,0.00018357951,0.00009180442,0.00011756922,0.00003594055,0.00020886831,0.000012836528],"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":[0.00029844558,0.000059287635,0.0010481243,0.0006760806,0.0001775438,0.0000016617552,0.66780895,0.30280125,0.023738418,0.0008523148,0.00025224724,0.002285658],"study_design_scores_gemma":[0.0026491268,0.0003643878,0.116729304,0.0021132934,0.000477123,7.660165e-7,0.7085688,0.029962907,0.13221315,0.0024386535,0.0028838343,0.0015986346],"about_ca_topic_score_codex":0.045259364,"about_ca_topic_score_gemma":0.11064051,"teacher_disagreement_score":0.27283835,"about_ca_system_score_codex":0.000032400047,"about_ca_system_score_gemma":0.000010526492,"threshold_uncertainty_score":0.9610983},"labels":[],"label_agreement":null},{"id":"W2604460828","doi":"","title":"Culturally Competent Health Promotion as a Social Inclusion Mechanism: A Study of Ontario Community-Based AIDS Service Organizations","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mechanism (biology); Inclusion (mineral); Promotion (chess); Public relations; Service (business); Social work; Medicine; Political science; Nursing; Sociology; Business; Gender studies; Marketing; Politics","score_opus":0.027989517166063845,"score_gpt":0.2880577893258962,"score_spread":0.26006827215983236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604460828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920228,0.000008170196,0.0000028111463,0.005104671,0.0005370584,0.0017880412,0.000052898296,0.00010779247,0.00037572713],"genre_scores_gemma":[0.95431924,0.000011798738,0.0010285282,0.00013601195,0.0000624649,0.0000027876908,0.0022157284,0.000028484334,0.04219498],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966171,0.0012448072,0.00035811466,0.00032896054,0.0010735116,0.00037749906],"domain_scores_gemma":[0.9958399,0.000070396,0.0009836379,0.00034556683,0.002565878,0.00019459988],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00083573506,0.00028791753,0.0006727492,0.00027145367,0.0063900347,0.000034619483,0.00100298,0.00048851065,0.000506393],"category_scores_gemma":[0.00006151435,0.0003210308,0.00013566023,0.0010543817,0.00011241862,0.0002773314,0.00033086917,0.0011864145,0.000017398983],"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":[0.000111566325,0.0010149084,0.00077398046,0.00057872775,0.000053753123,0.000003583239,0.99426687,0.000012094679,0.0015299247,0.0013351106,0.00010515866,0.00021429776],"study_design_scores_gemma":[0.001148464,0.0016499386,0.0080330325,0.0003148615,0.00016757406,5.799596e-7,0.9868991,0.00001194352,0.00013178671,0.0005796196,0.0007428218,0.00032027482],"about_ca_topic_score_codex":0.9803417,"about_ca_topic_score_gemma":0.99913055,"teacher_disagreement_score":0.041819252,"about_ca_system_score_codex":0.0014342096,"about_ca_system_score_gemma":0.0039601293,"threshold_uncertainty_score":0.9999242},"labels":[],"label_agreement":null},{"id":"W2604625178","doi":"","title":"Calculating Center-Glass Performance Indices of Glazing Systems with Shading Devices","year":2008,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":14,"is_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 Waterloo","keywords":"ASHRAE 90.1; Glazing; Air conditioning; Center (category theory); Architectural engineering; Engineering; Computer science; Mechanical engineering; Meteorology; Geography; Civil engineering","score_opus":0.009219501652302326,"score_gpt":0.16172350273152789,"score_spread":0.15250400107922557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604625178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99938875,0.0000895839,0.000060291986,0.000020990514,0.00008410218,0.00008220797,0.000008457607,0.00008764636,0.00017796797],"genre_scores_gemma":[0.9980305,0.00002833739,0.0012736742,0.0000013257942,0.000022650478,1.2113068e-7,0.000008606237,0.000013235882,0.000621576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930793,0.000017022154,0.00013919602,0.00013297502,0.00020860975,0.00019429579],"domain_scores_gemma":[0.999567,0.000022049804,0.00014145781,0.0001521951,0.00006703523,0.0000502985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065572094,0.00013671812,0.00034272438,0.0001707307,0.0001382196,0.000013587585,0.00023229129,0.00005119687,0.000024717026],"category_scores_gemma":[0.000001548026,0.0001289301,0.000055504333,0.00018698635,0.00008685722,0.0003747612,0.000056179928,0.00006292803,0.000005699168],"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":[0.0001011224,0.000023286075,0.53242576,0.0018044807,0.0005980503,0.00006313825,0.046378445,0.19829847,0.21966085,0.000054202228,0.000050928487,0.00054129254],"study_design_scores_gemma":[0.002711473,0.00037253246,0.48613453,0.0021311338,0.00040853405,0.00023283371,0.047711283,0.31165048,0.14714794,0.0000047224908,0.00027422557,0.0012203131],"about_ca_topic_score_codex":0.004941492,"about_ca_topic_score_gemma":0.000863409,"teacher_disagreement_score":0.113352016,"about_ca_system_score_codex":0.000042488224,"about_ca_system_score_gemma":0.0000073456386,"threshold_uncertainty_score":0.74700904},"labels":[],"label_agreement":null},{"id":"W2605039970","doi":"","title":"Claiming the Sky; Rethinking High-Rise Development in the City of Toronto","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban and Rural Development 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":"High rise; Sky; Sociology; Media studies; Political science; History; Geography; Engineering; Meteorology","score_opus":0.03152522502726031,"score_gpt":0.25051961601157896,"score_spread":0.21899439098431867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605039970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97910273,0.00063838105,5.2891704e-7,0.0037893075,0.0003884056,0.00031907807,0.0000031160157,0.000016346432,0.01574213],"genre_scores_gemma":[0.73211884,0.0015366792,0.00040712743,0.000013456655,0.000040862993,7.319579e-7,0.000038495826,0.000007616779,0.26583618],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998573,0.00021961937,0.00014587896,0.000216424,0.0005914999,0.00025357684],"domain_scores_gemma":[0.99902135,0.00010740507,0.00040499234,0.00029310526,0.0001347682,0.000038359904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011099719,0.0001534903,0.0002797842,0.000053750453,0.0012662379,0.000038217277,0.0012503229,0.00027161915,0.00026230348],"category_scores_gemma":[0.00004493686,0.00011162588,0.00008953001,0.0000637824,0.00026549617,0.00027037904,0.00006240662,0.0002553255,0.0000063696275],"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":[0.00004538997,0.00003353386,0.0013654337,0.00006957429,0.000051422652,0.0000104477895,0.98538727,4.5502142e-7,0.000054681823,0.0029134892,0.00062909944,0.009439181],"study_design_scores_gemma":[0.0002435601,0.000018884224,0.16626507,0.00033455165,0.000045763452,1.888789e-7,0.8158831,9.751586e-7,0.00020218662,0.0006402509,0.016174931,0.0001905585],"about_ca_topic_score_codex":0.44228733,"about_ca_topic_score_gemma":0.9510354,"teacher_disagreement_score":0.50874805,"about_ca_system_score_codex":0.00021577663,"about_ca_system_score_gemma":0.0003443811,"threshold_uncertainty_score":0.9739007},"labels":[],"label_agreement":null},{"id":"W2605121078","doi":"","title":"Tremor in Parkinson's Disease: Loading and Trends in Tremor Characteristics","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Neurological disorders 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":"University of Waterloo","keywords":"Parkinson's disease; Physical medicine and rehabilitation; Essential tremor; Disease; Medicine; Neuroscience; Psychology; Pathology","score_opus":0.011445963227289002,"score_gpt":0.22479306030340163,"score_spread":0.21334709707611263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605121078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979893,0.00014623853,8.224677e-8,0.0010837679,0.00010572216,0.0001993754,0.00005433905,0.000019183284,0.00040199142],"genre_scores_gemma":[0.8727298,0.00032832954,0.000085334876,0.000039408584,0.000016325066,6.8053663e-7,0.00080614805,0.000017636245,0.12597637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908566,0.000030464595,0.00012234361,0.00038357722,0.00015152874,0.00022641018],"domain_scores_gemma":[0.99947894,0.000022120841,0.00012732635,0.00018436677,0.000028719754,0.00015850471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046042132,0.00021610667,0.0005231027,0.00053734373,0.00004617221,0.0000087014005,0.00008680833,0.00025024242,0.00024519],"category_scores_gemma":[0.000017112754,0.00021641844,0.00009929342,0.00021531804,0.00006572345,0.00007150618,0.000026270087,0.00036412608,0.000007452019],"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":[0.0085950885,0.002144466,0.74084175,0.0011795012,0.00018213186,0.007966028,0.03859884,0.0000011611361,0.005216184,0.00007335321,0.00057939044,0.19462211],"study_design_scores_gemma":[0.002638803,0.00019937688,0.99054426,0.0002085482,0.00018802573,0.0000020290843,0.005306342,0.000106324835,0.000047699195,0.00008483951,0.00049765006,0.00017609374],"about_ca_topic_score_codex":0.0040115817,"about_ca_topic_score_gemma":0.030528497,"teacher_disagreement_score":0.24970251,"about_ca_system_score_codex":0.00003828671,"about_ca_system_score_gemma":0.00002884934,"threshold_uncertainty_score":0.9871618},"labels":[],"label_agreement":null},{"id":"W2605208366","doi":"","title":"On an Electron Spin Resonance Spectrometer for Quantum Information Processing","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum optics and atomic interactions","field":"Physics and Astronomy","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":"Brock University; University of Oxford","keywords":"Quantum information processing; Spectrometer; Electron; Electron paramagnetic resonance; Physics; Spin (aerodynamics); Atomic physics; Nuclear magnetic resonance; Quantum; Quantum mechanics","score_opus":0.008648948438777993,"score_gpt":0.22796463128170688,"score_spread":0.21931568284292888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605208366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586356,0.00001259615,0.0006134431,0.000056106084,0.00021376813,0.00031094064,0.00010349156,0.000025498546,0.0028005948],"genre_scores_gemma":[0.89549845,0.000008959114,0.0019221181,0.000014496606,0.000104070445,0.0000037269865,0.0024684102,0.000030601666,0.09994919],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992651,0.000016596929,0.00014205663,0.00020659372,0.0001234136,0.00024624646],"domain_scores_gemma":[0.99919325,0.000015470172,0.00035068192,0.00018895906,0.0001968606,0.000054797405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007147195,0.0001943623,0.00024899634,0.00021995365,0.00023796479,0.00004101284,0.00021259929,0.00010610511,0.00024450728],"category_scores_gemma":[0.0000025311024,0.00022006882,0.00015092363,0.00009009812,0.00002442332,0.00066411204,0.000011484594,0.00022198913,0.00004974103],"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":[0.0043649757,0.0012788657,0.00034878997,0.0011124517,0.00052265654,0.0000049004984,0.25042498,0.000081525075,0.015299969,0.5749167,0.0072681364,0.14437602],"study_design_scores_gemma":[0.009174196,0.0079972735,0.010761549,0.0033731146,0.0016578828,0.000004314774,0.5601891,0.07093181,0.11893563,0.16150138,0.050271403,0.0052023483],"about_ca_topic_score_codex":0.006089361,"about_ca_topic_score_gemma":0.0013917267,"teacher_disagreement_score":0.41341534,"about_ca_system_score_codex":0.000044097982,"about_ca_system_score_gemma":0.00010021842,"threshold_uncertainty_score":0.9205333},"labels":[],"label_agreement":null},{"id":"W2605579688","doi":"","title":"Performance Evaluation of Recycled Asphalt Shingles (RAS) in Hot Mix Asphalt (HMA): An Ontario Perspective","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","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":"Shingles; Asphalt; Asphalt pavement; Perspective (graphical); Waste management; Engineering; Environmental science; Materials science; Composite material; Medicine; Virology; Computer science","score_opus":0.027008610823337918,"score_gpt":0.23502039489447188,"score_spread":0.20801178407113396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605579688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924745,0.0002891947,0.000014813754,0.000011083808,0.0005432722,0.00070048234,0.000017661234,0.000091655565,0.0058573494],"genre_scores_gemma":[0.97489536,0.00027444103,0.0008462724,0.000002875431,0.000039647526,0.0000061811265,0.0007203511,0.00005927829,0.023155615],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.997646,0.0001519549,0.00038505704,0.00046848782,0.0009655048,0.0003830307],"domain_scores_gemma":[0.99816114,0.000023808574,0.0004219538,0.00046657384,0.0008261934,0.000100303914],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010380915,0.0004024251,0.00060231186,0.00074998045,0.00011437776,0.000013735066,0.00048493504,0.0004409432,0.0012222325],"category_scores_gemma":[0.000020114023,0.00052229635,0.0001362428,0.00036244403,0.000072178715,0.0012910743,0.000036256417,0.0004448022,0.00003275282],"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":[0.0015073996,0.0005319544,0.022045437,0.0012164782,0.00052936573,0.000010682365,0.8922008,0.034174554,0.008494033,0.00024057538,0.00030021364,0.038748465],"study_design_scores_gemma":[0.0041557522,0.00081272284,0.5139494,0.0013016923,0.0010524725,0.0000021164217,0.23680389,0.21870725,0.02157005,0.00036108601,0.0000757393,0.0012078334],"about_ca_topic_score_codex":0.20707856,"about_ca_topic_score_gemma":0.80771154,"teacher_disagreement_score":0.65539694,"about_ca_system_score_codex":0.0014668151,"about_ca_system_score_gemma":0.00041667346,"threshold_uncertainty_score":0.99972284},"labels":[],"label_agreement":null},{"id":"W2605696379","doi":"","title":"Response of wild fish to municipal wastewater treatment plant upgrades","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wastewater; Sewage treatment; Fish <Actinopterygii>; Environmental science; Waste management; Engineering; Environmental engineering; Fishery; Biology","score_opus":0.012959107683671934,"score_gpt":0.21015716983902355,"score_spread":0.19719806215535163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605696379","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":[0.99323463,0.0000055451724,1.1815168e-7,0.0023223422,0.00017065142,0.00033387117,0.000102849546,0.00001784196,0.0038121226],"genre_scores_gemma":[0.3296741,0.00010659603,0.00019242028,0.000038417347,0.000006153116,0.000001519441,0.00014259998,0.000010323193,0.6698279],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99906707,0.00007662911,0.000105309155,0.00032558045,0.00018142405,0.00024398135],"domain_scores_gemma":[0.9992164,0.000041223782,0.00022660916,0.0004374263,0.000010225861,0.000068162466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015656458,0.00020618892,0.0003902543,0.00012575311,0.00032881834,0.000007744229,0.00047602286,0.00016292512,0.0011505934],"category_scores_gemma":[0.000017972608,0.00020371737,0.00012021874,0.000055553406,0.00020128203,0.00013652186,0.00020186957,0.00007483454,0.00015281914],"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":[0.011533827,0.00080769346,0.05389073,0.00030660923,0.0011433429,0.0003486854,0.6314741,0.0005315362,0.0127636,0.0000556693,0.28566605,0.0014781449],"study_design_scores_gemma":[0.0014023903,0.001581131,0.7887,0.00020237004,0.00045432427,0.0000017889165,0.14744657,0.000035640038,0.010959945,0.00005624099,0.04862333,0.000536276],"about_ca_topic_score_codex":0.03924479,"about_ca_topic_score_gemma":0.43693393,"teacher_disagreement_score":0.7348093,"about_ca_system_score_codex":0.00013995741,"about_ca_system_score_gemma":0.000011018871,"threshold_uncertainty_score":0.9997625},"labels":[],"label_agreement":null},{"id":"W2605815152","doi":"","title":"an architecture of daily life: the continuing evolution of Toronto's residential fabric","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Architecture; Architectural engineering; History; Engineering; Environmental ethics; Geography; Archaeology; Philosophy","score_opus":0.004861021214624075,"score_gpt":0.18115482942195002,"score_spread":0.17629380820732596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605815152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905383,0.0015181694,0.0063316333,0.000019477686,0.00025713112,0.00026299097,0.00006503855,0.00008483759,0.00092241005],"genre_scores_gemma":[0.9852129,0.000069767135,0.0009815167,0.0000011843729,0.000087376124,3.797438e-7,0.00022068163,0.000037269787,0.013388877],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988987,0.00009802648,0.00020829088,0.00022239558,0.00034630919,0.00022628292],"domain_scores_gemma":[0.9990753,0.000046486413,0.00025448672,0.00041620378,0.00014168024,0.0000658648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014174044,0.00024489863,0.0004514405,0.00015021367,0.00008453736,0.000010514524,0.00048560035,0.00028838863,0.00008070829],"category_scores_gemma":[0.000012165503,0.00024007783,0.00020376049,0.00009922178,0.0001111823,0.00016894107,0.000029456636,0.00027648115,0.000002012578],"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":[0.0011826756,0.00020833054,0.0015941648,0.0031959848,0.000705308,0.000025273082,0.5779621,0.124041304,0.26297018,0.0004208463,0.0039676395,0.023726191],"study_design_scores_gemma":[0.005007909,0.001332512,0.4648487,0.002112917,0.0027213788,0.000018462035,0.4119951,0.04206315,0.061936293,0.0041065533,0.0010793335,0.0027776829],"about_ca_topic_score_codex":0.142135,"about_ca_topic_score_gemma":0.2698298,"teacher_disagreement_score":0.46325454,"about_ca_system_score_codex":0.00009573118,"about_ca_system_score_gemma":0.00005492389,"threshold_uncertainty_score":0.979009},"labels":[],"label_agreement":null},{"id":"W2606347968","doi":"","title":"CFD Modeling of Biomass Gasification Using a Circulating Fluidized Bed Reactor","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":12,"is_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":"Fluidized bed; Computational fluid dynamics; Biomass (ecology); Waste management; Nuclear engineering; Environmental science; Fluidization; Fluidized bed combustion; Process engineering; Engineering; Aerospace engineering; Biology; Ecology","score_opus":0.01598269983856836,"score_gpt":0.2001149705551438,"score_spread":0.18413227071657542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606347968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986932,0.0001741563,0.00041588978,0.000019246067,0.00020282037,0.00017770461,0.00002443224,0.00016849583,0.00012401413],"genre_scores_gemma":[0.9954172,0.000041269177,0.0031259311,0.0000011055671,0.000024251169,2.9160665e-7,0.00039192187,0.000054221855,0.00094380643],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989119,0.000031119864,0.00025570186,0.00029513318,0.00027810194,0.00022804008],"domain_scores_gemma":[0.9990135,0.000041152638,0.0002749748,0.00032171956,0.00026799177,0.000080694495],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012042435,0.00026034814,0.0005018513,0.00033666403,0.00006592625,0.000011125504,0.00034210976,0.0003954069,0.00008637144],"category_scores_gemma":[0.000033441167,0.00033391567,0.00017891412,0.00028822164,0.000042257732,0.0001892657,0.000033770895,0.00016245812,0.000010699501],"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":[0.00006835675,0.000016736058,0.000033818444,0.0015768426,0.00011374014,0.000002787426,0.010987183,0.0005338725,0.9861479,0.000016607548,0.00002241745,0.0004797314],"study_design_scores_gemma":[0.0005609114,0.000019204828,0.00002300177,0.00054422923,0.00022451222,0.0000015583728,0.021051375,0.102484696,0.87463886,0.00007189866,0.000008757508,0.00037101578],"about_ca_topic_score_codex":0.004398149,"about_ca_topic_score_gemma":0.0005262712,"teacher_disagreement_score":0.11150907,"about_ca_system_score_codex":0.00011942981,"about_ca_system_score_gemma":0.000048539103,"threshold_uncertainty_score":0.9999113},"labels":[],"label_agreement":null},{"id":"W2606654511","doi":"","title":"Heat Transfer Analysis Of Windows With Venetian Blinds: A Comparative Study","year":2007,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":12,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glazing; Solar gain; Shading; Building energy simulation; Building envelope; Longwave; Solar energy; Environmental science; Energy consumption; Optics; Engineering; Computer science; Radiation; Meteorology; Thermal; Energy performance; Physics; Civil engineering","score_opus":0.01086060964291599,"score_gpt":0.19142422263024536,"score_spread":0.18056361298732937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606654511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837218,0.000019214933,0.01587957,0.000014292633,0.000020570571,0.00009932228,0.0000058325886,0.000046955058,0.00019244417],"genre_scores_gemma":[0.9980839,0.0000062389195,0.0010532144,0.0000018242129,0.0000038732383,1.0920176e-7,0.00001373675,0.0000062220633,0.00083090045],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956614,0.000014657471,0.00007358861,0.000104956904,0.00012342355,0.000117258285],"domain_scores_gemma":[0.9997431,0.000015481308,0.0000076671495,0.00014488911,0.000048394715,0.000040444298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087836364,0.00008531831,0.00025348816,0.00031897533,0.00004347273,0.0000030265815,0.00010945723,0.000043648797,0.000046346304],"category_scores_gemma":[2.8317055e-7,0.00008773085,0.00006310891,0.0006816508,0.000046900324,0.00009167736,0.00001003511,0.00005996044,4.203804e-7],"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":[0.00011910045,0.00009511734,0.011646617,0.000011787093,0.00098327,0.000008268645,0.058860008,0.92674017,0.0013736935,0.000036159567,0.00001202313,0.00011376415],"study_design_scores_gemma":[0.0042850603,0.001274269,0.180813,0.000082573446,0.0037960235,0.000002601653,0.2981751,0.48081395,0.029902153,0.000007681004,0.00016471738,0.0006828831],"about_ca_topic_score_codex":0.0047101723,"about_ca_topic_score_gemma":0.054259025,"teacher_disagreement_score":0.44592625,"about_ca_system_score_codex":0.000023300081,"about_ca_system_score_gemma":0.0000064124497,"threshold_uncertainty_score":0.9629983},"labels":[],"label_agreement":null},{"id":"W2607027454","doi":"","title":"Targeted enrichment of cellulase genes using stable-isotope probing and metagenomics","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Biofuel production and bioconversion","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":"Metagenomics; Cellulase; Computational biology; Gene; Chemistry; Stable isotope ratio; Biology; Enzyme; Microbiology; Biochemistry; Physics","score_opus":0.012533707860902821,"score_gpt":0.1821677462788482,"score_spread":0.1696340384179454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607027454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99636847,0.0026561825,0.00005454409,0.000020057141,0.00048560684,0.00025187363,0.000030512376,0.000049927097,0.00008283073],"genre_scores_gemma":[0.94467056,0.0011973712,0.0044085514,0.000002026213,0.00006441387,2.6613313e-7,0.00038466917,0.00004507458,0.049227063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993524,0.000022944212,0.00012396583,0.00018812942,0.00012585885,0.00018672874],"domain_scores_gemma":[0.99953973,0.0000056792487,0.00014038321,0.00016521542,0.00007546185,0.00007355483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010501628,0.00018713521,0.00030690836,0.00022011105,0.00008199931,0.000007854915,0.00011331805,0.00021210405,0.00014269544],"category_scores_gemma":[0.0000013266832,0.00021623072,0.000078222365,0.00011278589,0.000043945594,0.00017917149,0.000038808044,0.00013144901,0.000005465305],"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":[0.0000858003,0.000045427365,0.00036516014,0.002964525,0.00022501261,0.0000041056114,0.03335496,0.0012868735,0.9596539,0.000012103984,0.00015101435,0.0018510818],"study_design_scores_gemma":[0.0010839403,0.000094297095,0.0023534657,0.00025725988,0.00083524693,0.0000058636274,0.12143735,0.008745804,0.8581614,0.000017191927,0.006188316,0.0008198894],"about_ca_topic_score_codex":0.003588893,"about_ca_topic_score_gemma":0.00060564635,"teacher_disagreement_score":0.10149256,"about_ca_system_score_codex":0.00006941258,"about_ca_system_score_gemma":0.000023334042,"threshold_uncertainty_score":0.88176334},"labels":[],"label_agreement":null},{"id":"W2607070724","doi":"","title":"Quantifying and predicting upper limb capability and dysfunction of breast cancer survivors","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cancer Treatment and Pharmacology","field":"Medicine","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":"Breast cancer; Medicine; Cancer; Oncology; Physical medicine and rehabilitation; Internal medicine","score_opus":0.01527177311949994,"score_gpt":0.25501806065362914,"score_spread":0.2397462875341292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607070724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99801445,0.0005534776,0.0000012597959,0.0005840967,0.0003132047,0.00027376565,0.00008416451,0.000022295724,0.00015331239],"genre_scores_gemma":[0.96356565,0.0010153906,0.00008041217,0.000009935012,0.000057542427,7.586411e-7,0.00020128151,0.000014887405,0.03505416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992736,0.00004841443,0.00011301956,0.00028698155,0.00013633727,0.00014163404],"domain_scores_gemma":[0.99936265,0.00005562746,0.00021293116,0.00012205994,0.00015931248,0.00008744692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012456962,0.00016148036,0.00046048485,0.00017161829,0.00009865622,0.0000040705227,0.000041760883,0.00020578058,0.00024281756],"category_scores_gemma":[0.000006872099,0.0001668899,0.000082371516,0.00008318892,0.00012552204,0.00008384546,0.000025764577,0.00016241439,0.00000104423],"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":[0.0022472881,0.00013267166,0.9292978,0.0027584916,0.00034781845,0.000007600578,0.039970167,0.000004123766,0.017223107,0.000016788194,0.00019462212,0.007799525],"study_design_scores_gemma":[0.0018875508,0.00033981662,0.958457,0.00042251704,0.0012064641,0.0000126816085,0.035694428,0.00023596623,0.0014337489,0.0000086451855,0.0001548128,0.0001463821],"about_ca_topic_score_codex":0.2067822,"about_ca_topic_score_gemma":0.24614212,"teacher_disagreement_score":0.039359912,"about_ca_system_score_codex":0.000067057175,"about_ca_system_score_gemma":0.0000700217,"threshold_uncertainty_score":0.7984999},"labels":[],"label_agreement":null},{"id":"W2607574100","doi":"","title":"Modeling Fenestration With Shading Devices In Building Energy Simulation: A Practical Approach","year":2009,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":23,"is_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":"Glazing; Fenestration; Building energy simulation; Shading; Window (computing); Computer science; Modeling and simulation; Simulation; Efficient energy use; Engineering; Energy performance; Computer graphics (images); Electrical engineering; Civil engineering","score_opus":0.013678238872590537,"score_gpt":0.19818599970204082,"score_spread":0.18450776082945028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607574100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65799826,0.000018008173,0.34159327,0.00010125234,0.000011635095,0.000027409607,2.4959243e-7,0.00007474061,0.00017518619],"genre_scores_gemma":[0.9478144,0.0000101988635,0.051839508,0.000009783095,0.000014702728,1.5979285e-7,0.000010120975,0.000007779245,0.0002933178],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954623,0.000011374812,0.00007000858,0.00013161352,0.00010667532,0.0001341192],"domain_scores_gemma":[0.99980617,0.000013871802,0.000024807347,0.00009088682,0.00003080882,0.000033482105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059329523,0.00008922118,0.00011610405,0.00013850143,0.0000652431,0.000017143086,0.00007080052,0.00007725639,0.0000055588043],"category_scores_gemma":[0.0000021761475,0.00009987283,0.000021666912,0.00022601223,0.000012616955,0.00050963485,0.000009335324,0.00007824034,1.9951705e-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":[0.000029763758,0.000022942098,0.00021566087,0.000015092939,0.000010309833,0.0000064097494,0.0020215746,0.9935659,0.00056648214,0.0026338743,0.0000023194289,0.00090965064],"study_design_scores_gemma":[0.00027545274,0.000035360492,0.00024608747,0.000042429867,0.0000144701335,0.0000026833702,0.00200388,0.99690163,0.00023111318,0.00011198888,0.0000138714095,0.000121012505],"about_ca_topic_score_codex":0.0014285058,"about_ca_topic_score_gemma":0.0017753018,"teacher_disagreement_score":0.2898162,"about_ca_system_score_codex":0.0000470407,"about_ca_system_score_gemma":0.000013234208,"threshold_uncertainty_score":0.40726957},"labels":[],"label_agreement":null},{"id":"W2608066933","doi":"","title":"A Simplified Analysis of Radiant Heat Loss Through Projecting Fenestration Products","year":2001,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Graphite, nuclear technology, radiation 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":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"ASHRAE 90.1; Environmental science; Engineering; Meteorology; Geography","score_opus":0.02139531487935003,"score_gpt":0.2232477047829667,"score_spread":0.20185238990361667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608066933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969066,0.000058349957,0.00007261149,0.0024470782,0.000066134606,0.00020257692,0.00002523456,0.00011222048,0.000109190885],"genre_scores_gemma":[0.9949885,0.00008049653,0.0026747608,0.000015750196,0.000012193568,3.7372845e-7,0.000011708779,0.000007634555,0.0022085947],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990263,0.000059090857,0.00015211874,0.00032690633,0.00020781843,0.0002277477],"domain_scores_gemma":[0.9992559,0.000033217064,0.00018469195,0.0003456017,0.00015087698,0.000029726365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020247282,0.000117790696,0.00036481224,0.00044900333,0.0002074361,0.000012571058,0.0002476668,0.000090914655,0.00010579683],"category_scores_gemma":[0.00004605063,0.00012640555,0.00010370176,0.0014896644,0.0003308869,0.00029139145,0.00008723419,0.00006728618,0.000021835718],"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":[0.0001397303,0.0001849351,0.07508388,0.00008594867,0.00048337615,0.000041761334,0.09405832,0.0013830559,0.82654095,0.001061107,0.00039332896,0.00054359017],"study_design_scores_gemma":[0.0022571206,0.00059192773,0.45948163,0.00009301022,0.0024044097,0.000033668053,0.314181,0.0043012607,0.21298185,0.00075801974,0.0019943437,0.00092175475],"about_ca_topic_score_codex":0.013002654,"about_ca_topic_score_gemma":0.006373145,"teacher_disagreement_score":0.6135591,"about_ca_system_score_codex":0.000045893456,"about_ca_system_score_gemma":0.00003033162,"threshold_uncertainty_score":0.99356985},"labels":[],"label_agreement":null},{"id":"W2608207940","doi":"","title":"Flow-Induced Vibrations of foreign objects inside steam generator’s tube bundle.","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cyclone Separators and Fluid 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":"University of Waterloo","keywords":"Bundle; Tube (container); Flow (mathematics); Vibration; Boiler (water heating); Mechanical engineering; Materials science; Mechanics; Engineering; Composite material; Acoustics; Physics; Waste management","score_opus":0.009619075712150737,"score_gpt":0.19506510050700426,"score_spread":0.18544602479485353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608207940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897879,0.00023956748,0.00014513951,0.000013681449,0.000550564,0.00026414794,0.00013182485,0.000105662344,0.008761564],"genre_scores_gemma":[0.90697086,0.0005141816,0.0028415136,0.0000038194767,0.00009383814,0.0000010978592,0.0011478717,0.00008582353,0.08834102],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896556,0.00002089557,0.0002020928,0.00027633327,0.00027263295,0.000262472],"domain_scores_gemma":[0.9988678,0.000023896986,0.00019959803,0.00059303927,0.00020382369,0.00011183907],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007969642,0.00030802703,0.0005541585,0.0003096136,0.00022605566,0.000029501987,0.00044146305,0.0004761228,0.000100690086],"category_scores_gemma":[0.0000109999355,0.0003901881,0.0002301653,0.00012731552,0.00004996747,0.00031952726,0.000039723986,0.0003004523,0.000023998004],"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":[0.00040986412,0.0005340078,0.0010286042,0.004365081,0.002087826,0.00016450166,0.23096362,0.066101305,0.659027,0.005069444,0.010703352,0.019545397],"study_design_scores_gemma":[0.004732628,0.0011182362,0.016247094,0.0018217854,0.0017039955,0.00001871158,0.21267883,0.503394,0.25028762,0.0015403718,0.0024687895,0.0039879307],"about_ca_topic_score_codex":0.0075112977,"about_ca_topic_score_gemma":0.083487704,"teacher_disagreement_score":0.4372927,"about_ca_system_score_codex":0.000097612814,"about_ca_system_score_gemma":0.00013529371,"threshold_uncertainty_score":0.999855},"labels":[],"label_agreement":null},{"id":"W2608336022","doi":"","title":"Laminar Free Convection from a Pair of Horizontal Cylinders: A Three-Temperature Problem","year":2015,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Nanofluid Flow and Heat Transfer","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; University of Waterloo","keywords":"Laminar flow; Mechanics; Natural convection; Convection; Meteorology; Geometry; Geology; Physics; Mathematics","score_opus":0.011135840163056696,"score_gpt":0.16122820787997197,"score_spread":0.15009236771691528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608336022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977154,0.00023838368,0.00076074887,0.00037496642,0.0001785405,0.00017449679,0.000088703564,0.00014858048,0.00032017924],"genre_scores_gemma":[0.9942575,0.000034343273,0.0030263902,0.0000045587967,0.000053712716,3.6447474e-7,0.000035882753,0.000020469575,0.0025667918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993744,0.000019111134,0.000090461755,0.00015528484,0.00018580629,0.00017497466],"domain_scores_gemma":[0.99953055,0.000013817997,0.000017833503,0.00024014883,0.00009443844,0.000103207014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007576692,0.000135021,0.00025180972,0.00010176818,0.00004036526,0.000007718746,0.0002087873,0.00018240178,0.00007244333],"category_scores_gemma":[0.00000254321,0.00015021703,0.00009356358,0.00014015204,0.0000717149,0.00024072005,0.00003545743,0.0001531702,0.000020934118],"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":[0.0006205319,0.00028383895,0.014333371,0.0005653541,0.00068552344,0.00013520161,0.20062056,0.0015267838,0.7451758,0.001122597,0.03220543,0.0027250345],"study_design_scores_gemma":[0.029122747,0.0041821045,0.038932856,0.0012900913,0.0011448642,0.000045324658,0.27060375,0.027143866,0.60795933,0.0066911005,0.009931154,0.0029528097],"about_ca_topic_score_codex":0.017662782,"about_ca_topic_score_gemma":0.023804724,"teacher_disagreement_score":0.13721643,"about_ca_system_score_codex":0.00006220316,"about_ca_system_score_gemma":0.000031567488,"threshold_uncertainty_score":0.9940083},"labels":[],"label_agreement":null},{"id":"W2608443584","doi":"","title":"A Comparison of Calculated and Measured Indoor-Side Window Temperature Profiles","year":2003,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort 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":"ASHRAE 90.1; Environmental science; Air conditioning; Engineering; Architectural engineering; Computer science; Meteorology; Geography; Mechanical engineering","score_opus":0.009683182448939481,"score_gpt":0.1861696628913312,"score_spread":0.1764864804423917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608443584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99914515,0.00018793649,0.00025790444,0.000043515673,0.00004595374,0.000069080765,0.000004364853,0.00006529449,0.00018079604],"genre_scores_gemma":[0.9934823,0.000021108242,0.004348986,0.0000022862603,0.0000032683897,1.229255e-7,0.000009912592,0.000008889563,0.0021231177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996264,0.000024749264,0.00006597406,0.00009172149,0.00009054447,0.000100599784],"domain_scores_gemma":[0.99976546,0.000008979384,0.000035935263,0.000103621824,0.000048256603,0.00003777611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054879714,0.00008241039,0.00018267769,0.00007842411,0.00005394711,0.000005244893,0.00006428315,0.000108809385,0.000019252304],"category_scores_gemma":[0.0000055506625,0.000091648806,0.000030574716,0.0001449599,0.000050246057,0.00010053112,0.000013490875,0.00008913944,4.952769e-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":[0.00007271086,0.000098912205,0.046783753,0.00029794077,0.00025034923,0.000010058979,0.034463998,0.651873,0.2613695,0.0030817871,0.00085743435,0.0008405656],"study_design_scores_gemma":[0.003881532,0.0002798823,0.03847159,0.00039865193,0.00026578238,0.000020711153,0.04133794,0.13777496,0.7751972,0.0003420454,0.0010761914,0.0009535053],"about_ca_topic_score_codex":0.000640549,"about_ca_topic_score_gemma":0.00066662754,"teacher_disagreement_score":0.51409805,"about_ca_system_score_codex":0.000015314372,"about_ca_system_score_gemma":0.000010315371,"threshold_uncertainty_score":0.37373298},"labels":[],"label_agreement":null},{"id":"W2609106229","doi":"","title":"Affective Identity Predicts Entrepreneurial Intent with Two Forms of Self-Entrepreneur Congruence","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Congruence (geometry); Psychology; Identity (music); Social psychology; Aesthetics; Art","score_opus":0.007839432887015007,"score_gpt":0.198219652894966,"score_spread":0.190380220007951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609106229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99524236,0.00019147221,0.00000598146,0.00014104921,0.0007938663,0.0005709255,0.00002693694,0.000115806,0.0029115886],"genre_scores_gemma":[0.9884893,0.00017212796,0.00008890516,0.000028076432,0.00027206464,0.00000227764,0.00023840186,0.000033251334,0.010675647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980913,0.000027488073,0.00025759824,0.000555123,0.00062057516,0.0004479119],"domain_scores_gemma":[0.9977668,0.000052509815,0.001074381,0.00042681667,0.0006389357,0.00004056008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020343126,0.00040503967,0.00067975535,0.0003599688,0.00023428671,0.000070049406,0.00063567056,0.00017018235,0.0003465599],"category_scores_gemma":[0.000043530905,0.00037033018,0.00024833175,0.0004104222,0.00018794464,0.00243934,0.000293064,0.00024550504,0.0000694595],"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":[0.0021804592,0.0009089676,0.921012,0.0035586753,0.0014962379,0.00007734012,0.05605268,0.0002539026,0.003069938,0.006854336,0.0014555537,0.003079941],"study_design_scores_gemma":[0.0061419457,0.0003972476,0.77831256,0.0021711267,0.003694741,0.0000066398584,0.19926147,0.00020148084,0.0051692883,0.0014945349,0.0014921792,0.0016567864],"about_ca_topic_score_codex":0.05983861,"about_ca_topic_score_gemma":0.11328586,"teacher_disagreement_score":0.1432088,"about_ca_system_score_codex":0.00006039538,"about_ca_system_score_gemma":0.000049640763,"threshold_uncertainty_score":0.9998749},"labels":[],"label_agreement":null},{"id":"W2609733033","doi":"","title":"An eye (region) sensitivity during early face perception: The N170 is modulated by facial context and featural fixation","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Perception; Fixation (population genetics); Face perception; Face (sociological concept); Context (archaeology); Psychology; Cognitive psychology; Artificial intelligence; Computer vision; Computer science; Geography; Biology; Neuroscience; Linguistics; Philosophy","score_opus":0.018624506248595647,"score_gpt":0.23452112937354017,"score_spread":0.2158966231249445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609733033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732417,0.000013054505,0.0000124083135,0.001537928,0.00026153325,0.00040615798,0.00019583692,0.00007722307,0.0001716819],"genre_scores_gemma":[0.83246356,0.00021495405,0.000011861972,0.000055353463,0.00003816518,5.224994e-7,0.0003318037,0.000017592885,0.16686615],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99850935,0.0002632235,0.000107302614,0.00055691635,0.00032306986,0.00024013758],"domain_scores_gemma":[0.99904454,0.00003199488,0.00032819118,0.00034844838,0.00013573546,0.00011106487],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010619641,0.0002669561,0.00028716016,0.00012699082,0.0012404738,0.0001467521,0.00024427345,0.0003494592,0.0002792281],"category_scores_gemma":[0.00003067875,0.00026076502,0.00012409336,0.00008704614,0.0002606459,0.0009057813,0.000032910506,0.0003431863,0.00010310609],"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":[0.0003598167,0.000048410224,0.00072970614,0.00008315831,0.000016819293,0.000022331053,0.1560905,0.000007779778,0.82285917,0.000005042687,0.00048332257,0.01929397],"study_design_scores_gemma":[0.0017119339,0.00022916814,0.76178396,0.00022199421,0.00015830564,0.000034213543,0.18321764,0.0027367666,0.048536878,0.000037508424,0.00055494986,0.0007767069],"about_ca_topic_score_codex":0.015156624,"about_ca_topic_score_gemma":0.013431076,"teacher_disagreement_score":0.7743223,"about_ca_system_score_codex":0.00007032961,"about_ca_system_score_gemma":0.000031041942,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null},{"id":"W2610310466","doi":"","title":"Crystal Plasticity Based Modelling of Surface Roughness and Localized Deformation During Bending in Aluminum Polycrystals","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Metal Forming Simulation Techniques","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; Université de Sherbrooke","keywords":"Crystal plasticity; Materials science; Surface roughness; Aluminium; Bending; Deformation (meteorology); Plasticity; Surface finish; Composite material; Crystal (programming language); Metallurgy; Crystallography; Computer science; Chemistry","score_opus":0.014509189711748036,"score_gpt":0.2057717689064834,"score_spread":0.19126257919473538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610310466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995022,0.00007756448,0.004241151,0.0000046514956,0.000085129934,0.0002642693,0.000048647926,0.00013745225,0.000119118646],"genre_scores_gemma":[0.99221355,0.000031072068,0.005408237,3.5758342e-7,0.0000061225287,3.2226475e-7,0.00023475348,0.000032841173,0.002072755],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900657,0.000037346876,0.00027336876,0.00018602978,0.00029111656,0.00020557543],"domain_scores_gemma":[0.9994107,0.000042958676,0.00021226773,0.00013741592,0.00012780436,0.00006886343],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020666691,0.00022565064,0.00048547547,0.00043388066,0.000055762768,0.000012800698,0.00015133819,0.0002785612,0.000022749087],"category_scores_gemma":[0.0000135948085,0.000289829,0.00007123891,0.00022283662,0.000041037696,0.00046451445,0.000028771452,0.00019148045,0.0000011014329],"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":[0.00028813793,0.0000293913,0.00054088596,0.0028159635,0.000053133303,0.000008664864,0.034685273,0.9126044,0.048704147,0.00007084868,0.000014380219,0.00018480964],"study_design_scores_gemma":[0.001175823,0.00004381995,0.0008595768,0.00085968646,0.00007867794,0.000001227926,0.021352159,0.90426856,0.07064522,0.0003233166,0.000008580682,0.00038332565],"about_ca_topic_score_codex":0.0056821387,"about_ca_topic_score_gemma":0.0039108153,"teacher_disagreement_score":0.021941075,"about_ca_system_score_codex":0.00016606647,"about_ca_system_score_gemma":0.00003804517,"threshold_uncertainty_score":0.99995536},"labels":[],"label_agreement":null},{"id":"W2610397597","doi":"","title":"Dissociating Response Prepotency and Response Conflict within Tasks of Action Inhibition among Individuals Scoring High on the Schizotypal Personality Questionnaire","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Toronto","keywords":"Action (physics); Psychology; Schizotypal personality disorder; Personality; Social psychology; Cognitive psychology; Physics","score_opus":0.039854218184254296,"score_gpt":0.32420147161159746,"score_spread":0.2843472534273432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610397597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683523,0.000051204337,0.0000018633971,0.0014964986,0.00048690705,0.000804485,0.00012419764,0.00004141539,0.00015817033],"genre_scores_gemma":[0.9391114,0.000020959018,0.00015479351,0.000015675143,0.000055131055,0.0000049639852,0.00014952176,0.000025347648,0.060462207],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9961457,0.0021522073,0.0002974372,0.00046998556,0.00061410083,0.0003205633],"domain_scores_gemma":[0.99762297,0.00066278386,0.0009105487,0.00043079758,0.0002341912,0.0001387336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035442684,0.00024034077,0.0003819255,0.0003553995,0.0005810813,0.000027410266,0.00023225688,0.0006060862,0.00027960917],"category_scores_gemma":[0.0006927288,0.00023442398,0.00010411492,0.00021616572,0.00033720644,0.00021028738,0.00007465352,0.0011622467,0.000014620155],"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":[0.045940135,0.00044574033,0.06524589,0.0013521883,0.0003698643,0.00008924114,0.82160985,0.000008330623,0.054848038,0.0035939259,0.00039941882,0.006097364],"study_design_scores_gemma":[0.0007902103,0.00054853904,0.84097946,0.0009774837,0.0000689118,0.0000039704983,0.15080169,0.000020529726,0.0054320907,0.00016702242,0.000025529547,0.00018456372],"about_ca_topic_score_codex":0.056335084,"about_ca_topic_score_gemma":0.029678501,"teacher_disagreement_score":0.7757336,"about_ca_system_score_codex":0.00022200469,"about_ca_system_score_gemma":0.00020340775,"threshold_uncertainty_score":0.98802733},"labels":[],"label_agreement":null},{"id":"W2610398826","doi":"","title":"Developing Cost-Effective Pavement Maintenance and Rehabilitation Schedules: Application of MEPDG-Based Distress Models and Key Performance Index","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","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":"Key (lock); Index (typography); Rehabilitation; Distress; Engineering; Computer science; Psychology; Medicine; Physical therapy; Computer security; Clinical psychology; World Wide Web","score_opus":0.006287320502830724,"score_gpt":0.2036319369606179,"score_spread":0.19734461645778717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610398826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855569,0.0001021704,0.013161859,0.000046360994,0.00014682724,0.00081553956,0.00003127958,0.000036845522,0.000102194346],"genre_scores_gemma":[0.9937603,0.00021604507,0.0049771606,0.0000016278052,0.000017259941,0.000013624829,0.00014581051,0.000021282487,0.00084688066],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929285,0.000015953792,0.00012709861,0.00024019358,0.00014729428,0.00017659126],"domain_scores_gemma":[0.9992836,0.000041011826,0.00021023834,0.0002280256,0.00019474933,0.000042382017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112801106,0.00019990068,0.00031048103,0.00015592836,0.00015129348,0.000015750136,0.00014910038,0.00017727078,0.000001355265],"category_scores_gemma":[0.000011829745,0.00022453009,0.000043384378,0.000055689277,0.00012410322,0.000291434,0.000024597946,0.00015821481,4.3609683e-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":[0.0011271099,0.00008639384,0.052437324,0.029152587,0.0006480643,0.000012186016,0.2074392,0.169229,0.02404189,0.00840085,0.00011868456,0.5073067],"study_design_scores_gemma":[0.0029388326,0.00030851917,0.36286315,0.0053945077,0.00026355658,0.000001996423,0.09111384,0.5055945,0.028130172,0.001759705,0.0004776192,0.0011536009],"about_ca_topic_score_codex":0.0019126245,"about_ca_topic_score_gemma":0.003211608,"teacher_disagreement_score":0.5061531,"about_ca_system_score_codex":0.00014924289,"about_ca_system_score_gemma":0.000029083561,"threshold_uncertainty_score":0.9156071},"labels":[],"label_agreement":null},{"id":"W2610454642","doi":"","title":"Development of a Single-Stage Modulator for Comprehensive Two-Dimensional Gas Chromatography (GC × GC)","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","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":"University of Waterloo","keywords":"Gas chromatography; Stage (stratigraphy); Chromatography; Gas chromatography–mass spectrometry; Single stage; Two-dimensional gas; Chemistry; Engineering; Biology; Mass spectrometry; Aerospace engineering","score_opus":0.022792182732715435,"score_gpt":0.21895208794594256,"score_spread":0.19615990521322713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610454642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698615,0.00014285084,0.000022010283,0.000017335773,0.00007482366,0.0001739675,0.00025199566,0.00009377391,0.002237086],"genre_scores_gemma":[0.82494473,0.00002438674,0.028954355,0.000018513316,0.000081337144,0.0000051877537,0.004980369,0.00011942956,0.14087169],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820787,0.000012753985,0.00037214495,0.0005799875,0.00042586334,0.00040137448],"domain_scores_gemma":[0.99816704,0.000063467,0.0006543366,0.0004373532,0.00047218788,0.00020560749],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056673125,0.00045875355,0.0008161684,0.00024180998,0.00023202872,0.000010552753,0.00049378397,0.0004941253,0.0011436647],"category_scores_gemma":[0.000007768822,0.0005407968,0.00068597356,0.00023184228,0.000248494,0.00010875108,0.00008987674,0.00023957429,0.00001125297],"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":[0.0010142577,0.00068505027,0.0004062968,0.006154578,0.0014774137,0.000032623484,0.026741035,0.000039657076,0.9616738,0.00025169365,0.0009253193,0.0005983075],"study_design_scores_gemma":[0.0023308266,0.000085342646,0.00043913693,0.00102732,0.00062368077,0.0000043262226,0.061925936,0.00033961274,0.9293417,0.00021703319,0.0027665498,0.00089858565],"about_ca_topic_score_codex":0.0013855573,"about_ca_topic_score_gemma":0.0015960395,"teacher_disagreement_score":0.17204143,"about_ca_system_score_codex":0.000054589367,"about_ca_system_score_gemma":0.0001696506,"threshold_uncertainty_score":0.99976945},"labels":[],"label_agreement":null},{"id":"W2610545920","doi":"","title":"Echoes of Industry: Reinterpreting Artifacts of the Lachine Canal","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Archaeology and Natural 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":"Engineering; Business","score_opus":0.010649108466048184,"score_gpt":0.23226962063083453,"score_spread":0.22162051216478634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610545920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99300504,0.00037480338,4.413843e-7,0.00063848874,0.00042610386,0.000107245425,0.00001671423,0.00000933667,0.0054218154],"genre_scores_gemma":[0.778328,0.00005042826,0.00009282986,0.0000048344755,0.000026792377,4.4379995e-8,0.000017580236,0.00000407667,0.2214754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991872,0.00019215904,0.00009680106,0.00011248291,0.0002389389,0.0001724379],"domain_scores_gemma":[0.999177,0.00006342953,0.00042938988,0.00014812815,0.00012717144,0.000054901622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030869502,0.000088710876,0.0002397248,0.00010678509,0.00029586,4.0012264e-7,0.00041782352,0.00051578647,0.00038808462],"category_scores_gemma":[0.00007718909,0.00007965936,0.00012934858,0.00014884064,0.0006907336,0.00011374935,0.00006663301,0.00048078463,0.0000033470046],"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":[0.00020733831,0.000031673608,0.034271754,0.00016139487,0.00010396985,0.0000028424754,0.9543834,0.000006276173,0.004086234,0.0019642406,0.0015560786,0.0032248194],"study_design_scores_gemma":[0.00043570783,0.00011148066,0.3152951,0.0008138743,0.00043076783,7.828689e-7,0.66608214,0.000013924093,0.008808338,0.001542782,0.0060790135,0.0003860516],"about_ca_topic_score_codex":0.3397547,"about_ca_topic_score_gemma":0.67393196,"teacher_disagreement_score":0.33417726,"about_ca_system_score_codex":0.000075879834,"about_ca_system_score_gemma":0.00020697177,"threshold_uncertainty_score":0.6646419},"labels":[],"label_agreement":null},{"id":"W2610653732","doi":"","title":"How Context Influences Knowledge Use in Public Health Units","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Context (archaeology); Public health; Data science; Knowledge management; Psychology; Medicine; Computer science; Geography; Nursing","score_opus":0.22477557560319267,"score_gpt":0.3681247002569844,"score_spread":0.14334912465379174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610653732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861083,0.0008581668,0.0000016908724,0.009260023,0.0010407286,0.0011620709,0.00025854804,0.00010284529,0.0012076298],"genre_scores_gemma":[0.57585853,0.0020296413,0.00021833545,0.0002322966,0.00006936147,0.000004180797,0.0015804082,0.00003321537,0.41997406],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968892,0.00093650643,0.00044049567,0.0004912289,0.0003529068,0.0008896731],"domain_scores_gemma":[0.99703187,0.00032556965,0.0009098916,0.00043302437,0.00090049376,0.00039917673],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005077493,0.0003256613,0.00085419463,0.0010352053,0.0017249483,0.000024245282,0.0005107849,0.00084372185,0.00020899242],"category_scores_gemma":[0.00026584064,0.00039210726,0.0001178714,0.0010134219,0.00017776412,0.00092756795,0.000120943194,0.0014185536,0.00018801326],"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":[0.0001584192,0.00019316674,0.05338598,0.0021167535,0.00006311097,0.00002773763,0.90959203,0.0000038809294,0.000010691823,0.005409641,0.026466057,0.0025725013],"study_design_scores_gemma":[0.0013594071,0.00016807791,0.1639658,0.0013995896,0.000024167319,8.70818e-7,0.76588947,0.000043322034,0.0000018881192,0.0001281772,0.06667405,0.0003451571],"about_ca_topic_score_codex":0.22942536,"about_ca_topic_score_gemma":0.874362,"teacher_disagreement_score":0.6449367,"about_ca_system_score_codex":0.00058588816,"about_ca_system_score_gemma":0.002902026,"threshold_uncertainty_score":0.9998531},"labels":[],"label_agreement":null},{"id":"W2610734433","doi":"","title":"Fate and Transport of Naphthenic Acids in Glacial Aquifers","year":2004,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radioactive element chemistry and processing","field":"Chemistry","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":"Canadian Water Network; Syncrude; Suncor Energy Incorporated","keywords":"Aquifer; Glacial period; Naphthenic acid; Geology; Mining engineering; Environmental science; Petroleum engineering; Geochemistry; Groundwater; Geomorphology; Chemistry; Geotechnical engineering","score_opus":0.007347182969778892,"score_gpt":0.20296822391078512,"score_spread":0.1956210409410062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610734433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953628,0.00020802348,0.0000019929398,0.00005294656,0.000039201514,0.000052332245,0.00005790199,0.000017583752,0.0042071864],"genre_scores_gemma":[0.9253529,0.0001839709,0.00020302835,0.0000015391001,0.000021881831,1.6171013e-7,0.00045927733,0.000017279719,0.073759966],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911696,0.000008671106,0.00016300337,0.00030757475,0.00020453757,0.00019928461],"domain_scores_gemma":[0.9994458,0.000014590447,0.0002654896,0.0001516515,0.00006261491,0.00005986896],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007193218,0.00021387004,0.00040994145,0.00011658624,0.0000710011,0.000004845328,0.00021855732,0.00033415438,0.00052028307],"category_scores_gemma":[0.000004659582,0.0002706737,0.000115059105,0.00012460233,0.000121819525,0.0001681006,0.000013843696,0.0002780814,0.0000011646104],"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":[0.0019541127,0.00022296092,0.03281547,0.00820526,0.00032848306,0.00013446705,0.2132426,0.000063934975,0.73796093,0.000059911443,0.000017574517,0.004994277],"study_design_scores_gemma":[0.0032590772,0.00006138145,0.012544971,0.001768403,0.0003250771,0.0000060396633,0.21316673,0.000023103752,0.7676231,0.0003587047,0.00022741653,0.00063595816],"about_ca_topic_score_codex":0.006096169,"about_ca_topic_score_gemma":0.008656317,"teacher_disagreement_score":0.07000994,"about_ca_system_score_codex":0.00008651992,"about_ca_system_score_gemma":0.00013730684,"threshold_uncertainty_score":0.99997455},"labels":[],"label_agreement":null},{"id":"W2610741326","doi":"","title":"Simplified Solar Optical Calculations For Windows With Venetian Blinds","year":2006,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":15,"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 Waterloo","funders":"","keywords":"Glazing; Solar gain; Fenestration; Window (computing); Solar energy; Radiation; Shading; Optics; Computer science; Environmental science; Engineering; Physics; Electrical engineering; Computer graphics (images)","score_opus":0.006070982993679642,"score_gpt":0.1621520587792688,"score_spread":0.15608107578558916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610741326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8897753,0.0000147244355,0.10929011,0.00019627924,0.00004178705,0.00010830112,0.0000105114295,0.00012545756,0.00043755895],"genre_scores_gemma":[0.95930076,0.0000036695556,0.03216987,0.0000051542756,0.000030516847,6.276381e-7,0.000071035145,0.000015819294,0.00840256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964666,0.0000043746527,0.000046902464,0.00009533299,0.00006840532,0.00013830572],"domain_scores_gemma":[0.99978083,0.000014241391,0.000018145169,0.00011451634,0.000038741022,0.000033518394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029732268,0.000074146235,0.000098871,0.000069119706,0.00009701449,0.00000811538,0.000083520084,0.00007204412,0.000016451895],"category_scores_gemma":[0.000001032822,0.000081435195,0.000040757277,0.00010504265,0.00003916955,0.000102028236,0.000012180276,0.000047626912,0.0000012388559],"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":[0.000029753672,0.000018207242,0.0004787516,0.000021134825,0.00002609788,0.0000023288358,0.0006230206,0.9940812,0.0012790015,0.0026433908,0.00042014313,0.00037696032],"study_design_scores_gemma":[0.0025064594,0.0002103249,0.009084728,0.000058462083,0.00016839633,0.0000074424192,0.0027722758,0.96788174,0.011011714,0.0006083717,0.00518558,0.0005045242],"about_ca_topic_score_codex":0.0015840589,"about_ca_topic_score_gemma":0.005234929,"teacher_disagreement_score":0.07712024,"about_ca_system_score_codex":0.00002480685,"about_ca_system_score_gemma":0.000010335032,"threshold_uncertainty_score":0.3320831},"labels":[],"label_agreement":null},{"id":"W2611101655","doi":"","title":"The reading modality of popular trauma talk from within the province of human practice: A phenomenological hermeneutic perspective","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Memory, Trauma, and Commemoration","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":"Perspective (graphical); Modality (human–computer interaction); Reading (process); Interpretative phenomenological analysis; Psychology; Epistemology; Psychoanalysis; Psychotherapist; Sociology; Medicine; Linguistics; Philosophy; Art; Anthropology; Visual arts; Computer science; Artificial intelligence; Qualitative research","score_opus":0.030455714992255672,"score_gpt":0.2991050688562289,"score_spread":0.2686493538639732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611101655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766903,0.00028394413,0.0000061496207,0.0017537103,0.00039931023,0.0006281992,0.000068621404,0.000024470462,0.020145308],"genre_scores_gemma":[0.8858827,0.000022331358,0.00013178025,0.000010146339,0.00005162131,0.0000023848856,0.00015598618,0.000018820987,0.11372426],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980661,0.00058655336,0.00029272094,0.00045909392,0.00036963273,0.00022588718],"domain_scores_gemma":[0.99656975,0.00016258427,0.0017364286,0.0010759083,0.00040380904,0.000051501615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006486226,0.00025276837,0.00052522274,0.00008900474,0.00078278885,0.000033115804,0.0010512639,0.00036202298,0.0001487686],"category_scores_gemma":[0.000101952595,0.00019195938,0.00020388572,0.00008857359,0.00051783165,0.00022111149,0.000058623333,0.00051614526,0.000009483448],"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":[0.0033337744,0.0008842044,0.00046873244,0.00020870008,0.0015097789,0.00010920877,0.8899358,0.000026406307,0.0115439305,0.08484905,0.0005887344,0.0065416796],"study_design_scores_gemma":[0.00090222695,0.00052589504,0.019813063,0.00013275235,0.0005711344,0.0000037038435,0.9638884,0.000037184534,0.0018309463,0.011956107,0.00010266355,0.00023590712],"about_ca_topic_score_codex":0.09321305,"about_ca_topic_score_gemma":0.08031619,"teacher_disagreement_score":0.09357896,"about_ca_system_score_codex":0.00012630956,"about_ca_system_score_gemma":0.00009859585,"threshold_uncertainty_score":0.9364656},"labels":[],"label_agreement":null},{"id":"W2611451191","doi":"","title":"INTERPRETATION OF PROCESSES IN DEVELOPING A NEW PROVINCIAL EDUCATION POLICY TO INCREASE STUDENT PHYSICAL ACTIVITY","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Physical Education and Training 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":"Interpretation (philosophy); Mathematics education; Physical education; Physical activity; Political science; Pedagogy; Psychology; Computer science; Medicine; Physical therapy; Programming language","score_opus":0.02563798623153353,"score_gpt":0.38454527129391824,"score_spread":0.35890728506238473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611451191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930606,0.00001626074,0.000023174058,0.004272824,0.00020197064,0.0008408733,0.0000144266605,0.000029959569,0.0015399479],"genre_scores_gemma":[0.9415595,0.000027029018,0.0005827342,0.00013851232,0.00019885605,0.0000069004686,0.00012266824,0.00001430487,0.057349492],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99888176,0.00014868066,0.0001748441,0.00029430684,0.0002604645,0.00023992592],"domain_scores_gemma":[0.9987219,0.00013006829,0.00042350203,0.00015457497,0.00045511423,0.000114847666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010910526,0.00018914955,0.0004884072,0.00050306856,0.00018737842,0.0000047050344,0.0002346608,0.00014650023,0.000011469925],"category_scores_gemma":[0.00029008483,0.00021144428,0.000069788446,0.0006562447,0.000032288357,0.00019921294,0.000059249207,0.0003191744,0.000024440877],"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":[0.0006717071,0.0009180956,0.001979708,0.00162583,0.000054479497,8.12934e-7,0.9272515,0.000012395996,0.000667317,0.0010791183,0.0014420425,0.064296946],"study_design_scores_gemma":[0.00068460585,0.0001907311,0.61046815,0.002549806,0.00007669263,8.896105e-8,0.38406518,0.000026416039,0.00044264877,0.00084046746,0.00037575653,0.0002794318],"about_ca_topic_score_codex":0.131419,"about_ca_topic_score_gemma":0.21463585,"teacher_disagreement_score":0.60848844,"about_ca_system_score_codex":0.00042812928,"about_ca_system_score_gemma":0.0069666533,"threshold_uncertainty_score":0.99866295},"labels":[],"label_agreement":null},{"id":"W2611926229","doi":"","title":"Beyond the Dataset: Understanding Sociotechnical Aspects of the Knowledge Discovery Process Among Modern Data Professionals","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Data Quality and Management","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; University of Waterloo; Simon Fraser University","keywords":"Sociotechnical system; Data science; Process (computing); Knowledge management; Computer science","score_opus":0.15589358735361483,"score_gpt":0.3803340841839857,"score_spread":0.22444049683037084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611926229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.921321,0.00054719124,0.0017545343,0.019156484,0.0028522883,0.0030015565,0.025873046,0.000070607915,0.025423327],"genre_scores_gemma":[0.6975551,0.000055032957,0.000050560517,0.000039353978,0.00004796183,9.318571e-7,0.0059092646,0.000018396253,0.29632336],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99661016,0.00039107577,0.0003567615,0.0007855097,0.001592213,0.00026426688],"domain_scores_gemma":[0.99383813,0.0005172441,0.0014280728,0.003962664,0.0001907863,0.0000630828],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0031445718,0.00024039605,0.0005227636,0.00018643108,0.0011847806,0.00023400773,0.009488006,0.00027685735,0.00014107896],"category_scores_gemma":[0.000580921,0.00014626031,0.00017182935,0.00029180825,0.0008242002,0.0020147406,0.0022758383,0.00047578465,0.000027053487],"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":[0.0006535186,0.001149785,0.0010374292,0.0016549473,0.0009122986,0.00003939406,0.31435847,0.00011008045,0.00057976093,0.09240181,0.57524973,0.0118527785],"study_design_scores_gemma":[0.00070566114,0.00005524851,0.012541131,0.0009042231,0.00052110874,0.0000011082365,0.80183935,0.0014656497,0.00045006353,0.17562705,0.005396112,0.00049326854],"about_ca_topic_score_codex":0.004145317,"about_ca_topic_score_gemma":0.13215883,"teacher_disagreement_score":0.5698536,"about_ca_system_score_codex":0.000085552485,"about_ca_system_score_gemma":0.00038924126,"threshold_uncertainty_score":0.9958711},"labels":[],"label_agreement":null},{"id":"W2612600493","doi":"","title":"Large Mammal Movement: Differences in Primary and Branch Logging Road Use in Algonquin Provincial Park, Ontario","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Logging; Geography; Mammal; Forestry; Movement (music); Ecology; Art; Biology","score_opus":0.008966167085986446,"score_gpt":0.1748594567006642,"score_spread":0.16589328961467775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612600493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987425,0.0000117170375,0.0000047989806,0.00014067581,0.000116946605,0.00037252987,0.000015261385,0.000011948304,0.00058358914],"genre_scores_gemma":[0.79697615,0.00003448534,0.00021078486,0.000057217858,0.000009539227,0.0000025909055,0.00022222579,0.000009998347,0.202477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890953,0.00005657479,0.00016589092,0.00037553275,0.00022916438,0.00026330663],"domain_scores_gemma":[0.9995789,0.000021209064,0.00018211885,0.00015055505,0.000013241879,0.000053994732],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011703656,0.00018882897,0.00028500432,0.00018415107,0.00010334038,0.000042562006,0.0001838271,0.00018583656,0.0012805781],"category_scores_gemma":[0.0000059724666,0.00021451282,0.000049021528,0.00012356217,0.00006595179,0.00090457,0.00011520863,0.0002898187,0.000044435146],"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":[0.00014197506,0.00015753617,0.92886597,0.000058856585,0.000014800513,0.0000166718,0.06441565,0.00001209168,0.0027714611,0.000017757793,0.00041341272,0.0031138475],"study_design_scores_gemma":[0.00061455474,0.000057217712,0.97890836,0.0001381863,0.000018219138,6.131004e-7,0.019297337,0.00039324592,0.00007300921,0.00005072467,0.00023217402,0.000216369],"about_ca_topic_score_codex":0.86828375,"about_ca_topic_score_gemma":0.978667,"teacher_disagreement_score":0.2018934,"about_ca_system_score_codex":0.0004796553,"about_ca_system_score_gemma":0.000051533272,"threshold_uncertainty_score":0.99963236},"labels":[],"label_agreement":null},{"id":"W2612868522","doi":"","title":"Design of a mm-wave Planar CPW-fed Tapered Dielectric Rod Antenna","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Antenna 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Planar; Dielectric; Materials science; Antenna (radio); Optoelectronics; Optics; Electrical engineering; Engineering; Physics; Computer science","score_opus":0.0161171059143762,"score_gpt":0.1735310860257287,"score_spread":0.1574139801113525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612868522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695768,0.0014049059,0.026268477,0.00004657353,0.00030992343,0.00054288754,0.00008173264,0.00032575504,0.0014429489],"genre_scores_gemma":[0.7304633,0.0016526568,0.00405728,0.0000058258647,0.00003542901,8.724184e-7,0.00051167293,0.00009092582,0.26318198],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988915,0.000056575387,0.00019716355,0.00029041097,0.00023591518,0.00032844732],"domain_scores_gemma":[0.9991857,0.000034853318,0.00020411903,0.00031971364,0.0001575855,0.00009802248],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010645928,0.0003238945,0.000709334,0.0006345072,0.0000834131,0.000008786955,0.00033848168,0.00035843032,0.00031251318],"category_scores_gemma":[0.000008546759,0.00037147873,0.0002801057,0.00045888752,0.000054751003,0.00014655235,0.0000148581585,0.0002576994,0.00004479012],"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":[0.0009964285,0.00017214919,0.00011607122,0.0012713879,0.002132121,0.0002700909,0.10814688,0.00026325174,0.88237965,0.00013402209,0.0015551173,0.0025628502],"study_design_scores_gemma":[0.0056852647,0.0021092477,0.0077794166,0.0025200553,0.006965841,0.00003762603,0.3426414,0.55402035,0.072087534,0.0009384006,0.00034335122,0.0048715007],"about_ca_topic_score_codex":0.006459394,"about_ca_topic_score_gemma":0.0038579635,"teacher_disagreement_score":0.81029207,"about_ca_system_score_codex":0.000053365802,"about_ca_system_score_gemma":0.00004826844,"threshold_uncertainty_score":0.9998737},"labels":[],"label_agreement":null},{"id":"W2613538958","doi":"","title":"An Integrated Approach to Paleo-Ice Stream Determination in Mid Continental Prairies, Saskatchewan, Canada","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Geology; Geography; Archaeology; Physical geography; Forestry; Geomorphology; Earth science","score_opus":0.008097147645741919,"score_gpt":0.19898598951530774,"score_spread":0.1908888418695658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613538958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99686515,0.00007630256,0.000004095559,0.0003073622,0.00016137383,0.00033192514,0.0001412243,0.000020437552,0.0020921396],"genre_scores_gemma":[0.92817307,0.000013079893,0.0012525176,0.00003277496,0.000012597784,2.237336e-7,0.00799346,0.0000038450485,0.062518425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985424,0.00021527996,0.00014945498,0.0004239867,0.00027533004,0.00039352837],"domain_scores_gemma":[0.9992715,0.00006242996,0.00013378497,0.00021436469,0.00013762584,0.00018027537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020887374,0.00021922638,0.0003929354,0.00032591075,0.00016179345,0.000016332477,0.0004696008,0.00036642203,0.00025608405],"category_scores_gemma":[0.000018651881,0.00023787377,0.0000468756,0.00033776386,0.00009136968,0.00020309252,0.000007975297,0.00041019896,0.000023964558],"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":[0.00046563416,0.00007556753,0.960287,0.0000970562,0.000023352082,0.00012528193,0.028504746,0.00032729201,0.000031636744,0.0000021777003,0.0005129173,0.009547348],"study_design_scores_gemma":[0.00039413382,0.00020789121,0.7677385,0.000050577408,0.000025981795,0.000010098789,0.22993058,0.0010227354,0.00013605319,0.000011961039,0.00024212922,0.00022936406],"about_ca_topic_score_codex":0.9698866,"about_ca_topic_score_gemma":0.9999419,"teacher_disagreement_score":0.20142584,"about_ca_system_score_codex":0.000014458726,"about_ca_system_score_gemma":0.00065751246,"threshold_uncertainty_score":0.97002107},"labels":[],"label_agreement":null},{"id":"W2614182687","doi":"10.11575/prism/31491","title":"Designing Discoverable Digital Tabletop Menus for Public Settings","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Interactive and Immersive Displays","field":"Computer 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":"Computer science; Data science; World Wide Web; Human–computer interaction; Multimedia","score_opus":0.014181155035036773,"score_gpt":0.21115442350410973,"score_spread":0.19697326846907295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614182687","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":[0.84223974,0.00048030922,0.13430235,0.003350966,0.0028827058,0.0015392929,0.00037328168,0.00013642707,0.014694934],"genre_scores_gemma":[0.331567,0.000020678115,0.009420352,0.00006865522,0.00009816371,0.0000029661574,0.0012576085,0.000040173825,0.6575244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985817,0.000032012547,0.00013019379,0.0004558969,0.00026491398,0.00053526607],"domain_scores_gemma":[0.99865824,0.000102003694,0.00035810802,0.00037081266,0.00038372906,0.00012709337],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015488455,0.00026702814,0.00036858744,0.00027387118,0.00035232425,0.00021302301,0.0009952517,0.00019575194,0.00008992968],"category_scores_gemma":[0.000037478927,0.00030499397,0.00026373882,0.00021258241,0.00004164395,0.0035966088,0.00015072375,0.00020864184,0.0001076915],"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":[0.00081599044,0.000910481,0.002069783,0.0020377785,0.0016161391,0.000086654705,0.4854305,0.000047134723,0.35274243,0.030286578,0.10314797,0.020808535],"study_design_scores_gemma":[0.005233987,0.0014713815,0.010167675,0.0015105237,0.0007406467,0.000036727084,0.6278248,0.004159286,0.23251238,0.0029058086,0.10919367,0.0042431005],"about_ca_topic_score_codex":0.0017943572,"about_ca_topic_score_gemma":0.0007373475,"teacher_disagreement_score":0.6428295,"about_ca_system_score_codex":0.00011551501,"about_ca_system_score_gemma":0.00013632809,"threshold_uncertainty_score":0.9999402},"labels":[],"label_agreement":null},{"id":"W2614362749","doi":"","title":"Investigating the Process of Developing a KDD Model for the Classification of Cases with Cardiovascular Disease Based on a Canadian Database","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Imbalanced Data Classification Techniques","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":"Computer science; Database; Data mining; Process (computing); Artificial intelligence; Information retrieval; Data science; Programming language","score_opus":0.03385744037593748,"score_gpt":0.23317690074233438,"score_spread":0.19931946036639692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614362749","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":[0.4537257,0.00017087854,0.5379549,0.003850014,0.000081369755,0.0029795195,0.0010727642,0.00010626638,0.000058579866],"genre_scores_gemma":[0.9281798,0.00003526455,0.06808358,0.00006762076,0.000010373443,0.000039100294,0.0012501224,0.000025287238,0.0023088758],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872214,0.000070227405,0.00016746261,0.0003866915,0.00046198,0.00019149402],"domain_scores_gemma":[0.99721766,0.00018109527,0.00048026585,0.0013421478,0.00067982124,0.00009900211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035880858,0.0001816464,0.00027762327,0.00024971372,0.00029858967,0.000030519124,0.0013941184,0.00008646653,0.000001970224],"category_scores_gemma":[0.00012125498,0.00013178385,0.00012894516,0.00039544053,0.00019710006,0.00037459363,0.00004067656,0.00013816835,7.520009e-7],"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":[0.0013092189,0.0007070978,0.0035991936,0.020472202,0.0038418681,0.00007420935,0.4411882,0.23955624,0.018314926,0.18727045,0.011647341,0.07201907],"study_design_scores_gemma":[0.00031121928,0.000058013877,0.0055412524,0.0007459095,0.0002531392,9.040823e-7,0.014352771,0.9739052,0.004235588,0.00028702218,0.00006891565,0.00024007719],"about_ca_topic_score_codex":0.12994272,"about_ca_topic_score_gemma":0.13760054,"teacher_disagreement_score":0.73434895,"about_ca_system_score_codex":0.00010233309,"about_ca_system_score_gemma":0.001544109,"threshold_uncertainty_score":0.878136},"labels":[],"label_agreement":null},{"id":"W2614736269","doi":"","title":"Integrational Structuring: A Holarchic Strategy for Housing the Aging Population","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Structuring; Population ageing; Population; Business; Medicine; Environmental health","score_opus":0.018834235464649216,"score_gpt":0.2614326454017388,"score_spread":0.24259840993708956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614736269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975254,0.00009163405,0.00009786048,0.0008924153,0.0005173068,0.00041629001,0.000029679666,0.00004742723,0.00038199266],"genre_scores_gemma":[0.89277655,0.000102710954,0.00083182525,0.000008568521,0.00030807575,0.0000011825118,0.0004698598,0.000014687883,0.10548654],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989808,0.00009188273,0.00011602149,0.00024157246,0.00034067364,0.00022902644],"domain_scores_gemma":[0.99915355,0.0000989536,0.000293649,0.00014293304,0.00026303157,0.000047867496],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003684945,0.00015368176,0.00021204108,0.00015929501,0.001962858,0.00008396394,0.00030916638,0.00021201739,0.00008217006],"category_scores_gemma":[0.000056310455,0.00014206939,0.00014854646,0.00013654449,0.0001505425,0.00028057987,0.000020759586,0.00029814753,0.0000025343902],"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":[0.00004156277,0.000014629956,0.0017365677,0.0000711293,0.00006686302,0.0000011889695,0.98407525,0.000076528515,0.00025990698,0.009101138,0.0005869728,0.0039682505],"study_design_scores_gemma":[0.0005734611,0.00006572242,0.26460925,0.00018248284,0.0003053671,5.2988054e-7,0.7119904,0.00038044076,0.00023943726,0.016543323,0.004611903,0.00049764663],"about_ca_topic_score_codex":0.38860515,"about_ca_topic_score_gemma":0.9373194,"teacher_disagreement_score":0.5487142,"about_ca_system_score_codex":0.00006576103,"about_ca_system_score_gemma":0.0001821822,"threshold_uncertainty_score":0.9993364},"labels":[],"label_agreement":null},{"id":"W2615048727","doi":"","title":"Clinical pharmacists and nurses' perceptions on implementing anticoagulation therapy recommendations for the frail elderly: An exploratory study based on psychological theory","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pharmacy and Medical Practices","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":"Perception; Exploratory research; Medicine; Psychology; Clinical psychology; Psychotherapist","score_opus":0.2723701063399865,"score_gpt":0.5262335575566583,"score_spread":0.25386345121667186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615048727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991767,0.00007489895,0.000057674966,0.0034656457,0.002151294,0.0017089484,0.00016527034,0.00006414923,0.00054512813],"genre_scores_gemma":[0.97687304,0.0013432355,0.00016929409,0.0011155034,0.00030162217,0.000025646954,0.0007630461,0.000031366406,0.019377245],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9966536,0.0018408818,0.00031419273,0.0006002438,0.0002431305,0.00034792267],"domain_scores_gemma":[0.9962034,0.0022963614,0.00065371045,0.0004466996,0.00017601767,0.00022376065],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003178779,0.00030538428,0.0004175999,0.00017066758,0.0020609421,0.00004833649,0.00057624956,0.00042199675,0.002493829],"category_scores_gemma":[0.00018088846,0.00025429638,0.00019172179,0.00006974609,0.00034579795,0.00034592068,0.000031579424,0.0012855099,0.000028115855],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014781162,0.007999698,0.008016558,0.0000919788,0.00096817024,0.00003586889,0.09700059,0.0000869449,0.0021648502,0.00034690282,0.019559639,0.84894764],"study_design_scores_gemma":[0.036016393,0.01374402,0.096228756,0.00023738226,0.004527937,0.0000070297474,0.534169,0.0148058515,0.0011273848,0.0013646992,0.2961724,0.0015991493],"about_ca_topic_score_codex":0.00011552486,"about_ca_topic_score_gemma":0.0012228524,"teacher_disagreement_score":0.8473485,"about_ca_system_score_codex":0.000032577675,"about_ca_system_score_gemma":0.000081310776,"threshold_uncertainty_score":0.99999094},"labels":[],"label_agreement":null},{"id":"W2615202918","doi":"","title":"The Influence of Processing Conditions on the Thermo-physical Properties and Morphology of Polycarbonate / Poly (butylene terephthalate) Blends","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Material Properties and Processing","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":"Polycarbonate; Materials science; Morphology (biology); Composite material; Geology","score_opus":0.009754466295501755,"score_gpt":0.18581747731083734,"score_spread":0.17606301101533559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615202918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99808866,0.00078310404,4.8332964e-7,0.00030848925,0.000060000584,0.00015617412,0.000023651373,0.00003325336,0.0005462019],"genre_scores_gemma":[0.9928016,0.00021539906,0.000018393077,0.0000066853218,0.000017942446,8.52144e-7,0.00001783316,0.000020141479,0.006901176],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993095,0.000044158773,0.00015174746,0.00015334875,0.00016074267,0.00018054286],"domain_scores_gemma":[0.999428,0.000034724264,0.00019412581,0.00019843043,0.00011552353,0.00002924541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092083224,0.00019012079,0.00031461715,0.00007948125,0.00022756126,0.000023270924,0.0002782614,0.00012726319,0.000012283581],"category_scores_gemma":[0.000009562475,0.00012297662,0.00006452595,0.00010057722,0.0002803743,0.00012312694,0.000030372517,0.00018637655,0.0000012861153],"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":[0.0004334676,0.00004469035,0.000049875478,0.0014435647,0.00014820836,0.000007103331,0.072574735,0.0023242105,0.9110726,0.00037204011,0.00003943951,0.0114900265],"study_design_scores_gemma":[0.0010268742,0.00094937347,0.043339964,0.00418508,0.0005413456,0.000024413235,0.13128854,0.00803697,0.8072825,0.00211643,0.00018872219,0.0010197798],"about_ca_topic_score_codex":0.0025157726,"about_ca_topic_score_gemma":0.00052609417,"teacher_disagreement_score":0.10379014,"about_ca_system_score_codex":0.000016354108,"about_ca_system_score_gemma":0.000045818542,"threshold_uncertainty_score":0.50148416},"labels":[],"label_agreement":null},{"id":"W2616300288","doi":"","title":"Primary Production by Phytoplankton in Lake Simcoe 2010-2011","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aquatic Invertebrate Ecology and Behavior","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":"Phytoplankton; Environmental science; Production (economics); Oceanography; Hydrology (agriculture); Ecology; Geology; Biology; Nutrient; Geotechnical engineering; Economics","score_opus":0.006562529184618465,"score_gpt":0.17490439628544685,"score_spread":0.16834186710082838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616300288","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":[0.99639785,0.000023930963,0.000001175069,0.00041772606,0.00057962484,0.00041201946,0.000028153849,0.000027133909,0.0021124084],"genre_scores_gemma":[0.063366875,0.00006945847,0.00030594965,0.000031147334,0.000019916153,0.0000020635096,0.001193416,0.000017082542,0.9349941],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998908,0.00006300126,0.00012698807,0.0004214598,0.00021845596,0.00026212],"domain_scores_gemma":[0.99945956,0.000011917071,0.00020934964,0.00024319148,0.00001674981,0.000059242007],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013946372,0.0001978904,0.000299267,0.00009255505,0.00012705661,0.0000064781834,0.00028813057,0.00039470356,0.026441002],"category_scores_gemma":[0.000005796999,0.00022232461,0.000067252826,0.00011466879,0.00017043792,0.00038335205,0.00006673117,0.0002914059,0.004686163],"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":[0.00024881054,0.0007015548,0.12481507,0.0002452979,0.000049049824,0.000053324547,0.058090698,0.000066045,0.08563969,0.000008584399,0.7205032,0.009578658],"study_design_scores_gemma":[0.0010413799,0.00026160083,0.93891275,0.00012856956,0.00020295805,0.0000054858892,0.03786807,0.00012916485,0.013662551,0.00018129213,0.0067408388,0.0008653213],"about_ca_topic_score_codex":0.023797128,"about_ca_topic_score_gemma":0.3266641,"teacher_disagreement_score":0.93303096,"about_ca_system_score_codex":0.00016173362,"about_ca_system_score_gemma":0.00002677669,"threshold_uncertainty_score":0.9960888},"labels":[],"label_agreement":null},{"id":"W2617421449","doi":"","title":"Capabilities Enabling Product Orientation and Service Orientation: A Study of Canadian Software Firms","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Service and Product Innovation","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":"Service-orientation; Orientation (vector space); Business; Market orientation; Service (business); Product (mathematics); Software; Computer science; Marketing; Geometry; Mathematics; Operating system","score_opus":0.01387883263574472,"score_gpt":0.1996313653264935,"score_spread":0.1857525326907488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617421449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631894,0.00005170165,6.4552717e-7,0.0019058066,0.0006708591,0.00068734307,0.0000133255235,0.00004318891,0.0003082158],"genre_scores_gemma":[0.9717326,0.000024567345,0.0004463864,0.0003411465,0.00038701773,0.000003551713,0.002538805,0.000045272525,0.024480648],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988331,0.000014158212,0.00020959019,0.00044610587,0.00029612076,0.00020089767],"domain_scores_gemma":[0.99776816,0.00001965319,0.00049750216,0.00033378816,0.0013626777,0.00001820774],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025336206,0.00021319138,0.00030516103,0.0014416978,0.00031942895,0.000070048714,0.00024118533,0.00015761297,0.00022254504],"category_scores_gemma":[0.00005906728,0.0002515978,0.000036590925,0.0015505247,0.00003358399,0.0011558033,0.000049178932,0.0002178121,0.000019258652],"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":[0.0006615877,0.0005117396,0.06480244,0.010274714,0.0003398164,0.000025353593,0.89821064,0.00011521451,0.0062194294,0.002040806,0.0010745163,0.015723716],"study_design_scores_gemma":[0.0009493655,0.00006500722,0.08891576,0.00017465261,0.00034734784,7.8284694e-7,0.9042372,0.00005256875,0.0005983338,0.0005701986,0.0037020617,0.0003867323],"about_ca_topic_score_codex":0.92400426,"about_ca_topic_score_gemma":0.97333074,"teacher_disagreement_score":0.049326427,"about_ca_system_score_codex":0.0000350998,"about_ca_system_score_gemma":0.00011482161,"threshold_uncertainty_score":0.9999936},"labels":[],"label_agreement":null},{"id":"W2618261459","doi":"","title":"Logical Superposition Coded Modulation for Wireless Video Multicasting","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Wireless Communication Techniques","field":"Engineering","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":"University of Waterloo","keywords":"Multicast; Modulation (music); Superposition principle; Computer science; Wireless; Computer network; Telecommunications; Physics; Quantum mechanics","score_opus":0.01456023649174718,"score_gpt":0.22779934629322546,"score_spread":0.21323910980147828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618261459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9556779,0.00009549605,0.042308927,0.0001011462,0.00010766315,0.00064986426,0.00005108847,0.00069997145,0.0003079256],"genre_scores_gemma":[0.9328343,0.000261542,0.054559074,0.000005915289,0.000031634067,0.000004620842,0.0020981636,0.00005221687,0.010152519],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917144,0.000031712963,0.00018038877,0.00023971905,0.00016299951,0.00021376362],"domain_scores_gemma":[0.99916,0.000078368816,0.00013858489,0.00034948208,0.00021573452,0.000057812726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008724934,0.00023381866,0.00036805484,0.0002152296,0.00016380317,0.000015492225,0.00032998165,0.00037534832,0.000020129055],"category_scores_gemma":[0.00001504157,0.00030722283,0.00014422504,0.00013521704,0.0000403899,0.0002800159,0.000022742386,0.00023947672,0.000006490514],"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":[0.0007047693,0.00027352353,0.00010956499,0.0021760487,0.000282028,0.0000162361,0.06166835,0.060143948,0.54615074,0.0034899376,0.0015805314,0.32340434],"study_design_scores_gemma":[0.0017771957,0.00031789043,0.006918988,0.0011621945,0.00025658266,0.0000041528983,0.03289456,0.8348165,0.11701947,0.0029538325,0.0005440151,0.0013346012],"about_ca_topic_score_codex":0.0006428039,"about_ca_topic_score_gemma":0.0036184406,"teacher_disagreement_score":0.77467257,"about_ca_system_score_codex":0.00014790677,"about_ca_system_score_gemma":0.000014463365,"threshold_uncertainty_score":0.999938},"labels":[],"label_agreement":null},{"id":"W2618462334","doi":"","title":"An Investigation of the Relationship between Crime and Reported Incidents and the Built and Natural Environment in the Region of Waterloo, Ontario","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crime Patterns and Interventions","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":"Natural (archaeology); Geography; Cartography; Criminology; Transport engineering; Engineering; Psychology; Archaeology","score_opus":0.053385908991736834,"score_gpt":0.2830059561841565,"score_spread":0.22962004719241969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618462334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978902,0.000096328455,6.5333217e-7,0.0014337407,0.00006370691,0.00037135667,0.0000076209913,0.000002814698,0.00013362501],"genre_scores_gemma":[0.961659,0.000068204165,0.00002086468,0.0000051625434,0.000012448375,6.352929e-7,0.000060176153,0.000004015315,0.03816946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989308,0.00035554246,0.00017556953,0.00017738399,0.00026614327,0.000094541916],"domain_scores_gemma":[0.9989226,0.00012264184,0.00057204405,0.0003012413,0.00005000265,0.000031508658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064057385,0.00009539944,0.00020731085,0.00008728155,0.0005629251,0.000037134658,0.00032538123,0.00013503143,0.000017385248],"category_scores_gemma":[0.000058506954,0.000063409345,0.000069751026,0.000052564657,0.00091343856,0.00027423355,0.00005411184,0.00022586064,2.3570004e-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":[0.000032622625,0.000010159937,0.56703347,0.000039014158,0.000022090611,0.0000011572452,0.43209326,3.2824096e-7,0.00011686351,0.00038031847,0.00003062285,0.00024011012],"study_design_scores_gemma":[0.00037756385,0.000035110214,0.85695976,0.00017860577,0.0001519073,0.0000011141833,0.14019474,0.000004445843,0.000082329185,0.0019256051,0.000030316804,0.000058476835],"about_ca_topic_score_codex":0.76411146,"about_ca_topic_score_gemma":0.8289958,"teacher_disagreement_score":0.29189852,"about_ca_system_score_codex":0.000050994713,"about_ca_system_score_gemma":0.00005399855,"threshold_uncertainty_score":0.4329622},"labels":[],"label_agreement":null},{"id":"W2618519612","doi":"","title":"Estimating Bus Delay at Signalized Intersections from Archived AVL/APC Data","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Traffic Prediction and Management Techniques","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":"Transport engineering; Computer science; Engineering","score_opus":0.015806181517262152,"score_gpt":0.20719839655286185,"score_spread":0.1913922150355997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618519612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96954906,0.00019121054,0.021757878,0.000058410482,0.0014504574,0.00035023378,0.0005266404,0.0029883941,0.0031277174],"genre_scores_gemma":[0.8508388,0.00014988943,0.026230615,0.000009218168,0.00015791295,0.0000020793614,0.014172895,0.00008119384,0.10835739],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991116,0.000033647077,0.00014355418,0.00030011983,0.00017961898,0.00023145191],"domain_scores_gemma":[0.99914336,0.000035935387,0.000118097814,0.00056810735,0.00003466194,0.00009983721],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008530946,0.00023548902,0.00030542753,0.0002724334,0.00015550668,0.000018225468,0.0006105141,0.00019043667,0.0004226271],"category_scores_gemma":[0.000007858153,0.00029796263,0.0000996421,0.00007725515,0.00003616293,0.00034683477,0.00020987024,0.0002645724,0.000082723964],"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":[0.0010286353,0.00040382385,0.0011550378,0.0023636818,0.0043345396,0.00015768195,0.3896135,0.016883695,0.077006176,0.00024006718,0.42275986,0.08405329],"study_design_scores_gemma":[0.0034994835,0.00016690923,0.030250812,0.0018388274,0.0029376934,0.000009721294,0.115847655,0.7939523,0.0047144457,0.00025490465,0.04408711,0.0024401415],"about_ca_topic_score_codex":0.022998327,"about_ca_topic_score_gemma":0.11634834,"teacher_disagreement_score":0.7770686,"about_ca_system_score_codex":0.00010424844,"about_ca_system_score_gemma":0.000011948939,"threshold_uncertainty_score":0.99994725},"labels":[],"label_agreement":null},{"id":"W2619634823","doi":"","title":"Does a history of migraines increase the risk of late-life cognitive health outcomes?","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Migraine and Headache 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":"Cognition; Medicine; Gerontology; Psychology; Psychiatry","score_opus":0.019306017278704398,"score_gpt":0.23663188925009535,"score_spread":0.21732587197139094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619634823","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":[0.993809,0.0021011862,0.0000014687323,0.0013375496,0.000103769155,0.00054141536,0.00022574239,0.000021602275,0.0018582914],"genre_scores_gemma":[0.32452023,0.0026187082,0.00012881718,0.0001088973,0.000026157935,8.7773526e-7,0.00028209158,0.000020958365,0.67229325],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987916,0.00015030717,0.000274638,0.0002564937,0.00031216122,0.00021485418],"domain_scores_gemma":[0.99784803,0.00016996489,0.0010208697,0.00031867417,0.00050881394,0.0001336379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032127107,0.0002523111,0.0011190322,0.0002800085,0.00010321443,9.2116954e-7,0.0001826375,0.00018036034,0.00031610846],"category_scores_gemma":[0.00022963702,0.00015402531,0.00047186096,0.00011417442,0.00035948103,0.000056094636,0.000057063575,0.00031316362,0.000008303025],"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":[0.002711942,0.00052469934,0.1769786,0.0052990634,0.0027748435,0.000024037023,0.76751596,3.9263483e-7,0.0002783909,0.000092759234,0.043130822,0.00066850573],"study_design_scores_gemma":[0.002394209,0.0007288136,0.4841448,0.00123932,0.0024171828,0.000001146022,0.5046934,0.000008894925,0.00024338414,0.00008346591,0.0037976257,0.00024776574],"about_ca_topic_score_codex":0.4238086,"about_ca_topic_score_gemma":0.23942962,"teacher_disagreement_score":0.670435,"about_ca_system_score_codex":0.00009477514,"about_ca_system_score_gemma":0.000618796,"threshold_uncertainty_score":0.7744488},"labels":[],"label_agreement":null},{"id":"W2619793512","doi":"","title":"Finding Community in the Ruins of GeoCities: Distantly Reading a Web Archive","year":2015,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Technology and Security Systems","field":"Computer Science","cited_by":3,"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 Waterloo","funders":"Ontario Ministry of Research and Innovation; Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"License; Reading (process); World Wide Web; Reproduction; Library science; Computer science; Commons; Political science; Law","score_opus":0.027633314266414046,"score_gpt":0.20988895952450332,"score_spread":0.18225564525808927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619793512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957574,0.000018846733,0.001338106,0.0014666922,0.000060264956,0.00010996578,0.000012144762,0.00005035351,0.0011862163],"genre_scores_gemma":[0.99581677,0.0000050750436,0.002044834,0.000016458356,0.000003846537,1.9743688e-7,0.0000032279956,0.0000022988713,0.002107293],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990889,0.0003416427,0.000095844734,0.00011857947,0.00017661312,0.00017845718],"domain_scores_gemma":[0.99911064,0.00015138723,0.000119020464,0.0005366078,0.000045376208,0.000036987705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080720824,0.00007808419,0.00019496167,0.00020310991,0.00016889091,0.000014728334,0.0015072805,0.00007678503,0.000002317231],"category_scores_gemma":[0.000033787583,0.00007128891,0.000053294763,0.00033483512,0.0002173513,0.00029375285,0.0002998198,0.00031509832,0.0000063517796],"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":[0.000027327314,0.00008816468,0.006740325,0.000048866,0.000018654746,0.000039242073,0.92423874,0.000020015901,0.001243057,0.06660826,0.00048199392,0.00044533244],"study_design_scores_gemma":[0.0010076856,0.00030164554,0.010670273,0.00017162277,0.00001371462,0.000024129211,0.9623398,0.0064074667,0.000713157,0.017308213,0.00084931817,0.00019293943],"about_ca_topic_score_codex":0.029048616,"about_ca_topic_score_gemma":0.053498153,"teacher_disagreement_score":0.049300045,"about_ca_system_score_codex":0.000040644776,"about_ca_system_score_gemma":0.00005424419,"threshold_uncertainty_score":0.97741705},"labels":[],"label_agreement":null},{"id":"W2619828927","doi":"","title":"Bilateral Macro-Micro Teleoperation Using A Magnetic Actuation Mechanism","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Tactile and Sensory Interactions","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Teleoperation; Macro; Mechanism (biology); Computer science; Control engineering; Engineering; Physics; Robot; Artificial intelligence","score_opus":0.022538449661762293,"score_gpt":0.2311020255077432,"score_spread":0.2085635758459809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619828927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979105,0.000005897974,0.00004254869,0.00017526356,0.00080224563,0.00044101357,0.000042737724,0.00007553982,0.00050428323],"genre_scores_gemma":[0.6235186,0.00006264144,0.0007407615,0.000043807693,0.000047661084,7.57757e-7,0.00014926786,0.000029769046,0.37540674],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871874,0.00008927363,0.0001668281,0.0004749422,0.0002799503,0.00027029536],"domain_scores_gemma":[0.999137,0.000049214144,0.000289757,0.00028523777,0.00015714839,0.000081684295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028309018,0.0002554501,0.00028999508,0.0003968546,0.00041208186,0.00008734096,0.00027077954,0.00029003882,0.0018483462],"category_scores_gemma":[0.000033873017,0.00029477433,0.0001557333,0.00020499827,0.000048952577,0.00070872303,0.000035015855,0.00029540583,0.00040246864],"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":[0.0000763633,0.000054065225,0.000009376469,0.00005827689,0.000011100201,0.000024337454,0.03376241,0.00004727928,0.9645381,0.00017607756,0.00021121395,0.0010314266],"study_design_scores_gemma":[0.00047785306,0.00017812988,0.00041951903,0.00013317297,0.00015476625,0.000033491917,0.039191116,0.0050852727,0.9532677,0.00029208465,0.00034254356,0.0004243515],"about_ca_topic_score_codex":0.01843864,"about_ca_topic_score_gemma":0.007941568,"teacher_disagreement_score":0.37490246,"about_ca_system_score_codex":0.00012478181,"about_ca_system_score_gemma":0.00008052895,"threshold_uncertainty_score":0.99995047},"labels":[],"label_agreement":null},{"id":"W2621309126","doi":"10.11575/prism/31456","title":"Bridging Private and Shared Interaction Surfaces in Collocated Groupware.","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Usability and User Interface Design","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bridging (networking); Collaborative software; Human–computer interaction; Computer science; World Wide Web; Computer network","score_opus":0.015920517433627754,"score_gpt":0.21261064171467386,"score_spread":0.1966901242810461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621309126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997816,0.00008603422,0.0006706345,0.00053372397,0.00034163694,0.00035471335,0.000008294199,0.00009184714,0.00009707313],"genre_scores_gemma":[0.9321473,0.000104636456,0.004496702,0.000015284979,0.000010616384,0.0000012251237,0.00012521558,0.000016657104,0.06308236],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99867475,0.000114953014,0.00018060325,0.00054736045,0.00022046543,0.00026185362],"domain_scores_gemma":[0.9990822,0.000057556637,0.00024739146,0.00037628488,0.00015552374,0.00008103134],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020120607,0.00023253025,0.000384831,0.0003682392,0.000116983945,0.00013240638,0.00071971765,0.00023964634,0.00008102264],"category_scores_gemma":[0.000021295116,0.00027994812,0.000070820875,0.00034929762,0.00005723282,0.0013386938,0.00016975608,0.0003163332,0.0000521308],"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":[0.00073418586,0.0006126196,0.016887039,0.0022358578,0.00038433346,0.00017534784,0.85394335,0.0011451254,0.07957432,0.002000175,0.0050282297,0.03727942],"study_design_scores_gemma":[0.0040965206,0.00092628755,0.4170646,0.0034889735,0.0001940402,0.000027985641,0.19112337,0.3310325,0.046181463,0.0019392021,0.0012226115,0.002702435],"about_ca_topic_score_codex":0.044627324,"about_ca_topic_score_gemma":0.03728038,"teacher_disagreement_score":0.66282,"about_ca_system_score_codex":0.00011304035,"about_ca_system_score_gemma":0.00005219022,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W2621502602","doi":"","title":"Reconstruction of Paleoclimate Time-Series in the Peace-Athabasca Delta, Northern Alberta, from Stable Isotopes in Tree-Rings","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Paleoclimatology; Series (stratigraphy); Dendrochronology; Geology; Stable isotope ratio; Delta; Paleontology; Tree (set theory); Physical geography; Geography; Climate change; Mathematics; Combinatorics; Engineering; Physics; Nuclear physics; Oceanography","score_opus":0.00862080431162134,"score_gpt":0.1832368325735531,"score_spread":0.17461602826193176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621502602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945923,0.0005444093,1.7305763e-7,0.00037705165,0.00011324495,0.0002501253,0.00009771213,0.000008373953,0.0040166127],"genre_scores_gemma":[0.9361195,0.0014534078,0.00037845937,0.000008545034,0.000015647418,4.9275485e-7,0.002261124,0.000006211109,0.05975661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860656,0.0002824833,0.00021105199,0.00033319765,0.00022567292,0.00034106072],"domain_scores_gemma":[0.9991286,0.00027779056,0.0002392876,0.00025037967,0.000060881233,0.000043098677],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027433113,0.00019553721,0.0004847924,0.0003490402,0.0001665984,0.000009279502,0.0004980551,0.0003566407,0.0014523303],"category_scores_gemma":[0.000027991506,0.00017764089,0.000104009385,0.00029197184,0.00031394855,0.00032115937,0.00001581752,0.0004125631,0.00018142417],"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":[0.00047816077,0.000028982466,0.933496,0.000071685885,0.00003573434,0.00006934675,0.064357534,0.000101613834,0.00002742099,0.0000024939902,0.000058821846,0.0012722077],"study_design_scores_gemma":[0.00047792066,0.00012191776,0.9130852,0.00012589953,0.000031938434,0.00002332706,0.08529357,0.00027153693,0.00015767338,0.0001479805,0.000091188725,0.00017184198],"about_ca_topic_score_codex":0.5408879,"about_ca_topic_score_gemma":0.99155664,"teacher_disagreement_score":0.45066878,"about_ca_system_score_codex":0.000004254104,"about_ca_system_score_gemma":0.000109013556,"threshold_uncertainty_score":0.99946046},"labels":[],"label_agreement":null},{"id":"W2621591677","doi":"","title":"Decreasing average wildfire size through random fuel treatments: A boreal forest case study.","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fire effects on ecosystems","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":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service; Kementerian Sumber Asli dan Alam Sekitar; University of Waterloo; Ministry of Natural Resources","keywords":"Taiga; Boreal; Environmental science; Forestry; Random forest; Geography; Atmospheric sciences; Computer science; Geology; Machine learning; Archaeology","score_opus":0.007450550730060736,"score_gpt":0.2203751386251335,"score_spread":0.21292458789507276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621591677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922854,0.00007644815,0.00001675919,0.00003715858,0.00035292408,0.0016223408,0.000032027954,0.00010029632,0.0054766536],"genre_scores_gemma":[0.8962488,0.000043029475,0.0009821017,0.000012807497,0.000037777776,0.0000025458073,0.00020422022,0.0000564238,0.10241229],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99758214,0.00022510134,0.0002599655,0.0007598105,0.00063926657,0.0005337206],"domain_scores_gemma":[0.9984809,0.00025324672,0.00044969274,0.00059206714,0.000025256346,0.00019883298],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037122928,0.00050755334,0.00074817456,0.00011349038,0.0004282175,0.000041291034,0.0004429894,0.0003711953,0.00046847647],"category_scores_gemma":[0.000045324563,0.0005419635,0.00028672485,0.00034975758,0.00014793688,0.00061731593,0.00013148894,0.00029849025,0.0002279609],"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":[0.00310946,0.0023656783,0.19921587,0.00055426947,0.0010860207,0.042016163,0.7284743,0.0001643581,0.00081496657,0.000006968623,0.0016380923,0.020553853],"study_design_scores_gemma":[0.015761314,0.0015491495,0.35419396,0.0005045614,0.0014300318,0.00091038464,0.62172455,0.0012263126,0.00027028687,0.000108156084,0.0008322758,0.0014890098],"about_ca_topic_score_codex":0.7636238,"about_ca_topic_score_gemma":0.7998889,"teacher_disagreement_score":0.15497808,"about_ca_system_score_codex":0.00061536685,"about_ca_system_score_gemma":0.000038432983,"threshold_uncertainty_score":0.99970317},"labels":[],"label_agreement":null},{"id":"W2621673153","doi":"","title":"The Joint Strike Fighter / F-35 Program: A Canadian Technology Policy Perspective","year":2014,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Defense, Military, and Policy 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":"Perspective (graphical); Joint (building); Aeronautics; Political science; Engineering; Operations management; Computer science; Artificial intelligence; Civil engineering","score_opus":0.016787255524014902,"score_gpt":0.1959975129326456,"score_spread":0.17921025740863072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621673153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8373394,0.0012439888,0.00001975996,0.11842431,0.00020912908,0.00038976385,0.00019229756,0.000096594646,0.04208478],"genre_scores_gemma":[0.90997756,0.00034713678,0.0005155906,0.00018533031,0.00009419769,0.0000018302694,0.0000046983405,0.000013821606,0.08885984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990912,0.00001869388,0.00013096357,0.00028072324,0.000031923162,0.00044648306],"domain_scores_gemma":[0.99928445,0.000028465427,0.000120941484,0.00036399296,0.000080960526,0.00012119311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020398892,0.00013177242,0.00029380416,0.00057230424,0.00052053505,0.000022604063,0.00032925798,0.00011816093,0.00006732699],"category_scores_gemma":[0.000092422386,0.00013162145,0.00012216746,0.00037763026,0.00043506923,0.000091641305,0.00010076039,0.00014636319,0.00031372014],"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":[0.000023822693,0.0000590517,0.014971943,0.000021683696,0.00021547556,0.0000083609175,0.06268565,0.0000080571135,0.000009243733,0.90196615,0.014790546,0.005240041],"study_design_scores_gemma":[0.0009994921,0.00049617764,0.04496827,0.000024633926,0.000026481928,0.0000074419827,0.12158296,0.00040976188,0.00004786874,0.11901344,0.7119397,0.000483746],"about_ca_topic_score_codex":0.83068573,"about_ca_topic_score_gemma":0.79622537,"teacher_disagreement_score":0.78295267,"about_ca_system_score_codex":0.00026600703,"about_ca_system_score_gemma":0.00006256336,"threshold_uncertainty_score":0.5367367},"labels":[],"label_agreement":null},{"id":"W262217462","doi":"","title":"Recycled Concrete Aggregate: Viable Aggregate Source for Concrete Pavements","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Recycled Aggregate Concrete Performance","field":"Engineering","cited_by":33,"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; University of Waterloo; Cement Association of Canada","keywords":"Aggregate (composite); Cement; Engineering; Economic shortage; Environmental science; Waste management; Materials science; Composite material","score_opus":0.009068287251062731,"score_gpt":0.19015416204639335,"score_spread":0.18108587479533061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W262217462","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":[0.9928111,0.0019186852,0.0002937006,0.00008538677,0.0012251888,0.0010157464,0.00025020965,0.0005900542,0.001809938],"genre_scores_gemma":[0.14871217,0.015001557,0.0065165064,0.000049432827,0.00030823078,0.000024026496,0.004339035,0.0004908714,0.82455814],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973225,0.000059662318,0.000453198,0.0007216387,0.00051327044,0.00092974055],"domain_scores_gemma":[0.99793285,0.000111113186,0.00055174594,0.00074953906,0.00036561265,0.00028915406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016183608,0.0007848138,0.0011901745,0.0004722633,0.00042053394,0.000050541563,0.0009091814,0.000794511,0.00025106643],"category_scores_gemma":[0.000026340529,0.0009911695,0.00050182146,0.0003746009,0.00019060244,0.00053848844,0.00008272598,0.000503571,0.0001304139],"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":[0.006279081,0.000036097248,0.001476442,0.01751889,0.008108838,0.0009158404,0.29147175,0.0076632635,0.37853065,0.000312629,0.12128516,0.16640134],"study_design_scores_gemma":[0.017299563,0.0013047392,0.0005475048,0.007019916,0.0020351936,0.00011150602,0.07491462,0.2506255,0.39139047,0.0002951069,0.24707934,0.007376524],"about_ca_topic_score_codex":0.0057892636,"about_ca_topic_score_gemma":0.0019988536,"teacher_disagreement_score":0.8440989,"about_ca_system_score_codex":0.000277131,"about_ca_system_score_gemma":0.000117061056,"threshold_uncertainty_score":0.99925387},"labels":[],"label_agreement":null},{"id":"W2623145457","doi":"","title":"Philosophy in Pieces: The Aphorisms of Nietzsche's Human, All Too Human and Wittgenstein's Philosophical Investigations","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Nietzsche, Schopenhauer, and Hegel","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 Waterloo","keywords":"Philosophy; Epistemology; Philosophical methodology","score_opus":0.036535850581305956,"score_gpt":0.22779913279059041,"score_spread":0.19126328220928446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623145457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97990704,0.0009096256,2.4423386e-7,0.0027890536,0.00029477885,0.00044502784,0.000109928376,0.000034882527,0.015509432],"genre_scores_gemma":[0.8558263,0.00024357793,0.00008136106,0.00007095398,0.00041008872,0.0000026550204,0.0007429635,0.0000394389,0.14258264],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99847025,0.00011302055,0.00032272935,0.00038157954,0.00037841138,0.0003340353],"domain_scores_gemma":[0.9987247,0.000050578805,0.00044583398,0.00042931404,0.00020687126,0.00014268346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002574298,0.00034832367,0.00060832215,0.00037685537,0.0006544222,0.00005932614,0.00052699813,0.00031072626,0.00089557614],"category_scores_gemma":[0.0000098706205,0.00031907484,0.00020060029,0.000090077345,0.0008051281,0.0004653156,0.00010681014,0.00057066715,0.00003750304],"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":[0.00010745214,0.0003194343,0.0021024817,0.00081463496,0.0003125611,0.00001452088,0.76668847,0.0000034618758,0.0045517054,0.21689363,0.007954288,0.00023738424],"study_design_scores_gemma":[0.0038871868,0.0009422225,0.021318624,0.0015068658,0.0016171848,0.0000064064275,0.8325434,0.000026101201,0.0019223298,0.05982573,0.074424356,0.0019796256],"about_ca_topic_score_codex":0.029469429,"about_ca_topic_score_gemma":0.21722487,"teacher_disagreement_score":0.18775544,"about_ca_system_score_codex":0.000041312345,"about_ca_system_score_gemma":0.00005194296,"threshold_uncertainty_score":0.99992615},"labels":[],"label_agreement":null},{"id":"W2623299499","doi":"","title":"Utilizing ‘Power-to-Gas’ Technology for Storing Energy and to Optimize the Synergy between Environmental Obligations and Economical Requirements","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hybrid Renewable Energy Systems","field":"Energy","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":"Energy (signal processing); Power (physics); Environmental economics; Engineering; Process engineering; Economics; Mathematics; Physics","score_opus":0.016201542401396894,"score_gpt":0.21851329302327296,"score_spread":0.20231175062187606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623299499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965788,0.00015304267,0.00012651015,0.0013144951,0.00036627208,0.00033220672,0.00009822414,0.000053833595,0.000976578],"genre_scores_gemma":[0.8572898,0.00012576696,0.0018071887,0.000017844604,0.00009376013,0.000012395196,0.000267708,0.00005853176,0.14032699],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99855024,0.000052071864,0.00021938219,0.0006210167,0.00016578786,0.00039153048],"domain_scores_gemma":[0.99877435,0.00008552577,0.0003100855,0.0005851939,0.000039212246,0.00020564285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017857514,0.0003174182,0.00056707393,0.0004557363,0.00072823506,0.000063113075,0.0005933692,0.0003558222,0.00003375641],"category_scores_gemma":[0.000032844324,0.0003349394,0.00010250542,0.00008086876,0.00015777697,0.00020234397,0.00023812724,0.00012220936,0.0000069564608],"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":[0.002348873,0.00046953076,0.019869922,0.0013480956,0.007614192,0.00017304743,0.23114544,0.041659843,0.22986676,0.07182919,0.009293694,0.3843814],"study_design_scores_gemma":[0.006798421,0.001777826,0.016868614,0.0019576536,0.0017291724,0.000040228646,0.47245708,0.0029494343,0.0823482,0.0028909934,0.4062043,0.003978053],"about_ca_topic_score_codex":0.03800713,"about_ca_topic_score_gemma":0.059702754,"teacher_disagreement_score":0.39691064,"about_ca_system_score_codex":0.00021315002,"about_ca_system_score_gemma":0.000045686636,"threshold_uncertainty_score":0.99991024},"labels":[],"label_agreement":null},{"id":"W2626761947","doi":"","title":"Assessing the use of δ18O-PO4 analysis for tracing source inputs and the cycling of phosphorus: Applications to the Grand River","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cycling; Phosphorus; Tracing; Environmental science; Computer science; Chemistry; Geography; Forestry","score_opus":0.029207422223026434,"score_gpt":0.25983927775419247,"score_spread":0.23063185553116602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626761947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96438116,0.000038133923,0.032208398,0.0025045816,0.00003547956,0.00071603624,0.000046986814,0.000007573231,0.000061677696],"genre_scores_gemma":[0.97758275,0.00006201917,0.0026193676,0.00008862519,0.000013381243,0.000005491333,0.000073490795,0.000009204593,0.01954566],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989333,0.00020034348,0.0002015054,0.00023686608,0.00028188556,0.0001460613],"domain_scores_gemma":[0.9986904,0.00037024944,0.00047337197,0.0003791219,0.000044091285,0.000042738913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075126585,0.00013673285,0.00034544757,0.00008455598,0.00050346967,0.000045293444,0.00039444288,0.00009411734,0.000037657202],"category_scores_gemma":[0.000022328857,0.000085208616,0.00023089287,0.00038514365,0.00044547103,0.00019097727,0.00010064602,0.00012545454,0.000003770562],"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":[0.0007016677,0.0002449769,0.020546049,0.00041177747,0.0016824801,5.270559e-7,0.8368636,0.09991795,0.00429695,0.0010679942,0.0015082763,0.03275776],"study_design_scores_gemma":[0.005673796,0.00025903128,0.5027015,0.00052391883,0.011242734,0.0000025589072,0.34419668,0.034229487,0.016356703,0.0013824723,0.08216641,0.0012647021],"about_ca_topic_score_codex":0.03075425,"about_ca_topic_score_gemma":0.023349542,"teacher_disagreement_score":0.4926669,"about_ca_system_score_codex":0.000037494523,"about_ca_system_score_gemma":0.000013111017,"threshold_uncertainty_score":0.9944718},"labels":[],"label_agreement":null},{"id":"W2650276515","doi":"","title":"Recombinant lysine:N§6-hydroxylase, structure-function relationship","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hermeneutics and Narrative 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; University of Waterloo","keywords":"Lysine; Recombinant DNA; Structure function; Chemistry; Biochemistry; Physics; Amino acid; Gene","score_opus":0.013805552242888501,"score_gpt":0.18867669016098093,"score_spread":0.17487113791809242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2650276515","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":[0.9820164,0.000066255314,0.0000019876438,0.0002696255,0.0017676213,0.00021773687,0.00012933942,0.000060468967,0.015470571],"genre_scores_gemma":[0.4321443,0.000012096208,0.000024188237,0.000005666742,0.00011198861,1.9496433e-7,0.0015001615,0.000017614828,0.56618375],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893767,0.00007389038,0.00018049388,0.00031749092,0.00027150352,0.0002189537],"domain_scores_gemma":[0.9990151,0.000033862583,0.000348408,0.00024670715,0.00029787625,0.00005806397],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095307165,0.00024296938,0.00035271666,0.00032997652,0.000685767,0.00008154072,0.00020970612,0.0002244334,0.0032809358],"category_scores_gemma":[0.000011547683,0.00026656658,0.00019522438,0.00008074788,0.00014038567,0.00032070247,0.0000265883,0.00030281598,0.00012582514],"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":[0.000996327,0.0006908706,0.00827619,0.0016133178,0.00092175696,0.00009598133,0.42614305,0.00019968301,0.004369551,0.29184613,0.26015416,0.0046929675],"study_design_scores_gemma":[0.0038784451,0.0011250188,0.19288215,0.0009445996,0.0025114059,0.000004256689,0.31459507,0.0004481668,0.0021062738,0.0857669,0.39286304,0.0028746622],"about_ca_topic_score_codex":0.07637164,"about_ca_topic_score_gemma":0.72832334,"teacher_disagreement_score":0.6519517,"about_ca_system_score_codex":0.00009078487,"about_ca_system_score_gemma":0.00007332596,"threshold_uncertainty_score":0.99997866},"labels":[],"label_agreement":null},{"id":"W2686176395","doi":"","title":"Cost Effectiveness Analysis of Riluzole for ALS in Ontario Home Care Setting","year":2017,"lang":"nl","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Health Systems, Economic Evaluations, Quality of Life","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":"Riluzole; Medicine; Cost analysis; Amyotrophic lateral sclerosis; Engineering; Operations research; Internal medicine","score_opus":0.1490450346649268,"score_gpt":0.3611912208019589,"score_spread":0.21214618613703212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2686176395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991853,0.0007490336,0.00016793094,0.0009288881,0.00072756066,0.002325294,0.0027465387,0.000013946434,0.0004878285],"genre_scores_gemma":[0.92390263,0.00014669656,0.0012099772,0.000055896275,0.00004905049,0.000019165253,0.0044692215,0.0000543503,0.070093036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953425,0.0006032592,0.0022207191,0.0010500845,0.00018002694,0.00060343026],"domain_scores_gemma":[0.9897348,0.0014763429,0.0071480386,0.0010104331,0.00044613038,0.00018422563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009407373,0.00044328452,0.0037179652,0.0024579621,0.0005147563,0.00006495084,0.00085367233,0.0004570348,0.0006025563],"category_scores_gemma":[0.00064673636,0.00072042196,0.0009493976,0.00035675432,0.00016918223,0.00069360144,0.00008966456,0.00038684162,0.00012200062],"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":[0.00033293336,0.00015432297,0.4988594,0.0055416543,0.0022074082,0.0000064438705,0.48779494,0.0036339532,0.000022447972,0.000820192,0.00028609205,0.0003402156],"study_design_scores_gemma":[0.0025843082,0.00015927466,0.66213536,0.001039154,0.0009406368,4.553839e-7,0.32755885,0.0031151092,0.000070299335,0.00024160447,0.0015119876,0.0006429346],"about_ca_topic_score_codex":0.86170524,"about_ca_topic_score_gemma":0.9435037,"teacher_disagreement_score":0.16327597,"about_ca_system_score_codex":0.0025335534,"about_ca_system_score_gemma":0.00080183265,"threshold_uncertainty_score":0.9995247},"labels":[],"label_agreement":null},{"id":"W2731484330","doi":"","title":"Missing Persons and Social Exclusion","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Social exclusion; Psychology; Data science; Political science; Computer science; Law","score_opus":0.021421804306745982,"score_gpt":0.27249222064005363,"score_spread":0.2510704163333076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731484330","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":[0.9902609,0.00018971633,0.0000023737236,0.0010480583,0.0005997945,0.0002880936,0.000045899975,0.000036616148,0.0075285663],"genre_scores_gemma":[0.1720011,0.000048430353,0.00025017106,0.00005726334,0.00007381257,5.530545e-7,0.0005639405,0.000024762832,0.82698],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990343,0.00007513966,0.00009507632,0.00033650734,0.00016670144,0.0002923017],"domain_scores_gemma":[0.99946195,0.00001739608,0.0002149072,0.00014682476,0.00005400383,0.00010489527],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008761646,0.00018752938,0.00030326092,0.00016843386,0.00048334867,0.000014663411,0.00014929008,0.00033766363,0.0015543574],"category_scores_gemma":[0.0000011342354,0.0002206103,0.000096459065,0.00006269419,0.000089027504,0.00010390909,0.000048242622,0.00021911554,0.00014186007],"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":[0.00027904633,0.00018380681,0.00065086805,0.0009272376,0.00013827583,0.000035078847,0.9321094,4.4255437e-8,0.005261535,0.0010247476,0.036671177,0.022718765],"study_design_scores_gemma":[0.0013489915,0.00020955612,0.050723594,0.0002160853,0.00018349127,0.000005379585,0.9419761,0.000008772057,0.0002277228,0.00016903802,0.0045939567,0.0003373559],"about_ca_topic_score_codex":0.07897686,"about_ca_topic_score_gemma":0.018945925,"teacher_disagreement_score":0.8194514,"about_ca_system_score_codex":0.00007521712,"about_ca_system_score_gemma":0.000044258024,"threshold_uncertainty_score":0.99935836},"labels":[],"label_agreement":null},{"id":"W2732228671","doi":"","title":"Evaluating Innovative Nutrient Management Options and Seasonal Groundwater Recharge Dynamics in an Agricultural Source Water Protection Area","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Water Nutrient Dynamics","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":"Groundwater recharge; Agriculture; Groundwater; Environmental science; Nutrient management; Nutrient; Water resource management; Hydrology (agriculture); Engineering; Ecology; Aquifer; Biology","score_opus":0.018116209928765142,"score_gpt":0.2207734284000764,"score_spread":0.20265721847131127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732228671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983064,0.00001110208,0.000098243414,0.00020847026,0.00017935046,0.0007394746,0.000019058018,0.000043515935,0.00039438813],"genre_scores_gemma":[0.9073705,0.00003574226,0.0015001222,0.000008011302,0.000024138208,0.000010491679,0.0022437433,0.000025920028,0.08878135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832946,0.000119609875,0.00018666883,0.00050920714,0.00042147256,0.0004335798],"domain_scores_gemma":[0.9994431,0.0000074494887,0.00017198373,0.0002037336,0.00006542752,0.00010830499],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033843736,0.00029569323,0.00027857852,0.00019970207,0.00027916647,0.000039591625,0.00023694898,0.000248667,0.0001657801],"category_scores_gemma":[0.000002522654,0.00025006436,0.0000623827,0.00034200982,0.0001116454,0.00070631685,0.00021553478,0.00031238384,0.00005451126],"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":[0.0016309264,0.002200362,0.47243845,0.0010498144,0.00034198991,0.00005887841,0.45625147,0.0027199325,0.01870491,0.001104738,0.00019408794,0.043304436],"study_design_scores_gemma":[0.0026008498,0.00071453676,0.6302981,0.00043260652,0.00029694533,0.000017374696,0.3212754,0.03905326,0.0018390245,0.0018758101,0.00025082447,0.0013453007],"about_ca_topic_score_codex":0.011517917,"about_ca_topic_score_gemma":0.018783592,"teacher_disagreement_score":0.15785962,"about_ca_system_score_codex":0.0007631475,"about_ca_system_score_gemma":0.0000057671623,"threshold_uncertainty_score":0.9999952},"labels":[],"label_agreement":null},{"id":"W2736648231","doi":"","title":"Environmental controls of sediment mercury accumulation in a large, glacially-fed lake","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mercury impact and mitigation 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":"Mercury (programming language); Environmental science; Sediment; Geology; Hydrology (agriculture); Geomorphology; Computer science; Geotechnical engineering","score_opus":0.014367732758194423,"score_gpt":0.2412388421750545,"score_spread":0.2268711094168601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736648231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957712,0.00006611915,0.0000039321885,0.00014991975,0.00015913765,0.000408886,0.00017100888,0.000011472158,0.0032583114],"genre_scores_gemma":[0.8820256,0.00016332137,0.0001262789,0.000011560938,0.000013034615,9.796047e-7,0.00046112196,0.000012680549,0.11718541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877596,0.000062153485,0.00020160999,0.0002917121,0.00041582197,0.0002527331],"domain_scores_gemma":[0.99905187,0.000028388675,0.0005416658,0.00029268663,0.000011229901,0.000074138945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022010137,0.00021230993,0.00046445744,0.000120068216,0.00019554625,0.0000100148,0.00030457717,0.00020127736,0.003421356],"category_scores_gemma":[0.000017583676,0.00024156047,0.00014255072,0.00006566708,0.00016910986,0.0003336351,0.000097049386,0.00014978605,0.00011545344],"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":[0.0017157085,0.00097065966,0.42148483,0.00034063924,0.0004273535,0.000068644506,0.38925144,0.00031783036,0.16359721,0.00010835539,0.0036053592,0.018111972],"study_design_scores_gemma":[0.0022748308,0.00015402368,0.92150176,0.00014925093,0.00015522813,7.147767e-7,0.067172654,0.0001465127,0.0038125576,0.00009923219,0.00417005,0.00036316825],"about_ca_topic_score_codex":0.010531853,"about_ca_topic_score_gemma":0.17788124,"teacher_disagreement_score":0.5000169,"about_ca_system_score_codex":0.00013221924,"about_ca_system_score_gemma":0.000022882867,"threshold_uncertainty_score":0.99748963},"labels":[],"label_agreement":null},{"id":"W2737101188","doi":"","title":"The Commodification of Rural Heritage: Creative Destruction in Newfoundland and Labrador","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","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":"Commodification; Geography; Archaeology; Genealogy; History; Cartography; Economy; Economics","score_opus":0.024534923659061948,"score_gpt":0.20339755367705598,"score_spread":0.17886263001799402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737101188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99411047,0.00010727484,3.5382044e-7,0.0003953791,0.00022167516,0.00024309882,0.000018208191,0.000012647814,0.00489087],"genre_scores_gemma":[0.68041885,0.00020684424,0.000056357632,0.0000022451331,0.000040588955,6.9401676e-7,0.00040382732,0.0000068896375,0.31886372],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99954045,0.000044896686,0.00011015883,0.00009523901,0.00011897073,0.00009028698],"domain_scores_gemma":[0.999451,0.000036850746,0.0002259745,0.00012655315,0.00014234951,0.000017285314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000108040105,0.00010603057,0.0001666022,0.000089636225,0.00029399997,0.000058041027,0.00014841295,0.000092336624,0.00020690219],"category_scores_gemma":[0.000007801757,0.000089794696,0.000043313612,0.000042763473,0.00019465512,0.00033415726,0.000025919084,0.00016766327,0.0000028818076],"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":[0.00045030456,0.00004129313,0.0034036974,0.00035423302,0.000073244184,0.0000016213995,0.92370486,0.0000027041199,0.0019191236,0.048841845,0.00052126736,0.020685796],"study_design_scores_gemma":[0.00048764204,0.000077231954,0.09425624,0.0001276158,0.000075917706,2.6683986e-7,0.8965109,0.00011199768,0.00008235925,0.0016984685,0.0064171893,0.00015420142],"about_ca_topic_score_codex":0.26236275,"about_ca_topic_score_gemma":0.9154437,"teacher_disagreement_score":0.65308094,"about_ca_system_score_codex":0.000026909089,"about_ca_system_score_gemma":0.0000102909,"threshold_uncertainty_score":0.74254924},"labels":[],"label_agreement":null},{"id":"W2745908759","doi":"","title":"Predictive Modeling of a PEMFC Cathode Humidifier","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fuel Cells and Related Materials","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":"Proton exchange membrane fuel cell; Cathode; Fuel cells; Engineering; Chemical engineering; Electrical engineering","score_opus":0.006884794949928928,"score_gpt":0.17596375531347083,"score_spread":0.1690789603635419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745908759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917128,0.0006237327,0.0000525812,0.0000142087765,0.0010136458,0.00018580623,0.000094301504,0.00010662452,0.006196271],"genre_scores_gemma":[0.8462239,0.002852691,0.0026853515,0.0000015350844,0.00008607088,7.2589603e-7,0.0006416763,0.00009640346,0.14741163],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99925154,0.000018179144,0.00015816781,0.0001980633,0.0001760086,0.00019806405],"domain_scores_gemma":[0.999424,0.000012730128,0.00011840418,0.00024402427,0.00013795844,0.00006292346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008684675,0.00021654565,0.00044559958,0.0002033718,0.000060098988,0.000007774772,0.00024692895,0.00065895595,0.00023322809],"category_scores_gemma":[0.000004632687,0.00024357442,0.00013298303,0.00009078842,0.000042908032,0.00010833993,0.000027486889,0.00036805155,0.00002042417],"study_design_candidate":"simulation_or_modeling","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":[0.00041351025,0.00011020111,0.000023954412,0.0100331195,0.00071958516,0.000053871736,0.26712835,0.29116815,0.4287704,0.000066035565,0.0010274152,0.00048541176],"study_design_scores_gemma":[0.0027390306,0.0004190362,0.00034329857,0.0022762637,0.0018496036,0.000010983384,0.23742032,0.55125177,0.19920045,0.0010940961,0.0013238073,0.002071364],"about_ca_topic_score_codex":0.007782464,"about_ca_topic_score_gemma":0.005264049,"teacher_disagreement_score":0.26008362,"about_ca_system_score_codex":0.000031689407,"about_ca_system_score_gemma":0.0000358233,"threshold_uncertainty_score":0.9988248},"labels":[],"label_agreement":null},{"id":"W2746214290","doi":"","title":"Narrowing the knowledge to action gap: A mixed methods exploration of the implementation of knowledge exchange strategies","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Action (physics); Knowledge management; Psychology; Computer science; Physics","score_opus":0.15583585383724063,"score_gpt":0.4675172844551511,"score_spread":0.3116814306179105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746214290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98900837,0.00029209748,0.00018997923,0.0021472238,0.002005847,0.0020616176,0.00004638382,0.000028869226,0.004219588],"genre_scores_gemma":[0.7725037,0.0005802764,0.0035844918,0.00004509937,0.00015469186,0.00004610249,0.0005160066,0.000053647313,0.22251602],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969037,0.0018594768,0.00043301887,0.00022650449,0.0002540514,0.0003232061],"domain_scores_gemma":[0.9967042,0.00039881226,0.0012654323,0.00075575965,0.0007830199,0.00009276125],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017563778,0.00021900483,0.0004923556,0.000310021,0.001866595,0.0000104391875,0.00075986516,0.00030216284,0.00029279068],"category_scores_gemma":[0.000092465576,0.00017481057,0.00016648335,0.000311821,0.00008985273,0.00046979924,0.00025912205,0.0005637609,0.000026465204],"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":[0.00023024721,0.00006770499,0.000395201,0.0032126107,0.00007871851,2.395185e-7,0.9149237,0.000003324927,0.004789817,0.0006306648,0.0036326607,0.07203508],"study_design_scores_gemma":[0.00066061714,0.00010851445,0.06169425,0.00094194664,0.00012272024,1.4132773e-7,0.92410994,0.000017724782,0.0035532902,0.00046924266,0.008171212,0.00015038182],"about_ca_topic_score_codex":0.058671426,"about_ca_topic_score_gemma":0.64796436,"teacher_disagreement_score":0.58929294,"about_ca_system_score_codex":0.0002559212,"about_ca_system_score_gemma":0.0015686797,"threshold_uncertainty_score":0.99943286},"labels":[],"label_agreement":null},{"id":"W2746381337","doi":"","title":"Assessing the Sampling Design of the Community Aquatic Monitoring Program (CAMP)","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Sampling (signal processing); Sampling design; Environmental science; Computer science; Engineering; Medicine; Telecommunications; Environmental health","score_opus":0.046787196514830647,"score_gpt":0.2751638775301903,"score_spread":0.22837668101535963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746381337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99565464,0.000014784523,0.00005479557,0.00041893643,0.00025805758,0.00055232906,0.0000014710251,0.000022883823,0.0030220847],"genre_scores_gemma":[0.89573395,0.000072204406,0.002732673,0.000008819187,0.000013399037,0.000002539211,0.000012478313,0.000011568669,0.10141236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999097,0.00026727116,0.00009317407,0.00014607057,0.00021519588,0.00018128932],"domain_scores_gemma":[0.9988095,0.00015348055,0.00045624672,0.0005466029,0.00001536453,0.000018763347],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00053297775,0.00014019228,0.00022225526,0.000030080055,0.0021080317,0.000033897282,0.0010756119,0.00011929586,0.00009594292],"category_scores_gemma":[0.00006198303,0.000104305145,0.00009562396,0.00008625515,0.00048264832,0.00026647092,0.00037932454,0.00037911325,0.00001941543],"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":[0.00014174245,0.0007580875,0.49711433,0.0008135513,0.0008243777,0.000009867858,0.43975577,0.003951433,0.005172367,0.000053100066,0.0076595373,0.043745838],"study_design_scores_gemma":[0.00016546302,0.00005953468,0.80892974,0.00019430886,0.00022726948,2.621723e-7,0.18903075,0.00020291145,0.0005258492,0.0003028868,0.00023206125,0.00012896434],"about_ca_topic_score_codex":0.02450951,"about_ca_topic_score_gemma":0.050897434,"teacher_disagreement_score":0.31181538,"about_ca_system_score_codex":0.00007333581,"about_ca_system_score_gemma":0.000014065695,"threshold_uncertainty_score":0.9991911},"labels":[],"label_agreement":null},{"id":"W2746444728","doi":"","title":"Fabrication and characterization of biomimetic dry adhesives supported by foam backing material","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Additive Manufacturing and 3D Printing Technologies","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":"University of Waterloo","keywords":"Characterization (materials science); Adhesive; Fabrication; Materials science; Metal foam; Nanotechnology; Composite material; Polymer science; Medicine","score_opus":0.007550504173814485,"score_gpt":0.18685932229526261,"score_spread":0.17930881812144814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746444728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988952,0.00003091946,0.00007626375,0.000037612666,0.0002599672,0.0001401365,0.00020724961,0.00019336313,0.00015924494],"genre_scores_gemma":[0.97485685,0.00033998577,0.00040891254,5.018628e-7,0.000018795272,5.321246e-7,0.0022834304,0.000026473603,0.022064539],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944466,0.000015639846,0.00011402377,0.00019155335,0.000098637465,0.00013546147],"domain_scores_gemma":[0.9993534,0.000014152113,0.00028247247,0.00024557157,0.000078845085,0.000025528783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000521591,0.000173113,0.00030135186,0.0002139817,0.00010604637,0.00002327025,0.00024187121,0.00026096453,0.00008327546],"category_scores_gemma":[0.000017146036,0.00021200426,0.00005072967,0.00004240669,0.00009981987,0.00017050828,0.00004036916,0.00010888305,0.000004610062],"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":[0.000050205657,0.000017084636,0.0004942151,0.0008300481,0.00012487278,0.0000032025207,0.008735694,0.0000029437178,0.9565725,0.000018330205,0.00030395444,0.03284697],"study_design_scores_gemma":[0.00021750315,0.000042489122,0.0628677,0.00025528885,0.000099644305,4.3700257e-7,0.0071189664,0.0002095294,0.9285333,0.000061420906,0.00035752525,0.00023615517],"about_ca_topic_score_codex":0.0013185466,"about_ca_topic_score_gemma":0.00022538955,"teacher_disagreement_score":0.062373485,"about_ca_system_score_codex":0.00002377947,"about_ca_system_score_gemma":0.000010949628,"threshold_uncertainty_score":0.8645283},"labels":[],"label_agreement":null},{"id":"W2748203350","doi":"","title":"Multi-stressor impacts on fish energetics and stress response: a comparison between lab and field studies","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aquaculture Nutrition and Growth","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":"Stressor; Energetics; Fish <Actinopterygii>; Fight-or-flight response; Field (mathematics); Environmental science; Fishery; Ecology; Biology; Psychology; Clinical psychology; Mathematics","score_opus":0.037398292456800195,"score_gpt":0.26960664157991476,"score_spread":0.23220834912311455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748203350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99386674,0.00043083573,5.089373e-8,0.004953872,0.000048469414,0.00014045482,0.0004821005,0.00002334945,0.00005412924],"genre_scores_gemma":[0.9072807,0.0010173748,0.0001354107,0.000046800924,0.00006898644,3.813403e-7,0.00056502875,0.0000017309308,0.09088358],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99920005,0.00009419758,0.0000957292,0.0002842431,0.00015844963,0.00016731465],"domain_scores_gemma":[0.9992069,0.0002585754,0.00023886004,0.00007048346,0.00011616512,0.00010901023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010776673,0.00018932424,0.00040347388,0.000031796822,0.0004281033,0.000044991455,0.00019678802,0.00028156402,0.000034470544],"category_scores_gemma":[0.00009049014,0.00009696066,0.0000659168,0.00004884518,0.00010850916,0.00007628381,0.000055822235,0.00018782377,0.000002602458],"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":[0.009541582,0.0011136851,0.26626918,0.002061659,0.001360537,0.00018693367,0.2911119,0.0000040973873,0.24290065,0.00010251997,0.065211676,0.12013558],"study_design_scores_gemma":[0.0007176638,0.00094062614,0.81245494,0.00066098414,0.00014669805,8.0241836e-7,0.16325557,0.000010580022,0.017423972,0.00003206428,0.0040102955,0.00034581797],"about_ca_topic_score_codex":0.0041284095,"about_ca_topic_score_gemma":0.100636646,"teacher_disagreement_score":0.54618573,"about_ca_system_score_codex":0.000015480186,"about_ca_system_score_gemma":0.000005870023,"threshold_uncertainty_score":0.9157744},"labels":[],"label_agreement":null},{"id":"W2748585935","doi":"","title":"La gerçure énorme » de l’être à venir chez Yves Préfontaine","year":2012,"lang":"fr","type":"book-chapter","venue":"UWSpace (University of Waterloo)","topic":"Diverse Cultural and Historical 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":"Humanities; Art","score_opus":0.02428293540343624,"score_gpt":0.20648633193619753,"score_spread":0.1822033965327613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748585935","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3165253,0.006724118,0.000010051616,0.018891243,0.0012288073,0.0005449003,0.00023409855,0.00019432652,0.65564716],"genre_scores_gemma":[0.11297102,0.0056072557,0.0005713006,0.00004425379,0.00037072884,2.5750907e-7,0.000022357615,0.000020441965,0.8803924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981653,0.00014793193,0.0001479784,0.00039454876,0.00048745298,0.00065677275],"domain_scores_gemma":[0.9988139,0.00010381607,0.00030989514,0.00019669867,0.0001982247,0.0003774235],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034781813,0.00039524853,0.00066126045,0.000100836216,0.0012047093,0.000025021607,0.0005770249,0.0006738778,0.0044045574],"category_scores_gemma":[0.000021206295,0.0004032791,0.00046204796,0.0001250538,0.0027721042,0.00043365144,0.00035780793,0.00048353962,0.0008762271],"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":[0.00010266017,0.00017294406,0.0021243736,0.0002501917,0.0005072281,0.00021599187,0.4651371,0.000005705006,0.0002433379,0.50333613,0.0058518937,0.022052467],"study_design_scores_gemma":[0.00036719782,0.00011241083,0.002671442,0.00018542247,0.00044960206,0.0000061888927,0.094875894,0.0000025695686,0.000011099503,0.0012306925,0.8996075,0.00048002414],"about_ca_topic_score_codex":0.17254424,"about_ca_topic_score_gemma":0.08659884,"teacher_disagreement_score":0.89375556,"about_ca_system_score_codex":0.0007798527,"about_ca_system_score_gemma":0.00010906767,"threshold_uncertainty_score":0.99994177},"labels":[],"label_agreement":null},{"id":"W2748894416","doi":"","title":"Impacts of Hydromodification and Sediment Supply Alterations on Bedload Transport and Bed Morphology in Urbanizing Gravel-bed Rivers","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrology and Sediment Transport Processes","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bed load; Sediment transport; Sediment; Geology; Hydrology (agriculture); Geotechnical engineering; Geomorphology","score_opus":0.009042852929971871,"score_gpt":0.2039463896700087,"score_spread":0.19490353674003683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748894416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987297,0.000068083355,0.0000031527993,0.0004293126,0.000058672707,0.00027713727,0.000050632152,0.00001114618,0.00037216637],"genre_scores_gemma":[0.99367374,0.0003982854,0.00021469775,0.000014205423,0.0000042853594,9.5044845e-7,0.0005357153,0.000009828362,0.0051482697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990418,0.000035318717,0.00015856705,0.0003890009,0.00017922616,0.0001960771],"domain_scores_gemma":[0.99941146,0.00002446682,0.00025763517,0.00020653354,0.000016089367,0.00008378916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014868357,0.00018948624,0.0003453213,0.00017394799,0.00020012067,0.000005595756,0.00019914833,0.0002604661,0.00031245817],"category_scores_gemma":[0.0000051136517,0.00021741827,0.000047472153,0.00007600489,0.00033376747,0.0002639893,0.000015138917,0.00018260567,0.000008263105],"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":[0.0011886447,0.00045847674,0.5369615,0.0005039396,0.00016790132,0.00015853214,0.25679648,0.00057046267,0.20025378,0.0002132901,0.00014758337,0.0025794194],"study_design_scores_gemma":[0.0018829586,0.00047393935,0.95311576,0.00022017561,0.00026563767,0.000005671453,0.010318795,0.00018946662,0.03275897,0.00030010758,0.00010233249,0.0003661894],"about_ca_topic_score_codex":0.035508808,"about_ca_topic_score_gemma":0.0738111,"teacher_disagreement_score":0.41615427,"about_ca_system_score_codex":0.000049614227,"about_ca_system_score_gemma":0.000025566802,"threshold_uncertainty_score":0.9709138},"labels":[],"label_agreement":null},{"id":"W2750587932","doi":"","title":"Attachment and Sexual Communication Behaviour","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Attachment and Relationship Dynamics","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":"Canadian Institutes of Health Research; Government of Ontario","keywords":"Psychology","score_opus":0.02181388046798952,"score_gpt":0.3242625865842805,"score_spread":0.30244870611629093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750587932","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":[0.9873634,0.0005164235,0.000008621502,0.0005212663,0.00031781118,0.0002633445,0.000039106275,0.000039374812,0.010930626],"genre_scores_gemma":[0.3283141,0.00010894206,0.00035039443,0.0000033879426,0.000014845177,6.150653e-7,0.0012036167,0.000015001649,0.6699891],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991993,0.00008635328,0.00011137254,0.00028133608,0.00015211408,0.0001695294],"domain_scores_gemma":[0.9987721,0.000033074626,0.00040935926,0.00063524547,0.00008272889,0.00006751672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014335051,0.00017705077,0.0002701884,0.0001561351,0.00050786906,0.000025113553,0.00041076425,0.00044256222,0.0005104464],"category_scores_gemma":[0.0000029491432,0.00020935414,0.00006602303,0.000037054204,0.00015451177,0.00013761193,0.00006268247,0.0003359464,0.00008702997],"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":[0.00044564225,0.0003644767,0.42224938,0.00024363468,0.00059001695,0.000051607873,0.53608316,0.000007413168,0.0002194185,0.0065236003,0.008718399,0.024503244],"study_design_scores_gemma":[0.0008847073,0.00012870254,0.6953086,0.00010681485,0.00044957778,0.0000041149588,0.30126008,0.000056617002,0.000010226652,0.00018326505,0.0012845767,0.00032270583],"about_ca_topic_score_codex":0.03379697,"about_ca_topic_score_gemma":0.049445465,"teacher_disagreement_score":0.65905845,"about_ca_system_score_codex":0.00004712415,"about_ca_system_score_gemma":0.000029114075,"threshold_uncertainty_score":0.97263706},"labels":[],"label_agreement":null},{"id":"W2750707770","doi":"","title":"Experimental Study of Thermal Degradation of Fire Resisting Compartment Partitions in Fires","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fire dynamics and safety research","field":"Engineering","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":"Degradation (telecommunications); Compartment (ship); Environmental science; Thermal; Forensic engineering; Engineering; Geology; Geography; Meteorology; Electrical engineering","score_opus":0.020339839585201688,"score_gpt":0.2453751925027751,"score_spread":0.2250353529175734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750707770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987574,0.000121569305,7.7776883e-7,0.000018034221,0.00007643895,0.00028075255,0.000045330227,0.000014161126,0.00068552024],"genre_scores_gemma":[0.9844419,0.000032372696,0.00008218762,1.07371626e-7,0.0000051166635,0.0000012036121,0.00029946375,0.000013039058,0.015124648],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993276,0.00003489917,0.00015473076,0.00013015262,0.00022160365,0.00013099896],"domain_scores_gemma":[0.99950165,0.000024210092,0.00014007116,0.00023970663,0.00006586974,0.000028483271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009601029,0.00011408716,0.00030313988,0.00014367589,0.00010444704,0.0000066274206,0.00023950954,0.000088353685,0.00007628632],"category_scores_gemma":[0.000005893986,0.0001384494,0.00006476236,0.00007005431,0.000043351472,0.00010108023,0.000029888099,0.00012473248,0.0000016539105],"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":[0.0011780785,0.0044315793,0.04632871,0.0031594834,0.0009596113,0.00012095514,0.6604631,0.057564903,0.21126771,0.0002348813,0.00060698023,0.013683983],"study_design_scores_gemma":[0.0022993195,0.0007725246,0.40503496,0.0008352679,0.00011055453,4.5613282e-7,0.5091958,0.057281453,0.024014737,0.000018147442,0.000028696692,0.00040806032],"about_ca_topic_score_codex":0.028348021,"about_ca_topic_score_gemma":0.06218986,"teacher_disagreement_score":0.35870624,"about_ca_system_score_codex":0.00006452986,"about_ca_system_score_gemma":0.000023869961,"threshold_uncertainty_score":0.9781223},"labels":[],"label_agreement":null},{"id":"W2751261108","doi":"","title":"Bone health in adults with epilepsy","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pharmacological Effects and Toxicity 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":"Epilepsy; Bone health; Medicine; Psychology; Psychiatry; Osteoporosis; Internal medicine; Bone mineral","score_opus":0.013484741023620583,"score_gpt":0.26038495128942485,"score_spread":0.24690021026580428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751261108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905161,0.0004808958,5.87317e-7,0.0055323564,0.00010652752,0.0006255637,0.00002763076,0.00003145649,0.0026788737],"genre_scores_gemma":[0.63588345,0.001627737,0.00037104893,0.00015021073,0.000045897537,0.0000010138845,0.00037049426,0.000020064765,0.36153007],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99907887,0.000040868737,0.00010284945,0.00031085307,0.00019527118,0.00027125873],"domain_scores_gemma":[0.99920785,0.00002723453,0.00030499932,0.00022889135,0.000094471754,0.000136524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013349633,0.00019772639,0.0007857729,0.00019460228,0.00019043329,0.0000056921117,0.00013952663,0.00016936082,0.00013532041],"category_scores_gemma":[0.000020741305,0.00016694899,0.00010033094,0.000084345396,0.00011798912,0.00007923702,0.000029275288,0.00035270138,0.000019655225],"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":[0.051367827,0.0037545701,0.062375408,0.022252763,0.0019947267,0.0062095164,0.62264365,0.000030285384,0.0058579124,0.00030568292,0.044511043,0.17869662],"study_design_scores_gemma":[0.01409253,0.0052525867,0.8270056,0.008510927,0.00042405364,0.00002431883,0.1390886,0.00010825935,0.0009058953,0.00006359105,0.003863499,0.00066014775],"about_ca_topic_score_codex":0.04002041,"about_ca_topic_score_gemma":0.13472639,"teacher_disagreement_score":0.7646302,"about_ca_system_score_codex":0.00010398376,"about_ca_system_score_gemma":0.00014068608,"threshold_uncertainty_score":0.9663722},"labels":[],"label_agreement":null},{"id":"W2751284706","doi":"","title":"Granger Causal Network Learning and the Depth Wise Grouped LASSO","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Bayesian Modeling and Causal 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":"Lasso (programming language); Artificial intelligence; Granger causality; Machine learning; Computer science; Econometrics; Mathematics","score_opus":0.012743139306401929,"score_gpt":0.21672826344625779,"score_spread":0.20398512413985587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751284706","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":[0.9381272,0.0027743,0.04223529,0.005217235,0.0018940902,0.00069595646,0.000008476606,0.00039166308,0.008655773],"genre_scores_gemma":[0.39903077,0.0010209893,0.007134145,0.000032517855,0.00013853014,0.0000010007193,0.00009228868,0.000025496065,0.59252423],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987378,0.00016143991,0.00010302745,0.000427125,0.00026597173,0.0003046018],"domain_scores_gemma":[0.9988252,0.00010883311,0.00033354203,0.00049762975,0.00014223444,0.0000925595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004182445,0.00021997062,0.00038314718,0.0000788264,0.00082619063,0.0001736503,0.0010637081,0.00023430024,0.000017358003],"category_scores_gemma":[0.000035879337,0.00019171475,0.00012287775,0.00010176855,0.00021896622,0.00034568558,0.00017849798,0.00047874375,0.000021582764],"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":[0.0017287321,0.00019077538,0.0059328363,0.00093599776,0.0011094643,0.0012104415,0.52828664,0.0021734398,0.0009583576,0.10839559,0.016507193,0.33257052],"study_design_scores_gemma":[0.022969544,0.0017003795,0.10280661,0.0069102477,0.0029524562,0.00039160898,0.14628913,0.5882723,0.0007490461,0.071424976,0.047075838,0.00845789],"about_ca_topic_score_codex":0.014624067,"about_ca_topic_score_gemma":0.031105492,"teacher_disagreement_score":0.58609885,"about_ca_system_score_codex":0.000020390582,"about_ca_system_score_gemma":0.000074668824,"threshold_uncertainty_score":0.99193764},"labels":[],"label_agreement":null},{"id":"W2751425719","doi":"","title":"Systematic Reviews and the Evolving Role of Librarians","year":2014,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","topic":"Meta-analysis and systematic reviews","field":"Decision 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":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Political science; Computer science","score_opus":0.18906957466807028,"score_gpt":0.3230639698548813,"score_spread":0.133994395186811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751425719","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007086962,0.16722739,0.0061207255,0.005283397,0.00086623867,0.017198205,0.00015013294,0.00006421907,0.79600275],"genre_scores_gemma":[0.0012250011,0.000833743,0.0027062534,0.000028307197,0.000036794445,0.0000016410212,0.0000031252878,0.000042928903,0.9951222],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9837466,0.0109323785,0.00265857,0.00058561395,0.0019146794,0.0001621965],"domain_scores_gemma":[0.982919,0.0025319278,0.010588545,0.003590655,0.00027232242,0.00009756771],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.04361752,0.00030781046,0.00705444,0.0004962761,0.000091223745,0.00014548282,0.002179905,0.00018207639,0.013827149],"category_scores_gemma":[0.006020494,0.0001351474,0.0017152403,0.0005062699,0.00032845783,0.00012654351,0.0003074428,0.00012760182,0.0013666605],"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":[0.000011254621,0.000024389234,0.0004730653,0.019306432,0.0008882731,0.000002497656,0.030979985,0.000002692184,0.00003445425,0.0054689744,0.9415379,0.0012700444],"study_design_scores_gemma":[0.0014594494,0.00008173393,0.00028971606,0.021016901,0.0052383104,0.00001626114,0.105318956,0.007519598,0.000007998578,0.0042151157,0.8541497,0.00068623776],"about_ca_topic_score_codex":0.003624761,"about_ca_topic_score_gemma":0.0031383536,"teacher_disagreement_score":0.19911946,"about_ca_system_score_codex":0.000009457266,"about_ca_system_score_gemma":0.000025591171,"threshold_uncertainty_score":0.99941087},"labels":[],"label_agreement":null},{"id":"W2752208571","doi":"","title":"Thinking outside the 'water box' in the Detroit River Area of Concern","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"American Environmental and Regional History","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":"Geography; Environmental planning","score_opus":0.01119684612761134,"score_gpt":0.18557110303648522,"score_spread":0.17437425690887387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752208571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869296,0.00006930262,0.0000043415803,0.001090402,0.00011228614,0.00020799659,0.000011818442,0.0000061341148,0.011568112],"genre_scores_gemma":[0.6694942,0.00009974892,0.0000861749,0.00006522869,0.00001206171,5.264507e-7,0.000062631756,0.000010377742,0.33016902],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99886864,0.00007725537,0.00010278145,0.00024961008,0.0004996847,0.00020199934],"domain_scores_gemma":[0.9992276,0.000032828728,0.00028074102,0.0004220977,0.000005676496,0.00003109721],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020974655,0.00016735634,0.00024482462,0.000042658736,0.00036764052,0.000006053804,0.001182348,0.00011985217,0.0010090885],"category_scores_gemma":[0.000003169458,0.000090744245,0.00015454045,0.000043526918,0.002528089,0.0001511091,0.00015341926,0.00024644533,0.00014918022],"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":[0.00017320909,0.00016063714,0.020085601,0.00007021457,0.00007838003,0.00008484495,0.9590094,0.0006366655,0.0070942896,0.00005162579,0.007167931,0.0053872187],"study_design_scores_gemma":[0.0006939506,0.00016434927,0.36776438,0.00020441921,0.00019718078,0.000009650727,0.5983122,0.00006697439,0.0021280018,0.0008988535,0.029081512,0.00047854814],"about_ca_topic_score_codex":0.07228074,"about_ca_topic_score_gemma":0.047802925,"teacher_disagreement_score":0.3606972,"about_ca_system_score_codex":0.00016510022,"about_ca_system_score_gemma":0.000011245986,"threshold_uncertainty_score":0.9999041},"labels":[],"label_agreement":null},{"id":"W2752603744","doi":"","title":"Technical and Economic Assessment of Ground Source Heat Pump Systems (GSHPs) in Ontario","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geothermal Energy Systems and Applications","field":"Energy","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":"Heat pump; Environmental science; Engineering; Mechanical engineering; Heat exchanger","score_opus":0.011347744138720443,"score_gpt":0.21426235077347788,"score_spread":0.20291460663475744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752603744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871887,0.000059957954,0.000009312078,0.00008523541,0.000160416,0.00024558732,0.00001728526,0.000021978713,0.012211558],"genre_scores_gemma":[0.6780663,0.000027088907,0.000094050105,9.851581e-7,0.000016399243,0.0000024815024,0.00016538193,0.00001702284,0.32161027],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99906886,0.000044606237,0.00022119992,0.00034210423,0.00013734435,0.00018591211],"domain_scores_gemma":[0.9990238,0.000025524214,0.0003436816,0.0004769461,0.000059713926,0.000070350754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015324578,0.00020131348,0.0005708165,0.00019138333,0.00013726391,0.000031298747,0.00035676657,0.00034353847,0.00014515572],"category_scores_gemma":[0.0000022069823,0.0002335296,0.000096284726,0.000037549253,0.0000898991,0.00013897703,0.000052063457,0.00023286218,0.000010608773],"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":[0.0008855149,0.0014683,0.113075025,0.005774067,0.0016357254,0.00015559208,0.19639467,0.37375212,0.08719172,0.20884864,0.0012657257,0.0095529035],"study_design_scores_gemma":[0.0029416732,0.00029786993,0.82370365,0.0016827559,0.0003703122,0.000025658399,0.11018521,0.010840503,0.00048195184,0.00023624272,0.04802134,0.0012128319],"about_ca_topic_score_codex":0.99066675,"about_ca_topic_score_gemma":0.9910315,"teacher_disagreement_score":0.7106286,"about_ca_system_score_codex":0.00033379026,"about_ca_system_score_gemma":0.00021463809,"threshold_uncertainty_score":0.95230603},"labels":[],"label_agreement":null},{"id":"W2752653631","doi":"","title":"Dissimilar joining of Carbon/Carbon composites to Ti6Al4V and copper by reactive resistance spot welding","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Welding Techniques 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","keywords":"Spot welding; Copper; Materials science; Carbon fibers; Composite material; Welding; Reinforced carbon–carbon; Metallurgy; Composite number","score_opus":0.006244163473605419,"score_gpt":0.20498176923315123,"score_spread":0.1987376057595458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752653631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942643,0.00048233825,0.00007620341,0.00018315436,0.0000816798,0.00020380842,0.00006789764,0.00015059902,0.004489989],"genre_scores_gemma":[0.92893076,0.00093205384,0.011669554,0.0000046852642,0.000022102317,0.0000012927433,0.00023523282,0.00008505778,0.058119256],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989952,0.000022712533,0.00016278769,0.00034764232,0.00022950716,0.00024215791],"domain_scores_gemma":[0.9989824,0.000045428184,0.00026822404,0.00045249148,0.0001471456,0.000104310595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001028262,0.00028846582,0.00064853235,0.00031121794,0.00014187302,0.000018272394,0.00035759757,0.00025102415,0.000012927548],"category_scores_gemma":[0.000027107604,0.00037093717,0.00009897334,0.00015143439,0.000075963595,0.00014813787,0.000059330956,0.00026432198,5.9128485e-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":[0.0005571319,0.000058674043,0.0025801056,0.001729632,0.00096330646,0.00007667921,0.08162999,0.0028776533,0.90143895,0.00010014534,0.004940912,0.0030468137],"study_design_scores_gemma":[0.0011816411,0.00026545962,0.0046050386,0.004486702,0.0015267583,0.0000035371343,0.08617239,0.007002057,0.88686824,0.00051026855,0.005158757,0.002219175],"about_ca_topic_score_codex":0.004432923,"about_ca_topic_score_gemma":0.008339336,"teacher_disagreement_score":0.06533357,"about_ca_system_score_codex":0.00012511881,"about_ca_system_score_gemma":0.00001556516,"threshold_uncertainty_score":0.99987423},"labels":[],"label_agreement":null},{"id":"W2752775844","doi":"","title":"Investigating the Impact of the 2012 Canadian Graphic Health Warning Label Revisions: Findings from the ITC Canada Survey","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Clinical practice guidelines 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":"Data science; Computer science","score_opus":0.1174611023940123,"score_gpt":0.3754556257019928,"score_spread":0.2579945233079805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752775844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659582,0.0003914449,6.6061205e-7,0.031743005,0.0003579459,0.00072925177,0.0007338085,0.0000071918485,0.00007852112],"genre_scores_gemma":[0.9715217,0.00039379305,0.00015201562,0.000624487,0.000079035395,6.5614756e-7,0.0025819235,0.000032696626,0.02461371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977072,0.0006446723,0.00045946753,0.00029196392,0.00054707594,0.00034962557],"domain_scores_gemma":[0.99513376,0.001594801,0.0015827053,0.0009248741,0.00049543235,0.0002684505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021333038,0.00023136585,0.00053432194,0.000096979806,0.0012491188,0.000030301508,0.00079505774,0.00016845179,0.0002669999],"category_scores_gemma":[0.0042738244,0.0001389595,0.00022240232,0.00028697963,0.00020000397,0.00020637664,0.000077253935,0.00084815343,0.000004013438],"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":[0.00020063203,0.00004818282,0.7058352,0.00023343167,0.0008291259,0.0000114902905,0.06187183,0.000056225814,0.00046531597,0.000024173383,0.22004206,0.0103822835],"study_design_scores_gemma":[0.0006796795,0.00008920966,0.9310945,0.0009210353,0.00027659076,0.0000021631795,0.065716416,0.00017354208,0.000018153345,0.000035439716,0.00086490123,0.00012836672],"about_ca_topic_score_codex":0.99991316,"about_ca_topic_score_gemma":0.9999501,"teacher_disagreement_score":0.22525926,"about_ca_system_score_codex":0.00052978465,"about_ca_system_score_gemma":0.007973105,"threshold_uncertainty_score":0.99765074},"labels":[],"label_agreement":null},{"id":"W2752909182","doi":"","title":"Free Space Quantum Key Distribution to Moving Platforms","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Information and Cryptography","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":"Quantum key distribution; Key (lock); Computer science; Quantum; Physics; Quantum mechanics; Computer security","score_opus":0.00979626522265042,"score_gpt":0.2042187776824546,"score_spread":0.1944225124598042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752909182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667674,0.000061194914,0.024654048,0.0023225413,0.0012116043,0.000443159,0.0002137475,0.00027672332,0.0040496327],"genre_scores_gemma":[0.5354684,0.0002675395,0.018386869,0.00016241903,0.00014926046,0.0000037241725,0.003367154,0.00006471888,0.4421299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984893,0.000017119888,0.00018249846,0.00040495142,0.00052638986,0.00037971747],"domain_scores_gemma":[0.99764323,0.00002322088,0.0005191905,0.0013095238,0.00028332687,0.00022149639],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002175757,0.00028376313,0.00038278586,0.0003930274,0.00062609004,0.00019717366,0.0026470744,0.0002946753,0.00006999205],"category_scores_gemma":[0.000047871246,0.00031539946,0.00025905058,0.00032047238,0.00006235584,0.0015526924,0.00028487627,0.0002722815,0.00017899465],"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":[0.00034556244,0.00017975712,0.0004711496,0.00075934245,0.00029343506,0.00008305361,0.3183572,0.0001597356,0.0018649383,0.5741493,0.076703385,0.026633117],"study_design_scores_gemma":[0.008664351,0.0023935866,0.1350387,0.0038539423,0.0007166324,0.00004858701,0.49143535,0.07253602,0.024060383,0.075508535,0.17807654,0.007667384],"about_ca_topic_score_codex":0.009137352,"about_ca_topic_score_gemma":0.012217676,"teacher_disagreement_score":0.4986408,"about_ca_system_score_codex":0.00007611896,"about_ca_system_score_gemma":0.00012100772,"threshold_uncertainty_score":0.9999298},"labels":[],"label_agreement":null},{"id":"W2753502872","doi":"","title":"Reconfiguring Graph Colorings","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Scheduling and Timetabling Solutions","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":"Blackberry (Canada)","funders":"","keywords":"Computer science; Combinatorics; Mathematics","score_opus":0.06638340076455272,"score_gpt":0.30354003312597033,"score_spread":0.2371566323614176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753502872","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":[0.9706724,0.00016121325,0.00001985074,0.0008091154,0.0012141021,0.00014644055,0.000039470942,0.00007005316,0.02686733],"genre_scores_gemma":[0.16676939,0.00008278378,0.0012534406,0.0000057489747,0.00004671585,2.8698406e-7,0.000078891775,0.000016010621,0.83174676],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99780035,0.00008646143,0.00025076373,0.00062451593,0.0008922863,0.00034564044],"domain_scores_gemma":[0.99709594,0.00024229099,0.000867292,0.001049856,0.00058885064,0.00015577825],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012067928,0.0002236148,0.0005799382,0.00079592573,0.00094104564,0.00018456815,0.0017196785,0.0003528273,0.0011572059],"category_scores_gemma":[0.00065799773,0.00023392338,0.0004099397,0.00032617885,0.00016929202,0.00041527813,0.00006888897,0.000355423,0.00075984886],"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":[0.0022299704,0.0008646696,0.017761651,0.00066313235,0.002098841,0.00056477945,0.60413796,0.0013906804,0.020316109,0.016929494,0.10751591,0.22552678],"study_design_scores_gemma":[0.0032073809,0.00046155468,0.127114,0.0013965832,0.0011303495,0.000020901976,0.69576406,0.00082934496,0.012533941,0.050698776,0.104381636,0.002461458],"about_ca_topic_score_codex":0.027172921,"about_ca_topic_score_gemma":0.04615829,"teacher_disagreement_score":0.8048794,"about_ca_system_score_codex":0.000042325337,"about_ca_system_score_gemma":0.00017813864,"threshold_uncertainty_score":0.99975586},"labels":[],"label_agreement":null},{"id":"W2753682569","doi":"","title":"I ought-to learn a language, but it’s not ideal: Motivation in learners of German","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Linguistic Education and Pedagogy","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":"University of Waterloo","keywords":"German; Ideal (ethics); Psychology; Mathematics education; Linguistics; Philosophy; Epistemology","score_opus":0.04437534198017938,"score_gpt":0.28955370426954624,"score_spread":0.24517836228936685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753682569","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":[0.95732915,0.000018612278,6.425954e-7,0.0021336742,0.0007215909,0.00019369005,0.000059536105,0.000021313801,0.039521784],"genre_scores_gemma":[0.43360856,0.000016910082,0.000039477374,0.000048028203,0.00011793987,2.924556e-7,0.0003033127,0.000012284448,0.5658532],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999177,0.00004636666,0.00016013446,0.0002285509,0.00021647487,0.00017147658],"domain_scores_gemma":[0.9990111,0.000049297814,0.00036187694,0.00029647912,0.00021759445,0.00006365832],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014495206,0.00015583177,0.0003346558,0.00041050874,0.00017953163,0.00003763674,0.00033087414,0.00013045865,0.0019318991],"category_scores_gemma":[0.00012144575,0.00017961586,0.000098619494,0.000032965858,0.000103325016,0.00012418439,0.000026401876,0.00019710259,0.0001007589],"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":[0.0001254639,0.000065491375,0.00022254756,0.00027659305,0.000038528404,0.00001148562,0.9850133,0.000007950761,0.00070186215,0.0062894453,0.0058233296,0.0014239685],"study_design_scores_gemma":[0.00041537985,0.00008029466,0.0040212073,0.00028617488,0.00005732135,3.006452e-7,0.9332984,0.000014903689,0.00063042564,0.00008912223,0.060879514,0.00022695513],"about_ca_topic_score_codex":0.24345186,"about_ca_topic_score_gemma":0.4684948,"teacher_disagreement_score":0.5263314,"about_ca_system_score_codex":0.000049935476,"about_ca_system_score_gemma":0.00015968888,"threshold_uncertainty_score":0.99898046},"labels":[],"label_agreement":null},{"id":"W2756640511","doi":"","title":"Influence of graminoid species identity on carbon exchange in a restored peatland in central Alberta, Canada","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Graminoid; Geography; Carbon fibers; Environmental science; Ecology; Forestry; Physical geography; Biology; Plant community; Ecological succession; Mathematics","score_opus":0.006461398078935517,"score_gpt":0.18599237232787438,"score_spread":0.17953097424893888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756640511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99271715,0.0000145279055,2.5120862e-8,0.0001626845,0.00011806951,0.00019076935,0.000026327603,0.000003044793,0.006767407],"genre_scores_gemma":[0.8609465,0.00010479211,0.000008429966,0.000006288278,0.000008966111,5.070695e-7,0.0001618133,0.0000071568256,0.13875555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883354,0.00005728205,0.00014614433,0.00032826158,0.00029946963,0.0003353023],"domain_scores_gemma":[0.99928474,0.000036938676,0.00028579362,0.000305763,0.000010219529,0.00007655943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009073495,0.00018166295,0.00041383892,0.00015143563,0.000071281225,0.000008008958,0.0005071124,0.00019547125,0.00019529376],"category_scores_gemma":[0.000025755098,0.00020282292,0.000051637817,0.00011845323,0.00013461917,0.00018526694,0.00008165351,0.00020691998,0.0000029437113],"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":[0.00032247658,0.000086975226,0.9664461,0.00012573726,0.000014822827,0.00019111425,0.028851967,0.0010093465,0.002343345,0.000020588128,0.00039060548,0.00019693916],"study_design_scores_gemma":[0.0007309976,0.00010178422,0.9919472,0.00013853662,0.000018958766,8.024098e-7,0.005977469,0.00006210926,0.00045613234,0.000034576795,0.00034280436,0.00018862964],"about_ca_topic_score_codex":0.995609,"about_ca_topic_score_gemma":0.99989676,"teacher_disagreement_score":0.13198814,"about_ca_system_score_codex":0.00036858802,"about_ca_system_score_gemma":0.000088792636,"threshold_uncertainty_score":0.8270879},"labels":[],"label_agreement":null},{"id":"W2756904085","doi":"","title":"Exploring Rental Housing Market in Kitchener-Waterloo, Ontario","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","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":"Social Sciences and Humanities Research Council of Canada; Strong","keywords":"Renting; Rental housing; Business; Geography; Engineering; Civil engineering","score_opus":0.0529561360934908,"score_gpt":0.19136147965087544,"score_spread":0.13840534355738465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756904085","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":[0.914809,0.000090645604,0.0000037633674,0.00012863819,0.0013668949,0.000191091,0.00005112893,0.000035379,0.08332345],"genre_scores_gemma":[0.4324562,0.0009508919,0.00085064216,0.0000073692754,0.00008353363,0.0000016092885,0.00030741718,0.00006861538,0.5652737],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983296,0.000020294468,0.00041680102,0.0006870692,0.000057656223,0.0004886138],"domain_scores_gemma":[0.99833745,0.000022036354,0.00086343626,0.00062948954,0.000035099656,0.00011246654],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048180093,0.00034839363,0.0009395979,0.0007835811,0.0002974373,0.0001129338,0.0006636345,0.00035250236,0.0016661925],"category_scores_gemma":[0.000021120179,0.0005309159,0.00028772294,0.000099040786,0.00007979466,0.0009754899,0.000100428304,0.00044778857,0.00022135388],"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":[0.0015834946,0.00064968196,0.37977698,0.0011832581,0.0004791556,0.00038186903,0.5829149,0.00014567358,0.00021988645,0.0016084724,0.0031996204,0.027857002],"study_design_scores_gemma":[0.0074586645,0.000489492,0.68199855,0.002368716,0.0002633877,0.000013086826,0.21888867,0.0016839454,0.0010806826,0.008159497,0.07255182,0.0050435215],"about_ca_topic_score_codex":0.6792099,"about_ca_topic_score_gemma":0.9241013,"teacher_disagreement_score":0.4823528,"about_ca_system_score_codex":0.00076833536,"about_ca_system_score_gemma":0.00010762436,"threshold_uncertainty_score":0.99971426},"labels":[],"label_agreement":null},{"id":"W2757409066","doi":"","title":"Biological responses in rainbow darter (Etheostoma caeruleum) to changes in municipal wastewater quality in the Grand River","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Etheostoma; Wastewater; Environmental science; Biology; Fishery; Environmental engineering; Fish <Actinopterygii>","score_opus":0.027585262967748873,"score_gpt":0.2536875268466886,"score_spread":0.22610226387893972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757409066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922799,0.000012969247,8.4927414e-8,0.00447942,0.00010058708,0.0004842063,0.000017602219,0.000008671501,0.0026165827],"genre_scores_gemma":[0.8756156,0.00013542434,0.000080825055,0.00017092524,0.000007376256,0.000006117825,0.00005386925,0.0000063993493,0.12392349],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984632,0.00048367708,0.0001293009,0.00040620283,0.00018047928,0.00033714605],"domain_scores_gemma":[0.9993171,0.00014229574,0.00013228724,0.00036936864,0.000006931643,0.000031989162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009997657,0.00019594662,0.00037917093,0.00023463978,0.00020471646,0.000012418443,0.0007304226,0.00024229859,0.00047231824],"category_scores_gemma":[0.00006647814,0.0001576711,0.000056699908,0.00014858168,0.00037401376,0.00013805415,0.00026703486,0.00026746004,0.00009496429],"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":[0.0020568154,0.0002411599,0.3500194,0.00007031835,0.000034415552,0.0002883313,0.6402148,0.000048255806,0.001024426,0.00003986472,0.004888269,0.0010739666],"study_design_scores_gemma":[0.000694971,0.00013521417,0.89325744,0.00005937423,0.0000130872095,4.744078e-7,0.10354653,0.000004695184,0.00007918134,0.00020853581,0.001812433,0.00018809232],"about_ca_topic_score_codex":0.070912406,"about_ca_topic_score_gemma":0.9333601,"teacher_disagreement_score":0.8624477,"about_ca_system_score_codex":0.00010456394,"about_ca_system_score_gemma":0.000006259637,"threshold_uncertainty_score":0.9352745},"labels":[],"label_agreement":null},{"id":"W2759207805","doi":"","title":"Rigid Pavement: Ontario Calibration of the Mechanistic-Empirical Pavement Design Guide Prediction models","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","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":"Calibration; Pavement engineering; Engineering; Environmental science; Computer science; Civil engineering; Geography; Mathematics; Statistics; Cartography","score_opus":0.03325379756134761,"score_gpt":0.22869063675265403,"score_spread":0.19543683919130642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759207805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95036644,0.00007726858,0.04316325,0.00013747964,0.0017345324,0.0017507741,0.00012425115,0.00016199442,0.0024840203],"genre_scores_gemma":[0.65288454,0.0002047354,0.0045416085,0.000013638462,0.00009085352,0.000009295394,0.0013837573,0.000076969496,0.3407946],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99839807,0.00007073156,0.00032260374,0.00028036433,0.00068413606,0.00024409607],"domain_scores_gemma":[0.99868923,0.00002041706,0.0004483886,0.0005884677,0.00019190836,0.00006155859],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036825115,0.00028270716,0.0003546309,0.00016803053,0.00030483303,0.000027124655,0.0005197658,0.00030019064,0.0003192011],"category_scores_gemma":[0.000007785432,0.0002829789,0.00016201304,0.000090404996,0.000053005195,0.0005915905,0.000049391987,0.00025508704,0.000008601082],"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":[0.00026377483,0.00025490767,0.0021528732,0.0017056906,0.0009790633,0.000008723343,0.21897165,0.70204407,0.0525755,0.00085511204,0.016683467,0.0035052027],"study_design_scores_gemma":[0.0014957257,0.00031902676,0.0058565424,0.00079373043,0.0008593317,9.802721e-7,0.017046068,0.8728968,0.0975008,0.0016382198,0.0010207732,0.00057203387],"about_ca_topic_score_codex":0.030398387,"about_ca_topic_score_gemma":0.16033363,"teacher_disagreement_score":0.33831057,"about_ca_system_score_codex":0.00062296854,"about_ca_system_score_gemma":0.00024814773,"threshold_uncertainty_score":0.9999622},"labels":[],"label_agreement":null},{"id":"W2759966690","doi":"","title":"Computation Reduction for Angle of Arrival Estimation Based on Interferometer Principle","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Indoor and Outdoor Localization 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":"University of Waterloo; Cisco Systems","keywords":"Computation; Reduction (mathematics); Interferometry; Estimation; Computer science; Algorithm; Geodesy; Optics; Physics; Mathematics; Engineering; Geography; Geometry; Systems engineering","score_opus":0.01219866587598058,"score_gpt":0.22596873041490975,"score_spread":0.21377006453892916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759966690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96370345,0.000014772416,0.03421483,0.000057260804,0.0006658288,0.0004427604,0.000073900315,0.00022602269,0.0006011693],"genre_scores_gemma":[0.9762235,0.000011337275,0.008484059,0.0000010543977,0.000018004985,0.0000017633428,0.001275659,0.000029485382,0.0139551135],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942905,0.000011697179,0.0001311369,0.00016427964,0.00014516627,0.00011865121],"domain_scores_gemma":[0.99933994,0.00002210452,0.00022083546,0.00022998481,0.00016600221,0.000021147514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007379903,0.00015333742,0.0002675946,0.00039120772,0.00010918455,0.000013721342,0.00020496378,0.0002634047,0.000025952037],"category_scores_gemma":[0.00002949922,0.00018583659,0.00011986499,0.00007769314,0.00005227965,0.00014890355,0.000009027775,0.00010582037,0.000005357187],"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":[0.0012399786,0.00021055582,0.00017855546,0.0056366078,0.0003254777,0.000005538053,0.03827653,0.81537056,0.03788813,0.0009920255,0.0036333832,0.09624267],"study_design_scores_gemma":[0.0013602187,0.0004981796,0.0020004935,0.0006816406,0.0001800692,8.0127717e-7,0.0143950265,0.75289506,0.22673647,0.000588227,0.0002565193,0.00040731163],"about_ca_topic_score_codex":0.000362401,"about_ca_topic_score_gemma":0.00044401415,"teacher_disagreement_score":0.18884835,"about_ca_system_score_codex":0.00008306395,"about_ca_system_score_gemma":0.00002449814,"threshold_uncertainty_score":0.75781965},"labels":[],"label_agreement":null},{"id":"W2760156899","doi":"","title":"Re:Generation – A Model For Age-Inclusive Care","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Computer science; Psychology","score_opus":0.019610585420121247,"score_gpt":0.27211507751512404,"score_spread":0.2525044920950028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760156899","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":[0.9715622,0.00018856447,0.0006585246,0.0012415857,0.001523663,0.0007915653,0.00030067106,0.000048235295,0.023685012],"genre_scores_gemma":[0.3519807,0.0001314478,0.0013709569,0.000018151488,0.00022653794,0.0000019112388,0.00201946,0.000016122376,0.6442347],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99902517,0.000044438064,0.00008991269,0.00029378987,0.0003309366,0.00021574007],"domain_scores_gemma":[0.99870074,0.000020534222,0.0002844596,0.00022374743,0.00070225104,0.00006825023],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00014239566,0.00014819067,0.00024042261,0.00012518257,0.0018404529,0.00008239926,0.0004544081,0.00033297233,0.000048218266],"category_scores_gemma":[0.000048570957,0.00019127109,0.00022902027,0.00004026278,0.000095840114,0.00023875816,0.00003281251,0.00010772072,0.00000560562],"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":[0.00007170066,0.000019778658,0.0000375065,0.00015561403,0.00007146354,0.000009179362,0.9698164,0.001961405,0.002258581,0.014446075,0.008182464,0.002969853],"study_design_scores_gemma":[0.0003736959,0.000057506488,0.00007457165,0.00015679165,0.00015561585,5.5895633e-8,0.93706423,0.055335756,0.00022923046,0.00096406136,0.005217694,0.00037078655],"about_ca_topic_score_codex":0.04831933,"about_ca_topic_score_gemma":0.9020774,"teacher_disagreement_score":0.85375804,"about_ca_system_score_codex":0.00027336707,"about_ca_system_score_gemma":0.00047083662,"threshold_uncertainty_score":0.999459},"labels":[],"label_agreement":null},{"id":"W2760720395","doi":"","title":"Solid Phase Microextraction as a Sample Preparation Tool for Targeted and Untargeted Analysis of Biological Matrices","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","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":"Concordia University","keywords":"Solid-phase microextraction; Sample preparation; Chromatography; Sample (material); Chemistry; Gas chromatography–mass spectrometry; Mass spectrometry","score_opus":0.023687929690736208,"score_gpt":0.33196319016361736,"score_spread":0.3082752604728812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760720395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971434,0.0007536538,0.00032893333,0.00014528584,0.00019893415,0.00039555895,0.00096279086,0.000021043212,0.000050393326],"genre_scores_gemma":[0.82758284,0.0015047604,0.009339164,0.000024949379,0.000029150136,0.000003523984,0.013298513,0.0000218454,0.14819527],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902534,0.00012939582,0.00021807263,0.00038510558,0.00004145286,0.00020061193],"domain_scores_gemma":[0.9986048,0.00023073216,0.000662418,0.0002443463,0.0002323382,0.000025386333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026250654,0.00019877586,0.00075065385,0.0004079938,0.00026816915,0.000013984189,0.00021239526,0.000745064,0.0005699019],"category_scores_gemma":[0.00015759366,0.00018485694,0.0003421677,0.00017770502,0.00021447412,0.000116679024,0.000029104156,0.00015814955,0.0000037559378],"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":[0.004561752,0.00030504295,0.0007247569,0.00018676867,0.0037466043,0.0000022189122,0.0059998543,0.0000030128128,0.9761123,0.00011731815,0.000943522,0.007296816],"study_design_scores_gemma":[0.006207763,0.003865461,0.029124362,0.00019055334,0.017172186,0.0000068682375,0.033303678,0.00061837037,0.8916261,0.0008431671,0.016031435,0.0010100302],"about_ca_topic_score_codex":0.008510825,"about_ca_topic_score_gemma":0.006418031,"teacher_disagreement_score":0.16956058,"about_ca_system_score_codex":0.000024909925,"about_ca_system_score_gemma":0.000049298105,"threshold_uncertainty_score":0.9980916},"labels":[],"label_agreement":null},{"id":"W2762363893","doi":"","title":"An evaluation of high-resolution land cover and land use classification accuracy by thematic, spatial, and algorithm parameters","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Remote Sensing and Land Use","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thematic map; Land cover; High resolution; Land use; Algorithm; Resolution (logic); Computer science; Geography; Data mining; Cartography; Remote sensing; Artificial intelligence; Engineering; Civil engineering","score_opus":0.029271556131403392,"score_gpt":0.2329535874720999,"score_spread":0.2036820313406965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762363893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988824,0.0002123937,0.00006461914,0.00007592221,0.0001289591,0.00025631674,0.0002658768,0.000012240837,0.00010123893],"genre_scores_gemma":[0.98767656,0.000750014,0.0018053941,0.0000036216163,0.000016809745,3.5761637e-8,0.0036465728,0.0000053070717,0.0060956795],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998959,0.0001651672,0.00011780717,0.000278093,0.00035118696,0.00012876518],"domain_scores_gemma":[0.9989353,0.00010847494,0.00043643452,0.00026523246,0.00017064923,0.00008392571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036972712,0.00015064195,0.00028709002,0.00011636935,0.00022885021,0.00008259104,0.000121616315,0.00020099292,0.000102649276],"category_scores_gemma":[0.000058180533,0.0001386962,0.00003458418,0.000038311995,0.00011328196,0.00052244193,0.0000050443873,0.00010400498,0.0000064613514],"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":[0.00043521568,0.00007229622,0.09851628,0.00030937744,0.00017054226,0.000005433955,0.023408627,0.00087530713,0.0007880258,0.0000033349236,0.0006656556,0.8747499],"study_design_scores_gemma":[0.0009752448,0.00020015227,0.709011,0.0001668099,0.0003960985,0.000003309998,0.0055097546,0.2830485,0.00023751707,0.00013482777,0.00009475381,0.0002219717],"about_ca_topic_score_codex":0.36274308,"about_ca_topic_score_gemma":0.13319235,"teacher_disagreement_score":0.87452793,"about_ca_system_score_codex":0.000007267765,"about_ca_system_score_gemma":0.000049120677,"threshold_uncertainty_score":0.8826246},"labels":[],"label_agreement":null},{"id":"W2763224533","doi":"","title":"Stochastic Environmental modeling for Nuclear Waste Management","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Graphite, nuclear technology, radiation 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":"University of Waterloo","keywords":"Environmental science; Waste management; Engineering; Environmental planning","score_opus":0.011551318335986695,"score_gpt":0.1995101617306002,"score_spread":0.18795884339461352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763224533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980181,0.00010698629,0.00008822728,0.00020022431,0.00041363927,0.0004945254,0.00018086453,0.00011585694,0.00038161673],"genre_scores_gemma":[0.8917179,0.00013242607,0.0020914518,0.00000832681,0.000026403335,0.000001613599,0.00019644882,0.000048987098,0.10577643],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9988739,0.00001707754,0.00012874942,0.00044944813,0.00024285872,0.00028796136],"domain_scores_gemma":[0.999088,0.000012431237,0.0003357833,0.00048442621,0.000026541624,0.000052824802],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011537781,0.00022831689,0.00036730594,0.000297629,0.00072684255,0.00003683678,0.00067808875,0.0002370997,0.00026595223],"category_scores_gemma":[0.000007381701,0.0002800222,0.00016809576,0.00003489304,0.00017278294,0.00016925052,0.00013612238,0.00011977557,0.00019125093],"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":[0.002807531,0.0008911916,0.000105157946,0.0032156194,0.0018693175,0.00014506537,0.33302817,0.017502785,0.5862472,0.008999921,0.013328123,0.03185994],"study_design_scores_gemma":[0.0028243766,0.00037506447,0.0008621666,0.00045741643,0.0010766254,0.0000047355406,0.9549499,0.031124962,0.0025467968,0.0017930833,0.0027122423,0.0012726324],"about_ca_topic_score_codex":0.00067608675,"about_ca_topic_score_gemma":0.0010588899,"teacher_disagreement_score":0.6219217,"about_ca_system_score_codex":0.00008808943,"about_ca_system_score_gemma":0.000008219933,"threshold_uncertainty_score":0.9999652},"labels":[],"label_agreement":null},{"id":"W2764254818","doi":"","title":"Quantitative Characterization of Pyrene-Labeled Macromolecules in Solution by Global Analysis of Fluorescence Decays","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Toronto; McMaster University","keywords":"Characterization (materials science); Pyrene; Macromolecule; Fluorescence; Chemistry; Nanotechnology; Analytical Chemistry (journal); Biophysics; Chromatography; Materials science; Biochemistry; Physics; Biology; Organic chemistry; Optics","score_opus":0.008309775757783676,"score_gpt":0.21909153629969577,"score_spread":0.21078176054191208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764254818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978401,0.0002255255,0.00039474617,0.000027627953,0.000063241736,0.00008469638,0.0012354576,0.000016780788,0.00011180366],"genre_scores_gemma":[0.9816129,0.00030243635,0.0006151365,0.0000012617933,0.000007915049,8.0019595e-7,0.011096906,0.000017603665,0.0063450327],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987725,0.000051661882,0.00034186177,0.0003087975,0.0002976763,0.00022749057],"domain_scores_gemma":[0.9982869,0.000029619798,0.0011378982,0.0002672313,0.00022082325,0.00005755257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007587128,0.00023869597,0.0007196959,0.00024969893,0.00005187124,0.0000054662423,0.00027824423,0.00032879054,0.00030903332],"category_scores_gemma":[0.00001489521,0.00029855463,0.00021258439,0.00072346587,0.000098110766,0.00029503476,0.000038257138,0.00010688979,0.0000024627996],"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":[0.0003859636,0.00025087685,0.013479361,0.00041673693,0.0005200775,0.0000017018409,0.011374483,0.000008582657,0.9709809,0.00014349185,0.000004427694,0.0024334136],"study_design_scores_gemma":[0.0004336581,0.000042085772,0.09575786,0.00036356083,0.0015423713,2.2361891e-7,0.016205745,0.0012214554,0.8841086,0.00000973096,0.000009736966,0.00030494956],"about_ca_topic_score_codex":0.006986531,"about_ca_topic_score_gemma":0.008168962,"teacher_disagreement_score":0.08687226,"about_ca_system_score_codex":0.00009671205,"about_ca_system_score_gemma":0.000057894824,"threshold_uncertainty_score":0.99994665},"labels":[],"label_agreement":null},{"id":"W2765119004","doi":"","title":"A Generalized Optimal Planning Platform for Microgrids of Remote Communities Considering Frequency and Voltage Regulation Constraints","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microgrid Control 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":true,"ca_institutions":"","funders":"Natural Resources Canada; University of Waterloo","keywords":"Frequency regulation; Voltage; Computer science; Control theory (sociology); Engineering; Electrical engineering; Physics; Artificial intelligence; Electric power system; Control (management); Power (physics)","score_opus":0.01545466770576822,"score_gpt":0.20743404781567648,"score_spread":0.19197938010990825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765119004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948437,0.0011368151,0.0028789777,0.000017462376,0.00019767585,0.00037671588,0.00016109174,0.00007238942,0.00031517458],"genre_scores_gemma":[0.8537973,0.001563364,0.122710966,0.000004865942,0.00007800349,0.0000016423146,0.003280347,0.000097640135,0.018465878],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938625,0.000011567143,0.00018156823,0.00013651855,0.00009563524,0.0001884414],"domain_scores_gemma":[0.9992422,0.000043245112,0.000272141,0.00023792319,0.0001579475,0.000046573594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011255431,0.0002141162,0.0004543194,0.00021089689,0.000231346,0.000032947915,0.00019043156,0.00026574894,0.00005122593],"category_scores_gemma":[0.00000964417,0.00027303526,0.00010796528,0.000033313467,0.00016797916,0.00024810355,0.000021728976,0.0001459225,5.791424e-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":[0.0011103277,0.00005541235,0.0008079543,0.0068167294,0.0015327571,0.000034947374,0.3873272,0.0799094,0.3882041,0.00085943606,0.0008226041,0.13251914],"study_design_scores_gemma":[0.01095667,0.0004375327,0.0057734074,0.004469534,0.0013524794,0.000041477648,0.31915927,0.5909841,0.061985493,0.0014856308,0.0013129892,0.0020413978],"about_ca_topic_score_codex":0.005818301,"about_ca_topic_score_gemma":0.004696882,"teacher_disagreement_score":0.5110747,"about_ca_system_score_codex":0.000036626367,"about_ca_system_score_gemma":0.000036156896,"threshold_uncertainty_score":0.99997216},"labels":[],"label_agreement":null},{"id":"W2765580993","doi":"","title":"Building a Better Tor Experimentation Platform from the Magic of Dynamic ELFs","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Parallel Computing and Optimization Techniques","field":"Computer 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":"University of Waterloo","keywords":"MAGIC (telescope); Computer science; Physics; Astronomy","score_opus":0.012487180886745589,"score_gpt":0.24295424928357395,"score_spread":0.23046706839682837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765580993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94274735,0.00017190228,0.05515945,0.0006294455,0.0003478884,0.0002351362,0.000019306968,0.00012764601,0.0005618824],"genre_scores_gemma":[0.49455014,0.0001758491,0.42078227,0.00006690782,0.00005715393,0.0000011070923,0.00040068864,0.000030728774,0.083935134],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990729,0.000041671232,0.0001410771,0.00032222774,0.00026689787,0.00015521368],"domain_scores_gemma":[0.99851596,0.00005963272,0.0005868102,0.0006654221,0.00013667384,0.00003549913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001299221,0.0001706481,0.00027390424,0.00013204072,0.00027138722,0.0000702342,0.0015554203,0.00016249219,0.000036595713],"category_scores_gemma":[0.000010449725,0.000161957,0.00013441575,0.00009223304,0.00006782233,0.00044083013,0.00014082275,0.00015875578,0.000008588786],"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":[0.00039143817,0.00034090225,0.0011907354,0.00043938414,0.0007583804,0.00006809869,0.6911378,0.0011553759,0.073211014,0.008403205,0.012972837,0.20993082],"study_design_scores_gemma":[0.005864099,0.0011241944,0.08529806,0.0042619696,0.000780988,0.00001344709,0.14656879,0.4875132,0.23195024,0.028774647,0.0039157593,0.00393457],"about_ca_topic_score_codex":0.015994994,"about_ca_topic_score_gemma":0.0026917872,"teacher_disagreement_score":0.544569,"about_ca_system_score_codex":0.000059802216,"about_ca_system_score_gemma":0.000060672744,"threshold_uncertainty_score":0.99055755},"labels":[],"label_agreement":null},{"id":"W2766150003","doi":"","title":"Systematic Search and Reporting Techniques Applied to the Gray Literature: A Review of Canadian School Breakfast Program Guidelines","year":2015,"lang":"en","type":"review","venue":"UWSpace (University of Waterloo)","topic":"Obesity, Physical Activity, Diet","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":"Gray (unit); Grey literature; MEDLINE; Political science; Medicine","score_opus":0.06015545150173379,"score_gpt":0.3281186851248076,"score_spread":0.2679632336230738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766150003","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":[0.00094484654,0.9886214,0.0000016134449,0.0021951136,0.00003347574,0.007710917,0.00007246006,0.000086306994,0.0003338484],"genre_scores_gemma":[0.00008607885,0.9887595,0.0030963686,0.000108689914,0.000094922034,0.00002500434,0.00008646212,0.000040389456,0.0077025904],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99745756,0.00024978278,0.00086261524,0.00047878403,0.00058395526,0.00036727815],"domain_scores_gemma":[0.9961704,0.00006372771,0.0011570745,0.00090098067,0.0011046196,0.0006032094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022119256,0.00039201777,0.0033764192,0.00071000366,0.000114955365,0.000033755965,0.00043482048,0.00024826155,0.000011542844],"category_scores_gemma":[0.00041255014,0.0002608302,0.0004280392,0.0015423578,0.00014784787,0.00009686622,0.0003271062,0.0005341262,0.000022379923],"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":[0.000006177775,0.00023062408,0.000034213186,0.8567718,0.00030318313,0.00011623391,0.0014647495,5.5815846e-8,0.000003208134,0.00006532358,0.004898231,0.13610616],"study_design_scores_gemma":[0.000132089,0.00027707673,0.00005070662,0.7682343,0.0027282052,0.00023133519,0.0016283549,0.0000042615534,0.000009474964,0.000009770701,0.22638837,0.0003060501],"about_ca_topic_score_codex":0.09374316,"about_ca_topic_score_gemma":0.049753677,"teacher_disagreement_score":0.22149013,"about_ca_system_score_codex":0.0002421139,"about_ca_system_score_gemma":0.00069985434,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W2766716361","doi":"","title":"Local Material and Energy Flow Analysis for the Region of Waterloo, Ontario, Canada","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Impact and Sustainability","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":"Material flow analysis; Geography; Environmental science; Regional science; Engineering; Waste management","score_opus":0.005682191265324542,"score_gpt":0.17404780043437443,"score_spread":0.16836560916904988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766716361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99890345,0.000019881674,0.00011734603,0.00022920317,0.00015204602,0.00016891844,0.00007987098,0.00000469352,0.00032460233],"genre_scores_gemma":[0.6581983,0.00003480281,0.000123078,0.0000078373905,0.0000073418796,8.0979015e-7,0.00028731284,0.000008396038,0.34133214],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989741,0.000037744463,0.0001305928,0.0003215524,0.00028946082,0.00024653733],"domain_scores_gemma":[0.9991165,0.000032994445,0.00028081922,0.00045763116,0.000018788529,0.00009328131],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001045102,0.00020154801,0.00040420523,0.000055521647,0.00036730172,0.000018941044,0.00041889967,0.00016999985,0.0011747385],"category_scores_gemma":[0.0000065398203,0.00017149397,0.0001772196,0.00006926433,0.00041382352,0.00017102345,0.00011523778,0.00008999109,8.1903266e-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":[0.0070242705,0.0006292717,0.3681012,0.0013326409,0.0053123278,0.00029079683,0.4330465,0.016535776,0.009740926,0.0001410907,0.022032246,0.13581295],"study_design_scores_gemma":[0.00089693523,0.00027789385,0.8386286,0.00004330235,0.0023226412,0.00000407952,0.1380111,0.0020752156,0.008160797,0.00018043804,0.008825506,0.0005735135],"about_ca_topic_score_codex":0.9988881,"about_ca_topic_score_gemma":0.9997678,"teacher_disagreement_score":0.47052735,"about_ca_system_score_codex":0.0006247878,"about_ca_system_score_gemma":0.000096924334,"threshold_uncertainty_score":0.99973834},"labels":[],"label_agreement":null},{"id":"W2766774912","doi":"","title":"Stability Assessment of Salt Cavern Roof Beam for Compressed Air Energy Storage in South-Western Ontario","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Masonry and Concrete Structural 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":"Compressed air energy storage; Roof; Compressed air; Beam (structure); Energy storage; Environmental science; Engineering; Geotechnical engineering; Mining engineering; Geology; Forensic engineering; Civil engineering; Mechanical engineering; Physics","score_opus":0.01053606885533531,"score_gpt":0.20154311161050412,"score_spread":0.1910070427551688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766774912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986242,0.000040368508,0.00013495646,0.00002002211,0.00021911341,0.00020730832,0.00019682037,0.000036969224,0.0005202205],"genre_scores_gemma":[0.9316814,0.000013922048,0.00032567477,0.0000016950519,0.000018535482,0.0000013188593,0.00083907676,0.000020326745,0.06709804],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99899346,0.000031816893,0.00020575717,0.00030490707,0.00022811678,0.00023592879],"domain_scores_gemma":[0.998999,0.00003508634,0.00028924592,0.00046880223,0.00013714176,0.0000707372],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000103684375,0.00026699362,0.00073237467,0.00017856515,0.000105338455,0.000013405593,0.00047266777,0.0002650249,0.00027009184],"category_scores_gemma":[0.000003933924,0.00031068496,0.00028095683,0.00006069413,0.000056410317,0.00018556905,0.00003827865,0.00022263144,8.552026e-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":[0.0016706812,0.00021748201,0.12303774,0.0101834545,0.0035672588,0.00011671404,0.6512194,0.12599291,0.07430213,0.0004316096,0.00047366743,0.008786898],"study_design_scores_gemma":[0.0048830695,0.00049039396,0.80068386,0.00091316144,0.0015948355,0.0000014019021,0.106521524,0.057981916,0.021660237,0.00022364465,0.0029395141,0.0021064507],"about_ca_topic_score_codex":0.29895547,"about_ca_topic_score_gemma":0.8969729,"teacher_disagreement_score":0.6776461,"about_ca_system_score_codex":0.00026518488,"about_ca_system_score_gemma":0.00010747471,"threshold_uncertainty_score":0.99993455},"labels":[],"label_agreement":null},{"id":"W2768380343","doi":"","title":"Optimization Placement for SDN Controller: Bell Canada as a Case Study","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software-Defined Networks and 5G","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":"Controller (irrigation); Computer science; Biology","score_opus":0.010671719897468198,"score_gpt":0.21328569692304059,"score_spread":0.20261397702557238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768380343","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":[0.9755827,0.00019224313,0.019217458,0.00051582337,0.0014176395,0.0023800542,0.000069440466,0.00012094642,0.00050369673],"genre_scores_gemma":[0.34399855,0.00007235718,0.015849574,0.00007106576,0.00011222305,0.00001121108,0.0003950834,0.000047314494,0.6394426],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998643,0.000051097188,0.0001464225,0.000512527,0.00034426758,0.00030271697],"domain_scores_gemma":[0.9983718,0.0001251014,0.00047049028,0.0005854521,0.0003213562,0.00012584761],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018083365,0.00025216647,0.0004480162,0.00013796246,0.00071834965,0.00009652207,0.00090241834,0.00016031845,0.00003185181],"category_scores_gemma":[0.00003431455,0.0002872604,0.000121242796,0.00010153709,0.000023026283,0.0002727673,0.0001010522,0.00014011947,0.0000036271974],"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":[0.0017086936,0.0017509563,0.0024593289,0.0010240327,0.0027129934,0.012903573,0.5486543,0.25466135,0.00006469201,0.0014000655,0.12425894,0.048401028],"study_design_scores_gemma":[0.015700769,0.0027740702,0.0008122869,0.00040117162,0.0010347991,0.00020860608,0.6284529,0.34008613,0.00017003313,0.00021156999,0.008624228,0.0015234338],"about_ca_topic_score_codex":0.9169934,"about_ca_topic_score_gemma":0.9734652,"teacher_disagreement_score":0.6389389,"about_ca_system_score_codex":0.0001611455,"about_ca_system_score_gemma":0.00057591754,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W2769458067","doi":"","title":"Worst Case Latency Analysis for Hoplite FPGA-based NoC","year":2017,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"VLSI and Analog Circuit Testing","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; CMC Microsystems","keywords":"Field-programmable gate array; Computer science; Latency (audio); Embedded system; Case analysis; Parallel computing; Artificial intelligence; Telecommunications","score_opus":0.026454525644914198,"score_gpt":0.219811907925347,"score_spread":0.1933573822804328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769458067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69369024,0.000015502561,0.3036187,0.0022227068,0.000073679956,0.00010615945,0.000017829969,0.000079860736,0.00017531298],"genre_scores_gemma":[0.97263396,0.0000021151984,0.015869144,0.00003755242,0.000021983058,2.6095935e-7,0.0000066328025,0.000005449471,0.011422932],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990878,0.000022949827,0.000086628206,0.00037049456,0.00014489525,0.0002872322],"domain_scores_gemma":[0.9984987,0.00007564324,0.00023474124,0.0009165392,0.00015566635,0.000118757845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002434605,0.000121609104,0.000263732,0.000264687,0.0010076192,0.00013691478,0.0011078229,0.000066794804,0.000017411909],"category_scores_gemma":[0.00004190302,0.00013475318,0.0002739378,0.0002789506,0.000115564704,0.0005984519,0.00020350673,0.00007538969,0.00001615106],"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":[0.000043489956,0.0009027696,0.34194332,0.0007264264,0.0029131635,0.013278253,0.14850584,0.010360311,0.008283813,0.024285953,0.0020368027,0.44671986],"study_design_scores_gemma":[0.0046321293,0.00050707365,0.10466385,0.00018751089,0.0015464871,0.0001522179,0.012336896,0.8670363,0.0031240918,0.003279992,0.0010152523,0.0015182368],"about_ca_topic_score_codex":0.022054983,"about_ca_topic_score_gemma":0.021230638,"teacher_disagreement_score":0.8566759,"about_ca_system_score_codex":0.000030820018,"about_ca_system_score_gemma":0.000047421086,"threshold_uncertainty_score":0.99662936},"labels":[],"label_agreement":null},{"id":"W2770241087","doi":"","title":"RADARSAT-2 Polarimetric Radar Imaging for Lake Ice Mapping","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Arctic and Antarctic ice dynamics","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":"Remote sensing; Polarimetry; Radar imaging; Early-warning radar; Geology; Radar; Geography; Computer science; Radar engineering details; Physics; Optics; Scattering; Telecommunications","score_opus":0.008045778844008937,"score_gpt":0.18089984745285373,"score_spread":0.17285406860884478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770241087","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":[0.9881809,0.00042590773,0.0021783826,0.0014542711,0.0012633088,0.0005680152,0.0013187778,0.000092066315,0.0045183785],"genre_scores_gemma":[0.24036542,0.0005199852,0.045145627,0.000119031676,0.00029135772,8.441512e-8,0.0072068996,0.00003394349,0.70631766],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987801,0.000039170056,0.0001417265,0.0003683756,0.0002763202,0.00039434782],"domain_scores_gemma":[0.9990788,0.0001690461,0.00028816078,0.00021494138,0.00013405239,0.00011496616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021859609,0.00023274535,0.00036001825,0.0003910771,0.00042844398,0.00002465694,0.00041615046,0.00017222035,0.0012624012],"category_scores_gemma":[0.000029551535,0.00022407218,0.00021312432,0.0002454446,0.00009224505,0.0003267756,0.00001638325,0.00017765748,0.00010161867],"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":[0.0011864833,0.00008808776,0.3070412,0.001952427,0.0006114203,0.00015166908,0.08755093,0.000025160685,0.0007995802,0.0003484056,0.005410737,0.5948339],"study_design_scores_gemma":[0.0033853946,0.00030082994,0.55524206,0.0010239572,0.00072257064,0.00003043079,0.32324964,0.0027130146,0.0002225052,0.0020247274,0.109279044,0.0018057969],"about_ca_topic_score_codex":0.07966563,"about_ca_topic_score_gemma":0.1117842,"teacher_disagreement_score":0.7478155,"about_ca_system_score_codex":0.000015783895,"about_ca_system_score_gemma":0.00012935084,"threshold_uncertainty_score":0.9996506},"labels":[],"label_agreement":null},{"id":"W2772199937","doi":"10.13140/rg.2.2.35809.86881","title":"Dietary Exposure Assessment and Contaminants Biomonitoring in the Dehcho Region, Northwest Territories: Exploring the Relationship Between Mercury Exposure, Omega-3 Fatty Acid Status, and Fish Consumption","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"European Food Safety Authority","keywords":"Biomonitoring; MERCURY EXPOSURE; Mercury (programming language); Fish consumption; Fish <Actinopterygii>; Geography; Environmental health; Fishery; Environmental chemistry; Environmental science; Environmental protection; Ecology; Biology; Chemistry; Medicine; Computer science","score_opus":0.05390496430748728,"score_gpt":0.26739292084365257,"score_spread":0.21348795653616529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772199937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99826574,0.00025089824,0.0000050259355,0.00050655735,0.0003379226,0.00047531514,0.00007887437,0.000017214592,0.000062450075],"genre_scores_gemma":[0.9959801,0.0013076834,0.00011559391,0.000014905908,0.00004492868,0.0000061875917,0.00036499847,0.0000139808135,0.0021516231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859136,0.00018852632,0.0002054372,0.00035202812,0.00038089821,0.00028177083],"domain_scores_gemma":[0.99895453,0.0003813616,0.00026565595,0.00029325325,0.000027981581,0.00007720882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035633298,0.00024694906,0.0003214123,0.00010618452,0.0005694335,0.000055549284,0.00023840001,0.00014353357,0.000013259183],"category_scores_gemma":[0.00003249062,0.00019499552,0.000055381952,0.0001893243,0.0002774936,0.0006848934,0.00011728635,0.00035623705,0.0000064666124],"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":[0.00003088886,0.000016310585,0.8839568,0.00010133077,0.000035525747,0.0000063192615,0.113114364,0.0000025138452,0.00026264004,0.000013018708,0.0000668684,0.0023934375],"study_design_scores_gemma":[0.0004165478,0.00009407634,0.8175787,0.00016185151,0.00010658274,0.0000019753556,0.18116657,0.0000022377496,0.00010255426,0.000036684727,0.00015565944,0.00017660286],"about_ca_topic_score_codex":0.0370896,"about_ca_topic_score_gemma":0.10686175,"teacher_disagreement_score":0.06977215,"about_ca_system_score_codex":0.00014243035,"about_ca_system_score_gemma":0.00002420663,"threshold_uncertainty_score":0.9693225},"labels":[],"label_agreement":null},{"id":"W2773648684","doi":"","title":"Two Degrees Celsius, Assessing the Potential of Urban Commercial Buildings in Canada to Reach the 2°C Climate Change Target","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Impact and Sustainability","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":"Degree Celsius; Climate change; Architectural engineering; Geography; Engineering; Environmental science; Meteorology; Geology; Physics","score_opus":0.010506935899814494,"score_gpt":0.22576817542918737,"score_spread":0.21526123952937287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773648684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99644136,0.00004139615,0.0000016755736,0.001505934,0.00019217214,0.00051389076,0.000057562644,0.000005457643,0.001240518],"genre_scores_gemma":[0.9889449,0.000042547566,0.0002812435,0.000049369966,0.000028854587,0.0000014994094,0.00007453,0.000015759277,0.010561315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985246,0.00013796861,0.00015831256,0.00029937725,0.00047174285,0.00040800672],"domain_scores_gemma":[0.9989867,0.000034507055,0.00034039974,0.00052783306,0.000014705063,0.000095854055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041784084,0.00021973277,0.00033357693,0.00005113355,0.00054907514,0.000033629192,0.0009874109,0.000100929894,0.00039094457],"category_scores_gemma":[0.000020166457,0.00017140109,0.00010702115,0.00011856202,0.0002816783,0.00036893095,0.00031896753,0.00029679344,0.000007810445],"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":[0.00025321898,0.00015291295,0.8263321,0.00017895908,0.00004665461,0.00007840774,0.14664799,0.0010593861,0.006957343,0.000032140764,0.00226752,0.01599336],"study_design_scores_gemma":[0.00024370349,0.000037550388,0.850821,0.00006233302,0.00005181416,0.0000010365846,0.14732993,0.00014903824,0.000586873,0.00003041359,0.0005070232,0.00017926327],"about_ca_topic_score_codex":0.991458,"about_ca_topic_score_gemma":0.99281174,"teacher_disagreement_score":0.024488917,"about_ca_system_score_codex":0.0008768494,"about_ca_system_score_gemma":0.00009573582,"threshold_uncertainty_score":0.69895333},"labels":[],"label_agreement":null},{"id":"W2774212477","doi":"","title":"Biogeochemical cycling of nutrient silicon in a human-impacted large lake nearshore environment (Hamilton Harbour Area of Concern, Lake Ontario, Canada)","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geochemistry and Elemental 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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Biogeochemical cycle; Harbour; Cycling; Environmental science; Oceanography; Nutrient; Nutrient cycle; Geography; Hydrology (agriculture); Ecology; Fishery; Geology; Archaeology; Biology","score_opus":0.010188041497611522,"score_gpt":0.1829679737454676,"score_spread":0.1727799322478561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774212477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99653447,0.00007664949,2.2001397e-7,0.000058906393,0.000054194068,0.00014502923,0.0020764633,0.000004644053,0.0010494324],"genre_scores_gemma":[0.9596744,0.00006366218,0.000027514467,0.0000041278613,0.000010204345,1.0442336e-7,0.011978887,0.0000036518213,0.028237449],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986164,0.000032200292,0.00025933672,0.00033072373,0.00044733082,0.00031403953],"domain_scores_gemma":[0.99892193,0.000024018203,0.0005590186,0.00031789902,0.000052060746,0.00012506751],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014189036,0.00022553984,0.000580114,0.00011938834,0.00016005576,0.000009627735,0.00041896754,0.00022904089,0.008314409],"category_scores_gemma":[0.000008341543,0.00024848094,0.00017386746,0.00008568493,0.00011798176,0.0001028005,0.000022234322,0.0002562557,0.0000030966544],"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":[0.00036990037,0.00016763959,0.952545,0.0004191193,0.00025965652,0.000080509795,0.023872854,0.00048632518,0.021004299,0.0000029381738,0.0004115356,0.00038024774],"study_design_scores_gemma":[0.0015996265,0.00019709308,0.8601365,0.00054464,0.00038616336,0.0000018308991,0.05545557,0.0004821492,0.07701069,0.00006469793,0.0035813812,0.0005396423],"about_ca_topic_score_codex":0.98118234,"about_ca_topic_score_gemma":0.9998723,"teacher_disagreement_score":0.09240846,"about_ca_system_score_codex":0.00005058104,"about_ca_system_score_gemma":0.00023703132,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W2777372608","doi":"","title":"Investigations into food web structure in the Beaufort Sea","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Natural Resources Canada; Aboriginal Affairs and Northern Development Canada; Natural Sciences and Engineering Research Council of Canada; Fisheries Joint Management Committee; Fisheries and Oceans Canada; University of Waterloo; Beaufort Regional Environmental Assessment","keywords":"Beaufort scale; Food web; Beaufort sea; Oceanography; Fishery; World Wide Web; Environmental science; Computer science; Sea ice; Biology; Geology; Ecology; Trophic level","score_opus":0.007799693660119625,"score_gpt":0.2015747321350623,"score_spread":0.19377503847494268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777372608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992642,0.00001681964,6.708124e-7,0.0012596288,0.00012516844,0.000235192,0.000047570717,0.000010675993,0.005662314],"genre_scores_gemma":[0.86954963,0.000033204502,0.0007276854,0.000059027803,0.000017274037,7.6243697e-7,0.00042527996,0.000011211053,0.1291759],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99901104,0.00009302918,0.000102823,0.00030447013,0.00028479978,0.00020381775],"domain_scores_gemma":[0.99909025,0.00003009936,0.0002633111,0.0005536351,0.000017171285,0.00004554022],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016626966,0.00016217028,0.00025523693,0.0001279122,0.0004038316,0.00002281082,0.0011078931,0.00026724325,0.0016845664],"category_scores_gemma":[0.000032976957,0.00014991903,0.00010619545,0.00018276162,0.000326984,0.00024997623,0.00010595321,0.00031809858,0.000121156685],"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":[0.00007982935,0.00017929959,0.40142247,0.0001733729,0.00028373767,0.00010438151,0.5545008,0.0016087355,0.010444809,0.00071753195,0.024760904,0.005724085],"study_design_scores_gemma":[0.0008525881,0.00027250953,0.7517189,0.00008857797,0.00045261902,0.000006344497,0.2140265,0.0007740064,0.0014511867,0.008099076,0.021577837,0.00067987846],"about_ca_topic_score_codex":0.034904834,"about_ca_topic_score_gemma":0.9226942,"teacher_disagreement_score":0.88778937,"about_ca_system_score_codex":0.00014393148,"about_ca_system_score_gemma":0.0000486327,"threshold_uncertainty_score":0.999228},"labels":[],"label_agreement":null},{"id":"W2777551938","doi":"","title":"A Use of the Theory of Planned Behaviour to Determine the Social Barriers to the Implementation of Stormwater Green Infrastructure on Private Properties in Dundas, Hamilton, Ontario","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Place Attachment and Urban 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":"Stormwater; Theory of planned behavior; Stormwater management; Green infrastructure; Civil engineering; Environmental planning; Engineering; Business; Transport engineering; Environmental science; Economics; Management; Surface runoff","score_opus":0.027357344797140432,"score_gpt":0.263363060499704,"score_spread":0.23600571570256354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777551938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966086,0.000008385906,2.711331e-7,0.0020897498,0.0001809699,0.00087393506,0.00010871058,0.0000048343045,0.00012455447],"genre_scores_gemma":[0.9143696,0.000009771378,0.000015971675,0.000034455163,0.00002183319,0.0000025963695,0.000024251187,0.000007899897,0.08551364],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99871165,0.00024896918,0.00018206937,0.00017855938,0.00046550907,0.00021325864],"domain_scores_gemma":[0.99898267,0.00005060164,0.00049338373,0.00027605233,0.00015320732,0.000044097163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043713793,0.00016449289,0.00033666907,0.00012768035,0.00082196837,0.000021212669,0.0008015653,0.00012873487,0.00009181177],"category_scores_gemma":[0.000043558754,0.00009864488,0.00013752881,0.00012973187,0.00035051774,0.00017644174,0.0001114469,0.00017995379,9.985391e-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":[0.0006467389,0.000016752752,0.14576408,0.000038379403,0.000091452304,9.185553e-7,0.85025007,0.000018864004,0.0012592272,0.00018473755,0.0010250447,0.0007037489],"study_design_scores_gemma":[0.00022830094,0.00011943618,0.53250635,0.000112762405,0.0001098877,4.4080203e-8,0.46270636,4.888255e-7,0.0024916474,0.000048087655,0.001584411,0.00009224873],"about_ca_topic_score_codex":0.50902283,"about_ca_topic_score_gemma":0.9719855,"teacher_disagreement_score":0.46296266,"about_ca_system_score_codex":0.00016983597,"about_ca_system_score_gemma":0.00025460921,"threshold_uncertainty_score":0.6321999},"labels":[],"label_agreement":null},{"id":"W2779856114","doi":"","title":"Governance for Sustainability in Forest Communities: Case Study of the Antoine-Labelle Regional County Municipality in Quebec","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"French Urban and Social 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":"Sustainability; Corporate governance; Geography; Environmental planning; Environmental resource management; Forestry; Business; Ecology; Economics","score_opus":0.03530167690997198,"score_gpt":0.273994820445653,"score_spread":0.238693143535681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779856114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962092,0.00030236226,2.6928254e-7,0.0006835786,0.00021161599,0.0012788881,0.000079588026,0.000008049665,0.0012264198],"genre_scores_gemma":[0.81497616,0.00021259567,0.000008434936,0.00000370569,0.000017969518,0.000003968213,0.000021141832,0.0000062586473,0.18474978],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985621,0.00040441353,0.0001935983,0.00019778954,0.00036538663,0.0002766923],"domain_scores_gemma":[0.99828595,0.00025060095,0.0005212595,0.00046483066,0.00044366118,0.000033672506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007860414,0.00015691883,0.0004917789,0.000065687454,0.0012798546,0.000027010694,0.0008292167,0.00021893288,0.000010639775],"category_scores_gemma":[0.00016451815,0.00015838529,0.00014246283,0.00019248702,0.0008453249,0.00027606534,0.00008933935,0.0002705604,1.4454739e-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":[0.0001381369,0.0004709717,0.069495395,0.00023378628,0.000038787482,0.00004615931,0.9233969,0.000025908119,6.133698e-7,0.0052799378,0.0005108022,0.00036262936],"study_design_scores_gemma":[0.0009695474,0.000069093185,0.1061852,0.000119863704,0.000038423506,2.3420463e-7,0.88883764,0.000034212175,7.4328307e-7,0.0011521837,0.0024569181,0.00013594884],"about_ca_topic_score_codex":0.99878085,"about_ca_topic_score_gemma":0.9999553,"teacher_disagreement_score":0.18352337,"about_ca_system_score_codex":0.0009370336,"about_ca_system_score_gemma":0.0005173163,"threshold_uncertainty_score":0.98437357},"labels":[],"label_agreement":null},{"id":"W2780958984","doi":"","title":"Testing of Innovative Pipe Renewal Liners for Renovation of Potable Water Distribution Pipelines","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geotechnical Engineering and Underground 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":"Potable water; Pipeline transport; Engineering; Environmental science; Civil engineering; Architectural engineering; Forensic engineering; Petroleum engineering; Waste management; Environmental engineering","score_opus":0.011190335928390242,"score_gpt":0.20227151038806537,"score_spread":0.19108117445967512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780958984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99527,0.000052192176,0.0032999844,0.000041175204,0.0003316688,0.00023133987,0.00024563674,0.000097149175,0.00043084283],"genre_scores_gemma":[0.96918494,0.000016963751,0.0038001891,5.2715797e-7,0.000044583387,9.218497e-7,0.0029999265,0.000029334356,0.023922602],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992019,0.000007799349,0.00024473152,0.00017797752,0.00016050457,0.00020711444],"domain_scores_gemma":[0.9987072,0.000046503264,0.00024847558,0.00025650705,0.0007115554,0.000029770652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012804648,0.00020570366,0.0004461261,0.00017986285,0.0000915353,0.000008963816,0.00025267722,0.00031977292,0.000017337781],"category_scores_gemma":[0.00010943128,0.00020590865,0.00009816791,0.0001852435,0.00006096581,0.00012384095,0.000020256857,0.0001656568,6.7799755e-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":[0.000310911,0.00005281833,0.00021452497,0.0048088743,0.00031447437,0.0000031230334,0.011320259,0.0789386,0.8938755,0.00067875406,0.001694658,0.0077875233],"study_design_scores_gemma":[0.002147055,0.0005015462,0.0074138506,0.0017354421,0.0003695873,0.000003344787,0.019388279,0.02924967,0.93339115,0.0029753335,0.0017487563,0.0010759541],"about_ca_topic_score_codex":0.00439501,"about_ca_topic_score_gemma":0.0014493666,"teacher_disagreement_score":0.04968893,"about_ca_system_score_codex":0.000043158725,"about_ca_system_score_gemma":0.000033801545,"threshold_uncertainty_score":0.83967113},"labels":[],"label_agreement":null},{"id":"W2781537877","doi":"","title":"Implications of Marine Protected Areas on Social-Ecological Wellbeing in the Bay of Fundy, Canada","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coral and Marine Ecosystems 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":"Social Sciences and Humanities Research Council of Canada; Fisheries and Oceans Canada; University of Waterloo","keywords":"Bay; Ecology; Fishery; Oceanography; Geography; Environmental science; Biology; Geology","score_opus":0.011177296799273657,"score_gpt":0.19415349263418372,"score_spread":0.18297619583491007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781537877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916018,0.0000026802575,4.0560337e-7,0.0011440819,0.00005308932,0.0003712827,0.00003114811,0.000005248224,0.0067902403],"genre_scores_gemma":[0.9564687,0.000012695129,0.00007519746,0.000010307489,0.000011036023,0.0000022505646,0.0000906794,0.000004593768,0.043324552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999275,0.0000587125,0.00012912403,0.00018550313,0.0002116969,0.00013995268],"domain_scores_gemma":[0.99947906,0.00004287309,0.00026348955,0.00015730195,0.00003694293,0.000020324465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011486503,0.000113318,0.00026773548,0.000047912814,0.00015029461,0.0000022113877,0.00033363386,0.00008870966,0.0005858123],"category_scores_gemma":[0.000016289092,0.00009245802,0.00006286497,0.00021828942,0.00010894699,0.000036382964,0.00017056895,0.00011664136,0.000006281184],"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":[0.0009622738,0.0013670654,0.7474542,0.0013888989,0.0003451734,0.000049820792,0.15971312,0.00006607421,0.013442622,0.0013169795,0.048520397,0.02537335],"study_design_scores_gemma":[0.00016342702,0.00010206964,0.970728,0.000033657387,0.000030646435,4.4063174e-7,0.027613891,0.00001027826,0.00020660849,0.00017776528,0.0008418432,0.00009139123],"about_ca_topic_score_codex":0.87863654,"about_ca_topic_score_gemma":0.99501115,"teacher_disagreement_score":0.22327375,"about_ca_system_score_codex":0.00015592274,"about_ca_system_score_gemma":0.000045022927,"threshold_uncertainty_score":0.64142346},"labels":[],"label_agreement":null},{"id":"W2782451824","doi":"","title":"Semi-Analytic Radiatively Inefficient Accretion Flows in General Gravity","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gas Dynamics and Kinetic 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":"Institut Périmètre de physique théorique; University of Waterloo","keywords":"Accretion (finance); Physics; Geology; Astrophysics","score_opus":0.013327208859930955,"score_gpt":0.23606947610754983,"score_spread":0.22274226724761886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782451824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983235,0.000029811572,0.00012516246,0.00012727783,0.0002977803,0.00034174827,0.000052180396,0.000036060093,0.0006664761],"genre_scores_gemma":[0.6243664,0.00007796671,0.008997272,0.000011446878,0.00009740989,0.0000010495528,0.0006734363,0.000061034647,0.36571395],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986433,0.00011822696,0.00022330768,0.0003997441,0.00031694493,0.0002984915],"domain_scores_gemma":[0.99890494,0.00006530384,0.0003811063,0.0003706663,0.0001917566,0.000086201086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040418905,0.00027716343,0.0005725213,0.00045279556,0.00010140495,0.000016588843,0.0003802273,0.00034566136,0.00026739633],"category_scores_gemma":[0.000059083424,0.00031287898,0.00021626016,0.00028072187,0.00008091399,0.00008290705,0.00006748228,0.00028515767,0.00003614561],"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":[0.0024608227,0.0022694864,0.0038418674,0.004030003,0.0012608017,0.00035552,0.85923856,0.0018713439,0.025119424,0.08231039,0.010162321,0.00707947],"study_design_scores_gemma":[0.010970387,0.001699803,0.120147385,0.0031792636,0.00317035,0.00002453804,0.42227563,0.19826692,0.0044545606,0.22871913,0.0023528794,0.004739145],"about_ca_topic_score_codex":0.007980897,"about_ca_topic_score_gemma":0.07599952,"teacher_disagreement_score":0.4369629,"about_ca_system_score_codex":0.00019239083,"about_ca_system_score_gemma":0.00009059356,"threshold_uncertainty_score":0.99993235},"labels":[],"label_agreement":null},{"id":"W2783036917","doi":"","title":"Assessing relations among multiple environmental gradients for shallow lakes in Old Crow Flats, Yukon, using hydrological, limnological and community-collaborative research approaches","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ecology and 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; Government of Canada; Parks Canada","keywords":"Geography; Environmental science; Hydrology (agriculture); Oceanography; Ecology; Geology; Biology; Geotechnical engineering","score_opus":0.08940158921694567,"score_gpt":0.26940774083716623,"score_spread":0.18000615162022054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783036917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985814,0.00004619685,0.0000037169536,0.0001609113,0.00007023053,0.0006369024,0.000074633375,0.000018899846,0.00040707993],"genre_scores_gemma":[0.98280895,0.00007531957,0.0034741112,0.0000067338096,0.000012305502,0.0000026526372,0.00033024026,0.000009070033,0.013280634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998159,0.00059842836,0.00014307733,0.00046481824,0.00023907558,0.00039563893],"domain_scores_gemma":[0.9990993,0.00041467175,0.00018758037,0.00019983618,0.000026847743,0.0000717692],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008651018,0.00021953566,0.0003708974,0.00019648814,0.00240938,0.00003823961,0.00037139928,0.0005534407,0.00014576592],"category_scores_gemma":[0.00011708725,0.00022685145,0.00007685729,0.00026113243,0.0017122544,0.00052685605,0.0004849131,0.0007911828,0.000025137897],"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":[0.00022371959,0.00040715703,0.8950504,0.000046397417,0.00007312276,0.000015873975,0.10183467,0.00008081348,0.0017603897,0.000009871337,0.00023158414,0.0002659701],"study_design_scores_gemma":[0.0006134372,0.00032059927,0.68912417,0.00004732793,0.000061004634,7.808609e-7,0.30741754,0.0017943664,0.00016444235,0.00020074449,0.000056082652,0.00019952084],"about_ca_topic_score_codex":0.0070013525,"about_ca_topic_score_gemma":0.19101258,"teacher_disagreement_score":0.20592628,"about_ca_system_score_codex":0.00027968604,"about_ca_system_score_gemma":0.000014971772,"threshold_uncertainty_score":0.99961114},"labels":[],"label_agreement":null},{"id":"W2783114523","doi":"","title":"SO2 Gas Abatement Using Ionic Liquids for Marine Applications","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gas Sensing Nanomaterials and Sensors","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":"University of Waterloo","keywords":"Ionic liquid; Environmental science; Environmental chemistry; Chemical engineering; Chemistry; Petroleum engineering; Engineering; Organic chemistry","score_opus":0.011493916982126783,"score_gpt":0.20506918902065302,"score_spread":0.19357527203852623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783114523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99787414,0.000039282426,0.00035151347,0.000051200404,0.0005373239,0.00056095,0.00006683071,0.00014959065,0.00036916113],"genre_scores_gemma":[0.52662635,0.000768815,0.086076155,0.000017611588,0.00085159193,0.000009717389,0.005605393,0.00036972904,0.3796746],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992044,0.000012439662,0.00015377068,0.00023974355,0.00012676137,0.00026288666],"domain_scores_gemma":[0.99936783,0.000014058263,0.000114503186,0.00026853607,0.00016801474,0.00006707573],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007642694,0.00022479333,0.00034695587,0.00019032587,0.0001816876,0.000023342573,0.00018431943,0.00023381131,0.00017226057],"category_scores_gemma":[0.000002559075,0.00028022283,0.000143803,0.00010363671,0.00004233115,0.000080989324,0.000031118474,0.000071595416,0.00003636552],"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":[0.00070895563,0.00023531739,0.000115081595,0.006340922,0.0012880081,0.000029525576,0.07806546,0.011608037,0.8767634,0.00078579015,0.010017245,0.014042269],"study_design_scores_gemma":[0.007997067,0.0016030367,0.004038232,0.002250642,0.0040713428,0.00004451624,0.1839999,0.19631425,0.49403226,0.002716646,0.09700198,0.0059301415],"about_ca_topic_score_codex":0.0037652182,"about_ca_topic_score_gemma":0.008647352,"teacher_disagreement_score":0.4712478,"about_ca_system_score_codex":0.0001200071,"about_ca_system_score_gemma":0.000032739583,"threshold_uncertainty_score":0.999965},"labels":[],"label_agreement":null},{"id":"W2783178463","doi":"","title":"Reverse Block Mall - Collectivization as Strategy Against Spatial Monopolization in Toronto","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Monopolization; Block (permutation group theory); Computer science; Mathematics; Economics; Microeconomics","score_opus":0.011786425061217203,"score_gpt":0.24548050404572513,"score_spread":0.23369407898450792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783178463","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":[0.9321584,0.000048926053,0.0000392783,0.00022984906,0.00040590824,0.00042376562,0.000018812196,0.00007364826,0.06660139],"genre_scores_gemma":[0.3775202,0.00042690098,0.00026675817,0.00004670883,0.00014226483,6.3267896e-7,0.000983404,0.000024663246,0.6205884],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99870634,0.00015540412,0.0001537496,0.00032228502,0.00039761924,0.0002646003],"domain_scores_gemma":[0.99906194,0.000022667933,0.0002985087,0.00014585744,0.00036982915,0.00010118211],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022073353,0.00017168297,0.00026519765,0.00020902324,0.00047719828,0.000051210747,0.0002803759,0.00044650643,0.0013464733],"category_scores_gemma":[0.00006899562,0.00024062143,0.000068096364,0.00041836395,0.00010426801,0.0006351196,0.000023595123,0.00012539027,0.000060622024],"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":[0.00049058674,0.00027656282,0.0062555787,0.0001871883,0.00010604959,0.000044360364,0.9644162,0.0005060288,0.0011814364,0.0069944947,0.016341392,0.0032001317],"study_design_scores_gemma":[0.0009504228,0.00016704551,0.011285676,0.00028799454,0.000087217035,3.7073312e-7,0.9736282,0.0010520148,0.0002974569,0.00020174148,0.011532649,0.00050917006],"about_ca_topic_score_codex":0.6854033,"about_ca_topic_score_gemma":0.9599839,"teacher_disagreement_score":0.5546382,"about_ca_system_score_codex":0.00071320805,"about_ca_system_score_gemma":0.00047730742,"threshold_uncertainty_score":0.99956644},"labels":[],"label_agreement":null},{"id":"W2783557968","doi":"","title":"Effects of Land Use and Hydrophysical Drivers on Temporal and Spatial Variability of Phosphorus and Nitrate Export in an Agricultural Subwatershed in Southern Ontario, Canada","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Nitrate; Environmental science; Phosphorus; Agricultural land; Land use; Hydrology (agriculture); Geography; Water resource management; Ecology; Engineering; Civil engineering; Chemistry; Geotechnical engineering; Biology; Archaeology","score_opus":0.0033959015546611853,"score_gpt":0.1509367079431067,"score_spread":0.14754080638844552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783557968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996455,0.000003104469,2.8811183e-7,0.000013164208,0.000047965732,0.00023735169,0.000035606754,0.0000033509584,0.00001372459],"genre_scores_gemma":[0.9980444,0.000012177952,0.00008189981,0.0000022647466,0.0000034654656,3.2364923e-7,0.00013662726,0.0000063596535,0.0017125371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910337,0.00006917488,0.00012920146,0.00033677605,0.00020097355,0.00016051256],"domain_scores_gemma":[0.999597,0.000036827118,0.00015149922,0.000111756715,0.000017648767,0.00008522697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008583269,0.00017722714,0.00035552747,0.000056407604,0.000039189203,0.000008366202,0.00010131958,0.00013678128,0.000009728553],"category_scores_gemma":[0.000005317123,0.00016092171,0.000025470765,0.00007956264,0.00022922653,0.00018678594,0.00006428264,0.00013685845,3.6179344e-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":[0.0004360633,0.0001185862,0.9325976,0.00009545671,0.000012930323,0.000027345355,0.0650101,0.000022557404,0.0014639482,9.895971e-7,0.000005243371,0.00020918768],"study_design_scores_gemma":[0.0011937997,0.0002999321,0.9845399,0.00009903379,0.000040743835,6.655048e-7,0.0117742,0.00034667464,0.0014499797,0.00007885785,0.0000023039129,0.00017390006],"about_ca_topic_score_codex":0.996326,"about_ca_topic_score_gemma":0.9976326,"teacher_disagreement_score":0.053235903,"about_ca_system_score_codex":0.00016710593,"about_ca_system_score_gemma":0.00004047199,"threshold_uncertainty_score":0.6562197},"labels":[],"label_agreement":null},{"id":"W2783625807","doi":"","title":"Towards automated lake ice classification using dual polarization RADARSAT SAR imagery","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Arctic and Antarctic ice dynamics","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":"Remote sensing; Synthetic aperture radar; Dual-polarization interferometry; Dual (grammatical number); Cartography; Geography; Computer science; Environmental science; Geology; Telecommunications; Art","score_opus":0.014017392760498088,"score_gpt":0.20838488508457867,"score_spread":0.19436749232408057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783625807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99708307,0.000029134902,0.00026079328,0.00022426517,0.00065184414,0.00019233118,0.0003155112,0.00016223078,0.0010807976],"genre_scores_gemma":[0.78371865,0.00017900534,0.034439523,0.00006133466,0.00025701948,2.1929718e-8,0.023698246,0.000030649502,0.15761556],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987079,0.00008619465,0.00017354474,0.00037456126,0.0003653274,0.00029250103],"domain_scores_gemma":[0.99899226,0.000030419582,0.00038943964,0.00023838949,0.00024507067,0.000104403305],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019489034,0.0002361017,0.0003128052,0.00023860978,0.00041943236,0.00004083228,0.00025883026,0.0003431408,0.0015665113],"category_scores_gemma":[0.000023258111,0.0002617421,0.00011854535,0.00029426598,0.00016476204,0.00048970047,0.000016895872,0.00021024836,0.00014623374],"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":[0.0037082604,0.00054003246,0.32661492,0.00386171,0.0017371727,0.0005437757,0.45204833,0.003129192,0.02421267,0.00054146163,0.011997543,0.17106494],"study_design_scores_gemma":[0.0006627073,0.00019297257,0.55282176,0.0002857916,0.00050166587,0.000023964098,0.12898424,0.31349376,0.00022625682,0.00015412066,0.001921125,0.00073162146],"about_ca_topic_score_codex":0.07867166,"about_ca_topic_score_gemma":0.11135255,"teacher_disagreement_score":0.3230641,"about_ca_system_score_codex":0.000026459616,"about_ca_system_score_gemma":0.0002433267,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null},{"id":"W2783686338","doi":"","title":"Quantifying Groundwater Recharge Under Dynamic Seasonality in Cold Climates","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrology and Watershed Management 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":"Groundwater recharge; Seasonality; Groundwater; Environmental science; Hydrology (agriculture); Climatology; Geography; Water resource management; Geology; Ecology; Aquifer; Geotechnical engineering; Biology","score_opus":0.01808770401109802,"score_gpt":0.23405792595556651,"score_spread":0.2159702219444685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783686338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99647105,0.000038537266,0.000011401545,0.00082128774,0.00026318256,0.0002756542,0.000012775671,0.000045436023,0.0020606976],"genre_scores_gemma":[0.76925766,0.0002018637,0.00052061275,0.000053273463,0.000008929892,0.000001105107,0.0002239359,0.000018824665,0.2297138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856573,0.000098901575,0.00014998324,0.0005235121,0.00025171693,0.0004101521],"domain_scores_gemma":[0.9994514,0.000027111584,0.00018129901,0.00026876287,0.00001700244,0.00005443843],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035535655,0.0002550851,0.00038499333,0.00010785216,0.00027921295,0.000013899684,0.00038595122,0.00028871183,0.0017792406],"category_scores_gemma":[0.000005935499,0.00027494843,0.0001132426,0.00019980664,0.00028947482,0.0002933648,0.00025862452,0.00022904002,0.0007914566],"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":[0.0017233986,0.0011969802,0.67468804,0.0016159541,0.00084615184,0.000307906,0.27318317,0.0006080169,0.027190184,0.0012926111,0.01577847,0.0015691107],"study_design_scores_gemma":[0.0020960597,0.0003916365,0.8216075,0.00046513818,0.0004346122,0.0000023254884,0.16107465,0.0016015691,0.0029608994,0.0022119617,0.0057050763,0.0014485838],"about_ca_topic_score_codex":0.032926194,"about_ca_topic_score_gemma":0.3817698,"teacher_disagreement_score":0.3488436,"about_ca_system_score_codex":0.00023408401,"about_ca_system_score_gemma":0.000008315975,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W2783877840","doi":"","title":"Fibers-based Porous Structures for Oil Absorption Applications","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Surface Modification and Superhydrophobicity","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":"Materials science; Porosity; Absorption (acoustics); Composite material; Porous medium","score_opus":0.014530258541496897,"score_gpt":0.22771057234153913,"score_spread":0.21318031380004224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783877840","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":[0.9974359,0.000060532962,0.00054285245,0.0002706009,0.00039352203,0.00038882,0.0003101167,0.000117845906,0.0004797977],"genre_scores_gemma":[0.39809674,0.000059983944,0.033663705,0.00007814077,0.0001860898,0.00002101221,0.004388258,0.00007538097,0.56343067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987786,0.000046370347,0.00016374749,0.00049040455,0.00027497628,0.00024590874],"domain_scores_gemma":[0.9986809,0.000048980568,0.00030263446,0.00046824364,0.00040859965,0.00009067892],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017425121,0.00022524482,0.00033110465,0.00018330832,0.00037207507,0.00003717672,0.00046059868,0.00032360991,0.001342735],"category_scores_gemma":[0.0000137482,0.00025664875,0.00016543016,0.00013989036,0.00015304833,0.0001365386,0.000021273318,0.00009886985,0.00020650683],"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":[0.0007835787,0.00016766743,0.000050733055,0.00093475933,0.00005057133,0.000002625017,0.034939427,0.0002896722,0.9487923,0.0006148217,0.006332665,0.0070411796],"study_design_scores_gemma":[0.0032405115,0.0004365285,0.0030996073,0.00023338094,0.0005654475,0.0000030033646,0.10174226,0.0021214536,0.8515127,0.0020679145,0.033410955,0.0015662396],"about_ca_topic_score_codex":0.0068611004,"about_ca_topic_score_gemma":0.0124834655,"teacher_disagreement_score":0.5993392,"about_ca_system_score_codex":0.00009436501,"about_ca_system_score_gemma":0.00015142947,"threshold_uncertainty_score":0.99998856},"labels":[],"label_agreement":null},{"id":"W2783938065","doi":"","title":"MEMS-Based Millimeter Front-end for Automotive Radar Applications","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Microelectromechanical systems; Millimeter; Front and back ends; Automotive industry; Radar; Engineering; Computer science; Aerospace engineering; Mechanical engineering; Physics; Astronomy; Optoelectronics","score_opus":0.007522221765978574,"score_gpt":0.19058469350943763,"score_spread":0.18306247174345905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783938065","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":[0.8365612,0.0017341177,0.14865454,0.00035245373,0.0021444336,0.0029864686,0.0019419626,0.0016306222,0.003994216],"genre_scores_gemma":[0.11904808,0.00021254084,0.1415741,0.000030080653,0.00049503293,0.00002842471,0.008114263,0.00034490236,0.73015255],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991757,0.000008926588,0.0001290767,0.00028043188,0.00013436667,0.00027149686],"domain_scores_gemma":[0.9992548,0.000044483073,0.00007990667,0.00032927748,0.00020755538,0.00008396822],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000083180545,0.00027596048,0.00036081218,0.00026275418,0.0001251303,0.000015126409,0.00030071178,0.00029836738,0.00021976644],"category_scores_gemma":[0.000007031601,0.00034536226,0.00021980294,0.00010015762,0.00005591833,0.000079545825,0.00001305399,0.00015573886,0.00008585286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081958855,0.00048323922,0.00008458044,0.016157318,0.0043904884,0.00004060945,0.21289107,0.02521338,0.28187302,0.00054111244,0.407237,0.050268613],"study_design_scores_gemma":[0.0054318532,0.0007517677,0.0021861482,0.0015548497,0.0021326556,0.000005100289,0.064188346,0.09536275,0.4214087,0.0006129065,0.4022953,0.0040696193],"about_ca_topic_score_codex":0.0009918662,"about_ca_topic_score_gemma":0.0040265797,"teacher_disagreement_score":0.7261584,"about_ca_system_score_codex":0.00010028571,"about_ca_system_score_gemma":0.000041502393,"threshold_uncertainty_score":0.99989986},"labels":[],"label_agreement":null},{"id":"W2783956520","doi":"","title":"Nitrogen Dynamics in a Harvested Rocky Mountain Catchment","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Alberta Agriculture and Forestry; Alberta Environment and Parks","keywords":"Geography; Drainage basin; Environmental science; Ecology; Hydrology (agriculture); Geology; Biology; Cartography; Geotechnical engineering","score_opus":0.00531325409425278,"score_gpt":0.18568944688372307,"score_spread":0.18037619278947029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783956520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972832,0.000014233935,0.000009249171,0.00019774362,0.00020637202,0.0002986847,0.000059729355,0.00004007136,0.0018906767],"genre_scores_gemma":[0.5651817,0.00010546067,0.0017574711,0.000033621345,0.00003451979,0.0000020161053,0.0026670515,0.000055810124,0.43016237],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99854743,0.00005290515,0.0001677783,0.000480292,0.00037600187,0.00037559035],"domain_scores_gemma":[0.9992919,0.000012658973,0.0002140029,0.00034190968,0.000026981254,0.00011253629],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013531884,0.00027370435,0.00035275528,0.00018615596,0.00012864468,0.000018761853,0.00053252134,0.00031272756,0.00030847263],"category_scores_gemma":[0.0000052566,0.0003179396,0.00012362128,0.00032854927,0.00015040813,0.00025403188,0.00017666334,0.0002220602,0.00039854282],"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":[0.00040520527,0.0003039168,0.91932976,0.00014609893,0.000073002746,0.000100187295,0.07489198,0.00022579197,0.00020238018,0.00009727752,0.001769395,0.0024550152],"study_design_scores_gemma":[0.005348386,0.0009410767,0.34571558,0.00076033006,0.00051286357,0.000016137232,0.57578886,0.04674415,0.0022256724,0.015318493,0.0037989353,0.0028295158],"about_ca_topic_score_codex":0.17667787,"about_ca_topic_score_gemma":0.47810963,"teacher_disagreement_score":0.5736142,"about_ca_system_score_codex":0.0010781654,"about_ca_system_score_gemma":0.000028945395,"threshold_uncertainty_score":0.9999273},"labels":[],"label_agreement":null},{"id":"W2784616093","doi":"","title":"Power, Architecture, Transition: Creating a Safe Space for Victims of Domestic Violence.","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Architecture; Power (physics); Space (punctuation); Transition (genetics); Engineering; Computer security; Computer science; Geography; Physics; Operating system","score_opus":0.015532102697927121,"score_gpt":0.3091781652075596,"score_spread":0.2936460625096325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784616093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938478,0.00020463209,0.00051044184,0.00026695733,0.00061334955,0.0010190731,0.0002468841,0.00005566496,0.0032351953],"genre_scores_gemma":[0.9038977,0.00029818248,0.00497802,0.000013044581,0.00020260327,0.0000071851928,0.0006669476,0.00005437416,0.08988194],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984447,0.00018813292,0.00029778745,0.0003575901,0.00029071086,0.00042109177],"domain_scores_gemma":[0.9980323,0.00029708465,0.0006391506,0.00028094777,0.0006313637,0.00011915189],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029885097,0.0002657498,0.000961073,0.00026202507,0.0008264628,0.000005047152,0.00031323795,0.00062963524,0.0009460523],"category_scores_gemma":[0.000057359193,0.0002883771,0.00028129952,0.00022876075,0.00015633281,0.00009963736,0.000033766,0.000398782,0.000035362373],"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":[0.0008583678,0.000088308356,0.00038998993,0.0035412223,0.0001590325,0.000009191734,0.9903071,0.00001410037,0.0010660448,0.0010743565,0.00013733115,0.0023549423],"study_design_scores_gemma":[0.001281665,0.0003934049,0.0031923254,0.0037744066,0.00024594448,1.7374673e-7,0.98731893,0.000045702916,0.0005262753,0.0020732116,0.00083133916,0.0003166144],"about_ca_topic_score_codex":0.030847298,"about_ca_topic_score_gemma":0.10741118,"teacher_disagreement_score":0.0899501,"about_ca_system_score_codex":0.000089362555,"about_ca_system_score_gemma":0.00030119385,"threshold_uncertainty_score":0.9999672},"labels":[],"label_agreement":null},{"id":"W2784939162","doi":"","title":"Evaluating Unbonded Concrete Overlay for Usage on Ontario Residential Streets","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Overlay; Civil engineering; Engineering; Architectural engineering; Transport engineering; Forensic engineering; Construction engineering; Computer science","score_opus":0.01788732872061647,"score_gpt":0.2340416379077353,"score_spread":0.21615430918711884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784939162","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":[0.99466735,0.000024124098,0.00009027894,0.0000325995,0.0015541129,0.00035198257,0.00006290348,0.00011387686,0.0031027466],"genre_scores_gemma":[0.29239064,0.000020003758,0.00796307,0.000011049975,0.00024823533,0.0000038517674,0.0015916023,0.000074119336,0.69769746],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990934,0.000025054987,0.0001455052,0.00026692427,0.00026697433,0.00020213825],"domain_scores_gemma":[0.99932367,0.000034733395,0.00014623826,0.00021980975,0.00021790882,0.00005765097],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000119932214,0.00022335141,0.0002861687,0.00021087953,0.00017593236,0.000029310886,0.00018835366,0.0003321847,0.0008072728],"category_scores_gemma":[0.0000127724825,0.00027473367,0.0001715766,0.000081461585,0.000048377336,0.0001741505,0.00001151363,0.00022385716,0.000044160242],"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":[0.0047767144,0.0000643579,0.0009392992,0.0030879523,0.002569755,0.000048419974,0.5519922,0.003669016,0.2479526,0.008031267,0.08666287,0.09020556],"study_design_scores_gemma":[0.019572811,0.006599969,0.041418526,0.005644979,0.0041592414,0.000020351243,0.46862555,0.07679469,0.3187937,0.005051988,0.046850525,0.0064676567],"about_ca_topic_score_codex":0.059205133,"about_ca_topic_score_gemma":0.6143975,"teacher_disagreement_score":0.70227677,"about_ca_system_score_codex":0.00024659903,"about_ca_system_score_gemma":0.00012382737,"threshold_uncertainty_score":0.9999705},"labels":[],"label_agreement":null},{"id":"W2785088687","doi":"","title":"Living as a Self-sufficient Second-class Citizen: Chinese International Undergraduate Students’ Journey to Permanent Residency in Canada","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Class (philosophy); Medical education; Mathematics education; Medicine; Psychology; Political science; Computer science","score_opus":0.011984760290619323,"score_gpt":0.2709102470162299,"score_spread":0.25892548672561055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785088687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97317547,0.000061381914,4.293151e-7,0.00581004,0.0020354425,0.00034820198,0.000031669733,0.00003153767,0.018505823],"genre_scores_gemma":[0.7216308,0.0003793067,0.00006957313,0.00006746479,0.00019411085,8.599839e-7,0.000075590666,0.000015511543,0.2775668],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99718124,0.00015783419,0.00023864262,0.00042690322,0.0015990227,0.00039636312],"domain_scores_gemma":[0.9987859,0.000099423414,0.00029602041,0.00016227753,0.00046314567,0.00019324108],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048976415,0.0002460163,0.00034217487,0.00043567212,0.00040737045,0.0000902538,0.0013323625,0.00016888756,0.001647103],"category_scores_gemma":[0.00007862379,0.0002846718,0.0001297062,0.00026878872,0.00004742253,0.0002168639,0.00021860692,0.00027364527,0.00012407196],"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":[0.00013375029,0.00016282049,0.018318528,0.000058097317,0.00021085773,0.0001271851,0.9739517,0.000028575198,0.000048668917,0.00074566307,0.0060789688,0.00013517251],"study_design_scores_gemma":[0.0004353006,0.00008085391,0.089627296,0.0003910231,0.000037407175,8.8300703e-7,0.90458924,0.000030955656,0.000021841086,0.00045588383,0.0039656106,0.0003636834],"about_ca_topic_score_codex":0.9837099,"about_ca_topic_score_gemma":0.99974644,"teacher_disagreement_score":0.25906098,"about_ca_system_score_codex":0.002321469,"about_ca_system_score_gemma":0.001595209,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W2785121611","doi":"","title":"Manipulation of electronic band structure by doping colloidal gallium oxide nanocrystals and its impact on photocatalysis","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"ZnO doping 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 Research; McMaster University","keywords":"Photocatalysis; Doping; Gallium; Materials science; Nanocrystal; Colloid; Gallium oxide; Nanotechnology; Oxide; Chemical engineering; Optoelectronics; Chemistry; Engineering; Metallurgy; Catalysis; Organic chemistry","score_opus":0.007323049401899716,"score_gpt":0.21396126157176878,"score_spread":0.20663821216986908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785121611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99881554,0.00042551983,0.0000024727005,0.00003878582,0.00011348444,0.00028753688,0.0002101755,0.000027814567,0.00007864876],"genre_scores_gemma":[0.95192224,0.000112919864,0.00008490425,0.000004530924,0.000021278516,3.5288707e-7,0.00047340998,0.000020434485,0.04735993],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998792,0.00007403727,0.00015949548,0.00037415748,0.0003032033,0.00029713777],"domain_scores_gemma":[0.9991126,0.000025892012,0.0003936911,0.00021877969,0.00018389791,0.000065110915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001539107,0.00025633362,0.00047226882,0.00019495707,0.0001929703,0.00003540085,0.00025477447,0.00025687614,0.0004421573],"category_scores_gemma":[0.000013103824,0.00023636881,0.000112566035,0.00013775147,0.00007756697,0.000229012,0.000030789906,0.00013374243,0.000012716394],"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":[0.0006674696,0.000019917652,0.00014541674,0.00040418145,0.00007924496,0.0000015520991,0.01423708,0.0003012009,0.9835514,0.000016016322,0.00053370185,0.000042861062],"study_design_scores_gemma":[0.00043680528,0.0004434846,0.0018748388,0.00036928384,0.00017024296,0.0000024575247,0.009344025,0.00044395123,0.9864536,0.00007983298,0.00008951169,0.000291969],"about_ca_topic_score_codex":0.013738019,"about_ca_topic_score_gemma":0.009240906,"teacher_disagreement_score":0.04728128,"about_ca_system_score_codex":0.00011293781,"about_ca_system_score_gemma":0.00010663742,"threshold_uncertainty_score":0.99282956},"labels":[],"label_agreement":null},{"id":"W2788798366","doi":"","title":"The Sockeye Special: Reimagining the Arbutus Corridor for a Resilient Vancouver","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Geography; Forestry; Geology; Environmental planning","score_opus":0.01208826599097592,"score_gpt":0.2415312691977795,"score_spread":0.22944300320680358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788798366","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":[0.79472125,0.00064002944,0.0000308253,0.0880771,0.018962689,0.0033961206,0.0012241922,0.00013448708,0.09281333],"genre_scores_gemma":[0.0035652174,0.00031257048,0.00014830442,0.00017302045,0.001770637,0.0000018048197,0.000030066147,0.00001744885,0.99398094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872214,0.00009454027,0.00010663299,0.0002602391,0.0003854998,0.00043098163],"domain_scores_gemma":[0.9987305,0.00023202374,0.00036205145,0.00031878854,0.00025100535,0.00010564825],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000481676,0.00014728947,0.00020447075,0.000056637415,0.0024464412,0.00006772592,0.00079112937,0.00018025063,0.0001833816],"category_scores_gemma":[0.00016734586,0.000108656655,0.00020902418,0.00018352002,0.000619772,0.00013865074,0.0000353671,0.00022146615,0.00003871644],"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":[0.00016059277,0.0000073588576,0.000020475352,0.000020369424,0.00003733922,0.0000031151455,0.25013882,0.0000013276277,0.0000072978846,0.004644241,0.74056387,0.0043951934],"study_design_scores_gemma":[0.00019640823,0.00003447566,0.0007126332,0.000058918886,0.000060824477,1.09730735e-7,0.25299096,0.000016189584,0.000033851902,0.0015764474,0.7441919,0.0001273186],"about_ca_topic_score_codex":0.5743703,"about_ca_topic_score_gemma":0.9913048,"teacher_disagreement_score":0.9011676,"about_ca_system_score_codex":0.00022485392,"about_ca_system_score_gemma":0.00066374347,"threshold_uncertainty_score":0.99885225},"labels":[],"label_agreement":null},{"id":"W2789034717","doi":"","title":"Exploring the Utility of Inter-Segmental Coordination to Assess Movement Competency During Lifting Tasks","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Motor Control and Adaptation","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":"Movement (music); Psychology; Cognitive psychology; Physical medicine and rehabilitation; Medicine; Art; Aesthetics","score_opus":0.05808592587837131,"score_gpt":0.2394855456206308,"score_spread":0.1813996197422595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789034717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99781257,0.000005058333,0.00017636559,0.00033683487,0.00056314585,0.00048801824,0.00004271659,0.00003534605,0.0005399368],"genre_scores_gemma":[0.97389823,0.0000140985785,0.00035886807,0.00002123448,0.000044968107,0.000002793001,0.000045752713,0.000014934226,0.02559914],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986779,0.00012116357,0.00020806625,0.00039344217,0.00038158422,0.00021784652],"domain_scores_gemma":[0.99902385,0.00007138626,0.00039387832,0.00027727228,0.00016838498,0.000065248736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020244149,0.00018707951,0.00028265725,0.00020849521,0.000327695,0.0000259628,0.0004570619,0.00006433403,0.00012994654],"category_scores_gemma":[0.00008314462,0.00018144945,0.0001153836,0.00023478169,0.00007686957,0.0004104765,0.00012315725,0.00016336066,0.000017874274],"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":[0.000375113,0.00013120778,0.00046411905,0.0003156957,0.00003264081,0.000009119302,0.08980697,0.000019398713,0.9023877,0.00021901427,0.0000506272,0.006188438],"study_design_scores_gemma":[0.0016783468,0.00044990063,0.1967999,0.0008549412,0.00015401658,0.000001709033,0.22881526,0.0041577993,0.5662168,0.00015205213,0.00018116234,0.00053810194],"about_ca_topic_score_codex":0.0076309363,"about_ca_topic_score_gemma":0.010234395,"teacher_disagreement_score":0.33617085,"about_ca_system_score_codex":0.00007491953,"about_ca_system_score_gemma":0.00004209078,"threshold_uncertainty_score":0.99897736},"labels":[],"label_agreement":null},{"id":"W2796723884","doi":"","title":"Improved and Practical Energy Management Systems for Isolated Microgrids","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microgrid Control and Optimization","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":"Energy management; Energy (signal processing); Computer science; Engineering; Systems engineering; Physics","score_opus":0.004421721685633476,"score_gpt":0.17665344622449547,"score_spread":0.17223172453886199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796723884","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":[0.9074843,0.012224351,0.06753087,0.0005656336,0.0052307528,0.0034185774,0.0004138111,0.0010914217,0.0020403184],"genre_scores_gemma":[0.08158611,0.024672825,0.05432262,0.000036694586,0.00054504356,0.00002247719,0.005775264,0.00031533334,0.8327236],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993912,0.000013266542,0.000108582055,0.00021880923,0.00007240731,0.00019575423],"domain_scores_gemma":[0.9995648,0.0000150881415,0.000089638605,0.00014735617,0.00012359733,0.000059468577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058981102,0.00018462533,0.00027337446,0.0001561283,0.00008700168,0.000034069766,0.000086213695,0.00024716408,0.000020794041],"category_scores_gemma":[0.0000019825825,0.00021906424,0.00007247626,0.00007405279,0.000027677781,0.00012482656,0.000020844374,0.0000736759,0.0000033756821],"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":[0.011322661,0.00095273706,0.00010649175,0.0433297,0.017024564,0.00042042334,0.19452746,0.018115574,0.21115011,0.007260467,0.25253874,0.24325107],"study_design_scores_gemma":[0.0029095078,0.0003899875,0.00012034353,0.00038410377,0.0010584351,0.0000132858995,0.040891696,0.89945066,0.001833608,0.00004105683,0.052088216,0.0008190792],"about_ca_topic_score_codex":0.0021619168,"about_ca_topic_score_gemma":0.0031251858,"teacher_disagreement_score":0.8813351,"about_ca_system_score_codex":0.000042134016,"about_ca_system_score_gemma":0.000011697316,"threshold_uncertainty_score":0.89331806},"labels":[],"label_agreement":null},{"id":"W2797020381","doi":"","title":"Energy Management and Environmental Sustainability of the Canadian Oil Sands Industry","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Energy Efficiency and Management","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":"Sustainability; Oil sands; Business; Natural resource economics; Environmental resource management; Environmental planning; Environmental science; Environmental protection; Geography; Economics; Archaeology; Ecology; Asphalt","score_opus":0.003791010554755945,"score_gpt":0.1661126176892763,"score_spread":0.16232160713452035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797020381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97202706,0.00009064671,0.0000016157829,0.00035546505,0.00023636145,0.000075385266,0.000029817103,0.000013289565,0.027170377],"genre_scores_gemma":[0.5510465,0.000088170484,0.000048771723,0.000017838573,0.000012235176,5.1660805e-7,0.00012098537,0.0000101499745,0.44865483],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99891526,0.00006602315,0.0001251605,0.00033245483,0.00027913734,0.00028196973],"domain_scores_gemma":[0.9991881,0.000008844799,0.0001873517,0.00045345252,0.000048740054,0.000113512935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012287381,0.00020189882,0.00024001519,0.00022619295,0.00034221003,0.000011110889,0.0004372773,0.00041533174,0.00033044248],"category_scores_gemma":[0.0000038238513,0.00019617462,0.000112311485,0.00015602006,0.00031397562,0.00007564533,0.00016696203,0.00019485349,0.0000021785954],"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":[0.0012807073,0.0014763711,0.023367744,0.0073757507,0.003522804,0.0004121493,0.30292422,0.00606153,0.0009773298,0.26751477,0.02467262,0.36041403],"study_design_scores_gemma":[0.0020361226,0.00030471646,0.12064615,0.0005028552,0.0010599862,0.0000035965938,0.64479554,0.0006427737,0.0049666413,0.002540931,0.2212974,0.0012033025],"about_ca_topic_score_codex":0.83222395,"about_ca_topic_score_gemma":0.9685603,"teacher_disagreement_score":0.42148444,"about_ca_system_score_codex":0.00035382507,"about_ca_system_score_gemma":0.00010636944,"threshold_uncertainty_score":0.7999769},"labels":[],"label_agreement":null},{"id":"W2800806881","doi":"","title":"Exploring the association between cannabis use, depression, anxiety and flourishing in youth: a cross-sectional analysis from year 5 of the COMPASS Mental Health pilot data","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Child and Adolescent Psychosocial and Emotional Development","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":"Flourishing; Compass; Anxiety; Mental health; Depression (economics); Association (psychology); Cross-sectional study; Psychiatry; Psychology; Clinical psychology; Cannabis; Medicine; Cartography; Psychotherapist; Geography","score_opus":0.07595046485075906,"score_gpt":0.2808940524632494,"score_spread":0.20494358761249032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800806881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545336,0.000060306756,0.0000030650497,0.0010950356,0.00083084527,0.00019619774,0.0022793438,0.00000823973,0.00007361772],"genre_scores_gemma":[0.973246,0.00017313869,0.00008747036,0.000027757345,0.00015089066,3.890545e-7,0.005611128,0.000009736477,0.020693496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869186,0.00017319333,0.00021854954,0.00037729676,0.00035999596,0.00017908907],"domain_scores_gemma":[0.9990402,0.000041060022,0.00046948178,0.00030833966,0.00009222388,0.00004872963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040009173,0.00013517075,0.00031528418,0.00013303207,0.00038539435,0.000038470855,0.00045184998,0.000107750035,0.000087200315],"category_scores_gemma":[0.000015058472,0.00011002191,0.000108288434,0.00034202455,0.000061096885,0.00024660563,0.000159209,0.00026211637,0.0000039019474],"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":[0.00013234928,0.00006682283,0.89759487,0.000021095615,0.00061863626,1.7297333e-7,0.09844253,0.0000031915004,0.000010760068,0.000010453525,0.002699809,0.0003992789],"study_design_scores_gemma":[0.00052200217,0.000015122845,0.9636835,0.0001539059,0.00015571801,8.164692e-8,0.0347664,0.000008405643,0.000008760161,0.000026491927,0.0005575817,0.00010204359],"about_ca_topic_score_codex":0.20221521,"about_ca_topic_score_gemma":0.18119538,"teacher_disagreement_score":0.066088594,"about_ca_system_score_codex":0.0001494988,"about_ca_system_score_gemma":0.00006877211,"threshold_uncertainty_score":0.83374566},"labels":[],"label_agreement":null},{"id":"W2801047272","doi":"","title":"Planning for Controversial Land Uses: The Case of Medical Marijuana Dispensaries (MMDs) in Toronto","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Agriculture and Sustainability","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":"Medicine; Business; Telecommunications; Environmental planning; Engineering; Geography","score_opus":0.011238685532650002,"score_gpt":0.2252009531102162,"score_spread":0.2139622675775662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801047272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972022,0.00021396199,8.498419e-7,0.0016098543,0.00014249033,0.0004127902,0.00011512493,0.000011314792,0.0002914002],"genre_scores_gemma":[0.97190344,0.00003790557,0.000052033654,0.000025112622,0.00011063422,0.0000012362593,0.0004564062,0.0000012782323,0.027411954],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990844,0.00007355585,0.00014379746,0.00024988255,0.00023128465,0.00021707601],"domain_scores_gemma":[0.9992244,0.00026885225,0.00018806034,0.00007427495,0.00017684602,0.00006756536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031489116,0.00015201316,0.00035444,0.000011825795,0.00020831234,0.000018681349,0.00040301177,0.00033229645,0.0005097443],"category_scores_gemma":[0.00008472554,0.000059424252,0.00016658659,0.00010123728,0.00016133457,0.00014014199,0.000063644424,0.00012763048,0.0000011190446],"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":[0.011913586,0.0016396054,0.10164819,0.0020445678,0.0010675634,0.0028937275,0.7097932,0.0000151276445,0.00716765,0.008372662,0.08585578,0.06758833],"study_design_scores_gemma":[0.00084202416,0.00053928606,0.084100224,0.00016196314,0.00013995374,0.000018709206,0.90459377,0.00013577909,0.00016211595,0.00036245372,0.00866167,0.00028205945],"about_ca_topic_score_codex":0.49528262,"about_ca_topic_score_gemma":0.9526194,"teacher_disagreement_score":0.45733675,"about_ca_system_score_codex":0.0000971783,"about_ca_system_score_gemma":0.000036798163,"threshold_uncertainty_score":0.55813426},"labels":[],"label_agreement":null},{"id":"W2801311610","doi":"","title":"Wet Snow Mapping in Southern Ontario with Sentinel-1A Observations","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate change and permafrost","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":"Snow; Climatology; Geography; Physical geography; Meteorology; Environmental science; Remote sensing; Cartography; Geology","score_opus":0.03293842611916057,"score_gpt":0.19097395110603724,"score_spread":0.15803552498687667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801311610","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":[0.9965289,0.000034732657,7.8923415e-7,0.00026845795,0.00016824261,0.00015959758,0.0006593631,0.00002026601,0.002159646],"genre_scores_gemma":[0.081766754,0.000067613764,0.0006633071,0.0000514336,0.00009689932,1.5331229e-7,0.03119759,0.00001284754,0.8861434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991017,0.000028334256,0.000105233434,0.00028848887,0.00021240223,0.00026382238],"domain_scores_gemma":[0.9994452,0.000028690938,0.00016905117,0.00019040875,0.000092770904,0.00007387563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009710283,0.00018602064,0.00027584174,0.0002321552,0.00017104505,0.000028122582,0.00025170916,0.00017945432,0.009993708],"category_scores_gemma":[0.0000028767572,0.00018537666,0.00006915637,0.00024113231,0.0000662969,0.00020239523,0.000011040798,0.00020450914,0.00032945903],"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":[0.00011479303,0.000015292573,0.6876176,0.00007816464,0.000028755983,0.000039684932,0.31093624,0.000025385441,0.00009167675,0.0000012570928,0.00072468066,0.0003264334],"study_design_scores_gemma":[0.000362538,0.00005872266,0.710954,0.00028598157,0.00003910387,0.000002113475,0.28590107,0.00022147773,0.000011702684,0.000021372758,0.0019189921,0.00022291866],"about_ca_topic_score_codex":0.9253535,"about_ca_topic_score_gemma":0.9994076,"teacher_disagreement_score":0.91476214,"about_ca_system_score_codex":0.00002074119,"about_ca_system_score_gemma":0.000119919256,"threshold_uncertainty_score":0.9909113},"labels":[],"label_agreement":null},{"id":"W2802076864","doi":"","title":"Supplementation Strategies for Tuning Glycosylation of Monoclonal Antibodies and Enhancing Growth in Mammalian Cell Culture by Omics Analysis","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Viral Infectious Diseases and Gene Expression in Insects","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 Waterloo; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Glycosylation; Monoclonal antibody; Computational biology; Biology; Antibody; Biotechnology; Immunology; Bioinformatics; Biochemistry","score_opus":0.00522156893115146,"score_gpt":0.22818196702564078,"score_spread":0.2229603980944893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802076864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99849164,0.00028488244,0.0005524106,0.000017094084,0.00005530229,0.00018881622,0.00032241206,0.0000036357658,0.000083826766],"genre_scores_gemma":[0.9802153,0.00073645066,0.0019351202,0.0000046264536,0.000028080218,0.0000013285666,0.008059123,0.000010848464,0.009009118],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937344,0.000028734386,0.0001346948,0.0002585499,0.00008522842,0.00011934781],"domain_scores_gemma":[0.9994251,0.0000060875054,0.00026466526,0.00009139195,0.00017935797,0.000033373504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006479482,0.00013762685,0.00022511641,0.00016106716,0.00009367224,0.000016468575,0.000086187436,0.00019928736,0.000019312734],"category_scores_gemma":[0.000006216278,0.000156858,0.0001252849,0.000113684124,0.000044882174,0.000020840804,0.000028340815,0.00004526831,2.170616e-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":[0.00049777655,0.000059015216,0.011270025,0.0005555712,0.00022159718,6.2974703e-7,0.015390237,0.000083780964,0.96961254,0.000037710026,0.002173601,0.00009750212],"study_design_scores_gemma":[0.0011153622,0.00061518245,0.007283206,0.000089855486,0.00058022793,2.877538e-7,0.10339605,0.00034625057,0.8857695,0.00029118243,0.00020381148,0.00030908655],"about_ca_topic_score_codex":0.008432071,"about_ca_topic_score_gemma":0.04363597,"teacher_disagreement_score":0.08800581,"about_ca_system_score_codex":0.000013795467,"about_ca_system_score_gemma":0.000048725047,"threshold_uncertainty_score":0.99817085},"labels":[],"label_agreement":null},{"id":"W2802255162","doi":"","title":"Exploring the Food Choices of Muslim Arab Immigrants in Canada","year":2018,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","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":"Immigration; Geography; Political science","score_opus":0.15434711238427518,"score_gpt":0.3132060518948927,"score_spread":0.15885893951061753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802255162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943676,0.000026899721,0.0000020616146,0.004214365,0.00047309927,0.0003222895,0.00006273664,0.000013198738,0.000517758],"genre_scores_gemma":[0.996151,0.00008259936,0.00012875558,0.00012600799,0.00005694118,0.000001341071,0.000005737114,0.0000062959543,0.0034413266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99886703,0.00020205133,0.00020399134,0.00015404858,0.00021841038,0.00035445218],"domain_scores_gemma":[0.9991017,0.00018397179,0.00020943666,0.00026979917,0.0001537039,0.00008140033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029667516,0.00008672696,0.00022620705,0.00012907594,0.0006639998,0.0000013347204,0.00031819227,0.0000574934,0.00022436667],"category_scores_gemma":[0.000034738798,0.00008015963,0.000040039497,0.00030212343,0.0001457583,0.0002285575,0.00013971046,0.0002871002,0.0000317584],"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":[0.00015435305,0.000055814413,0.23328403,0.00043350967,0.000045959005,0.0000069320154,0.7606231,0.000045343913,0.00013944176,0.0016675342,0.0024554762,0.0010885374],"study_design_scores_gemma":[0.00061337044,0.00011404258,0.4545897,0.00022582134,0.000015780932,1.8810225e-7,0.54258317,0.00015007454,0.00006622015,0.00012570135,0.0014362478,0.00007970634],"about_ca_topic_score_codex":0.9956265,"about_ca_topic_score_gemma":0.9996276,"teacher_disagreement_score":0.22130565,"about_ca_system_score_codex":0.00024082835,"about_ca_system_score_gemma":0.00062822824,"threshold_uncertainty_score":0.5107017},"labels":[],"label_agreement":null},{"id":"W2802337587","doi":"","title":"Alcohol and Select Medications as Fall Risk Factors in Community Dwelling Older Adults in Canada","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Gerontology; Medicine; Psychology; Environmental health","score_opus":0.012631543226649479,"score_gpt":0.2695402358972312,"score_spread":0.2569086926705817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802337587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792385,0.00010774719,0.000001922673,0.00015161348,0.000328372,0.0006779073,0.00010831509,0.000022112534,0.00067817676],"genre_scores_gemma":[0.9661292,0.0008919933,0.000119743716,0.000024693545,0.000024124132,0.0000026817622,0.0013611123,0.000020520874,0.03142595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800646,0.0008118871,0.00027963985,0.00027781178,0.000244871,0.0003793367],"domain_scores_gemma":[0.9986423,0.00025811783,0.0004936774,0.00031016587,0.00016815097,0.00012757408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049162534,0.00021247547,0.00043914185,0.00031840967,0.0006748221,0.000003703962,0.00032232137,0.00042816912,0.000076642114],"category_scores_gemma":[0.000059472808,0.00024299462,0.00005239758,0.0002830269,0.000062156956,0.00015051928,0.00006997234,0.00149211,0.000020197067],"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":[0.00018082457,0.00021394341,0.5250059,0.0009488677,0.0000727297,0.000008864983,0.471092,0.000001663391,0.00012279613,0.000019555451,0.0013985526,0.00093433115],"study_design_scores_gemma":[0.0010080267,0.000030090863,0.6212652,0.001157016,0.000046757104,1.4890625e-7,0.37602723,0.00014788406,0.0000053305803,0.000074111966,0.00009786942,0.00014037061],"about_ca_topic_score_codex":0.9988129,"about_ca_topic_score_gemma":0.9998922,"teacher_disagreement_score":0.0962593,"about_ca_system_score_codex":0.00052715844,"about_ca_system_score_gemma":0.0010860397,"threshold_uncertainty_score":0.9909033},"labels":[],"label_agreement":null},{"id":"W2802342746","doi":"","title":"Transition Metal Carbides for Thermocatalytic Conversion of Carbon Dioxide via Reverse Water Gas Shift and Sabatier Reactions","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Catalysts for Methane Reforming","field":"Chemical 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Water-gas shift reaction; Carbon dioxide; Carbide; Transition metal; Chemistry; Materials science; Inorganic chemistry; Metallurgy; Catalysis; Organic chemistry","score_opus":0.007813315598677961,"score_gpt":0.1962734773183815,"score_spread":0.18846016171970353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802342746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989208,0.000057866742,0.00008299964,0.00008473353,0.00019401837,0.0003541571,0.00006455839,0.00004795944,0.0001928788],"genre_scores_gemma":[0.9559836,0.000046965273,0.0004954869,0.0000023146922,0.0000515542,0.0000016577819,0.0013918991,0.00005435149,0.041972164],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99894375,0.000021418029,0.00021713415,0.00033541676,0.00022407496,0.00025822714],"domain_scores_gemma":[0.99923384,0.00004498038,0.00020761653,0.00027441615,0.00015235525,0.00008679658],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016192294,0.00025981345,0.0005312015,0.00028707276,0.00008323394,0.000003593119,0.00016811618,0.00032980958,0.00005816218],"category_scores_gemma":[0.000015262554,0.00024995115,0.00027070785,0.000100019875,0.00012744391,0.00023077951,0.000035169716,0.00018310572,0.0000047612803],"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":[0.0003835835,0.00003343416,0.000009274251,0.0018048416,0.00029384956,0.0000058666687,0.06664593,0.000018381063,0.9304444,0.00001467769,0.000007392297,0.00033836422],"study_design_scores_gemma":[0.0008674379,0.00012090727,0.00006308152,0.0003375113,0.0009114915,0.000007659444,0.030007303,0.0017344299,0.9653542,0.00008072399,0.00020940883,0.00030582992],"about_ca_topic_score_codex":0.04088494,"about_ca_topic_score_gemma":0.003455287,"teacher_disagreement_score":0.04293722,"about_ca_system_score_codex":0.00012300837,"about_ca_system_score_gemma":0.000026331854,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W2802787174","doi":"","title":"\"For the Freedom of the Black People\": Case Studies on the Universal Negro Improvement Association in Canada, 1900-1950","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Race, History, and American Society","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":"Association (psychology); Freedom of association; Genealogy; Geography; Gender studies; Political science; History; Sociology; Law; Epistemology; Philosophy; Human rights","score_opus":0.011052848888985924,"score_gpt":0.2226413748248636,"score_spread":0.21158852593587768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802787174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923023,0.000049062324,5.90021e-7,0.0048157843,0.0010092009,0.00091705925,0.00008839008,0.000007317626,0.00081029255],"genre_scores_gemma":[0.8096011,0.00014856244,0.000019649426,0.00005936243,0.00009472759,0.0000020434925,0.000009880578,0.0000103393995,0.19005433],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985114,0.00026343632,0.00014693271,0.00023029883,0.00059018936,0.00025778465],"domain_scores_gemma":[0.99796677,0.00059711956,0.00072792283,0.00029502145,0.0003749787,0.000038187067],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00082916877,0.0001561623,0.0003164387,0.00004711359,0.0013078089,0.0000122669435,0.0006010566,0.00011878984,0.000052926607],"category_scores_gemma":[0.00018203886,0.000106612606,0.0001965845,0.00034618753,0.00050983677,0.000076852964,0.00005090364,0.00022796936,0.0000020930618],"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":[0.00007094118,0.000056349487,0.003508924,0.000042522563,0.00026658498,0.000008535181,0.96357244,0.00007380238,0.000051489635,0.0003092844,0.031714283,0.00032485186],"study_design_scores_gemma":[0.00033107345,0.00010602278,0.007510506,0.000044116066,0.00020294939,1.1602431e-7,0.98838913,0.00007783779,0.00004466767,0.000024821196,0.0031481239,0.00012063249],"about_ca_topic_score_codex":0.9917586,"about_ca_topic_score_gemma":0.9997801,"teacher_disagreement_score":0.18924403,"about_ca_system_score_codex":0.002399607,"about_ca_system_score_gemma":0.001391163,"threshold_uncertainty_score":0.9999924},"labels":[],"label_agreement":null},{"id":"W2802796399","doi":"","title":"Solution Strategies in Short-term Scheduling for Multitasking Multipurpose Plants","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Scheduling and Optimization Algorithms","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":"Human multitasking; Term (time); Scheduling (production processes); Computer science; Operations research; Operations management; Engineering; Biology; Neuroscience; Physics","score_opus":0.015327714414231374,"score_gpt":0.22598348264688464,"score_spread":0.21065576823265328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802796399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902713,0.00019746377,0.007928103,0.0000142786075,0.000828448,0.00035678828,0.000060320133,0.00018783598,0.00015549223],"genre_scores_gemma":[0.68223333,0.0003858496,0.3014766,0.0000031009886,0.00019296796,0.0000046686746,0.002674375,0.00011377268,0.012915359],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990937,0.000016161397,0.000170545,0.0002728276,0.00015243875,0.00029433123],"domain_scores_gemma":[0.9995514,0.000034116383,0.00005881474,0.00017303886,0.00012212613,0.000060481165],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000122012694,0.00023968707,0.00033166973,0.00038297928,0.00012444473,0.00003786433,0.00022587358,0.00037088885,0.000033868986],"category_scores_gemma":[0.000012156869,0.00031556564,0.000109486755,0.00012583115,0.000039006696,0.00030826376,0.000017573899,0.00020500347,0.000013556842],"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":[0.00080429844,0.00022537922,0.0013961847,0.0034216284,0.0005407606,0.00007024377,0.38041928,0.5499478,0.03518685,0.00013467959,0.00043754352,0.02741536],"study_design_scores_gemma":[0.0012096306,0.000070589056,0.0027029405,0.00079422496,0.00008130547,0.0000017010168,0.17086972,0.81822276,0.0054023354,0.000041323085,0.000044632274,0.0005588368],"about_ca_topic_score_codex":0.0016017908,"about_ca_topic_score_gemma":0.028921727,"teacher_disagreement_score":0.30803797,"about_ca_system_score_codex":0.0001022818,"about_ca_system_score_gemma":0.00004945205,"threshold_uncertainty_score":0.99992967},"labels":[],"label_agreement":null},{"id":"W2803681516","doi":"","title":"Structural Response and Wake Vortex Dynamics of Cylindrical Structures Undergoing VIV with Elliptic Trajectories","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vibration and Dynamic 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":"Wake; Vortex; Dynamics (music); Vortex shedding; Mechanics; Physics; Classical mechanics; Turbulence; Acoustics; Reynolds number","score_opus":0.004493690407663482,"score_gpt":0.1784642713151845,"score_spread":0.17397058090752102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803681516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99857914,0.00006904537,0.0008162023,0.000045350283,0.00012572797,0.000095446165,0.000050887444,0.000062344436,0.00015586265],"genre_scores_gemma":[0.9715843,0.0000636191,0.0029441738,0.0000016050507,0.000017973383,1.0594415e-7,0.00030513157,0.000029398456,0.025053663],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923146,0.000032367752,0.00013865682,0.00021476836,0.00022098611,0.000161793],"domain_scores_gemma":[0.999418,0.000055781533,0.00013730249,0.00019832674,0.00011963206,0.00007091251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058261863,0.00022657838,0.00040938173,0.00027073213,0.000107293425,0.000018360031,0.00015542046,0.00023410528,0.00014345795],"category_scores_gemma":[0.000011808343,0.000225112,0.00008738188,0.00020519618,0.00015325355,0.00015340792,0.000017787652,0.00016570155,0.0000017289093],"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":[0.01675954,0.0001086225,0.027868284,0.009620285,0.007908092,0.00027864717,0.7426675,0.14675035,0.021927787,0.011685627,0.00064203213,0.013783245],"study_design_scores_gemma":[0.0016826615,0.0005725368,0.15883683,0.0003630825,0.0012148329,0.00001831708,0.26101804,0.57266766,0.0016362481,0.00095078925,0.000028937586,0.0010100714],"about_ca_topic_score_codex":0.0014467484,"about_ca_topic_score_gemma":0.10168893,"teacher_disagreement_score":0.48164946,"about_ca_system_score_codex":0.00008185316,"about_ca_system_score_gemma":0.00006390343,"threshold_uncertainty_score":0.91798013},"labels":[],"label_agreement":null},{"id":"W2804544596","doi":"","title":"War, Factionalism, and Civil-Military Tension: The Madras Army and the Company State in the Carnatic, 1767-1777","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","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 Waterloo; Wilfrid Laurier University; University of Ottawa","keywords":"Spanish Civil War; State (computer science); History; Aeronautics; Political science; Engineering; Law; Computer science; Algorithm","score_opus":0.01362525398304795,"score_gpt":0.23616443477316756,"score_spread":0.2225391807901196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804544596","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":[0.94095427,0.002218622,0.000007199855,0.0025397579,0.0005890896,0.0006846226,0.00013348802,0.000023478917,0.052849464],"genre_scores_gemma":[0.25515276,0.003771632,0.00004158234,0.00027277344,0.00012829757,0.0000015650771,0.000065247805,0.0000122344745,0.7405539],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985007,0.0003644609,0.00013259417,0.0002553693,0.0004530967,0.00029375023],"domain_scores_gemma":[0.99911916,0.00023533384,0.00014338686,0.0002527349,0.0001753562,0.000074020216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008854678,0.00017717801,0.00027750118,0.00007889386,0.0012996786,0.000054939945,0.0004932211,0.00013659101,0.00007749613],"category_scores_gemma":[0.000033567067,0.00010935552,0.00009015816,0.00014201671,0.0015877809,0.000121160214,0.00006128008,0.00028811378,0.000006147662],"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":[0.0002890561,0.000048393606,0.0004101869,0.00009396683,0.000118151496,0.000025894511,0.8382177,0.0000025837319,0.000027406364,0.15871625,0.0009233311,0.001127085],"study_design_scores_gemma":[0.0008106505,0.000043871445,0.011910769,0.00010217536,0.0001308407,0.0000040046125,0.7181893,0.00010359161,0.0000052734085,0.010821404,0.25767377,0.00020433315],"about_ca_topic_score_codex":0.2986725,"about_ca_topic_score_gemma":0.66572577,"teacher_disagreement_score":0.68770444,"about_ca_system_score_codex":0.000049251914,"about_ca_system_score_gemma":0.00014262897,"threshold_uncertainty_score":0.9996208},"labels":[],"label_agreement":null},{"id":"W2804911304","doi":"","title":"Mo isotope variations in molybdenites at single-crystal, ore deposit, and global scales: Implications for Mo source fluid, transport, fractionation mechanisms, and molybdenite mineralization","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radioactive element chemistry and processing","field":"Chemistry","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; Natural Sciences and Engineering Research Council of Canada; Arizona State University; W. M. Keck Foundation","keywords":"Molybdenite; Mineralization (soil science); Fractionation; Geochemistry; Geology; Isotope; Molybdenum; Isotope fractionation; Stable isotope ratio; Fluid inclusions; Mineralogy; Chemistry; Metallurgy; Materials science; Seismology; Hydrothermal circulation; Soil science","score_opus":0.009690545095324708,"score_gpt":0.21365495760899095,"score_spread":0.20396441251366623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804911304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98988086,0.00026547044,0.008360152,0.00026334563,0.00003239609,0.00028592444,0.0005156446,0.000057839858,0.00033838337],"genre_scores_gemma":[0.93546987,0.00019157257,0.007127967,0.000015129937,0.000072435105,0.000012095249,0.006449161,0.00004087488,0.05062088],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987993,0.000019411653,0.00023755452,0.0005387349,0.0001767862,0.00022820683],"domain_scores_gemma":[0.9990319,0.00006424482,0.0003710268,0.00015702643,0.00027815244,0.0000976766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007959234,0.00028670736,0.00031242552,0.00013520526,0.00048566,0.00004523944,0.00016302195,0.0004198967,0.00008166226],"category_scores_gemma":[0.000025845246,0.00037351245,0.00008226341,0.00022196044,0.00008950375,0.00041516605,0.000029770303,0.00012259683,9.3767903e-7],"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":[0.00051659386,0.00021132744,0.01355686,0.0017273145,0.00018569849,0.00000253777,0.016600244,0.00010433063,0.9627369,0.0005350632,0.00019888062,0.00362426],"study_design_scores_gemma":[0.013055074,0.00054663204,0.13013071,0.0032015177,0.0035039405,0.00019969366,0.16073196,0.026929133,0.6344708,0.019261327,0.0034876503,0.004481576],"about_ca_topic_score_codex":0.003104561,"about_ca_topic_score_gemma":0.019947132,"teacher_disagreement_score":0.32826608,"about_ca_system_score_codex":0.00028318752,"about_ca_system_score_gemma":0.00004112739,"threshold_uncertainty_score":0.9998717},"labels":[],"label_agreement":null},{"id":"W2804959047","doi":"","title":"Toward Automated Ice-Water Classification on Large Northern Lakes Using RADARSAT-2 Synthetic Aperture Radar Imagery","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Arctic and Antarctic ice dynamics","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":"Remote sensing; Synthetic aperture radar; Radar imaging; Geology; Inverse synthetic aperture radar; Radar; Computer science","score_opus":0.014320939782607863,"score_gpt":0.1995514480533148,"score_spread":0.18523050827070692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804959047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99717855,0.00003840214,0.000059244274,0.00053270016,0.00047333105,0.0002495384,0.00032939352,0.00017333706,0.00096546963],"genre_scores_gemma":[0.9360281,0.00009662792,0.0028353387,0.0000951405,0.000115614755,5.5103936e-8,0.0068376022,0.000026471293,0.053965036],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982727,0.00010935284,0.0001881719,0.00050648453,0.0004423818,0.00048092],"domain_scores_gemma":[0.99900013,0.000079022044,0.00026756534,0.00034853286,0.00017812532,0.00012662423],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021666422,0.000343706,0.00042906334,0.00024184598,0.000498894,0.00004306113,0.00041775632,0.0003986177,0.001685323],"category_scores_gemma":[0.000020890942,0.00029607525,0.00019450317,0.00015197386,0.00016423805,0.0002904392,0.000019861302,0.0003170534,0.0005811781],"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":[0.0065482887,0.00110983,0.17960034,0.0048756297,0.002220539,0.0012298737,0.72486895,0.0010874446,0.025516406,0.00025445313,0.00688058,0.045807667],"study_design_scores_gemma":[0.0025034293,0.00095400197,0.20070648,0.0016330397,0.0013697001,0.00007023955,0.5040834,0.26770484,0.0015956609,0.00034406135,0.01628195,0.0027531884],"about_ca_topic_score_codex":0.02874148,"about_ca_topic_score_gemma":0.080470726,"teacher_disagreement_score":0.26661742,"about_ca_system_score_codex":0.000040862724,"about_ca_system_score_gemma":0.00010573566,"threshold_uncertainty_score":0.99994916},"labels":[],"label_agreement":null},{"id":"W2807096336","doi":"","title":"The Mental and Physical Human Health Impacts of Residential Basement Flooding and Associated Financial Costs: Interviews with Households in Southern Ontario, Canada","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mental health; Flooding (psychology); Geography; Business; Socioeconomics; Environmental health; Economic growth; Medicine; Psychology; Economics; Psychiatry","score_opus":0.00639082818251981,"score_gpt":0.2033440673852878,"score_spread":0.19695323920276797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807096336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99908394,0.000042008545,6.402131e-7,0.00026071264,0.00007071696,0.0003802044,0.0000367487,0.0000054617885,0.00011954726],"genre_scores_gemma":[0.97865963,0.00009645502,0.00006330118,0.000016114636,0.000009918657,7.791341e-7,0.0001302768,0.000011786305,0.021011734],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989104,0.00007669096,0.00014014053,0.00026176427,0.00036772696,0.00024324357],"domain_scores_gemma":[0.9994331,0.000012962124,0.00032997708,0.00013578015,0.000012309363,0.000075862044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026262534,0.00017201701,0.00030194185,0.00004309565,0.0003139445,0.000020930707,0.0001865405,0.000054840806,0.00006689951],"category_scores_gemma":[0.0000027626352,0.00014385488,0.000034269633,0.000092429436,0.00015162125,0.00011370557,0.00013460196,0.00014781413,9.613317e-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":[0.0007065698,0.00042303468,0.21069925,0.0002947559,0.00031497766,0.00004300815,0.7596979,0.000023058017,0.0017970569,0.00006910036,0.020734573,0.0051967297],"study_design_scores_gemma":[0.0019360075,0.0008468414,0.71391094,0.0005536386,0.00014439106,5.392365e-7,0.2812512,0.00011167634,0.0003300525,0.000044581375,0.0005454693,0.0003247093],"about_ca_topic_score_codex":0.9982475,"about_ca_topic_score_gemma":0.9999828,"teacher_disagreement_score":0.5032117,"about_ca_system_score_codex":0.0009136382,"about_ca_system_score_gemma":0.00014218899,"threshold_uncertainty_score":0.58662313},"labels":[],"label_agreement":null},{"id":"W2807989326","doi":"","title":"Gazing back: A feminist postcolonial lens on tourism in the townships of South Africa","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Lens (geology); Through-the-lens metering; Gender studies; Geography; Optometry; Sociology; Media studies; Engineering; Archaeology; Medicine","score_opus":0.023391694563772995,"score_gpt":0.23888498829048951,"score_spread":0.21549329372671652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807989326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690151,0.0000662564,0.000001132906,0.0012886449,0.00046299343,0.00037436336,0.00003977432,0.000022039518,0.028729646],"genre_scores_gemma":[0.78979665,0.000077181634,0.000496068,0.000037138463,0.00016092375,7.3409893e-7,0.000059514903,0.000015723332,0.20935607],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981844,0.00025338508,0.00019052924,0.0003282107,0.0006478797,0.0003956096],"domain_scores_gemma":[0.99903643,0.00010942918,0.00037217877,0.0002646891,0.00014771415,0.00006955223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007044807,0.0002084779,0.00039090097,0.00028993154,0.00047180316,0.00003328557,0.00074100326,0.00038953716,0.0003462078],"category_scores_gemma":[0.00005565509,0.00019938455,0.00020518865,0.00036452105,0.00029905332,0.00011985277,0.000050070452,0.0003135054,0.00010026535],"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":[0.00026921308,0.00009406218,0.00052939093,0.00006223934,0.00003936997,0.00004665209,0.98384655,0.0000011777921,0.000055064105,0.00029230525,0.0144892745,0.0002746811],"study_design_scores_gemma":[0.00044352654,0.00021893677,0.015071834,0.0002451015,0.00006131868,3.748181e-7,0.9582306,0.0000029486873,0.0000983313,0.00015679342,0.025223177,0.0002470195],"about_ca_topic_score_codex":0.054939814,"about_ca_topic_score_gemma":0.22672966,"teacher_disagreement_score":0.18062642,"about_ca_system_score_codex":0.00014495371,"about_ca_system_score_gemma":0.00039199492,"threshold_uncertainty_score":0.95135343},"labels":[],"label_agreement":null},{"id":"W2808353657","doi":"","title":"Turning to the Source: Assessing the Evidence Sources Used to Describe the Potential Human Health Impacts of Wind Turbines by Public Health Organization Websites and Community Group Websites Using a Social Network Analysis Approach","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social Acceptance of Renewable Energy","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 health; Wind power; Social network analysis; Public relations; Community health; Social media; Business; Data science; Engineering; Political science; Advertising; World Wide Web; Computer science; Medicine; Nursing","score_opus":0.04143605234556257,"score_gpt":0.29860500700878445,"score_spread":0.25716895466322187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808353657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98709756,0.0006524122,0.0019820235,0.009425427,0.00013792614,0.0006131502,0.000017162658,0.00005303117,0.000021279711],"genre_scores_gemma":[0.99442846,0.00011862228,0.0013891015,0.00022122331,0.00041743976,8.539702e-7,0.0002484823,0.000035301244,0.0031405315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9943877,0.003362033,0.00031584964,0.00037539544,0.0008830261,0.000676022],"domain_scores_gemma":[0.9971467,0.00042581582,0.0012348182,0.00037783931,0.0005878644,0.00022691906],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00444601,0.0002971548,0.00071613665,0.00028229793,0.013556778,0.00058468,0.0013377966,0.0002430193,0.000058789086],"category_scores_gemma":[0.0004165464,0.0002243672,0.00019730681,0.0034692911,0.0006517325,0.0006620814,0.0002908771,0.00049711595,0.0000013654251],"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":[0.000026606594,0.00008112501,0.022072216,0.000119183445,0.00047295872,2.3989435e-7,0.96505773,0.005634275,0.0015222363,0.00007074944,0.0034059172,0.0015367571],"study_design_scores_gemma":[0.0001413022,0.00011192696,0.06920379,0.00020235582,0.00036517336,3.7911886e-7,0.9288774,0.00043799143,0.00003588033,0.00004811503,0.0003368612,0.00023884016],"about_ca_topic_score_codex":0.5619837,"about_ca_topic_score_gemma":0.7353901,"teacher_disagreement_score":0.17340642,"about_ca_system_score_codex":0.00040221913,"about_ca_system_score_gemma":0.00056781183,"threshold_uncertainty_score":0.98772746},"labels":[],"label_agreement":null},{"id":"W2808405112","doi":"","title":"Understanding University Students’ Intercity Transport Mode Choice: A Case Study of the University of Waterloo Students’ Travel Behavior Between the Region of Waterloo and the Greater Toronto and Hamilton Area","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mode choice; Transport engineering; Travel behavior; Mode (computer interface); Geography; Mathematics education; Engineering; Psychology; Public transport; Computer science","score_opus":0.05068406849074166,"score_gpt":0.2754207622919429,"score_spread":0.22473669380120123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808405112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977012,0.000039594586,0.000021585593,0.00012455793,0.00013803829,0.0017138812,0.00014154128,0.00001925017,0.00010031935],"genre_scores_gemma":[0.9736005,0.0001696257,0.0000157738,0.0000022702318,0.000022834709,3.237747e-7,0.00003791208,0.000016456686,0.026134273],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99721646,0.00059404445,0.00033573678,0.00058222294,0.00093411526,0.00033742312],"domain_scores_gemma":[0.99809176,0.00012497863,0.0007273621,0.0006178175,0.00031227677,0.00012578857],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00082863396,0.00035177605,0.00087443506,0.00012594504,0.0013159958,0.000029349374,0.0016275056,0.00035119793,0.00006271961],"category_scores_gemma":[0.000006713438,0.00025200704,0.00030952235,0.00027328328,0.0023625384,0.00054263073,0.00019291195,0.00033300766,2.538353e-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":[0.000588133,0.0002525967,0.49896848,0.00012769832,0.00026819907,0.000069530695,0.49958554,9.4402446e-7,0.000043716518,0.000017161025,0.0000136691315,0.000064315675],"study_design_scores_gemma":[0.0021053213,0.00015975701,0.45403165,0.00013301523,0.0014653605,0.000001826388,0.5418432,0.0000043835653,0.0000743691,0.000023846273,0.000009015247,0.00014829279],"about_ca_topic_score_codex":0.75522304,"about_ca_topic_score_gemma":0.9078447,"teacher_disagreement_score":0.15262173,"about_ca_system_score_codex":0.00032991072,"about_ca_system_score_gemma":0.0001090346,"threshold_uncertainty_score":0.9999932},"labels":[],"label_agreement":null},{"id":"W2808676081","doi":"","title":"Numerical investigation of the geophysical response to methane migration in an unconfined aquifer with implications for hydrocarbon wellbore leakage","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydraulic Fracturing 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":"Wellbore; Aquifer; Geology; Petroleum engineering; Leakage (economics); Methane; Geotechnical engineering; Geophysics; Petrology; Groundwater; Chemistry","score_opus":0.007568427220954595,"score_gpt":0.2045483951493037,"score_spread":0.1969799679283491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808676081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755913,0.000009845499,0.00044846084,0.0014590288,0.000053012034,0.00036770743,0.000028131188,0.0000387178,0.00003598319],"genre_scores_gemma":[0.98947066,0.000004641596,0.0011790354,0.000009159815,0.000029201772,0.000004835241,0.00032973106,0.000026791155,0.008945949],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992048,0.00008900166,0.00014404503,0.0002366949,0.00016326527,0.0001621931],"domain_scores_gemma":[0.9992205,0.000061680075,0.000110818204,0.0003808626,0.0001420194,0.00008411066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015478245,0.00017026861,0.00031988023,0.00026840903,0.0000687115,0.000008719008,0.00029047063,0.00018653668,0.00000981237],"category_scores_gemma":[0.000024149242,0.00014488006,0.000116190706,0.0004804169,0.00006203618,0.000109699744,0.000013770615,0.00015006051,0.0000030934984],"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":[0.0049470915,0.00020221954,0.008282773,0.0010997504,0.00056451786,0.000004671654,0.2512071,0.23647864,0.49429673,0.00005365159,0.0012659857,0.0015968557],"study_design_scores_gemma":[0.0018776637,0.0011867646,0.6852758,0.0007301585,0.0007743515,0.0000016671875,0.036875155,0.0704099,0.20088199,0.00040453338,0.0006605051,0.00092149084],"about_ca_topic_score_codex":0.012455949,"about_ca_topic_score_gemma":0.10152625,"teacher_disagreement_score":0.6769931,"about_ca_system_score_codex":0.00007784057,"about_ca_system_score_gemma":0.0000703429,"threshold_uncertainty_score":0.9941202},"labels":[],"label_agreement":null},{"id":"W2808917469","doi":"","title":"Assessment of Current and Next Generation of Colour Vision Tests for Occupational Use","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Color perception and design","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":"University of Waterloo","keywords":"Current (fluid); Optometry; Medicine; Engineering; Electrical engineering","score_opus":0.11630938357355561,"score_gpt":0.3690867690462256,"score_spread":0.25277738547267004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808917469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979567,0.000054808737,0.00053630624,0.000052999647,0.0005862109,0.00049213617,0.00017346103,0.000011182914,0.00013617806],"genre_scores_gemma":[0.91101307,0.000093924464,0.00805075,0.000010254931,0.00008745924,0.000003300853,0.0022206935,0.000019971592,0.078500554],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991728,0.00007050497,0.00017951443,0.00027074205,0.00019660748,0.00010979475],"domain_scores_gemma":[0.9987527,0.00007841389,0.00042885676,0.00018860791,0.0005029058,0.000048500555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015689898,0.00013372408,0.00030320403,0.00026375556,0.00008421912,0.000011060998,0.00010955457,0.00021069823,0.00080256356],"category_scores_gemma":[0.000015019239,0.00015383527,0.00010877526,0.00009237518,0.000089880385,0.00016621606,0.00002190059,0.00008087362,0.0000071331024],"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":[0.00566586,0.0028819067,0.037903626,0.0024425671,0.0007514094,0.000009099306,0.33369637,0.000056688077,0.41724032,0.012257583,0.12454659,0.06254796],"study_design_scores_gemma":[0.002122114,0.0015061343,0.9582748,0.00020898017,0.00027408794,0.0000015503043,0.031326663,0.0020567328,0.00075902545,0.000071764436,0.0031185756,0.00027957483],"about_ca_topic_score_codex":0.0025183235,"about_ca_topic_score_gemma":0.009735878,"teacher_disagreement_score":0.9203712,"about_ca_system_score_codex":0.000043914275,"about_ca_system_score_gemma":0.000105193176,"threshold_uncertainty_score":0.8787508},"labels":[],"label_agreement":null},{"id":"W2885413928","doi":"","title":"Refresh Strategies in Continuous Active Learning","year":2018,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Machine Learning and Algorithms","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":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Computer science","score_opus":0.0075878469554151815,"score_gpt":0.2072648149955474,"score_spread":0.1996769680401322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885413928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98652714,0.000012607653,0.0087362975,0.001282568,0.00010994556,0.000057912912,9.0056494e-7,0.00011751054,0.0031551241],"genre_scores_gemma":[0.9174468,0.000007938939,0.015397529,0.00001639169,0.00003969865,7.709225e-8,0.0000017764874,0.0000049704245,0.0670848],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99918735,0.00010918842,0.00006105365,0.00026302284,0.00014924083,0.00023016564],"domain_scores_gemma":[0.99952334,0.000035440386,0.00008772372,0.00021781567,0.00008352675,0.000052169762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017147182,0.000092562506,0.00016816892,0.00016408543,0.00016125532,0.00004624701,0.00054234813,0.000058001908,0.00005282099],"category_scores_gemma":[0.000015899177,0.000101613325,0.000043745164,0.00028444384,0.00014873907,0.00055751635,0.00022597198,0.0002335196,0.00007398232],"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":[0.0001708059,0.00024142505,0.01954179,0.00006943049,0.0000956924,0.00037675377,0.7263211,0.0019427143,0.01059948,0.02958585,0.0017508296,0.20930412],"study_design_scores_gemma":[0.005297072,0.0030311572,0.15553048,0.0003542843,0.000039932045,0.000047864833,0.5302618,0.26922888,0.007776976,0.006378615,0.020588541,0.0014643718],"about_ca_topic_score_codex":0.025854077,"about_ca_topic_score_gemma":0.0063852114,"teacher_disagreement_score":0.26728615,"about_ca_system_score_codex":0.000028865239,"about_ca_system_score_gemma":0.00004577888,"threshold_uncertainty_score":0.98063284},"labels":[],"label_agreement":null},{"id":"W2886546468","doi":"","title":"Precast Concrete Inlay Panels: Rehabilitation Strategy for High-Volume Highways in Ontario","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère des Transports; Cement Association of Canada","keywords":"Precast concrete; Inlay; Engineering; Volume (thermodynamics); Civil engineering; Structural engineering; Forensic engineering; Geotechnical engineering; Materials science; Composite material","score_opus":0.017223441636034002,"score_gpt":0.21009516882758225,"score_spread":0.19287172719154824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886546468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972481,0.000030661293,0.00011424305,0.00004972763,0.00068552274,0.0010031522,0.000053366246,0.00016159358,0.0006535922],"genre_scores_gemma":[0.85456973,0.000026916276,0.0053198985,0.0000026181633,0.000064107924,0.000010191405,0.002784738,0.00005484,0.13716693],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99873847,0.000039266142,0.0002681637,0.0003445155,0.00028876038,0.00032080107],"domain_scores_gemma":[0.99915606,0.00005621351,0.00020038856,0.00027691023,0.00025105575,0.000059386162],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032808766,0.00028534525,0.00042345206,0.00037654286,0.000096979245,0.000021417134,0.00025488777,0.00038797606,0.0004776822],"category_scores_gemma":[0.000016729722,0.0003787224,0.00009681605,0.00016493717,0.00006157393,0.0005824798,0.000019144838,0.00026568046,0.000087030625],"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":[0.0018231325,0.00010830153,0.014806002,0.0061159283,0.00066347054,0.000017113534,0.88087505,0.033734344,0.0264536,0.0008770937,0.022736399,0.011789592],"study_design_scores_gemma":[0.008936568,0.004019755,0.562437,0.002149797,0.00079155824,0.0000016742604,0.28093505,0.11947899,0.0113096405,0.0011067574,0.006189999,0.0026432278],"about_ca_topic_score_codex":0.12329035,"about_ca_topic_score_gemma":0.7142953,"teacher_disagreement_score":0.59994,"about_ca_system_score_codex":0.000731925,"about_ca_system_score_gemma":0.00017356008,"threshold_uncertainty_score":0.9998665},"labels":[],"label_agreement":null},{"id":"W2888001038","doi":"","title":"New Methods for Improving Accuracy in Three Distinct Predictive Modeling Problems","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Statistical Methods and 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":"University of Waterloo","keywords":"Computer science; Data science","score_opus":0.0655582659955429,"score_gpt":0.343221718137208,"score_spread":0.2776634521416651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888001038","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":[0.17320427,0.00005009515,0.8250717,0.00006001843,0.0002581749,0.0008662051,0.00007582033,0.000049323327,0.00036442],"genre_scores_gemma":[0.00388621,0.0000097697375,0.9678052,0.0000022229224,0.00007552388,0.000004048774,0.000108077955,0.00004401568,0.028064908],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985423,0.00012593492,0.00028988978,0.0004913167,0.00019740532,0.00035312504],"domain_scores_gemma":[0.99757683,0.0011998394,0.0004232086,0.00033506876,0.00034332412,0.00012171795],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007600492,0.00029202743,0.0006645273,0.00021811125,0.00014078476,0.000026325422,0.00043236132,0.00035659844,0.00015677518],"category_scores_gemma":[0.0018367172,0.00030670315,0.00016732264,0.00017687182,0.00005321357,0.00018037803,0.000089807996,0.0003050878,0.000004253086],"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":[0.001830825,0.0002907226,0.0003327547,0.0078262715,0.00036466453,0.000012631554,0.22476262,0.00015390715,0.0050615007,0.041298497,0.00093344605,0.71713215],"study_design_scores_gemma":[0.0011783197,0.0004647266,0.0005413305,0.0009041393,0.00041752457,8.9374623e-7,0.028766181,0.32954484,0.0006699358,0.6369317,0.000059631584,0.0005207416],"about_ca_topic_score_codex":0.024581665,"about_ca_topic_score_gemma":0.06003388,"teacher_disagreement_score":0.71661144,"about_ca_system_score_codex":0.00010784259,"about_ca_system_score_gemma":0.00021764687,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W2888343534","doi":"","title":"The aging spine: The effect of cyclic loading, simulated degeneration and prolonged sitting on joint stiffness across age","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Musculoskeletal pain 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":"Sitting; Degeneration (medical); Joint (building); Physical medicine and rehabilitation; Stiffness; Medicine; Structural engineering; Physical therapy; Engineering; Pathology","score_opus":0.007697402634458996,"score_gpt":0.25041995935536515,"score_spread":0.24272255672090615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888343534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99778926,0.00013900093,0.00000408757,0.0007069796,0.0002145387,0.0010208519,0.0000044508224,0.00003071896,0.00009010022],"genre_scores_gemma":[0.9691248,0.00004708452,0.000067333924,0.0000102203685,0.0000748378,9.608613e-7,0.00021219866,0.000021204225,0.03044136],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987768,0.00023766037,0.00018736915,0.00028434387,0.00030153332,0.00021229728],"domain_scores_gemma":[0.998867,0.00022124656,0.00035981124,0.00031485947,0.00018032664,0.00005679042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008326463,0.0002114576,0.00040723488,0.00009706808,0.0005635831,0.000024922267,0.00012536037,0.00021314289,0.000009892927],"category_scores_gemma":[0.00022392067,0.00013111472,0.0001732678,0.00016530749,0.0002848391,0.0000682728,0.000038165123,0.00027545053,0.000004663983],"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":[0.0028032921,0.000116704025,0.0049667303,0.008200286,0.0005774005,0.000024951889,0.32871574,0.00028106777,0.6126411,0.000071170994,0.00033363418,0.04126792],"study_design_scores_gemma":[0.005730926,0.0042206403,0.7157255,0.004468572,0.0008671847,0.000004306942,0.14961876,0.0054138796,0.11311425,0.000053788488,0.00023740894,0.00054480747],"about_ca_topic_score_codex":0.00219419,"about_ca_topic_score_gemma":0.0046968744,"teacher_disagreement_score":0.71075875,"about_ca_system_score_codex":0.000053621676,"about_ca_system_score_gemma":0.000026985163,"threshold_uncertainty_score":0.5346703},"labels":[],"label_agreement":null},{"id":"W2888577804","doi":"","title":"Dine and Dash: A Test of Criminological Theory","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crime Patterns and Interventions","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":"Dash; Test (biology); Psychology; Criminology; Computer science; Geology; Paleontology","score_opus":0.035644127827082206,"score_gpt":0.28533973612077534,"score_spread":0.24969560829369314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888577804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98984486,0.00011226402,0.000008628117,0.00033450502,0.0001482683,0.000112344984,0.000050771727,0.00002012705,0.009368213],"genre_scores_gemma":[0.5708779,0.0001762067,0.00023311119,0.0000046194573,0.00003765002,1.3327603e-7,0.00006340223,0.000005204331,0.42860177],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993479,0.00007901229,0.00008758142,0.00018049097,0.00016268228,0.00014231753],"domain_scores_gemma":[0.999399,0.00007658949,0.00017391896,0.0001252177,0.00016713723,0.0000581456],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002268069,0.0000923527,0.00022462063,0.0001227381,0.0002372093,0.000011595106,0.00023946358,0.00019716925,0.0031182973],"category_scores_gemma":[0.00008003797,0.00009670912,0.00012578275,0.00008003493,0.00047391313,0.00010030696,0.000049864426,0.000097852964,0.000020387608],"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":[0.00024409739,0.00050372025,0.011441351,0.00052439736,0.00018267418,0.000019647354,0.93423826,1.4841409e-7,0.0057767094,0.021669133,0.010293074,0.015106783],"study_design_scores_gemma":[0.00038272675,0.00046019457,0.064023726,0.000363996,0.00025530744,6.355391e-7,0.92480004,0.0000059874997,0.0012518577,0.0025252297,0.0056970534,0.00023326084],"about_ca_topic_score_codex":0.056577828,"about_ca_topic_score_gemma":0.13651869,"teacher_disagreement_score":0.41923356,"about_ca_system_score_codex":0.000022308594,"about_ca_system_score_gemma":0.000039288236,"threshold_uncertainty_score":0.99779296},"labels":[],"label_agreement":null},{"id":"W2888975450","doi":"","title":"The aftermath of a crypto-ransomware attack at a large academic institution","year":2018,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Waterloo","funders":"","keywords":"Ransomware; Ransom; Computer security; Institution; Academic institution; Productivity; Internet privacy; Process (computing); Malware; Business; Computer science; Political science; Economics; Law; Library science","score_opus":0.013062359503345361,"score_gpt":0.2316024982389616,"score_spread":0.21854013873561623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888975450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.741803,0.00005201907,0.2563844,0.0011020773,0.00013320782,0.00016820338,0.000011276972,0.00020827544,0.00013753821],"genre_scores_gemma":[0.9527196,0.00014235525,0.031782478,0.000059007052,0.000032301363,8.072134e-7,0.0000018099626,0.000007576849,0.01525401],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913883,0.00005298341,0.00011087981,0.00023712683,0.00022322386,0.00023692925],"domain_scores_gemma":[0.9990358,0.000037382557,0.00018312283,0.0004904704,0.00019582732,0.000057423727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019788364,0.00010303903,0.00014749235,0.000112133836,0.0004395287,0.000010250978,0.00088104146,0.000104195664,0.000019468174],"category_scores_gemma":[0.000019090978,0.0000934156,0.00007872107,0.00030936376,0.0003742987,0.0006334417,0.00056868367,0.00014075477,0.00004710188],"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":[0.0015207747,0.00046543864,0.01447077,0.0005574684,0.00033519164,0.00014846452,0.4667905,0.00023762455,0.27743107,0.11769232,0.02608547,0.09426492],"study_design_scores_gemma":[0.004680239,0.0021990545,0.036757886,0.0006121298,0.00011270043,0.00012918013,0.025311483,0.037236754,0.62167287,0.010127734,0.25966358,0.001496367],"about_ca_topic_score_codex":0.000584648,"about_ca_topic_score_gemma":0.0032223978,"teacher_disagreement_score":0.44147903,"about_ca_system_score_codex":0.000076125165,"about_ca_system_score_gemma":0.00003597159,"threshold_uncertainty_score":0.38093776},"labels":[],"label_agreement":null},{"id":"W2888980291","doi":"","title":"Exposure and Perceptions of Caffeinated Energy Drink Marketing among Youth and Young Adults in Canada","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coffee research and impacts","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 Institutes of Health Research; Public Health Agency; Public Health Agency of Canada","keywords":"Perception; Advertising; Marketing; Psychology; Environmental health; Business; Medicine; Food science; Chemistry","score_opus":0.005327968147445857,"score_gpt":0.19357657898694547,"score_spread":0.18824861083949962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888980291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990389,0.0002084939,3.5714783e-7,0.00009792376,0.00005360362,0.00016889724,0.00006297009,0.000007429296,0.00036144495],"genre_scores_gemma":[0.9556918,0.0006791599,0.00006951672,0.0000029017626,0.000015663454,1.9127903e-7,0.0003924273,0.000013606507,0.043134723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999044,0.00007497498,0.00011611934,0.00024160763,0.00027256005,0.0002507658],"domain_scores_gemma":[0.99925196,0.000033142886,0.00012841179,0.00015677247,0.00021607005,0.00021366849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014109098,0.00015160622,0.00038584808,0.00031329977,0.00007557094,0.000006255976,0.00007747188,0.0001477437,0.00011867806],"category_scores_gemma":[0.000069160546,0.00016368878,0.00004026573,0.00016860488,0.00011482204,0.00010107755,0.000047805628,0.00018219095,3.169918e-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":[0.0032943166,0.000091088026,0.7214341,0.0021341247,0.00020283273,0.0002093818,0.2503842,7.202196e-7,0.0055193123,0.0000036204572,0.0010133227,0.015712949],"study_design_scores_gemma":[0.001017304,0.00018376633,0.68250287,0.0010399828,0.000073157884,0.0000044483386,0.31469926,0.00011362005,0.00025767315,0.0000012002283,0.000009285478,0.00009741905],"about_ca_topic_score_codex":0.9908742,"about_ca_topic_score_gemma":0.99845403,"teacher_disagreement_score":0.06431505,"about_ca_system_score_codex":0.0001744424,"about_ca_system_score_gemma":0.00051952474,"threshold_uncertainty_score":0.6675035},"labels":[],"label_agreement":null},{"id":"W2889275746","doi":"","title":"Constituting Restorative Justice: A Case Study Exploring Volunteers’ Experiences of Meaning","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Law in Society and Culture","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 Waterloo","keywords":"Meaning (existential); Restorative justice; Psychology; Social psychology; Sociology; Criminology; Psychotherapist","score_opus":0.04881090903749694,"score_gpt":0.2884501886111423,"score_spread":0.23963927957364536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889275746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98912966,0.00008532374,0.000002822073,0.000045524874,0.0011195057,0.00037204195,0.00000809107,0.0000487459,0.009188269],"genre_scores_gemma":[0.9019189,0.00009863346,0.00071332196,0.0000032185028,0.00014797252,0.0000024273352,0.00001662776,0.000009356638,0.097089544],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984892,0.00020944553,0.0001647118,0.0003364149,0.000529168,0.00027105404],"domain_scores_gemma":[0.99871147,0.00006735106,0.0003934063,0.00018651044,0.000545117,0.000096137024],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00048405753,0.0001842092,0.00039789238,0.000045075958,0.0016521896,0.000032156106,0.00040159887,0.0002528309,0.0002780919],"category_scores_gemma":[0.00010702383,0.0002041133,0.00015340434,0.00036503913,0.0010924889,0.00056266144,0.0000616601,0.00023935524,0.000009224336],"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":[0.0000555631,0.000085892236,0.00012654127,0.00012168901,0.000112478425,0.00030990303,0.99662215,0.000004916575,0.00010540596,0.0017218719,0.000556556,0.00017706689],"study_design_scores_gemma":[0.00030526592,0.00015414257,0.00001780439,0.00023648265,0.00034266978,0.0000048094366,0.9977212,0.00000876073,0.0003047669,0.000048343532,0.00065515854,0.00020062468],"about_ca_topic_score_codex":0.13205548,"about_ca_topic_score_gemma":0.36637843,"teacher_disagreement_score":0.23432295,"about_ca_system_score_codex":0.00011694495,"about_ca_system_score_gemma":0.0002851861,"threshold_uncertainty_score":0.9996475},"labels":[],"label_agreement":null},{"id":"W2889654202","doi":"","title":"Predictive Dynamic Simulation of Cycling Using Olympic Cyclist and Bicycle Models","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Winter Sports Injuries and Performance","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":"University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Cycling; Engineering; Transport engineering; Environmental science; Geography; Forestry","score_opus":0.013569318079837299,"score_gpt":0.25188190545171263,"score_spread":0.23831258737187533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889654202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983277,0.00015287728,0.0005026721,0.000043396856,0.0002202922,0.0002495738,0.000055085868,0.000024288931,0.00042411333],"genre_scores_gemma":[0.9596425,0.00012674305,0.001806088,0.000005392493,0.000047383754,9.5402335e-8,0.0003002138,0.00002232773,0.038049255],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991832,0.000012341182,0.0001749551,0.00026143953,0.00021406502,0.00015399928],"domain_scores_gemma":[0.9990939,0.00001668184,0.00036382253,0.00022373244,0.0002321395,0.00006975893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083949904,0.00017212777,0.00044753976,0.00025921685,0.000116843665,0.0000060714956,0.00009150057,0.00023054129,0.000069334994],"category_scores_gemma":[0.0000058620703,0.00019044861,0.00010708905,0.00011457631,0.00015003781,0.00026393292,0.000040568942,0.00014444679,0.0000015773346],"study_design_candidate":"simulation_or_modeling","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":[0.014050774,0.0006490134,0.034770895,0.010575979,0.0018649974,0.00013184105,0.7696629,0.10505482,0.041666538,0.00010038163,0.00026804325,0.021203814],"study_design_scores_gemma":[0.0011709408,0.00049039227,0.040209044,0.0017648618,0.0007364263,0.000006681763,0.058366586,0.89519143,0.0015851007,0.00017381275,0.00004692515,0.00025781378],"about_ca_topic_score_codex":0.0076076626,"about_ca_topic_score_gemma":0.0035578934,"teacher_disagreement_score":0.7901366,"about_ca_system_score_codex":0.00007519813,"about_ca_system_score_gemma":0.00007905517,"threshold_uncertainty_score":0.9990008},"labels":[],"label_agreement":null},{"id":"W2889723676","doi":"","title":"Talk, Body, Performance: Mental Health Rhetoric in Corporate, Government, and Institutional Settings","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Rhetoric and Communication 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":"Rhetoric; Mental health; Government (linguistics); Political science; Public relations; Psychology; Business; Public administration; Psychiatry; Linguistics; Philosophy","score_opus":0.021663647032426094,"score_gpt":0.2074426625651583,"score_spread":0.1857790155327322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889723676","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":[0.98594713,0.00054206746,4.065565e-7,0.0008214928,0.00043835238,0.00018725941,0.00012740513,0.000021807802,0.011914101],"genre_scores_gemma":[0.45716977,0.002926004,0.00014353888,0.000042569583,0.00007865649,0.0000010287846,0.00048743398,0.000011161017,0.53913987],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917215,0.000033171735,0.00014752884,0.00020557076,0.00027319018,0.0001684009],"domain_scores_gemma":[0.9992756,0.000010967032,0.0004147241,0.0001601187,0.00009128662,0.00004728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013860762,0.00016456451,0.00029546316,0.00009845681,0.0007850121,0.000028315199,0.00019782635,0.00007111116,0.00032715974],"category_scores_gemma":[0.0000029462915,0.0001783584,0.000047237616,0.000052966247,0.0003067886,0.00027506077,0.00009763984,0.00016103391,0.000026020381],"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":[0.00026698175,0.00016327517,0.0023140535,0.0005926689,0.0001461655,0.0000056333197,0.94118285,0.0000010074167,0.000053350377,0.013004547,0.036456276,0.0058132075],"study_design_scores_gemma":[0.0010157216,0.00031203302,0.01982609,0.0005233222,0.000036988542,0.0000035825997,0.6975041,0.00014390149,0.00003772756,0.00012529317,0.28009614,0.00037509506],"about_ca_topic_score_codex":0.012669719,"about_ca_topic_score_gemma":0.07585734,"teacher_disagreement_score":0.52877736,"about_ca_system_score_codex":0.00021400499,"about_ca_system_score_gemma":0.00009017677,"threshold_uncertainty_score":0.993905},"labels":[],"label_agreement":null},{"id":"W2889920831","doi":"","title":"Barriers to Growth Management: Local Challenges Implementing the Growth Plan for the Greater Golden Horseshoe","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Local Government Finance and Decentralization","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":"Horseshoe (symbol); Horseshoe crab; Growth management; Plan (archaeology); Environmental planning; Geography; Environmental resource management; Operations management; Engineering; Computer science; Biology; Ecology; Archaeology; Environmental science; Civil engineering","score_opus":0.017926836859251876,"score_gpt":0.2358388357007934,"score_spread":0.21791199884154153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889920831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92017466,0.0005188605,0.00249181,0.038181,0.0018986529,0.0050696074,0.0002477689,0.00018057461,0.031237086],"genre_scores_gemma":[0.6476889,0.0036337024,0.00044494474,0.00030935486,0.0003840521,0.00001586807,0.00020223149,0.000047557533,0.34727335],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983822,0.000088565605,0.00012504941,0.0003506543,0.00055873685,0.000494799],"domain_scores_gemma":[0.99916023,0.00006746496,0.00020233217,0.00023380532,0.00020514724,0.00013104895],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00057150517,0.00019090073,0.00020863234,0.000086346925,0.0015822231,0.000066480876,0.00081328035,0.00016584153,0.00026890816],"category_scores_gemma":[0.000040587154,0.00014576486,0.00015302021,0.00021764154,0.00022517996,0.00021229532,0.000104913066,0.000095708594,0.000032672004],"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":[0.0004501187,0.000026936994,0.0018585051,0.00037464785,0.00041754104,0.00001066175,0.8573903,0.000008416589,0.00001597279,0.08488912,0.042403214,0.012154604],"study_design_scores_gemma":[0.0004288762,0.000101665144,0.0074014957,0.00011630211,0.00030869615,1.6089594e-7,0.91515636,0.00004166568,0.00022708633,0.0010494689,0.074912846,0.00025538955],"about_ca_topic_score_codex":0.028794315,"about_ca_topic_score_gemma":0.18082546,"teacher_disagreement_score":0.31603628,"about_ca_system_score_codex":0.00014580939,"about_ca_system_score_gemma":0.00007194533,"threshold_uncertainty_score":0.9997176},"labels":[],"label_agreement":null},{"id":"W2890719566","doi":"","title":"Benchmarking the Sustainability of Sludge Handling Systems in Small Wastewater Treatment Plants in Ontario","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wastewater Treatment and Reuse","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":"Ministry of Environment; Ontario Water Consortium","keywords":"Benchmarking; Sustainability; Sewage treatment; Waste management; Environmental science; Wastewater; Environmental engineering; Environmental planning; Business; Engineering; Ecology; Biology","score_opus":0.012009056273069106,"score_gpt":0.18893913328636036,"score_spread":0.17693007701329125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890719566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99840856,0.000049144797,2.714102e-7,0.00009007456,0.00023925547,0.0007307907,0.000012395792,0.000008715805,0.0004608158],"genre_scores_gemma":[0.83742434,0.00003407421,0.00011478579,9.105963e-7,0.000011873192,0.0000023820019,0.00017509522,0.00001249379,0.16222402],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986521,0.00011875597,0.00024036347,0.0004239508,0.00020760042,0.0003572067],"domain_scores_gemma":[0.99923104,0.000038633585,0.0002503557,0.00040438678,0.000021939539,0.00005361502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025130156,0.0002764026,0.00048086312,0.00017496113,0.0001135174,0.000016416177,0.00038764736,0.00023278114,0.00030319783],"category_scores_gemma":[0.0000036249169,0.00020357066,0.00012569131,0.0001385628,0.0001753919,0.00014152018,0.000120801546,0.00016953198,0.000020979187],"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":[0.0006724271,0.0004860297,0.48878634,0.00023214906,0.00010915238,0.00014511481,0.50342023,0.0020393324,0.00334494,0.0000073992337,0.000074952935,0.0006819194],"study_design_scores_gemma":[0.0036768322,0.0010443291,0.5477162,0.00094070984,0.00023721514,0.000006230665,0.43001136,0.0005615901,0.013968792,0.00016035003,0.00096904626,0.0007073122],"about_ca_topic_score_codex":0.9203359,"about_ca_topic_score_gemma":0.98974663,"teacher_disagreement_score":0.1617632,"about_ca_system_score_codex":0.0016844391,"about_ca_system_score_gemma":0.000091820555,"threshold_uncertainty_score":0.830137},"labels":[],"label_agreement":null},{"id":"W2890938577","doi":"10.13140/rg.2.2.23305.47200","title":"Taking the Pulse of Canada's Industrial Food System","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Food and Agriculture","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":"Food systems; Pulse (music); Business; Geography; Agricultural economics; Engineering; Food security; Economics; Telecommunications; Agriculture; Archaeology","score_opus":0.012604595395509306,"score_gpt":0.15662081828789648,"score_spread":0.14401622289238716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890938577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99593675,0.00010140915,1.1524848e-8,0.0016449869,0.0004999984,0.00024206088,0.00021091019,0.000017053679,0.0013468392],"genre_scores_gemma":[0.92876065,0.000008918773,0.0000029428898,0.0000059241315,0.00012136054,1.2426071e-7,0.00029807913,0.0000010331329,0.07080098],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.999111,0.00005686082,0.00011326832,0.00020661623,0.00031694924,0.00019532163],"domain_scores_gemma":[0.9992537,0.00005566704,0.0004497064,0.00007530153,0.00011606193,0.000049570226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000090367386,0.00015687884,0.00030821026,0.000011076532,0.00019996025,0.000012684446,0.0004988313,0.00028255762,0.0004252809],"category_scores_gemma":[0.000011387957,0.000056482662,0.0001264443,0.00022813198,0.000026887972,0.000053161286,0.000049077207,0.00022673042,0.000004493135],"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":[0.001123947,0.00032534925,0.0038976737,0.0017690758,0.0013742689,0.00007935636,0.08340043,0.000053791715,0.7233885,0.0027881698,0.072689764,0.109109655],"study_design_scores_gemma":[0.0005145558,0.0006508365,0.11633145,0.0007162835,0.00023879013,0.000005599939,0.8585378,0.000017697466,0.016180625,0.0000066570224,0.006305854,0.0004938538],"about_ca_topic_score_codex":0.84169716,"about_ca_topic_score_gemma":0.97861975,"teacher_disagreement_score":0.77513736,"about_ca_system_score_codex":0.00006837962,"about_ca_system_score_gemma":0.00009552909,"threshold_uncertainty_score":0.46565276},"labels":[],"label_agreement":null},{"id":"W2891695461","doi":"","title":"Petrogenesis of the Bissett Creek flake graphite deposit: Implications for regional graphite mineralization models in the Grenville Province, Ontario","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geochemistry and Geologic Mapping","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":"Petrogenesis; Geology; Mineralization (soil science); Graphite; Geochemistry; Soil science; Mantle (geology); Metallurgy; Materials science","score_opus":0.017140207528176372,"score_gpt":0.19372064573259695,"score_spread":0.17658043820442057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891695461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918993,0.000056604564,0.0031461928,0.0036700612,0.00010322673,0.00059432903,0.00004295064,0.000018133404,0.00046920447],"genre_scores_gemma":[0.77799904,0.000069180816,0.014121883,0.00011671791,0.0000459957,0.000018380995,0.0008357255,0.000013409786,0.20677964],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989195,0.00006496807,0.00018181707,0.0003967837,0.00022264075,0.00021427595],"domain_scores_gemma":[0.9984735,0.00004538915,0.0004117853,0.0006890364,0.0003471184,0.000033124394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019769288,0.00017515189,0.00023611147,0.0001838104,0.0003490331,0.000026639345,0.0015177324,0.00018751394,0.00000843549],"category_scores_gemma":[0.000011229859,0.00014861245,0.00025225678,0.0005792578,0.00013499285,0.00019204557,0.00010311719,0.00012674872,4.6918194e-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":[0.0005575998,0.001170396,0.19268568,0.0025784073,0.0007118924,0.000019596157,0.58482975,0.007429389,0.053622987,0.12579046,0.027193533,0.00341031],"study_design_scores_gemma":[0.0022615192,0.00045282714,0.8449134,0.0009000822,0.00051790423,0.0000464659,0.040936813,0.012510937,0.0040777493,0.07805539,0.0139795365,0.0013473546],"about_ca_topic_score_codex":0.109486766,"about_ca_topic_score_gemma":0.83184546,"teacher_disagreement_score":0.7223587,"about_ca_system_score_codex":0.00004095563,"about_ca_system_score_gemma":0.00017181378,"threshold_uncertainty_score":0.89644325},"labels":[],"label_agreement":null},{"id":"W2892139539","doi":"","title":"ANALYSIS OF CONSTRUCTION EXPERIENCE OF USING LIGHTWEIGHT CELLULAR CONCRETE AS A SUBBASE MATERIAL","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Innovations in Concrete and Construction Materials","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Subbase; Engineering; Civil engineering; Geotechnical engineering; Construction engineering; Environmental science; Structural engineering; Mathematics","score_opus":0.008354123106610602,"score_gpt":0.20377648060456557,"score_spread":0.19542235749795497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892139539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975662,0.000028016377,0.0001579292,0.0000030536096,0.0013594569,0.00014574737,0.0002630063,0.0000522358,0.0004243333],"genre_scores_gemma":[0.98695225,0.000057850484,0.007941617,0.0000015242766,0.00007209562,5.634408e-7,0.0007575333,0.000028875973,0.0041877064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989099,0.00004258198,0.0003882586,0.00023763346,0.00025192954,0.00016970946],"domain_scores_gemma":[0.998609,0.000015204197,0.00049811555,0.0003461933,0.000492356,0.000039139795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010766941,0.00022348657,0.00072372024,0.00093098864,0.000090023656,0.000014403683,0.00024677397,0.0003190459,0.0020859],"category_scores_gemma":[0.000008986867,0.0002807907,0.00021097435,0.00084195356,0.00030132555,0.00021065089,0.00002948679,0.00008245241,0.000006168407],"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":[0.00019503033,0.000003280844,0.0003745561,0.00043521123,0.0010721859,0.0000071928525,0.03062713,0.00021230675,0.9662562,0.0004839613,0.000035109435,0.0002978304],"study_design_scores_gemma":[0.00029436458,0.000050497467,0.00017429661,0.00016533853,0.0013726949,0.0000035602638,0.06256024,0.002767297,0.93216276,0.000037169684,0.00012207551,0.00028968777],"about_ca_topic_score_codex":0.005448995,"about_ca_topic_score_gemma":0.00046504938,"teacher_disagreement_score":0.034093425,"about_ca_system_score_codex":0.000057933652,"about_ca_system_score_gemma":0.000071720104,"threshold_uncertainty_score":0.9999644},"labels":[],"label_agreement":null},{"id":"W2892693054","doi":"","title":"Soil-Structure Interaction Analysis of Monopile Foundations Supporting Offshore Wind Turbines","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":11,"is_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":"Offshore wind power; Wind power; Marine engineering; Submarine pipeline; Engineering; Soil structure interaction; Geology; Geotechnical engineering; Structural engineering; Finite element method; Electrical engineering","score_opus":0.006615948366104499,"score_gpt":0.20695442446853474,"score_spread":0.20033847610243025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892693054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985254,0.000027801148,0.00042309528,0.000028083881,0.00037288413,0.00011132777,0.0001010984,0.00014420389,0.0002661055],"genre_scores_gemma":[0.9848675,0.000040982228,0.000581681,9.906827e-7,0.00003741856,2.1698025e-7,0.0030497978,0.000028351928,0.011393028],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920464,0.0000145222975,0.00022427895,0.00020742713,0.00018109549,0.00016804136],"domain_scores_gemma":[0.99922466,0.000026578558,0.00020138363,0.00026066133,0.00022207113,0.000064646316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006329431,0.00019587827,0.0004511791,0.00062659546,0.000074652446,0.000012946031,0.00018803684,0.0003101108,0.00038011963],"category_scores_gemma":[0.000039596638,0.00023661446,0.00022744817,0.0007034862,0.000040902665,0.00017669011,0.000020032148,0.00020423214,0.000005082635],"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":[0.0000458394,0.000034032746,0.00066133484,0.0008103734,0.0014859282,0.0000028116754,0.041699138,0.93637025,0.015257657,0.000057900073,0.0007599975,0.002814735],"study_design_scores_gemma":[0.00047589224,0.00014456749,0.033634722,0.00037210225,0.004312096,0.0000015867283,0.07023743,0.8759504,0.012587431,0.00016396941,0.0012973507,0.00082246587],"about_ca_topic_score_codex":0.003276389,"about_ca_topic_score_gemma":0.029334247,"teacher_disagreement_score":0.060419865,"about_ca_system_score_codex":0.000072460745,"about_ca_system_score_gemma":0.000027354126,"threshold_uncertainty_score":0.98837787},"labels":[],"label_agreement":null},{"id":"W2892961408","doi":"","title":"The Fatigue Behaviour of Welded and Bolted Shear Connectors in Composite Highway Bridges","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Welding; Structural engineering; Bolted joint; Composite number; Shear (geology); Materials science; Engineering; Forensic engineering; Composite material; Finite element method","score_opus":0.008054830264544004,"score_gpt":0.19485529282088346,"score_spread":0.18680046255633945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892961408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99922186,0.00020092423,0.0000021229082,0.00006195159,0.00019662328,0.000119344,0.000034201705,0.000059725844,0.00010326674],"genre_scores_gemma":[0.98508316,0.00017422679,0.00031104463,7.7983066e-7,0.00001177618,2.1037921e-7,0.00017239514,0.000022190465,0.014224206],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99926335,0.000036327696,0.00014554233,0.00019511768,0.00017421915,0.00018543693],"domain_scores_gemma":[0.9994439,0.000056551027,0.00011755479,0.0002356168,0.000096292075,0.000050094754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083577055,0.00018902349,0.00038875977,0.000250567,0.00010912874,0.000017918966,0.00025589048,0.00019120138,0.000031259973],"category_scores_gemma":[0.000009433977,0.00018449669,0.000098290395,0.0002027457,0.00012020645,0.00008437977,0.000035015684,0.00019538391,0.0000036704082],"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":[0.00085545966,0.000098562625,0.14339012,0.0024974614,0.0023242747,0.0001140967,0.3187855,0.005004353,0.517182,0.0005131048,0.0030670713,0.0061679822],"study_design_scores_gemma":[0.00085845316,0.00009611719,0.7887126,0.0004442202,0.0003684197,0.0000026006107,0.06765513,0.005539301,0.1356909,0.00003983412,0.00010626689,0.00048614177],"about_ca_topic_score_codex":0.057882924,"about_ca_topic_score_gemma":0.075551696,"teacher_disagreement_score":0.6453225,"about_ca_system_score_codex":0.00005703513,"about_ca_system_score_gemma":0.000012429264,"threshold_uncertainty_score":0.9483907},"labels":[],"label_agreement":null},{"id":"W2893621396","doi":"","title":"Developing an integrated geriatric care planning approach in home care","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Geriatric care; Nursing; Medicine","score_opus":0.029814194699706108,"score_gpt":0.30715827018065117,"score_spread":0.2773440754809451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893621396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994624,0.0010359042,0.000044126275,0.00005464046,0.0015445133,0.00071247027,0.00007980139,0.0001282629,0.0017762406],"genre_scores_gemma":[0.7633658,0.00029034037,0.023298742,0.000032499993,0.0006355801,0.0000103941675,0.024893366,0.00018852974,0.18728475],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979108,0.0003200166,0.00029908394,0.0005900426,0.0002981472,0.00058192183],"domain_scores_gemma":[0.9982486,0.00004804258,0.0004387609,0.0003913467,0.00074495864,0.0001282966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015858536,0.0003527614,0.0007178098,0.0009876125,0.0006720481,0.000013823909,0.0004941811,0.0009362972,0.00014198337],"category_scores_gemma":[0.000015224778,0.00039626454,0.00013193952,0.0007617754,0.000057827965,0.00023966079,0.00007993757,0.0008222111,0.000051964926],"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":[0.00042643002,0.000027202392,0.01120413,0.0025511105,0.00003881551,0.000029411554,0.9791333,0.000013874409,0.00006290783,0.000025639565,0.0017081918,0.004778985],"study_design_scores_gemma":[0.0009602942,0.00014267018,0.06812353,0.0010423455,0.000111856294,6.9304394e-7,0.9272826,0.000015468308,0.00003164435,0.000019312394,0.0018407041,0.0004289038],"about_ca_topic_score_codex":0.07660287,"about_ca_topic_score_gemma":0.10007211,"teacher_disagreement_score":0.23125824,"about_ca_system_score_codex":0.00086169696,"about_ca_system_score_gemma":0.0009847035,"threshold_uncertainty_score":0.9998489},"labels":[],"label_agreement":null},{"id":"W2896501025","doi":"","title":"Simulating Farmer Adoption of Agricultural Best Management Practices in the Upper Medway Creek Subwatershed","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Conservation 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":"Agriculture; Agricultural economics; Water resource management; Business; Agricultural science; Environmental science; Geography; Economics; Archaeology","score_opus":0.016165244626386202,"score_gpt":0.21987509346844497,"score_spread":0.20370984884205878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896501025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988266,0.000012733939,0.0000045519996,0.00072136195,0.00011249583,0.0004992083,0.0000057425727,0.0000089319,0.010369012],"genre_scores_gemma":[0.6964125,0.0001571697,0.0026044948,0.00010188037,0.000017934717,0.0000023132602,0.000366437,0.000013466166,0.30032378],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987294,0.00010633676,0.00017790424,0.00031903983,0.00047434279,0.00019294646],"domain_scores_gemma":[0.99904925,0.000030718165,0.00061757874,0.0002565007,0.000013426767,0.00003250627],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029030858,0.00017120551,0.00019671657,0.00008165552,0.00014317613,0.000022205208,0.00044647703,0.0001072041,0.0016767174],"category_scores_gemma":[0.000007755778,0.0001492058,0.00009579025,0.00021617622,0.0001434322,0.0003683412,0.00015146667,0.0001329571,0.00028145683],"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":[0.00096324075,0.0024370912,0.25355813,0.002156035,0.00075300486,0.00013434519,0.6400621,0.0052305018,0.0401819,0.00059041166,0.03308744,0.020845803],"study_design_scores_gemma":[0.00045425736,0.00011220014,0.5909968,0.00011891855,0.00016352897,6.333833e-7,0.4028976,0.00009484547,0.0003243847,0.000020687672,0.00461779,0.00019835799],"about_ca_topic_score_codex":0.043605328,"about_ca_topic_score_gemma":0.13721557,"teacher_disagreement_score":0.33743867,"about_ca_system_score_codex":0.0001182932,"about_ca_system_score_gemma":0.000003010858,"threshold_uncertainty_score":0.99923587},"labels":[],"label_agreement":null},{"id":"W2897055705","doi":"","title":"Alcohol use among Older Adults in Inpatient Psychiatry in Ontario: Individual and Community Factors Related to Problematic Use","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Psychiatry; Psychology; Medicine; Gerontology; Clinical psychology","score_opus":0.029661555522949728,"score_gpt":0.2719932423529327,"score_spread":0.242331686829983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897055705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726015,0.000016690681,6.439861e-8,0.000076984725,0.0005640014,0.001871561,0.000061978164,0.000027036825,0.000121532605],"genre_scores_gemma":[0.93944204,0.0000060207067,0.00034081528,0.000019526158,0.0000029800794,0.000006259842,0.0015948879,0.000026520576,0.05856095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821967,0.00041254584,0.0003423493,0.00041186123,0.00022976805,0.00038381238],"domain_scores_gemma":[0.9988988,0.00010348843,0.00035933868,0.00041446337,0.000062752646,0.00016114139],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024081227,0.00032975458,0.0005317044,0.0007545596,0.0002613777,0.00003739232,0.00033529918,0.00049636984,0.0005210906],"category_scores_gemma":[0.000011427537,0.00035540666,0.00006874493,0.00031572062,0.0000857831,0.00052531675,0.0001157146,0.0009062499,0.000030801333],"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":[0.00035009632,0.0006167226,0.57162327,0.00024024508,0.00005883147,0.000012086009,0.4266668,8.1796856e-7,0.0000016038972,0.000012166829,0.00019040164,0.00022697789],"study_design_scores_gemma":[0.0023670476,0.00038094932,0.7727111,0.0016368325,0.000066686844,6.25735e-7,0.22253868,0.0000027986907,0.000006941301,0.00005118705,0.000005547319,0.00023162612],"about_ca_topic_score_codex":0.9351187,"about_ca_topic_score_gemma":0.9939872,"teacher_disagreement_score":0.20412813,"about_ca_system_score_codex":0.000272299,"about_ca_system_score_gemma":0.00005989023,"threshold_uncertainty_score":0.9998898},"labels":[],"label_agreement":null},{"id":"W2898860892","doi":"","title":"Representations of Violent Women in Popular Culture and World Politics: The Mothers, Monsters, Whores, and Penitents of Young Adult Fantasy","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gender, Security, and Conflict","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 Waterloo","keywords":"Fantasy; Popular culture; Gender studies; Politics; Criminology; Art; Psychology; Sociology; Political science; Literature; Law","score_opus":0.010781879466756674,"score_gpt":0.2429200247790414,"score_spread":0.23213814531228472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898860892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99650437,0.00037652245,5.2765506e-7,0.00037154375,0.0001005316,0.00030166813,0.00007984476,0.0000072939706,0.002257693],"genre_scores_gemma":[0.8535573,0.001270083,0.00009396799,0.000010597061,0.000031347176,8.0205285e-7,0.00008139955,0.000008315204,0.14494619],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989241,0.00015057095,0.00014208637,0.0002290443,0.00030377094,0.00025043177],"domain_scores_gemma":[0.9992373,0.000018790355,0.0002550765,0.00018425277,0.00021428743,0.00009031283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021103663,0.00012831001,0.00028802291,0.00022051553,0.0002506591,0.000019552772,0.0002747818,0.00014794334,0.000050390998],"category_scores_gemma":[0.000024938778,0.00012110344,0.00006335844,0.00021205768,0.00046078558,0.0001374874,0.000055269877,0.00012816663,9.1835756e-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":[0.00006571614,0.000044643224,0.043889966,0.00014435293,0.00007177156,0.000003181513,0.95182854,5.6613067e-7,0.00021732923,0.0031585435,0.00031586032,0.000259549],"study_design_scores_gemma":[0.00040487922,0.000059359347,0.04826128,0.00017369217,0.000075972224,3.975413e-7,0.9489673,0.000011309928,0.00008773993,0.0011105543,0.0007278452,0.00011967269],"about_ca_topic_score_codex":0.26460952,"about_ca_topic_score_gemma":0.47860104,"teacher_disagreement_score":0.21399152,"about_ca_system_score_codex":0.000061515275,"about_ca_system_score_gemma":0.000070008486,"threshold_uncertainty_score":0.7402875},"labels":[],"label_agreement":null},{"id":"W2899035074","doi":"","title":"Living on the Edge: the Influence of Marginalization on Mental Health Needs and Service Use","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mental health; Service (business); Enhanced Data Rates for GSM Evolution; Gerontology; Psychology; Political science; Sociology; Medicine; Business; Psychiatry; Engineering; Telecommunications; Marketing","score_opus":0.028590292022427213,"score_gpt":0.30376541456869816,"score_spread":0.27517512254627097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899035074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942674,0.00005128733,7.5616e-7,0.004518979,0.00021780192,0.0006230141,0.00004944349,0.000019077714,0.0002522249],"genre_scores_gemma":[0.9476039,0.00060140836,0.000022584582,0.0003641607,0.000053479915,0.0000014622411,0.000119076474,0.00001896174,0.051214967],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986968,0.00048737047,0.00015848166,0.00016673238,0.00026973005,0.00022089868],"domain_scores_gemma":[0.99851364,0.00035440913,0.00051017385,0.00026319484,0.00030310533,0.000055506123],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004483605,0.0001535414,0.00035257897,0.000131559,0.0013862571,0.000010955949,0.00027305508,0.00021466902,0.00013715314],"category_scores_gemma":[0.00003827144,0.00011007561,0.000047192167,0.00027863227,0.00010199788,0.00014114876,0.00007706973,0.0003378603,0.00003167011],"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":[0.00014648083,0.00003963981,0.00642688,0.00072091,0.000041473424,4.1193488e-7,0.9887247,0.000011102591,0.00009393981,0.002732188,0.0006661905,0.00039608765],"study_design_scores_gemma":[0.00015987326,0.00013874113,0.16180353,0.0019690893,0.000028667875,2.5247553e-8,0.83450186,0.000035427816,0.000021068608,0.000050644987,0.0011979861,0.00009308398],"about_ca_topic_score_codex":0.12011445,"about_ca_topic_score_gemma":0.28702164,"teacher_disagreement_score":0.16690719,"about_ca_system_score_codex":0.00009042459,"about_ca_system_score_gemma":0.00015854808,"threshold_uncertainty_score":0.9999138},"labels":[],"label_agreement":null},{"id":"W2899050079","doi":"10.5555/3291168.3291173","title":"An analysis of network-partitioning failures in cloud systems","year":2018,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":35,"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 Waterloo","funders":"","keywords":"Computer science; Partition (number theory); Cloud computing; Distributed computing; Node (physics); Fault tolerance; Network partition; Fault (geology); Reliability engineering; Engineering; Operating system","score_opus":0.009089826073013358,"score_gpt":0.19683613746173337,"score_spread":0.18774631138872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899050079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97665054,0.00002820133,0.022440916,0.00041161542,0.00015367981,0.000067486275,0.000001150168,0.00005277994,0.00019360623],"genre_scores_gemma":[0.9921953,0.0000018078028,0.0043443916,0.000011218809,0.000060202852,7.392755e-8,0.0000022605007,0.0000027904928,0.003381932],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910533,0.00011576094,0.000117595635,0.0002579528,0.00019112678,0.00021220253],"domain_scores_gemma":[0.99923146,0.000028271827,0.00014185107,0.00045724463,0.00008686929,0.000054278495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037387566,0.00007784406,0.00025228676,0.00036364674,0.00012610275,0.000031860825,0.00067537604,0.000043925975,0.000013982165],"category_scores_gemma":[0.0000030397184,0.00008463076,0.000086434586,0.0011381126,0.00011197802,0.00006284249,0.0002488374,0.00005508073,0.00000696814],"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":[0.000022773635,0.0001253488,0.046722386,0.000042902,0.0003689092,0.000026344243,0.06934118,0.8646584,0.00030877895,0.015819691,0.0006918174,0.0018714699],"study_design_scores_gemma":[0.00023656587,0.00015560037,0.033314962,0.000058397945,0.000105404106,5.8228636e-7,0.012724213,0.95277274,0.000063574436,0.000074576354,0.00037639053,0.00011702518],"about_ca_topic_score_codex":0.042470105,"about_ca_topic_score_gemma":0.017461384,"teacher_disagreement_score":0.088114314,"about_ca_system_score_codex":0.000032215878,"about_ca_system_score_gemma":0.000011994525,"threshold_uncertainty_score":0.9743862},"labels":[],"label_agreement":null},{"id":"W2899240226","doi":"","title":"Evaluation of Bio/pMDI Wood Adhesives","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Lignin and Wood Chemistry","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":"Adhesive; Polymer science; Materials science; Nanotechnology","score_opus":0.011950608080743014,"score_gpt":0.20525889125895366,"score_spread":0.19330828317821064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899240226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99034953,0.00032687033,0.0000013850886,0.00001884886,0.00031898022,0.00013066952,0.000036848633,0.00007028819,0.008746588],"genre_scores_gemma":[0.9076917,0.00015108293,0.00062398723,0.0000011739841,0.00007800601,4.4917365e-7,0.00052109425,0.00003478599,0.09089773],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990895,0.000024054,0.0001057051,0.00017232852,0.00046264747,0.00014581173],"domain_scores_gemma":[0.99914014,0.000011336166,0.000121911704,0.00025191414,0.0004247713,0.00004994968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018772217,0.00017091862,0.0002728509,0.00013476063,0.000042354975,0.0000054907237,0.00024358263,0.0002930522,0.0002641815],"category_scores_gemma":[0.0000113425,0.00021263424,0.00011959433,0.00012421027,0.000055161854,0.00010133192,0.000019190924,0.000115150746,0.000043802876],"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":[0.000077408105,0.00014424924,0.0002446649,0.0035178557,0.0013208551,0.000010841557,0.20700362,0.00031752698,0.7274299,0.00004432605,0.04862394,0.011264754],"study_design_scores_gemma":[0.000649666,0.000059196558,0.0007951196,0.0003342956,0.0007043176,7.453538e-7,0.07355642,0.0010030343,0.92214954,0.00013640449,0.00031699392,0.00029427258],"about_ca_topic_score_codex":0.0010206385,"about_ca_topic_score_gemma":0.002627198,"teacher_disagreement_score":0.19471958,"about_ca_system_score_codex":0.000075379096,"about_ca_system_score_gemma":0.00007123473,"threshold_uncertainty_score":0.8670973},"labels":[],"label_agreement":null},{"id":"W2900183939","doi":"","title":"Energy management: An intervention-based analysis","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Education and Sustainability","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":"Intervention (counseling); Energy management; Energy (signal processing); Medicine; Nursing; Mathematics; Statistics","score_opus":0.00453325008941785,"score_gpt":0.2055981275063576,"score_spread":0.20106487741693974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900183939","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":[0.9940156,0.00001077027,0.00022073365,0.00011495659,0.00012114023,0.0001283127,0.000015914677,0.000032719225,0.005339853],"genre_scores_gemma":[0.49060887,0.000015269143,0.0018422882,0.00002983179,0.000008944099,9.606055e-7,0.0012240681,0.000012565794,0.50625724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874675,0.000093623894,0.00013516721,0.00049612805,0.0003225629,0.0002057476],"domain_scores_gemma":[0.9991209,0.000008272945,0.00020976306,0.00051252596,0.000018062972,0.00013050406],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015536604,0.00018905876,0.00025775618,0.00024337256,0.00018727613,0.000016226746,0.00044993215,0.0001570857,0.02199641],"category_scores_gemma":[0.0000024402527,0.00022924464,0.00031379302,0.00047913156,0.0002281099,0.0002177061,0.000083682455,0.000083112136,0.00017716977],"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":[0.002123192,0.009295471,0.35029763,0.0018324759,0.0050498303,0.00018472513,0.344189,0.0064389003,0.0017713361,0.0012300573,0.024122834,0.25346455],"study_design_scores_gemma":[0.00089087803,0.0002904416,0.66844374,0.000049365695,0.0019502223,2.6942476e-7,0.3093667,0.004048429,0.0010493867,0.00047745818,0.012741723,0.00069139147],"about_ca_topic_score_codex":0.0704497,"about_ca_topic_score_gemma":0.18156828,"teacher_disagreement_score":0.50340676,"about_ca_system_score_codex":0.00032255868,"about_ca_system_score_gemma":0.000010251039,"threshold_uncertainty_score":0.97889763},"labels":[],"label_agreement":null},{"id":"W2900270993","doi":"","title":"Integration of Environmental Costs in Ontario’s Pavement Management Systems","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Policies and Emissions","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":"Environmental planning; Engineering; Environmental resource management; Environmental science","score_opus":0.007174643303089755,"score_gpt":0.1792708554258498,"score_spread":0.17209621212276005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900270993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98982096,0.000028510092,0.0000044471617,0.00003629331,0.00020952779,0.00046339163,0.000039534258,0.000008629939,0.009388708],"genre_scores_gemma":[0.58875686,0.0001589877,0.0006340272,0.0000072307,0.0000070991705,0.000001484526,0.00036887106,0.000015431442,0.41005003],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99871355,0.0000383136,0.00022604721,0.00035202157,0.00042376248,0.00024628578],"domain_scores_gemma":[0.99930596,0.000008035785,0.0002822612,0.00031326752,0.0000027792141,0.00008770487],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011848903,0.00022563663,0.00031350975,0.00012634032,0.0000933476,0.0000071743752,0.00033507845,0.00018277761,0.004391215],"category_scores_gemma":[8.4231016e-7,0.0002472753,0.00010842048,0.000090403504,0.00018900624,0.00014996396,0.00019613573,0.0001726326,0.00020497221],"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":[0.0008843175,0.0027271712,0.12667951,0.00073365954,0.00047533473,0.00015953234,0.4508959,0.0020181215,0.36953267,0.00045294833,0.019181162,0.026259676],"study_design_scores_gemma":[0.0009152835,0.00028888715,0.7110735,0.00057670736,0.0001423586,0.0000015584203,0.27552736,0.00020924407,0.004635206,0.00004689179,0.006127555,0.00045543342],"about_ca_topic_score_codex":0.66797626,"about_ca_topic_score_gemma":0.8123762,"teacher_disagreement_score":0.58439404,"about_ca_system_score_codex":0.001395436,"about_ca_system_score_gemma":0.000009207503,"threshold_uncertainty_score":0.999998},"labels":[],"label_agreement":null},{"id":"W2900271796","doi":"","title":"Curating the Cinematic Muse: The Role of Programming in the Film Festival Experience - The 40th Toronto International Film Festival","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Film festival; Visual arts; Art; Art history; Media studies; Sociology","score_opus":0.0186640951238808,"score_gpt":0.2605777918776663,"score_spread":0.2419136967537855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900271796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98324525,0.00015853673,0.0000019301635,0.009196558,0.0004167546,0.0007127911,0.0000090287685,0.000016721093,0.0062424024],"genre_scores_gemma":[0.78532386,0.00011326965,0.0002422751,0.00004018623,0.00022001832,0.00001010885,0.00006953201,0.0000102651975,0.21397047],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99838966,0.0002594086,0.00018831647,0.00020646038,0.0006973138,0.00025884036],"domain_scores_gemma":[0.9988624,0.00024069281,0.00039817896,0.00024680293,0.000220055,0.00003190048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007196451,0.00016447723,0.00019130872,0.000029744102,0.0011361421,0.00011065322,0.0015052505,0.00013765602,0.0005460935],"category_scores_gemma":[0.00017637697,0.00008189449,0.00010874665,0.00025881344,0.00055273547,0.00029846956,0.000113642156,0.00027866685,0.0000044866592],"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":[0.000037241887,0.000034076325,0.0010307671,0.000016739279,0.000043822514,0.0000029707567,0.9813998,0.000010467517,0.000066645705,0.0007122146,0.0058624293,0.010782841],"study_design_scores_gemma":[0.000111511334,0.00003275491,0.0076755467,0.00017695673,0.000034102773,0.0000012603533,0.9341849,0.00017261678,0.0000813043,0.00008735977,0.057330433,0.000111235],"about_ca_topic_score_codex":0.26383966,"about_ca_topic_score_gemma":0.6201003,"teacher_disagreement_score":0.3562607,"about_ca_system_score_codex":0.0001497792,"about_ca_system_score_gemma":0.00018320436,"threshold_uncertainty_score":0.87384015},"labels":[],"label_agreement":null},{"id":"W2900370871","doi":"","title":"Allocation of Hydrogen Produced via Power-to-Gas Technology to Various Power-to-Gas Pathways","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hybrid Renewable Energy Systems","field":"Energy","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":"Power to gas; Power (physics); Hydrogen; Chemistry; Physics; Thermodynamics; Organic chemistry; Physical chemistry","score_opus":0.006473752463027093,"score_gpt":0.1977849061608111,"score_spread":0.191311153697784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900370871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924699,0.000062791056,0.00027289975,0.0016048213,0.0011227616,0.0011221406,0.0000716517,0.00033140212,0.0029416312],"genre_scores_gemma":[0.8578814,0.000014314596,0.0046341657,0.000051629453,0.000101209705,0.000011226935,0.0005368963,0.00014931038,0.13661984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9964877,0.00014717759,0.00052963855,0.0012857645,0.00075928855,0.0007904682],"domain_scores_gemma":[0.996229,0.000029496972,0.0006498249,0.0016454699,0.0010154556,0.0004307378],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038239144,0.0006601,0.0011950983,0.002155751,0.00024690514,0.000024805628,0.00150352,0.00088955223,0.00030630353],"category_scores_gemma":[0.0001261158,0.0008025673,0.00027422523,0.001652915,0.00011528307,0.0001983233,0.00031726484,0.00029712456,0.00093264057],"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":[0.00080307474,0.00035871487,0.00015810475,0.00041378438,0.0007392592,0.00012689938,0.14091071,0.007812275,0.83301866,0.0016538413,0.0035640814,0.01044062],"study_design_scores_gemma":[0.0013110391,0.00252797,0.00066229806,0.00095151574,0.00034883965,0.000035808876,0.07728869,0.00026045568,0.8752616,0.00060885475,0.0390193,0.0017236068],"about_ca_topic_score_codex":0.1297782,"about_ca_topic_score_gemma":0.18985206,"teacher_disagreement_score":0.13458848,"about_ca_system_score_codex":0.00044326662,"about_ca_system_score_gemma":0.00031564283,"threshold_uncertainty_score":0.99984527},"labels":[],"label_agreement":null},{"id":"W2901760450","doi":"","title":"Automatic Refactoring for Renamed Clones in Test Code","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software Engineering Research","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Code refactoring; Programming language; Computer science; Test (biology); Code (set theory); Null (SQL); Operating system; Software engineering; Biology; Data mining; Software","score_opus":0.016356930367944826,"score_gpt":0.24085531948425407,"score_spread":0.22449838911630923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901760450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967083,0.000048887447,0.0018756704,0.00023387422,0.00047606413,0.00037075745,0.000019145198,0.00023084956,0.000036490677],"genre_scores_gemma":[0.4342609,0.0000936825,0.21223179,0.000009683527,0.00016418836,0.000009671007,0.00033805598,0.0001018663,0.35279015],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987439,0.000024161533,0.00013043186,0.00042371821,0.00032237702,0.0003554298],"domain_scores_gemma":[0.9985315,0.00051474216,0.0001333659,0.00053524243,0.00020188876,0.00008325811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027163443,0.00018401479,0.0003348253,0.0005232278,0.000106314044,0.000042016763,0.0011812435,0.00021894643,0.000024549794],"category_scores_gemma":[0.0003797959,0.00022297898,0.00009696451,0.00039979603,0.000043800694,0.0003232573,0.00013109487,0.00020187233,0.000031321535],"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":[0.00029854017,0.0007400616,0.03824032,0.009839296,0.00041374718,0.0003712022,0.7892282,0.00033983818,0.024261912,0.0017742851,0.014547161,0.11994544],"study_design_scores_gemma":[0.0067810365,0.0021426086,0.6429794,0.0061124917,0.00018940792,0.000018160797,0.07674916,0.21147533,0.041195933,0.002196514,0.006678388,0.0034815902],"about_ca_topic_score_codex":0.005131458,"about_ca_topic_score_gemma":0.02059428,"teacher_disagreement_score":0.71247905,"about_ca_system_score_codex":0.00016655268,"about_ca_system_score_gemma":0.00014082,"threshold_uncertainty_score":0.9972773},"labels":[],"label_agreement":null},{"id":"W2902058827","doi":"","title":"ANALYSING ATMOSPHERIC IMPACTS OF REGIONAL TRUCK EMISSIONS USING AN INTEGRATED MODELLING APPROACH","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Air Quality and Health Impacts","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":"Truck; Environmental science; Engineering; Transport engineering; Environmental planning; Aerospace engineering","score_opus":0.05030451074777154,"score_gpt":0.2675501515295394,"score_spread":0.2172456407817679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902058827","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":[0.99321645,0.000038942526,0.0058887433,0.000092263275,0.00006366168,0.00019804611,0.000023342825,0.000030365178,0.00044816468],"genre_scores_gemma":[0.45717412,0.00020834368,0.4739903,0.00010059425,0.00008862276,3.292162e-7,0.0016294221,0.00008616295,0.066722125],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982711,0.00015159043,0.0002651766,0.0004458569,0.00048038363,0.00038586836],"domain_scores_gemma":[0.9985356,0.000022862807,0.0006375535,0.00037911578,0.00008071113,0.00034416746],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003578159,0.00026476957,0.00053011713,0.00006827738,0.0003987536,0.000014632654,0.0004074275,0.00038654768,0.00084843294],"category_scores_gemma":[0.000014643246,0.00027941517,0.000170097,0.00056636607,0.0002815595,0.00052668416,0.00006746849,0.00028884938,0.000017130942],"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":[0.0014178463,0.0010789095,0.005435816,0.0013577675,0.000332724,0.000020276077,0.6173646,0.34869587,0.012891932,0.00007701495,0.0032988717,0.008028368],"study_design_scores_gemma":[0.0005199781,0.00027405113,0.0044160695,0.00046406628,0.00032812395,0.000004299149,0.22621053,0.7659654,0.0006606745,0.0001956634,0.0004652511,0.00049591507],"about_ca_topic_score_codex":0.18376341,"about_ca_topic_score_gemma":0.020917702,"teacher_disagreement_score":0.53604233,"about_ca_system_score_codex":0.00031396438,"about_ca_system_score_gemma":0.00017014582,"threshold_uncertainty_score":0.9999658},"labels":[],"label_agreement":null},{"id":"W2903387880","doi":"","title":"Coupling reactive transport and travel time modeling at the watershed scale","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Scale (ratio); Coupling (piping); Travel time; Environmental science; Statistical physics; Hydrology (agriculture); Geography; Computer science; Geology; Transport engineering; Physics; Engineering; Cartography; Geotechnical engineering; Mechanical engineering","score_opus":0.007296699177009325,"score_gpt":0.18042810729786624,"score_spread":0.17313140812085692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903387880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959818,0.000027762697,0.000026805425,0.0006897649,0.0000769772,0.00026903098,0.000014862231,0.000025174657,0.0028878106],"genre_scores_gemma":[0.55990964,0.00011983459,0.00019289472,0.000020815947,0.000015292502,7.562077e-7,0.00026172175,0.000016412605,0.43946263],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898195,0.000022119415,0.000101647776,0.00041968352,0.00020981532,0.00026478915],"domain_scores_gemma":[0.9995907,0.000014910716,0.00011137354,0.00021366875,0.00001659258,0.000052785515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021168131,0.00021389895,0.00029356463,0.000054703603,0.0006347161,0.0000059359927,0.00025905124,0.00018485534,0.00091144064],"category_scores_gemma":[0.0000017773974,0.00017872619,0.00008956545,0.000075999065,0.00041967814,0.00017148636,0.00014425123,0.00015488552,0.00041406864],"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":[0.0021861095,0.00018014137,0.02066094,0.00030958425,0.00084832497,0.000084492305,0.91656333,0.012702438,0.038997248,0.000015114359,0.006682976,0.00076928415],"study_design_scores_gemma":[0.0045373323,0.0008780859,0.12961724,0.00047649659,0.0036297748,0.000016762782,0.6434859,0.19413806,0.015673485,0.0011402613,0.0035405252,0.002866065],"about_ca_topic_score_codex":0.015018736,"about_ca_topic_score_gemma":0.046837002,"teacher_disagreement_score":0.43657482,"about_ca_system_score_codex":0.00008400904,"about_ca_system_score_gemma":0.0000046590067,"threshold_uncertainty_score":0.9979636},"labels":[],"label_agreement":null},{"id":"W2904569080","doi":"","title":"Development and psychometric testing of a measure of the healthcare experiences of persons with dementia and their caregivers","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Dementia; Psychometric testing; Measure (data warehouse); Health care; Psychology; Psychometric tests; Psychometrics; Gerontology; Medicine; Clinical psychology; Nursing; Psychiatry; Computer science; Cognition; Data mining; Political science","score_opus":0.024316032507372184,"score_gpt":0.24833944970917168,"score_spread":0.2240234172017995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904569080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984861,0.00064810086,0.0000043388914,0.00011276595,0.0000303502,0.0003929735,0.000014056311,0.0000043208343,0.00030701933],"genre_scores_gemma":[0.99282295,0.000060947383,0.0016837362,0.0000027818278,0.000004362691,0.0000010686618,0.000020774798,0.000007907075,0.005395468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990634,0.00004567765,0.00012243885,0.00021186126,0.0004069142,0.00014972978],"domain_scores_gemma":[0.99883235,0.000028188157,0.00031613448,0.00013761446,0.00061373465,0.0000720047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001725082,0.00013631745,0.00036101227,0.00034223642,0.00012201934,0.0000034245727,0.00012768099,0.000083846106,0.00003333297],"category_scores_gemma":[0.00002842351,0.000095215524,0.000051274168,0.00049393624,0.0003656079,0.00005565016,0.00005190874,0.00010461788,1.3192786e-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":[0.00051606214,0.00010833956,0.17718773,0.0023381752,0.0005069121,0.0000029398825,0.7970004,5.909169e-8,0.007833359,0.00000485625,0.0000483619,0.014452788],"study_design_scores_gemma":[0.0008191844,0.00064661016,0.23126999,0.0011974854,0.00018309483,0.000003479507,0.7365089,0.000004635724,0.029265072,0.000001762193,0.000030340161,0.00006944106],"about_ca_topic_score_codex":0.0042714207,"about_ca_topic_score_gemma":0.005207689,"teacher_disagreement_score":0.06049151,"about_ca_system_score_codex":0.000022049062,"about_ca_system_score_gemma":0.0002773347,"threshold_uncertainty_score":0.64571387},"labels":[],"label_agreement":null},{"id":"W2908455254","doi":"","title":"UNiS: A User-space Non-intrusive Workflow-aware Virtual Network Function Scheduler","year":2019,"lang":"en","type":"preprint","venue":"UWSpace (University of Waterloo)","topic":"Software-Defined Networks and 5G","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":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Computer science; Virtual network; Testbed; Scheduling (production processes); Workflow; Packet processing; Operating system; Distributed computing; Computer network; Network packet; Database","score_opus":0.009459537555094785,"score_gpt":0.18480166230723874,"score_spread":0.17534212475214395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908455254","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":[0.3812058,0.00031922234,0.6086186,0.003673577,0.0044585248,0.00088330643,0.000035484056,0.00057408126,0.00023139158],"genre_scores_gemma":[0.7143544,0.00071115984,0.110545054,0.00062477816,0.0013317282,0.0000066607226,0.00026720777,0.00015288198,0.17200615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966448,0.00019063592,0.00026678471,0.0013762608,0.00065267255,0.00086887303],"domain_scores_gemma":[0.99652314,0.0001819322,0.0005933117,0.0020112842,0.00041038607,0.00027992317],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039224038,0.0006256546,0.00091366406,0.0003308219,0.00042183194,0.00020997485,0.0024534438,0.0008696112,0.0001509796],"category_scores_gemma":[0.000016301594,0.0007192786,0.00047899588,0.0007566713,0.00020600374,0.0006822432,0.0042605964,0.0011627348,0.00040880125],"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":[0.0007632747,0.0004145457,0.014936817,0.0005570724,0.0015132823,0.00033428738,0.06616946,0.7319279,0.00010738815,0.021736454,0.13215077,0.029388776],"study_design_scores_gemma":[0.009694384,0.0031168007,0.059422303,0.006735285,0.0015340024,0.000056617613,0.037158355,0.8121187,0.000271343,0.019904777,0.04233241,0.0076550255],"about_ca_topic_score_codex":0.007251083,"about_ca_topic_score_gemma":0.0026625684,"teacher_disagreement_score":0.49807355,"about_ca_system_score_codex":0.00022064614,"about_ca_system_score_gemma":0.00036801575,"threshold_uncertainty_score":0.99952585},"labels":[],"label_agreement":null},{"id":"W2908648818","doi":"","title":"\"It's Farcical!\": Theories, Models, and Recommendations to Improve Public Consultations During Ontario School Closure Reviews","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Education Discipline and Inequality","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":"Closure (psychology); Medicine; Political science; Law","score_opus":0.039252795809410816,"score_gpt":0.3043585834025302,"score_spread":0.26510578759311937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908648818","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":[0.95276946,0.0001581999,0.0000339203,0.032773554,0.00057127926,0.0008480411,0.00011070807,0.000050600138,0.012684239],"genre_scores_gemma":[0.058679506,0.0015823147,0.00454603,0.00017674488,0.00018716836,0.000009486922,0.0009889227,0.00002024957,0.9338096],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984822,0.0002706513,0.00026048158,0.00042056164,0.00026311842,0.00030298726],"domain_scores_gemma":[0.9982526,0.000065984255,0.00033786896,0.00032635042,0.0006716462,0.00034558438],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00074193964,0.00019271552,0.0003729407,0.00023968953,0.0013799082,0.0001140953,0.0003839309,0.00026178127,0.002128798],"category_scores_gemma":[0.00032159718,0.00022073262,0.00011412896,0.00039585988,0.00021517977,0.00076482154,0.000082221275,0.0002937477,0.000100936246],"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":[0.00005231826,0.00010440072,0.0012859383,0.00014155905,0.000064017695,6.579202e-7,0.95500314,9.458479e-7,0.00013151068,0.01408228,0.02732452,0.0018087056],"study_design_scores_gemma":[0.00037877244,0.000064128486,0.0070493296,0.00022589821,0.00012406899,2.177435e-7,0.7995217,0.0000059943045,0.00003898858,0.004031888,0.18818434,0.00037470684],"about_ca_topic_score_codex":0.33707458,"about_ca_topic_score_gemma":0.96544695,"teacher_disagreement_score":0.92112535,"about_ca_system_score_codex":0.00032995775,"about_ca_system_score_gemma":0.0011059907,"threshold_uncertainty_score":0.9999202},"labels":[],"label_agreement":null},{"id":"W2909322254","doi":"","title":"Doing the work: Editing Wikipedia as an act of reconciliation","year":2018,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Wikis in Education and Collaboration","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":"Work (physics); World Wide Web; Computer science; Political science; Internet privacy; Public relations; Engineering","score_opus":0.017106370879006093,"score_gpt":0.25951192608097073,"score_spread":0.24240555520196463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909322254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813349,0.000006336652,0.000041649353,0.0074002477,0.00047035064,0.0001006218,0.0000016480853,0.000023957853,0.010620242],"genre_scores_gemma":[0.9599858,0.000016675302,0.0013936344,0.000050458737,0.00042643826,1.2991633e-7,0.0000040712603,0.0000028331813,0.038119946],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99935174,0.00015050804,0.00006162228,0.000102641665,0.00021606205,0.000117413576],"domain_scores_gemma":[0.99926394,0.00005151632,0.00015377121,0.000133752,0.00035159834,0.000045392444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057424605,0.0000410744,0.000069187874,0.00005277534,0.0005469335,0.000022254684,0.00021443759,0.000058687998,0.0004894125],"category_scores_gemma":[0.000084780615,0.00004046356,0.000026909789,0.00037675348,0.00034926992,0.00045252708,0.000023639333,0.00004973912,0.00003807993],"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":[0.000032842574,0.000039190265,0.008754592,0.000005488482,0.000011501369,3.2629313e-7,0.9554044,0.0000073392794,0.0005773393,0.006999921,0.0032190534,0.024947977],"study_design_scores_gemma":[0.00017582034,0.00008693902,0.013339982,0.000027730463,0.000022342701,1.3526063e-7,0.9425534,0.000048658774,0.0009839173,0.00056323374,0.042117365,0.00008049051],"about_ca_topic_score_codex":0.034031548,"about_ca_topic_score_gemma":0.09470769,"teacher_disagreement_score":0.060676143,"about_ca_system_score_codex":0.000058771588,"about_ca_system_score_gemma":0.00018769798,"threshold_uncertainty_score":0.9724009},"labels":[],"label_agreement":null},{"id":"W2909606749","doi":"","title":"Bioarchaeology in Greece: Breathing Life into the Early Helladic and Archaic Skeletal Assemblages from Klenia","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Bioarchaeology; Geography; Archaeology; Art; Ancient history; History","score_opus":0.01082618365005573,"score_gpt":0.1953825978242758,"score_spread":0.18455641417422008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909606749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547964,0.0019733356,6.6396893e-7,0.0013089662,0.00037509308,0.00018994411,0.00007530242,0.000028631965,0.00056841556],"genre_scores_gemma":[0.8931324,0.00032579093,0.000022738333,0.000042216016,0.000077899684,5.870011e-7,0.00029061298,0.000013462487,0.10609431],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989557,0.00014889076,0.0001184428,0.00035299596,0.00015262463,0.00027130067],"domain_scores_gemma":[0.9993436,0.00012712373,0.00016660208,0.00022083406,0.00006279915,0.00007907693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014361597,0.0002116641,0.00037504427,0.000272635,0.00031931733,0.000029651756,0.00033014046,0.00019321473,0.000315876],"category_scores_gemma":[0.000021258627,0.00018811374,0.00011346895,0.000043141652,0.0014540137,0.0002004075,0.00009718557,0.0003266542,0.00007042502],"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":[0.0001666055,0.000050353097,0.01977106,0.00018415881,0.00008418345,0.00011559335,0.9719406,0.000001942045,0.00031551122,0.00563802,0.00013283489,0.0015991458],"study_design_scores_gemma":[0.00081671146,0.00019010341,0.16627619,0.00033271374,0.00019511663,0.000001909589,0.8287442,0.00007079332,0.000054910473,0.0020573689,0.000886219,0.00037378582],"about_ca_topic_score_codex":0.2900585,"about_ca_topic_score_gemma":0.64232695,"teacher_disagreement_score":0.35226846,"about_ca_system_score_codex":0.000019761537,"about_ca_system_score_gemma":0.000093205366,"threshold_uncertainty_score":0.7671056},"labels":[],"label_agreement":null},{"id":"W2909907121","doi":"","title":"Predicting the Removal of Micropollutants in Lake Ontario and Grand River using Ozonation","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Environmental science; Hydrology (agriculture); Engineering; Geotechnical engineering","score_opus":0.015400694809230774,"score_gpt":0.21680019489364183,"score_spread":0.20139950008441104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909907121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99845266,0.000025416673,0.000006805495,0.00017453331,0.00014246097,0.00023168382,0.000053376505,0.000005090436,0.00090799667],"genre_scores_gemma":[0.8332391,0.000073182324,0.0011446407,0.000013342552,0.0000073182437,1.07380174e-7,0.00008511435,0.000009580102,0.16542764],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99917704,0.00008861508,0.00013528967,0.0002094601,0.00025108154,0.00013853986],"domain_scores_gemma":[0.9995274,0.000021578888,0.0002616105,0.00014501858,0.000015601578,0.00002881918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002546646,0.00011898625,0.00021031972,0.00008030932,0.000113926624,0.000008409517,0.00016910271,0.00013934137,0.0006190742],"category_scores_gemma":[0.0000043936207,0.000111688256,0.000049526436,0.00012619935,0.00018218534,0.00018873194,0.00008013316,0.00017159306,0.000010477087],"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":[0.00036218745,0.000113154034,0.2108835,0.00020895328,0.00007559807,0.000032912387,0.7596318,0.001061744,0.022043968,0.00006636169,0.000101041216,0.005418766],"study_design_scores_gemma":[0.0012548625,0.00008313374,0.9194403,0.00025680405,0.00013753877,0.000014751003,0.07258635,0.0011056716,0.0017039138,0.00020121185,0.0029312687,0.00028419038],"about_ca_topic_score_codex":0.42222628,"about_ca_topic_score_gemma":0.9418887,"teacher_disagreement_score":0.70855683,"about_ca_system_score_codex":0.0001898591,"about_ca_system_score_gemma":0.000048056947,"threshold_uncertainty_score":0.67784286},"labels":[],"label_agreement":null},{"id":"W2910537753","doi":"","title":"Additive Manufacturing of High Temperature Strain Gauges","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Additive Manufacturing and 3D Printing 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":"University of Waterloo","keywords":"Strain (injury); Strain gauge; Materials science; Mechanical engineering; Manufacturing engineering; Engineering; Composite material; Medicine; Internal medicine","score_opus":0.005941822571064274,"score_gpt":0.17830754646042096,"score_spread":0.1723657238893567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910537753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972813,0.000061729275,0.000010928285,0.000044458193,0.00037391655,0.00015339795,0.0007740113,0.000459299,0.00084093434],"genre_scores_gemma":[0.9314075,0.00023452297,0.0030208603,0.0000016090243,0.00006489184,5.940528e-7,0.0010864752,0.000051568488,0.064131945],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990611,0.000020964198,0.00014296072,0.0002968836,0.00020625582,0.00027185678],"domain_scores_gemma":[0.9992737,0.000043210384,0.00017808806,0.00035190707,0.00010819969,0.00004488849],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006688508,0.00032035235,0.0004980497,0.00034624292,0.000102325364,0.0000122654665,0.00046684348,0.0005334016,0.00045413413],"category_scores_gemma":[0.000016221544,0.00036564918,0.0001582021,0.000091628,0.00017116437,0.00011940103,0.000074219184,0.0004429755,0.000032262753],"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":[0.0009715317,0.00036501148,0.00012427685,0.012786186,0.005450321,0.00046378025,0.28208163,0.0025378172,0.19500853,0.0025921105,0.097077556,0.40054122],"study_design_scores_gemma":[0.00029092428,0.00009701141,0.008087038,0.0005609672,0.00010678027,0.0000017111543,0.06438729,0.000020758283,0.9243299,0.0007825695,0.0009289174,0.00040617757],"about_ca_topic_score_codex":0.002645513,"about_ca_topic_score_gemma":0.004807999,"teacher_disagreement_score":0.7293213,"about_ca_system_score_codex":0.00005744062,"about_ca_system_score_gemma":0.000022462333,"threshold_uncertainty_score":0.99987954},"labels":[],"label_agreement":null},{"id":"W2910897751","doi":"","title":"Light Rail Transit in the Region of Waterloo: A qualitative examination of urban rail’s effects on real estate, development and urban identities","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Transport and Accessibility","field":"Social Sciences","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":"Light rail transit; Transport engineering; Real estate; Light rail; Real estate development; Urban rail transit; Regional science; Geography; Economic geography; Civil engineering; Engineering; Public transport; Business; Finance","score_opus":0.01742483428631093,"score_gpt":0.25048504743603467,"score_spread":0.23306021314972375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910897751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958787,0.000060367278,0.000003963899,0.0002586094,0.00014321935,0.0006949356,0.000013574271,0.000015894857,0.0029307448],"genre_scores_gemma":[0.92476946,0.00022958094,0.00008051651,0.0000038967823,0.000016473317,0.0000017324479,0.00018520787,0.000011317064,0.07470183],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99786913,0.0006546003,0.00028794602,0.00035206025,0.00060113624,0.00023513407],"domain_scores_gemma":[0.9988106,0.00025654654,0.0004683261,0.00020899896,0.00020715865,0.000048357408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000966758,0.00021766659,0.00052351446,0.00034941948,0.00020953346,0.000021782831,0.00040699038,0.000275213,0.000016823184],"category_scores_gemma":[0.000023072722,0.00019648687,0.000120354096,0.0003086369,0.0002346848,0.00042018076,0.000013481812,0.00019914351,0.0000023699697],"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":[0.00029488956,0.00012379813,0.0069282707,0.001173351,0.000058467678,0.000017550989,0.98707885,0.0000010504605,0.0008330777,0.0005645382,0.00012446039,0.00280168],"study_design_scores_gemma":[0.00074603874,0.00019187179,0.20920733,0.00054394803,0.000096325544,1.105231e-7,0.7829064,0.0000024096114,0.005842091,0.00013635262,0.00012420853,0.00020288612],"about_ca_topic_score_codex":0.077124484,"about_ca_topic_score_gemma":0.24201714,"teacher_disagreement_score":0.20417243,"about_ca_system_score_codex":0.000104833205,"about_ca_system_score_gemma":0.00017542444,"threshold_uncertainty_score":0.929021},"labels":[],"label_agreement":null},{"id":"W2911252594","doi":"","title":"Gender Interplay in Nonnos' Dionysiaka: The Cases of Deriades and Aura","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Aura; Psychology; Psychiatry","score_opus":0.02322233283261419,"score_gpt":0.27406758889475896,"score_spread":0.25084525606214475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911252594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949077,0.00017641473,0.0000017422186,0.0022028578,0.00017820446,0.00018140941,0.000017629845,0.0000134027105,0.0023206607],"genre_scores_gemma":[0.8450617,0.00049457495,0.00019461208,0.000010793774,0.000052420386,3.2330323e-7,0.000019579651,0.0000070389165,0.15415896],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991196,0.00012150752,0.00011335475,0.0002056933,0.00025050287,0.00018936285],"domain_scores_gemma":[0.9993019,0.00018017697,0.00019594579,0.00012894163,0.00015224767,0.000040772284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002539779,0.00012286633,0.00031032253,0.00012614254,0.00034125897,0.000016413327,0.000299052,0.00016931263,0.00012783657],"category_scores_gemma":[0.0001078328,0.00010473345,0.00008276332,0.00020527006,0.0008569609,0.00013452816,0.00010777881,0.00013923262,0.000007819056],"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":[0.00014376106,0.000067515044,0.008368834,0.00018204954,0.00010872054,0.000024891198,0.98185176,4.1794607e-7,0.0006367635,0.0021640086,0.0034715957,0.0029796653],"study_design_scores_gemma":[0.00022502842,0.00006812707,0.048938945,0.00017643014,0.000092211914,9.3595276e-7,0.94447666,0.00000836599,0.0002970208,0.0004562896,0.0051011927,0.00015876579],"about_ca_topic_score_codex":0.10404007,"about_ca_topic_score_gemma":0.8212931,"teacher_disagreement_score":0.717253,"about_ca_system_score_codex":0.00004638457,"about_ca_system_score_gemma":0.00008154482,"threshold_uncertainty_score":0.9019262},"labels":[],"label_agreement":null},{"id":"W2911911245","doi":"","title":"Exploring Risk Perception of an Emerging Environmental Health Risk: A case study of allergic disease in youth team sport in Ontario, Canada","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Education and Sustainability","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":"Disease; Perception; Environmental health; Risk perception; Medicine; Geography; Psychology; Environmental planning; Pathology","score_opus":0.01573635857217714,"score_gpt":0.21233480039681457,"score_spread":0.19659844182463743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911911245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99885076,0.00001063852,2.0482291e-7,0.000016915114,0.000106068175,0.00088467036,0.00009194469,0.0000048343536,0.00003394389],"genre_scores_gemma":[0.99388915,0.00009217822,0.00007070199,0.0000031168445,0.0000027161893,0.000002259555,0.0003714497,0.00001702783,0.0055513903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981399,0.00019432485,0.00036148686,0.0005390803,0.00049046124,0.00027473955],"domain_scores_gemma":[0.9987336,0.000012229887,0.00060458836,0.0004491764,0.0000050594417,0.00019535485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038026445,0.00023619788,0.00047061534,0.00018508738,0.00011973812,0.0000031629495,0.0002440263,0.00007135897,0.00089345966],"category_scores_gemma":[0.000006046559,0.00029305613,0.000079105565,0.00015056455,0.00009476758,0.00040496542,0.00010428924,0.0003837102,0.0000034251143],"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":[0.000162885,0.0009002701,0.5941354,0.000050144718,0.00001020787,0.00006899397,0.39737812,0.0063967574,0.000027756892,6.87931e-8,0.0000028846116,0.00086651644],"study_design_scores_gemma":[0.0004831972,0.00014334577,0.50573224,0.000025495874,0.00003058542,8.3785045e-7,0.4932899,0.00016826154,0.0000047518224,0.0000011659025,0.0000042938705,0.000115911644],"about_ca_topic_score_codex":0.9997523,"about_ca_topic_score_gemma":0.9998017,"teacher_disagreement_score":0.09591179,"about_ca_system_score_codex":0.003419728,"about_ca_system_score_gemma":0.00029614227,"threshold_uncertainty_score":0.99995214},"labels":[],"label_agreement":null},{"id":"W2912637962","doi":"","title":"Working Smarter and Working Harder: Combining Learning and Performance Goals to Improve Performance in a High-Complexity Task Environment","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; California State University, Fullerton; University of New South Wales; Brigham Young University","keywords":"Task (project management); Computer science; Human–computer interaction; Machine learning; Artificial intelligence; Engineering; Systems engineering","score_opus":0.021272635077126605,"score_gpt":0.23308966612979043,"score_spread":0.21181703105266383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912637962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99744666,0.00012930755,0.000006937509,0.00010971221,0.0004396509,0.00046942878,0.0000025098745,0.000035878795,0.0013599473],"genre_scores_gemma":[0.894531,0.00025303542,0.0010729644,0.000018782219,0.00006947657,0.0000051012453,0.00021230137,0.00003203628,0.10380529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982548,0.000108747925,0.0002561571,0.0006173884,0.00030257052,0.0004603548],"domain_scores_gemma":[0.9992785,0.000038423033,0.00032054214,0.0002110212,0.00004085471,0.00011068068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005972289,0.0003280427,0.0004781678,0.00050263415,0.0004489844,0.000038215097,0.0002116581,0.00029712284,0.0007517247],"category_scores_gemma":[0.0000058789287,0.0003947104,0.00004432823,0.00016316849,0.0001459223,0.00017799412,0.00013289253,0.0004952835,0.00014568119],"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":[0.0009229455,0.000055661203,0.4965432,0.00026150432,0.00011425748,0.000009507822,0.41132993,0.000033861033,0.0006664254,0.000034256616,0.00013286543,0.08989559],"study_design_scores_gemma":[0.001625176,0.0005451027,0.9321959,0.00085793337,0.000078746336,0.0000030260173,0.057670284,0.0011353535,0.00015510492,0.000017755388,0.005164839,0.00055076065],"about_ca_topic_score_codex":0.0011855967,"about_ca_topic_score_gemma":0.0043230313,"teacher_disagreement_score":0.43565273,"about_ca_system_score_codex":0.000115687326,"about_ca_system_score_gemma":0.00002821026,"threshold_uncertainty_score":0.99985045},"labels":[],"label_agreement":null},{"id":"W2913272947","doi":"","title":"Study of Surface Quantum Wells in InSb/AlInSb Heterostructures","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Semiconductor Quantum Structures and Devices","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":"University of Waterloo","keywords":"Heterojunction; Quantum well; Surface (topology); Materials science; Physics; Condensed matter physics; Optoelectronics; Quantum mechanics; Mathematics","score_opus":0.011255101414182636,"score_gpt":0.22536740331170235,"score_spread":0.21411230189751973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913272947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99828553,0.00009600797,4.2031368e-7,0.000016908094,0.0005619029,0.00051128754,0.00012439916,0.0000133350895,0.00039021944],"genre_scores_gemma":[0.9774978,0.000010244301,0.000053263004,0.000003564455,0.000031046126,1.9810976e-7,0.00038064047,0.000028619268,0.021994615],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986499,0.00008587127,0.00026472608,0.00043951444,0.0002998193,0.00026019482],"domain_scores_gemma":[0.99878174,0.00004511181,0.0005577752,0.0004411295,0.00011646015,0.000057756395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000077249686,0.0003227592,0.0007649761,0.0002330946,0.000067515306,0.000017208064,0.00048269235,0.0001854475,0.00053619983],"category_scores_gemma":[0.0000016204468,0.00034070204,0.00018868898,0.00021427954,0.00004807799,0.00017596393,0.00007583999,0.00032656713,0.000016101858],"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":[0.00076220074,0.0008279721,0.45992514,0.0008145498,0.00077853905,0.000031284726,0.49200416,0.0018739006,0.03933104,0.00207769,0.00074575015,0.00082778686],"study_design_scores_gemma":[0.0022799266,0.00043777676,0.1353398,0.00023532499,0.00018713622,4.1276746e-7,0.8524464,0.0001917772,0.00741182,0.0008199443,0.0001150806,0.0005346119],"about_ca_topic_score_codex":0.20560579,"about_ca_topic_score_gemma":0.018615872,"teacher_disagreement_score":0.36044222,"about_ca_system_score_codex":0.000026270905,"about_ca_system_score_gemma":0.000072511306,"threshold_uncertainty_score":0.9999045},"labels":[],"label_agreement":null},{"id":"W2915908938","doi":"","title":"The Detail, Photographed: Reimagining the Monument","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Photography and Visual 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":"Visual arts; National monument; Cartography; Art; Geography; Archaeology","score_opus":0.01570631309520077,"score_gpt":0.20578580729604395,"score_spread":0.1900794942008432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915908938","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":[0.97504497,0.00071962096,5.435306e-7,0.0011174079,0.0014908183,0.0005328857,0.00006922038,0.000064547145,0.020959966],"genre_scores_gemma":[0.26393533,0.00042646812,0.000009679447,0.00004560457,0.000100017125,0.000001342075,0.00019300746,0.000019257519,0.7352693],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989953,0.00007208751,0.00011553585,0.0002477253,0.00030164965,0.00026769878],"domain_scores_gemma":[0.9990451,0.000066101784,0.00027269384,0.00038753555,0.00018526125,0.000043356697],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001768315,0.00023241556,0.0002493157,0.000101764424,0.0014640783,0.00016514091,0.00066244876,0.00011698683,0.0008363708],"category_scores_gemma":[0.0000042306388,0.00012880337,0.0003664462,0.00007907962,0.00033506256,0.0001823224,0.000050137107,0.00045079098,0.00008969806],"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":[0.00023601406,0.00005152838,0.00012953443,0.00014523708,0.00041484518,0.0000067397023,0.9484748,0.0000026175965,0.00055528927,0.028010389,0.01961484,0.0023581611],"study_design_scores_gemma":[0.00024376319,0.0000894344,0.00034320753,0.00011506039,0.0002063912,5.3974105e-7,0.76978314,0.00003428516,0.00031162263,0.00043904415,0.22821507,0.00021845233],"about_ca_topic_score_codex":0.032458954,"about_ca_topic_score_gemma":0.1529665,"teacher_disagreement_score":0.71430933,"about_ca_system_score_codex":0.0000169575,"about_ca_system_score_gemma":0.00004340591,"threshold_uncertainty_score":0.9998359},"labels":[],"label_agreement":null},{"id":"W2918404303","doi":"","title":"Your Passport Doesn’t Work Here: Asylum, Space, and Iranian Queer Heritage","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spatial and Cultural 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":"Queer; Space (punctuation); Work (physics); Sociology; Genealogy; Gender studies; History; Computer science; Engineering","score_opus":0.013373112802910949,"score_gpt":0.22174736222466332,"score_spread":0.20837424942175237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918404303","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":[0.9815578,0.0005943806,7.8407135e-7,0.003310492,0.00060267054,0.00035182154,0.000021826052,0.00006993145,0.013490292],"genre_scores_gemma":[0.3232783,0.0008855926,0.00013786163,0.000025642636,0.00009103814,4.2850806e-7,0.00007448991,0.000014262815,0.6754924],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986629,0.000074751886,0.00010346165,0.00037889593,0.00043045977,0.0003495128],"domain_scores_gemma":[0.9992831,0.000023919201,0.00022055251,0.00016555337,0.00017440849,0.00013248705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016383274,0.00024150807,0.00045682798,0.0000772768,0.0006707008,0.0000490428,0.0003052873,0.00037258354,0.0004900717],"category_scores_gemma":[0.000016967395,0.00023560316,0.0001557261,0.00024981046,0.00023513651,0.0002481105,0.00006442471,0.0002298501,0.00011923622],"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":[0.00020643498,0.00006137628,0.0650019,0.00023458446,0.00025937278,0.000046549027,0.9190441,0.0000024443757,0.00026851002,0.0014693174,0.007867489,0.0055379225],"study_design_scores_gemma":[0.0003543691,0.0000589578,0.13060251,0.0001832162,0.00013379431,2.7165984e-7,0.8438088,6.7836015e-7,0.000026728036,0.0001448334,0.024314927,0.00037089636],"about_ca_topic_score_codex":0.2626321,"about_ca_topic_score_gemma":0.4732464,"teacher_disagreement_score":0.6620021,"about_ca_system_score_codex":0.00008996975,"about_ca_system_score_gemma":0.000080260565,"threshold_uncertainty_score":0.9607618},"labels":[],"label_agreement":null},{"id":"W2918813191","doi":"","title":"Framework for Scheduling, Controlling, and Delivery Planning for Scattered Repetitive Infrastructure Rehabilitation Projects","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"BIM and Construction Integration","field":"Engineering","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":"Rehabilitation; Scheduling (production processes); Infrastructure planning; Computer science; Process management; Engineering; Engineering management; Operations management; Systems engineering; Medicine; Construction engineering; Physical therapy","score_opus":0.007979555117976225,"score_gpt":0.21001979232751775,"score_spread":0.2020402372095415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918813191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97437954,0.0003306094,0.022803014,0.00011150697,0.0008352977,0.001199295,0.00015343778,0.000105416606,0.00008188623],"genre_scores_gemma":[0.74491704,0.00013759786,0.23219736,0.000022700218,0.00020302627,0.00002757853,0.0018099977,0.00010103567,0.020583648],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992603,0.00001689141,0.00014749132,0.00029194148,0.00010632696,0.00017706925],"domain_scores_gemma":[0.99909824,0.00021470337,0.00017947442,0.0001499994,0.0003157499,0.000041826934],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000873652,0.00021396475,0.0003502256,0.00023761408,0.00013807278,0.000029960913,0.000102362166,0.00048493675,0.000018416378],"category_scores_gemma":[0.00006695174,0.00025459364,0.00014017391,0.000078693534,0.00005188081,0.00021047571,0.00000826337,0.00022133255,0.0000018228735],"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":[0.0065470072,0.00008701493,0.009020655,0.019667346,0.0020734784,0.0000058975775,0.76029885,0.046264626,0.027909236,0.038446084,0.0063102166,0.08336962],"study_design_scores_gemma":[0.0056569767,0.0012727471,0.0107680075,0.0045444844,0.0009637728,0.000007201139,0.8250031,0.12498919,0.0061640604,0.016777666,0.0023408225,0.0015120079],"about_ca_topic_score_codex":0.00030690458,"about_ca_topic_score_gemma":0.00069176423,"teacher_disagreement_score":0.22946247,"about_ca_system_score_codex":0.0000740721,"about_ca_system_score_gemma":0.000056217872,"threshold_uncertainty_score":0.99999064},"labels":[],"label_agreement":null},{"id":"W2919234377","doi":"","title":"Techniques for Coherent Control of Effective Photon-Photon Interactions at Low Light Levels","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo; Strong; University of Connecticut","keywords":"Photon; Coherent control; Two-photon excitation microscopy; Physics; Control (management); Optics; Computer science; Artificial intelligence; Laser","score_opus":0.006425318663445179,"score_gpt":0.23353069823782366,"score_spread":0.22710537957437849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919234377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902973,0.000008352412,0.002704701,0.00025472624,0.00031720326,0.002285048,0.0018038094,0.00003852775,0.0022902873],"genre_scores_gemma":[0.7828959,0.0000022223892,0.000474161,0.000008108484,0.000044613327,0.000051709954,0.0010033408,0.000026660644,0.21549326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991215,0.000034797024,0.00019304789,0.0003356897,0.00012765636,0.0001873344],"domain_scores_gemma":[0.9985525,0.00013516987,0.0005515217,0.0003493462,0.00035482587,0.00005665428],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057546436,0.00024402358,0.0004923706,0.00018995201,0.00019199768,0.000016618926,0.00025484778,0.00011304264,0.0013809575],"category_scores_gemma":[0.0000019328936,0.00026317025,0.00040630458,0.00010202617,0.000040061223,0.00018489249,0.000039892242,0.00019127663,0.000075590884],"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":[0.0014094297,0.0016813772,0.0025303403,0.0014268607,0.0023026802,0.0000018905909,0.049634192,0.000052174317,0.9038925,0.002976371,0.020130586,0.013961567],"study_design_scores_gemma":[0.001632037,0.0002749255,0.0018198111,0.00073554495,0.00062889274,8.162241e-7,0.04112108,0.00050250697,0.9319677,0.0004370868,0.020377489,0.00050212914],"about_ca_topic_score_codex":0.010955048,"about_ca_topic_score_gemma":0.003098468,"teacher_disagreement_score":0.21320298,"about_ca_system_score_codex":0.000118771626,"about_ca_system_score_gemma":0.000054850174,"threshold_uncertainty_score":0.99998206},"labels":[],"label_agreement":null},{"id":"W2919433835","doi":"","title":"Examining Hydrogeological Processes in Freezing Soils using Remote Geophysical and Numerical Techniques","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Hydrogeology; Soil water; Geology; Geophysics; Geotechnical engineering; Soil science","score_opus":0.03478645496755973,"score_gpt":0.22354783634263128,"score_spread":0.18876138137507156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919433835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986618,0.00029022925,0.000007029741,0.0000571978,0.000080797305,0.00017415409,0.00014423215,0.00003233406,0.00055222615],"genre_scores_gemma":[0.98582846,0.0004555992,0.00159414,0.000024377308,0.00006561808,4.433446e-8,0.0022819883,0.000009825089,0.00973996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990037,0.00005196239,0.00011556802,0.00036827158,0.00018547832,0.00027500448],"domain_scores_gemma":[0.99949753,0.000104135244,0.0001480164,0.00012619194,0.00005093456,0.00007321369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011272893,0.00019584483,0.00041460586,0.00019160079,0.000109050576,0.000025754032,0.00019261875,0.0002825497,0.00049813156],"category_scores_gemma":[0.000018646082,0.00019815988,0.000045323475,0.00022772785,0.00008245738,0.0002354517,0.00002810199,0.00026260782,0.00002502418],"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":[0.0005947196,0.0000767265,0.8179655,0.0022427447,0.00006663518,0.00036663224,0.11950482,0.0002095627,0.012077514,0.0000077298155,0.00007727034,0.046810124],"study_design_scores_gemma":[0.0011214968,0.00090070826,0.68696445,0.002501299,0.0002545622,0.000058505288,0.24597271,0.055152934,0.0046162186,0.00042947396,0.00036852126,0.0016591314],"about_ca_topic_score_codex":0.21763524,"about_ca_topic_score_gemma":0.18469876,"teacher_disagreement_score":0.13100109,"about_ca_system_score_codex":0.000009655515,"about_ca_system_score_gemma":0.000060547714,"threshold_uncertainty_score":0.8301784},"labels":[],"label_agreement":null},{"id":"W2921234803","doi":"","title":"Pressure Sensor Placement for Leak Diagnosis under Demand Uncertainty in Water Distribution Systems","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo; Queen's University","keywords":"Leak detection; Leak; Environmental science; On demand; Pressure sensor; Engineering; Computer science; Petroleum engineering; Civil engineering; Water resource management; Environmental engineering; Mechanical engineering","score_opus":0.007824120254364039,"score_gpt":0.18079589535127394,"score_spread":0.1729717750969099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921234803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944869,0.00039334028,0.001660809,0.00007846047,0.0012944884,0.00147625,0.00041116073,0.00009809826,0.00010043753],"genre_scores_gemma":[0.8089921,0.00016140389,0.00006442546,0.000001642359,0.00005147946,0.000015620044,0.0071293083,0.000047763773,0.18353626],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988997,0.00004549265,0.00020990653,0.0002985976,0.00019372873,0.00035258784],"domain_scores_gemma":[0.9994497,0.0000312259,0.00009661119,0.00023103126,0.00013409185,0.000057347064],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016796724,0.00026874922,0.00047471546,0.000167492,0.00007755274,0.000037317815,0.00016959751,0.00039928238,0.000038041293],"category_scores_gemma":[0.0000028712304,0.00026083697,0.00012081612,0.000082259954,0.000015688334,0.000183496,0.000021388469,0.00014150911,0.000023790635],"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":[0.00012478817,0.000030876803,0.00051865913,0.0028825044,0.00019085279,0.000003327096,0.017988825,0.972882,0.0005925319,0.00005163829,0.0047059623,0.000028046014],"study_design_scores_gemma":[0.005710892,0.00036976693,0.004282727,0.0028028083,0.0010193279,0.000003827516,0.21951446,0.7321408,0.010497069,0.000039278344,0.021724558,0.0018944814],"about_ca_topic_score_codex":0.012080789,"about_ca_topic_score_gemma":0.043392844,"teacher_disagreement_score":0.2407412,"about_ca_system_score_codex":0.00020922115,"about_ca_system_score_gemma":0.00001936875,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W2938115164","doi":"","title":"Examining Gender Responsive Implementation of National Climate Change Policies","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gender, Labor, and Family 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":"Climate change; Political science; Environmental planning; Geography; Oceanography; Geology","score_opus":0.05299918448215348,"score_gpt":0.29943794965264914,"score_spread":0.24643876517049565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938115164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926938,0.00007419443,0.0000037762798,0.00020508665,0.0004609564,0.00038533768,0.00030642658,0.00002744639,0.005842965],"genre_scores_gemma":[0.9330447,0.0009892075,0.00042560376,0.00004318854,0.000098540215,0.0000011291665,0.00087079,0.000021056994,0.06450579],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99846345,0.00015952204,0.0001526919,0.00025224284,0.0006616992,0.0003103829],"domain_scores_gemma":[0.9986107,0.00007792873,0.00045347412,0.00013762136,0.00065794843,0.00006233849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044649426,0.00015634397,0.00029738082,0.00040601494,0.00033406704,0.000017746986,0.0003008982,0.00026449314,0.0002035694],"category_scores_gemma":[0.000021983404,0.00020138342,0.000106909036,0.00028464614,0.00012969678,0.00031813572,0.000049494894,0.00012470086,0.000023122308],"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":[0.00007204373,0.000025625855,0.03236853,0.00019278427,0.000076478645,0.0000022868298,0.95459056,0.000008751269,0.0009814525,0.010707031,0.00027105556,0.0007034271],"study_design_scores_gemma":[0.00028281947,0.000047297075,0.27554905,0.000042951327,0.00005157713,1.2004674e-7,0.7234405,0.000014457187,0.000054656262,0.00018228768,0.0001926343,0.00014160828],"about_ca_topic_score_codex":0.11318825,"about_ca_topic_score_gemma":0.16858688,"teacher_disagreement_score":0.24318051,"about_ca_system_score_codex":0.00017096719,"about_ca_system_score_gemma":0.00037927856,"threshold_uncertainty_score":0.8927171},"labels":[],"label_agreement":null},{"id":"W2940878846","doi":"","title":"Constructing Crime: Understanding the Roles, Functions and Claims-Making Activities of Media Relations Officers in Ontario","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Criminology; Political science; Public relations; Sociology","score_opus":0.04384968536260571,"score_gpt":0.2685206991453863,"score_spread":0.2246710137827806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940878846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675116,0.00002286311,0.000020026095,0.0006432209,0.00034263125,0.00018072964,0.000030196803,0.000015605277,0.031233108],"genre_scores_gemma":[0.87896436,0.000064571366,0.0001380113,0.0000045839815,0.000019158646,2.0431146e-7,0.00006476792,0.0000072786834,0.12073708],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991437,0.00015357316,0.00011861458,0.00016833105,0.00023137705,0.00018439957],"domain_scores_gemma":[0.9989158,0.0005189393,0.00034484506,0.00012995693,0.000054376942,0.00003609582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032982175,0.00010649798,0.00022773344,0.0002668808,0.0007133003,0.000034422137,0.00015894302,0.0002139236,0.0003676873],"category_scores_gemma":[0.000039532562,0.00011375205,0.000075868404,0.00020425742,0.00035649244,0.00042844334,0.000030817922,0.00042438757,0.0000051975944],"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":[0.00004715764,0.000014657196,0.022876602,0.000033774726,0.0000492814,7.087646e-7,0.9631951,0.00007178846,0.000078183206,0.013074166,0.0001347127,0.00042386874],"study_design_scores_gemma":[0.00017288653,0.000015893162,0.036287837,0.00021897546,0.00013942685,6.181345e-7,0.96235806,0.000033280354,0.0000031668608,0.00031008667,0.0003517565,0.000108006636],"about_ca_topic_score_codex":0.8760869,"about_ca_topic_score_gemma":0.9981827,"teacher_disagreement_score":0.12209586,"about_ca_system_score_codex":0.00056496984,"about_ca_system_score_gemma":0.00061185716,"threshold_uncertainty_score":0.54862016},"labels":[],"label_agreement":null},{"id":"W2941795674","doi":"","title":"A computational study of practical issues arising in short-term scheduling of a multipurpose facility","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Scheduling and Optimization Algorithms","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":"Term (time); Scheduling (production processes); Operations research; Computer science; Engineering; Operations management; Physics","score_opus":0.01851288420862474,"score_gpt":0.25572933771326034,"score_spread":0.2372164535046356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941795674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99778765,0.000098855366,0.0014105872,0.000020682028,0.00016567687,0.00039238395,0.00004007532,0.00004691651,0.000037168873],"genre_scores_gemma":[0.9484978,0.000029760895,0.049477037,5.262401e-7,0.000007895222,4.1803074e-7,0.00031729214,0.000017854709,0.0016514359],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891317,0.00006237873,0.0002937188,0.0002442029,0.00033560023,0.00015092913],"domain_scores_gemma":[0.99929214,0.000087663735,0.00012542307,0.00020634501,0.00024346633,0.000044993194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016734275,0.00019111315,0.00054624124,0.00038725877,0.000034546174,0.000009415037,0.00016625987,0.00022581298,0.000044208966],"category_scores_gemma":[0.000036089106,0.00024375528,0.000093053946,0.00024523522,0.00004003691,0.00018206258,0.000031479507,0.00029727854,0.000005796012],"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":[0.00017756062,0.00045676422,0.012008586,0.0007498388,0.00018029315,0.000016782245,0.18254854,0.801983,0.0009287873,0.0000097300635,0.000005815993,0.0009343357],"study_design_scores_gemma":[0.0014290025,0.00018216853,0.025095252,0.00037580982,0.0001333481,0.0000014121114,0.38892728,0.58237827,0.001166483,0.000011441815,0.0000014143998,0.00029814363],"about_ca_topic_score_codex":0.004436445,"about_ca_topic_score_gemma":0.0041012242,"teacher_disagreement_score":0.21960472,"about_ca_system_score_codex":0.000058313915,"about_ca_system_score_gemma":0.00006199251,"threshold_uncertainty_score":0.99400514},"labels":[],"label_agreement":null},{"id":"W2942236238","doi":"","title":"Cancer and Mental Disorder Among Emerging Adults","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mental health; Psychiatry; Psychology; Medicine; Clinical psychology","score_opus":0.006824665334236163,"score_gpt":0.23080751390459453,"score_spread":0.22398284857035836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942236238","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":[0.99397635,0.00030795007,4.2398477e-7,0.00072031555,0.00093335565,0.0003570407,0.000057203153,0.000040186867,0.0036071471],"genre_scores_gemma":[0.47508553,0.0010577489,0.000048586306,0.000008028191,0.000032965912,5.880977e-7,0.00019050293,0.000016535021,0.5235595],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988857,0.000053315773,0.000081779974,0.00032448047,0.00037460486,0.00028015664],"domain_scores_gemma":[0.9994213,0.00002580365,0.00020098887,0.00014793922,0.00010826438,0.00009572042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013075522,0.0001622712,0.00027551438,0.00015071056,0.0004827139,0.000023850176,0.00028990043,0.0002675061,0.0006984119],"category_scores_gemma":[0.000010271813,0.00020082918,0.000086730935,0.00015939788,0.00024058014,0.00035935172,0.000056851684,0.00016959546,0.000025136087],"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":[0.00010696968,0.000029790266,0.11713786,0.00023475189,0.000074764765,0.000008393908,0.8703984,0.000006347605,0.000056746077,0.00021598113,0.0020653023,0.009664676],"study_design_scores_gemma":[0.0004557184,0.000020122246,0.06841276,0.0002804124,0.00006118838,8.410737e-8,0.92448676,0.00006143256,0.000024311708,0.000023326185,0.005902178,0.00027171132],"about_ca_topic_score_codex":0.64839154,"about_ca_topic_score_gemma":0.8077149,"teacher_disagreement_score":0.51995236,"about_ca_system_score_codex":0.00010376998,"about_ca_system_score_gemma":0.00013608203,"threshold_uncertainty_score":0.8189576},"labels":[],"label_agreement":null},{"id":"W2945884555","doi":"","title":"Online Monitoring Framework for Pressure Transient Detection in Water Distribution Networks","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Systems 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":"Transient (computer programming); Computer science; Environmental science; Petroleum engineering; Engineering; Operating system","score_opus":0.006484078463571129,"score_gpt":0.1846716858378018,"score_spread":0.17818760737423067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945884555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9287998,0.00025580564,0.06779648,0.000031654286,0.0022129407,0.0006612163,0.00011164674,0.000112720736,0.000017695113],"genre_scores_gemma":[0.9667828,0.00014776699,0.0010060177,5.2571215e-7,0.00014530502,0.0000028184709,0.0032529084,0.000046130954,0.028615713],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991739,0.000021883094,0.00016431074,0.00023586517,0.00013050777,0.00027355313],"domain_scores_gemma":[0.99959874,0.00001769358,0.00006622241,0.00018144838,0.0000950354,0.000040833445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008318405,0.00021223993,0.00033362422,0.00014132456,0.00006610239,0.000019472325,0.00014504223,0.0005552352,0.00001251915],"category_scores_gemma":[0.0000031122684,0.00022386956,0.00012283387,0.000109836554,0.000009599404,0.00018405364,0.0000100652705,0.0002751836,0.0000041839794],"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":[0.00020559081,0.00005699561,0.00033688065,0.0016768292,0.00014514686,0.000003648,0.03908456,0.95375925,0.0019230983,0.000025235984,0.00013230556,0.0026504374],"study_design_scores_gemma":[0.002282001,0.00029031513,0.019190773,0.002746808,0.0005769359,0.0000022139695,0.069847144,0.85898775,0.041181058,0.00010590544,0.0035013226,0.0012877604],"about_ca_topic_score_codex":0.0029855664,"about_ca_topic_score_gemma":0.017893158,"teacher_disagreement_score":0.094771504,"about_ca_system_score_codex":0.00010469972,"about_ca_system_score_gemma":0.000007386427,"threshold_uncertainty_score":0.9984802},"labels":[],"label_agreement":null},{"id":"W2947813371","doi":"","title":"Health warnings, cannabis marketing and perceptions among youth and young adults in Canada.","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cannabis and Cannabinoid Research","field":"Medicine","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":"Cannabis; Perception; Psychology; Young adult; Political science; Medicine; Marketing; Psychiatry; Developmental psychology; Business","score_opus":0.005405606696555465,"score_gpt":0.21079581666398856,"score_spread":0.2053902099674331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947813371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99297166,0.0005214359,1.5470077e-7,0.005488223,0.00012392542,0.0005689874,0.00011090786,0.000012479786,0.00020222913],"genre_scores_gemma":[0.6685902,0.0007288059,0.000026439733,0.000020467645,0.000014775172,6.8153554e-7,0.00045190193,0.00002076881,0.33014598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851644,0.0001037096,0.00016363112,0.00043457552,0.0003835484,0.0003980707],"domain_scores_gemma":[0.9991368,0.000007707611,0.00018721707,0.00020627407,0.00017605272,0.0002859648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003214933,0.00020994816,0.0005738179,0.00036052807,0.00017064375,0.000015659305,0.000099094555,0.00016866146,0.00010480772],"category_scores_gemma":[0.00004070204,0.00023626396,0.00005837607,0.00019434387,0.000093627124,0.0000967712,0.000065283086,0.0005062613,0.0000014950974],"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":[0.0011273718,0.000046880614,0.49311844,0.003427526,0.00007152972,0.0000864494,0.4747401,0.0000022969848,0.00015080282,0.0000026854682,0.015853995,0.01137195],"study_design_scores_gemma":[0.0007871336,0.00008538359,0.57838345,0.00081572856,0.000038138503,0.0000068303566,0.4194012,0.00017984396,0.000004636967,3.535802e-7,0.00017323588,0.00012410404],"about_ca_topic_score_codex":0.9972887,"about_ca_topic_score_gemma":0.99882543,"teacher_disagreement_score":0.32994378,"about_ca_system_score_codex":0.0006202142,"about_ca_system_score_gemma":0.0018932854,"threshold_uncertainty_score":0.96345645},"labels":[],"label_agreement":null},{"id":"W2948686580","doi":"","title":"Quantifying coniferous subalpine tree transpiration and source water under seasonal and hydrological stress in the Canadian Rocky Mountains, Kananaskis, Alberta","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Montane ecology; Transpiration; Geography; Forestry; Environmental science; Ecology; Hydrology (agriculture); Physical geography; Biology; Geology","score_opus":0.01884279660646431,"score_gpt":0.19330112391103174,"score_spread":0.17445832730456742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948686580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960367,0.00056462403,0.0000033313602,0.0027685168,0.00008376809,0.00023393359,0.000069712914,0.000005763743,0.00023366071],"genre_scores_gemma":[0.98396504,0.00025995745,0.00003855921,0.000116461655,0.000018710192,1.6205934e-7,0.0014709738,0.0000038199937,0.014126344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991135,0.0000658623,0.00009744558,0.00027363867,0.00017807448,0.0002714589],"domain_scores_gemma":[0.9996231,0.000088038534,0.000058141213,0.00011210891,0.000037206937,0.000081411614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012916658,0.00016477982,0.00024204237,0.000069078254,0.00044293347,0.00005364602,0.00016698011,0.00018865256,0.0002493618],"category_scores_gemma":[0.000004242274,0.00012056661,0.000042803735,0.00009978592,0.000086674205,0.00014169862,0.000007696108,0.0001887815,0.0000100485095],"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":[0.00015074071,0.000023744366,0.87460274,0.00017990358,0.000091419875,0.000029346904,0.114331126,0.0035174873,0.000052582553,0.00016278302,0.00015540897,0.0067026997],"study_design_scores_gemma":[0.0003903391,0.0001071092,0.88434327,0.000037745118,0.00007185132,0.0000031017119,0.108721666,0.005174902,0.000007381129,0.000026944364,0.00093741104,0.00017828717],"about_ca_topic_score_codex":0.95787215,"about_ca_topic_score_gemma":0.9996941,"teacher_disagreement_score":0.041821923,"about_ca_system_score_codex":0.000015727092,"about_ca_system_score_gemma":0.000058545345,"threshold_uncertainty_score":0.4916564},"labels":[],"label_agreement":null},{"id":"W2948737247","doi":"","title":"Design and Simulation of Novel Sabatier Reactors for the Thermocatalytic Conversion of CO2 into Renewable Natural Gas","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Catalysts for Methane Reforming","field":"Chemical 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":"Natural gas; Renewable energy; Environmental science; Waste management; Engineering; Biochemical engineering","score_opus":0.01301266249351186,"score_gpt":0.21695290635840483,"score_spread":0.20394024386489298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948737247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957868,0.0001945705,0.0032320064,0.000026863152,0.00017251009,0.00052424736,0.000016316026,0.000016136033,0.00003058047],"genre_scores_gemma":[0.95648193,0.00003686712,0.0012046541,8.593064e-7,0.000010665338,4.334322e-7,0.00034866697,0.000027840764,0.041888062],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992597,0.000013134685,0.00016782498,0.00020264453,0.0002158052,0.00014089597],"domain_scores_gemma":[0.99869925,0.00038798165,0.00041163652,0.00026408586,0.0002050221,0.000032002707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017941682,0.00017392171,0.0004042846,0.00016082393,0.00006106987,0.000003152022,0.00023684136,0.00021323725,0.0000119441365],"category_scores_gemma":[0.000057992962,0.00014949487,0.00014860845,0.00013039415,0.00007551361,0.0001784508,0.00004947742,0.00013608955,8.8272765e-7],"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":[0.0007225545,0.000037173624,0.000030738465,0.002044761,0.00026219414,4.9006115e-7,0.04503445,0.062065605,0.88903785,0.000028360699,0.0000138469995,0.0007219669],"study_design_scores_gemma":[0.0011243455,0.000084370804,0.000055400596,0.00033942054,0.0003686644,8.1900583e-7,0.033505775,0.41781592,0.54647326,0.000019165616,0.000033989312,0.00017885641],"about_ca_topic_score_codex":0.020677406,"about_ca_topic_score_gemma":0.0005100011,"teacher_disagreement_score":0.35575032,"about_ca_system_score_codex":0.00008960285,"about_ca_system_score_gemma":0.00004742736,"threshold_uncertainty_score":0.985844},"labels":[],"label_agreement":null},{"id":"W2949270361","doi":"","title":"Tracings: Unraveling Home in the Diaspora","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Diaspora; Sociology; Gender studies","score_opus":0.015311076116549782,"score_gpt":0.2332596763626891,"score_spread":0.21794860024613932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949270361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934296,0.0001291198,0.0000040216464,0.0009774019,0.00033905686,0.0002991932,0.000009197165,0.00001963146,0.0047927997],"genre_scores_gemma":[0.73438174,0.00040661643,0.00005922518,0.000028276627,0.00006555979,3.0671384e-7,0.00012290316,0.00000781516,0.26492757],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99902016,0.00014807032,0.00011054591,0.00022882501,0.00025720402,0.00023521906],"domain_scores_gemma":[0.99939084,0.000083153405,0.00020391485,0.00019128222,0.00008849125,0.000042314212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067664427,0.0001217526,0.0002593467,0.00019238338,0.00033137147,0.000035034194,0.0005154638,0.0002660523,0.00035205798],"category_scores_gemma":[0.00002207367,0.00012361686,0.00012237181,0.0002334251,0.00009172009,0.00030056163,0.000013748307,0.0002359298,0.00010606725],"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":[0.000022728918,0.000027362516,0.0044344454,0.00006657371,0.000014012293,0.0000049069204,0.9931501,0.000024110184,0.000025166397,0.001177014,0.0005773243,0.00047622787],"study_design_scores_gemma":[0.00018711331,0.000021372995,0.039838366,0.00007630176,0.00003352714,1.2724102e-7,0.9577651,0.000024955934,0.000018696011,0.00037286585,0.0015054293,0.0001561422],"about_ca_topic_score_codex":0.46227732,"about_ca_topic_score_gemma":0.850814,"teacher_disagreement_score":0.38853663,"about_ca_system_score_codex":0.00008244443,"about_ca_system_score_gemma":0.00017443796,"threshold_uncertainty_score":0.5413034},"labels":[],"label_agreement":null},{"id":"W2950367234","doi":"","title":"A Subclass of Exceptional Parallel Self-similar G2 Cosmologies","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cosmology and Gravitation Theories","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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Subclass; Parallel universe; Mathematics; Computer science; Biology; Artificial intelligence; Genetics","score_opus":0.007311832273711254,"score_gpt":0.20694212392758446,"score_spread":0.1996302916538732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950367234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99756104,0.000051269515,0.0001249575,0.0002590919,0.0002778985,0.00019969116,0.00019681065,0.000028910616,0.0013003431],"genre_scores_gemma":[0.71458375,0.000010098666,0.0028868413,0.000006499583,0.000032101067,8.6478525e-7,0.0018215969,0.000014742935,0.2806435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992194,0.000069489586,0.00013451643,0.00024132764,0.00016381576,0.00017140487],"domain_scores_gemma":[0.99906915,0.00008784187,0.00036180113,0.0002263977,0.00021920077,0.000035605965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009334247,0.0001903144,0.00041469836,0.00015627535,0.000109790046,0.000006339394,0.00027997536,0.00018665238,0.0008125488],"category_scores_gemma":[0.0000033515164,0.0002193747,0.00022941353,0.00010239553,0.00013068659,0.00012542444,0.000044724224,0.00019197808,0.00008285955],"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":[0.0021004216,0.0009374249,0.18533953,0.0012331138,0.0026458676,0.000022582586,0.33500066,0.0003625755,0.0038020082,0.45119298,0.013241429,0.0041214074],"study_design_scores_gemma":[0.0028984363,0.00047149358,0.16678871,0.0002529591,0.0007577267,0.0000014389085,0.57938874,0.000054459575,0.0025068123,0.2437395,0.0022079109,0.00093182165],"about_ca_topic_score_codex":0.0036724163,"about_ca_topic_score_gemma":0.00076208217,"teacher_disagreement_score":0.28297725,"about_ca_system_score_codex":0.000019641147,"about_ca_system_score_gemma":0.00012385081,"threshold_uncertainty_score":0.89458406},"labels":[],"label_agreement":null},{"id":"W2950493376","doi":"","title":"Engineering and Environmental Assessment of Foam Glass Lightweight Aggregate for Pavement Application","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Aggregate (composite); Civil engineering; Geotechnical engineering; Environmental science; Engineering; Materials science; Waste management; Composite material","score_opus":0.008109008284700561,"score_gpt":0.1991168071558412,"score_spread":0.19100779887114064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950493376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978493,0.00016467484,0.0005715027,0.00003180995,0.0006907905,0.00048486493,0.00009279886,0.000040576848,0.000073716],"genre_scores_gemma":[0.95545715,0.0013951084,0.0022978163,0.0000012112021,0.00009582263,0.000004938944,0.0019229884,0.000042007665,0.03878296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999401,0.000010506002,0.00016395013,0.00018949575,0.000118350836,0.00011669707],"domain_scores_gemma":[0.9995941,0.000018727469,0.00015801036,0.0001647502,0.0000293487,0.00003509578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010831453,0.0001550881,0.0002924753,0.000120852885,0.00004638017,0.000008654973,0.00010392514,0.00019706617,0.000022172597],"category_scores_gemma":[0.0000026255864,0.00017843136,0.00006985478,0.000042798594,0.000017289085,0.0000795926,0.000017031518,0.00008377294,0.0000021219773],"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":[0.0001595841,0.00011431974,0.0003152871,0.00421841,0.00045474005,0.0000010121173,0.013219711,0.0546546,0.90650845,0.00070690684,0.00047453973,0.019172473],"study_design_scores_gemma":[0.0037485072,0.0006224847,0.0042430526,0.0015533644,0.0008345389,0.000002965602,0.057277594,0.41640615,0.49168333,0.00014030504,0.022135893,0.0013518101],"about_ca_topic_score_codex":0.0003875154,"about_ca_topic_score_gemma":0.000116627474,"teacher_disagreement_score":0.4148251,"about_ca_system_score_codex":0.00005348203,"about_ca_system_score_gemma":0.000012352661,"threshold_uncertainty_score":0.727622},"labels":[],"label_agreement":null},{"id":"W2950638472","doi":"","title":"Who Are Government OpenData Infomediaries? A Preliminary Scan and Classification of Open Data Users and Products","year":2017,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"E-Government and Public Services","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":"Social Sciences and Humanities Research Council of Canada","keywords":"Open government; Government (linguistics); Computer science; Business; Open data; Data mining; World Wide Web","score_opus":0.06508007588829517,"score_gpt":0.2814725777350929,"score_spread":0.2163925018467977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950638472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96096873,0.00006669167,0.0000014803052,0.034979608,0.000063749394,0.00035041707,0.00025079047,0.000007625404,0.0033108785],"genre_scores_gemma":[0.95954067,0.00070541457,0.00081057014,0.000025809057,0.00003577015,3.1027903e-7,0.000050108512,0.000005126191,0.03882622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990245,0.000054691358,0.00007263759,0.00030374812,0.000403499,0.00014093143],"domain_scores_gemma":[0.9985926,0.000041641197,0.0004174054,0.0007871259,0.00006879788,0.000092395625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006731231,0.00007468075,0.00018479268,0.000023664888,0.0006965109,0.00023857804,0.0019996297,0.00006245153,0.00005841519],"category_scores_gemma":[0.00014151675,0.00008065004,0.000009426474,0.000060692553,0.0009038432,0.003008773,0.0029595166,0.000055756867,0.0000017868642],"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":[0.0004957428,0.0001665016,0.64871424,0.00035665184,0.00014908747,0.000011047107,0.29184535,3.7902697e-7,0.0009051765,0.012431244,0.02599236,0.018932195],"study_design_scores_gemma":[0.0005374798,0.00006893333,0.61799765,0.0001026607,0.000051061103,3.2477712e-7,0.35144666,0.000117705735,0.000094162286,0.00008397538,0.02938565,0.00011377381],"about_ca_topic_score_codex":0.1472296,"about_ca_topic_score_gemma":0.19314262,"teacher_disagreement_score":0.05960128,"about_ca_system_score_codex":0.000045809695,"about_ca_system_score_gemma":0.000094057374,"threshold_uncertainty_score":0.85844904},"labels":[],"label_agreement":null},{"id":"W2951100893","doi":"","title":"Chaotic Advection for Enhanced Reagent Mixing","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Advection; Mixing (physics); Chaotic mixing; Chaotic; Reagent; Computer science; Mathematics; Physics; Chemistry; Thermodynamics; Artificial intelligence; Physical chemistry; Quantum mechanics","score_opus":0.008895046824314658,"score_gpt":0.20374373371140167,"score_spread":0.194848686887087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951100893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9361415,0.00013740777,0.05878589,0.00004480525,0.0011392239,0.000775177,0.00005537937,0.000333171,0.0025874567],"genre_scores_gemma":[0.682997,0.00009439628,0.0028382244,0.000008820609,0.00006345623,0.000003666604,0.0024113713,0.00006830774,0.3115148],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928206,0.000007952388,0.00015529513,0.00022551166,0.00012962242,0.00019956565],"domain_scores_gemma":[0.99933136,0.000015420657,0.00014284169,0.00021955039,0.00027056583,0.000020279644],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000120171346,0.00020428926,0.00030345886,0.00030989718,0.00007984474,0.000008343863,0.00018043602,0.00029479573,0.000070814196],"category_scores_gemma":[0.0000075277,0.00026427352,0.000113109876,0.00025940742,0.000025472013,0.00013921637,0.00001511443,0.00018179504,0.000029545054],"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":[0.00010320674,0.00002100424,0.0000066930734,0.0014414613,0.00014495071,0.000001636574,0.031717286,0.00008071092,0.9476603,0.0010442012,0.006073026,0.011705525],"study_design_scores_gemma":[0.00060403615,0.00013750205,0.00030718328,0.000415939,0.00012211155,0.0000011412134,0.05002888,0.001053624,0.94301903,0.00020417827,0.003650524,0.00045583793],"about_ca_topic_score_codex":0.00057712116,"about_ca_topic_score_gemma":0.00018484678,"teacher_disagreement_score":0.30892733,"about_ca_system_score_codex":0.00018627812,"about_ca_system_score_gemma":0.000034613666,"threshold_uncertainty_score":0.9999809},"labels":[],"label_agreement":null},{"id":"W2953977299","doi":"","title":"Changing Lanes: Taking Vancouver’s laneway housing from feeding speculation to an affordable ownership model under a Community Land Trust","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Speculation; Affordable housing; Business; Land tenure; Geography; Finance; Civil engineering; Engineering; Archaeology","score_opus":0.04204283423097619,"score_gpt":0.2148352720422774,"score_spread":0.1727924378113012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953977299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886336,0.00007700904,0.0013368457,0.00007456126,0.00070593145,0.00029709068,0.00025791017,0.000082529885,0.008534539],"genre_scores_gemma":[0.9026475,0.000050127997,0.0023710206,0.00007164888,0.00010003544,6.018836e-7,0.001011646,0.0000659624,0.09368143],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986327,0.000045884666,0.0002755676,0.00048225676,0.000104209335,0.0004593602],"domain_scores_gemma":[0.9984617,0.000047841655,0.00077951944,0.0005196396,0.00007120972,0.00012006829],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038192942,0.00032068783,0.00073790964,0.0007727372,0.0005354853,0.000084405416,0.00046054856,0.00038962445,0.0001855915],"category_scores_gemma":[0.000009803835,0.00042758306,0.00016327352,0.00032545312,0.000031380183,0.00066906196,0.000088749,0.00044545674,0.00010221991],"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":[0.0005519006,0.0002944671,0.025706472,0.0007063523,0.00031705268,0.000029277462,0.8687573,0.09234277,0.0017513334,0.007468747,0.0006171274,0.0014571672],"study_design_scores_gemma":[0.0045313197,0.00045827078,0.05405014,0.0019608906,0.00032767793,0.0000027326319,0.718255,0.20536387,0.00094339147,0.0064119576,0.0041423016,0.003552483],"about_ca_topic_score_codex":0.213864,"about_ca_topic_score_gemma":0.2678006,"teacher_disagreement_score":0.15050237,"about_ca_system_score_codex":0.00028369215,"about_ca_system_score_gemma":0.000046837333,"threshold_uncertainty_score":0.9998176},"labels":[],"label_agreement":null},{"id":"W2954601660","doi":"","title":"A Framework for Human Motion Strategy Identification and Analysis","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Human Pose and Action Recognition","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":"University of Waterloo","keywords":"Identification (biology); Human motion; Computer science; Motion (physics); Data science; Computational biology; Artificial intelligence; Biology; Ecology","score_opus":0.019944257364571696,"score_gpt":0.25005204134624137,"score_spread":0.23010778398166967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954601660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8346681,0.000029689187,0.16445827,0.00015025535,0.0001784912,0.0003059905,0.00003111537,0.00005778422,0.00012028242],"genre_scores_gemma":[0.81844527,0.000053068467,0.008207638,0.000009983481,0.000032075004,0.0000015796309,0.0017957948,0.000012103829,0.1714425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99913096,0.00003670955,0.00012616484,0.00040791772,0.00016692252,0.00013132812],"domain_scores_gemma":[0.9990397,0.000035431585,0.000354091,0.0003111609,0.00021330321,0.000046281675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013158753,0.00013377005,0.00026949373,0.00053934846,0.00023837101,0.00010066616,0.00030689823,0.00024620708,0.000057930847],"category_scores_gemma":[0.0000064715755,0.00016727178,0.00018173533,0.00034432398,0.000023232844,0.00048548763,0.00002803435,0.00012762175,0.0000258535],"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":[0.00031008266,0.0007458052,0.0032415655,0.0035222087,0.0048840893,0.000021489388,0.316511,0.00077507476,0.04682089,0.3481612,0.0016057648,0.27340084],"study_design_scores_gemma":[0.0038715808,0.0013556837,0.36496633,0.0010159449,0.008602229,0.000006278782,0.25095302,0.115831874,0.028253688,0.22117475,0.00067184336,0.003296798],"about_ca_topic_score_codex":0.001925949,"about_ca_topic_score_gemma":0.004483239,"teacher_disagreement_score":0.36172476,"about_ca_system_score_codex":0.00003233602,"about_ca_system_score_gemma":0.000024511022,"threshold_uncertainty_score":0.6821145},"labels":[],"label_agreement":null},{"id":"W2955065759","doi":"","title":"Effects-Directed Analysis of Soluble Organics in Bitumen-Influenced Waters","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Asphalt; Environmental chemistry; Environmental science; Chemistry; Geography; Archaeology","score_opus":0.004051500163534854,"score_gpt":0.19376699315343537,"score_spread":0.1897154929899005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955065759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984648,0.00013007205,0.0000032861392,0.00004491179,0.000065735825,0.000023301489,0.000042196185,0.00007777472,0.0011478818],"genre_scores_gemma":[0.6163492,0.000091462556,0.0001815693,0.0000032475962,0.000005800579,2.9191614e-7,0.0012539123,0.000022795677,0.38209167],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984895,0.00004061888,0.0002603945,0.00049840315,0.0003909385,0.00032014525],"domain_scores_gemma":[0.99865586,0.000069411304,0.00056294794,0.00041296342,0.00022189679,0.00007690548],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013096597,0.0003015158,0.0011658635,0.001178568,0.00007985797,0.000018564502,0.0005316232,0.00046630134,0.00041741037],"category_scores_gemma":[0.000028059212,0.0003422141,0.0004701038,0.0014839934,0.0000641081,0.00015832008,0.00005749712,0.00031504713,0.00002221505],"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":[0.000383488,0.0002637164,0.021044197,0.003572118,0.0047124787,0.00004994881,0.059491154,0.0014661453,0.9071458,0.0000070526035,0.000116632335,0.0017472913],"study_design_scores_gemma":[0.005161138,0.00014477994,0.032844685,0.0026550947,0.027933504,0.0000012442896,0.23005885,0.029588122,0.6690643,0.000034112407,0.0003751919,0.0021389942],"about_ca_topic_score_codex":0.037101913,"about_ca_topic_score_gemma":0.021310715,"teacher_disagreement_score":0.3821156,"about_ca_system_score_codex":0.00015133624,"about_ca_system_score_gemma":0.00013886145,"threshold_uncertainty_score":0.99990296},"labels":[],"label_agreement":null},{"id":"W2955435850","doi":"","title":"Feasibility Study of Lean Oil Sand as Base and Surface Material on Gravel Roads in Alberta","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Base (topology); Mining engineering; Geotechnical engineering; Geology; Civil engineering; Engineering; Geography; Environmental science; Mathematics","score_opus":0.013360587915713108,"score_gpt":0.2212786570645003,"score_spread":0.20791806914878722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955435850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99838555,0.000014742543,5.152809e-7,0.0000207523,0.0003752931,0.00046374832,0.000027114356,0.000024742909,0.0006875214],"genre_scores_gemma":[0.9491785,0.000052588937,0.00005285334,0.0000013887234,0.000010419493,4.2975287e-7,0.00029645895,0.000025831996,0.05038148],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989285,0.000053595082,0.00019819048,0.00031029884,0.00032300217,0.00018644237],"domain_scores_gemma":[0.999368,0.00003469118,0.00015096569,0.0003286403,0.000069188354,0.000048525042],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025809123,0.0002394522,0.0004435875,0.00021821461,0.00004489066,0.000010374233,0.00017926551,0.00019409013,0.00021993092],"category_scores_gemma":[0.000010246036,0.00028881873,0.000046467158,0.0001367284,0.000028442919,0.000212129,0.000035158246,0.0001772369,0.0000249596],"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":[0.0041054296,0.0016611898,0.16189837,0.0059771133,0.0004906964,0.00003366532,0.67693055,0.060031,0.084040694,0.000070808535,0.00039956486,0.004360943],"study_design_scores_gemma":[0.01192305,0.0025895182,0.4451112,0.0011842622,0.00049042393,0.0000015999675,0.45514593,0.026824923,0.055265613,0.00006449434,0.000025483734,0.0013735179],"about_ca_topic_score_codex":0.06283612,"about_ca_topic_score_gemma":0.13037798,"teacher_disagreement_score":0.2832128,"about_ca_system_score_codex":0.00013109094,"about_ca_system_score_gemma":0.00003692477,"threshold_uncertainty_score":0.99995637},"labels":[],"label_agreement":null},{"id":"W2959722450","doi":"","title":"Assessing the suitability of economic policy instruments for urban flood risk management","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate Change and Sustainable 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":"Flood risk management; Flood myth; Environmental planning; Risk management; Risk analysis (engineering); Business; Environmental resource management; Environmental science; Geography; Finance","score_opus":0.011600195637905403,"score_gpt":0.23276017596100157,"score_spread":0.22115998032309617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959722450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946475,0.000016051185,0.000008732795,0.00021677389,0.00019009873,0.0008201374,0.000081890226,0.000010667464,0.00400817],"genre_scores_gemma":[0.7941947,0.00024711547,0.0010280152,0.000013262027,0.000020721074,0.0000033777255,0.00041260556,0.000022087235,0.20405814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989593,0.000049123828,0.00016266867,0.00034237714,0.00019908861,0.00028745632],"domain_scores_gemma":[0.99914354,0.000037901213,0.00038304756,0.00036770845,0.000021189247,0.00004661796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032926849,0.00018073108,0.00029458854,0.000112503,0.00023378491,0.00002459366,0.00046570296,0.00012269613,0.00046735673],"category_scores_gemma":[0.000008469701,0.00017132967,0.00015742608,0.00011116834,0.00009937472,0.0002666349,0.00022731339,0.00010044953,0.00005797163],"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":[0.00061730616,0.00056472013,0.38431382,0.0036310009,0.0010056072,0.000013735285,0.4625314,0.0009852799,0.0009682658,0.0011741752,0.0076269982,0.13656768],"study_design_scores_gemma":[0.0011974812,0.000111706,0.32446238,0.00011773374,0.00028543867,4.5840605e-7,0.6682092,0.0005490132,0.0012771813,0.00082907174,0.0025769314,0.00038342364],"about_ca_topic_score_codex":0.04952067,"about_ca_topic_score_gemma":0.018329635,"teacher_disagreement_score":0.20567778,"about_ca_system_score_codex":0.00066597224,"about_ca_system_score_gemma":0.000057795438,"threshold_uncertainty_score":0.9995833},"labels":[],"label_agreement":null},{"id":"W2962772080","doi":"","title":"Most Complex Regular Ideal Languages","year":2017,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"semigroups and automata theory","field":"Computer Science","cited_by":12,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quotient; Concatenation (mathematics); Ideal (ethics); Mathematics; Combinatorics; Sigma; Alphabet; Discrete mathematics; Class (philosophy); Pure mathematics; Computer science; Physics; Linguistics","score_opus":0.014989971566290986,"score_gpt":0.2154152196680669,"score_spread":0.20042524810177592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962772080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986019,0.000045346165,0.0045435815,0.0068106293,0.00010898071,0.00007619399,0.000010526454,0.00014744129,0.0022383037],"genre_scores_gemma":[0.91584545,0.000018367473,0.024967846,0.000103149934,0.000034700493,7.014443e-8,0.0000068473073,0.000006836564,0.059016746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993038,0.00003392131,0.00005157591,0.00023953996,0.00016858496,0.00020257577],"domain_scores_gemma":[0.99870616,0.000021259286,0.00013671945,0.0010004542,0.000059629223,0.00007577472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015925065,0.00009293961,0.00016367566,0.00005040791,0.0004991205,0.00010082198,0.0017837379,0.00005167525,0.000085834945],"category_scores_gemma":[0.000014043051,0.0000989932,0.00005833694,0.00006275601,0.00019922684,0.0006283566,0.0006651083,0.00006636272,0.000083363],"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":[0.00009259122,0.00033007204,0.016016912,0.0002004047,0.0002755525,0.0013257231,0.15035443,0.00009210063,0.121170916,0.46102116,0.071785055,0.1773351],"study_design_scores_gemma":[0.005618305,0.00059369,0.72276753,0.00032895216,0.00012224227,0.000121367484,0.106420316,0.077732444,0.025016746,0.025920779,0.03334885,0.0020087752],"about_ca_topic_score_codex":0.017056148,"about_ca_topic_score_gemma":0.0019914361,"teacher_disagreement_score":0.70675063,"about_ca_system_score_codex":0.000017916818,"about_ca_system_score_gemma":0.000022431133,"threshold_uncertainty_score":0.9894894},"labels":[],"label_agreement":null},{"id":"W2962795882","doi":"10.25596/jalc-2017-029","title":"Unrestricted State Complexity of Binary Operations on Regular and Ideal Languages","year":2017,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"semigroups and automata theory","field":"Computer 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":"Ideal (ethics); State (computer science); Mathematics; Computer science; Binary number; Arithmetic; Programming language; Epistemology; Philosophy","score_opus":0.02019124733844362,"score_gpt":0.22524602191600346,"score_spread":0.20505477457755983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962795882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99630505,0.000029289913,0.00088098977,0.002474145,0.00003662303,0.00007021873,0.000023754834,0.00004219132,0.00013776807],"genre_scores_gemma":[0.98196566,0.000031708176,0.010615197,0.000019391979,0.0000058614555,5.856223e-8,0.0000047685917,0.0000031188715,0.0073542083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99948,0.00004731175,0.00005588987,0.0001794119,0.00012246716,0.00011488961],"domain_scores_gemma":[0.99922,0.000025361192,0.0000893664,0.0005609673,0.000051593004,0.000052687556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115735194,0.00007226814,0.00014626977,0.000088724475,0.00034140272,0.00004602173,0.0006456451,0.000031777505,0.0000131481875],"category_scores_gemma":[0.00001313454,0.000073256786,0.000033994664,0.000057708974,0.00034628733,0.0004078107,0.00036671004,0.000056392775,0.0000056722365],"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":[0.00029988322,0.0007769194,0.013122485,0.00032131578,0.0003265738,0.0008947055,0.19978516,0.0016622265,0.2631938,0.46871477,0.0044628726,0.046439327],"study_design_scores_gemma":[0.0027434542,0.00094207824,0.8448002,0.00025124932,0.00005054308,0.000025865573,0.024539743,0.08875109,0.02562901,0.011366653,0.00030861766,0.0005915198],"about_ca_topic_score_codex":0.018403754,"about_ca_topic_score_gemma":0.0018791851,"teacher_disagreement_score":0.8316777,"about_ca_system_score_codex":0.0000108121885,"about_ca_system_score_gemma":0.000020146079,"threshold_uncertainty_score":0.9881328},"labels":[],"label_agreement":null},{"id":"W2962888369","doi":"","title":"Lossy Joint Source-Channel Coding for Energy Harvesting Communication Systems","year":2014,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Energy Harvesting in Wireless Networks","field":"Engineering","cited_by":8,"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 Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lossy compression; Energy harvesting; Joint (building); Electronic engineering; Computer science; Channel code; Communications system; Coding (social sciences); Energy (signal processing); Telecommunications; Decoding methods; Engineering; Mathematics","score_opus":0.013955889722201357,"score_gpt":0.1664824839872828,"score_spread":0.15252659426508144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962888369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6339799,0.00027673383,0.36321425,0.00022159466,0.0003765452,0.00015922234,0.0000095151545,0.0006441659,0.0011180373],"genre_scores_gemma":[0.96401846,0.00007963158,0.0075174067,0.00000983326,0.00009416211,0.0000017089725,0.000038947128,0.000047294707,0.028192542],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917036,0.000075699616,0.00014960833,0.00018001508,0.00012620742,0.00029812544],"domain_scores_gemma":[0.99908906,0.00019991388,0.000117475196,0.00039739028,0.0001043152,0.00009181829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032182882,0.00016101677,0.00028228454,0.00012930886,0.0002497114,0.000039775725,0.00032842235,0.00013861893,0.000005105802],"category_scores_gemma":[0.00003901371,0.00020543687,0.000086599255,0.00012963527,0.00009141498,0.00022311024,0.0001003565,0.00012767961,0.000005389108],"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":[0.000009601065,0.00001348341,0.0001246905,0.00023566547,0.00006133006,0.0000011806445,0.0064430134,0.97840446,0.003496645,0.00714888,0.0014383418,0.0026226786],"study_design_scores_gemma":[0.00046602348,0.000042045314,0.00017283768,0.000395745,0.00003693177,0.000004704602,0.0051782997,0.98739547,0.001118994,0.00012525906,0.0048095565,0.000254133],"about_ca_topic_score_codex":0.012499856,"about_ca_topic_score_gemma":0.0035575957,"teacher_disagreement_score":0.35569686,"about_ca_system_score_codex":0.0000797454,"about_ca_system_score_gemma":0.000007725965,"threshold_uncertainty_score":0.994076},"labels":[],"label_agreement":null},{"id":"W2965497095","doi":"","title":"Channel Based Relay Attack Detection Protocol","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Chaos-based Image/Signal Encryption","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Relay; Computer network; Protocol (science); Computer science; Channel (broadcasting); Computer security; Medicine; Physics","score_opus":0.01385540455165727,"score_gpt":0.22533334863797305,"score_spread":0.2114779440863158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965497095","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":[0.67938447,0.000034014425,0.19823876,0.0024439998,0.0035809581,0.11181223,0.0000735074,0.001566185,0.0028659012],"genre_scores_gemma":[0.11284618,0.000010413857,0.02769944,0.00017254498,0.00021698003,0.0011968389,0.0007050755,0.00016907313,0.8569834],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980509,0.0001333809,0.00018436792,0.00072203466,0.00056150876,0.00034776996],"domain_scores_gemma":[0.9981742,0.000052638126,0.00051466713,0.00078914466,0.00035281514,0.00011651561],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026267875,0.00033631388,0.00040437316,0.0005550576,0.0002131803,0.000068598485,0.0010679247,0.00040473157,0.00011407386],"category_scores_gemma":[0.00001817725,0.00040402904,0.0002641749,0.0005019575,0.000050756364,0.00083809294,0.000110114845,0.00041099126,0.0004245744],"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":[0.007004446,0.00239792,0.00031477242,0.014993105,0.00085898483,0.00068686454,0.30370378,0.05235256,0.4714505,0.0010365291,0.01941107,0.12578945],"study_design_scores_gemma":[0.009547075,0.00263564,0.0057499767,0.0019797685,0.00028891562,0.000016733995,0.028819231,0.7147058,0.22414826,0.0003468369,0.0087857405,0.0029760282],"about_ca_topic_score_codex":0.0062449565,"about_ca_topic_score_gemma":0.0072438377,"teacher_disagreement_score":0.8541176,"about_ca_system_score_codex":0.0002422942,"about_ca_system_score_gemma":0.00024840864,"threshold_uncertainty_score":0.99984115},"labels":[],"label_agreement":null},{"id":"W2965587560","doi":"","title":"End-to-end Neural Information Retrieval","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Topic Modeling","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":"University of Waterloo","keywords":"Information retrieval; End-to-end principle; Computer science; Artificial neural network; Artificial intelligence","score_opus":0.010519293261457988,"score_gpt":0.19852714659480175,"score_spread":0.18800785333334377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965587560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98473734,0.00002095357,0.010874378,0.0012146943,0.0012541033,0.00032499662,0.000016529326,0.00011989675,0.0014371328],"genre_scores_gemma":[0.54783505,0.000029039937,0.030283727,0.00018777797,0.000075755604,2.8304453e-7,0.00054657034,0.00002182993,0.42101994],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987646,0.000037767863,0.00015319095,0.00031218043,0.00047467873,0.0002575883],"domain_scores_gemma":[0.99879736,0.000026015085,0.00024519587,0.00060978765,0.00021575531,0.00010585944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015457929,0.00018737128,0.00028356077,0.0004190236,0.000117797696,0.00007865397,0.0011482342,0.00022375252,0.00009430975],"category_scores_gemma":[0.000017144228,0.00022722609,0.00012470027,0.0003040007,0.000017722705,0.0014827905,0.00020613453,0.00024423967,0.00036669688],"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":[0.000485395,0.000077046345,0.0005788544,0.0009811072,0.00017674864,0.000053732645,0.8079677,0.0055005085,0.00458533,0.012938207,0.0040327413,0.16262259],"study_design_scores_gemma":[0.00520614,0.0013245998,0.03341394,0.0010419531,0.00036158765,0.00003382401,0.28153887,0.6353951,0.011475102,0.0012374232,0.025160545,0.0038108802],"about_ca_topic_score_codex":0.008004933,"about_ca_topic_score_gemma":0.0023880068,"teacher_disagreement_score":0.6298946,"about_ca_system_score_codex":0.000088836125,"about_ca_system_score_gemma":0.00012291029,"threshold_uncertainty_score":0.99860084},"labels":[],"label_agreement":null},{"id":"W2966176810","doi":"","title":"Validating CloudSat-CPR retrievals for the estimation of snow accumulation in the Canadian Arctic","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","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":"Snow; Arctic; Environmental science; Climatology; The arctic; Estimation; Remote sensing; Physical geography; Meteorology; Geography; Oceanography; Geology; Engineering; Systems engineering","score_opus":0.03657689356537947,"score_gpt":0.23910429254194399,"score_spread":0.20252739897656452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966176810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968932,0.00019088187,0.000054120577,0.0015308046,0.00031289132,0.00066292693,0.00015652628,0.000004692374,0.0001939217],"genre_scores_gemma":[0.98740524,0.0000679991,0.0007854576,0.000033412904,0.000024118606,2.9528857e-7,0.0013889004,0.0000034483871,0.010291126],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992938,0.000050736806,0.00013081267,0.00014646898,0.00021379221,0.00016439206],"domain_scores_gemma":[0.9988002,0.0005829341,0.00025163963,0.00019199745,0.00014741853,0.000025781419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041588707,0.00010133474,0.00018485534,0.00006710566,0.00039609996,0.00002530307,0.00030681703,0.00011388639,0.00022833815],"category_scores_gemma":[0.0001491033,0.00007601743,0.00008693588,0.0002954179,0.000043415468,0.00012470286,0.0000050215426,0.00012106599,0.000010023346],"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":[0.0003840898,0.00003870789,0.29065174,0.0010280253,0.0002655654,0.0000046409996,0.38922405,0.21393867,0.000031268035,0.00090030464,0.0025899939,0.10094295],"study_design_scores_gemma":[0.00024322083,0.00006547361,0.7955279,0.00011227784,0.00011119857,3.8922943e-7,0.1430192,0.060129892,0.000018095547,0.0002481631,0.0004191163,0.0001050931],"about_ca_topic_score_codex":0.8997237,"about_ca_topic_score_gemma":0.9908259,"teacher_disagreement_score":0.50487614,"about_ca_system_score_codex":0.000029365823,"about_ca_system_score_gemma":0.00015461087,"threshold_uncertainty_score":0.30999008},"labels":[],"label_agreement":null},{"id":"W2966654119","doi":"","title":"Drinking Water Softening/Scale Prevention Technology Assessment and Performance of Template Assisted Crystallization","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Calcium Carbonate Crystallization and Inhibition","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Crystallization; Softening; Scale (ratio); Water softening; Materials science; Engineering; Chemical engineering; Geography; Composite material; Cartography","score_opus":0.01072508073800096,"score_gpt":0.22681703345536097,"score_spread":0.21609195271736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966654119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982672,0.000033526212,0.00043994424,0.000107647764,0.00026130918,0.0003595471,0.000017843002,0.00007524197,0.0004377375],"genre_scores_gemma":[0.94167674,0.000118629185,0.0023334296,0.0000038720054,0.000011021598,0.0000011632823,0.0010220766,0.000024918065,0.05480814],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987365,0.000058683967,0.0002664893,0.00038568705,0.00033039026,0.0002222306],"domain_scores_gemma":[0.99890786,0.00001159113,0.00045630938,0.0002390781,0.00034246242,0.000042701624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023410097,0.00020686298,0.00041159827,0.0004718605,0.00015996797,0.000029246023,0.00018508337,0.00038216694,0.00046018156],"category_scores_gemma":[0.0000041340572,0.00021173975,0.00008645486,0.00019336132,0.00012365392,0.00038822394,0.00009496336,0.00014988804,0.000014139736],"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":[0.00015904552,0.00006302032,0.001971812,0.0007719992,0.000022959211,0.000002129166,0.008903434,0.00016224115,0.9868385,0.00014213024,0.00003202646,0.0009306842],"study_design_scores_gemma":[0.0022138287,0.0009738431,0.025919367,0.0019921984,0.00038118186,0.000018048666,0.05935319,0.006314776,0.9014362,0.00027612285,0.00032763992,0.00079358625],"about_ca_topic_score_codex":0.00052190415,"about_ca_topic_score_gemma":0.0016497773,"teacher_disagreement_score":0.0854023,"about_ca_system_score_codex":0.00009835788,"about_ca_system_score_gemma":0.00007972866,"threshold_uncertainty_score":0.86344963},"labels":[],"label_agreement":null},{"id":"W2967097710","doi":"","title":"Applications of Stochastic Gradient Descent to Nonnegative Matrix Factorization","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Non-negative matrix factorization; Stochastic gradient descent; Nonnegative matrix; Mathematics; Gradient descent; Matrix decomposition; Applied mathematics; Computer science; Artificial intelligence; Physics; Symmetric matrix","score_opus":0.0074627648950094895,"score_gpt":0.20494548891774747,"score_spread":0.19748272402273798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967097710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8744451,0.000094670715,0.123481005,0.000032562453,0.00029080795,0.000977096,0.00008690232,0.00023873524,0.00035314314],"genre_scores_gemma":[0.97413605,0.000033487093,0.0033091751,0.000001721596,0.00001846483,0.0000018568405,0.00033626132,0.00003313446,0.022129849],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993832,0.000013044579,0.0001125603,0.00018416058,0.00016893822,0.00013809162],"domain_scores_gemma":[0.99933213,0.000020992584,0.00012057757,0.00026913482,0.00020146812,0.00005566815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026421209,0.00016843659,0.00029554212,0.0003071424,0.00004420575,0.0000064394167,0.00021826915,0.00015394116,0.000028983191],"category_scores_gemma":[0.000003910796,0.00021045358,0.00008913797,0.00021968925,0.000020728403,0.00006584326,0.000027281032,0.00011758001,0.000032112282],"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":[0.0004922695,0.00040986692,0.0003222292,0.0028220136,0.0011535739,0.000014932368,0.442628,0.15753104,0.3521257,0.0045148027,0.0071889963,0.030796604],"study_design_scores_gemma":[0.0025874886,0.001298504,0.011719164,0.0056479154,0.0018474229,0.0000069421512,0.37171784,0.06846444,0.5261583,0.0027078544,0.0038855772,0.0039585712],"about_ca_topic_score_codex":0.002521364,"about_ca_topic_score_gemma":0.0019299925,"teacher_disagreement_score":0.17403258,"about_ca_system_score_codex":0.00009168527,"about_ca_system_score_gemma":0.000023317767,"threshold_uncertainty_score":0.8582048},"labels":[],"label_agreement":null},{"id":"W2967236160","doi":"","title":"Control techniques in spin based quantum computation","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Information and Cryptography","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":"University of Waterloo","keywords":"Quantum control; Quantum computer; Computation; Quantum; Physics; Spin (aerodynamics); Computer science; Quantum mechanics; Theoretical physics; Algorithm","score_opus":0.006891575349664804,"score_gpt":0.208186227451543,"score_spread":0.2012946521018782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967236160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87253785,0.00004511095,0.123052746,0.0010905802,0.000521396,0.0008015786,0.00002220804,0.0003148034,0.0016137222],"genre_scores_gemma":[0.9757364,0.000022639135,0.015752139,0.00014856907,0.000010952342,0.0000013572915,0.00035136924,0.000016022912,0.007960557],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988698,0.000078298544,0.00020622951,0.00029230496,0.00033276912,0.0002206488],"domain_scores_gemma":[0.9990048,0.00004282117,0.00037621096,0.00032823827,0.00019060187,0.00005735203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022361138,0.00020202521,0.0003692774,0.00094131666,0.00007697454,0.000050916675,0.0007158308,0.00025744177,0.000035216228],"category_scores_gemma":[0.0000060939046,0.00024012105,0.0001753967,0.00051361485,0.000038938993,0.000649517,0.00003370021,0.00023093824,0.00007861018],"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":[0.0020110633,0.0016512084,0.010717014,0.005998744,0.00051527255,0.000254497,0.44114584,0.0067470567,0.018799685,0.31688085,0.016448926,0.17882986],"study_design_scores_gemma":[0.0042021275,0.0006518717,0.027795287,0.0009484425,0.00007245807,0.0000027647068,0.045769416,0.9088226,0.0065687853,0.0023306643,0.0016147451,0.0012208297],"about_ca_topic_score_codex":0.0059530493,"about_ca_topic_score_gemma":0.0037209678,"teacher_disagreement_score":0.9020755,"about_ca_system_score_codex":0.000057640158,"about_ca_system_score_gemma":0.00013854398,"threshold_uncertainty_score":0.9791852},"labels":[],"label_agreement":null},{"id":"W2970965204","doi":"","title":"A Window into October: Examining the Framing of the October Crisis of 1970 in Canada's English-Language Newspapers","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Media Studies and Communication","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":"University of Waterloo","keywords":"Newspaper; Framing (construction); Political science; Media studies; English language; Window (computing); History; Linguistics; Sociology; Computer science","score_opus":0.009617827677087605,"score_gpt":0.21735853935982677,"score_spread":0.20774071168273917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970965204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99268764,0.00054923195,3.0067588e-7,0.0016927115,0.0004258574,0.0003369472,0.000012097845,0.000005909673,0.0042892955],"genre_scores_gemma":[0.97626686,0.00051453855,0.00007959288,0.00003141384,0.000025105866,7.778574e-7,0.000022803733,0.000009349222,0.023049533],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985784,0.0003115086,0.00017881008,0.00018256802,0.00053496036,0.00021372575],"domain_scores_gemma":[0.99844575,0.0002854197,0.00050080335,0.00051880046,0.00021120485,0.000038043938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041965226,0.0001363173,0.00036412932,0.00009414726,0.0003336357,0.000008138765,0.001064791,0.00015215104,0.00008698679],"category_scores_gemma":[0.0001672716,0.00011021447,0.00011223247,0.00039082335,0.00017911362,0.000097551965,0.00016376184,0.00029797808,9.228239e-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":[0.000031006595,0.000016793352,0.012609184,0.00010753426,0.000061585444,0.0000011723747,0.9820422,0.000024206009,0.0003941566,0.00022005591,0.00050382555,0.003988262],"study_design_scores_gemma":[0.0002217258,0.000017243852,0.03357528,0.00022571118,0.00007432638,3.2300722e-8,0.9643041,0.000014229913,0.00028380787,0.000013741813,0.0011618664,0.00010796486],"about_ca_topic_score_codex":0.9971011,"about_ca_topic_score_gemma":0.9994577,"teacher_disagreement_score":0.0209661,"about_ca_system_score_codex":0.00027186403,"about_ca_system_score_gemma":0.00089147006,"threshold_uncertainty_score":0.44944155},"labels":[],"label_agreement":null},{"id":"W2971031665","doi":"","title":"A Cloud-Based Architecture for BIM as an Asset for Project Management","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"BIM and Construction 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":"Cloud computing; Architecture; Asset management; Systems engineering; Engineering management; Asset (computer security); Computer science; Engineering; Data science; Software engineering; Construction engineering; Business; Operating system; Computer security; Geography; Finance","score_opus":0.008258892364082398,"score_gpt":0.20875585355414897,"score_spread":0.20049696119006657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971031665","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":[0.9762096,0.000064426444,0.017175427,0.00015844319,0.0016864288,0.0026752972,0.0004656347,0.00028588908,0.0012788605],"genre_scores_gemma":[0.16309102,0.000096208016,0.077285126,0.00006390818,0.00036617607,0.00008506968,0.0161853,0.00025434105,0.74257284],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9993455,0.000013565826,0.000090015536,0.00024592932,0.00012497373,0.00018005927],"domain_scores_gemma":[0.99952435,0.00002081851,0.00008322368,0.00022008014,0.00011457967,0.00003691892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058921443,0.00020008904,0.00024089745,0.00032338948,0.000091404596,0.000022769043,0.00019689948,0.00025173966,0.000033271102],"category_scores_gemma":[0.0000024608041,0.00022862741,0.0001842692,0.00010424548,0.000019166664,0.000099278725,0.0000061407573,0.000120653014,0.000008935801],"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":[0.012390884,0.00064179074,0.00024899436,0.050597135,0.004336274,0.00003773946,0.2563455,0.051967554,0.01798317,0.07432102,0.08817251,0.4429574],"study_design_scores_gemma":[0.011662653,0.003417345,0.00089447753,0.0017754309,0.0023274845,0.0000108502745,0.63777566,0.12822476,0.027510842,0.007415706,0.17588286,0.0031019377],"about_ca_topic_score_codex":0.0012569467,"about_ca_topic_score_gemma":0.012231513,"teacher_disagreement_score":0.8131186,"about_ca_system_score_codex":0.000065047534,"about_ca_system_score_gemma":0.000050421393,"threshold_uncertainty_score":0.9323155},"labels":[],"label_agreement":null},{"id":"W2971979365","doi":"","title":"Gender Differences in Chronic Disease Risk Behaviours and their Association with Body Mass Index: Cross-sectional and Longitudinal Multilevel Analyses Among a Large Sample of Youth.","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Obesity, Physical Activity, Diet","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":"University of Waterloo","keywords":"Body mass index; Association (psychology); Cross-sectional study; Psychology; Multilevel model; Index (typography); Sample (material); Clinical psychology; Medicine; Demography; Gerontology; Statistics; Internal medicine; Mathematics; Sociology; Computer science; Pathology","score_opus":0.028655804209928856,"score_gpt":0.2702081987245297,"score_spread":0.24155239451460087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971979365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982809,0.00006962749,0.000032907443,0.000010883567,0.000048676582,0.00037530417,0.0011546038,0.000015979655,0.000011149964],"genre_scores_gemma":[0.99523276,0.00008134208,0.000045837558,0.0000010240656,0.000026444102,8.471347e-7,0.0009341733,0.000018665502,0.0036589073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986547,0.00008393533,0.00014200223,0.00045924913,0.00040929622,0.00025076576],"domain_scores_gemma":[0.99879485,0.00013982967,0.00050388905,0.00018858002,0.00023333238,0.0001395133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015616739,0.00025957447,0.00063568115,0.0002978668,0.00011849886,0.000023984714,0.00009763226,0.00025024955,0.000034398927],"category_scores_gemma":[0.00004413723,0.00023168113,0.00012498589,0.00014697117,0.00014425839,0.0002720875,0.000058651633,0.00038789134,7.788453e-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":[0.0005601406,0.0007920821,0.9875238,0.0004657862,0.00037226122,0.0000086080245,0.009821104,0.000017421688,0.00038794833,0.00001085346,0.0000015490216,0.00003843214],"study_design_scores_gemma":[0.0022532067,0.00027009976,0.9765501,0.00020590686,0.00065933017,3.4597718e-7,0.017740607,0.0017630237,0.00026437902,0.00007864593,1.1493501e-7,0.00021421754],"about_ca_topic_score_codex":0.06124027,"about_ca_topic_score_gemma":0.055744648,"teacher_disagreement_score":0.01097369,"about_ca_system_score_codex":0.00027653805,"about_ca_system_score_gemma":0.00016594479,"threshold_uncertainty_score":0.96148556},"labels":[],"label_agreement":null},{"id":"W2972292487","doi":"","title":"Autonomous Vehicles: Understanding Adoption Potential in the Greater Toronto and Hamilton Area","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Transportation and Mobility Innovations","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Transport engineering; Engineering; Geography","score_opus":0.015219486642858987,"score_gpt":0.1873374349330384,"score_spread":0.1721179482901794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972292487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99815756,0.00006810057,0.00033945366,0.00008370139,0.00020287969,0.00025853634,0.00002944346,0.00005981172,0.0008005403],"genre_scores_gemma":[0.98582494,0.00015527067,0.0001232173,0.000008693173,0.000008922205,6.766554e-7,0.0004507069,0.0000143125835,0.013413281],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99946135,0.000016574171,0.00010796591,0.00015444236,0.00012857988,0.00013108885],"domain_scores_gemma":[0.99972904,0.000011489179,0.000049609982,0.00015456916,0.000034075605,0.000021209531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081010374,0.00013651187,0.00016954158,0.00011716336,0.00007113838,0.000020188656,0.000121933626,0.00017750208,0.00007244595],"category_scores_gemma":[7.506611e-7,0.0001407893,0.00005243371,0.00009247457,0.000030670744,0.00022365781,0.0000035950106,0.00014888887,0.000005615958],"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":[0.00019938528,0.00008822879,0.0039385236,0.0012323419,0.00022685493,0.000046841506,0.9657931,0.010346199,0.011199972,0.00431034,0.0007345552,0.0018836705],"study_design_scores_gemma":[0.00095808477,0.00006721137,0.19451234,0.00019808895,0.000154449,0.000002547937,0.7971489,0.006058099,0.00018534686,0.00011324407,0.00025161737,0.00035006073],"about_ca_topic_score_codex":0.010133712,"about_ca_topic_score_gemma":0.12621982,"teacher_disagreement_score":0.19057381,"about_ca_system_score_codex":0.0001952296,"about_ca_system_score_gemma":0.000018270255,"threshold_uncertainty_score":0.9964579},"labels":[],"label_agreement":null},{"id":"W2972451304","doi":"","title":"Equilibrium Phase Behaviour of Liquid Crystalline Polymer Brushes","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Compute Canada","keywords":"Materials science; Polymer; Phase (matter); Polymer science; Composite material; Chemistry; Organic chemistry","score_opus":0.015075870892776613,"score_gpt":0.2525127172187657,"score_spread":0.2374368463259891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972451304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996269,0.0009203415,0.000010730246,0.00026435583,0.0011553756,0.00025731532,0.00043507153,0.00007532453,0.0006125007],"genre_scores_gemma":[0.61742485,0.00006123168,0.00025570864,0.000007944064,0.000026485006,4.2367017e-7,0.00021985061,0.00003071901,0.3819728],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982525,0.00008464311,0.00031523767,0.00049457705,0.0004972414,0.00035578897],"domain_scores_gemma":[0.9982101,0.00007058881,0.00078035507,0.0005107272,0.00033172534,0.000096559386],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015872151,0.00033950526,0.0008093532,0.0003058522,0.00008469876,0.000020683607,0.0005846518,0.00027491266,0.0025139134],"category_scores_gemma":[0.000016735587,0.00038464504,0.0002868991,0.00016954054,0.00018746757,0.00046435723,0.00016657842,0.00020269738,0.00027573472],"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":[0.0015666133,0.00026420585,0.00016081012,0.0002885084,0.00010142706,0.000018563427,0.03663193,0.000012452479,0.9597415,0.000018411554,0.0010408497,0.00015476363],"study_design_scores_gemma":[0.0011065144,0.0005590897,0.0003454811,0.00028442108,0.0002803885,0.0000028927743,0.08922946,0.00003282947,0.90756536,0.0000034307905,0.00023166809,0.0003584398],"about_ca_topic_score_codex":0.0408274,"about_ca_topic_score_gemma":0.008315714,"teacher_disagreement_score":0.38136026,"about_ca_system_score_codex":0.00006524349,"about_ca_system_score_gemma":0.0001456922,"threshold_uncertainty_score":0.9998605},"labels":[],"label_agreement":null},{"id":"W2972888533","doi":"","title":"Using AASHTOWare Pavement ME Design Tools to Evaluate Flood Impact on Concrete Pavement Performance","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geotechnical and construction materials studies","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":"Engineering; Civil engineering; Flood myth; Pavement engineering; Geotechnical engineering; Geography; Cartography; Asphalt; Archaeology","score_opus":0.031797684145674715,"score_gpt":0.23173460540600466,"score_spread":0.19993692126032994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972888533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99796146,0.000057822628,0.00019564113,0.00004764718,0.0006841189,0.00070676865,0.00011171957,0.00013570616,0.00009911138],"genre_scores_gemma":[0.9737858,0.0002266729,0.0028352162,0.000017713688,0.000062918065,0.00000377066,0.00020875291,0.00004127979,0.022817876],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987468,0.00004825387,0.00018867484,0.000308494,0.00036072734,0.0003470298],"domain_scores_gemma":[0.9993473,0.000027943073,0.00011825518,0.0002588713,0.0001466823,0.00010093027],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016816598,0.0003694654,0.00054349325,0.00016619182,0.00014856714,0.000034619334,0.00025392548,0.00019516643,0.0006189154],"category_scores_gemma":[0.000004510514,0.00033498037,0.00016889737,0.00013834094,0.000023025521,0.00014468706,0.000062923966,0.0001678787,0.00021584106],"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":[0.0006631967,0.000028065757,0.00023130262,0.0015647716,0.0011870385,0.00001945148,0.02491982,0.43002683,0.5291855,0.000029455963,0.0010597245,0.011084877],"study_design_scores_gemma":[0.005880788,0.0053136195,0.029681642,0.00597726,0.0024294874,0.000017355,0.1821483,0.13597979,0.62633127,0.000083197316,0.0010347776,0.005122518],"about_ca_topic_score_codex":0.0018083119,"about_ca_topic_score_gemma":0.000320288,"teacher_disagreement_score":0.29404706,"about_ca_system_score_codex":0.00025915468,"about_ca_system_score_gemma":0.00004335738,"threshold_uncertainty_score":0.99991024},"labels":[],"label_agreement":null},{"id":"W2973225772","doi":"","title":"Health and Economic Impact of Treatment-based Strategies on Chronic Hepatitis B in Ontario","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hepatitis B Virus 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":"Chronic hepatitis; Medicine; Political science; Virology; Economic growth; Development economics; Economics","score_opus":0.015467640106183936,"score_gpt":0.2537372462814675,"score_spread":0.23826960617528356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973225772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980525,0.0003697593,3.4514346e-7,0.00016482486,0.00008714289,0.00057284045,0.000104001956,0.00001349611,0.0006350959],"genre_scores_gemma":[0.9435049,0.0014166393,0.000083227234,0.0000066181874,0.000009689417,7.129086e-7,0.000653939,0.000019266641,0.05430499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991615,0.00004799468,0.00016512413,0.000292329,0.00010131803,0.00023172448],"domain_scores_gemma":[0.99929136,0.000043346387,0.00028627328,0.0002374276,0.000043923388,0.00009769354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006237917,0.00024669946,0.0009278136,0.00038356124,0.000051508403,0.0000064843803,0.00006733561,0.00015990052,0.0002264376],"category_scores_gemma":[0.0000037954815,0.00024740442,0.0001843723,0.000049668743,0.00007361598,0.000097439486,0.000012791844,0.00016977622,0.000025419276],"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":[0.001296614,0.00016354221,0.86922,0.0012397688,0.00053585565,0.000041623243,0.12206445,0.0005785321,0.00032903376,0.00005629522,0.00027213802,0.004202151],"study_design_scores_gemma":[0.0034163047,0.012201582,0.9619228,0.0014579697,0.00013395575,0.0000016786018,0.019982647,0.0003633441,0.00020101904,0.000010127655,0.000086101776,0.00022244031],"about_ca_topic_score_codex":0.99356896,"about_ca_topic_score_gemma":0.9990413,"teacher_disagreement_score":0.1020818,"about_ca_system_score_codex":0.005748087,"about_ca_system_score_gemma":0.005776169,"threshold_uncertainty_score":0.9999978},"labels":[],"label_agreement":null},{"id":"W2973463480","doi":"","title":"Evaluation of a Regional Behavioural Support Program","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Psychology; Geography","score_opus":0.07000707323603478,"score_gpt":0.35839734750458124,"score_spread":0.28839027426854646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973463480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99399054,0.00011460252,7.270897e-7,0.00043283837,0.0012423965,0.001491083,0.00005800652,0.000052431893,0.0026173887],"genre_scores_gemma":[0.50440097,0.00005813387,0.00041531428,0.00000632831,0.0000575213,0.000004994296,0.0030111521,0.000028034805,0.49201757],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978843,0.00033417376,0.00024036966,0.00028284974,0.00096997217,0.00028833718],"domain_scores_gemma":[0.9972279,0.000053947453,0.00071111816,0.00032617885,0.0016103105,0.00007052633],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008450122,0.00017705704,0.00047550083,0.0003090636,0.0002142588,0.0000030595736,0.00024244792,0.0005225964,0.0017251611],"category_scores_gemma":[0.000025377247,0.00019841615,0.00022535419,0.00019795563,0.00005893265,0.00013061074,0.000035734065,0.0003811022,0.00013732965],"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":[0.0011515163,0.000591003,0.015181523,0.0024261489,0.00038835546,0.000010811804,0.8166602,0.000014555209,0.0013932338,0.00016406851,0.07208281,0.089935765],"study_design_scores_gemma":[0.0026818991,0.0007810097,0.15603948,0.00080292294,0.002293869,0.0000012368735,0.8348526,0.00015072043,0.00016637347,0.00015939059,0.0017219095,0.00034860853],"about_ca_topic_score_codex":0.054773975,"about_ca_topic_score_gemma":0.044407763,"teacher_disagreement_score":0.48958957,"about_ca_system_score_codex":0.00023434224,"about_ca_system_score_gemma":0.0011853293,"threshold_uncertainty_score":0.9991874},"labels":[],"label_agreement":null},{"id":"W2976740780","doi":"","title":"Real-time 3D surface-shape measurement using fringe projection and system-geometry constraints","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; University of Waterloo","keywords":"Geometry; Structured-light 3D scanner; Projection (relational algebra); Surface (topology); Computer science; Computer vision; Artificial intelligence; Mathematics; Algorithm","score_opus":0.031099172761326736,"score_gpt":0.2241432546174389,"score_spread":0.19304408185611216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976740780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99227977,0.00005936288,0.0014131408,0.0000707657,0.0004045868,0.0006384214,0.000009758626,0.0003048413,0.004819372],"genre_scores_gemma":[0.91005105,0.0001227741,0.06204477,0.0000055983573,0.000032762004,6.6085767e-7,0.000042501546,0.000034519373,0.027665395],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981712,0.000096168056,0.00019095383,0.00055727095,0.00068581855,0.0002985725],"domain_scores_gemma":[0.9986235,0.000020586705,0.00032346993,0.00039561922,0.0005407189,0.000096104755],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005524791,0.00028205704,0.00048083926,0.00033949479,0.00016818047,0.00009283995,0.00056142674,0.00030436434,0.000054873635],"category_scores_gemma":[0.000016881973,0.00031186105,0.00010423292,0.00026647534,0.00009798696,0.0005586719,0.00013859024,0.0002267723,0.000043512606],"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":[0.00031061377,0.00028578457,0.0012684453,0.0045931754,0.00057499344,0.00005557933,0.05157989,0.000028003706,0.911798,0.004759389,0.0006667943,0.024079362],"study_design_scores_gemma":[0.005194567,0.0045223986,0.014150292,0.02272095,0.00171358,0.00009621067,0.242764,0.50396246,0.19825892,0.00033618713,0.0002686517,0.0060117757],"about_ca_topic_score_codex":0.007647822,"about_ca_topic_score_gemma":0.00039550068,"teacher_disagreement_score":0.71353906,"about_ca_system_score_codex":0.0003510106,"about_ca_system_score_gemma":0.00016643702,"threshold_uncertainty_score":0.99993336},"labels":[],"label_agreement":null},{"id":"W2979629271","doi":"","title":"How do Syrian refugee women seek and find work? A feminist grounded analysis of work integration experiences in Canada","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Work (physics); Grounded theory; Refugee; Syrian refugees; Gender studies; Sociology; Political science; Engineering; Qualitative research; Social science; Mechanical engineering; Law","score_opus":0.010919028675672853,"score_gpt":0.2277412515741115,"score_spread":0.21682222289843864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979629271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983284,0.00022327312,0.0000056202216,0.00029720136,0.00035962678,0.00029071703,0.000046595345,0.00000800963,0.00044055193],"genre_scores_gemma":[0.8973231,0.000038057096,0.00008991448,0.000015535761,0.000010349511,0.0000043960454,0.0004753696,0.00001034342,0.10203295],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986276,0.00013600747,0.00022072715,0.0004362696,0.00026496747,0.00031444276],"domain_scores_gemma":[0.99889356,0.000080638165,0.00047224248,0.00032495972,0.00010255688,0.00012604186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018185051,0.00021318371,0.00065611274,0.0006794786,0.00009555993,0.000028874443,0.00023844818,0.0002656321,0.00045231957],"category_scores_gemma":[0.000011058678,0.00023490316,0.000085707245,0.0011456619,0.000069000125,0.00012957645,0.000016854125,0.00022650676,0.0000029601472],"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":[0.0008354498,0.000050364786,0.049507454,0.00013899134,0.0003994892,0.000016548764,0.9421963,0.000006685382,0.000020354173,0.00019871371,0.00048346553,0.0061461567],"study_design_scores_gemma":[0.00040686593,0.00007273367,0.27121168,0.00010101981,0.00015868824,3.2180242e-7,0.7276847,0.000017984543,0.000013183806,0.000012789501,0.00016805026,0.00015198528],"about_ca_topic_score_codex":0.9246335,"about_ca_topic_score_gemma":0.9959901,"teacher_disagreement_score":0.22170424,"about_ca_system_score_codex":0.0003507015,"about_ca_system_score_gemma":0.00040435867,"threshold_uncertainty_score":0.95790726},"labels":[],"label_agreement":null},{"id":"W2979743168","doi":"","title":"Our Common Principles: Exploring Harm Reduction Based Drug Policy as an Avenue for Sustainable Development in Urban Contexts","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Harm reduction; Environmental planning; Reduction (mathematics); Sustainable development; Harm; Drug; Political science; Medicine; Geography; Pharmacology; Law; Public health; Nursing","score_opus":0.07196098892661036,"score_gpt":0.3509482447636091,"score_spread":0.27898725583699874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979743168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99318653,0.000055415567,0.0000058469277,0.002141892,0.00062748895,0.0032263398,0.000021156051,0.000077716846,0.00065761304],"genre_scores_gemma":[0.52215326,0.0000606524,0.0013545274,0.000116612464,0.000100279874,0.00006657174,0.0019377642,0.000054090306,0.47415623],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99749875,0.00039791912,0.0004703187,0.0004350982,0.0003211205,0.0008768223],"domain_scores_gemma":[0.99786973,0.00011859761,0.00061474484,0.0005409607,0.0005736889,0.00028225503],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010561849,0.0003206192,0.00066126883,0.0010635025,0.0013315238,0.000014625637,0.00049846404,0.0003951022,0.000052587475],"category_scores_gemma":[0.00009685146,0.00040555315,0.000098922406,0.00035527803,0.000022485918,0.0004484154,0.00014340425,0.0008878723,0.00009302617],"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":[0.0018387374,0.0002623295,0.0063935206,0.00724791,0.00004188017,0.000021945907,0.977456,0.000049776885,0.00007043066,0.0016287795,0.0020017885,0.0029869517],"study_design_scores_gemma":[0.002667245,0.00014429682,0.035218105,0.0015834965,0.000028150269,4.20537e-7,0.92209923,0.00009498061,0.00031394773,0.00017175285,0.037282154,0.0003962206],"about_ca_topic_score_codex":0.15340301,"about_ca_topic_score_gemma":0.14247824,"teacher_disagreement_score":0.47349864,"about_ca_system_score_codex":0.0019329893,"about_ca_system_score_gemma":0.005353142,"threshold_uncertainty_score":0.9999686},"labels":[],"label_agreement":null},{"id":"W2979957059","doi":"","title":"Knowledge, Justice, and Subjects with Cognitive or Developmental Disability","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Autism Spectrum Disorder Research","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":"University of Waterloo; Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Cognition; Economic Justice; Psychology; Developmental psychology; Cognitive psychology; Political science; Psychiatry; Law","score_opus":0.024375150530774162,"score_gpt":0.2636634738683674,"score_spread":0.23928832333759326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979957059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935958,0.000050153612,0.000004853258,0.00032066667,0.00011119765,0.0007573658,0.00008042648,0.00005415531,0.005025374],"genre_scores_gemma":[0.6933196,0.00012783345,0.00013998632,0.000009000866,0.000007216707,9.613166e-7,0.000073499985,0.000027386557,0.3062945],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981742,0.00014011055,0.00010386704,0.0007700527,0.00040964462,0.00040211668],"domain_scores_gemma":[0.99913496,0.00031677273,0.00015702119,0.00019806178,0.000055783865,0.00013739543],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010446725,0.00029118804,0.00040982332,0.00018425492,0.0003258153,0.000036960537,0.0003602375,0.00020376602,0.0004560313],"category_scores_gemma":[0.00010700142,0.00026701944,0.000054929944,0.00041635524,0.0005495015,0.00036210538,0.00017268184,0.00038187177,0.00020539731],"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":[0.020210776,0.0023207644,0.023505095,0.0118269175,0.00033965943,0.0007153683,0.8838182,0.0000046664036,0.030607216,0.0043034307,0.0006590354,0.02168884],"study_design_scores_gemma":[0.005884075,0.0015911724,0.17110422,0.0013108782,0.00081540586,0.000067577406,0.75019264,0.0002392673,0.066630796,0.00027387557,0.00034964766,0.0015404294],"about_ca_topic_score_codex":0.004366134,"about_ca_topic_score_gemma":0.07599631,"teacher_disagreement_score":0.3012691,"about_ca_system_score_codex":0.00013655704,"about_ca_system_score_gemma":0.00041395827,"threshold_uncertainty_score":0.9999782},"labels":[],"label_agreement":null},{"id":"W2980103564","doi":"","title":"A walk through quantum noise: a study of error signatures and characterization methods","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Information and Cryptography","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":"Army Research Office; Natural Sciences and Engineering Research Council of Canada; Government of Ontario; Canada First Research Excellence Fund; Industry Canada; Government of Canada; Canadian Institute for Advanced Research","keywords":"Characterization (materials science); Noise (video); Computer science; Statistical physics; Physics; Artificial intelligence; Optics","score_opus":0.01749454305337609,"score_gpt":0.2641186785060885,"score_spread":0.24662413545271242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980103564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871521,0.0000669838,0.011444583,0.00015019147,0.00038517202,0.00052554207,0.00001620715,0.000061982064,0.00019723459],"genre_scores_gemma":[0.949659,0.000176813,0.02672866,0.000053783962,0.000016271948,0.0000017372663,0.0004136276,0.00002505667,0.022925032],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99876744,0.0001619349,0.00022068887,0.00033882458,0.00033763397,0.00017348415],"domain_scores_gemma":[0.99857247,0.000045901732,0.00061625184,0.00046064082,0.00025265635,0.000052096962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022443951,0.00022149489,0.00046841876,0.0004163788,0.0001294397,0.000043813372,0.00066599884,0.00022972106,0.000033273],"category_scores_gemma":[0.00000858655,0.00023391946,0.00012103655,0.0004819836,0.000049384467,0.0010117602,0.00012882432,0.00020600086,0.000008299911],"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":[0.00022179121,0.00043989113,0.0006301586,0.0008502342,0.00026842556,0.000007670968,0.9342233,0.000029127012,0.03480803,0.015487812,0.00016694258,0.012866602],"study_design_scores_gemma":[0.0040013194,0.0022968985,0.14251016,0.0005176672,0.00040117287,0.000005258603,0.79077446,0.047755342,0.007693658,0.001388424,0.0013863948,0.0012692321],"about_ca_topic_score_codex":0.0032700913,"about_ca_topic_score_gemma":0.0009997125,"teacher_disagreement_score":0.14344884,"about_ca_system_score_codex":0.000015466507,"about_ca_system_score_gemma":0.000059052414,"threshold_uncertainty_score":0.9538959},"labels":[],"label_agreement":null},{"id":"W2980712224","doi":"","title":"Hardware Implementation of Barrett Reduction Exploiting Constant Multiplication","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptography and Residue Arithmetic","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; National Institute of Standards and Technology; University of Waterloo","keywords":"Multiplication (music); Reduction (mathematics); Constant (computer programming); Computer science; Arithmetic; Mathematics; Programming language","score_opus":0.010886985947872269,"score_gpt":0.22535632500214484,"score_spread":0.21446933905427257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980712224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994611,0.0001893661,0.0037304652,0.00028547907,0.00048214154,0.00043155914,0.000030087851,0.00006546309,0.00017441616],"genre_scores_gemma":[0.975037,0.000165222,0.013927524,0.000003630702,0.000022386765,0.0000011042897,0.00041399375,0.0000143471525,0.010414784],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988857,0.00006210786,0.00019325907,0.0003823889,0.00030156653,0.00017497082],"domain_scores_gemma":[0.99860775,0.0000283219,0.0005606466,0.0004235368,0.0003317842,0.000047928166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471736,0.00015907043,0.00028326677,0.0004051519,0.00013906798,0.000024715964,0.00051069673,0.00016080098,0.00004854833],"category_scores_gemma":[0.000005394013,0.00018910263,0.00017672194,0.0003673515,0.000058051923,0.00050679006,0.000069628724,0.00014140138,0.000013381797],"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":[0.00020329231,0.00023514414,0.006919026,0.0020735594,0.00048322888,0.000017981029,0.61913526,0.00023651487,0.17468138,0.027010499,0.0010847902,0.16791935],"study_design_scores_gemma":[0.001834645,0.00029129902,0.041002765,0.0006423172,0.00023221491,0.000010559603,0.81399477,0.0022322184,0.1380199,0.00090049393,0.00016200592,0.0006768323],"about_ca_topic_score_codex":0.011627861,"about_ca_topic_score_gemma":0.0032852523,"teacher_disagreement_score":0.1948595,"about_ca_system_score_codex":0.000045510216,"about_ca_system_score_gemma":0.00012166233,"threshold_uncertainty_score":0.9949538},"labels":[],"label_agreement":null},{"id":"W2980870633","doi":"","title":"The effects of operationally relevant head supported mass on neck muscle activity during a rapid scanning task","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Facial Nerve Paralysis Treatment and 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":"Task (project management); Head and neck; Head (geology); Physical medicine and rehabilitation; Psychology; Computer science; Medicine; Engineering; Surgery; Geology; Systems engineering; Geomorphology","score_opus":0.00991643125186242,"score_gpt":0.24659857175105232,"score_spread":0.2366821404991899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980870633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99727076,0.00019115582,9.1389416e-7,0.00094332127,0.00018507261,0.00078939425,0.00001701767,0.000021972108,0.0005803885],"genre_scores_gemma":[0.6757189,0.00039132743,0.00006813245,0.0000035908927,0.00001974088,0.0000011467532,0.00032592553,0.000017830402,0.3234534],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99854225,0.00011539738,0.00013091201,0.00033341083,0.0005947761,0.00028325134],"domain_scores_gemma":[0.9988881,0.00016225033,0.00021650468,0.00038186507,0.00025415354,0.00009716832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015267525,0.00021913894,0.0005359198,0.00027169383,0.0003271833,0.000016286423,0.00019623141,0.00022104164,0.0000819185],"category_scores_gemma":[0.00006465211,0.00017088656,0.00030077487,0.00021745713,0.000095577176,0.0001061942,0.000037258073,0.0003283688,0.00005361276],"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":[0.0041735047,0.00042456904,0.0037886342,0.0020799977,0.001034257,0.00019066242,0.020054951,0.00005915607,0.96082824,0.0000370352,0.00043735208,0.0068916106],"study_design_scores_gemma":[0.007860985,0.002735417,0.6579338,0.0027000075,0.0010038038,0.0000036504732,0.025961353,0.0007098764,0.30016625,0.0000099145955,0.00046376366,0.0004512514],"about_ca_topic_score_codex":0.006336214,"about_ca_topic_score_gemma":0.0044943104,"teacher_disagreement_score":0.66066206,"about_ca_system_score_codex":0.00013231597,"about_ca_system_score_gemma":0.00021172702,"threshold_uncertainty_score":0.9578503},"labels":[],"label_agreement":null},{"id":"W2981013770","doi":"","title":"The Effect of Shock Metamorphism on Zircon of the Huronian Supergroup in proximity to the Sudbury Impact, Ontario, Canada","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Zircon; Supergroup; Metamorphism; Shock metamorphism; Geology; Geochemistry; Shock (circulatory); Impact crater; Physics; Astrobiology","score_opus":0.004032919922292964,"score_gpt":0.15935706183696097,"score_spread":0.155324141914668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981013770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971536,0.00009838873,1.0993556e-7,0.001498729,0.00017192695,0.0003187862,0.00009573583,0.0000026495668,0.00066008774],"genre_scores_gemma":[0.95044583,0.0000119374245,0.000007815533,0.000022705679,0.000007427832,1.7312459e-7,0.0001483477,0.0000019742229,0.049353786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987107,0.00020919833,0.0001553635,0.00023956108,0.00042728827,0.00025788017],"domain_scores_gemma":[0.9989711,0.00030945128,0.00020068912,0.0003861879,0.00006201805,0.00007056447],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032771518,0.00019259998,0.00045105861,0.00006193897,0.00016074792,0.000008436272,0.0008199649,0.00012342671,0.0013163416],"category_scores_gemma":[0.000045464032,0.00008735574,0.00028164696,0.0003118554,0.00010143174,0.00005319707,0.000037910322,0.00034595688,0.0000124040225],"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":[0.0011446994,0.00003274837,0.97227854,0.00015018435,0.0003021778,0.000010283448,0.012889928,0.0065935375,0.0012589784,0.000022480552,0.0012647415,0.0040516877],"study_design_scores_gemma":[0.00023814569,0.00044819713,0.98884875,0.00006627064,0.00016291138,5.378653e-7,0.0061083045,0.0002261579,0.0032756203,0.00006491778,0.00042621087,0.00013398532],"about_ca_topic_score_codex":0.9983815,"about_ca_topic_score_gemma":0.9998915,"teacher_disagreement_score":0.048693698,"about_ca_system_score_codex":0.000043187665,"about_ca_system_score_gemma":0.00021959894,"threshold_uncertainty_score":0.9995966},"labels":[],"label_agreement":null},{"id":"W2981132103","doi":"","title":"Analysis of Temporal Changes in Estrogenic Compounds Released from Municipal Wastewater Treatment Plants","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wastewater; Environmental science; Environmental chemistry; Waste management; Chemistry; Engineering; Environmental engineering","score_opus":0.017545218414730376,"score_gpt":0.22214113938605073,"score_spread":0.20459592097132034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981132103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99923223,0.00004050193,2.3650558e-7,0.00009836324,0.000098014716,0.00013610288,0.0002938616,0.000015736541,0.00008495501],"genre_scores_gemma":[0.91782796,0.000085261294,0.00017299863,0.0000015770025,0.0000121683315,5.4172324e-7,0.003238922,0.000014016557,0.07864655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985231,0.00013986602,0.00021186532,0.00047713384,0.0003797,0.00026832812],"domain_scores_gemma":[0.9990012,0.000043277043,0.00035295135,0.000507846,0.000012522481,0.00008220139],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011632515,0.00026950333,0.000896501,0.0004973192,0.00006417809,0.000011113487,0.00040037167,0.00024593974,0.0006682934],"category_scores_gemma":[0.0000022008153,0.0002690841,0.00038075531,0.00046860054,0.00009209176,0.000101684345,0.00008080054,0.00012901312,0.000072508476],"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":[0.0006033711,0.0005160625,0.6873978,0.000081440034,0.0033914563,0.00006059944,0.22410975,0.0034418085,0.07949515,0.0000010489667,0.000069224945,0.00083229283],"study_design_scores_gemma":[0.0028530222,0.0006464154,0.54808646,0.00034981288,0.007531216,4.8840684e-7,0.32505006,0.007299929,0.10671805,0.000026547837,0.0003611311,0.0010768594],"about_ca_topic_score_codex":0.7062851,"about_ca_topic_score_gemma":0.39487123,"teacher_disagreement_score":0.31141385,"about_ca_system_score_codex":0.0002782902,"about_ca_system_score_gemma":0.000016469672,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W2983119025","doi":"","title":"Designing Intelligent Energy Management and Cost-effective Data Acquisition for Vehicular Solar Idle Reduction Systems","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electric and Hybrid Vehicle 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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Idle; Reduction (mathematics); Computer science; Cost reduction; Automotive engineering; Engineering; Systems engineering; Real-time computing; Operating system; Business","score_opus":0.013359435799165464,"score_gpt":0.2016266055948563,"score_spread":0.18826716979569083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983119025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9044292,0.0065450077,0.0822798,0.00006141632,0.0012840505,0.00416884,0.00016469859,0.0007543955,0.00031257683],"genre_scores_gemma":[0.90558803,0.0063004713,0.004874873,0.0000030507574,0.00008473951,0.000040328654,0.0044235876,0.000096881005,0.07858806],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999175,0.000024542827,0.00010315589,0.00035130326,0.00013285011,0.00021313198],"domain_scores_gemma":[0.9993817,0.000027878636,0.00010282669,0.00037832005,0.00007715199,0.000032098036],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000140808,0.00020002836,0.000307614,0.00028866253,0.000115296716,0.00002880359,0.0003096431,0.00023820144,0.0000032524752],"category_scores_gemma":[0.0000027625952,0.00024543726,0.00005264414,0.00012203117,0.000029732262,0.00024210333,0.00007575965,0.0001382568,0.0000050149965],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001426622,0.0002704159,0.0003185308,0.02269852,0.0061490117,0.00014816276,0.03687488,0.07154275,0.07441624,0.009596342,0.027704481,0.74885404],"study_design_scores_gemma":[0.0030640983,0.0010586135,0.0014884138,0.0028158533,0.0027363396,0.000043656073,0.31448022,0.48056033,0.17255934,0.00063562766,0.018229801,0.002327716],"about_ca_topic_score_codex":0.0019923383,"about_ca_topic_score_gemma":0.0003222882,"teacher_disagreement_score":0.7465263,"about_ca_system_score_codex":0.00013906964,"about_ca_system_score_gemma":0.0000096023705,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W2984426354","doi":"","title":"A Study on Optimizing Infrared Heating Technology for Asphalt Pavement Maintenance and Rehabilitation","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Asphalt pavement; Rehabilitation; Engineering; Forensic engineering; Civil engineering; Construction engineering; Materials science; Composite material; Medicine; Physical therapy","score_opus":0.01085075839600941,"score_gpt":0.22632415851782192,"score_spread":0.21547340012181251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984426354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967174,0.000060954713,0.00032971107,0.00013975134,0.00033111993,0.0019649852,0.0000189786,0.00014640711,0.0002907071],"genre_scores_gemma":[0.9424708,0.00006496788,0.013254881,0.000007826116,0.000026377946,0.000025585628,0.0003320895,0.000064510874,0.043752972],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989683,0.000025040432,0.00019869549,0.00032695848,0.00023446995,0.00024656096],"domain_scores_gemma":[0.9992542,0.00009326228,0.0001777318,0.00026850298,0.00017172335,0.00003457595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028785013,0.00023429198,0.00035951828,0.0004969531,0.00013304138,0.000014375826,0.00016301757,0.00021482371,0.00001794365],"category_scores_gemma":[0.00003595083,0.00028706796,0.000064589825,0.00018973477,0.000033125365,0.0002291438,0.000029282202,0.00019021734,0.000011658868],"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":[0.0009628331,0.0006145891,0.014223084,0.0071201148,0.0010711259,0.000014974144,0.802187,0.11975056,0.017709274,0.0009553016,0.0028606737,0.03253045],"study_design_scores_gemma":[0.0037866216,0.0028119462,0.011263612,0.0011298356,0.00026069337,6.535767e-7,0.9164124,0.060278993,0.002996219,0.00026915662,0.00018907111,0.0006008099],"about_ca_topic_score_codex":0.00025227762,"about_ca_topic_score_gemma":0.0011571308,"teacher_disagreement_score":0.114225365,"about_ca_system_score_codex":0.00020715635,"about_ca_system_score_gemma":0.000030275247,"threshold_uncertainty_score":0.99995816},"labels":[],"label_agreement":null},{"id":"W2990438212","doi":"","title":"Development of SOI-based Thermally Actuated Micromirror","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced MEMS and NEMS 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":"University of Waterloo","keywords":"Silicon on insulator; Materials science; Optoelectronics; Engineering; Electrical engineering; Silicon","score_opus":0.009109297697673598,"score_gpt":0.1882260876446454,"score_spread":0.1791167899469718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990438212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988398,0.000086871085,0.000059073638,0.000021777145,0.00018163578,0.00019151083,0.000020620611,0.0002270071,0.00037172993],"genre_scores_gemma":[0.6911826,0.00021390771,0.13060032,0.000005735438,0.000010328153,0.0000014421614,0.0009276696,0.00012455745,0.17693341],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937445,0.0000031071916,0.00013007925,0.00017100114,0.00013351065,0.00018787918],"domain_scores_gemma":[0.9994884,0.0000144772,0.0001397416,0.00024797075,0.000081585546,0.000027797807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003956353,0.00020608849,0.00036712852,0.00023553506,0.000046589194,0.00000332953,0.0003137324,0.00031872353,0.00009076595],"category_scores_gemma":[0.0000035111152,0.00023354396,0.00009563243,0.00011808204,0.000039524144,0.000080124264,0.000026475194,0.00018351653,0.000036444955],"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":[0.00007209458,0.000025826961,0.000010548066,0.0006706604,0.00011920581,0.00000574472,0.02035489,0.00039887396,0.96881086,0.000011566666,0.00013484976,0.009384889],"study_design_scores_gemma":[0.0006757442,0.000045785542,0.0023166128,0.0003811464,0.00006232388,2.8961696e-7,0.049308285,0.0002247628,0.9445074,0.000016773776,0.0020777048,0.00038313668],"about_ca_topic_score_codex":0.0005556363,"about_ca_topic_score_gemma":0.0064412216,"teacher_disagreement_score":0.30765712,"about_ca_system_score_codex":0.00006910551,"about_ca_system_score_gemma":0.00008443282,"threshold_uncertainty_score":0.9523646},"labels":[],"label_agreement":null},{"id":"W2995275534","doi":"","title":"Enabling the Integration of Ecosystem Service-based Approaches into Planning Organizations: Municipal Natural Asset Management","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Asset management; Ecosystem services; Asset (computer security); Service (business); Ecosystem management; Process management; Environmental resource management; Environmental planning; Knowledge management; Ecosystem; Computer science; Finance; Environmental science; Marketing; Ecology; Computer security","score_opus":0.0157605869560656,"score_gpt":0.1987797228544987,"score_spread":0.1830191358984331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995275534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983034,0.00008717329,0.00003481874,0.00023967477,0.00024005961,0.00045854336,0.000019102617,0.00002783358,0.00058936444],"genre_scores_gemma":[0.9896893,0.000021334798,0.00065775216,0.000017775867,0.0000142607305,0.00000124587,0.0011401408,0.000019666995,0.008438517],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99890786,0.00008824978,0.00018505224,0.00030092202,0.0003416251,0.00017630398],"domain_scores_gemma":[0.99906254,0.00004033165,0.0004186335,0.00038943585,0.00005433318,0.000034707104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022771064,0.00020053802,0.00029795786,0.00012563792,0.00023747755,0.000029613104,0.00065435696,0.00016267017,0.00025242651],"category_scores_gemma":[0.000003880109,0.00015849654,0.00007939934,0.0004901047,0.000011786422,0.00028698824,0.00013619244,0.00016426863,0.0001116865],"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":[0.00061634247,0.00032810046,0.026792446,0.00947589,0.000799598,0.00003088783,0.7758203,0.17299294,0.008066605,0.0002898268,0.0005556246,0.0042314357],"study_design_scores_gemma":[0.00090267183,0.00008513623,0.014865195,0.0014834824,0.0004475525,0.0000015493638,0.80568075,0.17132543,0.004148373,0.000047492616,0.0005290429,0.0004833427],"about_ca_topic_score_codex":0.032805115,"about_ca_topic_score_gemma":0.24936734,"teacher_disagreement_score":0.21656223,"about_ca_system_score_codex":0.000127274,"about_ca_system_score_gemma":0.00001925056,"threshold_uncertainty_score":0.9736355},"labels":[],"label_agreement":null},{"id":"W2996531926","doi":"","title":"Forensic Analysis in Access Control: a Case-Study of a Cloud Application","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Digital and Cyber Forensics","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":"University of Waterloo","keywords":"Cloud computing; Computer security; Computer science; Access control; Forensic science; Data science; Internet privacy; Geography; Operating system; Archaeology","score_opus":0.009578297331653846,"score_gpt":0.21635322046021907,"score_spread":0.2067749231285652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996531926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969153,0.000019892408,0.001902544,0.00005973548,0.00014612691,0.0005371204,0.000020615495,0.000031444746,0.0003672546],"genre_scores_gemma":[0.98351663,0.000003895908,0.0002843361,0.000007052149,0.000007565965,0.0000010956608,0.00010128709,0.000008299146,0.01606981],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99876,0.00005124031,0.00020639655,0.00047203444,0.00031996286,0.00019038326],"domain_scores_gemma":[0.99854714,0.0000420173,0.00045386428,0.00067162863,0.00023247692,0.00005286989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013077492,0.00019175572,0.0006435748,0.0007098587,0.00005080673,0.00004814758,0.0010118342,0.00015046466,0.0000057156058],"category_scores_gemma":[0.000004055818,0.00021249252,0.00021959326,0.0014139946,0.000040810657,0.0005855112,0.00016012727,0.00014058994,0.000009488367],"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":[0.0006890724,0.0030239113,0.11847872,0.0009292316,0.004149096,0.002096591,0.74736834,0.0078090467,0.00043941813,0.0073166983,0.00048422313,0.107215635],"study_design_scores_gemma":[0.008470752,0.0014653136,0.11696282,0.00024755433,0.0036010388,0.00007506664,0.74430895,0.12035862,0.00066294166,0.0021368882,0.00009418581,0.0016158718],"about_ca_topic_score_codex":0.13294677,"about_ca_topic_score_gemma":0.3707841,"teacher_disagreement_score":0.23783731,"about_ca_system_score_codex":0.00004710972,"about_ca_system_score_gemma":0.00006460508,"threshold_uncertainty_score":0.872827},"labels":[],"label_agreement":null},{"id":"W2997139484","doi":"","title":"Phosphorus Legacies and Water Quality Risks: A Vulnerability-Based Framework in Southern Ontario","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","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":"Vulnerability (computing); Phosphorus; Water quality; Environmental science; Water resource management; Environmental planning; Environmental resource management; Geography; Computer science; Ecology; Computer security; Chemistry; Biology","score_opus":0.014301731016823247,"score_gpt":0.2225014913039754,"score_spread":0.20819976028715215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997139484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99868894,0.00002668413,0.000016027387,0.00026599446,0.00021162315,0.000330431,0.00004439949,0.000031481453,0.00038443485],"genre_scores_gemma":[0.8375242,0.000016647302,0.0008497832,0.000029046603,0.0000065235045,9.664002e-7,0.00033367987,0.000022039094,0.16121712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983275,0.00012109846,0.00019998541,0.000598528,0.00037180478,0.00038109324],"domain_scores_gemma":[0.9992372,0.000059217324,0.0001572401,0.00042916305,0.000021385764,0.00009579939],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035521938,0.00030034102,0.00048972684,0.00011254445,0.00014505371,0.00003167311,0.00035267376,0.00045087276,0.00050521723],"category_scores_gemma":[0.000010858206,0.00027629232,0.00013921632,0.0001252022,0.0002331312,0.00020654665,0.00014268557,0.000528283,0.00028927161],"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":[0.00037524677,0.00011171315,0.7468952,0.00011559382,0.000019936544,0.000011434674,0.25100046,0.00058437826,0.00010406608,0.000014216905,0.000024300014,0.0007434414],"study_design_scores_gemma":[0.0018992858,0.00022821079,0.72474897,0.0003341675,0.0001338884,0.0000010521868,0.2642035,0.0008442042,0.0009419896,0.004823156,0.0008105956,0.0010309861],"about_ca_topic_score_codex":0.8654541,"about_ca_topic_score_gemma":0.7107221,"teacher_disagreement_score":0.16116473,"about_ca_system_score_codex":0.00039549533,"about_ca_system_score_gemma":0.000039586612,"threshold_uncertainty_score":0.99996895},"labels":[],"label_agreement":null},{"id":"W3001962838","doi":"","title":"Development of a Tailor-Welded Hot Stamped Side Frame Member","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fatigue and fracture mechanics","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":"Ontario Advanced Manufacturing Consortium; ArcelorMittal","keywords":"Welding; Frame (networking); Engineering; Mechanical engineering; Structural engineering","score_opus":0.013823209444632532,"score_gpt":0.19144330974756074,"score_spread":0.1776201003029282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001962838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709314,0.00011452547,0.0008292436,0.00007317464,0.00037844066,0.00021764476,0.000028419647,0.0001311624,0.0011342479],"genre_scores_gemma":[0.873488,0.00018086156,0.046630934,0.000023737155,0.000058018708,0.0000012520635,0.0017275524,0.00012817179,0.07776148],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910575,0.000014944985,0.00017801553,0.0002187446,0.0002714374,0.00021112678],"domain_scores_gemma":[0.99942786,0.000019022142,0.0001456662,0.00021318842,0.000097229975,0.00009702586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000055927507,0.00025426486,0.00047145336,0.00017052173,0.000061598395,0.000007472448,0.00028915424,0.00033871032,0.00025571344],"category_scores_gemma":[0.000009030913,0.0003076011,0.00013565697,0.00017553335,0.000019135914,0.0001071707,0.000037487265,0.0003059448,0.00005676859],"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":[0.00042621625,0.0000925496,0.000030283783,0.0038954068,0.0010802778,0.000086183005,0.7313158,0.001203827,0.24652521,0.0003874764,0.004664379,0.010292392],"study_design_scores_gemma":[0.0018754322,0.00019197486,0.0014649023,0.0010622066,0.0006015214,0.0000020115294,0.36828282,0.008538618,0.589501,0.00022645888,0.026619866,0.0016331866],"about_ca_topic_score_codex":0.0009899033,"about_ca_topic_score_gemma":0.0117897,"teacher_disagreement_score":0.36303297,"about_ca_system_score_codex":0.00006841319,"about_ca_system_score_gemma":0.000081444254,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W3003889835","doi":"","title":"Pavement Flooding Risk Assessment and Management in the Changing Climate","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":13,"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; University of Waterloo","keywords":"Flooding (psychology); Environmental science; Risk assessment; Climate change; Environmental resource management; Environmental planning; Water resource management; Engineering; Geography; Computer science; Geology; Psychology; Computer security","score_opus":0.008334760302680575,"score_gpt":0.21659793379208173,"score_spread":0.20826317348940115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003889835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98810804,0.000050380473,0.00005356223,0.0011521571,0.00015868356,0.0009054968,0.000012112935,0.000030674248,0.009528882],"genre_scores_gemma":[0.9106716,0.013934996,0.013758209,0.00020701338,0.000047470185,0.00001535998,0.0005046931,0.00005551117,0.060805164],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983514,0.000117315496,0.00014898651,0.00046516347,0.0004950604,0.00042209565],"domain_scores_gemma":[0.9994069,0.000021105458,0.00024275159,0.00026390696,0.000006121153,0.00005925867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056983053,0.000241142,0.00026732933,0.0001814225,0.0003600451,0.000048798604,0.00045501106,0.00008326311,0.00029805335],"category_scores_gemma":[0.000001294479,0.00022140765,0.0000877166,0.00033065915,0.000062019804,0.0002052695,0.00050800905,0.00025318575,0.00005476084],"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":[0.00031075618,0.00082476763,0.11210787,0.002633438,0.0009358169,0.0009009779,0.777197,0.0022136192,0.001157573,0.009208581,0.008334659,0.08417494],"study_design_scores_gemma":[0.001367999,0.00019661881,0.28854597,0.00023321235,0.00063016266,7.8784973e-7,0.6974733,0.0051444313,0.00009028627,0.0002879067,0.0054935166,0.00053584686],"about_ca_topic_score_codex":0.00921757,"about_ca_topic_score_gemma":0.033536114,"teacher_disagreement_score":0.1764381,"about_ca_system_score_codex":0.00016370074,"about_ca_system_score_gemma":0.0000057792345,"threshold_uncertainty_score":0.99738014},"labels":[],"label_agreement":null},{"id":"W3004786514","doi":"","title":"Shades of gray in vaccine decision making: Understanding, exploring, and addressing the challenges of influenza vaccine hesitancy in Ontario community pharmacies","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Influenza Virus 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":"Influenza vaccine; Pharmacy; Gray (unit); Medicine; Virology; Family medicine; Vaccination","score_opus":0.26980659907617094,"score_gpt":0.3591931631900898,"score_spread":0.08938656411391888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004786514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99373317,0.004822571,0.0000021457774,0.00021508777,0.000077927565,0.0006309525,0.000013165224,0.000012091166,0.0004928999],"genre_scores_gemma":[0.9942481,0.0035404766,0.00023600803,0.000013190065,0.000007391646,0.000001789002,0.000019890698,0.000024045046,0.0019091109],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982812,0.00022678751,0.00038629246,0.00027181726,0.0005156804,0.0003182384],"domain_scores_gemma":[0.9983047,0.0004725463,0.00045790017,0.0004652164,0.00024704172,0.00005255194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00080815784,0.00029289493,0.0010286653,0.00096665334,0.00017635776,0.00000915259,0.00036282223,0.00020708994,0.00007639247],"category_scores_gemma":[0.00014616826,0.00025094012,0.00012224859,0.00030447452,0.00011671695,0.00030804137,0.00025241243,0.0010703895,0.0000015212803],"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":[0.0065049487,0.00034559096,0.3757314,0.0038460197,0.00035217896,0.00004701947,0.6064473,0.00005468324,0.0034361025,0.00048417217,0.00008678441,0.002663791],"study_design_scores_gemma":[0.0034768994,0.00034616285,0.5685561,0.0057775434,0.00013508892,0.000002371363,0.4199157,0.000026905656,0.0011893668,0.0003597928,0.000053024065,0.00016107425],"about_ca_topic_score_codex":0.19167607,"about_ca_topic_score_gemma":0.85097724,"teacher_disagreement_score":0.65930116,"about_ca_system_score_codex":0.00048034274,"about_ca_system_score_gemma":0.0001861901,"threshold_uncertainty_score":0.9999943},"labels":[],"label_agreement":null},{"id":"W3005366153","doi":"","title":"Microbial communities of wastewater in the Canadian Arctic","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Arctic; Wastewater; Environmental science; The arctic; Geography; Environmental engineering; Oceanography; Ecology; Biology; Geology","score_opus":0.025021405693516654,"score_gpt":0.19134786517395252,"score_spread":0.16632645948043587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005366153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99503124,0.0000877304,8.193983e-9,0.0014620387,0.00015365645,0.0001339573,0.0012399608,0.0000035577546,0.0018878725],"genre_scores_gemma":[0.97360253,0.00013816771,0.000025190098,0.00007812602,0.000024127812,3.400451e-8,0.013054796,0.000003392939,0.013073628],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993828,0.00009573522,0.00008798181,0.00009771743,0.00014367784,0.00019208994],"domain_scores_gemma":[0.9995779,0.000048695198,0.00009305407,0.0001648734,0.000050758386,0.000064748645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000111041365,0.00011738052,0.00022819632,0.0001912087,0.00016403614,0.000020159807,0.00047228314,0.0001380514,0.0037254584],"category_scores_gemma":[0.0000029496673,0.000102342055,0.00007742787,0.00014614413,0.000097875556,0.00008923353,0.0000081467415,0.00023706078,0.00007407199],"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":[0.00014396344,0.000013665735,0.14233084,0.0004987877,0.00003433494,0.00007223117,0.85450697,0.000040032217,0.00048727274,0.000016467473,0.0014133716,0.00044204755],"study_design_scores_gemma":[0.0002766275,0.00010803006,0.3038839,0.00019111641,0.00005853018,0.000004158016,0.69253045,0.00014511982,0.00018681085,0.000045488665,0.0023878047,0.00018191457],"about_ca_topic_score_codex":0.9952814,"about_ca_topic_score_gemma":0.999949,"teacher_disagreement_score":0.1619765,"about_ca_system_score_codex":0.000012272362,"about_ca_system_score_gemma":0.00011378566,"threshold_uncertainty_score":0.9971853},"labels":[],"label_agreement":null},{"id":"W3006451465","doi":"","title":"Design of a Real-Time Embedded Control System for Quantum Computing Experiments","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Experimental Learning in 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; Canada First Research Excellence Fund","keywords":"Computer science; Quantum control; Quantum computer; Real-time Control System; Control (management); Quantum; Embedded system; Physics; Artificial intelligence; Quantum mechanics","score_opus":0.00987556265408956,"score_gpt":0.2032917516839373,"score_spread":0.19341618902984772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006451465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9571539,0.0003292015,0.03897903,0.000013536902,0.0007680407,0.0013013198,0.000065134904,0.00081450766,0.0005752966],"genre_scores_gemma":[0.9582299,0.000024859208,0.033546913,0.0000011538305,0.000053909036,0.0000031134034,0.00033421066,0.0001463566,0.007659584],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989379,0.000046474855,0.00023795341,0.00027446987,0.00021923844,0.0002839329],"domain_scores_gemma":[0.99927735,0.000102334496,0.00021485101,0.00021694749,0.00009516141,0.00009334885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011386523,0.00031120403,0.0007227464,0.00018521851,0.00007913353,0.0000115101175,0.0003292049,0.00024848717,0.000023496563],"category_scores_gemma":[0.000010271659,0.00041923136,0.00018162178,0.00012753421,0.000027926955,0.00009872015,0.000025339752,0.0001735984,0.000022367094],"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":[0.00024697906,0.000020758487,0.00000661352,0.0021401297,0.00036924402,0.000013258418,0.07388119,0.18193074,0.7409145,0.00009573693,0.00029198793,0.00008885627],"study_design_scores_gemma":[0.0014917913,0.00020929871,0.00003803204,0.0008206585,0.00016544638,0.0000016333918,0.09052318,0.77640474,0.1299096,0.0000020105326,0.000034422177,0.0003991608],"about_ca_topic_score_codex":0.0007247918,"about_ca_topic_score_gemma":0.000016636866,"teacher_disagreement_score":0.6110049,"about_ca_system_score_codex":0.00018109295,"about_ca_system_score_gemma":0.000028878883,"threshold_uncertainty_score":0.99982595},"labels":[],"label_agreement":null},{"id":"W3008039551","doi":"","title":"\"Feeling out of place suddenly, and you haven't even moved\": Food gentrification, alternative foods, and sociospatial justice in Downtown Kitchener, Ontario","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Food and Agriculture","field":"Agricultural and Biological 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":"Downtown; Gentrification; Feeling; Economic Justice; Haven; Safe haven; Food insecurity; Sociology; Geography; Political science; Food security; Archaeology; Economic growth; Economics; Law; Social psychology; Psychology","score_opus":0.013005242576460498,"score_gpt":0.182290833117354,"score_spread":0.1692855905408935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008039551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961878,0.0003296691,7.6486333e-7,0.002779592,0.0001645471,0.000264358,0.00013140011,0.000017281314,0.00012459219],"genre_scores_gemma":[0.9703288,0.00036888703,0.00022508061,0.000016255699,0.00010386713,5.360037e-7,0.00064568437,0.0000023783714,0.028308477],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989249,0.000059789752,0.00017715007,0.0004168325,0.00022955771,0.00019173251],"domain_scores_gemma":[0.99932337,0.00006460742,0.0003262231,0.00005344719,0.00012978888,0.00010255721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009274062,0.00022450076,0.00040376588,0.00003032737,0.00015124511,0.000024465618,0.0002563511,0.00029009127,0.00013943891],"category_scores_gemma":[0.000021167065,0.00012501582,0.00008304873,0.0001428342,0.00006771787,0.00015648082,0.00008310236,0.000283738,0.0000027625256],"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":[0.00081030483,0.0003477822,0.010491944,0.00079132395,0.00036097752,0.000030415973,0.62076503,0.000021524758,0.35272717,0.00039150316,0.0015205216,0.01174153],"study_design_scores_gemma":[0.0017403044,0.0014793682,0.39745957,0.00049679884,0.00066503114,0.00000448008,0.576191,0.00015282554,0.017614296,0.00038341316,0.002857497,0.0009553982],"about_ca_topic_score_codex":0.15471162,"about_ca_topic_score_gemma":0.82934046,"teacher_disagreement_score":0.67462885,"about_ca_system_score_codex":0.00005980837,"about_ca_system_score_gemma":0.00004303065,"threshold_uncertainty_score":0.8509172},"labels":[],"label_agreement":null},{"id":"W3009186063","doi":"","title":"Spatially-Distributed Interactive Behaviour Generation for Architecture-Scale Systems Based on Reinforcement Learning","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Reinforcement Learning in Robotics","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":"Reinforcement learning; Architecture; Scale (ratio); Computer science; Human–computer interaction; Distributed computing; Data science; Artificial intelligence; Geography; Cartography","score_opus":0.014137990150256935,"score_gpt":0.21692191390495366,"score_spread":0.20278392375469673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009186063","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":[0.03770031,0.000009877996,0.95921785,0.0005828068,0.0009476749,0.0010591031,0.0000241543,0.00018385774,0.00027437115],"genre_scores_gemma":[0.8380857,0.000016434382,0.030396314,0.000067504385,0.0001912076,0.000012388365,0.01033615,0.00006949383,0.12082477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99802375,0.00013754192,0.00027609817,0.00063396344,0.0005921723,0.00033649412],"domain_scores_gemma":[0.998153,0.00010915746,0.00076755707,0.00046136524,0.00037177373,0.00013718418],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019111858,0.0003569202,0.0004826258,0.00033446617,0.0003522489,0.00014861852,0.0008682759,0.0002738756,0.000025178022],"category_scores_gemma":[0.000062048195,0.00042094337,0.00024865902,0.0002482994,0.000033323457,0.00026816802,0.00010421509,0.0005383576,0.00002556514],"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":[0.0002180733,0.00003179236,0.000082862025,0.00023701867,0.00007102194,0.0000117452155,0.024195379,0.9722419,0.0016262218,0.0002607381,0.00048232955,0.000540924],"study_design_scores_gemma":[0.0009302092,0.0010410321,0.00019422939,0.00027878096,0.0001142808,7.69013e-7,0.007175112,0.9861505,0.0027180426,0.0000042830093,0.0009960675,0.00039668218],"about_ca_topic_score_codex":0.0030003963,"about_ca_topic_score_gemma":0.0010922919,"teacher_disagreement_score":0.9288215,"about_ca_system_score_codex":0.0002602228,"about_ca_system_score_gemma":0.00018353986,"threshold_uncertainty_score":0.9998242},"labels":[],"label_agreement":null},{"id":"W3009504345","doi":"","title":"A Community-Based Pilot Study Exploring Work-Related Musculoskeletal Disorders (WMSD) Perception Among Recently Relocated Syrian Refugees in Canada","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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-related musculoskeletal disorders; Refugee; Perception; Work (physics); Medicine; Psychology; Engineering; Geography; Environmental health; Human factors and ergonomics; Poison control; Mechanical engineering","score_opus":0.0596600724578136,"score_gpt":0.3300713441039712,"score_spread":0.27041127164615764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009504345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937096,0.000025426207,0.0000015164668,0.0020108807,0.00074488675,0.0028271987,0.000058241232,0.00008831739,0.000533894],"genre_scores_gemma":[0.9767705,0.0001294474,0.00008952648,0.00004237658,0.000029431216,0.000038783175,0.0039046793,0.000063039966,0.018932182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99471056,0.0025333797,0.0006120107,0.00050233083,0.00084580656,0.00079590135],"domain_scores_gemma":[0.99768,0.00051172933,0.0005108561,0.00052468793,0.00036834957,0.0004043499],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00097615196,0.0003783724,0.00073689065,0.0005852458,0.0016213539,0.000007491803,0.000656874,0.00028979854,0.000592119],"category_scores_gemma":[0.00015675793,0.00044984627,0.000108948945,0.0012393357,0.00008910549,0.00028191242,0.00014222282,0.0035073708,0.00009090876],"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":[0.0064572897,0.00097366853,0.7402407,0.0038467678,0.00016487986,0.00006443358,0.24110821,0.00046339515,0.000084496336,0.000021242593,0.001009497,0.0055654454],"study_design_scores_gemma":[0.0019622056,0.00077133,0.6105584,0.0008440365,0.00005055067,3.205753e-8,0.38512737,0.00022992161,9.56412e-7,0.000012701203,0.00019377758,0.0002487498],"about_ca_topic_score_codex":0.99435824,"about_ca_topic_score_gemma":0.99948496,"teacher_disagreement_score":0.14401914,"about_ca_system_score_codex":0.0021316505,"about_ca_system_score_gemma":0.0038213632,"threshold_uncertainty_score":0.9997953},"labels":[],"label_agreement":null},{"id":"W3009525874","doi":"10.13140/rg.2.2.21327.02720","title":"Hurry Up and Wait: Spatial Strategies for Urban Stress Relief","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Regional resilience and development","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":"Stress relief; Stress (linguistics); Materials science; Philosophy; Composite material","score_opus":0.019630295444999564,"score_gpt":0.19872154297101718,"score_spread":0.17909124752601763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009525874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99221885,0.00094322587,0.00036000382,0.0012600509,0.000497202,0.00038417339,0.0003100785,0.00002799376,0.00399841],"genre_scores_gemma":[0.6034777,0.00181952,0.0017054742,0.000057071706,0.00011086066,0.0000030644055,0.0011330999,0.00003900108,0.39165422],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991284,0.000005827491,0.0001858937,0.00042410652,0.000060503655,0.00019527494],"domain_scores_gemma":[0.9993487,0.000027934337,0.00032893216,0.00014192042,0.00006208279,0.00009045479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000075135904,0.00017832022,0.00044156375,0.00018635971,0.00014374682,0.000046855548,0.00023409027,0.00020171917,0.00009589901],"category_scores_gemma":[0.000015789274,0.00023138677,0.00012431889,0.00008283677,0.00006433592,0.00023875032,0.0000398126,0.000120602424,0.00005456864],"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":[0.002144343,0.00027612905,0.017928164,0.0035085424,0.0008334798,0.00007405464,0.5424443,0.00015101758,0.0004734328,0.3654254,0.054709453,0.012031678],"study_design_scores_gemma":[0.004730234,0.0011563489,0.12312747,0.00069233327,0.0001804682,0.0000034515094,0.6810053,0.0030886575,0.0012438825,0.065487325,0.11692361,0.0023609444],"about_ca_topic_score_codex":0.012115889,"about_ca_topic_score_gemma":0.011461536,"teacher_disagreement_score":0.38874117,"about_ca_system_score_codex":0.00004498845,"about_ca_system_score_gemma":0.00009956758,"threshold_uncertainty_score":0.9944625},"labels":[],"label_agreement":null},{"id":"W3009561038","doi":"","title":"Modelling Biogeochemical Cycles Across Scales: From Whole-Lake Phosphorus Dynamics to Microbial Reaction Systems","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wastewater Treatment and Nitrogen Removal","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":"Biogeochemical cycle; Phosphorus; Environmental science; Environmental chemistry; Oceanography; Chemistry; Geology","score_opus":0.009348987363621013,"score_gpt":0.19282259712592129,"score_spread":0.18347360976230026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009561038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997313,0.00006121576,0.00009206661,0.0002852166,0.00040043233,0.00038600934,0.0012611396,0.000080137914,0.000120732664],"genre_scores_gemma":[0.87340003,0.00012531411,0.012053105,0.000023857747,0.00015689302,0.000002360241,0.019604445,0.00010080464,0.0945332],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.998303,0.00004104092,0.00018869383,0.0006947568,0.0003774941,0.0003950301],"domain_scores_gemma":[0.9992128,0.000018923352,0.00021412336,0.00029528158,0.000027487755,0.00023138987],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006104898,0.00036042376,0.00047831607,0.00005968019,0.0002462367,0.00005596156,0.00044974097,0.0003968058,0.00008157433],"category_scores_gemma":[0.0000026576292,0.00041082804,0.00022514087,0.00021427376,0.00010364098,0.00023302625,0.00018270857,0.00024012833,0.0007747949],"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":[0.002636372,0.00044503916,0.012428871,0.0002463456,0.00062121055,0.0003208996,0.16306034,0.017320173,0.79519856,0.000015198806,0.0044973395,0.0032096498],"study_design_scores_gemma":[0.005182836,0.0007239358,0.0089895865,0.0013955304,0.0016007517,0.000031900847,0.5838729,0.14115053,0.23814307,0.00027253112,0.014570732,0.004065662],"about_ca_topic_score_codex":0.14046451,"about_ca_topic_score_gemma":0.08369385,"teacher_disagreement_score":0.5570555,"about_ca_system_score_codex":0.00039029834,"about_ca_system_score_gemma":0.00001551003,"threshold_uncertainty_score":0.99983436},"labels":[],"label_agreement":null},{"id":"W3010117922","doi":"","title":"Electromagnetic Fault Injection On Two Microcontrollers: Methodology, Fault Model, Attack and Countermeasures","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptographic Implementations and Security","field":"Computer 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":"University of Waterloo","keywords":"Microcontroller; Fault (geology); Fault injection; Computer science; Embedded system; Reliability engineering; Computer security; Engineering; Geology; Operating system; Seismology; Software","score_opus":0.035145877753218493,"score_gpt":0.27634335787880054,"score_spread":0.24119748012558206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010117922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847526,0.00016119491,0.012631852,0.0013379834,0.0002053408,0.00045489852,0.000034573226,0.00010386306,0.00031771237],"genre_scores_gemma":[0.84786695,0.0007172897,0.119642675,0.0004329109,0.0000893075,0.000006279719,0.00062703784,0.00005790253,0.030559666],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983863,0.00020678746,0.00017838409,0.0006184547,0.00031207455,0.0002979465],"domain_scores_gemma":[0.9989847,0.000092024624,0.00027929386,0.0003261202,0.00020583111,0.00011201569],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025175323,0.00028178547,0.0004673656,0.0004078673,0.0003109471,0.00008448423,0.0005666219,0.00019911425,0.000026666805],"category_scores_gemma":[0.00001848792,0.0003238549,0.00016817791,0.00033477703,0.00008904618,0.00031042914,0.0000889142,0.00034653107,0.000009342894],"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":[0.0026173857,0.0005705984,0.00048008878,0.001066723,0.001265873,0.00013857629,0.7439109,0.005182751,0.13934769,0.03693451,0.015491654,0.052993253],"study_design_scores_gemma":[0.015472919,0.0072648474,0.0074057477,0.0005481882,0.001181133,0.00007973439,0.2279806,0.70877767,0.010625747,0.013448839,0.004015896,0.0031987075],"about_ca_topic_score_codex":0.0075463825,"about_ca_topic_score_gemma":0.03493481,"teacher_disagreement_score":0.70359486,"about_ca_system_score_codex":0.00005877382,"about_ca_system_score_gemma":0.00010422317,"threshold_uncertainty_score":0.9999213},"labels":[],"label_agreement":null},{"id":"W3011485694","doi":"","title":"Application of Biochar to Stabilize Mercury in Riverbank Sediments and Floodplain Soils from South River, VA under Conditions Relevant to Riverine Environments","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Argonne National Laboratory; Natural Sciences and Engineering Research Council of Canada; Office of Science; Canadian Light Source; DuPont; U.S. Department of Energy","keywords":"Biochar; Floodplain; Mercury (programming language); Soil water; Hydrology (agriculture); Environmental science; Geology; Earth science; Geochemistry; Environmental chemistry; Mining engineering; Soil science; Geography; Geotechnical engineering; Waste management; Chemistry; Engineering","score_opus":0.009637485731212724,"score_gpt":0.21464193442955457,"score_spread":0.20500444869834183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011485694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972946,0.000044891483,0.00028018042,0.0007822959,0.00007257803,0.0007141552,0.0006847945,0.00001550825,0.00011097195],"genre_scores_gemma":[0.9877726,0.00014212294,0.0017007367,0.00009185525,0.000010063212,0.000004765053,0.00079082977,0.000020831481,0.009466223],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985895,0.00006278489,0.0002140773,0.00052418414,0.0003834804,0.00022595475],"domain_scores_gemma":[0.9992285,0.000041610514,0.00023257229,0.0002540586,0.000014834328,0.00022845906],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008498198,0.00024852526,0.0004311374,0.00015791196,0.00012587685,0.0000066969756,0.00024396168,0.00014309034,0.00065163866],"category_scores_gemma":[0.000016686245,0.00029540752,0.00007004023,0.00027385124,0.0001891667,0.00018042845,0.00023692772,0.00013447212,0.00034769886],"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":[0.00039379697,0.00022134528,0.022513794,0.000112313464,0.0002080739,0.000011178754,0.37709823,0.001150771,0.5949231,0.000066245986,0.0014098065,0.0018913844],"study_design_scores_gemma":[0.0023416763,0.00044708248,0.7324548,0.0002667244,0.00038265114,6.245001e-7,0.20847708,0.000351933,0.05139936,0.0007675769,0.002213138,0.0008973461],"about_ca_topic_score_codex":0.030799175,"about_ca_topic_score_gemma":0.011587531,"teacher_disagreement_score":0.709941,"about_ca_system_score_codex":0.00017887073,"about_ca_system_score_gemma":0.000015887417,"threshold_uncertainty_score":0.9999498},"labels":[],"label_agreement":null},{"id":"W3011966390","doi":"","title":"Framing Urban Resilience: A policy and media analysis of three Canadian Cities","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","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":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Framing (construction); Urban resilience; Resilience (materials science); Political science; Media studies; Geography; Sociology; Economic geography; Urban planning; Engineering; Civil engineering; Archaeology","score_opus":0.011210989752148863,"score_gpt":0.22641449475606434,"score_spread":0.21520350500391547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011966390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734556,0.00017096393,0.000003604969,0.0014470168,0.000109005545,0.00015446129,0.000047035825,0.000019349214,0.02459293],"genre_scores_gemma":[0.80555177,0.00036504387,0.00015275016,0.000022776569,0.000054784126,1.8728875e-7,0.0001398003,0.0000075702337,0.19370529],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988382,0.00006159968,0.00010823574,0.0002794243,0.0004284124,0.00028413412],"domain_scores_gemma":[0.9992294,0.00006007802,0.00019931294,0.00015734028,0.0001147192,0.00023915088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016155216,0.0001329218,0.00039147143,0.001169569,0.00038849466,0.000037763883,0.00049581437,0.0001847242,0.00019873421],"category_scores_gemma":[0.00008788924,0.00015599601,0.00013861973,0.0013841871,0.00049412105,0.00021572692,0.000053130054,0.0001162623,0.000004754984],"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":[0.000031556898,0.000010595176,0.024534535,0.0001457543,0.00042283547,0.000018163893,0.9566456,0.00001642541,0.000058554324,0.01475919,0.00079990126,0.0025569014],"study_design_scores_gemma":[0.00011201821,0.000027458587,0.13616915,0.00007819805,0.00083768985,2.4168598e-8,0.8589354,0.00017564243,0.00001282793,0.0003509524,0.0031106987,0.00018992157],"about_ca_topic_score_codex":0.94541204,"about_ca_topic_score_gemma":0.9974201,"teacher_disagreement_score":0.16911237,"about_ca_system_score_codex":0.00009149583,"about_ca_system_score_gemma":0.000539206,"threshold_uncertainty_score":0.63613325},"labels":[],"label_agreement":null},{"id":"W3014959854","doi":"","title":"Factors that Facilitate and Impede the Implementation of Evidence-Informed Chronic Disease Prevention Programs and Policies in Rural Ontario Public Health Units","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Primary Care and Health Outcomes","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":"Public health; Medicine; Environmental health; Public administration; Political science; Nursing","score_opus":0.24554076179607748,"score_gpt":0.4033323006196545,"score_spread":0.15779153882357705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014959854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805956,0.000764589,0.0000014674162,0.016504409,0.00014192009,0.0018565025,0.00007263585,0.000026029138,0.00003686734],"genre_scores_gemma":[0.95631236,0.003200935,0.000034850058,0.00020043697,0.000018004885,0.000009970059,0.0020281477,0.000016481577,0.038178813],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982455,0.0003819708,0.0003665094,0.00023164623,0.00030083905,0.0004735608],"domain_scores_gemma":[0.998457,0.00020542783,0.00072076096,0.00019207093,0.00016089597,0.00026380402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040614922,0.00022485176,0.0005204883,0.0002515962,0.000547175,0.000015265601,0.00020147896,0.00015472953,0.00012663357],"category_scores_gemma":[0.000039520346,0.00017067383,0.00007659079,0.00026143875,0.000111482135,0.00057827163,0.00012895455,0.00045648968,0.0000020992604],"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":[0.00012190281,0.000012193299,0.44547865,0.0028114733,0.000041550564,8.8127297e-7,0.5388643,1.0769947e-7,0.000008776847,0.00009911818,0.00036054794,0.012200506],"study_design_scores_gemma":[0.0005030619,0.00022035201,0.5447758,0.0004547289,0.000038973467,7.0267795e-8,0.4526496,0.000002729391,0.0000029339033,0.000043162494,0.0012238541,0.00008475468],"about_ca_topic_score_codex":0.73075646,"about_ca_topic_score_gemma":0.98344594,"teacher_disagreement_score":0.25268942,"about_ca_system_score_codex":0.0012357208,"about_ca_system_score_gemma":0.007729896,"threshold_uncertainty_score":0.99789536},"labels":[],"label_agreement":null},{"id":"W3015526105","doi":"","title":"Fixing an Accident of History: Assessing a social insurance model to achieve adequate universal drug insurance","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Healthcare Policy and Management","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 insurance; Accident (philosophy); Actuarial science; Accident insurance; Business; Political science; Law","score_opus":0.05225769308377716,"score_gpt":0.24724020784483838,"score_spread":0.1949825147610612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015526105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922034,0.00027251957,0.0003220391,0.0034992676,0.00052203337,0.000339264,0.00025899493,0.000046289257,0.0025361713],"genre_scores_gemma":[0.9460317,0.0001733072,0.0012900744,0.00014011965,0.000058468093,8.525004e-7,0.00022041786,0.000039278573,0.052045763],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99855006,0.000052025498,0.00036348816,0.00057607226,0.00011696322,0.00034139096],"domain_scores_gemma":[0.9985314,0.000017304419,0.0008478637,0.0002946743,0.00012799959,0.00018078498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026349706,0.00025921827,0.0007711224,0.0004941459,0.00018459249,0.000022093462,0.0005710699,0.00021586056,0.000073537754],"category_scores_gemma":[0.000021998025,0.0004013546,0.0001879546,0.000304037,0.000055749842,0.0006487321,0.00011029259,0.0003055389,0.000047366644],"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":[0.00094519305,0.00025998903,0.0070160977,0.0013245738,0.0003290986,0.000048978403,0.8801554,0.0024262222,0.0003255305,0.0985072,0.003531689,0.0051300176],"study_design_scores_gemma":[0.005657404,0.0013790075,0.42532447,0.0014601084,0.00029582484,0.0000020464552,0.48879513,0.024857854,0.00059894356,0.010829676,0.03634447,0.0044550598],"about_ca_topic_score_codex":0.11090985,"about_ca_topic_score_gemma":0.033266198,"teacher_disagreement_score":0.41830838,"about_ca_system_score_codex":0.000565844,"about_ca_system_score_gemma":0.00017540077,"threshold_uncertainty_score":0.99984384},"labels":[],"label_agreement":null},{"id":"W3018972375","doi":"","title":"Evaluating Thermal Regime of Cold Region Roads for Climate Change Adaptation","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smart Materials for Construction","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; Climate change adaptation; Adaptation (eye); Environmental science; Climatology; Thermal; Geography; Meteorology; Geology; Physics; Oceanography","score_opus":0.042597139514210174,"score_gpt":0.24086742618569687,"score_spread":0.1982702866714867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018972375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99810225,0.000017248289,0.000026989606,0.00029332234,0.0004305919,0.00078616064,0.000037649712,0.000039116887,0.00026669135],"genre_scores_gemma":[0.97504807,0.00009020201,0.008490046,0.000019146344,0.000120534605,0.000008615903,0.00070793997,0.000053568867,0.015461892],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.998893,0.000063835054,0.00017370413,0.0003458888,0.00031656298,0.0002069964],"domain_scores_gemma":[0.99901986,0.000027905613,0.0006423698,0.00020125811,0.000052604577,0.000055996534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019910172,0.0001785311,0.0003289712,0.000080908285,0.00015076667,0.000009482651,0.00023506556,0.00021025952,0.00014420845],"category_scores_gemma":[0.000021298656,0.00021707872,0.00014644553,0.00014571477,0.00010180631,0.00033752804,0.000074050746,0.000080008715,0.00004592921],"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":[0.0034930727,0.00012966657,0.012807006,0.0019458298,0.00016852241,0.000018027627,0.31293264,0.001027708,0.63593554,0.00089548377,0.00092777924,0.02971871],"study_design_scores_gemma":[0.008545159,0.004173702,0.27859324,0.0020205637,0.0024667634,0.000018558067,0.41142434,0.051234588,0.23470783,0.0006674762,0.0034618408,0.0026859422],"about_ca_topic_score_codex":0.014833547,"about_ca_topic_score_gemma":0.009147587,"teacher_disagreement_score":0.4012277,"about_ca_system_score_codex":0.00010922209,"about_ca_system_score_gemma":0.000018503759,"threshold_uncertainty_score":0.99172676},"labels":[],"label_agreement":null},{"id":"W3022783027","doi":"","title":"Planning for Sken:nen: Conceptualizing a Haudenosaunee Culture of Planning","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cross-Border Cooperation 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":"Political science; Sociology","score_opus":0.03184482992341758,"score_gpt":0.3163905615606329,"score_spread":0.2845457316372153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022783027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806217,0.00077791786,0.0007379006,0.0017990966,0.0007961875,0.0009826128,0.00014211371,0.00013924987,0.014003242],"genre_scores_gemma":[0.6463874,0.000087357585,0.00274866,0.00007934736,0.00020394103,0.0000020150367,0.0018565557,0.000031123265,0.34860364],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989211,0.00007152901,0.00017705798,0.0002867671,0.00034068525,0.00020285709],"domain_scores_gemma":[0.9988829,0.000057180543,0.00037366297,0.00011360185,0.0004812222,0.00009142278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017727342,0.00017037723,0.00037944026,0.00012661277,0.0006296583,0.000060342867,0.00032664824,0.00034862722,0.00018709761],"category_scores_gemma":[0.00013773868,0.00019799448,0.00018217988,0.0002358873,0.00017244276,0.000330306,0.000021844962,0.00020569994,0.000007298063],"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":[0.00015880971,0.000022808328,0.00026935793,0.00016616491,0.00006346905,0.0000034539828,0.97902155,0.00010688308,0.0053853914,0.006322125,0.007935943,0.00054405245],"study_design_scores_gemma":[0.00052408833,0.00013958158,0.00033148425,0.0003516142,0.00008359213,1.2598589e-7,0.9543429,0.00033886638,0.0019801436,0.000100896184,0.041584186,0.00022249091],"about_ca_topic_score_codex":0.012694554,"about_ca_topic_score_gemma":0.022122234,"teacher_disagreement_score":0.3346004,"about_ca_system_score_codex":0.00007275432,"about_ca_system_score_gemma":0.00027259666,"threshold_uncertainty_score":0.99572146},"labels":[],"label_agreement":null},{"id":"W3028182393","doi":"","title":"Analyzing housing market dynamics and residential location choices concurrent with light-rail transit investment in Kitchener-Waterloo, Canada","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Transport and Accessibility","field":"Social Sciences","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":"Investment (military); Transit (satellite); Transport engineering; Light rail transit; Business; Geography; Engineering; Public transport; Political science","score_opus":0.007944414195037214,"score_gpt":0.2074120600771114,"score_spread":0.1994676458820742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028182393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99627167,0.0002825662,0.000075543816,0.0019599292,0.00020351147,0.0003508394,0.00003167419,0.000029302259,0.0007949873],"genre_scores_gemma":[0.96991485,0.00014384532,0.00023689169,0.000021893924,0.000045786586,7.005913e-7,0.00044007314,0.000017462477,0.029178467],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99841934,0.00013640316,0.00019859335,0.00047898435,0.00046604633,0.000300643],"domain_scores_gemma":[0.9992183,0.000028946399,0.00027754705,0.00014075548,0.00015837932,0.00017607519],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022511205,0.00023147347,0.00042052186,0.00018055207,0.0003651018,0.00006762445,0.00029860443,0.0001956177,0.00008792611],"category_scores_gemma":[0.00000936458,0.00025361692,0.000055976463,0.00046164717,0.00016024451,0.00041992747,0.00001731513,0.0002553569,5.554619e-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":[0.00082512636,0.00016267605,0.30632696,0.0019596163,0.0002887008,0.0002526676,0.6835782,0.00009869204,0.00052056415,0.0006520087,0.0006997746,0.0046350183],"study_design_scores_gemma":[0.0019072809,0.00013640976,0.34345946,0.0011958639,0.0007111496,3.2508572e-7,0.64777,0.0014137691,0.00086306746,0.00015182623,0.0013726135,0.0010182717],"about_ca_topic_score_codex":0.97625214,"about_ca_topic_score_gemma":0.99984485,"teacher_disagreement_score":0.037132498,"about_ca_system_score_codex":0.00047399613,"about_ca_system_score_gemma":0.0010311367,"threshold_uncertainty_score":0.9999916},"labels":[],"label_agreement":null},{"id":"W3028483569","doi":"","title":"Town, Gown and Capital: The Student Housing Submarket and the Production of Urban Space","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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":"Production (economics); Capital (architecture); Space (punctuation); Business; Economics; Geography; Computer science; Archaeology; Microeconomics","score_opus":0.011425037458406204,"score_gpt":0.18093753166201318,"score_spread":0.16951249420360698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028483569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99006915,0.0029119728,0.000005424862,0.00413551,0.00044370486,0.00040855512,0.000034022753,0.000017182749,0.0019744742],"genre_scores_gemma":[0.9050681,0.0033722285,0.00013455284,0.000028994098,0.00007002829,7.7074776e-7,0.000031432974,0.000022311831,0.09127156],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99912083,0.00004000883,0.00021106674,0.00038775124,0.00007247932,0.00016783633],"domain_scores_gemma":[0.9989665,0.000044019427,0.0006072441,0.00027979538,0.000059161594,0.000043269785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003688396,0.00018616373,0.00053317,0.00013054688,0.0002585621,0.000039715236,0.00024710773,0.0001392878,0.000033318378],"category_scores_gemma":[0.00001805879,0.0001607069,0.00010998409,0.00016854206,0.0003287003,0.0001698155,0.0000839396,0.00021486476,0.0000056460476],"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":[0.00072251644,0.00009206766,0.014950265,0.0005638185,0.00036651475,0.000012089819,0.92920166,0.000019518813,0.00025427897,0.047121167,0.005245087,0.0014510272],"study_design_scores_gemma":[0.0056874794,0.00047696778,0.40610474,0.00072106987,0.0006742268,0.000017651118,0.49474582,0.00071382296,0.0012559278,0.0030648527,0.08499921,0.0015382527],"about_ca_topic_score_codex":0.01963236,"about_ca_topic_score_gemma":0.011548586,"teacher_disagreement_score":0.43445584,"about_ca_system_score_codex":0.00003499562,"about_ca_system_score_gemma":0.000021887043,"threshold_uncertainty_score":0.986896},"labels":[],"label_agreement":null},{"id":"W3029909430","doi":"","title":"Mucoadhesive Nanocomposite Derived from Cellulose Nanocrystal and Chitosan for the Delivery of Hydrophobic Compounds","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrospun Nanofibers in Biomedical 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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Chitosan; Nanocomposite; Nanocrystal; Cellulose; Materials science; Chemical engineering; Nanotechnology; Chemistry; Organic chemistry; Engineering","score_opus":0.0070592833323082,"score_gpt":0.19404833658026657,"score_spread":0.18698905324795836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029909430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99671555,0.00059834664,0.00017226457,0.000937364,0.00022846469,0.00077741774,0.00045028576,0.00004415669,0.00007614642],"genre_scores_gemma":[0.9699471,0.00038071233,0.018698772,0.00004544967,0.00007587948,0.000007588207,0.0012950433,0.000041579166,0.0095078675],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99860746,0.00006574269,0.00023019385,0.00050600583,0.00032578278,0.0002648021],"domain_scores_gemma":[0.9985464,0.00035175827,0.0005016235,0.000343189,0.000132284,0.00012473842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008345152,0.00026433304,0.00053229084,0.00009941247,0.0003332477,0.000028132938,0.0007236399,0.00026430868,0.00009369202],"category_scores_gemma":[0.0000060168013,0.00024366191,0.00018605377,0.00020218416,0.0004752287,0.00010870511,0.00014319143,0.00016287282,0.000012188822],"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":[0.0003991284,0.00005760263,0.000035728317,0.00020205286,0.000099048804,0.0000040296372,0.02606964,8.382001e-7,0.9722169,0.00010262691,0.00050230185,0.00031012238],"study_design_scores_gemma":[0.00081430667,0.00022356937,0.0012114259,0.00012127001,0.0003977499,0.0000014919341,0.014573736,0.0003518582,0.9812381,0.00025852094,0.00054581906,0.00026210325],"about_ca_topic_score_codex":0.01427729,"about_ca_topic_score_gemma":0.0039293417,"teacher_disagreement_score":0.026768446,"about_ca_system_score_codex":0.000037795427,"about_ca_system_score_gemma":0.00012645604,"threshold_uncertainty_score":0.99362445},"labels":[],"label_agreement":null},{"id":"W3031082675","doi":"","title":"Exploring Low to Moderate Velocity Motor Vehicle Rear Impacts as a Viable Injury Mechanism in the Lumbar Spine","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Musculoskeletal pain 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":"Mechanism (biology); Physical medicine and rehabilitation; Lumbar spine; Medicine; Psychology; Engineering; Surgery; Physics","score_opus":0.02001656536750189,"score_gpt":0.23614678963125732,"score_spread":0.21613022426375544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031082675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936326,0.000020147383,0.000020407442,0.004600875,0.00017115443,0.0010801723,0.000013991669,0.000049113496,0.0004115505],"genre_scores_gemma":[0.96903557,0.00015484635,0.0011621439,0.00024936756,0.00007114454,0.000006087066,0.00027085718,0.00003496908,0.029014995],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99863005,0.00012517482,0.00017121717,0.00039772087,0.00038824775,0.0002875726],"domain_scores_gemma":[0.9991944,0.00002519976,0.00012716308,0.00030261037,0.00015006252,0.00020055876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033680283,0.0002375571,0.0004859551,0.00023770433,0.00013914265,0.000018853236,0.00021612183,0.00019776972,0.00011096686],"category_scores_gemma":[0.00012099924,0.00021489616,0.00019856288,0.0004241742,0.000035629368,0.00025455907,0.000046976544,0.0004095316,0.00011062823],"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":[0.0028283915,0.0003847851,0.00012959815,0.0049695163,0.0001770186,0.00010911111,0.3976045,0.000048020756,0.58850896,0.000793335,0.00051826256,0.0039285086],"study_design_scores_gemma":[0.0048392243,0.0071462123,0.26576996,0.0043977345,0.0004852417,0.000005521051,0.66035813,0.0073204944,0.04638931,0.001336656,0.00067204697,0.0012794656],"about_ca_topic_score_codex":0.016843976,"about_ca_topic_score_gemma":0.00554562,"teacher_disagreement_score":0.5421196,"about_ca_system_score_codex":0.00015215471,"about_ca_system_score_gemma":0.00014333273,"threshold_uncertainty_score":0.98970294},"labels":[],"label_agreement":null},{"id":"W3031276736","doi":"","title":"Growing What We Eat, Eating What We Grow: Investigating the Enduring Role of Jamaica’s Domestic Food System","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Migration, Ethnicity, and 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":"International Development Research Centre","keywords":"Food systems; Food insecurity; Psychology; Food security; Development economics; Political science; Geography; Economics; Agriculture","score_opus":0.01767019847172129,"score_gpt":0.22012308360005725,"score_spread":0.20245288512833595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031276736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908718,0.0032706906,0.000007514799,0.0033382291,0.0005889532,0.00045822866,0.0000074970526,0.00009400518,0.0013630886],"genre_scores_gemma":[0.9811026,0.0040138075,0.0005279635,0.00002736668,0.00024659003,0.0000023018881,0.00008514973,0.00003239524,0.013961821],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99801123,0.00034747802,0.00031658172,0.00043732743,0.0004926377,0.00039475915],"domain_scores_gemma":[0.9983362,0.0002612427,0.0007629077,0.00027245996,0.00018800709,0.00017916448],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060312444,0.00026927606,0.0005529499,0.00018956578,0.0012439475,0.00028044093,0.0007459714,0.0003233677,0.00006511232],"category_scores_gemma":[0.000103985025,0.0002828369,0.00026343562,0.00039458318,0.00026229117,0.0029610263,0.00010529664,0.00038039882,0.000021012942],"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":[0.000018728124,0.000015393245,0.0009715418,0.0011171169,0.00013660702,0.000005092562,0.9866737,0.000099276454,0.0018946357,0.0050769784,0.00005668849,0.0039342074],"study_design_scores_gemma":[0.00022914095,0.00006595844,0.0007162321,0.0036225857,0.00017279827,9.988838e-7,0.9920104,0.00047892556,0.0013658764,0.000596213,0.0004723153,0.00026855094],"about_ca_topic_score_codex":0.04678899,"about_ca_topic_score_gemma":0.17223139,"teacher_disagreement_score":0.1254424,"about_ca_system_score_codex":0.00020261102,"about_ca_system_score_gemma":0.00026995735,"threshold_uncertainty_score":0.9999624},"labels":[],"label_agreement":null},{"id":"W3031731668","doi":"","title":"Development of Electrodes and Coatings for Sodium Ion Energy Storage","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advancements in Battery Materials","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":"Higher Education Discipline Innovation Project; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Henan Normal University","keywords":"Energy storage; Electrode; Ion; Sodium; Materials science; Nanotechnology; Engineering physics; Engineering; Chemistry; Metallurgy; Physics; Thermodynamics; Organic chemistry","score_opus":0.008849663886921206,"score_gpt":0.19284323103094667,"score_spread":0.18399356714402545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031731668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966768,0.00008541271,0.0026168372,0.00003718561,0.0002405499,0.0001577427,0.000033036256,0.000059638332,0.0000928021],"genre_scores_gemma":[0.7901384,0.0003377728,0.12636499,0.000024805562,0.00010879164,0.0000066773728,0.002361566,0.00015717295,0.080499835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994086,0.000009518216,0.00014046753,0.0001755777,0.00011384819,0.00015197686],"domain_scores_gemma":[0.9996489,0.000017637243,0.0001446968,0.00009235882,0.000059342492,0.00003701948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004955272,0.00016802884,0.00033400056,0.00010229707,0.00006539911,0.0000069242296,0.00013652905,0.00012085953,0.00003469005],"category_scores_gemma":[0.0000050940516,0.00021617535,0.000031540163,0.00005011621,0.000023373737,0.00010294398,0.000028670764,0.000051600342,0.0000014967711],"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":[0.00017931538,0.000015502923,0.000012103966,0.001893244,0.00011571519,0.000002365534,0.059163637,0.00015267341,0.9344362,0.0002504323,0.0007474447,0.0030313574],"study_design_scores_gemma":[0.0006552302,0.00009855282,0.00024640182,0.00022972173,0.000101090125,5.1629974e-7,0.027597293,0.00031799122,0.9643273,0.00014333025,0.0059077153,0.00037488813],"about_ca_topic_score_codex":0.00025935052,"about_ca_topic_score_gemma":0.0016256729,"teacher_disagreement_score":0.2065384,"about_ca_system_score_codex":0.000056379344,"about_ca_system_score_gemma":0.000027761575,"threshold_uncertainty_score":0.8815375},"labels":[],"label_agreement":null},{"id":"W3033543298","doi":"","title":"Encountering the Waterlands: Stories of Environment, Animals and Architecture in the Ahiak","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Architecture; Art; Visual arts","score_opus":0.017361260233285842,"score_gpt":0.2575501036304376,"score_spread":0.24018884339715177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033543298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995368,0.0003214788,0.0000023408447,0.0024656018,0.00018104879,0.00061567617,0.000051439667,0.000007661851,0.0009867506],"genre_scores_gemma":[0.9672863,0.0012734588,0.000119931436,0.00009484216,0.00007227242,0.000004429649,0.000094394105,0.000016903148,0.031037468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99891615,0.00024330625,0.00015862496,0.00019159805,0.00014231598,0.0003479876],"domain_scores_gemma":[0.999315,0.00016819107,0.00026986082,0.000184448,0.000038312508,0.000024168783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003309593,0.00014816875,0.000364241,0.000069830225,0.001206095,0.000003152364,0.00030934875,0.00020922732,0.00013151925],"category_scores_gemma":[0.000014399738,0.00009633773,0.000060495157,0.00006770689,0.00012127239,0.000031279305,0.00014941231,0.0005304342,0.000013355335],"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":[0.00019584222,0.00001521918,0.022443037,0.0005771634,0.00005694389,0.000012172852,0.97545886,0.0000075000776,0.00053759967,0.00012648682,0.00038189738,0.00018727391],"study_design_scores_gemma":[0.0003122939,0.00017468719,0.07846558,0.00010255782,0.00005715046,7.9621094e-7,0.91143894,0.0000036628826,0.000024550402,0.000082526414,0.009247494,0.00008973265],"about_ca_topic_score_codex":0.062320907,"about_ca_topic_score_gemma":0.5128412,"teacher_disagreement_score":0.45052028,"about_ca_system_score_codex":0.000060158087,"about_ca_system_score_gemma":0.000060688333,"threshold_uncertainty_score":0.9439232},"labels":[],"label_agreement":null},{"id":"W3035511199","doi":"","title":"Uprooting and Rerooting: A Critical Race Informed Narrative Inquiry of LTC Home Culture with Stories Told by Thamizh (Tamil) Elders","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Tamil; Race (biology); Narrative; Critical race theory; Gender studies; Sociology; Genealogy; Gerontology; History; Medicine; Art; Literature","score_opus":0.014930095717548456,"score_gpt":0.2147235668427803,"score_spread":0.19979347112523183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035511199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99391866,0.0004926829,0.0000032428868,0.0011570303,0.0002634638,0.00028099338,0.00009769607,0.00006436822,0.0037218477],"genre_scores_gemma":[0.7070663,0.000060389895,0.00043185375,0.000048881124,0.00015895399,0.0000012917026,0.00073002983,0.000035707304,0.2914666],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885195,0.00004511112,0.00017488861,0.00034799604,0.00032517943,0.00025485066],"domain_scores_gemma":[0.9989586,0.0000539013,0.00032184398,0.00015048413,0.0003866439,0.00012855034],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000052036958,0.0003287991,0.0006110684,0.000098712546,0.00047175513,0.00007359605,0.00021713067,0.00025294235,0.00025874874],"category_scores_gemma":[0.000058692636,0.00028430033,0.00011087927,0.00008924188,0.00060480967,0.00043509688,0.00004338462,0.00040465838,0.000004201859],"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":[0.0004502389,0.000034661272,0.00024415847,0.0011328757,0.00017372963,0.000017120756,0.9816864,9.1746597e-7,0.0004606684,0.004062199,0.011584479,0.00015251884],"study_design_scores_gemma":[0.00076251937,0.00047583395,0.00019487622,0.00058258075,0.00023085557,0.0000025129336,0.9890937,0.0000075435005,0.00048311043,0.000053880918,0.0077618742,0.00035072002],"about_ca_topic_score_codex":0.0026080857,"about_ca_topic_score_gemma":0.037694138,"teacher_disagreement_score":0.28774473,"about_ca_system_score_codex":0.00003276252,"about_ca_system_score_gemma":0.00009374201,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W3035971200","doi":"","title":"The perceived unmet need for home care and impact on frailty related health outcomes among community-dwelling middle-aged and older adults in Canada","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Frailty in Older Adults","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; Medicine; Aging in place; Environmental health","score_opus":0.015143294240883457,"score_gpt":0.23720310712011194,"score_spread":0.2220598128792285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035971200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443823,0.0005350781,5.332606e-7,0.003070186,0.0001615654,0.0015055323,0.00021067097,0.00003301001,0.00004517243],"genre_scores_gemma":[0.9863656,0.0004753522,0.00015120588,0.00010557447,0.000009653561,0.0000020068076,0.0017160112,0.00004700663,0.011127544],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983876,0.00025188876,0.00026590555,0.0003611383,0.00032794315,0.0004055232],"domain_scores_gemma":[0.99829525,0.00052411936,0.0003286803,0.0003986224,0.0001538111,0.00029949323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020388437,0.00037905198,0.0009028945,0.0002155826,0.00066219294,0.000023235445,0.00024677452,0.00025593795,0.000014394275],"category_scores_gemma":[0.00008872912,0.0003215456,0.00014720498,0.00019690335,0.00013703786,0.00010106387,0.000056704088,0.0010818392,8.0307234e-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":[0.0023813823,0.00006923981,0.2174576,0.0033348643,0.0004153445,0.000060336148,0.7704198,0.00004901394,0.000058041493,0.000005616726,0.0008747788,0.004873983],"study_design_scores_gemma":[0.0032715704,0.00043267236,0.56491727,0.0014945618,0.000094603165,0.0000020415785,0.42924368,0.00033750568,0.000013172136,0.0000064279243,0.000014236474,0.00017227531],"about_ca_topic_score_codex":0.9813677,"about_ca_topic_score_gemma":0.99589676,"teacher_disagreement_score":0.3474596,"about_ca_system_score_codex":0.0007581211,"about_ca_system_score_gemma":0.0007065082,"threshold_uncertainty_score":0.99992365},"labels":[],"label_agreement":null},{"id":"W3036194274","doi":"","title":"Area and Energy Optimizations in ASIC Implementations of AES and PRESENT Block Ciphers","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptographic Implementations and Security","field":"Computer 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":"University of Waterloo","keywords":"Application-specific integrated circuit; Block cipher; Advanced Encryption Standard; Computer science; S-box; Implementation; Block (permutation group theory); AES implementations; Parallel computing; Embedded system; Arithmetic; Cryptography; Mathematics; Algorithm; Programming language","score_opus":0.012806077294358915,"score_gpt":0.22105001880759614,"score_spread":0.20824394151323722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036194274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99361336,0.00029078318,0.00328802,0.002016774,0.00008560903,0.00021397068,0.00008903805,0.000030431253,0.00037201322],"genre_scores_gemma":[0.9557047,0.0020607424,0.034032516,0.00002997345,0.000013134242,0.000003329398,0.00071458105,0.000017534214,0.0074235233],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991647,0.000048395086,0.00016836067,0.0003011133,0.00017233915,0.0001451135],"domain_scores_gemma":[0.9993948,0.000046356785,0.00019947646,0.00018273357,0.00010044738,0.0000762314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060698818,0.00013454982,0.0002475662,0.00037132163,0.0001322159,0.0000320949,0.0002654582,0.000075715296,0.00003836868],"category_scores_gemma":[0.000004454786,0.0001656393,0.000055877405,0.0004573171,0.000074238924,0.0002713349,0.00013409663,0.00008206329,2.2783142e-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":[0.00012860323,0.00042546593,0.0212965,0.0008038152,0.0005012298,0.000055958484,0.79229146,0.0010863699,0.002758052,0.14397456,0.0031218133,0.03355617],"study_design_scores_gemma":[0.004017788,0.00061846257,0.064521976,0.00030536266,0.00035535227,0.000010219995,0.8730449,0.046423014,0.0015626036,0.0039020071,0.0042027486,0.0010355354],"about_ca_topic_score_codex":0.02454097,"about_ca_topic_score_gemma":0.07275689,"teacher_disagreement_score":0.14007254,"about_ca_system_score_codex":0.000017106328,"about_ca_system_score_gemma":0.000069085094,"threshold_uncertainty_score":0.9819547},"labels":[],"label_agreement":null},{"id":"W3036218685","doi":"","title":"Integrated Asset Management Framework and Model for Water Distribution Networks","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Systems 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":"Asset management; Asset (computer security); Distribution (mathematics); Computer science; Business; Mathematics; Finance; Computer security","score_opus":0.007011083497985452,"score_gpt":0.17215645247277667,"score_spread":0.1651453689747912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036218685","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":[0.28186744,0.00014851127,0.7153299,0.00021598488,0.0006638007,0.00090243405,0.0002914543,0.0002784288,0.00030205827],"genre_scores_gemma":[0.7716044,0.0005982815,0.02222212,0.000011284536,0.00009456623,0.0000075165262,0.029233119,0.000103897764,0.1761248],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993363,0.000012147183,0.00011823044,0.0002291481,0.00009862699,0.0002055442],"domain_scores_gemma":[0.9996647,0.0000083768655,0.00004925047,0.0001338371,0.00007662742,0.000067164954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054086206,0.00020775426,0.00028892496,0.000072792485,0.000093763,0.000033186156,0.00013267323,0.0003250823,0.000013179443],"category_scores_gemma":[0.0000017575821,0.00020437314,0.0000801636,0.00007889771,0.00001611361,0.00013048323,0.00002785662,0.00016902659,0.0000045877778],"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":[0.000237757,0.000025174344,0.00005532125,0.0025770299,0.0004840464,0.000014691952,0.046962507,0.92848474,0.0002208301,0.0014896798,0.01768978,0.0017584701],"study_design_scores_gemma":[0.00031043074,0.000029680925,0.00010257057,0.00024821283,0.00017366759,4.0129996e-7,0.009546474,0.9875124,0.0003435914,0.00020680102,0.0012733166,0.00025244732],"about_ca_topic_score_codex":0.0004743938,"about_ca_topic_score_gemma":0.0031715943,"teacher_disagreement_score":0.6931078,"about_ca_system_score_codex":0.000062034735,"about_ca_system_score_gemma":0.000005011701,"threshold_uncertainty_score":0.8334095},"labels":[],"label_agreement":null},{"id":"W3036578182","doi":"","title":"The effects of curing- and service- conditions on durability of reinforced concrete structures","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Durability; Curing (chemistry); Reinforced concrete; Composite material; Structural engineering; Materials science; Forensic engineering; Engineering","score_opus":0.00484912109608959,"score_gpt":0.18251380337027606,"score_spread":0.17766468227418647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036578182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998656,0.000121302175,0.0000025116694,0.00020178089,0.00025518704,0.0003561123,0.0000791726,0.000055863515,0.0002720737],"genre_scores_gemma":[0.99661076,0.00020188045,0.000046378867,0.0000099733,0.000008613157,5.882867e-7,0.0001529365,0.000015271915,0.002953598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926823,0.000048830912,0.0001768641,0.00018838933,0.00018839487,0.0001292914],"domain_scores_gemma":[0.9989363,0.00032446074,0.00017265115,0.00032541674,0.00016142662,0.0000797195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006875685,0.00018672338,0.0004108105,0.00007116973,0.00011123005,0.0000075184234,0.00022829059,0.00018028483,0.000049597536],"category_scores_gemma":[0.00008349573,0.00017443401,0.00012575032,0.00014080892,0.00013922587,0.00006780571,0.00004216108,0.00022351267,0.000002261969],"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":[0.0013946622,0.000006983162,0.00069842086,0.02390801,0.00044100572,0.000016203094,0.15990138,0.0011857526,0.802991,0.006828458,0.0011408806,0.0014872631],"study_design_scores_gemma":[0.004289951,0.0011758468,0.115404285,0.0019239122,0.0008829807,0.0000036616143,0.13558237,0.016391803,0.7211467,0.0010904684,0.0008606181,0.0012473777],"about_ca_topic_score_codex":0.0019642462,"about_ca_topic_score_gemma":0.0029313806,"teacher_disagreement_score":0.11470587,"about_ca_system_score_codex":0.000030052222,"about_ca_system_score_gemma":0.000033162873,"threshold_uncertainty_score":0.7113213},"labels":[],"label_agreement":null},{"id":"W3041022044","doi":"","title":"Evaluating Controls on Arsenic Geochemistry at the Long Lake Gold Mine in Sudbury, ON","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mine drainage and remediation techniques","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":"Arsenic; Geochemistry; Mining engineering; Geology; Environmental science; Metallurgy; Materials science","score_opus":0.013329112463716025,"score_gpt":0.2344941225176311,"score_spread":0.2211650100539151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041022044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98946387,0.00002679605,0.0000016135077,0.0015711728,0.00005989712,0.00036499335,0.000025502011,0.000035021847,0.008451167],"genre_scores_gemma":[0.5908452,0.000050484003,0.00013655666,0.00010762789,0.000029850422,0.0000017652368,0.0005251576,0.000015745998,0.40828758],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877757,0.00007182086,0.00012881453,0.00037310104,0.00044972386,0.00019897531],"domain_scores_gemma":[0.99931055,0.00009676328,0.0002436202,0.0002823641,0.00001525859,0.00005145716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023280966,0.00019402972,0.00025690143,0.00005949776,0.0001078404,0.000010336908,0.00036147243,0.00020473554,0.0024291002],"category_scores_gemma":[0.00006204386,0.00017022839,0.0001214509,0.00016256206,0.000093634415,0.000065140375,0.0001032729,0.00030341677,0.00022980406],"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":[0.0022371977,0.00051752577,0.006138868,0.00057900714,0.00017049491,0.0004987644,0.14341885,0.0017592214,0.7604564,0.00012624224,0.061670095,0.02242736],"study_design_scores_gemma":[0.006814225,0.0028622448,0.111796685,0.0023906422,0.0006447092,0.000013104229,0.14688802,0.009296117,0.7018912,0.0007162289,0.013842624,0.0028442405],"about_ca_topic_score_codex":0.0050910376,"about_ca_topic_score_gemma":0.15681566,"teacher_disagreement_score":0.39983642,"about_ca_system_score_codex":0.00014642792,"about_ca_system_score_gemma":0.000016598,"threshold_uncertainty_score":0.9984828},"labels":[],"label_agreement":null},{"id":"W3041029875","doi":"","title":"Machine Learning based Models for Fresh Produce Yield and Price Forecasting for Strawberry Fruit","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":11,"is_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; Loblaw Companies Limited","keywords":"Yield (engineering); Horticulture; Machine learning; Agricultural engineering; Mathematics; Computer science; Engineering; Biology; Materials science","score_opus":0.03230730450230037,"score_gpt":0.2287089144398017,"score_spread":0.19640160993750133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041029875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892293,0.000992497,0.0052017746,0.00085507217,0.00007697221,0.00059661455,0.00042106913,0.00015629448,0.0024703762],"genre_scores_gemma":[0.6604692,0.00017877926,0.015035835,0.00003279353,0.00016018514,0.000008769633,0.0033279948,0.000102458696,0.32068402],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99879736,0.0000070605483,0.00015049419,0.00055639836,0.00018507436,0.0003036078],"domain_scores_gemma":[0.9989022,0.00025004157,0.0003688171,0.00017659471,0.00019216661,0.00011016724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000097581426,0.00028197098,0.0005214057,0.00018518929,0.00031832836,0.000031435764,0.00027052616,0.0003199483,0.00025784725],"category_scores_gemma":[0.00018606558,0.0003379836,0.00022881493,0.00021108917,0.000041348147,0.00016268308,0.000038838425,0.00032907093,9.308359e-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":[0.009954052,0.00086162786,0.0049213334,0.05866883,0.004352417,0.0000862579,0.17885822,0.012616196,0.70819986,0.0013335097,0.00920812,0.010939602],"study_design_scores_gemma":[0.0033719155,0.00055042416,0.00007294492,0.00070507854,0.0030008063,0.000003816283,0.14786659,0.38413522,0.45565897,0.0011984757,0.0020679722,0.0013677775],"about_ca_topic_score_codex":0.0033919949,"about_ca_topic_score_gemma":0.0035354667,"teacher_disagreement_score":0.37151903,"about_ca_system_score_codex":0.00005918691,"about_ca_system_score_gemma":0.000089799454,"threshold_uncertainty_score":0.9999072},"labels":[],"label_agreement":null},{"id":"W3041545070","doi":"","title":"The Association Between Social Support Availability and Memory: A Cross-Sectional Analysis of the Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Health disparities and outcomes","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":"Velux Stiftung","keywords":"Association (psychology); Cross-sectional study; Gerontology; Psychology; Environmental health; Medicine; Pathology","score_opus":0.04352249280441147,"score_gpt":0.3161346969352726,"score_spread":0.2726122041308611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041545070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99055386,0.000009146473,1.1047889e-7,0.007144593,0.00027151138,0.00035155384,0.000155727,0.000010616903,0.0015028844],"genre_scores_gemma":[0.93237877,0.000013613512,0.0000036900794,0.0000383593,0.0000829404,5.32978e-7,0.00008824269,0.0000053991985,0.06738844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981244,0.00036920307,0.00018545416,0.00026549707,0.0007400143,0.00031539393],"domain_scores_gemma":[0.9986984,0.0002877557,0.0004396497,0.0001370434,0.00028961306,0.00014750655],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013765739,0.00011778352,0.00038092438,0.00015494254,0.003499021,0.00009679448,0.00036816965,0.00024042532,0.00014599104],"category_scores_gemma":[0.0001973118,0.000101500016,0.00025147287,0.00058326096,0.00021843208,0.000099592544,0.000041151714,0.00030448724,0.0000035939818],"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":[0.00002118799,0.000014353707,0.82656056,0.000033480468,0.00053716655,0.0000010011865,0.17216313,0.0000016708045,2.5488407e-7,0.00027449237,0.0002875693,0.000105115745],"study_design_scores_gemma":[0.00013493953,0.00002507888,0.7957584,0.000005980695,0.0005373885,8.332292e-9,0.20286028,0.0000043555146,0.0000012393979,0.000028610713,0.00057205104,0.000071664705],"about_ca_topic_score_codex":0.932906,"about_ca_topic_score_gemma":0.99769586,"teacher_disagreement_score":0.06588555,"about_ca_system_score_codex":0.00070675276,"about_ca_system_score_gemma":0.000960915,"threshold_uncertainty_score":0.99779826},"labels":[],"label_agreement":null},{"id":"W3042137873","doi":"","title":"Recreating a Taste of Home in Canada: A Radical Interpretive Inquiry into Toronto’s Intergenerational Chinese Food Sharing Networks","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Taste; Sociology; Aesthetics; Psychology; Art; Neuroscience","score_opus":0.012556098312604387,"score_gpt":0.23345835084214184,"score_spread":0.22090225252953746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042137873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970942,0.00031241908,0.00010153565,0.00036958538,0.0005570316,0.00024379871,0.000016402864,0.000014537833,0.0012904827],"genre_scores_gemma":[0.9909239,0.00025646255,0.000407116,0.00002028652,0.00018268662,0.0000015033695,0.00029515824,0.000013534923,0.007899371],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99869764,0.00014521035,0.00027588938,0.0003595733,0.00028277413,0.00023894284],"domain_scores_gemma":[0.999126,0.00008672049,0.00036529344,0.00013337233,0.0001466193,0.0001419811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027128405,0.00018566832,0.0004746845,0.00010255786,0.00021430558,0.000018718674,0.00046135776,0.0002186697,0.0005533268],"category_scores_gemma":[0.000102427104,0.00022611435,0.0001198094,0.00021035272,0.00012973789,0.0003962557,0.00009217513,0.00025633865,0.0000014137995],"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":[0.00016617643,0.000026641268,0.023456657,0.00011747097,0.000102076265,0.0000066225634,0.97397286,0.00048562826,0.000090957335,0.0005897682,0.00047007742,0.000515055],"study_design_scores_gemma":[0.00036305582,0.00011735827,0.040435366,0.00047427078,0.000046850604,2.7409507e-7,0.9520339,0.0058407662,0.00003223991,0.0001824507,0.00016017955,0.00031333105],"about_ca_topic_score_codex":0.9948256,"about_ca_topic_score_gemma":0.99996024,"teacher_disagreement_score":0.021939011,"about_ca_system_score_codex":0.0013534381,"about_ca_system_score_gemma":0.0012772224,"threshold_uncertainty_score":0.9220675},"labels":[],"label_agreement":null},{"id":"W3046762186","doi":"","title":"Habitat use of young-of-year Arctic Grayling (Thymallus arcticus) in Barrenland streams of central Nunavut, Canada","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grayling; STREAMS; Arctic; Habitat; Geography; Fishery; Ecology; Environmental science; Biology; Computer science","score_opus":0.007297580204153726,"score_gpt":0.1664534243163948,"score_spread":0.15915584411224107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046762186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987626,0.000015355407,0.000002409669,0.00022661517,0.00018523115,0.00022577592,0.000047466805,0.0000050928875,0.0005294634],"genre_scores_gemma":[0.9891577,0.00013983912,0.00047402247,0.0000084679405,0.000003547817,3.191665e-7,0.000111810645,0.000009074518,0.010095228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899375,0.000059947895,0.00018902354,0.0002600047,0.00026632677,0.00023096362],"domain_scores_gemma":[0.99935347,0.000067201465,0.00033175462,0.00016197676,0.000029246865,0.00005637893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007799446,0.00016201913,0.000457699,0.00008828793,0.000057679903,0.0000024237445,0.0002578891,0.00010981622,0.0002995087],"category_scores_gemma":[0.00004250642,0.0001870055,0.00008477352,0.00019566428,0.0002100744,0.00015990822,0.00014509361,0.00015505847,0.000003637639],"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":[0.00032015407,0.00009124012,0.9687779,0.0007961085,0.00016371693,0.000041183015,0.026504243,0.0010400683,0.0005774789,0.00005590241,0.0015397565,0.00009224611],"study_design_scores_gemma":[0.000557723,0.000112448324,0.94125307,0.00017977136,0.00014965083,3.1311652e-7,0.056743514,0.00012594175,0.0005997603,0.000045674227,0.0000772578,0.0001549034],"about_ca_topic_score_codex":0.8804874,"about_ca_topic_score_gemma":0.996293,"teacher_disagreement_score":0.11580567,"about_ca_system_score_codex":0.00017036442,"about_ca_system_score_gemma":0.000058592246,"threshold_uncertainty_score":0.7625863},"labels":[],"label_agreement":null},{"id":"W3080205689","doi":"","title":"In Search of a Scalable Geo-Distributed Consensus Protocol","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Service-Oriented Architecture and Web Services","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":"University of Waterloo","keywords":"Scalability; Computer science; Protocol (science); Consensus; Distributed computing; Medicine; Artificial intelligence; Multi-agent system; Database","score_opus":0.010687591708085776,"score_gpt":0.22682268020080656,"score_spread":0.21613508849272078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080205689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97278893,0.000028655393,0.0005520497,0.0048402804,0.00022777828,0.0197496,0.00011424874,0.00012929403,0.0015691762],"genre_scores_gemma":[0.46607405,0.000095743,0.1627269,0.0014573731,0.00047432503,0.001732187,0.005122565,0.00035823212,0.36195862],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983984,0.00012069824,0.00021599658,0.0005082258,0.00043617171,0.00032049764],"domain_scores_gemma":[0.9987701,0.00006079512,0.00028039998,0.00048449295,0.00028296237,0.00012121498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014700096,0.00023014743,0.000494727,0.0003734698,0.00008403577,0.00002397183,0.001343879,0.00023836235,0.00007601701],"category_scores_gemma":[0.000005259274,0.0002568822,0.00013226425,0.0009843498,0.000060656264,0.00019136239,0.0002752348,0.00035924205,0.00003364382],"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":[0.0027951458,0.0010009452,0.0031237497,0.012322094,0.00047457987,0.0010676521,0.9135739,0.0015372768,0.042652775,0.0103320815,0.0041014287,0.007018322],"study_design_scores_gemma":[0.01913082,0.0033045202,0.046649367,0.0050874786,0.00037537393,0.000049763286,0.5282425,0.081353486,0.26437578,0.0054698344,0.04199406,0.0039670095],"about_ca_topic_score_codex":0.050732665,"about_ca_topic_score_gemma":0.04634615,"teacher_disagreement_score":0.5067149,"about_ca_system_score_codex":0.000044116776,"about_ca_system_score_gemma":0.0002636508,"threshold_uncertainty_score":0.9999883},"labels":[],"label_agreement":null},{"id":"W3082300905","doi":"","title":"The Newfoundland Root Cellar: Adapting Passive Strategies for the New Corner Store","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Root (linguistics); Architectural engineering; Engineering; Visual arts; Geography; Art; Linguistics; Philosophy","score_opus":0.01588764274922211,"score_gpt":0.19813545095653418,"score_spread":0.18224780820731207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082300905","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":[0.89087856,0.00050554087,0.00035424042,0.09318395,0.0026695249,0.0015853836,0.000025543979,0.00020306133,0.0105941715],"genre_scores_gemma":[0.18470156,0.000034928114,0.00014863335,0.00020556315,0.0072114775,0.0000025843285,0.00055934774,0.00006834346,0.8070676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990763,0.000012118155,0.00012905656,0.00028366546,0.00021464881,0.00028420743],"domain_scores_gemma":[0.9988738,0.00015413912,0.00048305854,0.00025381902,0.0002119439,0.00002326448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012574394,0.00025157403,0.0002644703,0.00007252786,0.0010666398,0.00035887057,0.0006501889,0.00023551096,0.000120338336],"category_scores_gemma":[0.000035178462,0.0001816218,0.00021027705,0.0002003052,0.00007913419,0.00055990985,0.00009972561,0.00037114162,0.000054023898],"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":[0.0010287422,0.000048224934,0.0008307112,0.00078271894,0.0006875353,0.00006745486,0.044586252,0.0007655431,0.00037361306,0.0164317,0.9206793,0.0137182465],"study_design_scores_gemma":[0.0008848082,0.00003710135,0.0044394806,0.00014677284,0.00062879967,7.2366237e-7,0.35123715,0.0021168431,0.000027805947,0.0027314238,0.63736886,0.00038023415],"about_ca_topic_score_codex":0.069564596,"about_ca_topic_score_gemma":0.12856078,"teacher_disagreement_score":0.7964734,"about_ca_system_score_codex":0.000030753028,"about_ca_system_score_gemma":0.0001585348,"threshold_uncertainty_score":0.93663126},"labels":[],"label_agreement":null},{"id":"W3082458283","doi":"","title":"Understanding the differential impact of vegetation measures on the association between vegetation and mental health disorders","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Green Space and Health","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); Association (psychology); Mental health; Geography; Differential (mechanical device); Physical geography; Medicine; Psychology; Psychiatry; Engineering; Psychotherapist","score_opus":0.028962179718835232,"score_gpt":0.23243596830768953,"score_spread":0.2034737885888543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082458283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99236953,0.00005883847,0.000115971234,0.0064940946,0.00008383194,0.0005015338,0.000025719979,0.00001368825,0.00033676054],"genre_scores_gemma":[0.99641633,0.00031003638,0.000023410288,0.000026860604,0.000021449792,4.4548767e-7,0.00021163376,0.00001337127,0.0029764753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986769,0.00020388748,0.00014190577,0.00023136837,0.000543494,0.00020244032],"domain_scores_gemma":[0.99905354,0.00011720978,0.0006056571,0.00013464144,0.000014072541,0.00007486647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028664674,0.00016834731,0.00027959133,0.00006356502,0.0004893939,0.000019452697,0.00019616669,0.00012660293,0.000071939765],"category_scores_gemma":[0.000015963014,0.00012250633,0.00014243169,0.00017477524,0.000103708684,0.00014123188,0.000040934752,0.00024757104,0.000015033464],"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":[0.00024083094,0.00006812355,0.66074246,0.00024395363,0.00036452588,3.568358e-7,0.3298679,0.0002281453,0.0014486503,0.00041592485,0.0034072055,0.0029719363],"study_design_scores_gemma":[0.00045296826,0.0004452562,0.94790125,0.00012204547,0.000109158944,8.3320735e-8,0.04966484,0.0005882491,0.000040856587,0.00048435014,0.00005014642,0.00014081987],"about_ca_topic_score_codex":0.037407443,"about_ca_topic_score_gemma":0.18943553,"teacher_disagreement_score":0.2871588,"about_ca_system_score_codex":0.0008526672,"about_ca_system_score_gemma":0.000054866796,"threshold_uncertainty_score":0.96900254},"labels":[],"label_agreement":null},{"id":"W3083119279","doi":"","title":"Fabrication of high aspect ratio (HAR) atomic force microscope (AFM) tips and nano-pillar arrays using pseudo-Bosch and wet etching","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Force Microscopy Techniques 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":"University of Waterloo","keywords":"Pillar; Atomic force microscopy; Fabrication; Nanotechnology; Etching (microfabrication); Nano-; Materials science; Aspect ratio (aeronautics); Composite material; Engineering; Layer (electronics); Mechanical engineering","score_opus":0.007890979010982301,"score_gpt":0.22014030877650032,"score_spread":0.21224932976551802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083119279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99162567,0.00009377869,0.007184072,0.00018177814,0.000049226503,0.00044296132,0.0001714806,0.000036405898,0.00021462823],"genre_scores_gemma":[0.9669562,0.00011224216,0.02019791,0.000008518407,0.0000462829,0.0000015915663,0.00088911375,0.000037057598,0.011751089],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990361,0.000033241697,0.00019896356,0.00041719116,0.0001282436,0.00018629027],"domain_scores_gemma":[0.9990331,0.00002164932,0.0004700275,0.00025495866,0.00013727874,0.00008296282],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007465819,0.0002524531,0.00044979755,0.00013338,0.00028862877,0.000042074575,0.00020842857,0.00014571099,0.00007386329],"category_scores_gemma":[0.0000023236928,0.00030589307,0.00010138104,0.00017529962,0.00010471776,0.00019971246,0.00008417856,0.0001973827,0.0000039359347],"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":[0.00007570716,0.000048139224,0.001979042,0.00031134867,0.0001278151,7.3090774e-7,0.022026878,0.000028980152,0.96566665,0.008016614,0.0004980885,0.0012200143],"study_design_scores_gemma":[0.0017322727,0.00028478485,0.0035730025,0.00083568523,0.0009091617,0.0000042198853,0.07102669,0.00862538,0.9046146,0.0058715832,0.0012948131,0.0012278021],"about_ca_topic_score_codex":0.022348166,"about_ca_topic_score_gemma":0.000604659,"teacher_disagreement_score":0.06105203,"about_ca_system_score_codex":0.000039925017,"about_ca_system_score_gemma":0.00008226184,"threshold_uncertainty_score":0.9999393},"labels":[],"label_agreement":null},{"id":"W3086106400","doi":"","title":"Fractional-Reserve Banking and the Double-Title to Property Problem","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Banking stability, regulation, efficiency","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":"Division of Graduate Education; University of Waterloo","keywords":"Property (philosophy); Business; Financial system; Philosophy; Epistemology","score_opus":0.018972875169963016,"score_gpt":0.19937254394569462,"score_spread":0.1803996687757316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086106400","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":[0.8966081,0.0010483309,0.0002482193,0.013153796,0.0005926654,0.0012325174,0.000091258735,0.000078388206,0.08694673],"genre_scores_gemma":[0.43419704,0.00012866901,0.0019012996,0.000058143887,0.000076607146,0.0000027273554,0.0001663032,0.0000331868,0.56343603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994013,0.000013238485,0.0001322695,0.0002866666,0.00005643776,0.000110130066],"domain_scores_gemma":[0.99949574,0.000024138559,0.00020050145,0.00018437076,0.000059224712,0.00003603204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021883124,0.00010134305,0.0002607209,0.000118019256,0.00014937116,0.00003119588,0.00021220728,0.00010511819,0.00086301484],"category_scores_gemma":[0.000018799843,0.000088276436,0.00007642311,0.00017671961,0.00006482062,0.00010282907,0.000053675554,0.00013430986,0.00030187954],"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":[0.001431428,0.00020389081,0.016227085,0.0013213113,0.0004016098,0.000008234157,0.27891403,0.0005895523,0.00013354661,0.6769873,0.018632809,0.005149223],"study_design_scores_gemma":[0.01143893,0.00048074205,0.16986549,0.0007340363,0.0003569941,0.0000085397205,0.06044622,0.015741898,0.0003811424,0.15810819,0.579675,0.0027627621],"about_ca_topic_score_codex":0.012047608,"about_ca_topic_score_gemma":0.005250525,"teacher_disagreement_score":0.56104225,"about_ca_system_score_codex":0.0000516657,"about_ca_system_score_gemma":0.000027068741,"threshold_uncertainty_score":0.9945313},"labels":[],"label_agreement":null},{"id":"W3086914317","doi":"","title":"Nanoparticles as X-ray CT Imaging Contrast Agents in Saturated Porous Media","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Enhanced Oil Recovery 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contrast (vision); Nanoparticle; Porous medium; Materials science; Porosity; Nanotechnology; Chemical engineering; Computer science; Computer vision; Engineering; Composite material","score_opus":0.007768390532891873,"score_gpt":0.19977660400787664,"score_spread":0.19200821347498476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086914317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699146,0.00026410256,0.000010940259,0.00011020927,0.00031764465,0.00021613263,0.000030714888,0.00044845688,0.0016103486],"genre_scores_gemma":[0.9860002,0.00040978414,0.0010952491,0.000016447004,0.000018744218,9.743823e-7,0.00044476776,0.00006008769,0.011953779],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998995,0.000036485377,0.00016375081,0.00028240998,0.00022346937,0.0002988619],"domain_scores_gemma":[0.9995092,0.00004166922,0.000101295125,0.00018418314,0.00006391711,0.00009974479],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006770235,0.00026881802,0.00042953834,0.00025947238,0.00004335667,0.000021679074,0.00031055947,0.00012558208,0.00014576333],"category_scores_gemma":[0.000030146508,0.00034959815,0.000091110735,0.00027763657,0.00003971693,0.00028179542,0.000030322668,0.0003437494,0.00007695007],"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":[0.00040361882,0.00011140875,0.002541314,0.0012610316,0.00032310173,0.0024065175,0.1638293,0.0020495825,0.7873851,0.00016890727,0.005516284,0.03400383],"study_design_scores_gemma":[0.002719541,0.00015620347,0.05238436,0.0020939687,0.00032784854,0.00001829478,0.16671753,0.011697908,0.75874007,0.0006775435,0.002390031,0.0020767313],"about_ca_topic_score_codex":0.008487605,"about_ca_topic_score_gemma":0.028490983,"teacher_disagreement_score":0.04984305,"about_ca_system_score_codex":0.00016328564,"about_ca_system_score_gemma":0.000040255767,"threshold_uncertainty_score":0.9998956},"labels":[],"label_agreement":null},{"id":"W3089124600","doi":"","title":"Amended Model of Large Scale Dark Matter Structure","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cosmology and Gravitation Theories","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; Institut Périmètre de physique théorique; University of Waterloo","keywords":"Dark matter; Mixed dark matter; Scale (ratio); Physics; Astrophysics; Hot dark matter; Dark energy; Cosmology","score_opus":0.005203506178723415,"score_gpt":0.20057873602792473,"score_spread":0.1953752298492013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089124600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659383,0.000011296189,0.00033804163,0.00037836435,0.0001014631,0.0001137614,0.00087421434,0.000010626842,0.001578413],"genre_scores_gemma":[0.8351444,6.292551e-7,0.002002472,0.000018488012,0.000018806419,1.716458e-7,0.0019327742,0.000012808554,0.16086943],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994173,0.0000317578,0.00009572891,0.00020624496,0.00011111452,0.0001378336],"domain_scores_gemma":[0.99943656,0.000013633169,0.000230144,0.0001679227,0.0001055834,0.00004613894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000029070326,0.00015140651,0.00032121292,0.00008227555,0.00010088281,0.000005241501,0.00020699672,0.00012527956,0.00095735426],"category_scores_gemma":[7.9005054e-7,0.00017564515,0.0001441039,0.00008358845,0.00006607006,0.000093694485,0.00003859368,0.00018849611,0.000029578037],"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":[0.0012243302,0.00028414195,0.04681699,0.00091856264,0.0009952922,0.0000070074684,0.772547,0.0005373698,0.042329617,0.11019402,0.022863708,0.0012819393],"study_design_scores_gemma":[0.0019158726,0.00011527964,0.013077077,0.00015804308,0.00059827016,3.0762587e-7,0.5142211,0.0006462153,0.02593565,0.44234937,0.0003066474,0.0006761847],"about_ca_topic_score_codex":0.001083868,"about_ca_topic_score_gemma":0.0016002241,"teacher_disagreement_score":0.33215535,"about_ca_system_score_codex":0.000008305408,"about_ca_system_score_gemma":0.00005520872,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W3093275191","doi":"","title":"Removal of Arsenic and Metals from Mine-impacted Groundwater Using Organic Carbon and Zero-valent Iron in Passive Remediation Systems","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Arsenic contamination and mitigation","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":"Zerovalent iron; Environmental remediation; Arsenic; Groundwater; Environmental chemistry; Environmental science; Total organic carbon; Contaminated groundwater; Groundwater remediation; Waste management; Environmental engineering; Mining engineering; Chemistry; Contamination; Metallurgy; Geology; Materials science; Engineering; Adsorption; Geotechnical engineering","score_opus":0.009228332317744902,"score_gpt":0.18863155032762843,"score_spread":0.17940321800988354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093275191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99906236,0.00013889585,0.000020662314,0.00013515144,0.0001275333,0.00033427373,0.000017966006,0.000012149481,0.00015100508],"genre_scores_gemma":[0.98704094,0.0001713665,0.00038813613,0.0000046060572,0.000011335487,2.410353e-7,0.00032593697,0.000014482547,0.012042963],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99896455,0.00010252732,0.00019765843,0.000331407,0.0002713247,0.00013252004],"domain_scores_gemma":[0.99934477,0.000032859705,0.0003913754,0.00012506224,0.000027767806,0.00007813958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096750315,0.00016940373,0.0003533415,0.00012333089,0.000046623998,0.000012032589,0.00009254081,0.00019664146,0.00009367747],"category_scores_gemma":[0.000022335442,0.00019147001,0.00004233123,0.00016090654,0.00009033077,0.00022138166,0.0000715446,0.0001233593,0.000004389269],"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":[0.000218652,0.000070730464,0.0093701705,0.00030849432,0.00008945908,0.0000951511,0.1648926,0.00015742473,0.8223452,0.000024456553,0.0000496243,0.0023780593],"study_design_scores_gemma":[0.004832634,0.00046394314,0.605412,0.0009854616,0.0012367003,0.000044211563,0.29043835,0.06421814,0.030668668,0.00022118232,0.00026087184,0.0012178507],"about_ca_topic_score_codex":0.07788388,"about_ca_topic_score_gemma":0.051388666,"teacher_disagreement_score":0.7916765,"about_ca_system_score_codex":0.00019962447,"about_ca_system_score_gemma":0.000024077375,"threshold_uncertainty_score":0.96592104},"labels":[],"label_agreement":null},{"id":"W3094119698","doi":"","title":"Modeling and Analysis for Emergency Messaging Delay in Vehicular Ad Hoc Networks","year":2009,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Vehicular Ad Hoc Networks (VANETs)","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":"University of Waterloo","funders":"","keywords":"Vehicular ad hoc network; Computer science; Wireless ad hoc network; Computer network; Scalability; Latency (audio); Randomness; Dissemination; Cluster analysis; Node (physics); Broadcasting (networking); Distributed computing; Mobile ad hoc network; Wireless; Engineering; Telecommunications","score_opus":0.007516338660281191,"score_gpt":0.18312300816079585,"score_spread":0.17560666950051465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094119698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9121323,0.0028852513,0.08439564,0.00023889431,0.00004616405,0.0001702504,0.0000046082046,0.000091496964,0.000035342844],"genre_scores_gemma":[0.9925708,0.0013219146,0.005022086,0.0000099132185,0.000016858663,4.1067298e-7,0.000033241584,0.000016662236,0.0010080676],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990898,0.00002524324,0.00014000766,0.00024960644,0.00011625364,0.00037909247],"domain_scores_gemma":[0.9995918,0.000013250889,0.00003279101,0.00021707886,0.000046700952,0.00009837715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020478552,0.00016706173,0.00034823036,0.00031499652,0.00008780525,0.000011435977,0.00016845234,0.00013128108,0.0000224039],"category_scores_gemma":[0.0000032825901,0.00020996126,0.00016232955,0.0005376101,0.000020030408,0.00022085136,0.000036404486,0.00015911639,0.0000012786118],"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":[0.000021412316,0.00001326332,0.0017974608,0.000024958563,0.00020505964,0.0000224899,0.003931048,0.9910826,0.00029296684,0.000036145168,0.0000761849,0.002496386],"study_design_scores_gemma":[0.00047087527,0.000035354118,0.0035711175,0.000029885461,0.00028540086,0.0000017851485,0.0023349915,0.9928106,0.000015884245,0.00010758217,0.00011286869,0.00022367452],"about_ca_topic_score_codex":0.00075812545,"about_ca_topic_score_gemma":0.0118790055,"teacher_disagreement_score":0.080438495,"about_ca_system_score_codex":0.000059264134,"about_ca_system_score_gemma":0.000005728866,"threshold_uncertainty_score":0.8561972},"labels":[],"label_agreement":null},{"id":"W3095515476","doi":"","title":"Predicting Resource Use of Community Mental Health Services at the Transition from Inpatient Psychiatry","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mental Health Treatment and Access","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":"University of Waterloo; Ministry of Advanced Education; Ministry of Advanced Education and Skills Development","keywords":"Mental health; Psychiatry; Resource (disambiguation); Medicine; Computer science","score_opus":0.02300689217003937,"score_gpt":0.26836458292254034,"score_spread":0.24535769075250097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095515476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920491,0.00042916654,8.496309e-7,0.004694235,0.00063408475,0.00073922565,0.0011175129,0.00004056319,0.00029523528],"genre_scores_gemma":[0.940319,0.00013789641,0.00028005484,0.0006275103,0.00006838523,0.00000241572,0.022284124,0.000042051503,0.03623856],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837774,0.0006056363,0.00026089116,0.00024279766,0.0002834787,0.00022945984],"domain_scores_gemma":[0.9986184,0.00008975123,0.00072623347,0.00041171865,0.000042402193,0.00011146985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013973375,0.00022344872,0.00041874428,0.00009541833,0.000947646,0.000011822505,0.00039643623,0.00020391378,0.0005520373],"category_scores_gemma":[8.4568507e-7,0.00021036887,0.00015586115,0.00015002744,0.00008251151,0.00015812748,0.00008346788,0.00041921937,0.000029150126],"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":[0.0021985294,0.00045828053,0.013473444,0.0011052385,0.0002958252,0.0000025932027,0.97420716,0.000007065107,0.00012372254,0.000036135905,0.004448374,0.0036436198],"study_design_scores_gemma":[0.0015741863,0.00063699,0.119459145,0.0008190911,0.00018490276,9.77492e-7,0.8755999,0.000068908324,0.00020013169,0.000037463848,0.0012430516,0.00017520173],"about_ca_topic_score_codex":0.4022935,"about_ca_topic_score_gemma":0.34982,"teacher_disagreement_score":0.1059857,"about_ca_system_score_codex":0.0001446286,"about_ca_system_score_gemma":0.000036578098,"threshold_uncertainty_score":0.8578594},"labels":[],"label_agreement":null},{"id":"W3096231795","doi":"","title":"Challenges in epidemiological modelling: from socio-virulence dynamics to HIV interventions in MSM populations.","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"HIV/AIDS Impact and Responses","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":"Human immunodeficiency virus (HIV); Epidemiology; Psychological intervention; Virulence; Geography; Dynamics (music); Environmental health; Virology; Biology; Medicine; Psychology; Genetics; Pathology","score_opus":0.1401130949752204,"score_gpt":0.27608013763220013,"score_spread":0.13596704265697973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096231795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98556757,0.0022342775,0.0014006946,0.008388567,0.00020457857,0.00027416466,0.00050830294,0.000029377688,0.0013924593],"genre_scores_gemma":[0.9031413,0.004684828,0.007937751,0.00003970737,0.000043719763,0.0000027681479,0.0015077408,0.000036079113,0.082606085],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985777,0.00008528871,0.00046939545,0.00054401316,0.00005043524,0.0002731723],"domain_scores_gemma":[0.99911475,0.00011228112,0.000376604,0.0002493917,0.00002890815,0.00011804848],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036688268,0.0002222375,0.0008217208,0.00072176446,0.0000745225,0.000014040357,0.00041800106,0.00041301452,0.00018152798],"category_scores_gemma":[0.00015726147,0.000284329,0.0003122919,0.00028226938,0.000044525415,0.00019153496,0.00007898244,0.0003879999,0.00024418824],"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":[0.001584402,0.0010491823,0.22637561,0.0011730117,0.0003226194,0.00019883832,0.5459569,0.03426662,0.000062029285,0.17537957,0.0020436067,0.011587591],"study_design_scores_gemma":[0.0018929078,0.00042115003,0.43351534,0.0019501086,0.00007998297,0.0000011902501,0.3250366,0.1626357,0.000017958339,0.07115805,0.0017626876,0.0015283324],"about_ca_topic_score_codex":0.03180654,"about_ca_topic_score_gemma":0.16323166,"teacher_disagreement_score":0.22092031,"about_ca_system_score_codex":0.00026040536,"about_ca_system_score_gemma":0.000027642343,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W3096943139","doi":"","title":"Toward an Interoperable and Centralized Consent Centric Access Control Model for Healthcare Resources: Model and Implementation","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electronic Health Records Systems","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":"Interoperability; Access control; Health care; Control (management); Computer science; Knowledge management; Process management; Business; Engineering management; Computer security; Political science; World Wide Web; Engineering; Artificial intelligence; Law","score_opus":0.09515082111862357,"score_gpt":0.38930766550969687,"score_spread":0.2941568443910733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096943139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828262,0.00063781714,0.0017545455,0.009071739,0.00023385616,0.004667313,0.0006641317,0.00009420715,0.0000502071],"genre_scores_gemma":[0.939087,0.0023459266,0.0017455143,0.0007801521,0.00009981816,0.000044688928,0.0016046579,0.00009342198,0.054198857],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972145,0.00054035115,0.00050758297,0.00066530914,0.00026407096,0.00080816477],"domain_scores_gemma":[0.9979558,0.00018882325,0.00072826224,0.00021947465,0.00041011302,0.00049755373],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004857882,0.00032655158,0.0008703915,0.00024233111,0.00082366436,0.00003006494,0.00032116866,0.00047024948,0.00004021889],"category_scores_gemma":[0.00003333233,0.0003575129,0.00008917589,0.00012881488,0.00005258783,0.00037319367,0.000083526145,0.0005839662,0.000003476622],"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":[0.0043652216,0.00008159805,0.0051289755,0.022365632,0.00024708165,0.0000071415316,0.9550413,0.00055813027,0.0008888589,0.0016763841,0.0056813494,0.0039583086],"study_design_scores_gemma":[0.00854228,0.0005315675,0.0009257886,0.000891594,0.00029856502,0.0000016639065,0.44378582,0.54280436,0.000027500799,0.00060030987,0.0011273073,0.0004632557],"about_ca_topic_score_codex":0.080948785,"about_ca_topic_score_gemma":0.27223748,"teacher_disagreement_score":0.5422462,"about_ca_system_score_codex":0.00042629897,"about_ca_system_score_gemma":0.0011804147,"threshold_uncertainty_score":0.9998877},"labels":[],"label_agreement":null},{"id":"W3097024671","doi":"","title":"A Coupled Snow Operations-Skier Demand Model for the Ontario (Canada) Ski Region","year":2016,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Winter Sports Injuries and Performance","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":"Snow; Meteorology; Environmental science; Climatology; Geography; Geology","score_opus":0.014630086531677912,"score_gpt":0.19660484635290895,"score_spread":0.18197475982123104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097024671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9516229,0.000024437397,0.023647575,0.024112092,0.00010828591,0.00032624663,0.00001238945,0.00001332035,0.00013274328],"genre_scores_gemma":[0.5974508,0.00003434645,0.0011382786,0.00015512042,0.00002972036,6.2226167e-7,0.000005557922,0.000005487358,0.4011801],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947554,0.0000046515574,0.00007222809,0.00014219494,0.00014738053,0.00015798734],"domain_scores_gemma":[0.99946743,0.00003192727,0.000043307664,0.00026297904,0.0001282646,0.00006607815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000817493,0.00008458018,0.00016267497,0.00003345456,0.00021966641,0.0000069760863,0.00012765384,0.00004752597,0.00020795179],"category_scores_gemma":[0.000007906877,0.000052529867,0.000071858514,0.000038175178,0.000096514,0.0001367167,0.000039939918,0.00005999716,0.0000029674297],"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":[0.0076742703,0.00043757114,0.10697998,0.0004155338,0.0012276951,0.00021079197,0.30704382,0.011168096,0.006447012,0.0035490803,0.5362539,0.018592203],"study_design_scores_gemma":[0.011817468,0.0010575153,0.08728364,0.0008763365,0.00093897077,0.000101433434,0.02794961,0.7482114,0.0025986137,0.00019252473,0.11821918,0.0007533305],"about_ca_topic_score_codex":0.8059569,"about_ca_topic_score_gemma":0.9864715,"teacher_disagreement_score":0.73704326,"about_ca_system_score_codex":0.00015885715,"about_ca_system_score_gemma":0.00034937676,"threshold_uncertainty_score":0.22769263},"labels":[],"label_agreement":null},{"id":"W3098189641","doi":"","title":"The Dionysian Temple of Toronto An Exploration of Nietzsche’s Affirmation of Life","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Nietzsche, Schopenhauer, and Hegel","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":"Temple; Art; Art history; Environmental ethics; History; Ancient history; Philosophy","score_opus":0.035711875250251955,"score_gpt":0.2237749581606594,"score_spread":0.18806308291040744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098189641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921101,0.00091459206,0.000018801333,0.00048163912,0.00040918187,0.0003954126,0.0001228041,0.000028675166,0.0055188253],"genre_scores_gemma":[0.9041428,0.0013595124,0.000359659,0.000009662743,0.00014900656,0.00000131296,0.0010566701,0.000029328796,0.09289207],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988686,0.00009783582,0.0003277412,0.00019912727,0.00036370882,0.00014299553],"domain_scores_gemma":[0.99819523,0.0000433446,0.000859389,0.0003178669,0.00050407805,0.0000800988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001870954,0.00018265011,0.00048594255,0.000071258124,0.0003045704,0.000027695643,0.0004021148,0.00013733219,0.00073539454],"category_scores_gemma":[0.000022911481,0.00016728393,0.00019793646,0.000042557043,0.00019100704,0.0014073973,0.00003891733,0.00012229104,0.000011191368],"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":[0.00058124086,0.00012696543,0.00007930242,0.0010105302,0.00018432604,7.113056e-7,0.96409446,0.000011531496,0.0053505083,0.022489404,0.0040324028,0.0020386255],"study_design_scores_gemma":[0.0005300185,0.00042125283,0.00080367125,0.0001958902,0.00019293398,6.904214e-8,0.9822709,0.00011740921,0.0046231546,0.00033285771,0.010310046,0.00020181356],"about_ca_topic_score_codex":0.09112209,"about_ca_topic_score_gemma":0.526513,"teacher_disagreement_score":0.4353909,"about_ca_system_score_codex":0.000034688226,"about_ca_system_score_gemma":0.00012196748,"threshold_uncertainty_score":0.9149302},"labels":[],"label_agreement":null},{"id":"W3103440960","doi":"","title":"TiO2 and Biomaterials based Memristor Devices and its In-Memory Computing Applications","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Memory and Neural Computing","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 Waterloo","keywords":"Memristor; Computer science; Nanotechnology; Materials science; Computer architecture; Engineering; Electrical engineering","score_opus":0.01082154630096655,"score_gpt":0.20320487687051092,"score_spread":0.19238333056954438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103440960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985168,0.00059992686,0.00014962262,0.00007328741,0.00011355741,0.00025690766,0.000017564178,0.000120182274,0.00015214576],"genre_scores_gemma":[0.99602205,0.00009062205,0.0014222324,0.0000118386815,0.000041396255,5.4355195e-7,0.00015606901,0.000024894149,0.0022303783],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994267,0.000021733475,0.000111297464,0.0002323731,0.000071144066,0.00013675634],"domain_scores_gemma":[0.99967515,0.000059832884,0.00008944282,0.00007986699,0.000029325365,0.00006639979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052715204,0.00016420348,0.0002922609,0.00014584146,0.000107924076,0.000012999188,0.00010742026,0.000119369004,0.000009197069],"category_scores_gemma":[0.000005775925,0.00021119756,0.000029270603,0.00012747668,0.000023537868,0.0000953094,0.000033012864,0.00009475387,0.0000042746883],"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":[0.0002002463,0.000047315778,0.0004902189,0.010259176,0.00013014553,0.00009960291,0.07417278,0.010163723,0.8795631,0.00017297335,0.000102417616,0.024598291],"study_design_scores_gemma":[0.0046156086,0.0003060179,0.034082215,0.002627003,0.0005392029,0.000021621034,0.15022628,0.24442618,0.5552765,0.00021699585,0.0046470095,0.0030153384],"about_ca_topic_score_codex":0.00018803266,"about_ca_topic_score_gemma":0.0014129885,"teacher_disagreement_score":0.32428658,"about_ca_system_score_codex":0.000026685899,"about_ca_system_score_gemma":0.000012228863,"threshold_uncertainty_score":0.8612387},"labels":[],"label_agreement":null},{"id":"W3104149682","doi":"","title":"Navigating early pregnancy loss within Ontario's healthcare system: A qualitative exploratory study of the experiences of midwifery clients and midwives","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Obstetrics; Exploratory research; Qualitative research; Health care; Nursing; Medicine; Pregnancy; Sociology; Political science","score_opus":0.0401168635895171,"score_gpt":0.31990942478500933,"score_spread":0.27979256119549223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104149682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970003,0.0004393545,4.8458617e-7,0.00007631806,0.001004011,0.001288608,0.000051146268,0.000019911531,0.000119907294],"genre_scores_gemma":[0.9875767,0.000016468872,0.00007644248,0.000008479947,0.000011052819,0.000011274274,0.00006198028,0.00001988108,0.012217673],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975704,0.00078964006,0.00043452566,0.0005052513,0.00044812087,0.00025208807],"domain_scores_gemma":[0.9979074,0.00007196474,0.001336924,0.00035634654,0.00019673747,0.00013063684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024946005,0.00026604265,0.0006880553,0.000073746465,0.00027297687,0.0000073621495,0.0003999152,0.00020034537,0.00003288594],"category_scores_gemma":[0.0000080252275,0.00024479878,0.000116184965,0.00021992926,0.00024939995,0.00017481044,0.00010534541,0.00044009546,0.0000028013833],"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":[0.0005485618,0.00038336744,0.022482617,0.0031371024,0.00021502457,0.000022668422,0.97255707,4.8100526e-7,0.00013369996,0.00033643146,0.000012132991,0.00017082815],"study_design_scores_gemma":[0.0012677584,0.0015968105,0.041418776,0.0045700595,0.00012831457,0.0000012651303,0.95033675,0.0000010870591,0.00048388142,0.000021203392,0.0000017134953,0.00017235603],"about_ca_topic_score_codex":0.43850932,"about_ca_topic_score_gemma":0.61756486,"teacher_disagreement_score":0.17905553,"about_ca_system_score_codex":0.00013749328,"about_ca_system_score_gemma":0.00018004108,"threshold_uncertainty_score":0.99826044},"labels":[],"label_agreement":null},{"id":"W3111753021","doi":"","title":"Application of the Theory of Planned Behavior: Examining the Factors that Influence the Consumption of Dairy Milk Among Canadian University Students","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Culinary Culture and Tourism","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":"Theory of planned behavior; Consumption (sociology); Agricultural economics; Economics; Sociology; Social science; Management; Control (management)","score_opus":0.019646644472293272,"score_gpt":0.20031545838491593,"score_spread":0.18066881391262266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111753021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989112,0.000038421527,3.0972842e-7,0.00027295586,0.00007278137,0.0004268701,0.00017624095,0.000007475629,0.00009374392],"genre_scores_gemma":[0.99288005,0.000052527565,0.000003961008,0.0000061083856,0.00000910101,2.858625e-7,0.00024804956,0.0000011914677,0.006798752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991098,0.00016846857,0.00010881608,0.00018756387,0.0003019643,0.00012337608],"domain_scores_gemma":[0.99907464,0.00012158236,0.00049435545,0.00013872693,0.00011593239,0.00005477175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015537832,0.0001340077,0.00022512373,0.000024418487,0.00032531034,0.000007067912,0.0009715715,0.00017789009,0.000050957096],"category_scores_gemma":[0.000010198125,0.00005184342,0.00014150987,0.00022401488,0.00030334387,0.000110506495,0.00009669224,0.00018855018,0.0000014867895],"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":[0.00013070361,0.00005061823,0.91921735,0.00005653364,0.00008438674,0.000002575788,0.05422415,0.000009484308,0.024866624,0.00012423156,0.00010920392,0.0011241417],"study_design_scores_gemma":[0.00008935759,0.00007200192,0.8028793,0.000056780744,0.00016895373,2.818144e-7,0.19407642,0.0000033336385,0.0023494947,0.000019876336,0.00021361567,0.00007061881],"about_ca_topic_score_codex":0.3617413,"about_ca_topic_score_gemma":0.72280854,"teacher_disagreement_score":0.36106727,"about_ca_system_score_codex":0.000035310135,"about_ca_system_score_gemma":0.000033646575,"threshold_uncertainty_score":0.6425089},"labels":[],"label_agreement":null},{"id":"W3113006106","doi":"","title":"Deep Decarbonization in Cities: Pathways, Strategies, Governance Mechanisms and Actors for Transformative Climate Action","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainability and Climate Change Governance","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":"Transformative learning; Action (physics); Corporate governance; Political science; Climate change; Environmental ethics; Environmental planning; Collective action; Sociology; Environmental science; Ecology; Economics; Management; Biology; Law; Politics","score_opus":0.013170200987050707,"score_gpt":0.20246822629514916,"score_spread":0.18929802530809844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113006106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997377,0.000069449,0.0005496886,0.00033375953,0.00013630069,0.000651195,0.00014302596,0.00003385852,0.0007057633],"genre_scores_gemma":[0.9880493,0.0029861084,0.0016910871,0.00004119103,0.000018860877,0.000009075113,0.0007679184,0.00004003248,0.006396425],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885297,0.000042356605,0.00015608741,0.0003952205,0.00025544953,0.000297894],"domain_scores_gemma":[0.99942136,0.00004178217,0.00030789478,0.0001271515,0.000030482837,0.000071346265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012291767,0.00022903919,0.00032054432,0.000042894586,0.000160169,0.000028770042,0.00020673012,0.0002500273,0.00025778386],"category_scores_gemma":[0.000017875602,0.00027726014,0.000083279825,0.00021741027,0.000102469574,0.000810096,0.00004802457,0.00017022017,0.0000069850526],"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":[0.0013604113,0.00012001504,0.000918581,0.0027351675,0.000046046072,0.000021264212,0.9727902,0.0011124394,0.008905741,0.0050551416,0.00012873257,0.0068062507],"study_design_scores_gemma":[0.0009437735,0.00024565708,0.014341325,0.00013594188,0.00006765809,8.9649745e-7,0.9717335,0.005628586,0.002424707,0.0035994435,0.00049293065,0.00038557258],"about_ca_topic_score_codex":0.009920264,"about_ca_topic_score_gemma":0.17114893,"teacher_disagreement_score":0.16122866,"about_ca_system_score_codex":0.0005046481,"about_ca_system_score_gemma":0.00004893832,"threshold_uncertainty_score":0.99996793},"labels":[],"label_agreement":null},{"id":"W3118254750","doi":"","title":"Improving Object Detection with MatrixNets","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Face and Expression Recognition","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":"University of Waterloo","keywords":"Computer science; Artificial intelligence; Information retrieval","score_opus":0.006729335994791593,"score_gpt":0.1783486197140839,"score_spread":0.1716192837192923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118254750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825191,0.00006248177,0.015116274,0.00042835795,0.00042438772,0.00030744815,0.000008373721,0.00026559428,0.0008680107],"genre_scores_gemma":[0.7204983,0.00014188865,0.048417542,0.00007799651,0.00010536157,0.000002053451,0.00042806735,0.000059853453,0.23026891],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989598,0.00004342499,0.00008479653,0.00042937425,0.0002921737,0.00019047444],"domain_scores_gemma":[0.99921656,0.000017599397,0.00025848765,0.000272233,0.00014159697,0.00009350196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058545374,0.0001863348,0.00025025412,0.00020341168,0.00018836342,0.000054033106,0.00051061367,0.00019736927,0.0000407745],"category_scores_gemma":[0.0000066549337,0.00019069352,0.00009797348,0.0002937769,0.00002371317,0.00054671534,0.00008428236,0.00023589637,0.00010735844],"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":[0.0011161511,0.00016339672,0.0001386552,0.0017492693,0.00028687675,0.00038574406,0.25184798,0.00011881674,0.38669074,0.00028205072,0.0023739098,0.3548464],"study_design_scores_gemma":[0.0045430358,0.0026458653,0.0054901103,0.0017461341,0.0005736356,0.00005189782,0.25955233,0.055332597,0.6626785,0.0006257597,0.00408102,0.0026791464],"about_ca_topic_score_codex":0.009677968,"about_ca_topic_score_gemma":0.015288315,"teacher_disagreement_score":0.35216725,"about_ca_system_score_codex":0.00004089781,"about_ca_system_score_gemma":0.00008722445,"threshold_uncertainty_score":0.99691665},"labels":[],"label_agreement":null},{"id":"W3118404540","doi":"","title":"Prandtl Number Dependence of Stratified Turbulence","year":2019,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Fluid Dynamics and Turbulent Flows","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":"University of Waterloo","funders":"","keywords":"Prandtl number; Turbulence; Download; Mathematics; Turbulent Prandtl number; Distribution (mathematics); Statistical physics; Econometrics; Physics; Mechanics; Mathematical analysis; Computer science; Reynolds number; World Wide Web; Heat transfer","score_opus":0.005312069495058302,"score_gpt":0.16697104450206848,"score_spread":0.16165897500701018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118404540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968693,0.000035792575,0.0001434407,0.00007073781,0.00016371813,0.00012324803,0.00001949547,0.00005726694,0.0025169908],"genre_scores_gemma":[0.97003245,0.0000612957,0.0015655395,0.0000030065191,0.000006289853,7.209367e-8,0.000006372802,0.000010211481,0.028314734],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945325,0.0000108535105,0.00008203365,0.00013460685,0.00015930184,0.00015994506],"domain_scores_gemma":[0.99960285,0.000019998799,0.000037846316,0.0002399783,0.000050528382,0.000048821195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006344688,0.00009908151,0.0001881222,0.000051616847,0.000022880795,0.00000576046,0.00022839055,0.00007636194,0.00055045873],"category_scores_gemma":[0.0000022560373,0.000112851885,0.00006895354,0.00010634916,0.000046289024,0.00018434285,0.000043614426,0.00009519679,0.00015421797],"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":[0.00034817387,0.00033270207,0.101098344,0.0026213266,0.0006478847,0.00012823418,0.089575775,0.49219233,0.28527865,0.018558916,0.0040705265,0.0051471493],"study_design_scores_gemma":[0.0027427112,0.00022302866,0.032581937,0.00032756303,0.00010941115,0.000016850823,0.011505129,0.9346317,0.0155535955,0.0006308298,0.0008514526,0.0008258071],"about_ca_topic_score_codex":0.0027332958,"about_ca_topic_score_gemma":0.0013007779,"teacher_disagreement_score":0.44243935,"about_ca_system_score_codex":0.000020476586,"about_ca_system_score_gemma":0.000013833413,"threshold_uncertainty_score":0.6027137},"labels":[],"label_agreement":null},{"id":"W3119278095","doi":"","title":"Contribution of Point Source Inputs of Phosphorus from a Bunker Silo in a Small Agricultural Watershed in Southern Ontario, Canada","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Bunker; Silo; Watershed; Agriculture; Phosphorus; Geography; Point (geometry); Environmental science; Archaeology; Hydrology (agriculture); Engineering; Geotechnical engineering; Mathematics; Computer science; Chemistry","score_opus":0.0039609767500463485,"score_gpt":0.14295081386881903,"score_spread":0.1389898371187727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119278095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99893624,0.000020254294,0.0000036666268,0.00045223607,0.00009273773,0.00027460346,0.00012446665,0.000008419484,0.00008737011],"genre_scores_gemma":[0.9838826,0.000012082891,0.00012277879,0.000020888194,0.0000048940706,5.732406e-7,0.001412205,0.000011026573,0.014532946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874914,0.0000587445,0.00026811298,0.0003586595,0.00030536417,0.0002599966],"domain_scores_gemma":[0.9993369,0.000022942875,0.0003499454,0.00016511489,0.000040184845,0.0000849297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079964244,0.00022696125,0.000533026,0.0000771385,0.000033033448,0.000005020252,0.0003458298,0.00022876034,0.00015435666],"category_scores_gemma":[0.000009795984,0.00022134314,0.000109775225,0.000244084,0.00008089589,0.000100900055,0.0001225182,0.00027223158,0.000010781256],"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":[0.00081125094,0.00015926652,0.646945,0.000053188127,0.000053794218,0.000047678666,0.34597626,0.00085752713,0.004672912,0.0000036862004,0.00020475588,0.00021469187],"study_design_scores_gemma":[0.0032842653,0.00018103582,0.793679,0.00030574336,0.00010894156,9.31152e-7,0.19083527,0.0006350394,0.00993297,0.00023201056,0.0002911144,0.0005136994],"about_ca_topic_score_codex":0.99930435,"about_ca_topic_score_gemma":0.9996275,"teacher_disagreement_score":0.15514098,"about_ca_system_score_codex":0.0006741789,"about_ca_system_score_gemma":0.00010006285,"threshold_uncertainty_score":0.90261114},"labels":[],"label_agreement":null},{"id":"W3120340890","doi":"10.1637/0003-0031-185.1.139","title":"Lack of Foraging Site Fidelity Between Years by Common Nighthawks (Chordeiles minor)","year":2021,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Avian ecology and behavior","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":true,"ca_institutions":"University of Regina","funders":"","keywords":"Foraging; Forage; Ecology; Fidelity; Biology; Philopatry; Nest (protein structural motif); Geography; Zoology; Demography; Biological dispersal","score_opus":0.01672368280515556,"score_gpt":0.22022605018395877,"score_spread":0.2035023673788032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120340890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99879384,0.000020645275,0.000025914229,0.0006616729,0.000029678225,0.00006605541,0.000081926926,0.000015812602,0.00030442976],"genre_scores_gemma":[0.95241916,0.000009144746,0.00097301503,0.000029947554,0.000005470637,7.690824e-8,0.000050892875,0.0000052168875,0.04650709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992992,0.000065395914,0.00009268127,0.00021404994,0.00014272257,0.00018592234],"domain_scores_gemma":[0.99956226,0.00003202873,0.00009875826,0.00022360086,0.000013540517,0.00006983237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010753401,0.000082845436,0.000218018,0.000024780009,0.000095806965,0.0000039690844,0.0002070471,0.00010355192,0.0021809104],"category_scores_gemma":[0.000004538006,0.00010046978,0.00007808904,0.0001325829,0.00031288815,0.00018005453,0.0002799433,0.000109523455,0.00016518807],"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":[0.0000108996865,0.00006909544,0.9718101,0.000010395426,0.000013970642,0.000034734003,0.006985493,0.000016838843,0.014579548,0.000002245814,0.0043921564,0.0020745178],"study_design_scores_gemma":[0.00033279313,0.000049767015,0.98246646,0.000011828638,0.00006129048,0.0000019903152,0.0064217043,0.00001447328,0.009094729,0.000062550236,0.0013650657,0.00011735836],"about_ca_topic_score_codex":0.010621546,"about_ca_topic_score_gemma":0.017403318,"teacher_disagreement_score":0.04637472,"about_ca_system_score_codex":0.000054440796,"about_ca_system_score_gemma":0.000009629862,"threshold_uncertainty_score":0.99873126},"labels":[],"label_agreement":null},{"id":"W3122422767","doi":"","title":"Efficient Oblivious Database Joins","year":2020,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":35,"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 Waterloo","funders":"","keywords":"Computer science; Joins; Verifiable secret sharing; sort; Delegate; Cloud computing; Theoretical computer science; Database; Programming language","score_opus":0.015867856659425444,"score_gpt":0.18658368244233028,"score_spread":0.17071582578290484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122422767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8943652,0.000070884904,0.09716742,0.0076122335,0.00010724335,0.00012849532,0.00010700774,0.00019742156,0.00024413262],"genre_scores_gemma":[0.91042453,0.000043035016,0.0883034,0.00047598567,0.000054119813,1.3238953e-7,0.00004476592,0.000008439718,0.00064560794],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906033,0.000044508375,0.00006858911,0.0003666598,0.00023952944,0.00022037678],"domain_scores_gemma":[0.9991368,0.000026482701,0.00006884215,0.00050357066,0.00005441413,0.0002098602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010161475,0.00010558019,0.00016093478,0.000102016995,0.00015653209,0.00003295725,0.0009993938,0.00004340035,0.000076989876],"category_scores_gemma":[0.000012617998,0.00011882211,0.000103277016,0.0005383375,0.00010588258,0.0002834438,0.00071336626,0.00012013851,0.00011721363],"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":[0.0002608101,0.0011078545,0.0050272564,0.0004434442,0.00022484917,0.0010364117,0.6092495,0.0021001948,0.033352874,0.27513912,0.052086484,0.019971212],"study_design_scores_gemma":[0.0084579885,0.0018847446,0.024941051,0.0002546266,0.0002522178,0.00006172968,0.104800515,0.77289903,0.014212385,0.0026787142,0.06669686,0.0028601277],"about_ca_topic_score_codex":0.004543268,"about_ca_topic_score_gemma":0.0010937201,"teacher_disagreement_score":0.77079886,"about_ca_system_score_codex":0.0000120602845,"about_ca_system_score_gemma":0.00003473591,"threshold_uncertainty_score":0.68680924},"labels":[],"label_agreement":null},{"id":"W3123304413","doi":"","title":"Development and Application of Solid-Phase Microextraction Probe Electrospray Ionization","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","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":"Solid-phase microextraction; Electrospray ionization; Chromatography; Extractive electrospray ionization; Analytical Chemistry (journal); Chemistry; Mass spectrometry; Materials science; Gas chromatography–mass spectrometry; Protein mass spectrometry","score_opus":0.007129963819956117,"score_gpt":0.24171013006817887,"score_spread":0.23458016624822275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123304413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893687,0.00009879684,0.007969473,0.00035100357,0.000018898236,0.00038638266,0.00006868147,0.00014435992,0.0015937311],"genre_scores_gemma":[0.884038,0.0003596561,0.04369513,0.0000077245995,0.00004377625,0.000011781688,0.0050812257,0.000051479845,0.06671128],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999125,0.000008007103,0.00020036423,0.0003459331,0.00018183148,0.0001388883],"domain_scores_gemma":[0.99901384,0.000011581827,0.00053565396,0.00021059511,0.00016137799,0.00006697449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051457162,0.00018027338,0.00029481386,0.00013734787,0.00014155629,0.00000911219,0.00018426926,0.0002645302,0.0002806929],"category_scores_gemma":[0.000006213052,0.00022966372,0.00006319277,0.00022983324,0.00004063546,0.00009782396,0.000031617004,0.00019717998,0.0000064586225],"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":[0.00011642064,0.00017685107,0.0000944452,0.0008292091,0.00006394895,0.0000012136039,0.010559671,0.0000013954843,0.97372353,0.0019979067,0.00016241432,0.012272997],"study_design_scores_gemma":[0.00049983454,0.000056040328,0.0002859718,0.000098675235,0.00013022183,0.0000022522763,0.011733554,0.00050615467,0.97501606,0.00026901218,0.011151974,0.0002502674],"about_ca_topic_score_codex":0.0010837293,"about_ca_topic_score_gemma":0.0018291367,"teacher_disagreement_score":0.10533073,"about_ca_system_score_codex":0.000093282724,"about_ca_system_score_gemma":0.00008573715,"threshold_uncertainty_score":0.9365415},"labels":[],"label_agreement":null},{"id":"W3124447741","doi":"","title":"Managing Children with Asthma at Home Daycares: The Views of Providers","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asthma; Medicine; Business; Internal medicine","score_opus":0.021860368760605195,"score_gpt":0.28115088212517586,"score_spread":0.25929051336457065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124447741","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":[0.9928157,0.0011586063,0.0000031298869,0.0025423442,0.00017903076,0.0014872666,0.0001624043,0.000058880963,0.0015926715],"genre_scores_gemma":[0.48561025,0.0033753323,0.000439206,0.001535669,0.00065692485,0.000021226702,0.0031464146,0.00018010923,0.50503486],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980073,0.00041767678,0.00029568057,0.0003904671,0.00043300504,0.00045584358],"domain_scores_gemma":[0.99811697,0.00011928399,0.0008466077,0.00042105548,0.00020818612,0.00028790245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022145719,0.0002647708,0.0005901025,0.00019161262,0.0009446841,0.000004585653,0.00052359584,0.00029770276,0.0002824281],"category_scores_gemma":[0.00003048953,0.00019431718,0.0001696819,0.00032931985,0.0001353136,0.00013543516,0.00012990819,0.00056743977,0.00010890954],"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":[0.005108425,0.00025141067,0.21944049,0.019674588,0.0009948271,0.00012454162,0.6316852,0.00009164439,0.000563918,0.0002272914,0.11106015,0.010777541],"study_design_scores_gemma":[0.0028690833,0.0006111193,0.36165974,0.0013873394,0.0007469549,0.0000016676664,0.6012575,0.000038012204,0.00007054159,0.00005470369,0.030659322,0.0006440173],"about_ca_topic_score_codex":0.015374705,"about_ca_topic_score_gemma":0.04573524,"teacher_disagreement_score":0.5072054,"about_ca_system_score_codex":0.00013454679,"about_ca_system_score_gemma":0.0009591611,"threshold_uncertainty_score":0.99118197},"labels":[],"label_agreement":null},{"id":"W3130365140","doi":"","title":"Study of the Influence of Different Electrolyte Salts on the Performance of Lithium-Sulfur Batteries","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Battery Materials 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrolyte; Lithium (medication); Sulfur; Inorganic chemistry; Chemistry; Chemical engineering; Materials science; Engineering; Psychology; Organic chemistry; Electrode","score_opus":0.0061012365862935245,"score_gpt":0.17577596973246032,"score_spread":0.1696747331461668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130365140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999365,0.00004163835,6.7036467e-7,0.000070151065,0.00014013387,0.00027069132,0.000028505909,0.000036751953,0.000046507237],"genre_scores_gemma":[0.99610466,0.00021874985,0.000024656601,0.0000023337277,0.000005143353,0.0000013078604,0.000014355399,0.000016166348,0.003612626],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992448,0.000038918028,0.00019191108,0.00014902347,0.0002316142,0.00014371281],"domain_scores_gemma":[0.9990523,0.000048608144,0.00028600908,0.0004833342,0.00011894946,0.000010801501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005457834,0.00019248163,0.0004450352,0.00009547895,0.000068018,0.0000047161725,0.00052551785,0.0001232957,0.00002580512],"category_scores_gemma":[0.000013017265,0.00013370925,0.00008421762,0.00016343618,0.00011457641,0.00008311869,0.000094517905,0.00020151256,6.852077e-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":[0.00025501428,0.00022585427,0.005007702,0.0019077776,0.0003286899,0.0000045266584,0.06152349,0.012950276,0.91697985,0.00016971753,0.000058489208,0.0005886394],"study_design_scores_gemma":[0.00026788414,0.00043919,0.13027611,0.0005911407,0.000089982765,5.8317886e-7,0.07498298,0.000054484244,0.7931072,0.000034355522,0.000010791413,0.0001453064],"about_ca_topic_score_codex":0.00063557114,"about_ca_topic_score_gemma":0.0022060242,"teacher_disagreement_score":0.12526841,"about_ca_system_score_codex":0.000025155376,"about_ca_system_score_gemma":0.000014976319,"threshold_uncertainty_score":0.5452505},"labels":[],"label_agreement":null},{"id":"W3131228867","doi":"","title":"The changing influence of permafrost on peatlands hydrology","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Permafrost; Peat; Hydrology (agriculture); Environmental science; Physical geography; Geography; Geology; Geotechnical engineering; Oceanography; Archaeology","score_opus":0.004702109065548565,"score_gpt":0.18587115209962032,"score_spread":0.18116904303407175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131228867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960172,0.000042936204,5.770718e-7,0.00046569298,0.0001346962,0.00010970647,0.0000371055,0.000011041404,0.0031810452],"genre_scores_gemma":[0.7850203,0.00026615793,0.000028201755,0.000027315991,0.00001622317,5.098594e-7,0.0005711075,0.000010130235,0.21406005],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989995,0.00006933974,0.0001155276,0.00029016123,0.00021847518,0.0003070296],"domain_scores_gemma":[0.9992983,0.00008291464,0.000235532,0.00029901552,0.000027910952,0.000056351902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016315459,0.00016155123,0.00030547977,0.0000927452,0.0003105659,0.000008002372,0.00042240118,0.00022000416,0.0005363872],"category_scores_gemma":[0.000017297056,0.00013838355,0.00012154473,0.00019663473,0.00021288713,0.00007158232,0.00014584424,0.00020312046,0.000045048797],"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":[0.001999389,0.00051542115,0.44287533,0.00041571044,0.00053936325,0.00051061815,0.44600302,0.010110974,0.07651252,0.0007902025,0.01005966,0.0096677765],"study_design_scores_gemma":[0.0012258086,0.00068773964,0.88512594,0.00018521788,0.0001849539,0.000014324131,0.10058086,0.00056517014,0.003437177,0.00016979726,0.0073122475,0.0005107815],"about_ca_topic_score_codex":0.009716095,"about_ca_topic_score_gemma":0.09483512,"teacher_disagreement_score":0.44225058,"about_ca_system_score_codex":0.000057631834,"about_ca_system_score_gemma":0.000023383644,"threshold_uncertainty_score":0.99687827},"labels":[],"label_agreement":null},{"id":"W3133621759","doi":"","title":"Developing and evaluating an integrated rehabilitative model of care for stroke patients in the home and community care sector","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Stroke (engine); Medicine; Physical medicine and rehabilitation; Nursing; Gerontology; Engineering","score_opus":0.032836414604649596,"score_gpt":0.2817804017734038,"score_spread":0.2489439871687542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133621759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99808073,0.00017638758,0.00002679853,0.0001773881,0.000050742976,0.0011081921,0.00033164874,0.00001078218,0.000037304006],"genre_scores_gemma":[0.9825307,0.00005236406,0.014931891,0.000016816874,0.000005958381,0.000002936926,0.0016485215,0.00001553403,0.0007952695],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99897283,0.00033465895,0.00016150583,0.00020725116,0.00021039635,0.000113327646],"domain_scores_gemma":[0.9984136,0.00041442655,0.000188182,0.0001671808,0.000763195,0.000053365475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022245874,0.00016123628,0.00047401697,0.00021396104,0.00019045948,0.000007449733,0.00012047044,0.00017094443,0.0000031949387],"category_scores_gemma":[0.00024238344,0.00013846898,0.00009168076,0.00013046253,0.00012222954,0.0001131971,0.00003164322,0.00037272056,1.2334012e-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":[0.001026448,0.00006240084,0.02757785,0.004743021,0.00005550569,4.580003e-7,0.95953953,0.00003604401,0.0009841202,0.00003720471,0.0000066198863,0.0059307697],"study_design_scores_gemma":[0.0017628489,0.0019367066,0.18219763,0.0006644367,0.00014061491,1.7989812e-7,0.8114445,0.0015101959,0.00017859759,0.000045625733,0.0000068897702,0.00011176681],"about_ca_topic_score_codex":0.007464775,"about_ca_topic_score_gemma":0.03490658,"teacher_disagreement_score":0.15461978,"about_ca_system_score_codex":0.0001364112,"about_ca_system_score_gemma":0.00021629523,"threshold_uncertainty_score":0.9991446},"labels":[],"label_agreement":null},{"id":"W3134111544","doi":"","title":"The Relative Performance of International Students and Their Academic Program Choices","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mathematics education; Psychology","score_opus":0.020182325274833497,"score_gpt":0.29955198836232017,"score_spread":0.2793696630874867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134111544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993307,0.0010864958,1.7498063e-7,0.0010199796,0.00054095435,0.00023573483,0.000012649522,0.000017080354,0.0037799506],"genre_scores_gemma":[0.67985606,0.02326125,0.000045752146,0.0000028425254,0.00008762487,7.847968e-7,0.00009656491,0.0000062785875,0.2966428],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99895024,0.000080976904,0.00011560491,0.0001768254,0.00053251884,0.00014382013],"domain_scores_gemma":[0.9990958,0.0001201047,0.00031674426,0.000075881006,0.000353118,0.000038326423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000344953,0.000111540474,0.00018128208,0.00007965055,0.00048355697,0.000035882924,0.00070663996,0.0001993557,0.000060068593],"category_scores_gemma":[0.00003540424,0.000093733586,0.000092420276,0.000093205046,0.00024115898,0.00026907935,0.000110139525,0.00025233274,0.0000037790803],"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":[0.00018536292,0.00006672084,0.01810815,0.000056016903,0.0003628942,0.000001867603,0.9653773,0.0000012103219,0.0001127632,0.0019889267,0.000107251966,0.013631542],"study_design_scores_gemma":[0.0003029385,0.00007797299,0.04627191,0.0002242503,0.000042006926,1.646181e-7,0.94293195,0.000021844222,0.00027107494,0.00017239244,0.00956651,0.0001169845],"about_ca_topic_score_codex":0.016621988,"about_ca_topic_score_gemma":0.08881488,"teacher_disagreement_score":0.3134509,"about_ca_system_score_codex":0.00006499621,"about_ca_system_score_gemma":0.000071283095,"threshold_uncertainty_score":0.9899264},"labels":[],"label_agreement":null},{"id":"W3134378819","doi":"","title":"Multivariate Risk Measures for Portfolio Risk Management","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Insurance and Financial Risk 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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Multivariate statistics; Portfolio; Risk management; Multivariate analysis; Actuarial science; Risk analysis (engineering); Business; Statistics; Mathematics; Finance","score_opus":0.014290812147374921,"score_gpt":0.19419058472621414,"score_spread":0.1798997725788392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134378819","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":[0.94864464,0.0038292485,0.004102041,0.0001558995,0.002285551,0.0016327084,0.00246416,0.00009425112,0.036791503],"genre_scores_gemma":[0.0966561,0.025439005,0.011294821,0.000025265865,0.000135054,0.000011653512,0.0014703091,0.00008577715,0.864882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841607,0.000027432736,0.0003675549,0.00070740737,0.00009668764,0.0003848752],"domain_scores_gemma":[0.99804896,0.000024780365,0.001198438,0.0005139506,0.00014436658,0.00006952742],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005188719,0.00030153917,0.0007594328,0.00048091396,0.0003717911,0.000041683412,0.00043293444,0.00029025125,0.00024338494],"category_scores_gemma":[0.000038777634,0.0004217507,0.00049767323,0.0002601866,0.00004103624,0.00019076235,0.00008197737,0.00025460206,0.00018628435],"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":[0.0027135839,0.0015361696,0.07064616,0.0042229304,0.007680298,0.0003842656,0.195903,0.001606743,0.00005601447,0.35990876,0.042584404,0.31275767],"study_design_scores_gemma":[0.0063440586,0.00038375586,0.36231488,0.00050581066,0.0012524435,9.704542e-7,0.14654669,0.0013820037,0.00028195558,0.047813095,0.43088073,0.0022936098],"about_ca_topic_score_codex":0.05873664,"about_ca_topic_score_gemma":0.026411908,"teacher_disagreement_score":0.85198855,"about_ca_system_score_codex":0.000118220174,"about_ca_system_score_gemma":0.00002349066,"threshold_uncertainty_score":0.99982345},"labels":[],"label_agreement":null},{"id":"W3134648064","doi":"","title":"Electrolyte/Membrane Design and Engineering for Durable Zinc-Iodine Redox Flow Batteries","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced battery technologies research","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; University of Waterloo","keywords":"Electrolyte; Redox; Zinc; Membrane; Iodine; Chemical engineering; Flow (mathematics); Materials science; Chemistry; Engineering; Inorganic chemistry; Electrode; Metallurgy; Physics; Mechanics; Biochemistry","score_opus":0.008799160021498314,"score_gpt":0.1961605351441889,"score_spread":0.1873613751226906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134648064","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":[0.97485435,0.001049202,0.02180736,0.0004236125,0.00027921895,0.0007524227,0.0000800334,0.00065801246,0.0000958055],"genre_scores_gemma":[0.09120123,0.008632672,0.39811707,0.00001919057,0.00015658344,0.000042167518,0.0028087245,0.00049723865,0.4985251],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988236,0.000016669961,0.00013048365,0.00036014727,0.00018867844,0.0004804558],"domain_scores_gemma":[0.9992912,0.000118476964,0.00005713616,0.00032791556,0.00013294311,0.00007232121],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000104541024,0.00031085956,0.0004970462,0.00035845354,0.00012722945,0.000033112414,0.0003251918,0.0003668781,0.000091025235],"category_scores_gemma":[0.00004680816,0.0004009676,0.00009793384,0.00024414735,0.00007123797,0.00026295715,0.000064689295,0.0003761363,0.0000058739183],"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":[0.00042706207,0.000032906046,0.00001642776,0.004178985,0.00046798243,0.00012225432,0.012204574,0.073129885,0.8958683,0.00007247924,0.003651746,0.009827421],"study_design_scores_gemma":[0.0023933556,0.00047963555,0.00032926953,0.0008853441,0.00026513642,0.00003185988,0.052921247,0.21972771,0.7147483,0.00021419639,0.0064466717,0.0015572354],"about_ca_topic_score_codex":0.0002528233,"about_ca_topic_score_gemma":0.001119152,"teacher_disagreement_score":0.8836531,"about_ca_system_score_codex":0.00011800819,"about_ca_system_score_gemma":0.0000366392,"threshold_uncertainty_score":0.9998442},"labels":[],"label_agreement":null},{"id":"W3134979057","doi":"","title":"A Guide for Foreign Trained Newcomer Architects: Identifying barriers to re-licensure in Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Occupational and Professional Licensing Regulation","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":"Licensure; Psychology; Medical education; Political science; Engineering; Medicine","score_opus":0.024567595945436876,"score_gpt":0.22307244024007936,"score_spread":0.1985048442946425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134979057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99432623,0.00021609891,0.00008785915,0.0013029899,0.00051215093,0.00041668923,0.00055797177,0.000009974818,0.0025700384],"genre_scores_gemma":[0.5761103,0.000030829866,0.0058178147,0.00019398094,0.0000728817,0.0000036723961,0.002418433,0.0000414069,0.41531068],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988973,0.000021314247,0.0003193529,0.00041694182,0.00009382464,0.00025125415],"domain_scores_gemma":[0.99908894,0.0000802374,0.0003512154,0.00019512314,0.00013286862,0.00015163622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022394091,0.00017359108,0.00047385148,0.0003987342,0.0001634222,0.000017913777,0.00021144314,0.00015634963,0.0004032597],"category_scores_gemma":[0.000120355195,0.00024038072,0.00013984679,0.0002991965,0.000013859962,0.00012131868,0.000031291078,0.00014585123,0.000010813119],"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":[0.0050872033,0.00026259723,0.23232564,0.0062358514,0.0013892628,0.00024076398,0.52839583,0.012396145,0.0035609757,0.09619691,0.089449435,0.024459401],"study_design_scores_gemma":[0.003181023,0.00014007675,0.48975557,0.0015130145,0.00008866167,0.0000025941847,0.44669914,0.0029746199,0.0005885461,0.014027998,0.03954849,0.0014802776],"about_ca_topic_score_codex":0.94335216,"about_ca_topic_score_gemma":0.992549,"teacher_disagreement_score":0.41821593,"about_ca_system_score_codex":0.0004538597,"about_ca_system_score_gemma":0.0006602367,"threshold_uncertainty_score":0.9802441},"labels":[],"label_agreement":null},{"id":"W3134989883","doi":"","title":"Imitation vs. Adaptation in Canadian Mosques: The Conflicts and Challenges of Purpose-Built and Repurposed Architecture","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Architecture and Cultural Influences","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":"Architecture; Adaptation (eye); Imitation; Architectural engineering; Engineering; Geography; Psychology; Social psychology; Archaeology; Neuroscience","score_opus":0.030010183390495302,"score_gpt":0.19827824834729485,"score_spread":0.16826806495679955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134989883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98761356,0.0044834213,2.1766571e-7,0.004691496,0.00008297826,0.00026002812,0.00004140326,0.000009401826,0.0028175048],"genre_scores_gemma":[0.949918,0.0032049688,0.00009857697,0.000061366554,0.000043642507,0.0000012820749,0.00027167783,0.000011954088,0.04638853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99929786,0.00007821828,0.000116487914,0.00021714698,0.00013412414,0.0001561785],"domain_scores_gemma":[0.9994379,0.000052189018,0.00016929847,0.00012038754,0.00015513616,0.000065082386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010209001,0.00015099447,0.00026584585,0.00019003863,0.00022140755,0.000034710072,0.00012426413,0.0001208408,0.000079959216],"category_scores_gemma":[0.000017277072,0.000121496065,0.00004864509,0.00004112252,0.00026055455,0.00013047538,0.000018632387,0.00018192698,7.737099e-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":[0.000072817966,0.000008947435,0.00006580584,0.0003553293,0.00005003384,0.000011770892,0.9733847,0.000038617927,0.00021859999,0.0096142,0.0000491483,0.016130056],"study_design_scores_gemma":[0.0003105359,0.000143534,0.011829131,0.000392062,0.00009385426,0.0000031390186,0.96451545,0.000065555505,0.00017222375,0.0014401481,0.020832017,0.00020236573],"about_ca_topic_score_codex":0.75624126,"about_ca_topic_score_gemma":0.9969789,"teacher_disagreement_score":0.24073762,"about_ca_system_score_codex":0.00002126341,"about_ca_system_score_gemma":0.000088301735,"threshold_uncertainty_score":0.4954466},"labels":[],"label_agreement":null},{"id":"W3135601389","doi":"","title":"Is competition sufficient to drive observed retail location and revenue patterns? An agent-based case study.","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Consumer Retail Behavior 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":"Competition (biology); Revenue; Business; Industrial organization; Finance; Biology","score_opus":0.04207110182951627,"score_gpt":0.23730525032008584,"score_spread":0.19523414849056958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135601389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998223,0.000077226585,0.00002074378,0.0005928864,0.0002559374,0.00070516765,0.000050902683,0.000050543815,0.000023584427],"genre_scores_gemma":[0.9793905,0.000011502065,0.00009229832,0.000083300634,0.000036677255,0.0000034968393,0.0009315436,0.000030688847,0.019419983],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986723,0.000046677425,0.00017072161,0.0005714585,0.00032806656,0.0002107506],"domain_scores_gemma":[0.9985495,0.000015872318,0.00032502814,0.0003966532,0.0006787815,0.000034133318],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017871532,0.0002755498,0.00040721858,0.00039542187,0.0004003163,0.00013527011,0.00019985462,0.00012255886,0.00023100409],"category_scores_gemma":[0.000018171104,0.00035008168,0.000091968424,0.00041314118,0.00004068061,0.00042172184,0.00014498492,0.00015976134,0.000038985898],"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":[0.00027570318,0.0011190404,0.8289939,0.0024246785,0.00026306373,0.003687997,0.14669424,0.00004840983,0.0013718815,0.00004736736,0.00052958296,0.014544095],"study_design_scores_gemma":[0.0008212628,0.00008165438,0.4033617,0.00042174172,0.00077340193,0.000005968538,0.59337926,0.0003396856,0.00006685975,0.0000016676568,0.0003503411,0.00039645584],"about_ca_topic_score_codex":0.19082083,"about_ca_topic_score_gemma":0.65463215,"teacher_disagreement_score":0.46381134,"about_ca_system_score_codex":0.00007514156,"about_ca_system_score_gemma":0.000040321658,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W3136175746","doi":"","title":"SUBURBAN IMMIGRANT SETTLEMENTS IN TORONTO AND TRANSPORTATION IMPLICATIONS","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Immigration; Human settlement; Geography; Transport engineering; Regional science; Engineering; Archaeology","score_opus":0.010977536547438398,"score_gpt":0.2508576212537679,"score_spread":0.23988008470632952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136175746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99642664,0.0005728238,0.0000026566645,0.0006392169,0.00011852104,0.00026923357,0.0001273713,0.000023343951,0.0018202148],"genre_scores_gemma":[0.8936257,0.0006349033,0.00018247683,0.0000073513847,0.000020036061,9.968219e-7,0.0019172219,0.000008966081,0.1036024],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990555,0.00005814695,0.0001467423,0.00032468312,0.00021140391,0.00020352038],"domain_scores_gemma":[0.9994669,0.000019447096,0.00014444687,0.0001605444,0.00012444421,0.000084250416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017179259,0.000125302,0.00025762725,0.00007171822,0.00025280684,0.000020685815,0.00020217038,0.00021425709,0.0008654354],"category_scores_gemma":[0.0000050446197,0.00016172408,0.00008922828,0.00017143495,0.00010451026,0.0003985342,0.0000044112408,0.00011268678,0.0000016776183],"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":[0.00007479199,0.00013023338,0.3194505,0.00020244894,0.000046013694,0.000016194299,0.6741291,8.0344324e-7,0.0009387071,0.0011377748,0.00021615799,0.0036572632],"study_design_scores_gemma":[0.00023018484,0.000010182844,0.6233452,0.00006490059,0.000056245994,1.7190812e-8,0.37540656,0.0000010231682,0.000067601635,0.00015364234,0.00054986816,0.00011457427],"about_ca_topic_score_codex":0.8233709,"about_ca_topic_score_gemma":0.9964544,"teacher_disagreement_score":0.3038947,"about_ca_system_score_codex":0.00020779474,"about_ca_system_score_gemma":0.00016792415,"threshold_uncertainty_score":0.9475911},"labels":[],"label_agreement":null},{"id":"W3139056155","doi":"","title":"Making Sense of Video Instruction: An Ethnomethodological Analysis of Following a YouTube Croissant Making Tutorial","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Online and Blended Learning","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 Waterloo","keywords":"Ethnomethodology; Computer science; Sociology; Social science","score_opus":0.06090484237808858,"score_gpt":0.3447992188354409,"score_spread":0.2838943764573523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139056155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99744177,0.0000945338,0.00007290107,0.00017344451,0.00091995444,0.00012152455,0.000027273074,0.00003815508,0.0011104596],"genre_scores_gemma":[0.9565754,0.0000635871,0.027355911,0.000004233028,0.00025689468,1.9298203e-7,0.0003265362,0.000016770457,0.015400483],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99740314,0.0008943394,0.00030550637,0.00044173605,0.0006668953,0.00028838613],"domain_scores_gemma":[0.9982929,0.00020817615,0.00076251605,0.00027794047,0.00038609904,0.00007233029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012139255,0.00019551099,0.0009734012,0.0007842174,0.00042347028,0.000029462279,0.00032130614,0.0005334264,0.0004019887],"category_scores_gemma":[0.00029969655,0.0002282022,0.00075834646,0.0016441481,0.00019272046,0.00035230222,0.000075629745,0.00037557314,8.93475e-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":[0.00079602544,0.00024424482,0.013477514,0.0004068444,0.0033386298,0.00028150846,0.9239763,0.0013570928,0.012807769,0.0028655168,0.00003353583,0.04041503],"study_design_scores_gemma":[0.00046144647,0.000117096344,0.012042637,0.00033299797,0.0029934407,7.135784e-7,0.9820904,0.00023686807,0.00035456047,0.000106891406,0.00096863706,0.00029432715],"about_ca_topic_score_codex":0.034656096,"about_ca_topic_score_gemma":0.15941976,"teacher_disagreement_score":0.12476367,"about_ca_system_score_codex":0.000101744634,"about_ca_system_score_gemma":0.0003965585,"threshold_uncertainty_score":0.9717722},"labels":[],"label_agreement":null},{"id":"W3142097455","doi":"","title":"Vegetation diversity in mountain peatland systems","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Vegetation (pathology); Geography; Diversity (politics); Forestry; Physical geography; Ecology; Environmental science; Archaeology; Biology; Sociology; Anthropology","score_opus":0.008934175517675566,"score_gpt":0.19110592021948672,"score_spread":0.18217174470181116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142097455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942104,0.00011132162,0.000003991095,0.000093410556,0.00026020233,0.00018611777,0.000012143061,0.000017435925,0.0051049595],"genre_scores_gemma":[0.79178137,0.00013471537,0.00007203131,0.0000066851435,0.00001575965,3.8990046e-7,0.0007729724,0.000008892155,0.20720717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989025,0.000096193995,0.00011640793,0.00037555996,0.00026268937,0.00024663538],"domain_scores_gemma":[0.9995054,0.00002736462,0.00017593514,0.00019679707,0.000022837748,0.000071640105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001601866,0.00017152699,0.00036347102,0.0001301013,0.00019881646,0.000015086602,0.00029233444,0.00028750123,0.0006118351],"category_scores_gemma":[0.00000776708,0.00020096853,0.000088726265,0.00021039075,0.0000669144,0.00017967622,0.00024818658,0.00019692538,0.00008897482],"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":[0.0002503659,0.00020345155,0.86037564,0.0003940405,0.00008414403,0.00049966737,0.1290672,0.0025610775,0.0023597162,0.000110342764,0.0030218507,0.0010724745],"study_design_scores_gemma":[0.0011419953,0.00009950109,0.91041934,0.00016567176,0.0000923562,0.0000055134224,0.085635,0.001219357,0.00008769446,0.00007625402,0.00070515095,0.00035216787],"about_ca_topic_score_codex":0.19960961,"about_ca_topic_score_gemma":0.54911876,"teacher_disagreement_score":0.34950918,"about_ca_system_score_codex":0.00024704484,"about_ca_system_score_gemma":0.000023984689,"threshold_uncertainty_score":0.8195259},"labels":[],"label_agreement":null},{"id":"W3152263779","doi":"","title":"Stimulating In Situ Denitrification in an Aerobic, Highly Conductive Municipal Drinking Water Aquifer","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Treatment and Disinfection","field":"Environmental Science","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":"Aquifer; Denitrification; In situ; Environmental science; Environmental engineering; Contamination; Environmental chemistry; Groundwater; Waste management; Geology; Chemistry; Engineering; Ecology; Geotechnical engineering; Biology; Nitrogen","score_opus":0.013245730466121767,"score_gpt":0.21916435244501672,"score_spread":0.20591862197889496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152263779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99824244,0.000005569022,0.0000017623676,0.000077041404,0.00017680529,0.00035522578,0.0000022395955,0.00003436228,0.0011045795],"genre_scores_gemma":[0.96813506,0.0000066621046,0.0005917042,0.0000034989343,0.000014812452,0.0000015816694,0.00093358534,0.00002135631,0.030291766],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986867,0.000100298916,0.00017513972,0.00047759927,0.00023729817,0.0003229762],"domain_scores_gemma":[0.9994685,0.00001890991,0.0001386632,0.00028081983,0.000022982122,0.00007013898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017343614,0.00024221357,0.00029565074,0.00029864593,0.00014443949,0.000028195022,0.00025981994,0.00037741876,0.00052230374],"category_scores_gemma":[0.0000050160934,0.00024120086,0.00007417803,0.0001950599,0.000092500304,0.0008431081,0.00007417508,0.00037576145,0.0001634662],"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":[0.00020205425,0.00023731084,0.12360189,0.000026508722,0.000014363134,0.000034109533,0.18104725,0.0014661878,0.69268453,0.000012847408,0.000007207295,0.00066572445],"study_design_scores_gemma":[0.0021858925,0.0002527151,0.7831697,0.00013624111,0.00011791434,0.0000029778935,0.08469995,0.000985227,0.12733859,0.00041360484,0.00004701028,0.0006501888],"about_ca_topic_score_codex":0.11251315,"about_ca_topic_score_gemma":0.7017297,"teacher_disagreement_score":0.6595678,"about_ca_system_score_codex":0.0002913784,"about_ca_system_score_gemma":0.00001191453,"threshold_uncertainty_score":0.9835886},"labels":[],"label_agreement":null},{"id":"W3159008776","doi":"10.13140/rg.2.2.31015.88488","title":"Guided Cultural Evolution and Sustainable Development: Proof of Concept and Exploratory Results","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Differences and Values","field":"Psychology","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":"Social Sciences and Humanities Research Council of Canada","keywords":"Proof of concept; Sustainable development; Environmental ethics; Psychology; Epistemology; Sociology; Political science; Computer science; Philosophy; Law","score_opus":0.0367959662860051,"score_gpt":0.2711093804522595,"score_spread":0.23431341416625442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159008776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99639696,0.0020135054,0.0000033053257,0.00012777917,0.0001430661,0.00024337952,0.00003104762,0.000017013504,0.0010239333],"genre_scores_gemma":[0.5095152,0.00006625516,0.00023237083,0.0000025349254,0.000014014676,6.9748114e-7,0.0005983176,0.000007223681,0.48956338],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990113,0.000089421555,0.00017269899,0.0003504769,0.00014843924,0.00022771416],"domain_scores_gemma":[0.99904835,0.000019314235,0.00028787905,0.00014597751,0.00043174517,0.000066759894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112025,0.00017915077,0.00036171853,0.00011043925,0.00017661079,0.000017070965,0.00011898971,0.0002476136,0.00012940385],"category_scores_gemma":[0.000020258873,0.00017279018,0.000053818792,0.00013074212,0.00014459697,0.00021017336,0.00007669322,0.0001276377,0.0000019783993],"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":[0.000448068,0.00007948421,0.0008424588,0.00072119053,0.00023535191,0.0000559633,0.9845794,0.0000019776994,0.0015807599,0.0025906789,0.005886189,0.0029785056],"study_design_scores_gemma":[0.00112912,0.000116553696,0.07632217,0.00025789053,0.000093783034,0.0000040804157,0.9184647,0.000005444134,0.0024624944,0.00009624354,0.0008283289,0.00021920117],"about_ca_topic_score_codex":0.014281943,"about_ca_topic_score_gemma":0.0110288635,"teacher_disagreement_score":0.48853943,"about_ca_system_score_codex":0.00005259166,"about_ca_system_score_gemma":0.00008019529,"threshold_uncertainty_score":0.99228203},"labels":[],"label_agreement":null},{"id":"W3159146807","doi":"","title":"Design of a Remote, Integrated, Automatic and Continuous Bedload Sediment Transport Monitoring Station and Application in a Rural Stream in Southern Ontario","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrology and Sediment Transport Processes","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":"Bed load; Sediment transport; Sediment; Hydrology (agriculture); Geology; Remote sensing; Environmental science; Geomorphology; Geotechnical engineering","score_opus":0.0056656213446509675,"score_gpt":0.183773633035785,"score_spread":0.17810801169113405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159146807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999231,0.000090724134,0.00021818896,0.00003002908,0.000023274313,0.0003516596,0.000011297798,0.00001083081,0.000032990712],"genre_scores_gemma":[0.989522,0.000113653674,0.0029457377,0.0000016393692,0.0000017509286,0.0000012896298,0.0002758921,0.000007959325,0.0071300925],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99924684,0.0000401394,0.00017488917,0.00024843795,0.00015394222,0.00013574646],"domain_scores_gemma":[0.9996799,0.00002067767,0.00015677518,0.00008884822,0.000015971116,0.000037804642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015526568,0.0001457393,0.00030786294,0.00011332128,0.0000399288,0.0000036520305,0.000089055065,0.00018378282,0.000107529515],"category_scores_gemma":[0.0000018624786,0.00016749161,0.00002323913,0.00015113514,0.000090983514,0.00015120776,0.000010631651,0.00017231713,0.0000018918868],"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":[0.00030723558,0.00014572812,0.4458317,0.0002980113,0.00003968099,0.000043110816,0.5112273,0.0014678894,0.012489785,0.0000016110105,0.0000015031931,0.02814645],"study_design_scores_gemma":[0.0017804462,0.00022842106,0.5685542,0.00076224486,0.00016621899,0.0000032678088,0.4193623,0.0049646148,0.0036871352,0.00014979526,0.000010301027,0.00033105284],"about_ca_topic_score_codex":0.6059656,"about_ca_topic_score_gemma":0.8158885,"teacher_disagreement_score":0.2099229,"about_ca_system_score_codex":0.000119837794,"about_ca_system_score_gemma":0.000048914437,"threshold_uncertainty_score":0.68301094},"labels":[],"label_agreement":null},{"id":"W3159991746","doi":"","title":"Environmental and Economic Implications of Small-Scale Canadian Aquaponics: A Life Cycle Study","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Innovations in Aquaponics and Hydroponics Systems","field":"Agricultural and Biological 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":"Aquaponics; Scale (ratio); Environmental science; Geography; Environmental resource management; Natural resource economics; Economics; Fishery; Cartography; Biology; Fish <Actinopterygii>","score_opus":0.009488873159125376,"score_gpt":0.18142885942779402,"score_spread":0.17193998626866863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159991746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99773866,0.00016421096,9.931876e-8,0.00054950005,0.00011467457,0.00030704547,0.000427323,0.000008070715,0.00069043296],"genre_scores_gemma":[0.9781364,0.00012611478,0.00006294004,0.000010207536,0.00002766238,0.0000011342546,0.00085725595,0.0000021026842,0.02077615],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99921566,0.000046861605,0.00017776272,0.00030044772,0.00008406411,0.00017518527],"domain_scores_gemma":[0.9994555,0.000030028423,0.00023264074,0.00012051843,0.000042216354,0.000119114025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001274975,0.00013717319,0.00029860568,0.000063830616,0.00027428046,0.000022797001,0.0002609175,0.00017122497,0.0005325467],"category_scores_gemma":[0.0000030453903,0.00009319362,0.00008623714,0.00010236808,0.00005544685,0.000058476424,0.000050224124,0.00011861207,0.00001753894],"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":[0.0003212363,0.002534735,0.28584456,0.00055461656,0.0018526956,0.00006251509,0.3184846,0.00033153035,0.31761447,0.008337024,0.0025104482,0.061551567],"study_design_scores_gemma":[0.0003353685,0.00030129706,0.5699148,0.00005492034,0.00013283629,0.0000032240175,0.42660508,0.00023380597,0.00026857786,0.00017039751,0.0016242135,0.0003554414],"about_ca_topic_score_codex":0.6348788,"about_ca_topic_score_gemma":0.9846236,"teacher_disagreement_score":0.34974483,"about_ca_system_score_codex":0.00010778953,"about_ca_system_score_gemma":0.000102607875,"threshold_uncertainty_score":0.58310133},"labels":[],"label_agreement":null},{"id":"W3160158863","doi":"","title":"Using Long Term Risk Factors from the Ontario Mental Health Reporting System (OMHRS) dataset to predict suicide admission and suicide severity among acute psychiatric inpatients in Ontario, Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Suicide and Self-Harm Studies","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":"Mental health; Medicine; Psychiatry; Term (time); Emergency medicine; Medical emergency","score_opus":0.027323568114567206,"score_gpt":0.26971661962550425,"score_spread":0.24239305151093704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160158863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940975,0.0002663303,0.0000028860168,0.00014127414,0.0013849813,0.0008712493,0.0031671207,0.000025393845,0.000043268505],"genre_scores_gemma":[0.96236473,0.000048397418,0.00038188294,0.00006654971,0.000035156176,0.0000021034862,0.026041193,0.00004165423,0.0110183135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699265,0.0003309731,0.0007239787,0.0008840687,0.00051619555,0.00055214856],"domain_scores_gemma":[0.99701935,0.00009698467,0.001918482,0.0005990818,0.00008459052,0.00028149597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003913248,0.00045068457,0.0009489831,0.00023330557,0.0008104992,0.000041174175,0.00039337366,0.00025425202,0.00026392817],"category_scores_gemma":[0.000030822957,0.0004279545,0.00012751365,0.00026741036,0.000049420192,0.00020017942,0.0002511948,0.0008026455,0.000001579451],"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":[0.0003138426,0.000054662607,0.7804029,0.000068911046,0.00047680474,0.00023846624,0.21583131,0.000009676358,0.000016775675,3.7580244e-7,0.002434705,0.00015158326],"study_design_scores_gemma":[0.0006847365,0.000083383195,0.7830151,0.00031579263,0.00032675065,0.000007055168,0.21517307,0.000011575304,0.000016446136,9.0265104e-7,0.00008089912,0.00028432696],"about_ca_topic_score_codex":0.99997145,"about_ca_topic_score_gemma":0.99999636,"teacher_disagreement_score":0.031732745,"about_ca_system_score_codex":0.0024721173,"about_ca_system_score_gemma":0.00120649,"threshold_uncertainty_score":0.99981725},"labels":[],"label_agreement":null},{"id":"W3160211093","doi":"","title":"IMPACT OF FREEZE-THAW AND DE-ICER ON THE STRUCTURAL AND FUNCTIONAL PERFORMANCE OF CANADIAN AIRPORT ASPHALT MATERIALS","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Engineering; Asphalt pavement; Civil engineering; Forensic engineering; Transport engineering; Environmental science; Geography; Cartography","score_opus":0.011899833246333041,"score_gpt":0.19890471313309846,"score_spread":0.18700487988676542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160211093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990489,0.000091302114,9.245796e-7,0.00004194556,0.00018014509,0.00017761598,0.00015770165,0.000010438163,0.00029105577],"genre_scores_gemma":[0.9934962,0.0002803983,0.00009251369,0.0000030128424,0.00002275967,5.218432e-7,0.0004698444,0.000015596252,0.0056192027],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99933124,0.000025609621,0.0001348777,0.00013324972,0.00020459057,0.00017042994],"domain_scores_gemma":[0.9994795,0.0000213462,0.00014743574,0.00015191703,0.00012909167,0.00007075461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001710815,0.00016171149,0.0002633782,0.00031405126,0.000094570074,0.00000966674,0.00009168978,0.00014667439,0.0008513934],"category_scores_gemma":[0.000006321501,0.00014867488,0.000051830226,0.00014680251,0.00006234446,0.00018437755,0.000015830286,0.00011927816,0.0000017686066],"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":[0.0011946657,0.000064509564,0.3746072,0.00660358,0.0024857963,0.000028413644,0.16671216,0.039431736,0.39509776,0.0006356689,0.0054907403,0.007647752],"study_design_scores_gemma":[0.00033502647,0.00015964614,0.9559745,0.00021620293,0.00011165551,0.0000034060995,0.011295754,0.0036525335,0.028072383,0.000010900914,0.000011352574,0.00015659654],"about_ca_topic_score_codex":0.19398658,"about_ca_topic_score_gemma":0.25342786,"teacher_disagreement_score":0.5813673,"about_ca_system_score_codex":0.00010081949,"about_ca_system_score_gemma":0.00017170915,"threshold_uncertainty_score":0.93221605},"labels":[],"label_agreement":null},{"id":"W3160665338","doi":"","title":"Accessing Indigenous Foods in Urban Northwestern Ontario: Women’s Stories of Indigenous Food Sovereignty and Resistance to Policy","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Food sovereignty; Resistance (ecology); Sovereignty; Political science; Geography; Food security; Environmental planning; Economic growth; Economics; Agriculture; Law; Archaeology; Ecology; Politics","score_opus":0.018608849991321775,"score_gpt":0.27844534062680565,"score_spread":0.25983649063548386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160665338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99492705,0.00052205194,0.000001062834,0.0001278369,0.00046909795,0.001176797,0.0001841306,0.000025352636,0.0025665981],"genre_scores_gemma":[0.8012011,0.00021337748,0.0003494973,0.00007275427,0.000079208585,0.000012873212,0.00023165812,0.000041283132,0.19779824],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99720097,0.00022667114,0.00044833258,0.00054551556,0.00029193982,0.0012865994],"domain_scores_gemma":[0.99810237,0.00012001267,0.0007176648,0.0003960242,0.00047950805,0.00018439392],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00037737147,0.00035624494,0.0011256761,0.0008579371,0.0021857664,0.000012862241,0.00039823214,0.00066008186,0.0002561025],"category_scores_gemma":[0.000030306615,0.00042931488,0.00010061172,0.0005791129,0.0000930783,0.00017747421,0.00034892355,0.0007608982,0.000008385909],"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":[0.0004835691,0.00010532843,0.17822546,0.0014997293,0.00017990869,0.00004516752,0.8188935,0.0000035377038,0.00005069909,0.00022629891,0.00006805519,0.00021873177],"study_design_scores_gemma":[0.0007585032,0.00046481835,0.21257854,0.0004896555,0.00005133581,7.044703e-7,0.78417194,9.872704e-8,0.000032516895,0.00022113482,0.00093819137,0.00029259032],"about_ca_topic_score_codex":0.8723251,"about_ca_topic_score_gemma":0.9994943,"teacher_disagreement_score":0.19523165,"about_ca_system_score_codex":0.002820512,"about_ca_system_score_gemma":0.0035221053,"threshold_uncertainty_score":0.9998159},"labels":[],"label_agreement":null},{"id":"W3161313411","doi":"","title":"Integration of Satellite Data, Physically-based Model, and Deep Neural Networks for Historical Terrestrial Water Storage Reconstruction","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Satellite; Computer science; Artificial neural network; Computer data storage; Data science; Artificial intelligence; Engineering; Computer hardware; Aerospace engineering","score_opus":0.015473157077250737,"score_gpt":0.21118363167149976,"score_spread":0.195710474594249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161313411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869207,0.00008468631,0.0116212,0.000250983,0.00054039375,0.00044165875,0.000023128016,0.000019644809,0.00009758324],"genre_scores_gemma":[0.8927142,0.00046801232,0.032783695,0.000022666147,0.0001504775,0.000004112744,0.009642966,0.00004960085,0.06416429],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898416,0.000048949452,0.00015343208,0.00042694362,0.00021042927,0.00017609497],"domain_scores_gemma":[0.9993893,0.000021804235,0.00019522443,0.00031744153,0.000022734559,0.000053518666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013552046,0.00017339364,0.00031237068,0.000071278664,0.00012060463,0.000017633123,0.0002635966,0.00015950565,0.0000822519],"category_scores_gemma":[0.0000049522646,0.00016498574,0.00009673949,0.00007121555,0.00008307397,0.00034517125,0.00012995064,0.00013357244,0.0000014599316],"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":[0.0036475626,0.0007740595,0.0014059391,0.000808575,0.00039227185,0.000030082698,0.046181895,0.2573114,0.11850584,0.00014226373,0.004036893,0.5667632],"study_design_scores_gemma":[0.0009264018,0.00015953809,0.0011123162,0.0000525077,0.00031585965,3.99845e-7,0.0077104643,0.98792815,0.00097016525,0.000084065425,0.0004939711,0.00024617848],"about_ca_topic_score_codex":0.011635976,"about_ca_topic_score_gemma":0.07008078,"teacher_disagreement_score":0.7306167,"about_ca_system_score_codex":0.00019026428,"about_ca_system_score_gemma":0.000012454633,"threshold_uncertainty_score":0.99494565},"labels":[],"label_agreement":null},{"id":"W3161361980","doi":"","title":"Natural Grieving, a Method of Preservation: Implementing Natural Burials in Ontario’s Greenbelt","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical and Cultural Archaeology 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":"Natural (archaeology); Geography; Archaeology","score_opus":0.022909320657607084,"score_gpt":0.2744020482144649,"score_spread":0.2514927275568578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161361980","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":[0.99364406,0.0007817164,0.0000028143822,0.0018205103,0.00076113286,0.00025129775,0.000008033745,0.00002009891,0.0027103578],"genre_scores_gemma":[0.13819385,0.00014688056,0.00508101,0.000015380141,0.00007243742,0.000001049813,0.00029110702,0.000007641987,0.8561906],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99836284,0.00031497882,0.0002328889,0.00032327112,0.0004181472,0.00034786575],"domain_scores_gemma":[0.9988851,0.00011970854,0.000398152,0.00012961679,0.0004170147,0.00005039029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005152951,0.00017115964,0.00057798484,0.00013892601,0.00049601105,0.000008254677,0.00039449564,0.00021432331,0.0005450821],"category_scores_gemma":[0.000102749786,0.00017484353,0.00021094893,0.00034627877,0.0002069031,0.00031615474,0.00016494885,0.0004103906,0.0000028869167],"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":[0.000116676194,0.00004462419,0.013144137,0.0001492627,0.0001701769,0.000031442196,0.9771748,0.0000019678837,0.0022241622,0.0031242212,0.0011016207,0.002716866],"study_design_scores_gemma":[0.00068537437,0.00006413321,0.12018499,0.0003131906,0.00018488953,7.9080223e-7,0.8230148,0.0000069910416,0.00042902242,0.0009232366,0.05380255,0.0003900686],"about_ca_topic_score_codex":0.9407396,"about_ca_topic_score_gemma":0.99880636,"teacher_disagreement_score":0.8554502,"about_ca_system_score_codex":0.00033284537,"about_ca_system_score_gemma":0.00029611523,"threshold_uncertainty_score":0.71299124},"labels":[],"label_agreement":null},{"id":"W3163887902","doi":"","title":"Construction Management Project Delivery Method: A Case Study of the Centre Block Rehabilitation Project","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"BIM and Construction Integration","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":"Integrated project delivery; Rehabilitation; Project management; Block (permutation group theory); Engineering; Construction engineering; Engineering management; Operations management; Medicine; Systems engineering; Physical therapy; Mathematics","score_opus":0.007999340084644273,"score_gpt":0.21168987977283335,"score_spread":0.20369053968818907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163887902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699026,0.000052090865,0.00003551252,0.000037119968,0.00077374233,0.0011845079,0.000028450027,0.00007651015,0.0008218017],"genre_scores_gemma":[0.89299434,0.000140337,0.025478026,0.000003028042,0.000055034958,0.000010670936,0.00023280042,0.00006458923,0.081021145],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988859,0.00019608268,0.00022067026,0.00028437583,0.00027631855,0.00013664535],"domain_scores_gemma":[0.9990841,0.000040787494,0.00021317818,0.00033982308,0.0003014727,0.00002060876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012181754,0.0002114317,0.0003107528,0.00034741889,0.0001531379,0.000016886792,0.00015747713,0.00018984514,0.00004437621],"category_scores_gemma":[0.000007733184,0.00020809995,0.00017765517,0.000519915,0.00005487242,0.00015017914,0.000037041078,0.00022928679,0.0000015006178],"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":[0.0003189708,0.000559445,0.0027731254,0.0046019224,0.0019200862,0.00045317766,0.8538308,0.0038360106,0.0030135834,0.0008173753,0.0036008167,0.12427468],"study_design_scores_gemma":[0.0006854256,0.000105325955,0.0012966595,0.00021415128,0.00051502296,0.000122054174,0.9942227,0.0014743723,0.0008670791,0.000022001424,0.0002771697,0.0001980392],"about_ca_topic_score_codex":0.03193047,"about_ca_topic_score_gemma":0.10991316,"teacher_disagreement_score":0.14039189,"about_ca_system_score_codex":0.00012350935,"about_ca_system_score_gemma":0.00007257303,"threshold_uncertainty_score":0.974516},"labels":[],"label_agreement":null},{"id":"W3164027065","doi":"","title":"Multi-trophic effects of invasive species suppression in a coastal wetland","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","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":"Wetland; Trophic level; Invasive species; Ecology; Environmental science; Geography; Fishery; Oceanography; Biology; Geology","score_opus":0.005615935626074793,"score_gpt":0.17741543023700804,"score_spread":0.17179949461093325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164027065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988292,0.000044872504,0.000007871616,0.00004070504,0.0002705643,0.00033685297,0.00006869946,0.000012709853,0.00038851888],"genre_scores_gemma":[0.83527726,0.0002015448,0.000707118,0.000001941177,0.000008695707,6.242282e-7,0.0005899647,0.000019291621,0.16319355],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99876696,0.00009539131,0.00016985845,0.0003837926,0.00033666316,0.00024731632],"domain_scores_gemma":[0.99923784,0.0000856105,0.00028506038,0.00028410982,0.000028498207,0.00007890862],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008029391,0.0002251336,0.00050888554,0.00016316681,0.00007022967,0.000010074011,0.0003215075,0.00025014626,0.00059602904],"category_scores_gemma":[0.000038847473,0.00024954538,0.00014854211,0.00026430405,0.000102543985,0.00017838659,0.00030871408,0.00021301035,0.000043163924],"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":[0.0004959285,0.00054841035,0.19586611,0.0030917756,0.00010555457,0.0007599247,0.1335767,0.0013482558,0.6626969,0.0000108627755,0.00066859706,0.0008309864],"study_design_scores_gemma":[0.0026306356,0.0002492718,0.83365,0.002190047,0.00013874187,0.000007518395,0.12660013,0.002169775,0.03165477,0.000030857726,0.000109713576,0.0005685512],"about_ca_topic_score_codex":0.08673439,"about_ca_topic_score_gemma":0.8218966,"teacher_disagreement_score":0.7351622,"about_ca_system_score_codex":0.00012450239,"about_ca_system_score_gemma":0.000043851618,"threshold_uncertainty_score":0.9999957},"labels":[],"label_agreement":null},{"id":"W3164170075","doi":"","title":"Gender, Social-Ecological Regime Shifts and Governance in Small-Scale Fishery Commons of Chilika Lagoon","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Commons; Fishery; Corporate governance; Scale (ratio); Geography; Political science; Ecology; Business; Biology; Finance","score_opus":0.030675333812558686,"score_gpt":0.2719834069334177,"score_spread":0.24130807312085903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164170075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98733836,0.00043514388,4.791885e-7,0.0021316807,0.00039690474,0.00053467683,0.00010252068,0.000019731895,0.009040523],"genre_scores_gemma":[0.72107875,0.0018803062,0.00037208403,0.00012084687,0.00008658889,0.0000056053264,0.00053245696,0.000034928835,0.27588844],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983082,0.00031488124,0.00027068384,0.00036135496,0.00013064727,0.0006142372],"domain_scores_gemma":[0.99881923,0.00017712431,0.00054688356,0.0001924179,0.00020432998,0.000060029044],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00032321096,0.0002056367,0.00083214586,0.000094921685,0.0014482704,0.000002736925,0.0002362159,0.0008121686,0.00071559893],"category_scores_gemma":[0.000033976467,0.00023273306,0.00012860954,0.00018780537,0.00013630503,0.00005882453,0.0002708425,0.0007167484,0.000016268574],"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":[0.00032513664,0.00030798977,0.07642997,0.0017704174,0.00015367765,0.0000904298,0.9134616,0.00000226192,0.0002296139,0.0010685396,0.005582311,0.0005780163],"study_design_scores_gemma":[0.000667399,0.00008368737,0.5049157,0.000120081044,0.00006072657,4.375178e-7,0.4930771,0.0000045190486,0.000009867309,0.00013278668,0.00078437326,0.0001433176],"about_ca_topic_score_codex":0.09416976,"about_ca_topic_score_gemma":0.9398807,"teacher_disagreement_score":0.845711,"about_ca_system_score_codex":0.00024116215,"about_ca_system_score_gemma":0.0003126986,"threshold_uncertainty_score":0.9998517},"labels":[],"label_agreement":null},{"id":"W3164822097","doi":"","title":"The Surface and Subsurface Distribution and Transport of Sodium within a Constructed Fen Peatland in a Post-mined Landscape in the Alberta Oil Sands Region","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; Suncor Energy Incorporated","keywords":"Peat; Oil sands; Distribution (mathematics); Hydrology (agriculture); Geology; Environmental science; Soil science; Geography; Geomorphology; Geotechnical engineering; Archaeology; Asphalt; Mathematics","score_opus":0.004613450266485718,"score_gpt":0.17409439405017407,"score_spread":0.16948094378368836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164822097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997975,0.00015737013,6.8895173e-7,0.0011076983,0.00004633147,0.0001506919,0.000043409,0.0000041245994,0.0005146974],"genre_scores_gemma":[0.97974956,0.00061141496,0.000031624604,0.000007944369,0.0000036412666,5.5743925e-7,0.001079688,0.000006745711,0.0185088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897313,0.00014329258,0.0001795028,0.00030871868,0.00018254724,0.00021281923],"domain_scores_gemma":[0.99937767,0.00015194615,0.0002065388,0.0001920276,0.00002676466,0.00004505602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029502384,0.00017525231,0.00034208,0.00003938441,0.00015221325,0.000015349788,0.00021734314,0.00021746263,0.00004739863],"category_scores_gemma":[0.000020007881,0.00012980416,0.000049076174,0.0002400625,0.00028125354,0.00010679032,0.0000468951,0.00021870981,7.422437e-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":[0.0009404562,0.000078522884,0.88386333,0.00012573312,0.000042053172,0.00010200662,0.11139681,0.000054991448,0.0024208548,0.000061103085,0.00023705051,0.0006771122],"study_design_scores_gemma":[0.0015785383,0.00012566824,0.8833352,0.00010037711,0.00007408938,0.000029551418,0.11392998,0.00035158583,0.00014986549,0.000034491764,0.000115434086,0.00017523306],"about_ca_topic_score_codex":0.10605996,"about_ca_topic_score_gemma":0.813073,"teacher_disagreement_score":0.7070131,"about_ca_system_score_codex":0.000036758473,"about_ca_system_score_gemma":0.00004097539,"threshold_uncertainty_score":0.89989287},"labels":[],"label_agreement":null},{"id":"W3164963552","doi":"","title":"The Weight of Fitting the Description: Using Critical Race Theory to Explore Black and Indigenous Youth Perceptions of the Police","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Critical race theory; Indigenous; Race (biology); Perception; Criminology; Gender studies; Black male; Sociology; Psychology; Social psychology; Ecology","score_opus":0.05192535218651184,"score_gpt":0.3077064288321017,"score_spread":0.25578107664558986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164963552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953722,0.00006812219,0.000024098956,0.0030382422,0.0002832332,0.00026240654,0.0000495338,0.000009840709,0.00089233776],"genre_scores_gemma":[0.94051886,0.0006097797,0.00030802918,0.000042334137,0.00011929699,4.3327339e-7,0.00001529131,0.000012207286,0.058373798],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99839556,0.0006643753,0.00015023958,0.00018060987,0.00035943906,0.00024980374],"domain_scores_gemma":[0.9985098,0.0005087108,0.00025658368,0.00031605558,0.0003315125,0.0000773069],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00073014956,0.00012254843,0.00022041803,0.00007618436,0.0023671866,0.000060128266,0.00050117495,0.00016948431,0.000118773794],"category_scores_gemma":[0.00017610367,0.00008588438,0.00016193058,0.00035941266,0.0009309882,0.0002182057,0.000115133815,0.00027751867,0.0000033797148],"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":[0.00003757678,0.000028871638,0.00089837535,0.00005263595,0.000042676544,2.9024648e-7,0.994856,0.00002762921,0.0020068106,0.0014174335,0.00007233187,0.00055936637],"study_design_scores_gemma":[0.000070893184,0.000025353806,0.023123894,0.00021229213,0.0002943661,9.706557e-7,0.97561604,0.000019646814,0.00008155692,0.00017531954,0.00028585797,0.00009383623],"about_ca_topic_score_codex":0.41470426,"about_ca_topic_score_gemma":0.39150676,"teacher_disagreement_score":0.05748146,"about_ca_system_score_codex":0.00006771922,"about_ca_system_score_gemma":0.00027125177,"threshold_uncertainty_score":0.9989316},"labels":[],"label_agreement":null},{"id":"W3165939787","doi":"","title":"Development and characterization of stimuli-responsive drug delivery systems to prevent HIV infection and the treatment of chronic wounds","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Canadian Institutes of Health Research; University of Waterloo","keywords":"Human immunodeficiency virus (HIV); Drug delivery; Drug; Medicine; Intensive care medicine; Immunology; Pharmacology; Nanotechnology; Materials science","score_opus":0.02784661250861146,"score_gpt":0.303525695193854,"score_spread":0.2756790826852425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165939787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99668354,0.0014376161,0.00006273091,0.00014483905,0.00051218196,0.0009893036,0.00012915157,0.000012543885,0.00002808571],"genre_scores_gemma":[0.9061882,0.013868894,0.00030168548,0.000023078079,0.0000549264,0.000014841808,0.0010800748,0.000028692024,0.0784396],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987405,0.00034192693,0.00026866983,0.00029048,0.00017071463,0.00018768576],"domain_scores_gemma":[0.9989624,0.00014810995,0.00040377298,0.00014829298,0.00025084018,0.00008659319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021913591,0.00023453818,0.0005240501,0.00020435904,0.00018853247,0.0000073436654,0.00010899762,0.00023020526,0.000076900076],"category_scores_gemma":[0.0000061180854,0.00022149796,0.00008074974,0.00014172736,0.0001949823,0.000113599795,0.0000436314,0.00016718202,0.0000033677713],"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":[0.008352023,0.0016313724,0.0019633379,0.0035198252,0.0027957046,0.000050984556,0.6655708,0.002669999,0.24060743,0.00022474214,0.00009166046,0.0725221],"study_design_scores_gemma":[0.020877188,0.0018945474,0.042285148,0.0022913022,0.005209072,0.000024086028,0.2342748,0.0075649517,0.63125193,0.000029262297,0.052777853,0.0015198552],"about_ca_topic_score_codex":0.0025373923,"about_ca_topic_score_gemma":0.006576495,"teacher_disagreement_score":0.43129602,"about_ca_system_score_codex":0.00023014375,"about_ca_system_score_gemma":0.00019724832,"threshold_uncertainty_score":0.90324247},"labels":[],"label_agreement":null},{"id":"W3167805910","doi":"","title":"Parallelizing Legendre Memory Unit Training","year":2021,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Neural Networks and Applications","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":"University of Waterloo","funders":"","keywords":"Computer science; Recurrent neural network; Leverage (statistics); Machine translation; Artificial intelligence; Benchmark (surveying); Inference; Transformer; Machine learning; Artificial neural network","score_opus":0.033739505906773146,"score_gpt":0.2117834451219137,"score_spread":0.17804393921514056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167805910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9580196,0.00015330671,0.025308553,0.01455913,0.00012270788,0.000079873025,0.0000036541803,0.00013502274,0.0016181316],"genre_scores_gemma":[0.81310135,0.00009388477,0.05983795,0.00019514436,0.000052257317,2.7374665e-7,0.000010207975,0.000008025634,0.12670092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.999354,0.000035865494,0.00005625722,0.00024418606,0.00012084868,0.00018880979],"domain_scores_gemma":[0.9994141,0.000029276176,0.00005250403,0.00035336832,0.00007320437,0.00007754692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006501201,0.00007287255,0.00012622822,0.00004351098,0.00020340817,0.000030037974,0.00047949463,0.000040304625,0.00006686156],"category_scores_gemma":[0.0000024127164,0.00008644743,0.0000708387,0.00031964222,0.000048626516,0.00030090762,0.00024607193,0.00009523422,0.00003685692],"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":[0.000025338099,0.000318115,0.0014435971,0.0001252395,0.0002211174,0.0012181816,0.30477998,0.007011039,0.080645576,0.3402475,0.016862072,0.24710225],"study_design_scores_gemma":[0.0053490545,0.000383181,0.020068422,0.0004637401,0.00021020813,0.00042526447,0.5429334,0.18889453,0.053704843,0.016264245,0.16852577,0.0027773522],"about_ca_topic_score_codex":0.0007314762,"about_ca_topic_score_gemma":0.0019984827,"teacher_disagreement_score":0.32398328,"about_ca_system_score_codex":0.000010682977,"about_ca_system_score_gemma":0.000052000774,"threshold_uncertainty_score":0.35252237},"labels":[],"label_agreement":null},{"id":"W3169157375","doi":"","title":"Satellite remote sensing observations of snow cover extent during the melt-out season in the Thompson-Okanagan Region, British Columbia from 2003-2019","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Satellite; Snow cover; Remote sensing; Geography; Physical geography; Cover (algebra); Climatology; Meteorology; Geology; Engineering","score_opus":0.015770644031872144,"score_gpt":0.1814089122730842,"score_spread":0.16563826824121206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169157375","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":[0.9953752,0.0021077476,0.000015383474,0.0011013034,0.00045520984,0.0003628378,0.000283256,0.000015600384,0.00028342797],"genre_scores_gemma":[0.40020955,0.011402438,0.004247254,0.0002361738,0.00021022122,1.5868571e-7,0.0067901383,0.000027111271,0.57687694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857587,0.00017928744,0.00022096431,0.00035900206,0.00040050028,0.00026437562],"domain_scores_gemma":[0.9986577,0.00021248184,0.00034025096,0.0004219557,0.00032175684,0.000045826473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019274093,0.00016103152,0.00038096457,0.00003085989,0.00061138824,0.00013524567,0.00042532376,0.00015389353,0.0005537295],"category_scores_gemma":[0.000072886905,0.00017540688,0.0001523769,0.0006659776,0.00012195936,0.0001843954,0.000032988417,0.00027494042,0.000011814105],"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":[0.00022434737,0.00010072769,0.47571826,0.0004684306,0.0006301859,0.0006090059,0.37336695,0.0020132344,0.00030349076,0.000012686562,0.03106537,0.115487315],"study_design_scores_gemma":[0.00025584068,0.00001949515,0.83733636,0.0003819165,0.000115426985,0.000005065284,0.15749924,0.0011358286,0.000010753183,0.000067805064,0.0030061319,0.0001661093],"about_ca_topic_score_codex":0.86330163,"about_ca_topic_score_gemma":0.9866508,"teacher_disagreement_score":0.59516567,"about_ca_system_score_codex":0.000022775297,"about_ca_system_score_gemma":0.00010645859,"threshold_uncertainty_score":0.7152885},"labels":[],"label_agreement":null},{"id":"W3169295197","doi":"","title":"Simple and Accurate Calibration of the Flory-Huggins Interaction Parameter","year":2021,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","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":"Compute Canada","keywords":"Simple (philosophy); Calibration; Flory–Huggins solution theory; Statistical physics; Statistics; Mathematics; Physics; Nuclear magnetic resonance; Philosophy; Epistemology","score_opus":0.019911450955113697,"score_gpt":0.2098629226262868,"score_spread":0.1899514716711731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169295197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99823093,0.00004452689,0.00039235593,0.001061636,0.00011793482,0.00004800843,0.000019462359,0.000014657719,0.00007050892],"genre_scores_gemma":[0.98657745,0.000025534731,0.00028251958,0.000052359515,0.000007052509,7.5940456e-8,0.0000066956054,0.0000032395365,0.013045064],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995758,0.00008750339,0.00006265194,0.00010782583,0.00009283499,0.00007337063],"domain_scores_gemma":[0.9996646,0.000025967443,0.00008399004,0.00013955715,0.000061066065,0.00002482515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058638423,0.00004875383,0.000091128204,0.000025556836,0.00009701085,0.000020711024,0.000092247494,0.000032406413,0.00045821106],"category_scores_gemma":[0.000021534288,0.000039697134,0.000032397526,0.00008512715,0.00010978354,0.00032629527,0.000105598854,0.00003328107,0.0000039934016],"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":[0.00003880888,0.000021770307,0.0014144232,0.000042813845,0.000009201821,0.000002013485,0.021714708,0.00017276374,0.9755945,0.00024532533,0.0003737566,0.0003698959],"study_design_scores_gemma":[0.00030063372,0.000035090477,0.0041108956,0.000035502726,0.000029126586,0.00000517788,0.02676287,0.0052654045,0.96176326,0.00023063616,0.0013726038,0.00008877649],"about_ca_topic_score_codex":0.0034800756,"about_ca_topic_score_gemma":0.003876185,"teacher_disagreement_score":0.013831236,"about_ca_system_score_codex":0.000010664836,"about_ca_system_score_gemma":0.000030520398,"threshold_uncertainty_score":0.5260857},"labels":[],"label_agreement":null},{"id":"W3170222563","doi":"","title":"Local Traditional/Country Food Processing and Food Sovereignty: Investigating the Political Challenges for an Indigenous Self-government to Self-Determine and Develop its Local Food System","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Indigenous; Food sovereignty; Politics; Food systems; Self-determination; Government (linguistics); Local government; Food security; Political science; Business; Development economics; Geography; Economics; Public administration; Agriculture; Ecology; Law; Biology","score_opus":0.04277506856434416,"score_gpt":0.2688382671848807,"score_spread":0.22606319862053653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170222563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371123,0.0013156316,0.000100393576,0.0012651113,0.00027560434,0.0020752016,0.00050340197,0.00010550864,0.0006479125],"genre_scores_gemma":[0.9962305,0.0001748518,0.0017719815,0.00023582538,0.00018580665,0.00003703731,0.000284307,0.000057852256,0.0010218843],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972792,0.0002520707,0.00033844772,0.0006202674,0.00042069828,0.0010892664],"domain_scores_gemma":[0.9982339,0.000316717,0.00037073775,0.00020442772,0.00054960547,0.00032459243],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004616886,0.00037326402,0.00069873757,0.00009895925,0.004385199,0.000024352667,0.0002480006,0.00059501047,0.000009687889],"category_scores_gemma":[0.000043604516,0.00035405226,0.000063973974,0.00014217166,0.000115108785,0.00017052174,0.00021039216,0.0005064722,0.0000027839653],"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":[0.00014609694,0.00019196358,0.00050969835,0.013671944,0.00067262625,0.000014119401,0.9564147,0.000007199848,0.000033054745,0.025787033,0.000069823276,0.002481736],"study_design_scores_gemma":[0.0010156576,0.002628933,0.0043026586,0.00084793055,0.00036126486,0.00002335297,0.9892563,0.0004902792,0.00009365628,0.00034720806,0.0002455993,0.00038715676],"about_ca_topic_score_codex":0.0020036097,"about_ca_topic_score_gemma":0.27930236,"teacher_disagreement_score":0.27729875,"about_ca_system_score_codex":0.0009883528,"about_ca_system_score_gemma":0.0011537793,"threshold_uncertainty_score":0.99989116},"labels":[],"label_agreement":null},{"id":"W3170848586","doi":"","title":"Evaluation of Potential Health Risks from Microplastics in Drinking Water","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microplastics and Plastic Pollution","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":"Microplastics; Environmental science; Environmental health; Environmental chemistry; Health risk; Environmental engineering; Environmental planning; Chemistry; Medicine","score_opus":0.01711632094240682,"score_gpt":0.2255501107349847,"score_spread":0.2084337897925779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170848586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99863815,0.00010213537,0.00018255063,0.000084507476,0.00047937516,0.00019273927,0.000110369125,0.000006657379,0.00020352102],"genre_scores_gemma":[0.9901747,0.00012438021,0.0013034295,0.0000053873396,0.000020871348,2.2831574e-7,0.0015002892,0.000014268294,0.006856446],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99825734,0.00020461078,0.00022120871,0.0003467073,0.00071326946,0.00025684666],"domain_scores_gemma":[0.99933916,0.000029623225,0.00028902537,0.00019677034,0.000078906625,0.000066484434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005470276,0.0001718937,0.00035362237,0.00013108626,0.00009797245,0.000010262064,0.00019813732,0.00021895528,0.0034249746],"category_scores_gemma":[0.00002636891,0.00018325246,0.00009348452,0.0001264073,0.00007420486,0.00009016362,0.00010369128,0.00020858823,0.000071867384],"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":[0.00043722976,0.0005321208,0.013476748,0.00030046425,0.00027667842,0.0000724049,0.2223788,0.057606965,0.6724479,0.000022343642,0.001349899,0.03109843],"study_design_scores_gemma":[0.005374717,0.00039264478,0.6953799,0.0016900649,0.0015860872,0.0000071649506,0.12530212,0.062170878,0.104982495,0.0013183228,0.0005079337,0.0012876478],"about_ca_topic_score_codex":0.23528361,"about_ca_topic_score_gemma":0.34137088,"teacher_disagreement_score":0.6819032,"about_ca_system_score_codex":0.00034410032,"about_ca_system_score_gemma":0.00011951126,"threshold_uncertainty_score":0.99748605},"labels":[],"label_agreement":null},{"id":"W3170992745","doi":"","title":"Comparing Paleohydrograph Reconstructions from Subsurface Stratigraphy and Topography at the Sault Ste. Marie Strandplain","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geology and Paleoclimatology Research","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":"Stratigraphy; Geology; Cartography; Archaeology; Geography; Paleontology","score_opus":0.013320327099502843,"score_gpt":0.19217288174128425,"score_spread":0.1788525546417814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170992745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99219406,0.004076804,9.572167e-7,0.00045501377,0.00031233192,0.00021069392,0.000275441,0.000025831167,0.0024488678],"genre_scores_gemma":[0.9749921,0.002041758,0.000433805,0.000008799935,0.000016056913,1.8906012e-7,0.003859326,0.000004143405,0.018643802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855304,0.0002822417,0.00014694397,0.00045172294,0.00023111666,0.00033491815],"domain_scores_gemma":[0.99894494,0.000368247,0.00016972462,0.0002992758,0.00008989462,0.00012794054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019079901,0.00022530355,0.0004293164,0.00024066289,0.0008448037,0.00004212722,0.00032625103,0.0003907295,0.0028697473],"category_scores_gemma":[0.000009003999,0.00020622362,0.00020080856,0.00037913775,0.0007092193,0.00013657531,0.000024275569,0.0005021793,0.000028790757],"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":[0.00019217822,0.000012671225,0.98970497,0.00006925478,0.00028759323,0.000050242168,0.008060441,0.00008189443,0.00004603059,0.00003462036,0.00013611677,0.0013239926],"study_design_scores_gemma":[0.0004468733,0.00006250574,0.91162926,0.00006799301,0.00017962146,0.000016459422,0.08636907,0.0001975672,0.000119851,0.00045278965,0.00023471263,0.0002232718],"about_ca_topic_score_codex":0.07885252,"about_ca_topic_score_gemma":0.9484393,"teacher_disagreement_score":0.86958677,"about_ca_system_score_codex":0.0000013488716,"about_ca_system_score_gemma":0.000058382007,"threshold_uncertainty_score":0.99804175},"labels":[],"label_agreement":null},{"id":"W3171661360","doi":"","title":"Learning-Free Methods for Goal Conditioned Reinforcement Learning from Images","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Machine Learning and ELM","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":"University of Waterloo","keywords":"Reinforcement learning; Reinforcement; Psychology; Computer science; Artificial intelligence; Social psychology","score_opus":0.010679636745252007,"score_gpt":0.2554117607650428,"score_spread":0.24473212401979078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171661360","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":[0.33668038,0.00064677466,0.65282506,0.0030356154,0.0015999492,0.00070797926,0.00003066939,0.0006635239,0.0038100511],"genre_scores_gemma":[0.014374602,0.0001128223,0.21497154,0.000025973965,0.00008132072,0.0000024712929,0.002908169,0.00003269709,0.7674904],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981003,0.00038558093,0.00019225947,0.00065926346,0.00030907447,0.00035352563],"domain_scores_gemma":[0.9981385,0.00031509137,0.0004965639,0.0005961102,0.000335431,0.00011829422],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045327633,0.00029648613,0.00054224755,0.0002523194,0.0006017935,0.00012222398,0.0012065952,0.00029136584,0.00031545473],"category_scores_gemma":[0.00024149369,0.00036275937,0.00032014595,0.00023379095,0.000050893475,0.0003716498,0.00032730986,0.00054891536,0.000030501158],"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":[0.0006490598,0.0002661906,0.0006707343,0.0013430282,0.0015466562,0.00015276772,0.5780542,0.053158317,0.03482629,0.0057025654,0.019722518,0.3039077],"study_design_scores_gemma":[0.011169876,0.0029518115,0.012296977,0.0016611855,0.0012462956,0.000014354864,0.4152722,0.4086368,0.036448747,0.0067740334,0.09972386,0.0038038306],"about_ca_topic_score_codex":0.01972619,"about_ca_topic_score_gemma":0.0023562962,"teacher_disagreement_score":0.76368034,"about_ca_system_score_codex":0.000072890594,"about_ca_system_score_gemma":0.00013765787,"threshold_uncertainty_score":0.99988246},"labels":[],"label_agreement":null},{"id":"W3172053389","doi":"","title":"Development of Terahertz Quantum Cascade Lasers with Novel Quantum Designs","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spectroscopy and Laser Applications","field":"Chemistry","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 First Research Excellence Fund; Industry Canada","keywords":"Cascade; Terahertz radiation; Quantum; Photomixing; Laser; Physics; Optoelectronics; Terahertz metamaterials; Optics; Far-infrared laser; Engineering; Quantum mechanics","score_opus":0.01750670503077596,"score_gpt":0.2253602828635764,"score_spread":0.20785357783280045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172053389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978765,0.00008295971,0.00027849962,0.00010278402,0.000053317286,0.00013075657,0.00012642883,0.000054457407,0.0012942499],"genre_scores_gemma":[0.59623957,0.00010203987,0.017772008,0.00001419217,0.00004855215,0.0000068903996,0.0044162003,0.00010285536,0.38129768],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986461,0.000012761093,0.00021937578,0.00046992104,0.000359253,0.0002925965],"domain_scores_gemma":[0.99875224,0.00004078832,0.00041288626,0.000458227,0.00022025162,0.00011561886],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006887467,0.00030852892,0.00049752224,0.00014605187,0.00022397832,0.000015287498,0.00042460757,0.00033796672,0.0010141458],"category_scores_gemma":[0.000006040656,0.00034259888,0.00014254132,0.00024364488,0.000095903684,0.000108002045,0.000046795583,0.0003079257,0.000014389313],"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":[0.00043147715,0.00041440214,0.00030401192,0.0011179255,0.000527297,0.000038583785,0.11623607,0.00003064487,0.8791791,0.0007506576,0.0004852505,0.0004845421],"study_design_scores_gemma":[0.0010293906,0.000050356168,0.0014061572,0.0006635831,0.00032694216,0.0000069812386,0.29661265,0.00033714494,0.6953328,0.000025085115,0.0036922484,0.00051666144],"about_ca_topic_score_codex":0.009959383,"about_ca_topic_score_gemma":0.06475744,"teacher_disagreement_score":0.40163696,"about_ca_system_score_codex":0.0001492224,"about_ca_system_score_gemma":0.0005129361,"threshold_uncertainty_score":0.9999026},"labels":[],"label_agreement":null},{"id":"W3173832994","doi":"","title":"Social Interaction and the Built Environment: A case study of university students in Waterloo, Ontario","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Educational Environments and Student 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":"Built environment; Mathematics education; Sociology; Psychology; Engineering; Civil engineering","score_opus":0.019332437549172084,"score_gpt":0.27705359531095103,"score_spread":0.25772115776177895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173832994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981634,0.000030688832,1.7526423e-7,0.0005673243,0.00016058667,0.0004937422,0.000006068525,0.000004916828,0.00057310384],"genre_scores_gemma":[0.73025316,0.00014767071,0.000013453503,0.0000038058452,0.000014787906,3.4543746e-7,0.000032084015,0.0000052986966,0.26952937],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983833,0.00047014336,0.00014296894,0.0002866082,0.0005530679,0.00016393645],"domain_scores_gemma":[0.99939877,0.00010404584,0.0002695769,0.00014150777,0.000037822723,0.000048261736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047250895,0.00014589971,0.0003690741,0.0001616822,0.00059031654,0.000027176104,0.0003415454,0.00014614651,0.0003563908],"category_scores_gemma":[0.0000087696,0.00014647281,0.00010388908,0.00011970026,0.00027168807,0.00019879502,0.00014862258,0.0002558456,0.0000032443727],"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":[0.0002628676,0.0006278594,0.1476706,0.000023155775,0.00016440956,0.00022840849,0.85057765,0.000009566336,0.000007864902,0.00013480877,0.000032767177,0.0002600693],"study_design_scores_gemma":[0.0017210261,0.000046469242,0.22000107,0.000025194251,0.00017435884,0.0000023228754,0.7772236,0.0000010820784,0.0000020949503,0.00001753965,0.00068351603,0.00010171294],"about_ca_topic_score_codex":0.93242323,"about_ca_topic_score_gemma":0.98558,"teacher_disagreement_score":0.26895627,"about_ca_system_score_codex":0.00042419523,"about_ca_system_score_gemma":0.00011792503,"threshold_uncertainty_score":0.5972988},"labels":[],"label_agreement":null},{"id":"W3174649509","doi":"","title":"Challenging Collaborative Consumption at a Critical Juncture: Airbnb in the Matrix of Gentrification and Colonization","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sharing Economy and Platforms","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":"University of Waterloo","keywords":"Gentrification; Juncture; Colonization; Consumption (sociology); Geography; Matrix (chemical analysis); Economic geography; Sociology; Engineering; Civil engineering; Archaeology; Social science; Materials science","score_opus":0.013746998829231642,"score_gpt":0.2165305793993184,"score_spread":0.20278358057008677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174649509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978881,0.00058125425,0.000018549015,0.00072724925,0.00015718644,0.00025019812,0.000011961177,0.000012743147,0.00035275027],"genre_scores_gemma":[0.9901796,0.00035532052,0.00011606485,0.000034534336,0.00005844299,0.0000011674848,0.0011073488,0.00000977631,0.008137721],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99942374,0.000015954382,0.00012373045,0.00019865554,0.00012936511,0.00010856316],"domain_scores_gemma":[0.9993445,0.000070498194,0.00024162377,0.00012342673,0.0002135286,0.000006409066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020104897,0.000116464,0.000218216,0.00023372982,0.00016018041,0.000045646553,0.00012764959,0.00016852886,0.00017145807],"category_scores_gemma":[0.000050563543,0.000112537615,0.000041020874,0.00026660337,0.000057092253,0.00046264578,0.00003873998,0.00011526335,0.000015032671],"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":[0.0034252405,0.0009819895,0.15536118,0.025532283,0.0006758153,0.00025221627,0.60340667,0.0014460951,0.011277889,0.17883971,0.007851362,0.010949539],"study_design_scores_gemma":[0.0024488298,0.000062317966,0.3926942,0.0012790171,0.0007425964,0.0000070705864,0.58447534,0.008886316,0.0012283062,0.0022048564,0.005176481,0.00079463975],"about_ca_topic_score_codex":0.003330311,"about_ca_topic_score_gemma":0.02433686,"teacher_disagreement_score":0.23733303,"about_ca_system_score_codex":0.00003588335,"about_ca_system_score_gemma":0.000023919245,"threshold_uncertainty_score":0.99346644},"labels":[],"label_agreement":null},{"id":"W3184008437","doi":"","title":"Ecological legacies of long-term plant management along the Central Coast of British Columbia","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Term (time); Geography; Ecology; Environmental resource management; Environmental science; Biology","score_opus":0.005136264732440961,"score_gpt":0.16393291440830174,"score_spread":0.15879664967586077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184008437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99801993,0.000033566997,0.0000059641657,0.000037475515,0.00021658356,0.0003275023,0.0004341896,0.000012179979,0.0009126224],"genre_scores_gemma":[0.8166472,0.00022137135,0.0001331137,0.0000030548263,0.0000065175527,5.0924126e-7,0.00071939745,0.000009988433,0.18225887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876267,0.00006739692,0.0002049277,0.00030626002,0.00038523684,0.00027350034],"domain_scores_gemma":[0.99925107,0.000031981417,0.00034831482,0.000277615,0.000026289707,0.000064738524],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012786331,0.00012963041,0.00040537879,0.000029871915,0.00012740678,0.00003244927,0.0005001717,0.0001595575,0.0019057686],"category_scores_gemma":[0.000004035676,0.00016933528,0.00018873981,0.00015664616,0.00020083813,0.00011745304,0.00037773498,0.00013556141,0.000010716781],"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":[0.00015714788,0.00054653507,0.95148164,0.0018703169,0.00039272572,0.0009523162,0.028177511,0.00048328112,0.0012043826,0.000020552921,0.006642016,0.008071555],"study_design_scores_gemma":[0.00033396177,0.0000773423,0.9265617,0.00033055892,0.00015015528,0.000017394152,0.07211843,0.000114187475,0.00006184101,0.000009452006,0.00006361311,0.00016135785],"about_ca_topic_score_codex":0.48833367,"about_ca_topic_score_gemma":0.99186164,"teacher_disagreement_score":0.50352794,"about_ca_system_score_codex":0.00011332531,"about_ca_system_score_gemma":0.000017235785,"threshold_uncertainty_score":0.9990066},"labels":[],"label_agreement":null},{"id":"W3184953331","doi":"","title":"Predictors of Palliative Home Care Costs in Ontario, Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Palliative Care and End-of-Life Issues","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":"Palliative care; Medicine; Gerontology; Geography; Nursing","score_opus":0.024045573199793207,"score_gpt":0.26365954533950303,"score_spread":0.23961397213970984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184953331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99573666,0.0014794789,4.125364e-7,0.0001017072,0.00034661117,0.00025039958,0.00017439408,0.00000763483,0.0019027316],"genre_scores_gemma":[0.8201543,0.00070300314,0.00041018598,0.000013570073,0.000023245804,5.457232e-7,0.0035692474,0.00002278383,0.1751031],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988342,0.00004473653,0.00020299797,0.0002790767,0.00044230543,0.00019670727],"domain_scores_gemma":[0.9986456,0.00006195812,0.0003253146,0.00024570592,0.0006185696,0.0001028705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004217636,0.000211747,0.0008496691,0.00023807088,0.000029600566,0.0000019074082,0.00016474808,0.0002470896,0.00035130125],"category_scores_gemma":[0.000035602654,0.000242603,0.00015833283,0.00023058166,0.00006861602,0.00005778142,0.000036998354,0.00032173045,0.0000010312388],"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":[0.00043468672,0.00006190436,0.64441377,0.0012490178,0.0003509245,0.00027279285,0.3508542,0.000011010556,0.00083948264,0.000014602599,0.0012277756,0.00026987575],"study_design_scores_gemma":[0.0011598174,0.00016531165,0.48326945,0.0034982343,0.00026776156,3.3817233e-7,0.50406265,0.0000026953517,0.0060270093,0.0000024901165,0.0013867908,0.00015742538],"about_ca_topic_score_codex":0.9983383,"about_ca_topic_score_gemma":0.99991643,"teacher_disagreement_score":0.1755823,"about_ca_system_score_codex":0.0011409807,"about_ca_system_score_gemma":0.0023738234,"threshold_uncertainty_score":0.98930633},"labels":[],"label_agreement":null},{"id":"W3185209955","doi":"","title":"Social Equity Dimensions of Flood Risk Management in Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","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; University of Waterloo; Canadian Institutes of Health Research; Public Safety Canada; Göteborgs Universitet; Marine Environmental Observation Prediction and Response Network","keywords":"Flood myth; Flood risk management; Equity (law); Risk management; Business; Social equality; Geography; Environmental planning; Political science; Finance; Archaeology","score_opus":0.01297199717678417,"score_gpt":0.24547994704328432,"score_spread":0.23250794986650014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185209955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524284,0.00008552098,0.0000010040926,0.0003643555,0.0003245488,0.00023821091,0.000024317318,0.000009495498,0.04652416],"genre_scores_gemma":[0.5644759,0.00088238675,0.00019147038,0.000007059823,0.000020500593,3.5740882e-7,0.000099238794,0.0000075563066,0.43431553],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99854016,0.00015606712,0.00013379242,0.00026521328,0.0006182237,0.00028653006],"domain_scores_gemma":[0.9993874,0.000024607303,0.00027223,0.00015550172,0.00009894642,0.00006134605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022147765,0.00012546066,0.00031078397,0.00017096312,0.00034447247,0.000013398399,0.0004907417,0.00011109432,0.00025144024],"category_scores_gemma":[0.000010972315,0.00014034373,0.00010562317,0.00040750962,0.00012540075,0.00012293238,0.00020037015,0.00015283654,0.0000044954595],"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":[0.00017674819,0.00033062027,0.013501292,0.0010230516,0.000530909,0.00035984124,0.9070599,0.00013801099,0.00012256771,0.013157001,0.015862089,0.047737982],"study_design_scores_gemma":[0.00035675822,0.000012088583,0.037018217,0.00013748328,0.00018330429,2.5246646e-8,0.9586361,0.00001563356,0.00003930743,0.00038548798,0.0030328878,0.00018268441],"about_ca_topic_score_codex":0.9946654,"about_ca_topic_score_gemma":0.99979365,"teacher_disagreement_score":0.38795248,"about_ca_system_score_codex":0.00031458476,"about_ca_system_score_gemma":0.00062904356,"threshold_uncertainty_score":0.57230514},"labels":[],"label_agreement":null},{"id":"W3186186753","doi":"","title":"Plastic Film and Packaging Waste Management in Southwestern Ontario: An analysis of current diversion patterns and trends","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Municipal Solid Waste 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":"Current (fluid); Engineering; Geography; Forensic engineering; Electrical engineering","score_opus":0.011318126650585122,"score_gpt":0.2128799347981249,"score_spread":0.20156180814753977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186186753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99929285,0.00003808602,0.000015917061,0.00001873231,0.00009505645,0.00012852329,0.000043891756,0.0000068630275,0.0003600539],"genre_scores_gemma":[0.9514483,0.00017302194,0.00011114135,0.0000027590477,0.0000030274623,4.951459e-7,0.00066306896,0.000010921603,0.047587235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986215,0.00007176645,0.00016863222,0.0005408592,0.00036644275,0.00023080086],"domain_scores_gemma":[0.9993091,0.000016247299,0.00023657213,0.00032091566,0.00001102913,0.00010610548],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012342003,0.00022709885,0.00046203966,0.0006602074,0.00008672472,0.00002276018,0.00026117743,0.00008760837,0.0012017986],"category_scores_gemma":[0.0000014376583,0.0002681809,0.00010208384,0.00045996378,0.00007960422,0.00021808955,0.000578992,0.00016169173,0.0000031721606],"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":[0.00016219432,0.00026989917,0.6792565,0.00057825504,0.00076189754,0.00012718172,0.2632122,0.02120427,0.000080785176,0.000020256271,0.000035531775,0.03429106],"study_design_scores_gemma":[0.0005120591,0.000062060986,0.7931759,0.0002053548,0.0013713379,2.0255801e-7,0.19524717,0.009142999,0.000015205426,0.0000040022383,0.000042119624,0.00022162379],"about_ca_topic_score_codex":0.45345318,"about_ca_topic_score_gemma":0.9476798,"teacher_disagreement_score":0.49422663,"about_ca_system_score_codex":0.0002133082,"about_ca_system_score_gemma":0.0000049924565,"threshold_uncertainty_score":0.99997705},"labels":[],"label_agreement":null},{"id":"W3190346947","doi":"","title":"Spatiotemporal Shifts in Cyanobacterial Communities in a Northern Temperate Watershed – Applications of Next-Generation Sequencing and Implications for Monitoring and Climate Change Adaptation","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Environment and Climate Change Canada","keywords":"Temperate climate; Watershed; Adaptation (eye); Climate change; Geography; Climate change adaptation; Ecology; Environmental science; Environmental resource management; Biology; Computer science","score_opus":0.049813236737489684,"score_gpt":0.23388500786563546,"score_spread":0.18407177112814577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190346947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99908656,0.000046004352,0.00001023688,0.00016490156,0.00004504138,0.0005547753,0.00007165598,0.0000063822727,0.0000144424785],"genre_scores_gemma":[0.9962866,0.0005086038,0.0008359331,0.0000047899907,0.000018622906,0.000019487934,0.002130553,0.000009594549,0.0001858677],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993311,0.00015288533,0.00016292142,0.00017027673,0.000037829337,0.00014496116],"domain_scores_gemma":[0.99952805,0.00005218589,0.00018861647,0.0001681089,0.00003710013,0.000025934334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001788129,0.00011892371,0.0002552751,0.00012648276,0.0002075967,0.000012578528,0.00013024821,0.00018520514,0.000032058062],"category_scores_gemma":[0.0000047670496,0.0001509306,0.000028492806,0.00012467238,0.00011772584,0.00027139855,0.000093433875,0.00014040485,8.523101e-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":[0.00019862414,0.00008341848,0.23640372,0.00033066914,0.000021214842,6.987672e-7,0.30118102,0.00028954298,0.45557368,0.00008616648,0.0000032905461,0.0058279634],"study_design_scores_gemma":[0.00085859955,0.00012275433,0.80183405,0.00017020453,0.000049905066,9.54932e-7,0.19158357,0.0009657811,0.003872416,0.00026455364,0.000026825404,0.00025038642],"about_ca_topic_score_codex":0.10434942,"about_ca_topic_score_gemma":0.87338465,"teacher_disagreement_score":0.7690352,"about_ca_system_score_codex":0.00010380293,"about_ca_system_score_gemma":0.000023134711,"threshold_uncertainty_score":0.9016148},"labels":[],"label_agreement":null},{"id":"W3190401512","doi":"","title":"Measuring and Responding to Mental Health Needs of Emerging Adults Receiving Care in Canadian Psychiatric Settings: Evidence for the Importance of Assessing Anxiety Symptoms","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mental health; Anxiety; Psychiatry; Mental health care; Psychology; Clinical psychology; Medicine","score_opus":0.023176230184420162,"score_gpt":0.31506577760903376,"score_spread":0.2918895474246136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190401512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879825,0.008636291,0.000002286894,0.001652906,0.00047168855,0.0010471286,0.000084777115,0.0000080911,0.00011431761],"genre_scores_gemma":[0.9934535,0.0005147228,0.00066472957,0.000044197826,0.000025073756,0.0000046066352,0.00019501297,0.000023047221,0.005075097],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99856186,0.00013002666,0.00032572393,0.00034015812,0.0002079406,0.00043430863],"domain_scores_gemma":[0.9986897,0.00014470381,0.00059835886,0.000258266,0.00014424711,0.00016470379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005786299,0.00019614518,0.0004624223,0.0010901717,0.000426336,0.000017194363,0.00027344676,0.0001469479,0.0000417067],"category_scores_gemma":[0.000031778753,0.00020700002,0.00010189709,0.0009507156,0.00003208727,0.00022345487,0.00004245409,0.00017724029,4.1064249e-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":[0.0007055192,0.000033997163,0.2818117,0.0031059296,0.000087334774,0.000004391367,0.67832017,0.000012864621,0.00019902816,0.000058532416,0.00016014106,0.03550037],"study_design_scores_gemma":[0.00078885845,0.00017730353,0.19548595,0.0049030073,0.00006481387,0.000002052339,0.7981318,0.00004195545,0.00016284543,0.0000030086862,0.00008107152,0.00015733566],"about_ca_topic_score_codex":0.59268427,"about_ca_topic_score_gemma":0.90429485,"teacher_disagreement_score":0.31161058,"about_ca_system_score_codex":0.00046350452,"about_ca_system_score_gemma":0.00032680726,"threshold_uncertainty_score":0.8441216},"labels":[],"label_agreement":null},{"id":"W3194756826","doi":"10.48550/arxiv.2008.09252","title":"Towards simulating 2D effects in lattice gauge theories on a quantum computer","year":2020,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Universitat Autònoma de Barcelona; Ministerio de Ciencia, Innovación y Universidades; American Friends of the Alexander von Humboldt Foundation; European Regional Development Fund; Alfred P. Sloan Foundation","keywords":"Quantum computer; Quantum simulator; Physics; Qubit; Quantum; Open quantum system; Observable; Quantum algorithm; Quantum technology; Quantum information; Gauge theory; Quantum mechanics; Theoretical physics; Computer science; Statistical physics","score_opus":0.009558078245434752,"score_gpt":0.19895367155544288,"score_spread":0.18939559331000813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194756826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9187638,0.000019909283,0.07210732,0.008540879,0.00017258753,0.00014944027,0.0000032019293,0.00016192159,0.00008089985],"genre_scores_gemma":[0.9315539,0.0000028074192,0.067504466,0.0005083791,0.000080596445,1.10549e-7,0.0000020922535,0.000010297714,0.000337378],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987026,0.00015640804,0.00011199731,0.00044366324,0.0002642756,0.0003210405],"domain_scores_gemma":[0.99918,0.00024145423,0.00010086159,0.00029962222,0.00004673135,0.00013133285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017804992,0.0001827359,0.00030675932,0.00013128768,0.00015377664,0.000051747324,0.00080054044,0.00007385803,0.000007369818],"category_scores_gemma":[0.000030223378,0.00018225162,0.00010246813,0.00046165177,0.00008466577,0.0002174082,0.0005101309,0.00027508658,0.000032545264],"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":[0.00019560022,0.00028619848,0.0018602308,0.00053625944,0.00010012057,0.00095772906,0.4611839,0.11870698,0.0015117843,0.27163306,0.0005869354,0.14244118],"study_design_scores_gemma":[0.0008192427,0.0005394047,0.005288272,0.00013858006,0.00000798194,0.0000033405443,0.0014049172,0.98693705,0.0004019869,0.004036249,0.00019133194,0.00023166263],"about_ca_topic_score_codex":0.0023162125,"about_ca_topic_score_gemma":0.00020372389,"teacher_disagreement_score":0.86823004,"about_ca_system_score_codex":0.00002700215,"about_ca_system_score_gemma":0.000036594836,"threshold_uncertainty_score":0.74320054},"labels":[],"label_agreement":null},{"id":"W3197126818","doi":"","title":"Impact of Youth Service Program Design on Youth Engagement, Communities and Organizations","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Youth Development and Social Support","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":"Positive Youth Development; Service (business); Public relations; Youth engagement; Community engagement; Political science; Psychology; Business; Developmental psychology; Marketing","score_opus":0.04809508175357033,"score_gpt":0.2772808231418659,"score_spread":0.2291857413882956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197126818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99520874,0.000036048994,0.0000073906876,0.0001365507,0.0001235767,0.00047514026,0.00012345533,0.00006446603,0.00382466],"genre_scores_gemma":[0.9270825,0.00040917582,0.0008358182,0.000010874554,0.000026295536,5.263238e-7,0.0023417096,0.000021134345,0.06927201],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986865,0.00041067603,0.00012934445,0.0001675634,0.0003644813,0.00024145521],"domain_scores_gemma":[0.998695,0.00006724311,0.00026948232,0.00016904858,0.00069598516,0.0001032076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038764672,0.00018048077,0.00035406547,0.00018838263,0.0008885252,0.000049296195,0.00032718977,0.00026789698,0.00045012325],"category_scores_gemma":[0.000040703482,0.0002095439,0.0000992497,0.0006384787,0.00016411142,0.0001799967,0.00006357093,0.00022432362,0.000006363239],"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":[0.000053282718,0.0001319734,0.01979578,0.00007383044,0.0001839385,0.0000030513693,0.9786345,0.000007496762,0.00002092206,0.00016752383,0.00009597886,0.0008317311],"study_design_scores_gemma":[0.00027969808,0.0001308627,0.044273756,0.0001691078,0.00021697672,4.591468e-8,0.95461595,0.00000452552,0.000050289767,0.000023804603,0.00003451357,0.00020048462],"about_ca_topic_score_codex":0.33319235,"about_ca_topic_score_gemma":0.26322463,"teacher_disagreement_score":0.06996772,"about_ca_system_score_codex":0.00012178829,"about_ca_system_score_gemma":0.0007597173,"threshold_uncertainty_score":0.8544952},"labels":[],"label_agreement":null},{"id":"W3197188470","doi":"","title":"Developing a Risk Assessment Framework for Evaluating and Mitigating Occupational Exposure of Migrant Farmworkers to Enteric Pathogens in Canada’s Seasonal Agricultural Worker Program","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Migrant workers; Agriculture; Environmental health; Occupational exposure; Business; Medicine; Geography; Economic growth; Economics","score_opus":0.0184043666341604,"score_gpt":0.2500237473450229,"score_spread":0.23161938071086252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197188470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979349,0.000172444,0.000035587702,0.00059983827,0.00012892175,0.0007674842,0.00033472772,0.000013423468,0.000012697952],"genre_scores_gemma":[0.9486653,0.000058515518,0.047839854,0.00002898507,0.000061092134,0.000013763804,0.0019739412,0.0000025400893,0.0013560001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846846,0.000120718585,0.0002552698,0.0004213817,0.00040662612,0.00032753448],"domain_scores_gemma":[0.9987952,0.00023012061,0.00042046406,0.00004884303,0.0003916529,0.000113681024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023069042,0.0002394481,0.0004335549,0.000025324967,0.00024623354,0.000025945785,0.0001969152,0.00020617948,0.00003521907],"category_scores_gemma":[0.000042752323,0.00012560298,0.00014592921,0.00041337693,0.000023827615,0.0000837884,0.000067019035,0.00024302461,2.4703664e-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":[0.00081078033,0.00027910623,0.48747474,0.00061625923,0.00040806245,0.000035710775,0.056154232,0.00044943538,0.05378762,0.00037412756,0.00027901883,0.3993309],"study_design_scores_gemma":[0.000192291,0.00020685596,0.80210453,0.00065534335,0.000076948694,0.0000014434387,0.19617164,0.00013306824,0.00009433805,0.00005274809,0.00007486293,0.00023593569],"about_ca_topic_score_codex":0.5418242,"about_ca_topic_score_gemma":0.9789965,"teacher_disagreement_score":0.4371723,"about_ca_system_score_codex":0.0002636007,"about_ca_system_score_gemma":0.00037710968,"threshold_uncertainty_score":0.51219404},"labels":[],"label_agreement":null},{"id":"W3197284634","doi":"","title":"Bacterial Communities in the Glenmore Reservoir with an emphasis on the Cyanobacteria","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cyanobacteria; Emphasis (telecommunications); Geography; Environmental science; Ecology; Biology; Bacteria; Engineering","score_opus":0.013477420497176698,"score_gpt":0.19806705637051064,"score_spread":0.18458963587333393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197284634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995288,0.0000066817447,8.13323e-7,0.0006674596,0.00012529748,0.0002847727,0.000079203746,0.000009984229,0.003537763],"genre_scores_gemma":[0.9536961,0.00004944518,0.00016983306,0.000053321935,0.00003183741,0.0000016578873,0.0016662295,0.000020323741,0.04431126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987217,0.000424571,0.00011141181,0.0002032295,0.00033940998,0.00019966986],"domain_scores_gemma":[0.99902934,0.00012235457,0.0001882845,0.0006030518,0.000018990602,0.00003798633],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034669315,0.00019678449,0.00026332372,0.000043749576,0.0002952907,0.000054781554,0.0007952687,0.0001509046,0.0029493861],"category_scores_gemma":[0.0000055522823,0.00012755056,0.00006606849,0.00018433534,0.00015796407,0.00017571393,0.00007931681,0.00029363902,0.00004966793],"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":[0.0015232404,0.00045393323,0.022095565,0.00023525086,0.00013708454,0.000156417,0.9675704,0.00052919117,0.0013902107,0.0011811096,0.0030370397,0.0016905507],"study_design_scores_gemma":[0.00047966687,0.0004067496,0.08617639,0.00034441624,0.000063148545,0.000007346265,0.9072346,0.00061023363,0.00010282516,0.000078339224,0.0042012725,0.00029497626],"about_ca_topic_score_codex":0.13821486,"about_ca_topic_score_gemma":0.88735116,"teacher_disagreement_score":0.7491363,"about_ca_system_score_codex":0.00009008947,"about_ca_system_score_gemma":0.00003196472,"threshold_uncertainty_score":0.99796206},"labels":[],"label_agreement":null},{"id":"W3197705395","doi":"","title":"Compassion over competition: The momentary and longitudinal benefits of adopting a caregiving mentality in the face of appearance comparisons","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Competition (biology); Self-compassion; Psychology; Compassion; Face (sociological concept); Social psychology; Ecology; Sociology; Mindfulness; Political science; Psychotherapist; Social science; Biology","score_opus":0.023890346846542777,"score_gpt":0.26524917018703686,"score_spread":0.24135882334049408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197705395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974869,0.0012913069,0.000007061646,0.0004829988,0.00013944966,0.0002626274,0.00006515225,0.0000060072807,0.000258522],"genre_scores_gemma":[0.9963719,0.000074612864,0.00010222759,0.000010914483,0.000008935423,9.783423e-7,0.00022519902,0.000008437072,0.0031967454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893314,0.00020223651,0.00019125927,0.00025559016,0.00026272988,0.00015504287],"domain_scores_gemma":[0.99913204,0.000077792676,0.00041080537,0.00028334514,0.000074507014,0.000021495911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021924633,0.0001549562,0.00039635485,0.000090418565,0.00016438816,0.000009097025,0.00028995762,0.00012346245,0.0001483987],"category_scores_gemma":[0.0000031579261,0.00012866825,0.00010899595,0.00020914958,0.00018335224,0.00006191966,0.00006716213,0.0002708974,8.351529e-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":[0.00024532177,0.0006608341,0.5151652,0.000609284,0.00014851266,0.000017093605,0.47877443,0.0001990268,0.00095032953,0.0010382466,0.0008078991,0.0013837946],"study_design_scores_gemma":[0.00040532433,0.00006320342,0.5374154,0.0005535992,0.00008655522,0.000001919495,0.461299,0.000021897296,0.00005320452,0.000004306789,0.000021157473,0.00007445863],"about_ca_topic_score_codex":0.06600164,"about_ca_topic_score_gemma":0.08596546,"teacher_disagreement_score":0.02225017,"about_ca_system_score_codex":0.000026127505,"about_ca_system_score_gemma":0.000020259482,"threshold_uncertainty_score":0.9402179},"labels":[],"label_agreement":null},{"id":"W3197881371","doi":"","title":"Cause or Consequence? The Interrelationship Between Physical Activity and Fractures","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Physical activity; Medicine; Psychology; Physical therapy","score_opus":0.04435862087111966,"score_gpt":0.329661008407461,"score_spread":0.28530238753634135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197881371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99295104,0.00016112119,0.0000017820165,0.0061231814,0.00006131949,0.00039218413,0.000041414285,0.000027328651,0.00024064098],"genre_scores_gemma":[0.8420277,0.00019184584,0.00007035348,0.000032384763,0.00006821233,7.1107206e-7,0.00028075514,0.000013177242,0.15731484],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989635,0.00013472102,0.000073496885,0.00027757292,0.00032459514,0.0002261175],"domain_scores_gemma":[0.9988749,0.00033471902,0.00013287028,0.00028336231,0.00018649292,0.0001876617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013255874,0.00015926144,0.00044714293,0.00012890866,0.00027489022,0.000019163062,0.0001205745,0.0002568795,0.0001492606],"category_scores_gemma":[0.000117539865,0.000116652,0.0001110132,0.00017755813,0.00022809625,0.000095297495,0.000056209883,0.00076111016,0.000014180856],"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":[0.015491663,0.0013154697,0.096624956,0.010204344,0.0025195873,0.004106724,0.70679665,0.0000045020965,0.036693305,0.00034722034,0.017549708,0.10834587],"study_design_scores_gemma":[0.0010391688,0.0004288707,0.8763982,0.00048691197,0.0005563844,0.00004763261,0.11642394,0.00008053409,0.0037035253,0.00005318182,0.0005923792,0.00018926382],"about_ca_topic_score_codex":0.026864603,"about_ca_topic_score_gemma":0.052709278,"teacher_disagreement_score":0.77977324,"about_ca_system_score_codex":0.00006609146,"about_ca_system_score_gemma":0.00051033305,"threshold_uncertainty_score":0.97961557},"labels":[],"label_agreement":null},{"id":"W3198514401","doi":"","title":"The effect of price and retail availability on the use of illegal and legal non-medical cannabis in Canada and the United States","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cannabis and Cannabinoid 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":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Cannabis; Business; Medical cannabis; Environmental health; Advertising; Actuarial science; Medicine; Psychiatry","score_opus":0.007938973004716604,"score_gpt":0.21087066036460414,"score_spread":0.20293168735988754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198514401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741852,0.00037832282,1.2676483e-7,0.024631929,0.000051247454,0.000644375,0.000054223237,0.0000022948661,0.000052251493],"genre_scores_gemma":[0.839776,0.0020013917,0.000006300761,0.00008391273,0.00001394238,0.000003603288,0.00017065536,0.00001769169,0.1579265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982211,0.0004140442,0.0001933447,0.00026477562,0.0006810582,0.0002256906],"domain_scores_gemma":[0.9985975,0.0004488696,0.0001777267,0.00035432237,0.00028638827,0.00013520084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095004507,0.0001794343,0.00054976606,0.00012183893,0.00017897751,0.000022688551,0.00017680183,0.00014415414,0.000071216346],"category_scores_gemma":[0.00056466274,0.00009658207,0.000071784125,0.0003188552,0.0009048584,0.00005230479,0.00011820917,0.00056910515,1.1299944e-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":[0.081114165,0.000580111,0.2995601,0.021105204,0.0033315767,0.0018919309,0.29644915,0.00016620038,0.0037367137,0.0015524989,0.24501386,0.045498498],"study_design_scores_gemma":[0.010677074,0.001985021,0.64704114,0.0018596777,0.0006256211,0.00005784539,0.2970183,0.0057822377,0.0042491304,0.000014949365,0.030253673,0.00043536292],"about_ca_topic_score_codex":0.9872384,"about_ca_topic_score_gemma":0.9876354,"teacher_disagreement_score":0.34748104,"about_ca_system_score_codex":0.00012318447,"about_ca_system_score_gemma":0.0011022072,"threshold_uncertainty_score":0.39385027},"labels":[],"label_agreement":null},{"id":"W3199654799","doi":"","title":"Adaptive Responses of Small-Scale Fisheries to the Vulnerabilities Resulting from Crude Oil Extraction in Western Ghana","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coral and Marine Ecosystems 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":"Social Sciences and Humanities Research Council of Canada","keywords":"Fishery; Scale (ratio); Extraction (chemistry); Crude oil; Environmental science; Petroleum engineering; Geography; Engineering; Biology; Chemistry; Cartography","score_opus":0.016918852453702397,"score_gpt":0.20645544021736523,"score_spread":0.18953658776366283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199654799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724895,0.00008536258,0.0000039959496,0.0009902846,0.00022599968,0.00013147345,0.00007655621,0.000014242996,0.0012231497],"genre_scores_gemma":[0.5210096,0.00007732999,0.0005848618,0.00000887071,0.000024938989,0.0000021816807,0.000081196486,0.000010011981,0.478201],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99891245,0.00016608863,0.00017637135,0.0003419449,0.00022833262,0.00017483595],"domain_scores_gemma":[0.99926996,0.00018295932,0.00022131296,0.00024655598,0.00004096248,0.000038267364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019113802,0.00016828644,0.00035539037,0.00007385979,0.00017660366,0.000014047292,0.00026405015,0.00010949682,0.00031323105],"category_scores_gemma":[0.00005830089,0.00015514818,0.00009674985,0.0001980377,0.00009713293,0.00017012982,0.0002681176,0.0001802163,0.000026059251],"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":[0.0023437517,0.00016977086,0.13930517,0.00026905155,0.00012986368,0.000052132295,0.7985167,0.00027602195,0.018949365,0.0000056155536,0.0017795723,0.03820301],"study_design_scores_gemma":[0.00021257432,0.000116083385,0.4043202,0.00029862532,0.000048346104,6.110289e-7,0.5905925,0.000043128086,0.0030558745,0.000021970678,0.0011111458,0.00017894589],"about_ca_topic_score_codex":0.51789,"about_ca_topic_score_gemma":0.95107657,"teacher_disagreement_score":0.47697785,"about_ca_system_score_codex":0.00013721897,"about_ca_system_score_gemma":0.000022823922,"threshold_uncertainty_score":0.63267595},"labels":[],"label_agreement":null},{"id":"W3201477767","doi":"","title":"A Tale of Four Canadian Cities: LRT Systems and the COVID-19 Pandemic","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Virology; History; Medicine; Infectious disease (medical specialty); Outbreak","score_opus":0.025549097310488784,"score_gpt":0.24466255247851676,"score_spread":0.21911345516802797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201477767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940648,0.00091509137,0.0000019380198,0.0010649294,0.0003208941,0.00034160053,0.00013037617,0.00001919939,0.0031411373],"genre_scores_gemma":[0.7043536,0.00037534052,0.000012037834,0.000024953704,0.000029623296,4.639702e-7,0.00014267697,0.0000054803772,0.29505584],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99893844,0.00019237914,0.00012285209,0.00023567672,0.0002884983,0.0002221232],"domain_scores_gemma":[0.99904746,0.00012634139,0.00021850734,0.00019470038,0.00017034344,0.00024265118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005697083,0.00011835307,0.00038113073,0.00013352491,0.00058279576,0.000034502315,0.0003638432,0.00025776806,0.0002749775],"category_scores_gemma":[0.000077378965,0.00011125931,0.00012911498,0.00020987696,0.00065949664,0.00014723475,0.000014913907,0.00016198367,0.0000017086759],"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":[0.00013383085,0.000014088637,0.20314507,0.00087592116,0.00011886744,0.00003960926,0.7925336,0.000005572135,0.00004494681,0.0015958828,0.0013263322,0.00016631577],"study_design_scores_gemma":[0.0007281653,0.000017964509,0.019866832,0.00013223718,0.00017431978,7.8132666e-7,0.9721528,0.000012844493,0.000003633181,0.000284203,0.0064606457,0.00016552687],"about_ca_topic_score_codex":0.9916845,"about_ca_topic_score_gemma":0.99805766,"teacher_disagreement_score":0.29191467,"about_ca_system_score_codex":0.00018300132,"about_ca_system_score_gemma":0.0014789894,"threshold_uncertainty_score":0.4537023},"labels":[],"label_agreement":null},{"id":"W3202266265","doi":"","title":"PPE Distribution Planning and Capacity Acquisition During the COVID-19 Pandemic","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Facility Location and Emergency Management","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":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine; Disease","score_opus":0.02750289771448442,"score_gpt":0.22013079144156675,"score_spread":0.19262789372708233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202266265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967987,0.00017458427,0.00011548926,0.0018040546,0.0003340271,0.0002555869,0.00003637062,0.00009249632,0.00038871268],"genre_scores_gemma":[0.92004496,0.00014593812,0.000027226517,0.0002443014,0.00014362989,0.0000015945238,0.0035406824,0.000014548286,0.0758371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901295,0.000028519906,0.00014231403,0.0003445767,0.00026683527,0.00020481496],"domain_scores_gemma":[0.99937665,0.000015182954,0.00017922684,0.00024194104,0.00015925246,0.000027735585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028154042,0.00019228148,0.00022565953,0.0001479974,0.00068526756,0.00009096378,0.00022315301,0.00015022185,0.00047937044],"category_scores_gemma":[0.000049860708,0.00019573471,0.00009921834,0.00028427521,0.00008211306,0.0005039008,0.000130187,0.00018888681,0.000038743165],"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":[0.0030038983,0.0008506249,0.49997213,0.046214666,0.0020079922,0.00033997974,0.3109866,0.01636663,0.018893678,0.02488169,0.067256756,0.009225317],"study_design_scores_gemma":[0.0018488558,0.000025267875,0.49634847,0.00042754764,0.0006997121,0.0000073657134,0.455638,0.003880518,0.000106854066,0.0007585459,0.039270975,0.0009878974],"about_ca_topic_score_codex":0.06759346,"about_ca_topic_score_gemma":0.0657427,"teacher_disagreement_score":0.14465137,"about_ca_system_score_codex":0.00012827592,"about_ca_system_score_gemma":0.000028929919,"threshold_uncertainty_score":0.9513051},"labels":[],"label_agreement":null},{"id":"W3202280143","doi":"","title":"Effects of restoring peatland seismic lines on soil properties in boreal Alberta, Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Geology; Environmental science; Geography; Paleontology; Archaeology","score_opus":0.004980910068297718,"score_gpt":0.1657422157687271,"score_spread":0.1607613057004294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202280143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997484,0.000051352134,1.8342837e-7,0.00032206305,0.00017741616,0.00014217381,0.000006599452,0.0000049428463,0.0018112435],"genre_scores_gemma":[0.7829735,0.00008246433,0.000015524854,0.0000139313015,0.000014962921,6.126867e-7,0.00017916376,0.000009693516,0.21671009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999087,0.000058564234,0.00010282598,0.0002923187,0.00023479466,0.0002245443],"domain_scores_gemma":[0.9995509,0.00006366906,0.00014665823,0.00016188977,0.000017118353,0.00005980403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053988482,0.00017240504,0.0003760937,0.00008155902,0.00007030928,0.000004546795,0.00021872381,0.00016424968,0.00008855268],"category_scores_gemma":[0.00001815525,0.00017046744,0.00006205771,0.00012304012,0.000057607343,0.00006715454,0.00006906207,0.0001674566,0.0000044688195],"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":[0.0020217192,0.00089347124,0.6620422,0.0038591796,0.00034419593,0.0017116719,0.22678354,0.012813143,0.054566044,0.000024972365,0.027498014,0.007441859],"study_design_scores_gemma":[0.001416483,0.0002851576,0.9489547,0.0006254045,0.0001042232,0.0000028965069,0.02607444,0.00063482206,0.019863673,0.000009100781,0.0015954061,0.00043369315],"about_ca_topic_score_codex":0.9923511,"about_ca_topic_score_gemma":0.9992511,"teacher_disagreement_score":0.2869125,"about_ca_system_score_codex":0.00022063339,"about_ca_system_score_gemma":0.00011935573,"threshold_uncertainty_score":0.695146},"labels":[],"label_agreement":null},{"id":"W3202448873","doi":"","title":"The Association Between Multilingualism and Executive Function in the Canadian Longitudinal Study on Aging: Results from the Baseline Comprehensive Cohort","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Neurobiology of Language and Bilingualism","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":"Association (psychology); Multilingualism; Baseline (sea); Cohort; Executive summary; Cohort study; Longitudinal study; Medicine; Gerontology; Psychology; Political science; Internal medicine; Business; Pedagogy; Pathology","score_opus":0.04238356614906606,"score_gpt":0.27293983680702116,"score_spread":0.2305562706579551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202448873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99445665,0.0000858256,2.1089319e-7,0.003736794,0.00040905448,0.00074474706,0.00036061156,0.00001582395,0.00019028429],"genre_scores_gemma":[0.9801406,0.000091141235,0.000005327767,0.00032057037,0.00012589541,0.0000013543796,0.00067871576,0.000012318995,0.01862403],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99714106,0.001326845,0.00020239607,0.0006175696,0.00041967648,0.00029246532],"domain_scores_gemma":[0.99555063,0.0034008068,0.00038174354,0.00041721837,0.00019291225,0.000056694065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008813659,0.00022826788,0.00031225145,0.00011900248,0.001131797,0.0000947302,0.00049412623,0.00022598164,0.000006711673],"category_scores_gemma":[0.0006852564,0.00014958113,0.00008785297,0.00026552094,0.00013855519,0.00007670268,0.000057523524,0.0007358362,0.0000067011115],"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":[0.00096188346,0.00021130766,0.15926528,0.0000209084,0.0003635828,0.0017101051,0.82862335,0.000023210894,0.0039687078,0.00005033073,0.002556016,0.0022452956],"study_design_scores_gemma":[0.00097238517,0.00016724254,0.6346499,0.00006753645,0.00027844816,0.0000034905172,0.36184588,0.000017542638,0.00083033636,0.00004167458,0.00095440494,0.00017118294],"about_ca_topic_score_codex":0.66948473,"about_ca_topic_score_gemma":0.9634907,"teacher_disagreement_score":0.4753846,"about_ca_system_score_codex":0.00014746115,"about_ca_system_score_gemma":0.00015664971,"threshold_uncertainty_score":0.8704982},"labels":[],"label_agreement":null},{"id":"W3202923888","doi":"","title":"Risk Modelling in Shariah Compliant Investment and Insurance Products","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Islamic Finance and Banking Studies","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":"University of Waterloo","keywords":"Business; Actuarial science; Investment (military); Political science; Law","score_opus":0.01430282472133129,"score_gpt":0.18244266434345677,"score_spread":0.16813983962212548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202923888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726695,0.00092838943,0.000005104871,0.00044233623,0.00026682284,0.00021261285,0.000010984269,0.000026464702,0.00084032206],"genre_scores_gemma":[0.8976647,0.0016667363,0.0011633394,0.00012149527,0.0001995926,0.0000014477456,0.00053607876,0.000034737568,0.09861188],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990922,0.000010031297,0.00012801884,0.00039632095,0.00016705316,0.00020633775],"domain_scores_gemma":[0.9993083,0.000010246533,0.0003168314,0.00017849596,0.00018322779,0.000002926524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013833823,0.00019858881,0.0003833716,0.0002613231,0.0002022714,0.000050855655,0.00016405288,0.000113152746,0.000015880056],"category_scores_gemma":[0.000016252125,0.00022561137,0.000051124814,0.00031705885,0.00005680773,0.0004215854,0.00011284095,0.00021026425,0.000017325987],"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":[0.0016186365,0.0015678436,0.33780318,0.028462335,0.0013940955,0.0012448861,0.4810165,0.013838223,0.0038925235,0.064419284,0.013941068,0.050801415],"study_design_scores_gemma":[0.003084498,0.000051657342,0.8097371,0.004864021,0.0005694285,0.000002186762,0.14581911,0.016179495,0.0003362265,0.010926863,0.0067619835,0.0016674502],"about_ca_topic_score_codex":0.05433901,"about_ca_topic_score_gemma":0.05710327,"teacher_disagreement_score":0.4719339,"about_ca_system_score_codex":0.00003001809,"about_ca_system_score_gemma":0.000026063328,"threshold_uncertainty_score":0.96010214},"labels":[],"label_agreement":null},{"id":"W3203820933","doi":"","title":"Investigating the use of a web-map survey tool for heritage planning","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Web survey; Geography; World Wide Web; Data science; Computer science; Cartography; Engineering","score_opus":0.06010441088401405,"score_gpt":0.264468910684855,"score_spread":0.20436449980084095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203820933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99787,0.00011627553,0.000013717323,0.00048016908,0.00040385444,0.0005218472,0.00015083804,0.000028392498,0.00041485566],"genre_scores_gemma":[0.54512066,0.00011133135,0.0034316229,0.00003762403,0.00008132558,0.0000050428357,0.0010817501,0.000025085135,0.45010558],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987716,0.00024974873,0.00021043791,0.00016225183,0.00037915757,0.00022676708],"domain_scores_gemma":[0.99779594,0.0005327133,0.0006134633,0.00019199454,0.00082576,0.000040131752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009998593,0.00013502334,0.00036167423,0.00014983914,0.0009075349,0.00005647233,0.0003165205,0.00020015605,0.000034444492],"category_scores_gemma":[0.00042974844,0.00013395815,0.00017743946,0.000353745,0.00028010746,0.0003826371,0.000055510005,0.00013651657,0.0000032650269],"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":[0.000028005843,0.0000118861335,0.037496578,0.0005007731,0.00018452058,0.0000015084231,0.9549358,0.00006446661,0.00013306792,0.000836219,0.0055947476,0.0002124196],"study_design_scores_gemma":[0.00025477057,0.000024786725,0.048790023,0.00043740094,0.00006706139,1.26169e-7,0.94139576,0.000075152755,0.000037463295,0.000039645063,0.008708355,0.000169434],"about_ca_topic_score_codex":0.2020588,"about_ca_topic_score_gemma":0.47556838,"teacher_disagreement_score":0.4527494,"about_ca_system_score_codex":0.0000379026,"about_ca_system_score_gemma":0.00024202275,"threshold_uncertainty_score":0.8032548},"labels":[],"label_agreement":null},{"id":"W3203931921","doi":"","title":"Multivariate Time Series Data Causal Discovery","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Time Series Analysis and Forecasting","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; Ontario Centres of Excellence","keywords":"Multivariate statistics; Series (stratigraphy); Time series; Multivariate analysis; Data mining; Computer science; Data science; Econometrics; Statistics; Mathematics; Geology","score_opus":0.015588380569121934,"score_gpt":0.2090812929960243,"score_spread":0.19349291242690236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203931921","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":[0.98428684,0.00065136515,0.0077101984,0.0017697092,0.0012772785,0.0003488441,0.00048493783,0.00029184893,0.003178974],"genre_scores_gemma":[0.0069242204,0.00010818556,0.02688574,0.000010263216,0.00006926227,1.3852274e-7,0.0042952616,0.000023754545,0.96168315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99835247,0.00005825605,0.00016775596,0.00077316724,0.00035067412,0.00029768868],"domain_scores_gemma":[0.9978772,0.000035267403,0.00035673272,0.0014612296,0.00018507084,0.00008451577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017953878,0.00025873506,0.0005319849,0.00017530343,0.00027779964,0.00024710855,0.0021211344,0.00020050476,0.0002459364],"category_scores_gemma":[0.000025896368,0.00028890802,0.00017535796,0.0004060165,0.00006319367,0.003183293,0.001070009,0.0002218716,0.000081679806],"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":[0.0010630363,0.0011300166,0.00075701013,0.002666927,0.006212575,0.0035365224,0.69436324,0.0014425828,0.101290375,0.034728207,0.04330571,0.109503806],"study_design_scores_gemma":[0.0041475506,0.0010247676,0.01796233,0.0031258527,0.0030752958,0.000121836565,0.62218326,0.29324257,0.016924798,0.002195702,0.029237172,0.00675887],"about_ca_topic_score_codex":0.02658919,"about_ca_topic_score_gemma":0.034881823,"teacher_disagreement_score":0.97736263,"about_ca_system_score_codex":0.00003815183,"about_ca_system_score_gemma":0.0001759709,"threshold_uncertainty_score":0.9999563},"labels":[],"label_agreement":null},{"id":"W3209481045","doi":"","title":"An Exploratory Study of Collaboration between Youth and Local Organizations working on Sustainable Development Projects in Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainability and Innovation in Business","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":"Exploratory research; Political science; Sustainable development; Public relations; Knowledge management; Business; Sociology; Social science; Computer science","score_opus":0.013656376113854568,"score_gpt":0.193507940469125,"score_spread":0.17985156435527044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209481045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990404,0.000011541135,0.000015835405,0.000117569616,0.0001119987,0.0005723316,0.0000031413597,0.000017418755,0.0001097572],"genre_scores_gemma":[0.99536556,0.0000022434465,0.000042352283,0.000019528223,0.00004310902,0.0000017501806,0.0010023294,0.000019551173,0.0035035622],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988835,0.000036388883,0.00024039522,0.00032519648,0.0003249409,0.00018958392],"domain_scores_gemma":[0.99755687,0.000020119202,0.0003737329,0.00019573265,0.0018406132,0.000012952019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022581736,0.00017491034,0.0003357058,0.0006407834,0.00025305105,0.00006708834,0.00018026862,0.00010901147,0.000034373323],"category_scores_gemma":[0.000058472608,0.00021915346,0.00001040792,0.0024317703,0.00003393264,0.00078945834,0.00007781705,0.00013923136,6.2114896e-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":[0.0002386485,0.0006125743,0.3755992,0.002382925,0.00010040373,0.00008368961,0.6155554,0.001875305,0.000040522304,0.0009793601,0.00017106348,0.0023608974],"study_design_scores_gemma":[0.0005518505,0.000025950372,0.12924454,0.00015311297,0.00005552293,2.7985605e-8,0.86943805,0.00008304451,0.0001104792,0.00001901274,0.00013596343,0.00018245196],"about_ca_topic_score_codex":0.8644068,"about_ca_topic_score_gemma":0.9875243,"teacher_disagreement_score":0.25388265,"about_ca_system_score_codex":0.0004916117,"about_ca_system_score_gemma":0.0018294078,"threshold_uncertainty_score":0.8936818},"labels":[],"label_agreement":null},{"id":"W39521431","doi":"","title":"Image versus position : Canada as a potential destination for mainland Chinese","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Aspects of Tourism Research","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":"Mainland; Position (finance); Geography; Mainland China; Cartography; Advertising; China; Business; Archaeology","score_opus":0.009547082993975562,"score_gpt":0.2821430359312573,"score_spread":0.2725959529372817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W39521431","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":[0.98022956,0.000034422756,0.000039978084,0.0024484375,0.00081728783,0.0006945101,0.00014623244,0.000041230556,0.0155483475],"genre_scores_gemma":[0.38912073,0.00007186195,0.0033100315,0.000016139415,0.0002852265,0.0000012742119,0.001294357,0.000032799795,0.60586756],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99826676,0.00008633019,0.00009711009,0.0003114251,0.00080408534,0.00043427682],"domain_scores_gemma":[0.99865067,0.00012756205,0.0002062136,0.00015772475,0.00067355327,0.00018427402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004181092,0.00017329055,0.00025712355,0.00029925426,0.00078854576,0.00006232987,0.00046648833,0.00026548587,0.00060790125],"category_scores_gemma":[0.00018798235,0.00021644135,0.00013308047,0.00026247307,0.00014824739,0.00036965194,0.00004165809,0.00019594998,0.000035559435],"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":[0.030503672,0.0011484693,0.0017110159,0.0027985226,0.002322202,0.006220201,0.67715067,0.00021984425,0.017096616,0.011136957,0.21778004,0.031911775],"study_design_scores_gemma":[0.0057524885,0.00057986454,0.018820452,0.00013189473,0.00076318916,0.00000271352,0.96533877,0.00023932119,0.00064092,0.0018160467,0.0049279574,0.0009864104],"about_ca_topic_score_codex":0.98404586,"about_ca_topic_score_gemma":0.994979,"teacher_disagreement_score":0.5911088,"about_ca_system_score_codex":0.0006004325,"about_ca_system_score_gemma":0.0014025171,"threshold_uncertainty_score":0.8826222},"labels":[],"label_agreement":null},{"id":"W41193951","doi":"","title":"Energy Efficiency Analysis and Implementation of AES on an FPGA","year":2009,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Cryptographic Implementations and Security","field":"Computer Science","cited_by":12,"is_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 Waterloo","keywords":"Field-programmable gate array; Computer science; Efficient energy use; Embedded system; Parallel computing; Computer architecture; Engineering; Electrical engineering","score_opus":0.00839104310253319,"score_gpt":0.23242932155151513,"score_spread":0.22403827844898194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W41193951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547024,0.000010767173,0.04440416,0.00076041865,0.000013734171,0.0000437601,0.000009461513,0.000019885954,0.000035446043],"genre_scores_gemma":[0.9928477,0.00003160148,0.006873906,0.000038224418,0.000003130177,5.5846456e-8,0.000013737871,0.0000011074142,0.0001905426],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993821,0.00004422685,0.00008515768,0.00020118376,0.00016646004,0.00012089205],"domain_scores_gemma":[0.999528,0.000015635356,0.00010039385,0.00023832783,0.00006407114,0.00005357692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119153774,0.00006680316,0.00014135128,0.00045779234,0.00012102942,0.000018885292,0.0002561296,0.00002383165,0.00004259589],"category_scores_gemma":[7.674657e-7,0.000072324096,0.00007009426,0.0007473004,0.000049735067,0.0003201204,0.00004764241,0.000025837566,3.9084617e-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":[0.00005872669,0.00065984536,0.03729812,0.000027193923,0.00035326788,0.000018204642,0.24908154,0.00033209551,0.013792509,0.26350215,0.00023774541,0.4346386],"study_design_scores_gemma":[0.0020916006,0.002796683,0.83338934,0.000015081555,0.00037954023,0.0000029927712,0.10525152,0.024799932,0.024415612,0.0061413045,0.00025994086,0.00045642772],"about_ca_topic_score_codex":0.024674997,"about_ca_topic_score_gemma":0.023365721,"teacher_disagreement_score":0.79609126,"about_ca_system_score_codex":0.000010525853,"about_ca_system_score_gemma":0.000014930994,"threshold_uncertainty_score":0.99445534},"labels":[],"label_agreement":null},{"id":"W4297698516","doi":"","title":"Parallel Repetition of Prover-Verifier Quantum Interactions","year":2012,"lang":"en","type":"preprint","venue":"UWSpace (University of Waterloo)","topic":"Computability, Logic, AI 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":"University of Waterloo","keywords":"Gas meter prover; Repetition (rhetorical device); Conjecture; Value (mathematics); Computer science; Discrete mathematics; Mathematics; Approx; Core (optical fiber); Combinatorics; Mathematical proof; Statistics","score_opus":0.02370833899913907,"score_gpt":0.22425361544207098,"score_spread":0.2005452764429319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297698516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7213551,0.00012752383,0.27036613,0.0037478392,0.0024510599,0.00079797185,0.00007165803,0.0002904618,0.00079224963],"genre_scores_gemma":[0.71997637,0.00010741917,0.24780981,0.000033841065,0.00018270231,0.0000030590513,0.00007494117,0.000029404397,0.031782456],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979672,0.00020107941,0.00028528337,0.0007289817,0.00044255634,0.00037489177],"domain_scores_gemma":[0.9972162,0.00010348543,0.0006163132,0.0015206875,0.0003894254,0.00015386399],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040061233,0.00029938377,0.0005765697,0.00032012365,0.00013388373,0.000046187877,0.0016819331,0.0002667343,0.00016651516],"category_scores_gemma":[0.00003072883,0.0003494192,0.00036765574,0.00026387052,0.00024181623,0.0007096195,0.0031114598,0.0005579541,0.000056642602],"study_design_candidate":"simulation_or_modeling","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":[0.00074221933,0.0076020095,0.016840622,0.006555163,0.0021203307,0.00030138541,0.64734375,0.029253164,0.01853326,0.15712842,0.018488454,0.09509123],"study_design_scores_gemma":[0.005347834,0.0015311035,0.12981448,0.0023624934,0.0009901698,0.00017280357,0.044827867,0.67204255,0.008294767,0.11057178,0.018643675,0.0054004914],"about_ca_topic_score_codex":0.0204379,"about_ca_topic_score_gemma":0.002684442,"teacher_disagreement_score":0.64278936,"about_ca_system_score_codex":0.0001950017,"about_ca_system_score_gemma":0.00016573009,"threshold_uncertainty_score":0.99989575},"labels":[],"label_agreement":null},{"id":"W4301139774","doi":"","title":"Minimum Shared-Power Edge Cut","year":2018,"lang":"en","type":"preprint","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Rectangle; Combinatorics; Time complexity; Mathematics; Unit disk graph; Undirected graph; Polynomial-time approximation scheme; Bounded function; Enhanced Data Rates for GSM Evolution; Dominating set; Matching (statistics); Approximation algorithm; Graph; Discrete mathematics; Computational complexity theory; Computer science; Algorithm; Wireless network; Wireless; Geometry","score_opus":0.013200487744594893,"score_gpt":0.19751010085987675,"score_spread":0.18430961311528185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301139774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95888376,0.00017721114,0.03105964,0.0031046912,0.0026595793,0.00034627394,0.000046775483,0.0005173931,0.0032046793],"genre_scores_gemma":[0.6074753,0.00018682405,0.12305343,0.00019779005,0.00038466786,0.0000012624,0.0001147971,0.00008493691,0.26850098],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99731886,0.000142543,0.00020652305,0.0011497677,0.0005652631,0.0006170155],"domain_scores_gemma":[0.99692017,0.00007076113,0.00041463826,0.0019849995,0.00037466997,0.00023474827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025681843,0.00042453027,0.00059115334,0.00038232794,0.00024318005,0.00013462268,0.0037722276,0.00058580836,0.00025891996],"category_scores_gemma":[0.000014045828,0.0005071634,0.00034480193,0.00035854342,0.0003855685,0.00037412092,0.005157372,0.00058568415,0.0003250266],"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":[0.000314422,0.0015526768,0.0030161233,0.0010535927,0.0013474176,0.0015380874,0.4688242,0.10818053,0.0037144234,0.019472774,0.38149327,0.009492456],"study_design_scores_gemma":[0.005380204,0.0016031706,0.010234386,0.0036239966,0.0005322761,0.000090838694,0.026854644,0.8711361,0.010401699,0.004674463,0.058000512,0.007467658],"about_ca_topic_score_codex":0.005337748,"about_ca_topic_score_gemma":0.0028768212,"teacher_disagreement_score":0.7629556,"about_ca_system_score_codex":0.00014555751,"about_ca_system_score_gemma":0.00015660163,"threshold_uncertainty_score":0.999738},"labels":[],"label_agreement":null},{"id":"W4383297605","doi":"10.5281/zenodo.8118040","title":"Variability-aware Neo4j for Analyzing a Graphical Model of a Software Product Line","year":2023,"lang":"en","type":"paratext","venue":"UWSpace (University of Waterloo)","topic":"Advanced Software Engineering Methodologies","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":"University of Waterloo","funders":"","keywords":"Computer science; Software product line; Product line; Product (mathematics); Software; Software engineering; Line (geometry); Software development; Programming language; Manufacturing engineering; Engineering","score_opus":0.04192030108528015,"score_gpt":0.2593226726581142,"score_spread":0.21740237157283404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383297605","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":[0.0063345083,0.00013040258,0.9906493,0.0007039921,0.00078828936,0.0005808736,0.00036013266,0.0004410856,0.0000114177365],"genre_scores_gemma":[0.0009775426,0.00018145332,0.86702466,0.00000801276,0.00007015371,0.0000039374245,0.00010354089,0.000051119765,0.13157955],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99761504,0.00018709764,0.0003046861,0.0010163864,0.00035784917,0.0005189208],"domain_scores_gemma":[0.9962222,0.001356531,0.00042425413,0.0013230359,0.00055198814,0.000121975536],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00096756103,0.00040606377,0.0010638465,0.0006531034,0.0001581085,0.000023042498,0.0019363137,0.00038356977,0.000015583939],"category_scores_gemma":[0.0009029571,0.0004607355,0.00044657668,0.000927421,0.00025478873,0.0003943235,0.0009667004,0.00046857266,0.000038504866],"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":[0.00011105969,0.00011655612,0.00004848649,0.002845584,0.00033484772,0.000014558797,0.0155228665,0.95598257,0.0012309224,0.00075514923,0.016542828,0.0064945724],"study_design_scores_gemma":[0.0038670495,0.0016271312,0.0002840276,0.0025030286,0.0008482139,0.00001922388,0.0046376763,0.9090512,0.0072040777,0.062697195,0.0030108066,0.0042503765],"about_ca_topic_score_codex":0.0008520409,"about_ca_topic_score_gemma":0.00026701906,"teacher_disagreement_score":0.13156813,"about_ca_system_score_codex":0.000114635935,"about_ca_system_score_gemma":0.00027989515,"threshold_uncertainty_score":0.9997844},"labels":[],"label_agreement":null},{"id":"W45574125","doi":"","title":"Semi-automatic Road Extraction from Very High Resolution Remote Sensing Imagery by RoadModeler","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Automated Road and Building Extraction","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; University of Waterloo","keywords":"Remote sensing; Extraction (chemistry); Aerial imagery; High resolution; Artificial intelligence; Geography; Computer science; Computer vision; Cartography; Chemistry","score_opus":0.005586475464252226,"score_gpt":0.18924618094504722,"score_spread":0.183659705480795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W45574125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99335605,0.00051628717,0.0032033173,0.000094753035,0.0010890246,0.00021468248,0.00007442333,0.00097141135,0.0004800556],"genre_scores_gemma":[0.8901401,0.001216609,0.014932782,0.000016012671,0.00027632603,1.389816e-7,0.006794877,0.00016255346,0.08646059],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985182,0.00006343444,0.0002570943,0.00042463458,0.00037557897,0.00036100374],"domain_scores_gemma":[0.99910486,0.00003547313,0.00029541322,0.0003606825,0.00010722254,0.00009635776],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011492916,0.00040193225,0.0005133085,0.00034986925,0.00021933427,0.000048942427,0.00018815759,0.0007234006,0.00011485307],"category_scores_gemma":[0.000010318209,0.00052125304,0.00019051171,0.00022552525,0.000033052085,0.0006706162,0.000016458904,0.00055771484,0.000093293165],"study_design_candidate":"simulation_or_modeling","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":[0.00019825704,0.00007467374,0.0000062685326,0.0005401905,0.0004049059,0.000116075775,0.0129582845,0.02508429,0.48792315,0.000003080752,0.044356517,0.42833433],"study_design_scores_gemma":[0.0009265853,0.00008290248,0.008864578,0.0014349663,0.0006349703,0.000016632579,0.014903504,0.9381604,0.03236335,0.00032682606,0.0011357329,0.001149534],"about_ca_topic_score_codex":0.06385864,"about_ca_topic_score_gemma":0.0075226845,"teacher_disagreement_score":0.9130761,"about_ca_system_score_codex":0.00038139403,"about_ca_system_score_gemma":0.000038393242,"threshold_uncertainty_score":0.9997239},"labels":[],"label_agreement":null},{"id":"W566444363","doi":"","title":"Feature Model Mining","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Data Mining Algorithms and Applications","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":"University of Waterloo","keywords":"Feature (linguistics); Computer science; Data mining; Artificial intelligence","score_opus":0.01375342100873586,"score_gpt":0.20830159223573078,"score_spread":0.19454817122699491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W566444363","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":[0.9653994,0.00029227065,0.02463958,0.003997004,0.00044479157,0.00033986795,0.00017856306,0.00036273655,0.0043457774],"genre_scores_gemma":[0.001357149,0.00017688167,0.31609237,0.000019263045,0.000023503928,5.267665e-7,0.00052914623,0.00001369569,0.6817875],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990232,0.000012018472,0.00006463535,0.00044000067,0.000251424,0.0002087314],"domain_scores_gemma":[0.9989617,0.000017467804,0.0001873014,0.00061997364,0.00012758467,0.00008598103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054328633,0.00017815112,0.00025431145,0.00018053802,0.00027715843,0.00003558615,0.0012696054,0.00022616684,0.000009645685],"category_scores_gemma":[0.0000045479273,0.000212847,0.000115341885,0.00026760722,0.000043372653,0.00039842617,0.00014529508,0.00020253063,0.00004224822],"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":[0.0000478952,0.00025097083,0.00008096179,0.00030456044,0.00022596348,0.0001561175,0.53034794,0.0012232647,0.0033633162,0.009564328,0.3196761,0.13475859],"study_design_scores_gemma":[0.0010094929,0.00015036076,0.0018837677,0.00042633153,0.00015235327,0.000031176678,0.08996433,0.8853011,0.0016800758,0.0006018845,0.017470753,0.0013283374],"about_ca_topic_score_codex":0.0022324282,"about_ca_topic_score_gemma":0.0032727625,"teacher_disagreement_score":0.96404225,"about_ca_system_score_codex":0.000033544777,"about_ca_system_score_gemma":0.00013769092,"threshold_uncertainty_score":0.86796486},"labels":[],"label_agreement":null},{"id":"W571786127","doi":"","title":"Open Data's Potential for Political History","year":2014,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Philippine History and Culture","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":"Open government; Context (archaeology); Government (linguistics); Reading (process); Politics; Open source; Political science; Public relations; Open data; Data science; Media studies; Sociology; History; Computer science; Law; Linguistics","score_opus":0.038901913956881716,"score_gpt":0.2515748825492496,"score_spread":0.21267296859236787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W571786127","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":[0.7641247,0.00023953909,0.0026872766,0.06582231,0.0026082937,0.0015175164,0.00030363322,0.00026385256,0.16243291],"genre_scores_gemma":[0.41318685,0.0000069237567,0.0027773671,0.0002458477,0.00025300018,3.0362042e-7,0.00007391596,0.0000071521786,0.58344865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921066,0.000110133005,0.0000457476,0.00023144177,0.00015222498,0.0002498145],"domain_scores_gemma":[0.99938256,0.000025115905,0.00005343393,0.0003107467,0.000079253434,0.00014889102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044450237,0.00006026586,0.00014224714,0.00003405062,0.00042974,0.000014747976,0.0014666923,0.00008928566,0.000595772],"category_scores_gemma":[0.000059199094,0.00006951471,0.000053126005,0.000041834115,0.00040950967,0.00052945904,0.00039276332,0.0000633127,0.000034749526],"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":[0.00013432384,0.00013661901,0.00009595837,0.000041353167,0.000040467414,0.0000067594706,0.1974692,0.000004744969,0.0010963771,0.5086382,0.28947124,0.0028647461],"study_design_scores_gemma":[0.00047991637,0.000049970567,0.00021294974,0.000008449546,0.00004176116,4.2761073e-7,0.057418477,0.0001461888,0.0000110169985,0.0020157972,0.9395055,0.00010953795],"about_ca_topic_score_codex":0.06965705,"about_ca_topic_score_gemma":0.058007155,"teacher_disagreement_score":0.65003425,"about_ca_system_score_codex":0.0001884085,"about_ca_system_score_gemma":0.00015380232,"threshold_uncertainty_score":0.9591818},"labels":[],"label_agreement":null},{"id":"W575472608","doi":"","title":"A comparison of five stakeholders' perceptions of governance under Ontario Provincial Parks' management model","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","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":"University of Waterloo","keywords":"Corporate governance; Perception; Environmental planning; Public administration; Geography; Environmental resource management; Business; Political science; Psychology; Environmental science; Finance","score_opus":0.06481867726367434,"score_gpt":0.21458137050784107,"score_spread":0.14976269324416674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W575472608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909937,0.00012242958,0.00034405975,0.000083217405,0.00010202343,0.00031721784,0.0002897372,0.000007708916,0.007739939],"genre_scores_gemma":[0.7687456,0.00017653292,0.0019299702,0.0000060500065,0.0000067015385,6.685339e-7,0.00037947614,0.0000119712295,0.228743],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99899197,0.00001007983,0.000405264,0.00035087363,0.000078174155,0.00016362552],"domain_scores_gemma":[0.998566,0.000007767133,0.0010826361,0.00027444866,0.000026421314,0.000042738677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012719407,0.00018001022,0.0006416941,0.00016279488,0.00007774193,0.000006430525,0.00026945132,0.00020069194,0.0006150841],"category_scores_gemma":[0.0000019251586,0.00026315884,0.00021217272,0.0000667397,0.00008051498,0.00021005604,0.000043028493,0.0001514899,0.000052108382],"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":[0.00081077934,0.0023516377,0.24957348,0.0015775887,0.0011501085,0.000005560292,0.485349,0.1683062,0.0005570018,0.079453975,0.0056949104,0.005169767],"study_design_scores_gemma":[0.0010696088,0.0001772378,0.8784336,0.0001348228,0.0001619958,1.7402171e-7,0.10612583,0.009702412,0.00014105877,0.0035860327,0.000112594906,0.00035461911],"about_ca_topic_score_codex":0.1317644,"about_ca_topic_score_gemma":0.4023704,"teacher_disagreement_score":0.6288601,"about_ca_system_score_codex":0.0004846621,"about_ca_system_score_gemma":0.000046050343,"threshold_uncertainty_score":0.99998206},"labels":[],"label_agreement":null},{"id":"W582663285","doi":"","title":"Tourist motivations: Differences between Anglophone and Francophone tourists","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Aspects of Tourism Research","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":"French; Tourism; Sociology; Geography; Archaeology","score_opus":0.02064063321852594,"score_gpt":0.2563036995272742,"score_spread":0.23566306630874828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W582663285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871145,0.0007586961,0.0000025839797,0.0014358602,0.0005002737,0.0003836931,0.00008106623,0.000073285606,0.009650027],"genre_scores_gemma":[0.6262024,0.00078633515,0.0004507603,0.0000036756867,0.00039714228,5.892187e-7,0.00015158368,0.00001824882,0.37198925],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99783504,0.00020444063,0.00014987557,0.00039677985,0.00086985715,0.00054401014],"domain_scores_gemma":[0.9986223,0.00019245103,0.0002935479,0.0002725247,0.00029105772,0.0003281398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044409063,0.00024462218,0.00052301906,0.00042010724,0.00091162126,0.00007466399,0.00064783543,0.00045706262,0.0014441016],"category_scores_gemma":[0.000104821185,0.00029070172,0.00013213459,0.0005587601,0.0005361518,0.0005409104,0.00012924275,0.00038361744,0.00014358187],"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":[0.00021483241,0.00029220522,0.15274248,0.0005551194,0.0005110845,0.00017016772,0.7841718,6.158644e-7,0.00081147323,0.0012339542,0.029523958,0.029772278],"study_design_scores_gemma":[0.0004219677,0.000054632455,0.58166826,0.0001579999,0.00009500034,2.0344284e-7,0.41418555,0.0000011478444,0.00014378491,0.0006500337,0.002293765,0.00032762837],"about_ca_topic_score_codex":0.3128653,"about_ca_topic_score_gemma":0.15148196,"teacher_disagreement_score":0.4289258,"about_ca_system_score_codex":0.000114703274,"about_ca_system_score_gemma":0.00024258638,"threshold_uncertainty_score":0.9999545},"labels":[],"label_agreement":null},{"id":"W59234789","doi":"","title":"Monitoring Lake Simcoe Water Quality using Landsat TM Images","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","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":"Water quality; Environmental science; Remote sensing; Hydrology (agriculture); Geology; Geotechnical engineering; Ecology","score_opus":0.025621274641584556,"score_gpt":0.26535633817564214,"score_spread":0.23973506353405757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W59234789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702716,0.000024256813,0.00002458916,0.00052883354,0.0003721919,0.00019232549,0.00005949605,0.000063887535,0.0017072851],"genre_scores_gemma":[0.6450061,0.00008562576,0.0024410023,0.000028418004,0.0000869871,2.8874277e-7,0.00039602723,0.00002476363,0.35193077],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982108,0.0001876335,0.00022151034,0.0004513222,0.0005122812,0.00041644895],"domain_scores_gemma":[0.9992244,0.000019448638,0.0002328007,0.00035678266,0.00003038362,0.0001361668],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038789122,0.00029030503,0.00041982852,0.00010406945,0.00033595532,0.000039836625,0.00040481312,0.00029099412,0.00215941],"category_scores_gemma":[0.0000052205514,0.00027882925,0.00020198144,0.000120148376,0.00011931467,0.0004023981,0.00012621621,0.00027528114,0.00035076856],"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":[0.0012582619,0.0008438276,0.072420545,0.0009377157,0.00040525428,0.00026549774,0.4152409,0.004229437,0.47746402,0.000051076706,0.0041459026,0.022737524],"study_design_scores_gemma":[0.0018188625,0.00022834838,0.6259874,0.0004920118,0.00041178783,0.000008377222,0.12195551,0.0001849604,0.23509583,0.0006330026,0.011459778,0.0017241273],"about_ca_topic_score_codex":0.066776,"about_ca_topic_score_gemma":0.060054526,"teacher_disagreement_score":0.5535669,"about_ca_system_score_codex":0.00021610832,"about_ca_system_score_gemma":0.000019998462,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W593234204","doi":"","title":"Real-time Elective Admissions Planning for Health Care Providers","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Healthcare Operations and Scheduling Optimization","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":"University of Waterloo","keywords":"Scalability; Markov decision process; Computer science; Operations research; Process (computing); Markov process; Health care; Scale (ratio); Resource (disambiguation); Mathematical optimization; Risk analysis (engineering); Medicine; Engineering; Mathematics; Economics","score_opus":0.02801618019521801,"score_gpt":0.34842093414095593,"score_spread":0.3204047539457379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W593234204","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":[0.9777904,0.0003397302,0.00037460623,0.009969922,0.00088252994,0.0068174936,0.00041665253,0.0002910463,0.0031176019],"genre_scores_gemma":[0.0068332097,0.00031407268,0.037400045,0.00022367892,0.00017638427,0.000047633992,0.0090912515,0.00010453526,0.9458092],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978795,0.00038597416,0.00038596703,0.00049513474,0.00024406984,0.0006093318],"domain_scores_gemma":[0.9971132,0.00021869803,0.0007026481,0.00033166975,0.0012354108,0.000398374],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00030261363,0.0002812963,0.00064165465,0.00035246348,0.0024608744,0.000016291804,0.00024609358,0.00066462666,0.000699508],"category_scores_gemma":[0.00015860418,0.0003093756,0.00016013892,0.00023758553,0.000029631196,0.00026981338,0.00003640918,0.00056869345,0.00011465334],"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":[0.00043326934,0.000057622234,0.00046455933,0.0032872527,0.00011601967,0.0000029802725,0.8987476,0.00064664625,0.0014482487,0.00026808205,0.09290065,0.001627062],"study_design_scores_gemma":[0.0013009324,0.00055923674,0.0027382604,0.0020955831,0.00010777334,3.5933118e-7,0.9835255,0.0028558385,0.00007097212,0.00004214873,0.006247246,0.00045611616],"about_ca_topic_score_codex":0.08118134,"about_ca_topic_score_gemma":0.031307787,"teacher_disagreement_score":0.9709572,"about_ca_system_score_codex":0.0006132575,"about_ca_system_score_gemma":0.003894281,"threshold_uncertainty_score":0.9999358},"labels":[],"label_agreement":null},{"id":"W599476222","doi":"","title":"Re-Visioning Sustainable Urban Housing in2020, the year of perfect vision","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban and Rural Development 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":"University of Waterloo","keywords":"Environmental planning; Geography","score_opus":0.010801793781586964,"score_gpt":0.23376991030848474,"score_spread":0.22296811652689777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W599476222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704033,0.0005326942,0.0000015400592,0.0032937569,0.00021130488,0.00029385512,0.000002749957,0.00004693795,0.025213873],"genre_scores_gemma":[0.52365047,0.00094922225,0.00019912528,0.000008848676,0.00004930499,8.63261e-8,0.000041421717,0.000010578332,0.47509095],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986658,0.0001693485,0.00012032606,0.00023878724,0.0004896741,0.00031608075],"domain_scores_gemma":[0.99912626,0.00007422999,0.00027717653,0.0001894542,0.00026575633,0.000067143985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005322039,0.0001528359,0.0002961249,0.00019809211,0.00090340833,0.000036122732,0.00046652328,0.00026928826,0.00022801268],"category_scores_gemma":[0.000049851413,0.00013509353,0.00014879183,0.0003203294,0.00019270577,0.00025850878,0.000060614308,0.0002336914,0.000017211703],"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":[0.00017151676,0.000073023526,0.00074591354,0.00025493628,0.000076302815,0.00003231087,0.96684086,0.000013791952,0.00034483444,0.004588937,0.018768227,0.008089353],"study_design_scores_gemma":[0.00022788552,0.00010393225,0.009300528,0.0003182713,0.000065246975,6.555186e-8,0.97809774,0.000008208734,0.0002238288,0.00026694985,0.01120143,0.0001859201],"about_ca_topic_score_codex":0.06629238,"about_ca_topic_score_gemma":0.112735234,"teacher_disagreement_score":0.44987705,"about_ca_system_score_codex":0.00013521516,"about_ca_system_score_gemma":0.00024634541,"threshold_uncertainty_score":0.93992525},"labels":[],"label_agreement":null},{"id":"W601115982","doi":"","title":"Older Stroke Survivors in Home Care: Factors Associated with the use of CCAC Rehabilitation Services","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Rehabilitation; Stroke (engine); Medicine; Logistic regression; Population; Ordered logit; Gerontology; Cohort; Physical therapy; Environmental health; Internal medicine","score_opus":0.018050427921859506,"score_gpt":0.24430769839036537,"score_spread":0.22625727046850586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W601115982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99841005,0.000059718364,5.40122e-7,0.00046601245,0.00005619493,0.0007441356,0.0001181072,0.000018277517,0.00012697298],"genre_scores_gemma":[0.9236452,0.000018694735,0.00004275547,0.0000064482715,0.000005513912,0.0000010854179,0.0019087398,0.000019249206,0.074352324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984082,0.00023278107,0.0001310005,0.00026156064,0.00073223334,0.00023423189],"domain_scores_gemma":[0.99814796,0.00022560339,0.0002616139,0.00023067924,0.0010490734,0.0000850654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002797808,0.00019101903,0.00044430437,0.00040235525,0.00007765872,0.000014618018,0.00017222401,0.00020244418,0.00009237032],"category_scores_gemma":[0.000050150615,0.00014619967,0.00011785709,0.00036777477,0.00014296666,0.00024103072,0.000037467522,0.0003127561,0.0000031950115],"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":[0.00094382314,0.00029524672,0.6450298,0.0010219997,0.00034111307,0.000019183573,0.350461,0.000010687737,0.0007616516,0.0000053942695,0.00023035132,0.00087974995],"study_design_scores_gemma":[0.001280319,0.00057076826,0.5781814,0.00044681987,0.0002099529,1.1089488e-7,0.41888434,0.000019723167,0.0002512249,0.0000031283264,0.00006368738,0.00008855174],"about_ca_topic_score_codex":0.06981793,"about_ca_topic_score_gemma":0.41072717,"teacher_disagreement_score":0.34090924,"about_ca_system_score_codex":0.00016846978,"about_ca_system_score_gemma":0.00019290695,"threshold_uncertainty_score":0.9363762},"labels":[],"label_agreement":null},{"id":"W610216955","doi":"","title":"Salt Mass Balance Study and Plant Physiological Responses for an Enhanced Salt Phytoremediation System","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological 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":"Phytoremediation; Salt (chemistry); Balance (ability); Environmental science; Biology; Heavy metals; Chemistry; Environmental chemistry; Neuroscience","score_opus":0.023563914942960135,"score_gpt":0.21150542859078314,"score_spread":0.187941513647823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W610216955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794245,0.0000933262,0.000003881653,0.000034529523,0.00019001328,0.0007000436,0.00092246477,0.00007057871,0.00004273362],"genre_scores_gemma":[0.9822196,0.00015929475,0.00012206396,0.0000058458327,0.00009767036,0.0000054619168,0.0014852553,0.0000022923282,0.01590252],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99876356,0.00016619576,0.00014152363,0.000485026,0.00019172524,0.00025199683],"domain_scores_gemma":[0.9992491,0.00014676714,0.0002969347,0.00008921085,0.000115274284,0.00010269694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014226553,0.00022977899,0.00044929615,0.0000357463,0.00028591164,0.000023164259,0.0002992877,0.0002353471,0.000027155378],"category_scores_gemma":[0.00001830672,0.00011926845,0.00009265957,0.00009734956,0.000049053597,0.00015954988,0.000027330478,0.00011861753,0.0000050523136],"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":[0.010464598,0.00038165526,0.0026416848,0.00037010072,0.0001115799,0.000032425338,0.018339042,0.0000043833284,0.95974386,0.000088849025,0.00027352333,0.0075483066],"study_design_scores_gemma":[0.0015722273,0.005250826,0.76951677,0.00047871334,0.0002226068,0.000005201972,0.20063043,0.000984608,0.019859232,0.000114598566,0.00046329963,0.000901479],"about_ca_topic_score_codex":0.0069725467,"about_ca_topic_score_gemma":0.033544797,"teacher_disagreement_score":0.9398846,"about_ca_system_score_codex":0.000024442346,"about_ca_system_score_gemma":0.000014932639,"threshold_uncertainty_score":0.9996401},"labels":[],"label_agreement":null},{"id":"W610922024","doi":"","title":"\"We are wards of the Crown and cannot be regarded as full citizens of Canada\": Native Peoples, the Indian Act and Canada's War Effort","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Crown (dentistry); Political science; History; Genealogy; Law; Medicine; Dentistry","score_opus":0.005991186453673286,"score_gpt":0.1728209885378781,"score_spread":0.16682980208420484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W610922024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99018717,0.00039269467,1.4089083e-8,0.0037933209,0.0002779521,0.00024879325,0.00047567455,0.000003870752,0.0046205367],"genre_scores_gemma":[0.6666771,0.00076376344,0.0000055789073,0.00004556719,0.000019057452,3.6056738e-7,0.00003193985,0.000009421063,0.3324472],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988314,0.00010385518,0.00011082304,0.00020093723,0.0005206589,0.00023233883],"domain_scores_gemma":[0.99889374,0.00005930775,0.00043157826,0.00020889853,0.0002504678,0.00015599065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018306405,0.00013266919,0.00032528568,0.00017826057,0.0011350566,0.000018599529,0.00043360618,0.00017370179,0.00015805448],"category_scores_gemma":[0.00006931132,0.00013001845,0.000072265415,0.00016934019,0.000812331,0.00007497072,0.00005379625,0.00021078975,1.59655e-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":[0.0000993752,0.000011899321,0.0022647174,0.00030939924,0.00015056474,0.0000360316,0.94668955,9.811466e-7,0.000054710436,0.00058962696,0.04942888,0.00036426625],"study_design_scores_gemma":[0.00022694004,0.000031931933,0.09593279,0.00019581447,0.00014933462,0.0000015818113,0.84694636,4.7949817e-7,0.0000953366,0.00007028278,0.056169853,0.0001792813],"about_ca_topic_score_codex":0.99999374,"about_ca_topic_score_gemma":1,"teacher_disagreement_score":0.32782668,"about_ca_system_score_codex":0.00069016847,"about_ca_system_score_gemma":0.012202572,"threshold_uncertainty_score":0.9933973},"labels":[],"label_agreement":null},{"id":"W623420803","doi":"","title":"Torsion in Helically Reinforced Prestressed Concrete Poles","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","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":"Structural engineering; Torsion (gastropod); Prestressed concrete; Reinforced concrete; Engineering; Geotechnical engineering; Materials science; Geology","score_opus":0.007083947966582593,"score_gpt":0.1860903428729488,"score_spread":0.1790063949063662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W623420803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974163,0.00017271691,0.0000046321975,0.000027036423,0.00036808866,0.0003247285,0.00003520777,0.00024098909,0.0014102645],"genre_scores_gemma":[0.7167013,0.0013600049,0.0019834503,0.000008522491,0.00006052976,0.000001587566,0.0013559066,0.00010773807,0.27842093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875206,0.000022601227,0.00022817143,0.0002889321,0.0003332323,0.0003749975],"domain_scores_gemma":[0.9992397,0.00002893955,0.0001403205,0.00036537924,0.00009777252,0.00012789978],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000036162586,0.0003643745,0.0005472688,0.00040333634,0.00007763157,0.00001471966,0.00047490062,0.0005431637,0.0002044114],"category_scores_gemma":[0.000012458265,0.0004502192,0.00019314609,0.00022630204,0.00007820125,0.00027952116,0.00004329271,0.00042957906,0.00004907839],"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":[0.0011251009,0.0000015050816,0.0008824589,0.0020019058,0.00033928096,0.00086669717,0.14980628,0.014359311,0.81969196,0.00039730922,0.004225333,0.006302858],"study_design_scores_gemma":[0.008726748,0.00072212477,0.05266595,0.0037618475,0.0006413787,0.00006748057,0.14558102,0.038628932,0.741159,0.00003865333,0.0031069524,0.0048998953],"about_ca_topic_score_codex":0.015208048,"about_ca_topic_score_gemma":0.0024657408,"teacher_disagreement_score":0.28071502,"about_ca_system_score_codex":0.00015990152,"about_ca_system_score_gemma":0.00006278343,"threshold_uncertainty_score":0.99979496},"labels":[],"label_agreement":null},{"id":"W623482864","doi":"","title":"Angles, Majorization, Wielandt Inequality and Applications","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Matrix Theory and Algorithms","field":"Computer 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":"University of Waterloo","keywords":"Mathematics; Majorization; Lemma (botany); Convexity; Positive-definite matrix; Pure mathematics; Combinatorics; Eigenvalues and eigenvectors","score_opus":0.0074826482733793805,"score_gpt":0.19724824806855784,"score_spread":0.18976559979517846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W623482864","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":[0.861114,0.00077863445,0.13083273,0.0012846778,0.0007743858,0.0014403175,0.000096213495,0.00039937,0.0032796764],"genre_scores_gemma":[0.042778365,0.00053347903,0.037461318,0.000055917637,0.00022340413,0.000007301523,0.001049144,0.00003212075,0.91785896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991607,0.00006422943,0.00010785619,0.00034951087,0.00016815544,0.0001495348],"domain_scores_gemma":[0.99908113,0.000037710503,0.00020709295,0.00041726767,0.00016898997,0.00008780096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013922554,0.00015111618,0.0002314043,0.00015306068,0.00020917521,0.000053949032,0.0005902975,0.0001755973,0.00008425181],"category_scores_gemma":[0.000005806133,0.00016934166,0.0000580715,0.00024458926,0.000053530675,0.00042808245,0.00011161541,0.00013236952,0.000055479682],"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":[0.00008530711,0.00038246508,0.0018201378,0.002032169,0.00031456156,0.000032810676,0.18163636,0.00004424773,0.0032587096,0.6488224,0.007928959,0.15364186],"study_design_scores_gemma":[0.009031303,0.0012877613,0.09808911,0.0015873088,0.0012394754,0.00007742768,0.35272852,0.033785272,0.0151845645,0.33398688,0.14479998,0.008202407],"about_ca_topic_score_codex":0.005021186,"about_ca_topic_score_gemma":0.0017154055,"teacher_disagreement_score":0.9145793,"about_ca_system_score_codex":0.000018772584,"about_ca_system_score_gemma":0.000048119502,"threshold_uncertainty_score":0.75905645},"labels":[],"label_agreement":null},{"id":"W626266070","doi":"","title":"The Cultural Turn in Municipal Planning","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Industries and Urban Development","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":"Cultural turn; Turn (biochemistry); Business; Political science; Environmental planning; Sociology; Geography; Chemistry; Social science","score_opus":0.030409972403032587,"score_gpt":0.2681524838473768,"score_spread":0.2377425114443442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W626266070","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":[0.98486483,0.00039122216,3.311022e-8,0.004409701,0.00028708647,0.00017530096,0.0000035683,0.000024078648,0.009844185],"genre_scores_gemma":[0.0964448,0.0004905806,0.000049481438,0.000011640667,0.000056424746,2.1210754e-7,0.000098384095,0.000004663154,0.90284383],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99903345,0.00008498534,0.0001028253,0.00016929113,0.00030159822,0.00030787027],"domain_scores_gemma":[0.9995199,0.000041597636,0.00015849274,0.00010913746,0.00010470718,0.00006617925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023488369,0.00012807285,0.00019509476,0.00006681072,0.00086159084,0.000063114974,0.0004637257,0.00027175885,0.00010140778],"category_scores_gemma":[0.000030111627,0.00010450316,0.000086842236,0.0002316556,0.00015015683,0.00017779128,0.00002950836,0.00032226567,0.000014077445],"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":[0.0000982677,0.00001873939,0.00089223153,0.000011769345,0.000031003354,0.00003463507,0.9423852,0.000022771343,0.00005488204,0.00049002003,0.04228015,0.013680336],"study_design_scores_gemma":[0.00016779431,0.000020454256,0.017883591,0.00013285877,0.000016426797,2.18133e-7,0.83117825,0.000006567598,0.000029554256,0.00010695725,0.15031025,0.00014705423],"about_ca_topic_score_codex":0.31537768,"about_ca_topic_score_gemma":0.8135351,"teacher_disagreement_score":0.89299965,"about_ca_system_score_codex":0.00018183145,"about_ca_system_score_gemma":0.00012823052,"threshold_uncertainty_score":0.68918127},"labels":[],"label_agreement":null},{"id":"W627157407","doi":"","title":"Death in the City: The St. Lawrence Funeral Centre","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Genealogy; History; Art; Geography","score_opus":0.027150357694100794,"score_gpt":0.2712342936636506,"score_spread":0.2440839359695498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W627157407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98314106,0.0002457196,9.019652e-7,0.0020682882,0.0008793614,0.0005025278,0.000079151476,0.000020289732,0.013062668],"genre_scores_gemma":[0.5880445,0.00007291171,0.000025045829,0.00013842745,0.00006749599,0.0000010369231,0.0004756681,0.000012311024,0.41116259],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99856,0.00027147742,0.00012706115,0.0002889517,0.0002820193,0.00047048525],"domain_scores_gemma":[0.99911416,0.000066830486,0.00022252579,0.00047015544,0.00004713093,0.00007917951],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003677967,0.00021052617,0.00025919155,0.000111342364,0.00025966056,0.000013846844,0.00063640444,0.00023077427,0.0014637132],"category_scores_gemma":[0.000002858211,0.00015347332,0.00012093682,0.00016912019,0.000081673024,0.00010731951,0.000045568035,0.00043928693,0.00016735656],"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":[0.00037905434,0.000494915,0.0623733,0.00026533334,0.000121584904,0.000060545444,0.9035493,7.5675496e-7,0.000091901005,0.012945349,0.016935505,0.0027824212],"study_design_scores_gemma":[0.0007021183,0.00008830129,0.44434333,0.00011547699,0.00011086408,0.0000041564494,0.5457967,0.0000018632354,0.000027781887,0.00023983097,0.008386277,0.00018328353],"about_ca_topic_score_codex":0.15931109,"about_ca_topic_score_gemma":0.3021347,"teacher_disagreement_score":0.39809993,"about_ca_system_score_codex":0.00008347806,"about_ca_system_score_gemma":0.000050722218,"threshold_uncertainty_score":0.9994491},"labels":[],"label_agreement":null},{"id":"W63506963","doi":"","title":"Generation Capacity Expansion Planning in Deregulated Electricity Markets","year":2009,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Electric Power System 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":"University of Waterloo; Mitacs","keywords":"Electricity; Business; Electricity market; Electricity generation; Electricity retailing; Natural resource economics; Industrial organization; Economics; Engineering; Electrical engineering; Power (physics)","score_opus":0.012700343861463508,"score_gpt":0.17739012832534495,"score_spread":0.16468978446388144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W63506963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902165,0.00010779002,0.0088713635,0.00011679915,0.0000734305,0.00015189653,0.0000016276454,0.00016388786,0.0002967152],"genre_scores_gemma":[0.9959205,0.00003230796,0.0024275577,0.000008319956,0.000016079888,1.1567461e-7,0.000019165116,0.000009097131,0.0015668863],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993134,0.00005521642,0.00010837391,0.00015759178,0.00013939141,0.00022598787],"domain_scores_gemma":[0.9997029,0.000012529393,0.0000452697,0.00014548772,0.000046418234,0.000047431688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014439723,0.00011501519,0.00017820188,0.00029342878,0.000061339226,0.000010168928,0.00011692031,0.00012400073,0.000021588125],"category_scores_gemma":[0.000008457596,0.00014763008,0.00003495045,0.00046608967,0.000013137289,0.00028888002,0.000009480398,0.000120246215,0.0000062233044],"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":[0.00010030381,0.000117870164,0.005570016,0.00009521224,0.0000523166,0.00006891737,0.04378448,0.46793535,0.46987998,0.000134035,0.0033030354,0.008958476],"study_design_scores_gemma":[0.0009216615,0.00010439072,0.062981315,0.00009089381,0.000020119764,0.000009408828,0.0012217899,0.8978549,0.03640175,0.000055501652,0.00004090212,0.00029736632],"about_ca_topic_score_codex":0.0013923626,"about_ca_topic_score_gemma":0.0011394541,"teacher_disagreement_score":0.43347824,"about_ca_system_score_codex":0.00017161825,"about_ca_system_score_gemma":0.000013058362,"threshold_uncertainty_score":0.602018},"labels":[],"label_agreement":null},{"id":"W637808566","doi":"","title":"A 4d Lorentzian Spin Foam Model With Timelike Surfaces","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Noncommutative and Quantum Gravity Theories","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":"Institut Périmètre de physique théorique; Industry Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Spin foam; Tetrahedron; Coherent states; Physics; Basis (linear algebra); Euclidean geometry; Closed timelike curve; Generator (circuit theory); Mathematical physics; Path integral formulation; Vertex (graph theory); Spin (aerodynamics); Product (mathematics); Quantum gravity; Quantum mechanics; Mathematics; Pure mathematics; Mathematical analysis; Quantum; Spacetime; Geometry; Loop quantum gravity; Combinatorics","score_opus":0.007321297892520935,"score_gpt":0.21411119191970376,"score_spread":0.20678989402718284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W637808566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540925,0.000025413796,0.00040437863,0.00017004115,0.00010813674,0.0002060353,0.00020521668,0.000032694486,0.0034388467],"genre_scores_gemma":[0.6985775,0.000005184622,0.0037348894,0.0000046388022,0.00004324607,6.9060616e-7,0.0013093955,0.00003502874,0.29628938],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990086,0.000041774372,0.00010741163,0.0003303019,0.00023431721,0.00027759647],"domain_scores_gemma":[0.99904287,0.000025798969,0.0002909537,0.00034326813,0.00019349105,0.00010361785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000089425805,0.0003136875,0.00046850884,0.00014532107,0.0003294265,0.000042962947,0.0003919722,0.00016446393,0.000543238],"category_scores_gemma":[0.0000011052921,0.00030872622,0.00017469289,0.00013535353,0.00023893661,0.00024603092,0.00005235303,0.00047003306,0.000055330453],"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":[0.0033045395,0.0013932707,0.030691413,0.0010148298,0.0025418748,0.00007389539,0.7438689,0.0031884578,0.02466708,0.16423385,0.0043063536,0.020715537],"study_design_scores_gemma":[0.0040179235,0.0008681866,0.006782024,0.00087034795,0.0012968687,0.0000018399056,0.88320947,0.01207254,0.033652734,0.05318299,0.0015980079,0.0024470976],"about_ca_topic_score_codex":0.030234614,"about_ca_topic_score_gemma":0.04249323,"teacher_disagreement_score":0.2968317,"about_ca_system_score_codex":0.0000175514,"about_ca_system_score_gemma":0.00017661152,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W655528601","doi":"","title":"Creative Destruction and Rural Tourism Planning: The Case of Creemore, Ontario","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Aspects of Tourism Research","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":"Tourism; Geography; Environmental planning; Rural tourism; Regional science; Archaeology; Tourism geography","score_opus":0.02060510379932209,"score_gpt":0.2648291985194921,"score_spread":0.24422409472017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W655528601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797701,0.00011023219,9.558347e-7,0.0005005328,0.00016751715,0.00032175102,0.000017158121,0.00002019142,0.019091522],"genre_scores_gemma":[0.52630484,0.00022701097,0.00033917115,0.000002420965,0.0000567106,2.8306832e-7,0.00004321154,0.0000096775575,0.47301668],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988102,0.00017401495,0.000103190454,0.00022199523,0.00042192603,0.00026871215],"domain_scores_gemma":[0.9990017,0.00009739769,0.00028447073,0.00020134471,0.00029837093,0.00011675256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026076348,0.00015488976,0.00030236543,0.00023465244,0.00096710137,0.000030590716,0.00037485096,0.00025708304,0.0004235957],"category_scores_gemma":[0.000048039317,0.0001504819,0.000117830794,0.00018647221,0.00082241977,0.0003277617,0.000077575525,0.00036078156,0.0000074996346],"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":[0.00031434765,0.000047930647,0.0024319896,0.000060760063,0.00016439856,0.0033360224,0.9844813,0.000014105808,0.000097526,0.0010644115,0.0054306295,0.0025566106],"study_design_scores_gemma":[0.00039039063,0.000114734336,0.026356371,0.000109374065,0.00011435798,0.000041613675,0.97136986,0.000009418182,0.00017062046,0.0005211595,0.0006375904,0.00016450624],"about_ca_topic_score_codex":0.966611,"about_ca_topic_score_gemma":0.91873705,"teacher_disagreement_score":0.45392516,"about_ca_system_score_codex":0.00018469451,"about_ca_system_score_gemma":0.00042954166,"threshold_uncertainty_score":0.743826},"labels":[],"label_agreement":null},{"id":"W658468290","doi":"","title":"Numerical Stability in Linear Programming and Semidefinite Programming","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","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","keywords":"Solver; Semidefinite programming; Interior point method; Mathematical optimization; Numerical analysis; Mathematics; Rate of convergence; Linear programming; Numerical stability; Convergence (economics); Active set method; Computer science; Algorithm; Applied mathematics; Nonlinear programming; Nonlinear system","score_opus":0.027185293245432215,"score_gpt":0.28275847432759366,"score_spread":0.2555731810821614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W658468290","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":[0.99568456,0.00012902863,0.002338449,0.00018224337,0.00009103043,0.0011372067,0.000022389626,0.00014084633,0.00027425206],"genre_scores_gemma":[0.022385776,0.00013020092,0.82396007,0.000004049697,0.00004837888,0.000007759024,0.00084354926,0.00011503372,0.15250516],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99827814,0.0001181342,0.00025880916,0.0004903681,0.00043864563,0.00041587435],"domain_scores_gemma":[0.9988214,0.0001995472,0.0002835214,0.0003049761,0.0002805609,0.00010999063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034454136,0.0002637258,0.0005420365,0.0003525192,0.00013807043,0.00002720819,0.0002369439,0.00032666212,0.00007182191],"category_scores_gemma":[0.00015654291,0.0003139431,0.000100752695,0.000494968,0.00013679954,0.00022842403,0.000080246195,0.00051276933,0.0000061999513],"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":[0.0022693658,0.004296561,0.041778572,0.01894263,0.00054164283,0.0008176796,0.5224734,0.0031238121,0.0014028569,0.003160656,0.000995276,0.40019757],"study_design_scores_gemma":[0.011005457,0.0014599512,0.017608896,0.0037764993,0.0006831814,0.00003480604,0.85145587,0.08160703,0.0050679087,0.014114655,0.008351534,0.004834215],"about_ca_topic_score_codex":0.010400139,"about_ca_topic_score_gemma":0.0235092,"teacher_disagreement_score":0.9732988,"about_ca_system_score_codex":0.00015166597,"about_ca_system_score_gemma":0.00009812168,"threshold_uncertainty_score":0.9999313},"labels":[],"label_agreement":null},{"id":"W658725315","doi":"","title":"Keeping Up With the Joneses: Electricity Consumption, Publicity and Social Network Influence in Milton, Ontario","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Education and Sustainability","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":"Keeping up with the Joneses; Publicity; Consumption (sociology); Electricity; Advertising; Economics; Sociology; Psychology; Business; Microeconomics; Marketing; Engineering; Social science; Electrical engineering","score_opus":0.005453775413395261,"score_gpt":0.19123441361301385,"score_spread":0.1857806381996186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W658725315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998028,0.00001647628,0.0000034259433,0.0011541053,0.000071200746,0.0003896049,0.000002963187,0.000014714699,0.00031950636],"genre_scores_gemma":[0.9159354,0.00002666356,0.00018681587,0.000112796166,0.0000123281125,0.000001979942,0.00006661395,0.000010700068,0.08364673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879116,0.00009740899,0.00011857665,0.0003933792,0.00028938343,0.0003101192],"domain_scores_gemma":[0.9994307,0.000043272106,0.00021143715,0.00021816531,0.00002776053,0.00006866111],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032249713,0.00019428742,0.00025438555,0.000056715828,0.0005059227,0.00003460083,0.00032439502,0.00024292179,0.0009399472],"category_scores_gemma":[0.000012698134,0.00017680609,0.000049584887,0.00021324118,0.0005577484,0.0003636989,0.00010937801,0.0006336187,0.000022578794],"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":[0.00018409424,0.00008723916,0.7764853,0.000071808325,0.000019760197,0.0000043531186,0.22072195,0.00021059993,0.0004973583,0.000058784466,0.0007969027,0.0008618207],"study_design_scores_gemma":[0.00032881237,0.000037569407,0.94643444,0.000017117627,0.0000344301,0.000001742429,0.050922055,0.000026931115,0.000053368534,0.00012848657,0.0018135364,0.00020150906],"about_ca_topic_score_codex":0.45318067,"about_ca_topic_score_gemma":0.9569857,"teacher_disagreement_score":0.50380504,"about_ca_system_score_codex":0.00054889574,"about_ca_system_score_gemma":0.00009255048,"threshold_uncertainty_score":0.99997336},"labels":[],"label_agreement":null},{"id":"W6894333284","doi":"10.5555/1632592.1632624?cid=81320487818","title":"Accurate viscous free surfaces for buckling, coiling, and rotating liquids","year":2008,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Advanced Materials and Mechanics","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":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Personal computer; Work (physics)","score_opus":0.012912796835191044,"score_gpt":0.19284079732724332,"score_spread":0.1799280004920523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6894333284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917491,0.00017153639,0.007445596,0.00008359445,0.0001669698,0.00015494607,0.00004620307,0.00013921845,0.0000428433],"genre_scores_gemma":[0.93862724,0.0007600432,0.051339153,0.000009935403,0.00004255312,6.681477e-7,0.000012564549,0.00003303573,0.009174834],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995088,0.000007573959,0.000075753625,0.0001395231,0.00006888476,0.00019947458],"domain_scores_gemma":[0.9996667,0.000030660423,0.000044510143,0.00014811558,0.000049706898,0.000060298935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000702792,0.00011260804,0.00019500875,0.000045997404,0.00016174706,0.000007938427,0.00013598346,0.00006737152,0.000018313489],"category_scores_gemma":[0.000015684795,0.00013093691,0.000037871516,0.000045937275,0.000051154122,0.00019381085,0.00006726396,0.00005204421,0.0000028468442],"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":[0.00033242351,0.000073682146,0.00043625114,0.0014275209,0.00023324045,0.00012084547,0.12443573,0.11427155,0.7486942,0.0017225577,0.00332898,0.004923027],"study_design_scores_gemma":[0.007866635,0.0011595213,0.0010656293,0.00041881172,0.00023785682,0.000089411216,0.06364846,0.58446264,0.3263048,0.0031682577,0.009732476,0.0018454982],"about_ca_topic_score_codex":0.0007982046,"about_ca_topic_score_gemma":0.0009659118,"teacher_disagreement_score":0.4701911,"about_ca_system_score_codex":0.000015014371,"about_ca_system_score_gemma":0.000010125344,"threshold_uncertainty_score":0.5339452},"labels":[],"label_agreement":null},{"id":"W6945444697","doi":"10.2307/90008149","title":"Modes of Intersubjective Address in The Central Character (1977) and Our Marilyn (1987)","year":2016,"lang":"fr","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Thomas Hardy Literature 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":"Character (mathematics); Subjectivity; Subject (documents); Field (mathematics); ESPACE","score_opus":0.014824097407584688,"score_gpt":0.19260186201532167,"score_spread":0.17777776460773698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945444697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96048295,0.00154814,0.000005017046,0.031077294,0.00051515317,0.00027618345,0.0006004325,0.0000135927785,0.0054812026],"genre_scores_gemma":[0.8277489,0.00048573778,0.00006644232,0.000031273983,0.0001489727,3.7290766e-7,0.000004196528,0.000010103374,0.17150404],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99883133,0.00020633992,0.00014185501,0.0002663349,0.0001811803,0.00037298218],"domain_scores_gemma":[0.9993122,0.000102582075,0.00016829539,0.00022797623,0.00013579617,0.00005312159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018442013,0.00021177108,0.0003778062,0.00016694085,0.00021655142,0.000044745906,0.0002991432,0.000101761245,0.00016926914],"category_scores_gemma":[0.000015574535,0.0001468746,0.00012637684,0.000060500173,0.0008181885,0.0005704506,0.00021099478,0.0001615908,0.000012486092],"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":[0.00044034366,0.0001733173,0.00973093,0.00025937258,0.00023569175,0.0000610608,0.83825254,5.74024e-7,0.0024061217,0.14522679,0.0020045352,0.0012087249],"study_design_scores_gemma":[0.0018596292,0.00036634758,0.09659244,0.0011309324,0.00016951171,0.000010308609,0.7987003,0.0000139331605,0.0006634553,0.0007314792,0.09942678,0.00033490264],"about_ca_topic_score_codex":0.015541444,"about_ca_topic_score_gemma":0.058844246,"teacher_disagreement_score":0.16602284,"about_ca_system_score_codex":0.000064753265,"about_ca_system_score_gemma":0.000022871058,"threshold_uncertainty_score":0.9910141},"labels":[],"label_agreement":null},{"id":"W6979766376","doi":"","title":"Advancing Public Health through Computational Thematic Analysi","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Thematic analysis; Thematic map; Workflow; Reflexivity; Set (abstract data type); Process (computing); Public health; Computational model; Modular design","score_opus":0.02768122690326549,"score_gpt":0.24744581487421316,"score_spread":0.21976458797094767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979766376","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13109416,0.006563205,0.045097534,0.15271135,0.0046049836,0.013986986,0.014152767,0.04656074,0.58522826],"genre_scores_gemma":[0.00085044134,0.00013011636,0.025681099,0.000068024674,0.00007045781,4.2702615e-7,0.00039171564,0.001168745,0.971639],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744457,0.00024637583,0.00021564559,0.0006092667,0.0007796558,0.0007044987],"domain_scores_gemma":[0.99796426,0.00011249736,0.0009543663,0.0005990227,0.00013536547,0.00023448729],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000529477,0.00039553447,0.0009850342,0.001104786,0.00023764269,0.00003171978,0.0006515497,0.00023546196,0.003182379],"category_scores_gemma":[0.00004308658,0.00046422577,0.0003141857,0.001190172,0.000302722,0.0003585526,0.00027244884,0.00028779588,0.0062313536],"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":[0.000014631379,0.0001782143,0.00038061448,0.00070501183,0.0010290084,0.00006670487,0.068340026,0.0013538521,0.000019614063,0.0018336643,0.92502004,0.0010586127],"study_design_scores_gemma":[0.0054299156,0.0005067356,0.0022527205,0.0040293434,0.0008796783,0.000038054983,0.44013345,0.013074091,0.0000095651185,0.0044941134,0.52612984,0.0030225152],"about_ca_topic_score_codex":0.11213525,"about_ca_topic_score_gemma":0.25208187,"teacher_disagreement_score":0.39889023,"about_ca_system_score_codex":0.00052413804,"about_ca_system_score_gemma":0.00036827888,"threshold_uncertainty_score":0.99978095},"labels":[],"label_agreement":null},{"id":"W6979903222","doi":"","title":"Analysis of Longitudinal Surveys with Missing Responses","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Art, Technology, 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":"Gee; Generalized estimating equation; Missing data; Stratified sampling; Estimator; Population; Statistical inference; Longitudinal study; Data collection; Sampling (signal processing)","score_opus":0.02331081251788208,"score_gpt":0.21315951865026883,"score_spread":0.18984870613238675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979903222","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":[0.99512243,0.00022314228,0.0000080711725,0.00019597329,0.00006655048,0.000085338834,0.00017454619,0.000057440786,0.0040664957],"genre_scores_gemma":[0.4714429,0.00012145419,0.0001152373,0.000003113576,0.000020766951,1.2288788e-7,0.00071046635,0.000011840588,0.52757406],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991391,0.000097884295,0.00011427051,0.00025898337,0.00022060015,0.00016921766],"domain_scores_gemma":[0.9990019,0.000034749493,0.00032974788,0.00026442917,0.0003296266,0.000039541188],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013366932,0.00019025517,0.0005581258,0.0006157838,0.00039587068,0.000016109183,0.00026125222,0.00019641804,0.00092880294],"category_scores_gemma":[0.00000959526,0.00017375378,0.00023112148,0.0001477238,0.0004645504,0.00015197061,0.000022975424,0.00018411299,0.0000071818654],"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":[0.00073121925,0.00017429999,0.01393037,0.00024660997,0.0043142615,0.00013947552,0.97249585,0.00003521817,0.00046125613,0.0016285096,0.003901829,0.0019410882],"study_design_scores_gemma":[0.00051630667,0.00035569028,0.10419647,0.00022015,0.0043720882,0.0000034951888,0.88160473,0.00004873517,0.00064808095,0.00006163157,0.0074863127,0.00048630792],"about_ca_topic_score_codex":0.05120421,"about_ca_topic_score_gemma":0.65142936,"teacher_disagreement_score":0.60022515,"about_ca_system_score_codex":0.000026235735,"about_ca_system_score_gemma":0.00006134566,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W6979916196","doi":"","title":"Analysis of Reliability of Fueling Machine Head Encoders","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fault Detection and Control 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":"Encoder; Rotary encoder; Reliability (semiconductor); Fault (geology); Position (finance); Noise (video); Power (physics); Jump","score_opus":0.005740068336081016,"score_gpt":0.19476288688964766,"score_spread":0.18902281855356665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979916196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979503,0.0004888403,0.0001624773,0.000026336964,0.0003129963,0.000121641475,0.00009621072,0.000055280267,0.0007859223],"genre_scores_gemma":[0.9672002,0.00015238783,0.0002129562,0.0000010231804,0.0000087401795,2.6243228e-7,0.0003775678,0.00001626823,0.032030582],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99909985,0.00005448813,0.00025115884,0.00021261955,0.00024777398,0.00013412502],"domain_scores_gemma":[0.999129,0.000037332888,0.00021008769,0.00035184264,0.00022044042,0.000051327737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000154169,0.00016725788,0.0008046748,0.000524271,0.000037038582,0.000004504831,0.0001874617,0.00023526637,0.00022608733],"category_scores_gemma":[0.000017630964,0.00020408847,0.00047980354,0.00068956,0.000036205038,0.00007721727,0.000015626374,0.00016998059,0.0000026785283],"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":[0.00072417024,0.00029158735,0.014696102,0.010011256,0.011685717,0.000041384126,0.24228258,0.44787124,0.2619069,0.000068153684,0.00034221984,0.010078693],"study_design_scores_gemma":[0.0018700226,0.00018608582,0.03167163,0.000778426,0.0065952213,0.000001515216,0.4054536,0.52573884,0.026081944,0.00002561088,0.0007209333,0.000876201],"about_ca_topic_score_codex":0.049310602,"about_ca_topic_score_gemma":0.14629126,"teacher_disagreement_score":0.23582494,"about_ca_system_score_codex":0.000061958766,"about_ca_system_score_gemma":0.000030289119,"threshold_uncertainty_score":0.9570201},"labels":[],"label_agreement":null},{"id":"W6979919345","doi":"","title":"An Analysis and Benchmarking in Autoware.AI and OpenPCDet LiDAR-based 3D Object Detection Models","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Neural Network Applications","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":"Blackberry (Canada)","funders":"","keywords":"Object detection; Benchmarking; Artificial neural network; Bounding overwatch; Minimum bounding box; Point (geometry); Object (grammar)","score_opus":0.009626517038045262,"score_gpt":0.22809258432698382,"score_spread":0.21846606728893855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979919345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9076595,0.00009278113,0.09154384,0.00019995263,0.00006142273,0.00030145192,0.000016450407,0.000076111864,0.000048537317],"genre_scores_gemma":[0.97489935,0.000084898835,0.022281528,0.00003675175,0.000010491836,0.000004193027,0.00025498777,0.000013614407,0.0024141734],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986344,0.00011593298,0.00012772568,0.00068004086,0.00023384923,0.00020805396],"domain_scores_gemma":[0.99911803,0.00005168119,0.00021666876,0.00045279425,0.00007070192,0.00009011976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016678208,0.0001935863,0.0003515977,0.00080108293,0.00033915805,0.00006554967,0.0005195606,0.00012865815,0.000028484299],"category_scores_gemma":[0.0000029130993,0.00025135127,0.00007346754,0.0012307448,0.000048013582,0.0008497418,0.00015253061,0.00029602993,5.511469e-7],"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":[0.00046261444,0.00040156263,0.008360833,0.0003994188,0.00051690376,0.0001452753,0.18878035,0.47457355,0.01410995,0.002173915,0.000038179605,0.31003746],"study_design_scores_gemma":[0.00037606934,0.00016021151,0.022858556,0.000028030325,0.00018441588,0.000001652189,0.0072927596,0.96737003,0.00068598654,0.00068916474,0.000039468916,0.0003136383],"about_ca_topic_score_codex":0.017327989,"about_ca_topic_score_gemma":0.13170356,"teacher_disagreement_score":0.4927965,"about_ca_system_score_codex":0.00011045786,"about_ca_system_score_gemma":0.000060704526,"threshold_uncertainty_score":0.99999386},"labels":[],"label_agreement":null},{"id":"W6979954256","doi":"","title":"Antioxidant Defence Response in Non-Target Fishes Following Pharmaceutical Wastewater Effluent Exposure","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Effluent; Antioxidant; Wastewater; Upstream and downstream (DNA); Reactive oxygen species; Aquatic ecosystem; Percidae; Sewage treatment","score_opus":0.008024055184396733,"score_gpt":0.22165411321439235,"score_spread":0.21363005802999563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979954256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976614,0.00006428138,0.0000012784342,0.00043108704,0.00047957548,0.0004366004,0.000025924637,0.00002632593,0.00087350764],"genre_scores_gemma":[0.8359054,0.000078146506,0.0006793412,0.00007007111,0.000008657666,0.000005007222,0.0001148609,0.000027219568,0.16311133],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99782974,0.00037043807,0.00022680544,0.000658612,0.00038262314,0.00053177297],"domain_scores_gemma":[0.9992593,0.00010336712,0.00017686939,0.00032046673,0.000003045176,0.0001369571],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005886796,0.0003087259,0.0004760765,0.00019890312,0.00036373772,0.000011137424,0.0005983396,0.00038529423,0.01559635],"category_scores_gemma":[0.000016976803,0.00036745632,0.00024140929,0.00027372318,0.00023584718,0.00027582675,0.00040969267,0.0005862275,0.00030707865],"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":[0.0076417364,0.001085963,0.17977697,0.00017291613,0.00019320664,0.0021524166,0.11250894,0.0058039953,0.68736887,0.0000068847644,0.002592632,0.0006954652],"study_design_scores_gemma":[0.0036103572,0.0015248515,0.77522534,0.0001541684,0.00023786783,0.000026429872,0.13370427,0.00057993573,0.07791447,0.00013971188,0.005666979,0.0012156095],"about_ca_topic_score_codex":0.0023120272,"about_ca_topic_score_gemma":0.009442291,"teacher_disagreement_score":0.6094544,"about_ca_system_score_codex":0.0004893392,"about_ca_system_score_gemma":0.000023563787,"threshold_uncertainty_score":0.99987775},"labels":[],"label_agreement":null},{"id":"W6979979886","doi":"","title":"Application of Environmental Metabolomics for Assessment of Aquatic Invertebrate Sensitivity to Naphthenic Acids","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Petroleum Processing and Analysis","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Metabolome; Metabolomics; Naphthenic acid; Metabolite; Aquatic toxicology; Toxicity; Invertebrate; Acute toxicity","score_opus":0.00981592798910844,"score_gpt":0.2275030404867527,"score_spread":0.21768711249764428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979979886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984498,0.000027796146,0.0007815811,0.00007799708,0.00003129309,0.00005401841,0.0003990033,0.000026654912,0.00015182681],"genre_scores_gemma":[0.8707579,0.000054825177,0.0025467514,0.0000034196219,0.00001415675,0.0000014640109,0.0014364626,0.000027112475,0.12515795],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989854,0.000027410488,0.00020805605,0.00033330117,0.0002806374,0.00016521222],"domain_scores_gemma":[0.99892765,0.00006417008,0.00056490453,0.0003179495,0.000060551327,0.00006478156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021005532,0.00019142621,0.0005986026,0.00022900365,0.00008251688,0.0000056596655,0.0002192146,0.00021716121,0.000042199707],"category_scores_gemma":[0.000014896822,0.00023039398,0.00029120964,0.00018279321,0.00006380856,0.00007422648,0.00004983738,0.000108948225,0.00000658045],"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":[0.000118218275,0.00014090714,0.0021437632,0.0012099581,0.0004613295,0.0000017385544,0.010132367,0.00024536144,0.97483975,0.000022338347,0.000043891232,0.01064036],"study_design_scores_gemma":[0.002204355,0.00020228638,0.013413203,0.0006868703,0.0038144651,0.0000016168245,0.24715881,0.10726798,0.623546,0.0002698585,0.0004446023,0.0009899528],"about_ca_topic_score_codex":0.0061714663,"about_ca_topic_score_gemma":0.008680145,"teacher_disagreement_score":0.35129377,"about_ca_system_score_codex":0.00009364211,"about_ca_system_score_gemma":0.000083674466,"threshold_uncertainty_score":0.9395194},"labels":[],"label_agreement":null},{"id":"W6980057824","doi":"","title":"Assessing the association between the error-related ERPs and trait anxiety using mass univariate statistics","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anxiety; Error-related negativity; Association (psychology); Trait anxiety; Correlation; Moderation","score_opus":0.02370874451814565,"score_gpt":0.2659629506487766,"score_spread":0.24225420613063098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980057824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970116,0.00009147513,0.00027670173,0.0013423627,0.00023396069,0.00032330933,0.00029153225,0.000079355385,0.0003496892],"genre_scores_gemma":[0.75834405,0.0003916509,0.005677548,0.00003842244,0.0001470395,5.131154e-7,0.0038241663,0.00008499417,0.23149163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871784,0.0001574348,0.00017200445,0.00025604802,0.00042994384,0.00026672365],"domain_scores_gemma":[0.998323,0.0006729752,0.0004650092,0.00023792296,0.00021246818,0.0000886044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052381697,0.00020309616,0.00039219012,0.000114352304,0.000480584,0.000067909314,0.00019356784,0.00039216309,0.000026930551],"category_scores_gemma":[0.0002785109,0.00015769692,0.00010198487,0.0003044339,0.00009083731,0.00016191836,0.00005915643,0.00058173126,0.000009825981],"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":[0.0006949958,0.00023836705,0.50979537,0.0026824726,0.0081290435,0.0005010608,0.37736028,0.0014496639,0.0077943616,0.00212595,0.018648895,0.07057952],"study_design_scores_gemma":[0.0012407217,0.000096869,0.8672387,0.00075314165,0.0034771108,0.0000058275937,0.11985013,0.005866055,0.00015312087,0.0006804886,0.00033597488,0.00030183425],"about_ca_topic_score_codex":0.025964746,"about_ca_topic_score_gemma":0.0042403736,"teacher_disagreement_score":0.35744333,"about_ca_system_score_codex":0.00017970141,"about_ca_system_score_gemma":0.00016432378,"threshold_uncertainty_score":0.98052144},"labels":[],"label_agreement":null},{"id":"W6980067773","doi":"","title":"Associations and Interactions between Retail Food Environments, Food Gentrification, and Neighbourhood-level Intersectionality in Toronto, Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Food and Agriculture","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":"Intersectionality; Metropolitan area; Population; Ethnic group; Poverty; Race (biology); Gentrification; City region","score_opus":0.015432296114536687,"score_gpt":0.18082303628912014,"score_spread":0.16539074017458344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980067773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99527186,0.00046509557,3.3732834e-7,0.002596742,0.000120053766,0.00014124438,0.0012100154,0.000008984917,0.00018568033],"genre_scores_gemma":[0.96735466,0.0002672605,0.000036244783,0.000016398686,0.000066931796,5.849526e-7,0.00321929,0.0000013991094,0.029037237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991325,0.000068482885,0.00014347283,0.00031865755,0.00018292817,0.0001539626],"domain_scores_gemma":[0.99953586,0.00007281205,0.00020117016,0.000049966377,0.000053866985,0.000086324675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006540592,0.00015346562,0.0002601267,0.000013230003,0.00022462028,0.000027206393,0.00012517135,0.00017318228,0.0005787277],"category_scores_gemma":[0.00001882866,0.00009442205,0.000053789063,0.00012321262,0.000026648308,0.00019044064,0.000049940103,0.00019129705,8.4896516e-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":[0.00024337087,0.0012642582,0.38066015,0.0005009991,0.0030592594,0.000041309166,0.13469592,0.0000067507867,0.2884051,0.0018139869,0.015933236,0.17337568],"study_design_scores_gemma":[0.00014480524,0.00009672875,0.8753747,0.000045040757,0.00006359009,0.0000012610868,0.12072128,0.0000012920136,0.0006487502,0.00003543966,0.0027037496,0.0001633812],"about_ca_topic_score_codex":0.8432341,"about_ca_topic_score_gemma":0.99865866,"teacher_disagreement_score":0.49471456,"about_ca_system_score_codex":0.00033455336,"about_ca_system_score_gemma":0.000044003988,"threshold_uncertainty_score":0.6336663},"labels":[],"label_agreement":null},{"id":"W6980069990","doi":"","title":"Assessing the utility of passive sampling for building-scale SARS-CoV-2 wastewater-based surveillance to inform public health action","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pregnancy and Medication Impact","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":"Sampling (signal processing); Upstream (networking); Wastewater; Lot quality assurance sampling; Public health; Neighbourhood (mathematics); Sanitary sewer; Passive sampling","score_opus":0.11250632353193686,"score_gpt":0.3681931256724865,"score_spread":0.2556868021405497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980069990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98353946,0.00004562892,0.0021759022,0.01237937,0.00046273132,0.0011271602,0.00011887272,0.00008666228,0.00006422991],"genre_scores_gemma":[0.9819139,0.000060230188,0.0039845975,0.00016685197,0.00005957539,0.0000065953122,0.0013913382,0.000037396316,0.012379483],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99846923,0.00007958137,0.0003014896,0.00032692106,0.00042636436,0.0003963959],"domain_scores_gemma":[0.99803567,0.00020469779,0.0006930284,0.0004642388,0.00043958132,0.00016275585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077949255,0.00021477448,0.0006171001,0.00038804772,0.00034582667,0.000027594446,0.0002678838,0.00023117992,0.0000228632],"category_scores_gemma":[0.0002512007,0.0001901202,0.0002421101,0.0005168547,0.00009424159,0.00026053988,0.000036294998,0.0002600184,0.000005889995],"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":[0.003430912,0.0009773116,0.012447595,0.023135105,0.0012115586,0.000014705102,0.3603131,0.000104602164,0.26999846,0.00012734468,0.024562562,0.30367675],"study_design_scores_gemma":[0.00514221,0.0013486294,0.41538948,0.006522483,0.0003763306,0.000008334956,0.39640865,0.0035404845,0.1595309,0.00013322842,0.010833514,0.0007657896],"about_ca_topic_score_codex":0.008741835,"about_ca_topic_score_gemma":0.017465755,"teacher_disagreement_score":0.40294188,"about_ca_system_score_codex":0.00019081582,"about_ca_system_score_gemma":0.0009145783,"threshold_uncertainty_score":0.99785906},"labels":[],"label_agreement":null},{"id":"W6980108577","doi":"","title":"Assessing Differences in Household Food Insecurity Vulnerabilities Post-Cyclone Idai in Beira, Mozambique","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Food security; Thematic analysis; Food insecurity; Scale (ratio); Qualitative property; Sustainability; Qualitative research; Poverty","score_opus":0.11212756908273151,"score_gpt":0.34981268448077657,"score_spread":0.23768511539804504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980108577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99233496,0.0006606119,9.545083e-7,0.0024465676,0.0012781176,0.0010880089,0.0003739391,0.00013867964,0.0016781718],"genre_scores_gemma":[0.9580912,0.0003744172,0.00024268542,0.00009105436,0.00008253277,0.000010974057,0.0008037565,0.0000481755,0.040255174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966867,0.0007915042,0.00065615517,0.000675783,0.00044040591,0.00074942596],"domain_scores_gemma":[0.99832284,0.00039115793,0.00046312448,0.00041983082,0.00023525118,0.00016780962],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007487169,0.00040247408,0.00097308884,0.0013233777,0.00070491654,0.000039200222,0.00047786682,0.00121192,0.00031960386],"category_scores_gemma":[0.00012316315,0.0004728104,0.00018270058,0.000659615,0.00014304237,0.00070981175,0.00018557475,0.0026684236,0.00007084182],"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":[0.00034434313,0.00034883257,0.1075944,0.008772913,0.00007379892,0.00008739814,0.87535626,0.000032822853,0.00016278219,0.0059768716,0.00086783746,0.0003817654],"study_design_scores_gemma":[0.00086394965,0.00019662314,0.3818274,0.0037194423,0.00006643193,4.8988363e-7,0.60751086,0.0001372628,0.00001377811,0.0051329033,0.00015072658,0.0003800815],"about_ca_topic_score_codex":0.28027824,"about_ca_topic_score_gemma":0.8641526,"teacher_disagreement_score":0.58387434,"about_ca_system_score_codex":0.0005927546,"about_ca_system_score_gemma":0.0008416152,"threshold_uncertainty_score":0.99977237},"labels":[],"label_agreement":null},{"id":"W6980137546","doi":"","title":"Automated Underground Pipe Inspection Using Unified Image Processing and Artificial Intelligence Methodology","year":2000,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","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":"Upgrade; Mains electricity; Investment (military); Component (thermodynamics); Electricity; Sign (mathematics); Training (meteorology)","score_opus":0.028399201271334364,"score_gpt":0.2400970727703413,"score_spread":0.21169787149900696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980137546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786277,0.000043805794,0.020329952,0.00007223164,0.00014710039,0.000069373586,0.000001938602,0.00048364195,0.00022426757],"genre_scores_gemma":[0.9533941,0.00005508961,0.045657977,0.000004236608,0.000051350853,7.482285e-8,0.0000027110157,0.0000150105225,0.00081943756],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943614,0.000031839212,0.00009081057,0.00015599513,0.00007365019,0.0002115724],"domain_scores_gemma":[0.99975854,0.000019566922,0.000033619,0.00009621463,0.000047203965,0.0000448491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011144622,0.00011537341,0.00017037155,0.0001232618,0.00018011121,0.000025689404,0.000087991015,0.00009613047,0.00006156881],"category_scores_gemma":[0.000004922635,0.00013436857,0.000028633216,0.00018965981,0.00014476485,0.00033198108,0.000024108705,0.0001277145,0.0000067646843],"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":[0.0001764616,0.000030670228,0.00033383447,0.00036221356,0.000102183934,0.000087962806,0.07344964,0.049824778,0.721952,0.00083599635,0.00009654473,0.15274769],"study_design_scores_gemma":[0.0002746136,0.00009080181,0.0033386857,0.00016024636,0.00011025439,0.00007613125,0.07235872,0.838345,0.08092137,0.0036982447,0.00013301223,0.0004929059],"about_ca_topic_score_codex":0.003395377,"about_ca_topic_score_gemma":0.0010267813,"teacher_disagreement_score":0.7885202,"about_ca_system_score_codex":0.00007974314,"about_ca_system_score_gemma":0.000015318128,"threshold_uncertainty_score":0.5479391},"labels":[],"label_agreement":null},{"id":"W6980233631","doi":"","title":"Bio-Based Production of Uroporphyrin and Protoporphyrin-IX in Escherichia coli","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Political and Economic history of UK and US","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":"Blackberry (Canada)","funders":"","keywords":"Escherichia coli; Bioprocess; Plasmid; Metabolic engineering; Bioreactor; Synthetic biology; Tetrapyrrole; Strain (injury)","score_opus":0.016487809944378155,"score_gpt":0.22587401357460604,"score_spread":0.2093862036302279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980233631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956474,0.000033912063,2.6025157e-7,0.0008951957,0.00039084675,0.00040519974,0.00001079765,0.000030888412,0.0025855578],"genre_scores_gemma":[0.50706816,0.000101034646,0.00017819877,0.000006983401,0.00005452106,0.0000018713569,0.00006473979,0.000012195786,0.49251232],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992057,0.00007010118,0.00012349291,0.00024848856,0.00013973683,0.00021249849],"domain_scores_gemma":[0.9995457,0.000022431279,0.00016936348,0.00010843878,0.0000654663,0.00008857864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002742251,0.00010655524,0.00028621667,0.00022587152,0.00018215322,0.000006447179,0.00015134385,0.00018699508,0.00013057845],"category_scores_gemma":[0.000038453338,0.00013125125,0.00007251238,0.00018682814,0.00032986826,0.000105151004,0.000015872245,0.00012758664,0.000026996915],"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":[0.0011245932,0.00059980387,0.024730323,0.0026887062,0.00013597711,0.00006825626,0.93229675,0.000079106,0.011893545,0.0129552875,0.0053796167,0.00804805],"study_design_scores_gemma":[0.0016777855,0.0003058417,0.18925162,0.0007201583,0.00016557527,3.059795e-7,0.766447,0.00013760306,0.0041560447,0.002837163,0.03342372,0.0008771468],"about_ca_topic_score_codex":0.17139584,"about_ca_topic_score_gemma":0.25131705,"teacher_disagreement_score":0.48992676,"about_ca_system_score_codex":0.00009523443,"about_ca_system_score_gemma":0.00023362991,"threshold_uncertainty_score":0.8341219},"labels":[],"label_agreement":null},{"id":"W6980241096","doi":"","title":"In-between Boundaries","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Remote-Sensing Image Classification","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":"Recreation; Traverse; Urban design; Architecture; Urban planning; Bridging (networking); Public space; Architectural design","score_opus":0.00971613017603376,"score_gpt":0.19633200062642103,"score_spread":0.18661587045038727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980241096","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":[0.99485976,0.00008058171,0.000108779575,0.00038509295,0.00058554835,0.00013788744,0.000026527377,0.00013552765,0.0036802816],"genre_scores_gemma":[0.49691024,0.0001313719,0.0012991456,0.0000030865153,0.00009275982,1.206846e-7,0.00030602136,0.00006263619,0.50119466],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.999293,0.000022381108,0.00011568952,0.00020043642,0.00016363327,0.00020485165],"domain_scores_gemma":[0.9994881,0.000030373081,0.00008508169,0.00027284308,0.00007572835,0.000047850375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007074022,0.00018082974,0.00031230014,0.00031784552,0.000088984954,0.00003301451,0.00021271373,0.00028145313,0.00009531777],"category_scores_gemma":[0.000011813444,0.00020817801,0.00007859031,0.00013979964,0.00010905124,0.00027119406,0.000015184035,0.0001896395,0.0001797489],"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":[0.00034229265,0.00009841292,0.0067398674,0.004356406,0.0008544205,0.00033970777,0.47669163,0.00037933636,0.34684086,0.0009202922,0.048860226,0.113576524],"study_design_scores_gemma":[0.005769321,0.0002854948,0.44042787,0.0050625256,0.0009673838,0.000013452854,0.19816901,0.004303033,0.19385752,0.004532327,0.14167391,0.0049381573],"about_ca_topic_score_codex":0.0039682253,"about_ca_topic_score_gemma":0.0140472315,"teacher_disagreement_score":0.49794954,"about_ca_system_score_codex":0.0001612948,"about_ca_system_score_gemma":0.00005655481,"threshold_uncertainty_score":0.8489253},"labels":[],"label_agreement":null},{"id":"W6980506832","doi":"","title":"Characterization of Micro-Plasma Wire Arc Additive Manufacturing: Anisotropy and Layer Height Investigation","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Additive Manufacturing Materials and Processes","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":"University of Waterloo","funders":"","keywords":"Anisotropy; Microstructure; Deposition (geology); Welding; Layer (electronics); Characterization (materials science); Work (physics); Material properties; Metal powder; Arc (geometry)","score_opus":0.007331308619176008,"score_gpt":0.1728807847264519,"score_spread":0.1655494761072759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980506832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982386,0.00007704785,0.000028085424,0.000052760548,0.00041160782,0.00020056927,0.0006694159,0.00012339196,0.00019847341],"genre_scores_gemma":[0.96181655,0.0008841861,0.0004923178,0.000004197206,0.00007751927,0.0000013001815,0.004106463,0.00006295195,0.0325545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992141,0.000024573887,0.00016118986,0.00027634064,0.0001541117,0.00016966624],"domain_scores_gemma":[0.9995208,0.00002920516,0.00016875243,0.0001310087,0.00008441425,0.000065848835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000046666948,0.00028016185,0.00039049954,0.00024365708,0.00007499083,0.00003340059,0.00013670718,0.0002588316,0.00028077295],"category_scores_gemma":[0.000004581169,0.00031631152,0.00006970024,0.000074258554,0.00008545328,0.00025707897,0.00003695486,0.00017018954,0.000027370472],"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":[0.00012750088,0.00001536154,0.000034692504,0.0049259756,0.00027101894,0.000026214151,0.056013163,0.000073612675,0.93465185,0.00011250323,0.00040313014,0.003344993],"study_design_scores_gemma":[0.00021653212,0.000056346602,0.007071799,0.00061850756,0.0001603206,0.000001984129,0.0075284727,0.00018033906,0.98226154,0.00029634513,0.0013058861,0.0003019285],"about_ca_topic_score_codex":0.0009535083,"about_ca_topic_score_gemma":0.001459297,"teacher_disagreement_score":0.04848469,"about_ca_system_score_codex":0.000044434655,"about_ca_system_score_gemma":0.000029395864,"threshold_uncertainty_score":0.9999289},"labels":[],"label_agreement":null},{"id":"W6980553041","doi":"","title":"Chlorophyll-a Mapping in a Large Lake Using Remote Sensing Imagery: A Case Study of Western Lake Ontario","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical Astronomy and Related 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":true,"ca_institutions":"","funders":"Global Water Futures; Canada First Research Excellence Fund","keywords":"Eutrophication; Algal bloom; Water quality; Phytoplankton; Nutrient; Ecosystem; Urbanization; Freshwater ecosystem","score_opus":0.012363340079398589,"score_gpt":0.21321337891935524,"score_spread":0.20085003883995664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980553041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99854475,0.000053975196,0.00015626979,0.000022373933,0.00033262267,0.0003538514,0.000057020607,0.000019146039,0.0004599777],"genre_scores_gemma":[0.8821793,0.000002010997,0.0008151383,9.24529e-7,0.000049398437,8.071013e-8,0.00012647384,0.000025465626,0.11680117],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99876726,0.00006294617,0.00026235235,0.0004133436,0.00018469832,0.00030938373],"domain_scores_gemma":[0.9992928,0.00002278296,0.00029304644,0.00022286743,0.00010770995,0.000060795424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011985978,0.0002932048,0.0006906528,0.00039364866,0.00022544125,0.000017556502,0.00013117751,0.00014345763,0.000114349874],"category_scores_gemma":[0.0000011008984,0.00032584765,0.00020898404,0.00031449893,0.000042133717,0.000121189165,0.0001169517,0.00060893496,0.000012801657],"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":[0.00010472669,0.00041572304,0.039666235,0.00032860902,0.00089461514,0.0029335842,0.94930434,0.00021509096,0.0002286684,0.000006329832,0.000047087393,0.0058549717],"study_design_scores_gemma":[0.0015973109,0.00015297181,0.00478648,0.0010032504,0.0006411051,0.000018452545,0.98869205,0.00094870315,0.00003986101,0.000041686773,0.0015878489,0.00049027306],"about_ca_topic_score_codex":0.5986278,"about_ca_topic_score_gemma":0.97013485,"teacher_disagreement_score":0.37150705,"about_ca_system_score_codex":0.00014465985,"about_ca_system_score_gemma":0.00014134863,"threshold_uncertainty_score":0.99991935},"labels":[],"label_agreement":null},{"id":"W6980579731","doi":"","title":"Classifying Code as Human Authored or GPT-4 Generated","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"French Language Learning Methods","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":"Blackberry (Canada)","funders":"","keywords":"Classifier (UML); Coding (social sciences); Stylometry; Code (set theory); Genetic programming; Source code; Raising (metalworking); Generative grammar; Computer programming","score_opus":0.03924541561172725,"score_gpt":0.3219158172764362,"score_spread":0.28267040166470897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980579731","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":[0.96735835,0.00046443357,0.000018919662,0.0012333019,0.0011589837,0.0003241647,0.000021051603,0.0003660265,0.029054783],"genre_scores_gemma":[0.02919339,0.00010771794,0.005097616,0.000019530291,0.0001990169,7.11124e-7,0.00044007643,0.00004871083,0.9648932],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99761474,0.00062701723,0.00016238932,0.00054224284,0.0006043797,0.00044921297],"domain_scores_gemma":[0.9988992,0.00010612543,0.00027633173,0.00030045136,0.00023044707,0.00018745202],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082537567,0.00026596306,0.00046327183,0.00042758312,0.0009415326,0.00011692098,0.00066091534,0.0006850684,0.0032608213],"category_scores_gemma":[0.00021112271,0.00028741974,0.00020999931,0.0006510702,0.00027870736,0.00020587322,0.00007144378,0.0006634386,0.00031113854],"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":[0.00012033497,0.00004541025,0.000094595336,0.00036688085,0.00020964048,0.00050663087,0.9526895,0.000028167262,0.020299131,0.0053310366,0.010185702,0.010122948],"study_design_scores_gemma":[0.0004498702,0.00016993204,0.00077515846,0.0005268045,0.00042130484,0.0000022201127,0.91578305,0.00017159777,0.0019171787,0.0010099882,0.078129694,0.00064317597],"about_ca_topic_score_codex":0.2814336,"about_ca_topic_score_gemma":0.67024624,"teacher_disagreement_score":0.93816495,"about_ca_system_score_codex":0.00027634753,"about_ca_system_score_gemma":0.0005614042,"threshold_uncertainty_score":0.9999578},"labels":[],"label_agreement":null},{"id":"W6980599152","doi":"","title":"Closed Loop Geothermal System Design","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Geothermal gradient; Geothermal energy; Aquifer; Renewable energy; Permeability (electromagnetism); Extraction (chemistry); Geothermal heating; Energy source","score_opus":0.00938674665217729,"score_gpt":0.20661071812271836,"score_spread":0.19722397147054108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980599152","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":[0.99733776,0.000793147,0.00004636793,0.00006486368,0.00041873063,0.00026452888,0.000065286615,0.000022169097,0.000987126],"genre_scores_gemma":[0.298014,0.00023163793,0.0006326826,0.000020391286,0.00011350044,0.0000021404817,0.0014335298,0.000047706348,0.69950444],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99902576,0.00009094104,0.000103636616,0.00037721603,0.00018031972,0.00022215162],"domain_scores_gemma":[0.999345,0.000008923521,0.00020399649,0.00030174345,0.000090760564,0.000049576327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009934764,0.00021929512,0.0002980471,0.00009012922,0.0002474165,0.000011383695,0.00033626295,0.00018215895,0.00028911352],"category_scores_gemma":[0.000004436675,0.00025450045,0.00018769188,0.00007485961,0.00004499018,0.0000049572322,0.00014020424,0.000117580814,0.000018671382],"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":[0.0051173866,0.00037015803,0.0015005507,0.0024823835,0.0024569286,0.0003311084,0.09900641,0.0014367517,0.84417117,0.0002619843,0.027614847,0.01525035],"study_design_scores_gemma":[0.002562533,0.0013939021,0.0059919837,0.00031449881,0.00061203254,0.000017980923,0.8885013,0.00029321964,0.06795236,0.000009373886,0.03102691,0.0013239],"about_ca_topic_score_codex":0.004087398,"about_ca_topic_score_gemma":0.003052353,"teacher_disagreement_score":0.78949493,"about_ca_system_score_codex":0.00003472612,"about_ca_system_score_gemma":0.000071848255,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W6980670133","doi":"","title":"Community-partnered research on subsistence char fisheries near Kugluktuk, Nunavut: novel insights from traditional knowledge and western science","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Arctic char; Subsistence agriculture; Char; Climate change; Traditional knowledge; Arctic; Interspecific competition; Biodiversity","score_opus":0.17840458125719266,"score_gpt":0.37003168068639486,"score_spread":0.1916270994292022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980670133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99094313,0.000116481446,3.420856e-7,0.0011876395,0.0010075709,0.0006984834,0.00028752096,0.00007237122,0.0056864787],"genre_scores_gemma":[0.69887227,0.00043204546,0.0001441801,0.00006177981,0.00015310601,0.000011624721,0.0012003173,0.000046800622,0.2990779],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99720854,0.0006111734,0.0002328235,0.0005032576,0.0005282994,0.00091592374],"domain_scores_gemma":[0.9970901,0.0010075137,0.0002522012,0.00047907373,0.0009911654,0.00017995623],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010803456,0.00025473823,0.00056448526,0.0005000641,0.017429477,0.000030795305,0.00079613214,0.00049697736,0.00018156895],"category_scores_gemma":[0.00011452109,0.00027296564,0.00007880002,0.0006248774,0.0012817709,0.00024011625,0.0004964334,0.0020073971,0.0005221795],"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":[0.00033018691,0.00026739136,0.0040423996,0.0005425188,0.000090217436,0.00001729551,0.98987466,0.0000021339777,0.0011717795,0.0008473814,0.0027059948,0.00010801728],"study_design_scores_gemma":[0.00063936843,0.0003582974,0.28034714,0.00052209396,0.000037789516,3.727191e-7,0.71560895,0.00005135685,0.00004849906,0.00029862486,0.0018813703,0.00020615508],"about_ca_topic_score_codex":0.21854001,"about_ca_topic_score_gemma":0.90681297,"teacher_disagreement_score":0.68827295,"about_ca_system_score_codex":0.00046025816,"about_ca_system_score_gemma":0.0011244902,"threshold_uncertainty_score":0.9999722},"labels":[],"label_agreement":null},{"id":"W6980767489","doi":"","title":"Context-Sensitive Optional Type Systems Meet Generics: A Uniform Treatment and Formalization","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Immutability; Type inference; Type (biology); Type safety; Type theory; Aliasing; Context (archaeology); Semantics (computer science); Dependent type; Operational semantics","score_opus":0.010038808362563625,"score_gpt":0.18075450471745688,"score_spread":0.17071569635489325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980767489","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":[0.9975357,0.00013160323,0.000013677898,0.00010359599,0.00025378432,0.00024303973,0.000051395466,0.000033333494,0.001633873],"genre_scores_gemma":[0.27101427,0.0013138975,0.00024650927,0.000026920918,0.000029891607,0.0000012744266,0.0011680077,0.00003035403,0.7261689],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992247,0.000031066917,0.00008818359,0.00028058703,0.00022049113,0.00015497426],"domain_scores_gemma":[0.9995884,0.000016281943,0.00018487858,0.000110557725,0.000013691051,0.00008623301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043737244,0.00018080816,0.00024235088,0.00007364802,0.00019585589,0.0000047778285,0.0000925726,0.0001339377,0.00017457118],"category_scores_gemma":[0.0000015664979,0.00017911554,0.00006775826,0.00012340696,0.0005195865,0.00013766122,0.00005711553,0.000051095252,0.00021903712],"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":[0.0024564923,0.000859363,0.010223758,0.0006561484,0.0012143382,0.00044078886,0.8493652,0.02354323,0.027300535,0.0016199517,0.05359403,0.028726174],"study_design_scores_gemma":[0.0012332656,0.0010178824,0.04583431,0.00017082502,0.00036156806,0.0000291988,0.9154837,0.00397328,0.00044585226,0.00006083365,0.030563468,0.0008257941],"about_ca_topic_score_codex":0.04176652,"about_ca_topic_score_gemma":0.0261103,"teacher_disagreement_score":0.72652143,"about_ca_system_score_codex":0.00050386967,"about_ca_system_score_gemma":0.000021474574,"threshold_uncertainty_score":0.99166065},"labels":[],"label_agreement":null},{"id":"W6980785991","doi":"","title":"Contributions from Healthcare Facilities to the overall Mass Loading of Pharmaceuticals on Wastewater Treatment Plants","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pharmaceutical and Antibiotic Environmental 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":false,"ca_institutions":"","funders":"Trent University","keywords":"Nucleofection; Gestational period; Fusible alloy; Diafiltration; Proteogenomics; TSG101; Liquation; Hyporeflexia","score_opus":0.024452343075333047,"score_gpt":0.26786148820860656,"score_spread":0.2434091451332735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980785991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922418,0.000048996088,0.000002526386,0.003959245,0.00025020065,0.0004608959,0.0023999906,0.000017993403,0.0006183641],"genre_scores_gemma":[0.8973164,0.00023631149,0.00015510678,0.00012311236,0.000027667387,6.591179e-7,0.00047557463,0.000013589483,0.10165156],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986302,0.00008545975,0.00016469539,0.00036434914,0.00038031462,0.00037493018],"domain_scores_gemma":[0.99917597,0.00008827917,0.00014144233,0.0003039172,0.000009347427,0.0002810699],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000092013965,0.00026888735,0.00038410522,0.00005400304,0.00022361871,0.000013465763,0.0003578571,0.00021002917,0.0028413702],"category_scores_gemma":[0.000010220704,0.00020372737,0.00015952448,0.00006212087,0.0002051984,0.00011178807,0.000091484064,0.00028951696,0.00061251764],"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":[0.0009783648,0.00044791104,0.0032883848,0.000102225924,0.00024258318,0.00004396974,0.06710889,0.00044505493,0.92032003,0.00008270531,0.0017886359,0.005151265],"study_design_scores_gemma":[0.001621741,0.0006498767,0.02359117,0.0002929652,0.00024545722,0.0000019392535,0.0426822,0.00024748867,0.9072862,0.00035717423,0.022497132,0.0005266484],"about_ca_topic_score_codex":0.054180227,"about_ca_topic_score_gemma":0.018587679,"teacher_disagreement_score":0.101033196,"about_ca_system_score_codex":0.00028757154,"about_ca_system_score_gemma":0.000018075829,"threshold_uncertainty_score":0.99932057},"labels":[],"label_agreement":null},{"id":"W6980934393","doi":"","title":"In Defense of Soil: an Ontario Greenbelt Regeneration Strategy","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Dialysis and Renal Disease Management","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":"Agriculture; Agricultural productivity; Agricultural land; Government (linguistics); Work (physics); Agricultural communication; Legislation; Sustainable agriculture; Land use","score_opus":0.013534508336676864,"score_gpt":0.22379963928990715,"score_spread":0.2102651309532303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980934393","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":[0.9948322,0.000088663146,0.000001541356,0.00022257701,0.00012611455,0.0003072571,0.000023386272,0.000011734087,0.0043865344],"genre_scores_gemma":[0.43948007,0.00008633066,0.00015812753,0.000020035364,0.000021811877,7.987856e-7,0.002736526,0.000016283959,0.55748004],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894387,0.00007190794,0.00017041308,0.0002938505,0.000374602,0.00014534657],"domain_scores_gemma":[0.9992537,0.0000064276564,0.00023909369,0.0003002164,0.00011001064,0.00009056009],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014998294,0.00015707112,0.00045478303,0.00046368263,0.000065255495,0.0000066179587,0.00014175083,0.00012679322,0.0023278391],"category_scores_gemma":[0.0000036343472,0.00017412228,0.0001952975,0.00020667711,0.00003400713,0.00014417607,0.00003993726,0.00019914676,0.0000068883146],"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":[0.013279922,0.0069148005,0.024626372,0.0066712894,0.0028749409,0.00305112,0.84382766,0.016711714,0.030172868,0.008961481,0.01732448,0.02558336],"study_design_scores_gemma":[0.00771274,0.0033046314,0.37653765,0.0008647645,0.004177258,0.0000074472796,0.5946698,0.0017964845,0.0040754727,0.0007893702,0.004980219,0.0010841329],"about_ca_topic_score_codex":0.59348464,"about_ca_topic_score_gemma":0.9430481,"teacher_disagreement_score":0.55535215,"about_ca_system_score_codex":0.00021012056,"about_ca_system_score_gemma":0.00026386927,"threshold_uncertainty_score":0.99858415},"labels":[],"label_agreement":null},{"id":"W6980942122","doi":"","title":"Deep Decarbonization in Cities: Greenhouse Gas Emissions Measurement, Monitoring, and Reporting","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Policy Transfer and Learning","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":"University of Waterloo","funders":"Mitacs","keywords":"Documentation; Milestone; Greenhouse gas; Scope (computer science); Best practice; Inclusion (mineral); Climate change; Action (physics); Global warming","score_opus":0.05144882763958328,"score_gpt":0.28995612908114216,"score_spread":0.23850730144155888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980942122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99684805,0.00011943024,0.000012943513,0.0002937098,0.00025577605,0.00016213342,0.000001765528,0.000104553284,0.002201621],"genre_scores_gemma":[0.87067455,0.0011099796,0.00016553108,0.0000021451608,0.00009305289,6.5854266e-7,0.00003717475,0.000027471926,0.12788945],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986229,0.00013882859,0.00022902012,0.00025644334,0.0004690058,0.00028380923],"domain_scores_gemma":[0.9992103,0.000042455158,0.00037121927,0.000113643124,0.00015006735,0.000112291695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008591562,0.0001286903,0.00027278354,0.00034639236,0.00049719546,0.000030277317,0.00016822209,0.00023877487,0.000031338874],"category_scores_gemma":[0.000394739,0.00016613732,0.00007068453,0.00038325164,0.00008583053,0.00017654398,0.000020461355,0.00024545845,0.0000048930574],"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":[0.000029971357,0.000020565527,0.059643265,0.00016062032,0.000035753943,0.00004123437,0.9339742,0.0000649217,0.0008183071,0.00012012415,0.000064446634,0.0050265742],"study_design_scores_gemma":[0.00031479925,0.000030243093,0.090166956,0.00067680073,0.0000753061,3.7930556e-7,0.9075366,0.00009555103,0.00018873044,0.00024601983,0.00043237366,0.00023620794],"about_ca_topic_score_codex":0.38454545,"about_ca_topic_score_gemma":0.579442,"teacher_disagreement_score":0.1948966,"about_ca_system_score_codex":0.00016833651,"about_ca_system_score_gemma":0.00020494926,"threshold_uncertainty_score":0.6774883},"labels":[],"label_agreement":null},{"id":"W6981001722","doi":"","title":"Detection of Feature Interactions in Automotive Active Safety Features","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Feature (linguistics); Frame (networking); Set (abstract data type); Matching (statistics); Representation (politics)","score_opus":0.009513002428409427,"score_gpt":0.2617353251422964,"score_spread":0.252222322713887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981001722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99303645,0.0001287866,0.000009385734,0.00049645314,0.00023827175,0.0005850349,0.00006478256,0.000023507415,0.005417346],"genre_scores_gemma":[0.6807155,0.000098367964,0.0000993037,0.000005538994,0.000028973054,9.3198906e-7,0.0005013595,0.000013653983,0.31853637],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988967,0.000096437136,0.00011875687,0.00025964127,0.0003638555,0.00026460062],"domain_scores_gemma":[0.9989133,0.000053216823,0.00023861002,0.00017833222,0.0005127627,0.000103780156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013115382,0.00019352756,0.00045478952,0.00069690647,0.00008635397,0.000004786214,0.0001165303,0.00023152406,0.0005135331],"category_scores_gemma":[0.000042603377,0.00020562069,0.00021250367,0.00035351116,0.0000851044,0.00024948324,0.000042527183,0.000677471,0.000021614082],"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":[0.024692636,0.0025686543,0.047281567,0.0030010822,0.0020795045,0.00021660987,0.35258028,0.000006977384,0.4219837,0.000078774094,0.0020097261,0.14350049],"study_design_scores_gemma":[0.0012803015,0.00028053386,0.7662206,0.0005297437,0.00032550533,0.000008703601,0.15800436,0.000009301717,0.07279012,0.000014380706,0.0004090453,0.00012739636],"about_ca_topic_score_codex":0.016294673,"about_ca_topic_score_gemma":0.091642864,"teacher_disagreement_score":0.71893907,"about_ca_system_score_codex":0.00023027406,"about_ca_system_score_gemma":0.00012562804,"threshold_uncertainty_score":0.9902559},"labels":[],"label_agreement":null},{"id":"W6981039577","doi":"","title":"The dependence of evaporative efficiency of vegetated surfaces on ground cover weight fractions in mesic ecosystems","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Ecosystem; Potential evaporation; Canopy; Evaporation; Cover (algebra); Range (aeronautics); Vegetation (pathology); Soil water","score_opus":0.01136391842918175,"score_gpt":0.192715161429499,"score_spread":0.18135124300031724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981039577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96688867,0.0016969845,0.000008630177,0.00038417382,0.0006735235,0.0003085928,0.00046263126,0.000051457624,0.029525353],"genre_scores_gemma":[0.66966605,0.00093751424,0.00004696753,0.0000026927144,0.000014418931,9.932834e-8,0.000059708735,0.000011529193,0.329261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904776,0.00022651195,0.00013801221,0.0002228435,0.0001713924,0.00019347873],"domain_scores_gemma":[0.9989767,0.00038671098,0.00036827524,0.00019247268,0.00004251795,0.00003329206],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025890395,0.00013037672,0.00033490377,0.0002382535,0.0001157862,0.0000022281974,0.0003342371,0.00025151862,0.0009457899],"category_scores_gemma":[0.000022173786,0.00010246519,0.00006935916,0.00029397893,0.0004974125,0.00007996631,0.00001583727,0.00017213057,0.00021476482],"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":[0.00091717084,0.0002486819,0.9361449,0.0003814768,0.0007094619,0.00015366221,0.018058276,0.008058236,0.00022763449,0.0009235976,0.032316856,0.0018600414],"study_design_scores_gemma":[0.0008587234,0.0006084596,0.9628593,0.000451973,0.000092984075,0.000008171317,0.016607337,0.0041528624,0.00006751285,0.0002630144,0.013689346,0.00034031752],"about_ca_topic_score_codex":0.20749015,"about_ca_topic_score_gemma":0.8120681,"teacher_disagreement_score":0.60457796,"about_ca_system_score_codex":0.000010276123,"about_ca_system_score_gemma":0.00007619171,"threshold_uncertainty_score":0.99996746},"labels":[],"label_agreement":null},{"id":"W6981062056","doi":"","title":"Development of Benzodithiophene (BDT)-Based Wide Bandgap Donor-Acceptor (D-A) Polymers Containing Novel Thiophene and Benzene Acceptor Building Blocks for Organic Solar Cells","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Electronics and Photovoltaics","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 Waterloo","keywords":"Organic solar cell; Polymer; Polymer solar cell; Band gap; Acceptor; Thiophene; Side chain; Energy conversion efficiency; Photovoltaic system; Intramolecular force","score_opus":0.00914786177981483,"score_gpt":0.19061616807928694,"score_spread":0.1814683062994721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981062056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99744433,0.00028738202,0.0007156269,0.000044111846,0.0006223344,0.000524568,0.00015983803,0.00017152239,0.000030308605],"genre_scores_gemma":[0.96468145,0.00031080152,0.022092573,0.000016717526,0.000084074185,0.0000052011214,0.0009000131,0.0002629323,0.011646223],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982766,0.00001478149,0.0003657508,0.00046757047,0.0003105615,0.0005647328],"domain_scores_gemma":[0.99888635,0.00015643392,0.0003215955,0.00028759762,0.0001823227,0.00016569122],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025466888,0.000471599,0.0007630467,0.00041502522,0.00028742893,0.000034578574,0.0004305016,0.0004767025,0.0002838862],"category_scores_gemma":[0.000019267449,0.0006045272,0.0001787026,0.00034092867,0.000045355882,0.00014007703,0.00007418044,0.00035409752,0.0000047890994],"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":[0.00020559352,0.000043182565,0.000056947767,0.0010943335,0.00041617957,0.0000031320885,0.026397955,0.0005715338,0.9700692,0.000021443593,0.00020594364,0.0009145514],"study_design_scores_gemma":[0.0016802486,0.0001791429,0.0003247363,0.00027849525,0.0002803613,5.9808536e-7,0.025631202,0.0020331591,0.9680936,0.000018371884,0.0008495003,0.0006306293],"about_ca_topic_score_codex":0.001573169,"about_ca_topic_score_gemma":0.015395935,"teacher_disagreement_score":0.032762844,"about_ca_system_score_codex":0.00023915549,"about_ca_system_score_gemma":0.00035421018,"threshold_uncertainty_score":0.9996406},"labels":[],"label_agreement":null},{"id":"W6981062255","doi":"","title":"Development of a Scalable Machining Feature Recognition System","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Healthcare Policy and Management","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":"University of Waterloo","funders":"","keywords":"Overfitting; CAD; Feature (linguistics); Pattern recognition (psychology); Crossover; Dropout (neural networks); Feature recognition; Scalability; Machining","score_opus":0.03972539804854933,"score_gpt":0.21958444505237296,"score_spread":0.17985904700382363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981062255","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":[0.9903096,0.00019086665,0.00003711555,0.0005967832,0.00057552994,0.0003138597,0.00022791736,0.00008061233,0.007667703],"genre_scores_gemma":[0.22403799,0.0002693028,0.012415163,0.000023331797,0.00006457808,0.0000037156954,0.0022612002,0.00006758914,0.7608571],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990928,0.000016983011,0.00028356034,0.00031496337,0.00006405467,0.00022759972],"domain_scores_gemma":[0.9990174,0.00001582109,0.00063716824,0.00019770586,0.00006683651,0.00006506586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038698522,0.00015211805,0.000500767,0.00055484247,0.00015308097,0.000010976894,0.00021554124,0.00025742446,0.000079616104],"category_scores_gemma":[0.00001406771,0.00021460859,0.00011782759,0.00025501626,0.000018174691,0.00010382099,0.0000534363,0.0001718363,0.00049986364],"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":[0.000463829,0.0002485002,0.0017366805,0.027599024,0.0013620424,0.00007655334,0.8279455,0.00005945592,0.00027308584,0.043290533,0.012505628,0.08443917],"study_design_scores_gemma":[0.0021804075,0.00020982677,0.038066946,0.0045198095,0.00018676763,0.0000028507025,0.88379157,0.001068709,0.0017999089,0.0022427675,0.0644221,0.0015083172],"about_ca_topic_score_codex":0.05644005,"about_ca_topic_score_gemma":0.048293702,"teacher_disagreement_score":0.76627165,"about_ca_system_score_codex":0.00018176061,"about_ca_system_score_gemma":0.00006351926,"threshold_uncertainty_score":0.96907246},"labels":[],"label_agreement":null},{"id":"W6981204237","doi":"","title":"Dissolved Organic Matter in the Canadian Arctic &amp; Sub-Arctic: Importance of DOM Quality &amp; Quantity in a Warming Climate","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada; ArcticNet; Government of Ontario; University of Waterloo; Association of Canadian Universities for Northern Studies","keywords":"Dissolved organic carbon; Permafrost; Aquatic ecosystem; Water quality; Arctic; Climate change; Surface water; Ecosystem","score_opus":0.031042890498265023,"score_gpt":0.224451984193297,"score_spread":0.19340909369503198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981204237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99607277,0.00044518174,0.0000040539494,0.00076620135,0.00037098792,0.00030907156,0.00018395217,0.0000055741175,0.0018422015],"genre_scores_gemma":[0.97390693,0.0004076866,0.00008476231,0.00005963724,0.000016286625,0.000001313458,0.00023141169,0.000020248188,0.02527172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845845,0.00006833403,0.00055493833,0.0004384558,0.000068367866,0.00041145144],"domain_scores_gemma":[0.99857396,0.00009790182,0.0007788625,0.00040149185,0.00007659296,0.0000711631],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009284567,0.0002115846,0.0009061428,0.00037726582,0.00020663485,0.000023155715,0.00047194405,0.00030819685,0.0005948425],"category_scores_gemma":[0.000103669896,0.00024980746,0.0002082004,0.00032011975,0.00011847921,0.00019042274,0.000048269725,0.00038123192,0.0004807706],"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":[0.000056138495,0.000060145958,0.8962791,0.00045539692,0.00004927266,0.0000037014895,0.09852704,0.000009858106,0.000017801534,0.0043849126,0.00013746653,0.00001919735],"study_design_scores_gemma":[0.00053687626,0.000016903761,0.9690794,0.000098837736,0.000020708016,3.2368627e-7,0.026373886,0.0000094495645,0.0000022077363,0.0016375234,0.0018913451,0.0003325503],"about_ca_topic_score_codex":0.9361463,"about_ca_topic_score_gemma":0.99784726,"teacher_disagreement_score":0.072800316,"about_ca_system_score_codex":0.0012413964,"about_ca_system_score_gemma":0.00011739982,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W6981295355","doi":"","title":"Ecological Interface Design in Neuro-Critical Care","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Healthcare Technology and Patient Monitoring","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":"University of Waterloo","keywords":"Interface (matter); Intensive care unit; Cognition; Variable (mathematics); Key (lock); Patient care; Intensive care","score_opus":0.04222645852608689,"score_gpt":0.30017777713633537,"score_spread":0.25795131861024845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981295355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99697495,0.00015706762,0.000012095532,0.0014480542,0.00068522413,0.000392642,0.000008397491,0.00018557163,0.00013599156],"genre_scores_gemma":[0.9480995,0.00011332481,0.0012038159,0.000017135204,0.000033255772,0.0000012316754,0.00015551307,0.000026191405,0.05035006],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99892193,0.000111389156,0.00014078827,0.00034682394,0.00017779385,0.0003012966],"domain_scores_gemma":[0.999225,0.00022718821,0.000069653215,0.00022825104,0.00014877382,0.000101140606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109166016,0.00017098716,0.00044268262,0.00042699007,0.00008497134,0.000003419915,0.00018184894,0.0007285102,0.00007287428],"category_scores_gemma":[0.0002327759,0.00019268903,0.00009380167,0.00026978264,0.00010010448,0.000052052772,0.00005364189,0.0007571885,0.000115403],"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":[0.006536955,0.0009847059,0.25057372,0.012639771,0.0002680069,0.008602284,0.65295553,0.00017909736,0.009680754,0.00044427472,0.00523769,0.051897187],"study_design_scores_gemma":[0.0016120664,0.0022665765,0.2717712,0.0016724967,0.00024021888,0.000015398431,0.7168947,0.00014083348,0.0045129457,0.00013128956,0.00032684594,0.00041543727],"about_ca_topic_score_codex":0.006093539,"about_ca_topic_score_gemma":0.016511763,"teacher_disagreement_score":0.06393915,"about_ca_system_score_codex":0.00014934102,"about_ca_system_score_gemma":0.00014199068,"threshold_uncertainty_score":0.9213951},"labels":[],"label_agreement":null},{"id":"W6981302036","doi":"","title":"Economic, Environmental, and Health Impact Analysis of Developing Hydrogen Economy in Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hybrid Renewable Energy Systems","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":"Renewable energy; Damages; Electricity; Energy engineering; Work (physics); Energy policy; Energy conservation; Energy (signal processing); Externality","score_opus":0.007928021658421925,"score_gpt":0.19952071353182643,"score_spread":0.1915926918734045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981302036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984521,0.0004215088,5.367623e-7,0.0001372589,0.000095744515,0.00012596083,0.00020081681,0.000007110728,0.00055893126],"genre_scores_gemma":[0.9691407,0.0003683947,0.00006601098,0.000012996118,0.000008330119,8.589911e-7,0.0023670858,0.000025385818,0.02801021],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.998796,0.000111271154,0.00030133835,0.00037972294,0.00013617377,0.00027550792],"domain_scores_gemma":[0.99897856,0.000028788942,0.0005921196,0.00028113447,0.000008044435,0.00011136895],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018183957,0.00022773742,0.00093518343,0.0007535647,0.000102419304,0.000005996515,0.00027793273,0.00008305771,0.0015377769],"category_scores_gemma":[8.7115154e-7,0.00029618718,0.00017143675,0.00017260601,0.000029408407,0.00011667488,0.00008032404,0.00012366782,0.0000031281643],"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":[0.00017973215,0.00006226821,0.22115445,0.00060128677,0.0072887596,0.000103255996,0.058915894,0.70534635,0.000698072,0.00043993062,0.0008727605,0.0043372754],"study_design_scores_gemma":[0.0019878484,0.00019609313,0.40974164,0.00018672356,0.0012495975,0.0000075064204,0.55665153,0.014505364,0.0026664822,0.00006642152,0.0112585705,0.0014821952],"about_ca_topic_score_codex":0.9996249,"about_ca_topic_score_gemma":0.9998878,"teacher_disagreement_score":0.69084096,"about_ca_system_score_codex":0.0045223557,"about_ca_system_score_gemma":0.0018373068,"threshold_uncertainty_score":0.99994904},"labels":[],"label_agreement":null},{"id":"W6981470147","doi":"","title":"An Empirical Evaluation of the Viability of the Serverless Paradigm for Scientific Workflows","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Legal case studies and regulations","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":"Blackberry (Canada)","funders":"","keywords":"Orchestration; Workflow; Container (type theory); Exploit; Provisioning; Locality; Software","score_opus":0.0528818319873116,"score_gpt":0.3223174717315885,"score_spread":0.26943563974427687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981470147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99468106,0.00003771297,0.0000021643143,0.0026829815,0.0011800618,0.0010014303,0.00009944563,0.000013497109,0.00030167153],"genre_scores_gemma":[0.92494196,0.000007231732,0.00005562589,0.0000027308286,0.000040901938,0.000001986465,0.0000751536,0.000007838583,0.07486658],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981383,0.00042556538,0.00014380693,0.00024839307,0.00087700185,0.00016694113],"domain_scores_gemma":[0.99827164,0.000105033534,0.00035858227,0.00043067912,0.0007955806,0.000038497823],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016766927,0.00009576594,0.00023352227,0.00007103986,0.0014215731,0.000020481433,0.0005864446,0.00017882738,0.00005132404],"category_scores_gemma":[0.00012393002,0.00006836428,0.00031644016,0.0007027549,0.0007940011,0.0001355614,0.00006084433,0.00010023514,0.0000013553733],"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":[0.00011972943,0.0002204232,0.014540858,0.00037994122,0.00014981891,2.0208358e-7,0.97307503,0.0014411738,0.0005721743,0.0032038025,0.002910315,0.0033865138],"study_design_scores_gemma":[0.00053599186,0.00005433193,0.4049277,0.00019943171,0.0006824062,5.6459868e-8,0.583249,0.0019215177,0.00044171902,0.0056020566,0.0022069784,0.0001788599],"about_ca_topic_score_codex":0.03746062,"about_ca_topic_score_gemma":0.5957611,"teacher_disagreement_score":0.5583005,"about_ca_system_score_codex":0.00012944947,"about_ca_system_score_gemma":0.0005760592,"threshold_uncertainty_score":0.99987847},"labels":[],"label_agreement":null},{"id":"W6981485986","doi":"","title":"Enantioselective Rh(I)-Catalyzed Conjugate Alkynylation of 5-Benzylidene Meldrum’s Acid with TMS-acetylene","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"American Environmental and Regional History","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":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; Liquation; TSG101; Dysgeusia; Fusible alloy; Emperipolesis; Durvalumab","score_opus":0.0042808085044451225,"score_gpt":0.16630785169043832,"score_spread":0.1620270431859932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981485986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99544156,0.00014941962,0.000047036498,0.00018577553,0.00006821629,0.00029694726,0.00003058285,0.000028107319,0.0037523475],"genre_scores_gemma":[0.81948423,0.00031879463,0.001816728,0.000019432127,0.000015283573,7.15746e-7,0.0005197751,0.00002955983,0.17779547],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985139,0.000056167693,0.00016926916,0.0004764057,0.00052533497,0.0002589462],"domain_scores_gemma":[0.9989704,0.000015834872,0.0005976782,0.0002818655,0.000026338827,0.00010788936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000085242995,0.00029606197,0.00049759645,0.00012411506,0.00018221194,0.0000032324065,0.0003382058,0.0002045632,0.00094127725],"category_scores_gemma":[0.0000029826285,0.00028807888,0.00016435927,0.00024876028,0.0010888503,0.00029297173,0.00006549347,0.00019334792,0.00013903149],"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":[0.0026146888,0.00067680917,0.0035261135,0.0002219558,0.00040420124,0.000083239094,0.120870434,0.0015703618,0.8506754,0.000072091636,0.0028998994,0.016384818],"study_design_scores_gemma":[0.003892004,0.002107826,0.4568783,0.000670039,0.0010156023,0.000031786014,0.25142467,0.00021624593,0.2773182,0.00029078883,0.0041455645,0.0020089296],"about_ca_topic_score_codex":0.026711054,"about_ca_topic_score_gemma":0.031659972,"teacher_disagreement_score":0.57335716,"about_ca_system_score_codex":0.00031381522,"about_ca_system_score_gemma":0.000039091432,"threshold_uncertainty_score":0.999972},"labels":[],"label_agreement":null},{"id":"W6981511888","doi":"","title":"Enhancing Real-Time Data Acquisition from Embedded Road Structural Health Monitoring Systems","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pancreatic and Hepatic Oncology 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":"Pavement management; Data acquisition; Instrumentation (computer programming); Scalability; Truck; Work (physics); Resource (disambiguation); Data management; Data collection","score_opus":0.0287260925821114,"score_gpt":0.315999488723072,"score_spread":0.2872733961409606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981511888","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":[0.9953678,0.0014984498,0.000005516325,0.000472749,0.0008398131,0.0006252616,0.00036090502,0.0001143067,0.00071515125],"genre_scores_gemma":[0.37137088,0.0019145204,0.0040766317,0.000009467017,0.00078809157,0.0000017059714,0.020690197,0.00007989731,0.6010686],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997992,0.0001493302,0.00027310514,0.0006384297,0.00055393396,0.00039324275],"domain_scores_gemma":[0.99836475,0.00008394543,0.0002936051,0.0008278433,0.00019204564,0.00023784276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037821272,0.0002625148,0.0010733227,0.00031589184,0.00022057536,0.000034337572,0.00041716723,0.0003370568,0.0003807359],"category_scores_gemma":[0.000026048805,0.00027153437,0.000111788184,0.0001887235,0.00007141228,0.0002159635,0.00016710843,0.00046987546,0.00025741453],"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":[0.005674227,0.0003299433,0.027309015,0.01965606,0.006536558,0.0025686054,0.623533,0.000031301992,0.27780098,0.00014288611,0.02431578,0.012101646],"study_design_scores_gemma":[0.0035196429,0.0011588655,0.17321776,0.013276725,0.0031960793,0.00006184404,0.7826721,0.019363072,0.0023297241,0.00013684703,0.0002088058,0.0008585265],"about_ca_topic_score_codex":0.29993322,"about_ca_topic_score_gemma":0.011668595,"teacher_disagreement_score":0.623997,"about_ca_system_score_codex":0.0004700417,"about_ca_system_score_gemma":0.0006992474,"threshold_uncertainty_score":0.99997365},"labels":[],"label_agreement":null},{"id":"W6981688071","doi":"","title":"Evaluating the development and use of a rapid wetland assessment tool (ABWRET-A) in policy implementation in Alberta, Canada","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cuban History 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":"Wetland; Bog; Calibration; Hydrology (agriculture); Marsh; Ecosystem services","score_opus":0.03487233896340937,"score_gpt":0.3097746157001263,"score_spread":0.27490227673671697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981688071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972035,0.000020433718,8.0093406e-7,0.0019741578,0.00007188602,0.00035932026,0.000010686065,0.0000030628953,0.00035612605],"genre_scores_gemma":[0.9690196,0.00009508627,0.001086544,0.000043274133,0.000019887213,0.0000017750156,0.00017526066,0.000007681888,0.029550878],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988308,0.000245647,0.0001738303,0.00018690903,0.00039107975,0.0001717348],"domain_scores_gemma":[0.99941325,0.00015864392,0.00023462753,0.00008078889,0.000068542104,0.000044120505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047948133,0.00010214942,0.0002265316,0.000096783966,0.00028230535,0.0000151930535,0.00015642153,0.000095604,0.00008688487],"category_scores_gemma":[0.000053261283,0.00010975752,0.000038422677,0.00026984134,0.00007434211,0.00016589808,0.000033026576,0.00015894718,3.1710073e-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":[0.00005217486,0.000018310615,0.023793109,0.0001043605,0.000032959786,0.0000038726384,0.9662313,0.000028368393,0.00025680612,0.000885187,0.00039022655,0.008203326],"study_design_scores_gemma":[0.0005818945,0.00004820522,0.21777774,0.00008457524,0.000029724835,7.1057364e-8,0.77509785,0.000120503675,0.000090010784,0.000029705752,0.005983284,0.00015641328],"about_ca_topic_score_codex":0.9942571,"about_ca_topic_score_gemma":0.99980253,"teacher_disagreement_score":0.19398464,"about_ca_system_score_codex":0.0007924181,"about_ca_system_score_gemma":0.00334267,"threshold_uncertainty_score":0.59297526},"labels":[],"label_agreement":null},{"id":"W6981693607","doi":"","title":"Exploring Ligand Structure and Thermodynamics of the Malachite Green RNA Aptamer","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"American and British Literature 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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Divalent metal; Ligand (biochemistry); Myoglobin; Context (archaeology)","score_opus":0.01591258477188177,"score_gpt":0.1700117053689145,"score_spread":0.15409912059703273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981693607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937696,0.00037262743,4.1247293e-7,0.00016443316,0.00022950234,0.0000904185,0.00017390047,0.000011492554,0.005187622],"genre_scores_gemma":[0.7426657,0.000121055426,0.000027425001,0.00001183534,0.000092901224,1.18974974e-7,0.000114857525,0.000013862963,0.25695223],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99938715,0.00003393925,0.00009540655,0.0001639077,0.00017347177,0.00014613052],"domain_scores_gemma":[0.9993624,0.000012739872,0.0002707669,0.00020025094,0.00011221156,0.000041639087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036522302,0.00016255943,0.0003269221,0.000121793084,0.00021224385,0.000028096243,0.00022020742,0.00008130078,0.00032282123],"category_scores_gemma":[0.0000019269194,0.00013369821,0.00016666939,0.0000599836,0.000277721,0.00028530258,0.000051634484,0.00020411925,0.0000019001166],"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":[0.0000827229,0.00003313428,0.0009578653,0.00038686494,0.00044096445,0.000004861105,0.9736974,0.0000029525563,0.0029875804,0.004739185,0.00019865607,0.016467812],"study_design_scores_gemma":[0.0005270741,0.000099059864,0.053706057,0.0006342241,0.0015937166,0.0000040636546,0.93327624,0.000109447195,0.0011972967,0.00041462795,0.007798407,0.00063977606],"about_ca_topic_score_codex":0.04445018,"about_ca_topic_score_gemma":0.11333058,"teacher_disagreement_score":0.2517646,"about_ca_system_score_codex":0.000013820371,"about_ca_system_score_gemma":0.00001677415,"threshold_uncertainty_score":0.96191293},"labels":[],"label_agreement":null},{"id":"W6981696425","doi":"","title":"Eventual Durability of ACID Transactions in Database Systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organizational Management and Leadership","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":"Blackberry (Canada)","funders":"","keywords":"Durability; Commit; Database transaction; Distributed transaction; Transaction processing; Compensating transaction; Correctness; Online transaction processing","score_opus":0.021017257125973993,"score_gpt":0.1978802160172732,"score_spread":0.17686295889129922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981696425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971726,0.000053369382,0.000060369224,0.00065316964,0.00070897647,0.00041664392,0.000045551267,0.0000867978,0.0008025203],"genre_scores_gemma":[0.843012,0.00002773843,0.000039966922,0.000009963853,0.000097651064,7.703549e-7,0.0016374993,0.000030780862,0.15514366],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99896437,0.000020870748,0.00020501451,0.00029452215,0.000326979,0.00018827304],"domain_scores_gemma":[0.99920064,0.000023978066,0.00032616378,0.000246675,0.00019120841,0.0000113141305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025969773,0.00017653027,0.00034306457,0.0007501615,0.00009540195,0.00003040672,0.00033495505,0.00015127001,0.0005730817],"category_scores_gemma":[0.000028494014,0.00021827426,0.000109070636,0.00087382516,0.000055478555,0.00073293387,0.000033853237,0.00017387238,0.0001737307],"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":[0.0065611736,0.006702446,0.18601525,0.1809848,0.003889316,0.0008270439,0.40446156,0.018062284,0.056882437,0.07437399,0.04781061,0.013429106],"study_design_scores_gemma":[0.0018750167,0.00003528169,0.116196364,0.0012985693,0.0006734752,4.1162684e-7,0.87347233,0.0029175964,0.00041387288,0.00035724998,0.0019746027,0.000785232],"about_ca_topic_score_codex":0.05891296,"about_ca_topic_score_gemma":0.09223014,"teacher_disagreement_score":0.46901077,"about_ca_system_score_codex":0.000045402106,"about_ca_system_score_gemma":0.000035804722,"threshold_uncertainty_score":0.94735384},"labels":[],"label_agreement":null},{"id":"W6981697025","doi":"","title":"Evaluation of a microlearning module on hypertension in Canada","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Pharmacy; Blood pressure; Infographic; Clinical Practice; Pharmacy practice; Consistency (knowledge bases); Variety (cybernetics)","score_opus":0.024019607110258738,"score_gpt":0.2007959272075279,"score_spread":0.17677632009726915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981697025","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":[0.9896442,0.00010300366,5.85347e-7,0.00020042417,0.00018075129,0.00046072784,0.00021365873,0.00012852938,0.0090680905],"genre_scores_gemma":[0.18159173,0.000045944413,0.00020278888,0.000007674074,0.000021700176,3.5694228e-7,0.00006586891,0.00066127535,0.81740266],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9977556,0.00031220494,0.00011367712,0.00037995007,0.0011736234,0.00026494576],"domain_scores_gemma":[0.99887955,0.000041460273,0.00039318315,0.0004003601,0.00022304757,0.00006239499],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006971142,0.00021776275,0.0004990104,0.00088205957,0.000035414534,0.0000025822142,0.00027705915,0.00019020519,0.0009440925],"category_scores_gemma":[0.00006766083,0.00026745326,0.000077808276,0.00044007786,0.00006773845,0.00005274678,0.00010373315,0.0002278945,0.00037119095],"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":[0.00043681578,0.00031820085,0.009048405,0.00047246736,0.000757683,0.0004271251,0.024265401,0.028564492,0.029274233,0.000037222424,0.89085996,0.015537992],"study_design_scores_gemma":[0.033659827,0.0012254468,0.20127589,0.020463621,0.0053266413,0.00002929924,0.43357995,0.2070561,0.008200915,0.00019659981,0.0834801,0.005505609],"about_ca_topic_score_codex":0.9987783,"about_ca_topic_score_gemma":0.999763,"teacher_disagreement_score":0.8083346,"about_ca_system_score_codex":0.0015015973,"about_ca_system_score_gemma":0.0010223684,"threshold_uncertainty_score":0.99997777},"labels":[],"label_agreement":null},{"id":"W6981723237","doi":"","title":"Exploring Radarsat-2 SAR Cross-Polarization Ratio Capability for Tundra Snow Depth Estimation Using Numerical and Deep Learning Approach","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Snow; Tundra; Snow field; Northern Hemisphere; Population; Snow cover; Vegetation (pathology); Arctic","score_opus":0.02369773532739019,"score_gpt":0.21509332754617072,"score_spread":0.19139559221878052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981723237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808572,0.00016780624,0.018137094,0.000036570887,0.00015193017,0.0003573914,0.00000926184,0.000044295764,0.0002384645],"genre_scores_gemma":[0.87465054,0.00014998298,0.053197898,0.000009457231,0.000041920273,0.0000019452257,0.0009925656,0.000059929203,0.070895776],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987843,0.000055968554,0.00014013003,0.0005186892,0.00029317732,0.00020773886],"domain_scores_gemma":[0.999526,0.000036418376,0.00020144969,0.00013321676,0.000012224882,0.000090680645],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013052128,0.00022221214,0.00027934415,0.0000841053,0.0004669435,0.000020497753,0.0001428684,0.00014737673,0.000090579066],"category_scores_gemma":[0.000016476472,0.00024977722,0.00011849919,0.00014799037,0.0007225938,0.0005883942,0.00009427229,0.00023065394,0.000023189958],"study_design_candidate":"simulation_or_modeling","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":[0.0008029872,0.00040461434,0.024529178,0.0019196952,0.00024378848,0.000022004031,0.48428625,0.3700283,0.028840302,0.00017178616,0.00015770111,0.0885934],"study_design_scores_gemma":[0.00089221593,0.00033775336,0.102686614,0.00022611946,0.0005271111,0.000015103494,0.23233679,0.6571922,0.0013419149,0.00022311251,0.00311609,0.0011050275],"about_ca_topic_score_codex":0.016398672,"about_ca_topic_score_gemma":0.0015367076,"teacher_disagreement_score":0.28716385,"about_ca_system_score_codex":0.0004922336,"about_ca_system_score_gemma":0.000019946472,"threshold_uncertainty_score":0.99999547},"labels":[],"label_agreement":null},{"id":"W6981731650","doi":"","title":"Examining Worsening Positive Symptoms During the COVID-19 Pandemic in Older Adult Home Care Clients in Ontario","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Biological Control of Invasive Species","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":"Regional Municipality of Waterloo","funders":"","keywords":"Loneliness; Pandemic; Mental health; Social isolation; Psychological distress; Distress; Population; Isolation (microbiology); Older people","score_opus":0.02385139071128849,"score_gpt":0.20707848101161352,"score_spread":0.18322709030032502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981731650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985677,0.00009081764,3.9209738e-8,0.0004581175,0.00016799022,0.00043559383,0.0000501103,0.00006265008,0.00016698634],"genre_scores_gemma":[0.9405153,0.00006965183,0.000008920904,0.00007560285,0.000032988737,0.0000025046395,0.00062926405,0.0000026944292,0.058663107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998393,0.00017881134,0.00020395762,0.0005264248,0.00027153498,0.0004262549],"domain_scores_gemma":[0.9990824,0.00033367894,0.00025957898,0.00008754441,0.00013017832,0.00010663227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001810303,0.00026933243,0.0004554977,0.0001039518,0.00029598013,0.000033532855,0.0005674085,0.00042517533,0.00024645598],"category_scores_gemma":[0.00008654819,0.00012731015,0.00015084815,0.00043652067,0.00012309104,0.00013190792,0.00014823955,0.0006377346,0.000024438694],"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":[0.00032813926,0.00003126389,0.860829,0.000058018544,0.000035498168,0.00013399795,0.12516938,0.000047978803,0.0114527615,0.000018112101,0.000019485207,0.0018763911],"study_design_scores_gemma":[0.0004958572,0.000106975705,0.7209422,0.00020091743,0.000017525766,0.0000017983104,0.27792576,0.0000022456184,0.000040243387,0.000024559773,0.000035080047,0.00020687953],"about_ca_topic_score_codex":0.62986386,"about_ca_topic_score_gemma":0.993556,"teacher_disagreement_score":0.36369216,"about_ca_system_score_codex":0.0006979313,"about_ca_system_score_gemma":0.00005363186,"threshold_uncertainty_score":0.51915574},"labels":[],"label_agreement":null},{"id":"W6981736621","doi":"","title":"Exponential Stability of Maxwell’s Equations","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"History of Medicine 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":"Blackberry (Canada)","funders":"","keywords":"Exponential stability; Bounded function; Multiplier (economics); Exponential growth; Exponential function; Norm (philosophy); Stability (learning theory); Stability theory","score_opus":0.02717421087343062,"score_gpt":0.20641450788425306,"score_spread":0.17924029701082245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981736621","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":[0.9573014,0.0007660362,0.0000035751038,0.00065625185,0.0020894923,0.00024255527,0.0001857612,0.00006833971,0.038686585],"genre_scores_gemma":[0.3204457,0.00005392293,0.000063372376,0.0000035968678,0.00014418307,4.4884553e-7,0.0005538987,0.000018412547,0.6787165],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99905807,0.000041260304,0.00017005975,0.000253877,0.00032808055,0.000148637],"domain_scores_gemma":[0.9991815,0.000053224492,0.00020853781,0.00023866976,0.00027384196,0.00004424415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014002867,0.00017640616,0.00042070998,0.00027486117,0.00025702847,0.000010696444,0.00022730253,0.00009072926,0.0048095966],"category_scores_gemma":[0.00002481352,0.00019078354,0.00021588131,0.00004260597,0.00048784292,0.000120850724,0.00004565716,0.00020159381,0.00010361683],"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":[0.00008355181,0.00007410649,0.000012841255,0.001149132,0.000210368,0.000010836854,0.96832305,9.806024e-7,0.000715409,0.010887046,0.017779859,0.00075284584],"study_design_scores_gemma":[0.00027897558,0.00014000651,0.00009835811,0.00033911524,0.00050218706,1.6127993e-7,0.9132093,0.000024756031,0.00038947776,0.00033075386,0.08448138,0.00020553167],"about_ca_topic_score_codex":0.038450964,"about_ca_topic_score_gemma":0.3228786,"teacher_disagreement_score":0.6400299,"about_ca_system_score_codex":0.00007145705,"about_ca_system_score_gemma":0.000096104464,"threshold_uncertainty_score":0.9961001},"labels":[],"label_agreement":null},{"id":"W6981747166","doi":"","title":"Exploring Young Women’s Conceptualization of Sexuality: A Narrative Inquiry","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Reformation and Early Modern Christianity","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":"Human sexuality; Conceptualization; Reproductive health; Social constructionism; Public health; Narrative; Narrative inquiry","score_opus":0.07507043559692379,"score_gpt":0.23664327356948223,"score_spread":0.16157283797255845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981747166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99379027,0.00008964273,0.000019558964,0.00008945505,0.001472061,0.00017775592,0.000072691,0.000077571225,0.0042110183],"genre_scores_gemma":[0.6270933,0.00011446823,0.000028451886,0.000007465854,0.00016247456,0.0000021198887,0.0006015373,0.000021317444,0.37196887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99899477,0.00006710562,0.00021719093,0.00022781134,0.00030751852,0.00018560661],"domain_scores_gemma":[0.99908274,0.0000165441,0.0003260071,0.0001821554,0.00032997338,0.000062555504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015425884,0.00019841263,0.00039312863,0.00023886186,0.0002398343,0.000059076163,0.00018670184,0.00011068843,0.0018711991],"category_scores_gemma":[0.000011391362,0.0002077619,0.000117235766,0.000071108174,0.00023951709,0.00077939493,0.000039463903,0.00020076611,0.000079198064],"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":[0.000094050236,0.000039448954,0.00001575691,0.0009021033,0.00014102356,0.000005186385,0.98679644,0.000019126652,0.00010994085,0.009904332,0.0011342085,0.0008384026],"study_design_scores_gemma":[0.0002462053,0.000103885366,0.00019391364,0.00028243096,0.00006885268,4.5156958e-7,0.9933668,0.00016612581,0.00027479875,0.00037797715,0.0047065737,0.00021198044],"about_ca_topic_score_codex":0.031266037,"about_ca_topic_score_gemma":0.06850246,"teacher_disagreement_score":0.36775783,"about_ca_system_score_codex":0.0001381554,"about_ca_system_score_gemma":0.000081636754,"threshold_uncertainty_score":0.9990412},"labels":[],"label_agreement":null},{"id":"W6981758941","doi":"","title":"Examining the bidirectional associations between adiposity and cognitive function using population-level data","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Association (psychology); Stroop effect; Longitudinal study; Mediation; Effects of sleep deprivation on cognitive performance; Function (biology); Cognitive flexibility","score_opus":0.09843613517927173,"score_gpt":0.29685595147273636,"score_spread":0.1984198162934646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981758941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99528104,0.00024700415,0.00016277815,0.00037377694,0.00060085696,0.00041698298,0.0024435217,0.000058984573,0.00041502903],"genre_scores_gemma":[0.9487288,0.00014904932,0.00043967503,0.000016389673,0.00033873663,0.0000011688908,0.021990476,0.000019554043,0.028316176],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983068,0.0004447897,0.00012773374,0.00040514977,0.0005212168,0.00019429285],"domain_scores_gemma":[0.9987912,0.00026221224,0.00041048022,0.00029095286,0.00017972382,0.00006539056],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00096071116,0.00013544729,0.00022913881,0.00019447245,0.003503346,0.00007134899,0.0005365145,0.00022278952,0.00026382736],"category_scores_gemma":[0.00035489004,0.00015786257,0.000048391328,0.0003697846,0.00013039907,0.0008229908,0.00038472394,0.00037327397,0.000004142824],"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":[0.0004975071,0.00024929715,0.30927768,0.00021061911,0.0022324584,0.000009825252,0.6267227,0.00002684915,0.000333277,0.002852662,0.0037544456,0.05383271],"study_design_scores_gemma":[0.00029172222,0.0000468181,0.7294571,0.00005527225,0.001212647,4.7349275e-7,0.26623827,0.00013332572,0.000007962369,0.0011753886,0.0011564168,0.00022460026],"about_ca_topic_score_codex":0.49115935,"about_ca_topic_score_gemma":0.38107523,"teacher_disagreement_score":0.42017943,"about_ca_system_score_codex":0.00017523799,"about_ca_system_score_gemma":0.00020164668,"threshold_uncertainty_score":0.997794},"labels":[],"label_agreement":null},{"id":"W6981765107","doi":"","title":"An experimental study of single hole spin qubit coherence in a GaAs/AlGaAs double quantum dot device","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ethics in Clinical 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":"University of Waterloo","keywords":"Coherence (philosophical gambling strategy); Qubit; Rabi cycle; Coherence time; Context (archaeology); Spin (aerodynamics); Quantum dot; Quantum tunnelling; Quantum","score_opus":0.16834670546950928,"score_gpt":0.4358706247411172,"score_spread":0.2675239192716079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981765107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99662006,0.00034983945,5.353985e-7,0.00037436213,0.00025445432,0.0011368692,0.000015604257,0.000047035464,0.0012012599],"genre_scores_gemma":[0.8932497,0.000049074242,0.0002928758,0.000011325622,0.000031241394,0.000002882441,0.00017410252,0.000040466093,0.10614834],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972121,0.00014388537,0.00037823315,0.00072782923,0.0011885553,0.00034937233],"domain_scores_gemma":[0.99803805,0.00032571002,0.00024901738,0.0007114284,0.0004656722,0.00021012123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000983359,0.0002716723,0.00080825546,0.0005582844,0.00008164414,0.000026108488,0.0005868784,0.0006387665,0.0003574164],"category_scores_gemma":[0.00013084701,0.00029816653,0.00016112426,0.00053410116,0.00022413526,0.00017942517,0.0001709536,0.0015713614,0.000074429256],"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":[0.0068478715,0.01205394,0.0064920774,0.0038629174,0.0003352481,0.0010130552,0.5627628,0.000046078447,0.40495482,0.0010174167,0.00028645247,0.00032729024],"study_design_scores_gemma":[0.005198397,0.008627827,0.0075142193,0.002573916,0.0002620279,0.000003019068,0.9201594,0.00020934039,0.054687813,0.00038175366,0.000042573647,0.00033974144],"about_ca_topic_score_codex":0.12946405,"about_ca_topic_score_gemma":0.349394,"teacher_disagreement_score":0.35739654,"about_ca_system_score_codex":0.00025119502,"about_ca_system_score_gemma":0.0004631523,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W6981769654","doi":"","title":"An exploratory analysis of the cost-effectiveness of a multi-cancer early detection blood test in Ontario, Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Test (biology); Cancer screening; Univariate; Multivariate analysis; Public health; Christian ministry; Screening test","score_opus":0.024139358751407457,"score_gpt":0.2259820941975833,"score_spread":0.20184273544617584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981769654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99900395,0.000065405,4.0864612e-7,0.00007197436,0.00040203836,0.00023578943,0.00017286597,0.000010347938,0.00003724948],"genre_scores_gemma":[0.95861846,0.000040096376,0.0000043189,0.0000028284494,0.000007980986,0.0000026310247,0.000100650694,0.0000079237925,0.04121512],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992582,0.00013511407,0.00012621173,0.00020377521,0.00013661041,0.00014007936],"domain_scores_gemma":[0.99917614,0.00011260873,0.0002697606,0.00017811325,0.00024359567,0.000019797884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013689224,0.00013941512,0.0004964406,0.00031055554,0.00021423053,0.0000022187357,0.00020615393,0.00013170052,0.00020530776],"category_scores_gemma":[0.00001200795,0.00012115829,0.00014311573,0.0001968744,0.0021124813,0.00008047695,0.000044735432,0.00021032644,5.2587916e-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":[0.00035981566,0.00022694911,0.32348716,0.000263073,0.0024915007,0.00001693211,0.67145735,0.00013493017,0.0008194768,0.0004703896,0.00004488192,0.00022752219],"study_design_scores_gemma":[0.0003712911,0.0001252202,0.5208264,0.000108376036,0.0012329258,5.640783e-8,0.47475773,0.000033099102,0.0024110177,0.000013838268,0.000023155648,0.000096855525],"about_ca_topic_score_codex":0.99961495,"about_ca_topic_score_gemma":0.99999934,"teacher_disagreement_score":0.19733927,"about_ca_system_score_codex":0.00012076185,"about_ca_system_score_gemma":0.0002927029,"threshold_uncertainty_score":0.7783525},"labels":[],"label_agreement":null},{"id":"W6981770546","doi":"","title":"Exploring Toronto's Inner Frontier","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Education, Philosophy, and Society","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":"Abandonment (legal); Witness; Redevelopment; State (computer science); Frontier; Slum; Urban regeneration; Public policy","score_opus":0.06667719578950512,"score_gpt":0.2231894298269774,"score_spread":0.15651223403747228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981770546","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":[0.96405697,0.00019690313,2.2697132e-7,0.00062860164,0.004107345,0.00014886708,0.000048865106,0.00013333556,0.030678857],"genre_scores_gemma":[0.05362377,0.00081788003,0.000083987514,0.000019526837,0.00080892356,0.0000016656571,0.00072452094,0.000042441734,0.9438773],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991531,0.000030904437,0.00010902096,0.00026939277,0.00022581615,0.00021181055],"domain_scores_gemma":[0.9992937,0.000023947772,0.00014986243,0.00025163763,0.00022511823,0.000055766875],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009443328,0.00019422341,0.00029646058,0.000086982574,0.00046510182,0.000049540464,0.00027500046,0.000120179975,0.0032676272],"category_scores_gemma":[0.000006461313,0.00022342612,0.00022198781,0.000035131114,0.00011349704,0.00064855674,0.000031117514,0.0001585133,0.00019556719],"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":[0.000022264223,0.00004469016,0.00007023911,0.00019121585,0.00013227109,0.0000030979209,0.9534155,0.0000010065959,0.000023971135,0.011284863,0.034024253,0.0007865925],"study_design_scores_gemma":[0.00018866158,0.00003932571,0.0021941878,0.00011280364,0.0001162942,7.979881e-8,0.94201356,0.0000046726777,0.000031534342,0.0006729624,0.05436594,0.00025998792],"about_ca_topic_score_codex":0.20963724,"about_ca_topic_score_gemma":0.5550182,"teacher_disagreement_score":0.9131984,"about_ca_system_score_codex":0.00012190116,"about_ca_system_score_gemma":0.000065164815,"threshold_uncertainty_score":0.99764353},"labels":[],"label_agreement":null},{"id":"W6981773965","doi":"","title":"Fabrication of High Solid Silicon Microneedles Based on Anisotropic Etching by Potassium Hydroxide","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advancements in Transdermal Drug Delivery","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":false,"ca_institutions":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Fabrication; Etching (microfabrication); Scanning electron microscope; Reactive-ion etching; Silicon; Potassium hydroxide; Aspect ratio (aeronautics); Isotropic etching","score_opus":0.028498961457848266,"score_gpt":0.31513100986751486,"score_spread":0.2866320484096666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981773965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966232,0.00012862176,0.00011159563,0.0006957726,0.0010940003,0.00044492338,0.00053122727,0.000108131884,0.00026251253],"genre_scores_gemma":[0.8629725,0.00045698253,0.00036991606,0.00014160773,0.00005285752,0.0000024010913,0.0028460578,0.00006291689,0.13309474],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99824405,0.00027910824,0.00028997473,0.00049019454,0.00030944854,0.00038725534],"domain_scores_gemma":[0.99856377,0.00024117378,0.00055814174,0.00032262402,0.00019219785,0.00012207763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020045984,0.00035306747,0.0005668865,0.0003918435,0.00025045365,0.0000067583114,0.0004445348,0.0006469973,0.0005611992],"category_scores_gemma":[0.000025158815,0.0004434092,0.00019921976,0.00025197817,0.00018647422,0.00014469473,0.000044754863,0.00074996817,0.00012912738],"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":[0.0038675775,0.0012997619,0.0018129011,0.0021156662,0.0009566887,0.0001193813,0.049539685,0.0331929,0.87167346,0.00016208076,0.023212513,0.012047352],"study_design_scores_gemma":[0.0098409485,0.0011599271,0.015054249,0.0008274302,0.0021589217,0.0000028030977,0.08115536,0.02595637,0.8545827,0.00041521262,0.007101095,0.0017449794],"about_ca_topic_score_codex":0.008112206,"about_ca_topic_score_gemma":0.0029444946,"teacher_disagreement_score":0.1336507,"about_ca_system_score_codex":0.00015567311,"about_ca_system_score_gemma":0.000098449906,"threshold_uncertainty_score":0.99980175},"labels":[],"label_agreement":null},{"id":"W6981787046","doi":"","title":"Fatty Acyl-Specific Macrolipidomics and Microlipidomics for Nutritional Research","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Innovations in Educational 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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Danmarks Tekniske Universitet; University of Waterloo; Government of Ontario","keywords":"Lipidomics; Docosahexaenoic acid; Analyte; Polyunsaturated fatty acid; Fatty acid; Tandem mass spectrometry; Profiling (computer programming); Human health","score_opus":0.06468331948420239,"score_gpt":0.3636852356872154,"score_spread":0.299001916203013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981787046","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":[0.98749435,0.00030907473,0.00015986967,0.0045229355,0.0026655537,0.0012717943,0.0002830774,0.000031168645,0.0032622016],"genre_scores_gemma":[0.022065602,0.0030273874,0.17005542,0.00006053551,0.0017095555,0.000013128504,0.0022305911,0.00007446457,0.8007633],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99805915,0.00033173768,0.00017976541,0.00044570063,0.0005565688,0.00042705343],"domain_scores_gemma":[0.99683815,0.0008175559,0.00023770132,0.00026904405,0.0017491148,0.00008843352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021730606,0.00016722805,0.0003409795,0.0006466449,0.0012042187,0.00006896558,0.0005478153,0.00051261333,0.00017999801],"category_scores_gemma":[0.00021151153,0.0002278083,0.00012669587,0.00053119217,0.0005875813,0.0002463707,0.000060637907,0.00042836595,0.00003874039],"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":[0.0014498802,0.00038020016,0.001185165,0.0009276514,0.00020148365,0.000002228241,0.516867,0.000011698056,0.013235605,0.38290873,0.06942404,0.013406306],"study_design_scores_gemma":[0.0014503247,0.00009022136,0.003862316,0.00022174159,0.000060525243,0.0000012512097,0.7207854,0.000042883203,0.0011511727,0.022011226,0.24987893,0.000444052],"about_ca_topic_score_codex":0.0084633585,"about_ca_topic_score_gemma":0.011564333,"teacher_disagreement_score":0.9654287,"about_ca_system_score_codex":0.00036200433,"about_ca_system_score_gemma":0.00075899425,"threshold_uncertainty_score":0.9981394},"labels":[],"label_agreement":null},{"id":"W6981915317","doi":"","title":"Flow and Sediment Routing in Urban Channels with Flashy Hydrographs","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Impervious surface; Floodplain; Hydrograph; Hydrology (agriculture); Sediment; Urbanization; Sediment transport; Erosion; Surface runoff","score_opus":0.008312593961391494,"score_gpt":0.21120263045102805,"score_spread":0.20289003648963655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981915317","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":[0.99586976,0.000117122705,0.0000016747073,0.00047799226,0.00031388344,0.00025111213,0.000009600827,0.0000780632,0.002880798],"genre_scores_gemma":[0.41517767,0.00062846544,0.00066720304,0.000020881775,0.000105874824,0.0000012392309,0.00012871106,0.000032666732,0.5832373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987834,0.00009831485,0.000085390835,0.0003420892,0.0003652693,0.0003255121],"domain_scores_gemma":[0.99945146,0.000043525128,0.00019254115,0.00012694277,0.00007028603,0.00011521897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003173536,0.00016426321,0.00032912884,0.0002068867,0.0005459691,0.00002410431,0.0002147824,0.00020012892,0.00004434383],"category_scores_gemma":[0.000010258023,0.00018997182,0.000100696416,0.000515951,0.00043415607,0.000161492,0.000025442976,0.00021132598,0.00001407621],"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":[0.000052110267,0.00003267646,0.0039596916,0.00007127339,0.00005960993,0.000029872213,0.9908914,0.000032959113,0.00007122299,0.00012304183,0.0026894999,0.0019866466],"study_design_scores_gemma":[0.00041986813,0.000092089234,0.0043818923,0.0002287805,0.00006584703,1.7610583e-7,0.99023485,0.00021283714,0.000022009375,0.000031762527,0.004043743,0.00026612388],"about_ca_topic_score_codex":0.17388137,"about_ca_topic_score_gemma":0.29896986,"teacher_disagreement_score":0.58069205,"about_ca_system_score_codex":0.00015785854,"about_ca_system_score_gemma":0.00014723926,"threshold_uncertainty_score":0.8316198},"labels":[],"label_agreement":null},{"id":"W6981983062","doi":"","title":"Geographic and Demographic Suitability of Cycling in North American Cities","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cycling; Demographics; Work (physics); Demographic change; Journey to work; Distribution (mathematics)","score_opus":0.004912209428971015,"score_gpt":0.20088084409707435,"score_spread":0.19596863466810333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981983062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99923843,0.00036348592,0.0000012018628,0.000028585091,0.00007027952,0.00015614754,0.000078631565,0.0000055782534,0.000057659538],"genre_scores_gemma":[0.99213535,0.0013647483,0.00033646368,0.0000036406434,0.000009354823,3.169998e-7,0.0007460612,0.000015117993,0.0053889463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990878,0.000084279236,0.00015209195,0.00035575815,0.0001412068,0.00017887448],"domain_scores_gemma":[0.99927557,0.000016478498,0.00030891522,0.00028702017,0.00007099851,0.000041020114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013129757,0.00016116913,0.0003606481,0.00025090761,0.00007617032,0.000005120346,0.00024002173,0.00011048065,0.00003162921],"category_scores_gemma":[0.000019333176,0.00020395347,0.00012663152,0.00028908436,0.00037000637,0.0000063000875,0.00009953581,0.00015028828,1.8397728e-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":[0.00035115198,0.000050285573,0.9694645,0.00030537002,0.0000813593,0.000006060522,0.0057849917,0.000011253838,0.023217151,0.000010220868,0.00001595508,0.00070173363],"study_design_scores_gemma":[0.00024520606,0.00019286422,0.92069626,0.00003287552,0.000049341183,7.905116e-7,0.076775454,0.0000046766827,0.0017268753,0.000014643481,0.000082276456,0.00017874745],"about_ca_topic_score_codex":0.023056043,"about_ca_topic_score_gemma":0.37142006,"teacher_disagreement_score":0.348364,"about_ca_system_score_codex":0.000012784448,"about_ca_system_score_gemma":0.00005292672,"threshold_uncertainty_score":0.9834495},"labels":[],"label_agreement":null},{"id":"W6982022972","doi":"","title":"Governing Carbon Removal: Deploying Direct Air Capture Amidst Canada’s Energy Transition","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban, Neighborhood, and Segregation 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":"Environment and Climate Change Canada","keywords":"Context (archaeology); Climate change mitigation; Carbon capture and storage (timeline); Resource (disambiguation); Energy transition; Climate change; Greenhouse gas; Energy policy","score_opus":0.011651442559906197,"score_gpt":0.2039040967574294,"score_spread":0.19225265419752322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982022972","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":[0.9530718,0.0006936337,0.000007557905,0.0035684255,0.0014524435,0.00023128811,0.00014324948,0.0003875893,0.040444016],"genre_scores_gemma":[0.39059952,0.0006461136,0.000045042183,0.00005030724,0.00012541484,6.4732603e-7,0.00036748758,0.0000342849,0.6081312],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980684,0.00018513468,0.00014902136,0.00040655246,0.0007960095,0.00039488974],"domain_scores_gemma":[0.99901897,0.000124379,0.00028218934,0.00017559477,0.0002716492,0.00012724122],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020962811,0.00024880987,0.00045964716,0.0001884361,0.0009839943,0.000022413727,0.000300007,0.0003323765,0.00005263501],"category_scores_gemma":[0.000050853014,0.0003077543,0.00016215026,0.00039187592,0.00012505963,0.00016206084,0.000025581938,0.00022473493,0.000005908792],"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":[0.00013292232,0.000031107098,0.000735699,0.00021078024,0.00036542787,0.0002597776,0.9732474,0.00020791752,0.00033417763,0.00062090677,0.021864068,0.0019897774],"study_design_scores_gemma":[0.00036780254,0.00002670479,0.0044970373,0.0002572494,0.0002706178,7.811055e-7,0.9529803,0.00020977428,0.00015739283,0.000055111035,0.04068534,0.0004919325],"about_ca_topic_score_codex":0.9981571,"about_ca_topic_score_gemma":0.9997239,"teacher_disagreement_score":0.56768715,"about_ca_system_score_codex":0.0006520247,"about_ca_system_score_gemma":0.00095232466,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W6982058931","doi":"","title":"Graphene Based Membranes for High Salinity, Produced Water Treatment by Pervaporation Separation","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; Abu Dhabi National Oil Company","keywords":"Pervaporation; Membrane; Produced water; Graphene; Aqueous solution; Membrane technology; Water treatment; Oxide; Wastewater; Hydrolysis","score_opus":0.016485063794956213,"score_gpt":0.23331180053263656,"score_spread":0.21682673673768035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982058931","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":[0.9960426,0.000021175223,0.000053516276,0.0018113101,0.00024068574,0.001271494,0.00014083,0.00031934655,0.00009905075],"genre_scores_gemma":[0.47207177,0.00016526885,0.0014892848,0.000025542146,0.000031550095,0.000030060073,0.017140275,0.00006503122,0.5089812],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99839044,0.0000664911,0.00021608318,0.0006444579,0.00037084232,0.00031169067],"domain_scores_gemma":[0.9991205,0.00004639401,0.00026981198,0.00043810072,0.00006418505,0.000061030078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019708055,0.0003316013,0.00041510572,0.00020843217,0.0003317438,0.000032059193,0.0003451224,0.00038722792,0.0008181768],"category_scores_gemma":[0.000020417814,0.00030542945,0.00018085263,0.0002491105,0.00012425671,0.00041740696,0.000046275087,0.000098045726,0.00038202584],"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":[0.0009322114,0.00039808918,0.0006413698,0.00070390385,0.00018700988,0.0000093811595,0.039148554,0.0032325124,0.9194767,0.0000641361,0.03193852,0.0032676132],"study_design_scores_gemma":[0.0013031951,0.00058431935,0.0009569967,0.00003811539,0.0002230552,3.3578445e-7,0.017255824,0.0010449875,0.97494555,0.000558006,0.002626266,0.0004633575],"about_ca_topic_score_codex":0.024813846,"about_ca_topic_score_gemma":0.04807362,"teacher_disagreement_score":0.52397084,"about_ca_system_score_codex":0.00022742109,"about_ca_system_score_gemma":0.000032868687,"threshold_uncertainty_score":0.9999398},"labels":[],"label_agreement":null},{"id":"W6982212146","doi":"","title":"High Surface Area Cu/γ-Al2O3 Catalyst Synthesized by Reverse Microemulsion Method for CO2 Conversion via Reverse Water Gas Shift","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Physiological and biochemical adaptations","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":"Catalysis; Microemulsion; Water-gas shift reaction; Adsorption; Space velocity; Selectivity; Carbon monoxide","score_opus":0.008798738657175975,"score_gpt":0.19869236605409762,"score_spread":0.18989362739692164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982212146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99663717,0.00003791748,0.00035734367,0.0016451613,0.00020449351,0.0005273422,0.00045303174,0.00005165771,0.00008587415],"genre_scores_gemma":[0.516982,0.00024052824,0.034694914,0.00022301616,0.000041304178,0.0000041154426,0.017421765,0.00006023065,0.4303321],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99793965,0.00015138273,0.00023385402,0.0008469761,0.00036467685,0.00046346607],"domain_scores_gemma":[0.9989058,0.00015845078,0.00026532458,0.00039229635,0.00007181243,0.00020634432],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021534762,0.00039329627,0.0006666216,0.00004934729,0.00032859543,0.000019807105,0.00052660384,0.0004940166,0.0040100287],"category_scores_gemma":[0.000031174884,0.0003347902,0.00039440105,0.00019009816,0.00019831485,0.00024827066,0.0002522558,0.0002731268,0.00029831644],"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":[0.0005306712,0.00019220726,0.000041883104,0.00019771319,0.0000641092,0.000016870705,0.0060945614,0.00009781804,0.96882385,0.0000035931653,0.023619646,0.00031705195],"study_design_scores_gemma":[0.0013534686,0.00017910224,0.00051154994,0.00015925596,0.00049671903,0.0000026103803,0.014430858,0.00079901604,0.97038054,0.00048633144,0.010446148,0.00075442356],"about_ca_topic_score_codex":0.061066724,"about_ca_topic_score_gemma":0.006602629,"teacher_disagreement_score":0.47965515,"about_ca_system_score_codex":0.00021031761,"about_ca_system_score_gemma":0.000019017341,"threshold_uncertainty_score":0.9999104},"labels":[],"label_agreement":null},{"id":"W6982231934","doi":"","title":"A Homogeneity-based Zone Delineation Model for Land Use and Transportation Interaction Analysis: Investigating the Case of Light Rail Transit (LRT) Development in Kitchener – Waterloo","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine and coastal plant 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":"Land use; Transportation planning; Land-use planning; Space (punctuation); Urban planning; Homogeneous; Unit (ring theory); Quality (philosophy); Measure (data warehouse)","score_opus":0.019242121243285778,"score_gpt":0.19907681410635109,"score_spread":0.1798346928630653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982231934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960076,0.000057622434,0.003180209,0.00022668092,0.00003820453,0.00023386555,0.00024061624,0.0000073946144,0.000007758737],"genre_scores_gemma":[0.9688725,0.000038194696,0.0053018974,0.000024660512,0.000008321732,7.913567e-7,0.014726286,0.000004073617,0.011023314],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992039,0.00006878773,0.00022883811,0.00026419424,0.00009642777,0.00013780424],"domain_scores_gemma":[0.99938506,0.00008511608,0.00022496987,0.00010120244,0.00014811115,0.000055547196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000193461,0.00015165539,0.00032872078,0.0002829705,0.00012613098,0.000020380154,0.00008361288,0.00016108686,0.000046017372],"category_scores_gemma":[0.000011549729,0.00012962648,0.000098788085,0.00025919406,0.000033377408,0.00020456364,0.0000029348132,0.000116145515,4.1620277e-7],"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":[0.0022140464,0.00015820336,0.320137,0.0018464943,0.0011494042,0.0003475016,0.32459074,0.24553715,0.0077356137,0.000031801603,0.00006312551,0.0961889],"study_design_scores_gemma":[0.0016156759,0.00016861115,0.08735146,0.00025330595,0.0015761009,0.000016447872,0.08708704,0.8130607,0.008126115,0.00004780673,0.00020055771,0.000496191],"about_ca_topic_score_codex":0.28458244,"about_ca_topic_score_gemma":0.97641265,"teacher_disagreement_score":0.6918302,"about_ca_system_score_codex":0.00000684712,"about_ca_system_score_gemma":0.00012365554,"threshold_uncertainty_score":0.7201816},"labels":[],"label_agreement":null},{"id":"W6982348291","doi":"","title":"The Impact of Cartoon Characters and Front-of-Package (FOP) Nutrition Information on Parental Perceptions of Children’s Food Products","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Memory, Trauma, and Commemoration","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","keywords":"Nutrition information; Childhood obesity; Perception; Nutrition facts label; Food marketing; Obesity; Food choice; Product (mathematics); Nutritional information","score_opus":0.012336266654185505,"score_gpt":0.23865237212808027,"score_spread":0.22631610547389477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982348291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99787503,0.00016480427,0.0000036512834,0.00010700874,0.00033461553,0.00065778795,0.00037559314,0.000013735619,0.00046776858],"genre_scores_gemma":[0.9933931,0.00016869325,0.00004043456,0.0000019314114,0.00004863225,0.0000024052783,0.0024925538,0.000012090233,0.0038401412],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990488,0.000120885,0.00025417813,0.00016593299,0.00022406245,0.00018610785],"domain_scores_gemma":[0.9985425,0.000034550103,0.0007505196,0.0003673115,0.00024903342,0.00005609627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016371442,0.00019560294,0.00035875174,0.00028748382,0.00014894882,0.000009469682,0.0001968672,0.00023172543,0.00012334342],"category_scores_gemma":[0.000012317007,0.0001779771,0.00017519803,0.00011217576,0.00013272007,0.0004138877,0.000018347115,0.00018861594,0.000018244531],"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":[0.0045384876,0.0018717571,0.055997267,0.0016225174,0.0012934101,0.0000010637915,0.85754377,0.000015547595,0.04370804,0.0008969918,0.006279262,0.026231915],"study_design_scores_gemma":[0.0010399277,0.00091911154,0.863227,0.00017706412,0.00017229449,0.0000021922244,0.13022314,0.0000063228167,0.0040500388,0.000020605381,0.0000136422805,0.00014867728],"about_ca_topic_score_codex":0.009364009,"about_ca_topic_score_gemma":0.0043573906,"teacher_disagreement_score":0.8072297,"about_ca_system_score_codex":0.000061678315,"about_ca_system_score_gemma":0.000043478736,"threshold_uncertainty_score":0.99723274},"labels":[],"label_agreement":null},{"id":"W6982361871","doi":"","title":"Incidence, Distribution, and Risk Factors of Five Major Enteric Diseases Commonly Transmitted by Food in Ontario, Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Campylobacter; Salmonella; Incidence (geometry); Listeria monocytogenes; Public health; Campylobacteriosis; Epidemiology; Transmission (telecommunications); Yersinia","score_opus":0.009878557655450305,"score_gpt":0.23629549099208494,"score_spread":0.22641693333663462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982361871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942725,0.00008687468,8.943323e-7,0.00055390905,0.00007064994,0.00023240317,0.0044884086,0.000008701685,0.00028570901],"genre_scores_gemma":[0.90848404,0.0001226594,0.0000044375543,0.0000045056627,0.0000040847563,8.9299596e-7,0.0032015184,0.0000044519456,0.0881734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986066,0.00025922118,0.00013558763,0.00021497232,0.0005365363,0.00024704877],"domain_scores_gemma":[0.9992706,0.00012179432,0.00022718532,0.00010909242,0.00010122847,0.00017008033],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001610498,0.00012307285,0.00027622984,0.00012695524,0.00047237673,0.000020431215,0.00035586624,0.00010992605,0.0009420942],"category_scores_gemma":[0.00006618449,0.00014881388,0.00006368987,0.0003206496,0.0002101322,0.0001968462,0.00003715057,0.0002991114,2.1201902e-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":[0.00032888915,0.00024944908,0.56523883,0.00016831025,0.00017938789,0.000023942855,0.41883278,0.0000070569463,0.0000416097,0.0010409091,0.013573749,0.00031507429],"study_design_scores_gemma":[0.00048335604,0.00013005997,0.5928796,0.00003286654,0.00006891199,1.1504847e-7,0.3957629,0.000009726178,0.000053044958,0.00012672051,0.010279885,0.00017284938],"about_ca_topic_score_codex":0.99979144,"about_ca_topic_score_gemma":0.99997514,"teacher_disagreement_score":0.08788769,"about_ca_system_score_codex":0.0004990941,"about_ca_system_score_gemma":0.00279407,"threshold_uncertainty_score":0.99997115},"labels":[],"label_agreement":null},{"id":"W6982372454","doi":"","title":"Impact of the Kenow wildfire on the form and mobility of particulate phosphorus in gravel-bed rivers at large basin scales: Implications for downstream propagation","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Korean Peninsula Historical and Political 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":"Sediment; Phosphorus; Hydrology (agriculture); Particulates; Drainage basin; Erosion; Water quality; Surface runoff; Sediment transport; Ecosystem","score_opus":0.013846563054537228,"score_gpt":0.25363171214629815,"score_spread":0.2397851490917609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982372454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996345,0.000063660416,8.406745e-7,0.001725393,0.000058772905,0.0008030209,0.00041666726,0.00000819661,0.0005784607],"genre_scores_gemma":[0.98709667,0.00013697257,0.000017865264,0.000006885609,0.0000075512803,0.000006206672,0.000079763704,0.0000054232128,0.012642672],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990569,0.00014911927,0.00014433175,0.00019863306,0.00022319965,0.00022784309],"domain_scores_gemma":[0.99911094,0.0002644834,0.00026437404,0.00019620387,0.00010895052,0.000055076052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035014428,0.000119147655,0.00028239228,0.000053707256,0.0009209004,0.0000049195596,0.00025815933,0.00010309344,0.00005779114],"category_scores_gemma":[0.00012838883,0.000082168015,0.00023321019,0.00028443828,0.00044339924,0.000060751772,0.00007359371,0.00013221786,6.654551e-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":[0.0010269383,0.0008256824,0.37464708,0.00026001534,0.0002567722,7.958371e-7,0.5750067,0.000026241838,0.0004884554,0.04242556,0.0017372472,0.0032985115],"study_design_scores_gemma":[0.0004649902,0.00019748327,0.9219322,0.000056208828,0.00010193307,9.087794e-8,0.07227857,0.000029193709,0.00028523483,0.0037557245,0.0007784775,0.000119862176],"about_ca_topic_score_codex":0.13871971,"about_ca_topic_score_gemma":0.13957894,"teacher_disagreement_score":0.54728514,"about_ca_system_score_codex":0.00047011027,"about_ca_system_score_gemma":0.00010250001,"threshold_uncertainty_score":0.8761215},"labels":[],"label_agreement":null},{"id":"W6982372995","doi":"","title":"Impacts of COVID-19 on Ontario's Electricity Market","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Scientific and Economic 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":"Electricity; Electricity market; Electricity retailing; Mains electricity; Order (exchange); Electricity generation; Stand-alone power system; Demand forecasting","score_opus":0.021785416511350256,"score_gpt":0.19535114040915483,"score_spread":0.17356572389780456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982372995","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":[0.87400943,0.00051355397,0.0000035793746,0.00021710646,0.0010796571,0.00017287664,0.00062079186,0.000017856219,0.12336512],"genre_scores_gemma":[0.05685335,0.0004418023,0.0001577845,0.00003500168,0.000017828916,3.305028e-7,0.00021579268,0.000014509137,0.9422636],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99874026,0.000019497375,0.0002993443,0.0005736754,0.00007097231,0.00029622787],"domain_scores_gemma":[0.998518,0.00005361787,0.00079671777,0.0003918707,0.00007904072,0.00016073762],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037836016,0.0002245585,0.0008380049,0.00051767513,0.00017429997,0.000024420277,0.00037790075,0.00023761315,0.0262732],"category_scores_gemma":[0.00009260744,0.00030743494,0.0003315332,0.0002449952,0.00009894986,0.00015083232,0.00007646236,0.00021055267,0.00064849074],"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":[0.0010588447,0.0005456468,0.030005956,0.0012171891,0.0014078711,0.00009078834,0.38440594,0.00011636852,0.000117783486,0.020339433,0.56020784,0.00048631435],"study_design_scores_gemma":[0.004626425,0.0006887051,0.10378229,0.00040116624,0.00032552888,0.0000050227895,0.5289802,0.00022788755,0.0011684829,0.004385678,0.3534272,0.0019814007],"about_ca_topic_score_codex":0.56406754,"about_ca_topic_score_gemma":0.61337155,"teacher_disagreement_score":0.8188985,"about_ca_system_score_codex":0.0005447604,"about_ca_system_score_gemma":0.00026055932,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W6982439306","doi":"","title":"Industrial Waste Management and Urban Environments in Medieval England, 1300 - 1600","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical Economic and Social Studies","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":"Regional Municipality of Waterloo","funders":"","keywords":"Dispose pattern; Resource (disambiguation); Population; Position (finance); Resource depletion; Handicraft; Historiography; Government (linguistics)","score_opus":0.018944023087606544,"score_gpt":0.16947118193397553,"score_spread":0.150527158846369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982439306","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":[0.98796904,0.0018781138,0.0000038049527,0.00024317933,0.00059223047,0.00018680298,0.000083004255,0.0000067330443,0.009037096],"genre_scores_gemma":[0.23427424,0.003962615,0.00017999472,0.000017068298,0.00014613391,0.0000015937112,0.0003133586,0.000024853878,0.76108015],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990862,0.000021271853,0.00023717846,0.00040127785,0.00004634076,0.00020775718],"domain_scores_gemma":[0.99948835,0.000018358227,0.00027768803,0.0001414249,0.0000067120413,0.000067459834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017580895,0.00016808664,0.00059479807,0.00021531117,0.00013168518,0.000013035983,0.00016305555,0.00028507152,0.00032953528],"category_scores_gemma":[0.0000104908695,0.00024320917,0.00010255917,0.00009890883,0.00006900458,0.00010115797,0.00008999574,0.00021422948,0.00006465277],"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":[0.00078802544,0.00069560215,0.18897426,0.0008707888,0.002000181,0.0003552529,0.73116153,0.000059861464,0.00004042013,0.03922005,0.020927824,0.014906176],"study_design_scores_gemma":[0.008609564,0.00021956231,0.064502925,0.00028855485,0.00018554105,8.2163285e-7,0.44902322,0.000116508236,0.000045194465,0.0026863152,0.472957,0.0013648127],"about_ca_topic_score_codex":0.014968282,"about_ca_topic_score_gemma":0.018426295,"teacher_disagreement_score":0.7536948,"about_ca_system_score_codex":0.00029870507,"about_ca_system_score_gemma":0.000011653426,"threshold_uncertainty_score":0.99948484},"labels":[],"label_agreement":null},{"id":"W6982455935","doi":"","title":"Improving leach bed reactor design for medium-chain fatty acid production from food waste at room-temperature.","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Policing Practices and Perceptions","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":"Blackberry (Canada)","funders":"Mitacs","keywords":"Acidogenesis; Food waste; Anaerobic digestion; Biogas; Fossil fuel; Renewable energy; Biofuel; Natural gas; Bioreactor","score_opus":0.03834862219529059,"score_gpt":0.2693765651773119,"score_spread":0.2310279429820213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982455935","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":[0.99365586,0.000045194778,0.000047387133,0.0029761957,0.0018230884,0.0009078557,0.00029284533,0.00016823442,0.00008332609],"genre_scores_gemma":[0.3952576,0.00069680973,0.0053026634,0.000029620218,0.0015522187,0.000012158128,0.0035325252,0.00010271127,0.59351367],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981392,0.00027900678,0.00015769748,0.0005543181,0.00044876154,0.00042098836],"domain_scores_gemma":[0.9985754,0.0002252632,0.00046451768,0.00030600053,0.0002749808,0.00015385228],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006714029,0.00024432488,0.0003794872,0.00024331111,0.0012648816,0.00006795251,0.00040550798,0.00056640455,0.000101376536],"category_scores_gemma":[0.00025425223,0.0002872022,0.00022279039,0.00029577932,0.000105026134,0.00052835856,0.000055837896,0.00032836417,0.00004215389],"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":[0.00042604507,0.00005457984,0.00009781794,0.00015037043,0.00016315836,0.000002470756,0.70249975,0.000031091233,0.28796187,0.000041960324,0.0069327815,0.0016380721],"study_design_scores_gemma":[0.0005766818,0.00025267818,0.0023261914,0.00021776764,0.0004736626,4.272581e-7,0.9563824,0.00008308485,0.037587624,0.00020332275,0.001390747,0.00050542806],"about_ca_topic_score_codex":0.38920346,"about_ca_topic_score_gemma":0.8261364,"teacher_disagreement_score":0.59839827,"about_ca_system_score_codex":0.00033517505,"about_ca_system_score_gemma":0.0002936614,"threshold_uncertainty_score":0.99995804},"labels":[],"label_agreement":null},{"id":"W6982566666","doi":"","title":"Inner 'Green' Space A Study of Conservationism in Atrium Spaces Using Academic Buildings in Southern Ontario","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Work (physics); Context (archaeology); Population; Term (time); Energy consumption","score_opus":0.02072298291030317,"score_gpt":0.2085651628279826,"score_spread":0.18784217991767943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982566666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886566,0.00018961787,0.000074680596,0.0000416546,0.00012568245,0.00051616225,0.000015015155,0.000055108434,0.000116401134],"genre_scores_gemma":[0.9579639,0.00005053666,0.0010309821,0.0000035999583,0.00002051638,6.488978e-7,0.000049852602,0.000046869434,0.04083312],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99870676,0.00007509456,0.00026854896,0.0003226941,0.00032403716,0.0003028624],"domain_scores_gemma":[0.99934137,0.00004695025,0.00022484186,0.0002398052,0.00008575504,0.00006129304],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015302016,0.0003175452,0.0006258157,0.0008653766,0.00008478962,0.000008332358,0.00033853788,0.0004547452,0.000032628326],"category_scores_gemma":[0.000009012334,0.0003989983,0.00009736069,0.00037302836,0.00006822754,0.00018395568,0.000052734445,0.000850378,0.0000052685064],"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":[0.00020837851,0.0001088147,0.11946075,0.00030045808,0.0000991625,0.00007282811,0.8383321,0.036613036,0.0046045547,0.000005718829,0.00005410426,0.00014009893],"study_design_scores_gemma":[0.003960455,0.00029862567,0.15222986,0.00083061814,0.00027054202,0.000009988197,0.8281083,0.011619904,0.001245909,0.0002922517,0.00008331423,0.0010502337],"about_ca_topic_score_codex":0.7854834,"about_ca_topic_score_gemma":0.9484191,"teacher_disagreement_score":0.16293569,"about_ca_system_score_codex":0.00029414345,"about_ca_system_score_gemma":0.00015761648,"threshold_uncertainty_score":0.99984616},"labels":[],"label_agreement":null},{"id":"W6982568131","doi":"","title":"Investigating the role of the Smoky River watershed on past ice-jam flood regimes at the Peace-Athabasca Delta via analysis of oxbow lake sediment cores","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Arctic and Antarctic ice dynamics","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":"Flood myth; Tributary; Hydrology (agriculture); Flooding (psychology); Snowmelt; Flood stage; Watershed; Climate change; Delta","score_opus":0.006442831178539261,"score_gpt":0.1762928021994694,"score_spread":0.16984997102093016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982568131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698395,0.00013706578,0.0000019498493,0.0011468566,0.00018370259,0.0002936246,0.00058337,0.0000118089,0.0006576914],"genre_scores_gemma":[0.9611259,0.00010503579,0.0001146123,0.00006902796,0.000024081313,3.4449644e-7,0.0024923673,0.000008114021,0.0360605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817866,0.000281632,0.00021951011,0.00032512943,0.0007255304,0.000269566],"domain_scores_gemma":[0.99832594,0.00025371223,0.0006890223,0.0005612397,0.000107367625,0.00006273646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003940916,0.00024416216,0.00044730198,0.00017630203,0.00084283785,0.000014077041,0.0009550215,0.00012114706,0.0021158038],"category_scores_gemma":[0.000020431,0.00014389276,0.0004309876,0.00061104615,0.000533842,0.0001036591,0.00013205897,0.0003569151,0.000009091581],"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":[0.0003256266,0.000076162774,0.6375785,0.0001659765,0.0023824046,0.000007416114,0.33393788,0.020197028,0.00032663773,0.00009516748,0.0008514842,0.0040557296],"study_design_scores_gemma":[0.00033458616,0.00023381508,0.6484609,0.000094717616,0.002713888,0.0000023910534,0.32864016,0.017165823,0.0005581859,0.00016589012,0.0013765739,0.00025302471],"about_ca_topic_score_codex":0.14110316,"about_ca_topic_score_gemma":0.34394288,"teacher_disagreement_score":0.20283972,"about_ca_system_score_codex":0.000024838733,"about_ca_system_score_gemma":0.00007649193,"threshold_uncertainty_score":0.9987964},"labels":[],"label_agreement":null},{"id":"W6982603582","doi":"","title":"An investigation into marine environments in the eastern Canadian Arctic","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine and fisheries research","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":"Arctic; Bay; Sea ice; Climate change; Marine ecosystem; Trophic level; Biota; Marine conservation; Threatened species","score_opus":0.011287064313022722,"score_gpt":0.20194054785336799,"score_spread":0.19065348354034525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982603582","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":[0.99215305,8.199966e-7,2.2720508e-7,0.0010343402,0.00005831056,0.00023749824,0.0000048193806,0.000008659565,0.006502276],"genre_scores_gemma":[0.44606185,0.00005021556,0.00014002083,0.00005931007,0.000015812651,0.0000017748647,0.0010487013,0.000020764704,0.5526015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988475,0.000116438976,0.00008472775,0.00029312732,0.0003906969,0.00026751516],"domain_scores_gemma":[0.9994195,0.00001707731,0.00006797964,0.000333555,0.0000062882664,0.00015560264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024313034,0.00013436534,0.00014105908,0.0001727815,0.000160284,0.000025208064,0.0006280147,0.00015089734,0.0025929685],"category_scores_gemma":[0.000009728248,0.00013377813,0.00004213881,0.00029648322,0.0001529232,0.00024824613,0.00011434048,0.00026184777,0.00041842597],"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":[0.000044056953,0.000036735535,0.80933756,0.000072934585,0.000015368878,0.00011905281,0.16955048,0.00005840119,0.00041170057,0.000014139939,0.0006423924,0.01969719],"study_design_scores_gemma":[0.00021055508,0.00010222326,0.82152,0.00001795135,0.000019754729,8.0198805e-7,0.17424063,0.00081392366,0.000025648074,0.00042290948,0.0024372337,0.00018836602],"about_ca_topic_score_codex":0.9891297,"about_ca_topic_score_gemma":0.99786395,"teacher_disagreement_score":0.54609925,"about_ca_system_score_codex":0.0003423711,"about_ca_system_score_gemma":0.000045548484,"threshold_uncertainty_score":0.9983188},"labels":[],"label_agreement":null},{"id":"W6982646502","doi":"","title":"Invisible Boundaries","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning and Governance","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":"University of Waterloo","funders":"","keywords":"Boundary (topology); Comics; Settlement (finance); Narrative; Space (punctuation); Politics; Field (mathematics); Middle class; Front (military)","score_opus":0.017318860018417665,"score_gpt":0.22359672633031152,"score_spread":0.20627786631189385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982646502","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":[0.9354612,0.00032018608,0.0000017689028,0.0004385923,0.00071409944,0.000112680435,0.000036312747,0.00007451991,0.06284064],"genre_scores_gemma":[0.048128955,0.00021694112,0.00035250248,0.000012740446,0.00005947595,1.12476286e-7,0.0001042134,0.000011133811,0.95111394],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990959,0.00006063697,0.000065953456,0.00021683268,0.0003141981,0.00024644894],"domain_scores_gemma":[0.999355,0.00002210905,0.00023551311,0.00017052404,0.00013206169,0.00008477765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016280387,0.00012370729,0.00023431891,0.00010367505,0.0008444241,0.000053423515,0.00041264758,0.00028137615,0.00066468806],"category_scores_gemma":[0.000033016062,0.00015535961,0.00010528169,0.00015598837,0.00040410922,0.0002280668,0.000023992035,0.00018154991,0.00015366652],"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":[0.000108884764,0.000036036792,0.0025749253,0.00008236376,0.000060702216,0.00002506698,0.9223097,4.4650494e-7,0.00007084399,0.010201903,0.0630282,0.0015009139],"study_design_scores_gemma":[0.00025590273,0.0000656637,0.012308464,0.00022549675,0.000106619314,2.4780502e-7,0.5306577,0.0000019711276,0.00024345063,0.0012939232,0.4545023,0.00033821573],"about_ca_topic_score_codex":0.61550957,"about_ca_topic_score_gemma":0.69335514,"teacher_disagreement_score":0.8882733,"about_ca_system_score_codex":0.000057820176,"about_ca_system_score_gemma":0.00041985637,"threshold_uncertainty_score":0.7277868},"labels":[],"label_agreement":null},{"id":"W6982667314","doi":"","title":"Investigating the Spatial Patterns of Income Inequality and Crime: Applications of Spatiotemporal Data Analysis Techniques","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mindfulness and Compassion 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":"Economic inequality; Inequality; Spatial inequality; Income inequality metrics; Census tract; Spatial ecology; Social inequality; Spatial analysis","score_opus":0.03616573847099245,"score_gpt":0.3098298915394276,"score_spread":0.2736641530684351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982667314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819924,0.00010612569,0.015740648,0.0002368826,0.000079693644,0.00029497212,0.0012367168,0.000018887293,0.00029365887],"genre_scores_gemma":[0.9752233,0.000010075433,0.0008787352,0.000004507066,0.00002288648,0.000015221953,0.0032844213,0.0000115065595,0.02054935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986379,0.00025630303,0.00036666277,0.00039188465,0.00023224595,0.000115009265],"domain_scores_gemma":[0.99747884,0.00008986079,0.0009602394,0.0011354027,0.0002851917,0.000050439703],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000351511,0.00015493072,0.00054119335,0.00034092512,0.00013762101,0.000011447946,0.00069937634,0.00020494882,0.0018614399],"category_scores_gemma":[0.000020596937,0.00014700317,0.00020504423,0.00042816004,0.00015213549,0.000088999266,0.00028340807,0.00022258601,0.0000015644642],"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":[0.0002497945,0.0014165365,0.6447478,0.004259568,0.007859127,0.000016668224,0.18393417,0.000012638027,0.0020431108,0.034782965,0.0023741305,0.1183035],"study_design_scores_gemma":[0.00039141224,0.000110341636,0.7483687,0.000523675,0.002495006,0.0000013346988,0.23988399,0.00026627054,0.0061537414,0.0011832404,0.00031992243,0.00030237716],"about_ca_topic_score_codex":0.25965083,"about_ca_topic_score_gemma":0.1278179,"teacher_disagreement_score":0.13183293,"about_ca_system_score_codex":0.000013492736,"about_ca_system_score_gemma":0.00005874681,"threshold_uncertainty_score":0.999051},"labels":[],"label_agreement":null},{"id":"W6982897406","doi":"","title":"Landfill cover soils: variable moisture and temperature effects on methane oxidation","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Environment and Climate Change Canada","keywords":"Methane; Moisture; Carbon dioxide; Water content; Soil water; Anaerobic oxidation of methane; Flux (metallurgy)","score_opus":0.006785657696899925,"score_gpt":0.19870109772003647,"score_spread":0.19191544002313654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982897406","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":[0.74851906,0.0032398826,0.00008999513,0.00712119,0.0014444259,0.00261597,0.0009837806,0.0024820978,0.23350361],"genre_scores_gemma":[0.0048731123,0.0004938793,0.0011758204,0.0000993265,0.00014563919,3.845178e-7,0.00024155437,0.0001602787,0.99281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925244,0.000041389914,0.000046581947,0.00027926228,0.00021062381,0.00016972932],"domain_scores_gemma":[0.99935246,0.0001524581,0.000090550566,0.00024790643,0.00003557937,0.00012103011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082194,0.00018858747,0.0003893067,0.000209635,0.000042825526,0.000008945367,0.000082037695,0.0004469176,0.00022672502],"category_scores_gemma":[0.00010801336,0.00017577445,0.000058103054,0.00015206686,0.000055607918,0.000041068986,0.000056951685,0.0002664898,0.0001380845],"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":[0.0004387535,0.000107887776,0.0020752759,0.0015428509,0.00053003355,0.00052399386,0.0032328411,0.000019332929,0.004161957,0.00034112547,0.9838015,0.0032244883],"study_design_scores_gemma":[0.032357655,0.0065693287,0.11420616,0.03310858,0.006514127,0.0001580352,0.014303734,0.00038653673,0.024442786,0.00050130417,0.76388705,0.0035646984],"about_ca_topic_score_codex":0.032279387,"about_ca_topic_score_gemma":0.0043616244,"teacher_disagreement_score":0.7593064,"about_ca_system_score_codex":0.00003558562,"about_ca_system_score_gemma":0.000035225497,"threshold_uncertainty_score":0.9741647},"labels":[],"label_agreement":null},{"id":"W6982941217","doi":"","title":"On Landmarks for Introducing 3D SLAM Structure to VPR","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Military and Defense 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":"Blackberry (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Simultaneous localization and mapping; Tree traversal; Matching (statistics); Feature (linguistics); Invariant (physics); Lidar; Focus (optics); Robustness (evolution)","score_opus":0.008435670966537847,"score_gpt":0.24006941029351017,"score_spread":0.23163373932697232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982941217","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":[0.98633635,0.00018292158,0.00000838007,0.0029472946,0.00138223,0.00048011457,0.00022220344,0.00006423367,0.008376269],"genre_scores_gemma":[0.12917769,0.00012360238,0.001479696,0.000057985213,0.00040981118,9.072145e-7,0.0003675033,0.000020987976,0.86836183],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898046,0.000053691776,0.00007411755,0.0003804199,0.00025491475,0.00025640838],"domain_scores_gemma":[0.9994368,0.00010272283,0.000059885428,0.00017051664,0.00014864816,0.0000814549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019102318,0.00016036145,0.0002976856,0.00020672713,0.00057895394,0.000021236203,0.00023527179,0.00021825232,0.00032031137],"category_scores_gemma":[0.000094913536,0.00016953395,0.0001396635,0.00019006548,0.00006908687,0.00008277819,0.0000374871,0.00018478777,0.00004257753],"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":[0.00041480688,0.000016407483,0.00002159104,0.0003598457,0.00014286052,0.000011218793,0.92138004,0.00008430584,0.0001959836,0.00865089,0.06557216,0.0031498934],"study_design_scores_gemma":[0.0003282959,0.00028758467,0.00050973234,0.00038955134,0.0002492576,2.1356483e-7,0.92699444,0.000033570774,0.00015857317,0.0066137672,0.06403678,0.0003982057],"about_ca_topic_score_codex":0.0478021,"about_ca_topic_score_gemma":0.535155,"teacher_disagreement_score":0.85998553,"about_ca_system_score_codex":0.00008389969,"about_ca_system_score_gemma":0.00008900494,"threshold_uncertainty_score":0.95853865},"labels":[],"label_agreement":null},{"id":"W6982952721","doi":"","title":"Landscape analysis &amp; boundary detection of bog peatlands’ transition to mineral land: The laggs of the eastern New Brunswick Lowlands, Canada","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bog; Ombrotrophic; Transect; Peat; Wetland; Ecotone; Context (archaeology); Vegetation (pathology)","score_opus":0.00427806582277467,"score_gpt":0.17098183166781689,"score_spread":0.1667037658450422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982952721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979859,0.000026928145,0.00014919335,0.00088098005,0.00018650969,0.00021112389,0.00004677595,0.000007566283,0.00050499634],"genre_scores_gemma":[0.91885096,0.000019276205,0.00004613868,0.000045399946,0.000036749323,3.027684e-7,0.0005008918,0.000010064809,0.08049019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987842,0.00011177448,0.0001956111,0.0002854629,0.00039715212,0.00022582726],"domain_scores_gemma":[0.99909264,0.000042531054,0.00033767286,0.00038805403,0.000038875718,0.00010022452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016465287,0.00019567665,0.0004645247,0.00012560807,0.00018546566,0.000010467104,0.00047584856,0.00017272895,0.00039800326],"category_scores_gemma":[0.000009242789,0.0001403106,0.00025208676,0.0004892629,0.000084657564,0.00006723527,0.00006865436,0.00016819697,0.000007780023],"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":[0.0008154372,0.00008103953,0.92740023,0.00015090604,0.00063172885,0.0000058525798,0.050565407,0.0050551505,0.0054956973,0.000003848405,0.008309448,0.0014852509],"study_design_scores_gemma":[0.00095584383,0.00017622096,0.9806002,0.00006266399,0.0011718044,0.0000033814067,0.00919822,0.0014601469,0.0006501446,0.000026129324,0.005415088,0.00028019137],"about_ca_topic_score_codex":0.9604828,"about_ca_topic_score_gemma":0.99904114,"teacher_disagreement_score":0.079985194,"about_ca_system_score_codex":0.000085675674,"about_ca_system_score_gemma":0.00018848227,"threshold_uncertainty_score":0.57217},"labels":[],"label_agreement":null},{"id":"W6983012600","doi":"","title":"Learning While Bidding in Real Time Auctions with Multiple Item Types and Unknown Price Distribution","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Auction Theory 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":"University of Waterloo","keywords":"Bidding; Ebidding; Real-time bidding; Common value auction; Purchasing; Reverse auction; Auction algorithm; Auction theory","score_opus":0.01881280369767792,"score_gpt":0.2557069370357206,"score_spread":0.2368941333380427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983012600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99734896,0.00004140948,0.00013547577,0.0004070861,0.00009157598,0.000186599,0.000058459675,0.000072529096,0.0016578775],"genre_scores_gemma":[0.543795,0.00006523279,0.00027461734,0.0000010782892,0.000022675948,0.0000011592675,0.00044934775,0.000010950858,0.45537993],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99879766,0.00010509969,0.0001639408,0.00044620168,0.00033376357,0.00015335379],"domain_scores_gemma":[0.9989733,0.00033210785,0.00023380422,0.0002010096,0.00019339824,0.00006635711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047558587,0.0001435855,0.00025911702,0.00033872144,0.00034353836,0.0000722963,0.00022638182,0.00016425957,0.00026630404],"category_scores_gemma":[0.00012012298,0.0001330918,0.00006138138,0.0008493808,0.00011927229,0.00031028612,0.000056571127,0.00029639367,0.00025029524],"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":[0.0028764505,0.0007663674,0.02966389,0.000834601,0.000695656,0.00016355031,0.7521398,0.01797052,0.035112884,0.058320977,0.016341109,0.085114166],"study_design_scores_gemma":[0.0016620384,0.0005276493,0.10149995,0.0010437139,0.0004581062,0.00003472787,0.7862645,0.034362916,0.0017488527,0.009175462,0.06194455,0.0012775767],"about_ca_topic_score_codex":0.0033604237,"about_ca_topic_score_gemma":0.013901503,"teacher_disagreement_score":0.45372206,"about_ca_system_score_codex":0.00007211955,"about_ca_system_score_gemma":0.00006061293,"threshold_uncertainty_score":0.77573645},"labels":[],"label_agreement":null},{"id":"W6983071926","doi":"","title":"Legacy Phosphorus Across Canada: Insights from a 60-Year Dataset","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Agriculture; Ecosystem; Urbanization; Phosphorus; Nutrient; Livestock; Water quality; Ecosystem services; Production (economics)","score_opus":0.012520806842737302,"score_gpt":0.20447057360555304,"score_spread":0.19194976676281575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983071926","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":[0.55463004,0.0012802951,0.000004325042,0.0010925247,0.0021025282,0.0013338125,0.42071205,0.0024118542,0.016432552],"genre_scores_gemma":[0.0025894928,0.00019471081,0.00049134943,0.00004200129,0.00017517172,5.5860835e-7,0.015650973,0.0016400346,0.9792157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701625,0.00011785407,0.00017409987,0.0010218461,0.0008970348,0.0007728878],"domain_scores_gemma":[0.9974232,0.000072389725,0.0005198621,0.0015384245,0.00008352396,0.00036261728],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009802188,0.0006161047,0.000957219,0.0002460457,0.0002594172,0.00008059226,0.0014719568,0.0005411599,0.0034698506],"category_scores_gemma":[0.000027558668,0.0007399946,0.000167616,0.00061301776,0.00040656317,0.0004944981,0.0008840194,0.0004952156,0.009148314],"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":[0.000122045276,0.00005846406,0.00025587797,0.00005127326,0.0006032269,0.0015620724,0.012900074,0.000008822876,0.00014384785,0.000031736894,0.9840028,0.0002597153],"study_design_scores_gemma":[0.0016330753,0.00003960031,0.0026322731,0.0003278701,0.00023422611,0.0000019903541,0.075396255,0.000024983628,0.00014022144,0.000017498653,0.9187263,0.00082570035],"about_ca_topic_score_codex":0.9995477,"about_ca_topic_score_gemma":0.9998341,"teacher_disagreement_score":0.96278316,"about_ca_system_score_codex":0.0007287405,"about_ca_system_score_gemma":0.0005609469,"threshold_uncertainty_score":0.9995051},"labels":[],"label_agreement":null},{"id":"W6983132122","doi":"","title":"Lest the Taps Run Dry: Urban Infrastructure, Water Demands and Drought","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Urbanization; Water scarcity; Context (archaeology); Climate change; Water resources; Water supply; Vulnerability (computing); Urban climate","score_opus":0.00594875293132166,"score_gpt":0.1906261925162562,"score_spread":0.18467743958493454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983132122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99840814,0.00018374047,0.000005390895,0.00039340547,0.00039552024,0.00017564511,0.000076505574,0.000018665143,0.00034296743],"genre_scores_gemma":[0.5537988,0.00040716745,0.0002468089,0.000055647986,0.00013702351,3.8803984e-7,0.003703799,0.000029675135,0.44162068],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990623,0.00005139392,0.000099843455,0.00036531407,0.0001871308,0.00023399638],"domain_scores_gemma":[0.9993651,0.0000070196775,0.00011963536,0.0003279714,0.00010635908,0.000073946365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086923734,0.00022897714,0.00023004973,0.000092745664,0.00032977964,0.000029163657,0.0003465246,0.00044635014,0.00010495241],"category_scores_gemma":[0.000007802598,0.00018338411,0.00012522191,0.000084040024,0.00013813257,0.00000782218,0.0001803265,0.0001840903,0.000027168206],"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":[0.0019593614,0.00010619,0.08522451,0.0015879287,0.0022925877,0.00011871161,0.35447747,0.0009844875,0.31148985,0.00082227454,0.22772412,0.013212505],"study_design_scores_gemma":[0.0027799446,0.0005369064,0.5039638,0.00017621646,0.0009780539,0.000019466675,0.2223552,0.00010697013,0.061076775,0.0012589666,0.20522246,0.0015251797],"about_ca_topic_score_codex":0.0027565486,"about_ca_topic_score_gemma":0.012100448,"teacher_disagreement_score":0.44460934,"about_ca_system_score_codex":0.000010072096,"about_ca_system_score_gemma":0.00003767278,"threshold_uncertainty_score":0.7478187},"labels":[],"label_agreement":null},{"id":"W6983321173","doi":"","title":"Mathematical Modeling of Atom Transfer Radical Polymerization","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plant Gene Expression Analysis","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":"Blackberry (Canada)","funders":"","keywords":"Bifunctional; Polymerization; Polymer; Atom-transfer radical-polymerization; Radical polymerization; Kinetics; Chain transfer; Living polymerization","score_opus":0.008118119912729866,"score_gpt":0.21964407631795324,"score_spread":0.21152595640522337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983321173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872588,0.00011208018,0.011214889,0.000041214993,0.00003922691,0.000096831056,0.000049815295,0.000008508875,0.0011786293],"genre_scores_gemma":[0.7601562,0.00028013077,0.0032043485,0.000011652771,0.00004706091,2.4429255e-7,0.0038610583,0.000033783646,0.23240554],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991167,0.00003943329,0.00017197864,0.00027141048,0.00024594707,0.00015448841],"domain_scores_gemma":[0.999469,0.0000070051515,0.00009633118,0.00024480207,0.00010483644,0.00007804432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010826043,0.00015829387,0.00032158068,0.00017803411,0.000051423383,0.000003741352,0.00024192783,0.00043296642,0.00033670146],"category_scores_gemma":[0.000009734063,0.00017738408,0.00022873406,0.00010981937,0.00005880335,0.0000050565063,0.000028607468,0.00010294342,0.0000135178525],"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":[0.00047543546,0.00008726998,0.000028097618,0.00019927952,0.00020237299,0.0000069668736,0.004411874,0.0005055608,0.99287444,0.00009479897,0.0005089898,0.00060488813],"study_design_scores_gemma":[0.0010842988,0.00022533168,0.00006521803,0.00032712295,0.0006018031,0.000007159767,0.029934006,0.015540156,0.9502268,0.00006734461,0.001383859,0.00053689757],"about_ca_topic_score_codex":0.00079693744,"about_ca_topic_score_gemma":0.0014265806,"teacher_disagreement_score":0.2312269,"about_ca_system_score_codex":0.000009418698,"about_ca_system_score_gemma":0.00006625828,"threshold_uncertainty_score":0.7233513},"labels":[],"label_agreement":null},{"id":"W6983427258","doi":"","title":"Modeling and managing noise in quantum error correction","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Noise (video); Probabilistic logic; Quantum error correction; Pauli exclusion principle; Error detection and correction; Context (archaeology); Quantum; Quantum noise","score_opus":0.011063311539271358,"score_gpt":0.21062258021923969,"score_spread":0.19955926867996832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983427258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927242,0.000089078814,0.0051084,0.0005095389,0.0012304668,0.00012335651,0.0000019494103,0.00017284446,0.000040177467],"genre_scores_gemma":[0.85674876,0.00035706037,0.013073368,0.000023845187,0.000090803536,6.9851774e-7,0.00012289091,0.000059408583,0.12952314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988996,0.000051274037,0.00011870544,0.00047307267,0.00020498906,0.00025238853],"domain_scores_gemma":[0.99947155,0.00003594257,0.00010976036,0.00026199626,0.00005908364,0.0000616625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001823357,0.00018479944,0.00028638745,0.0005615628,0.00017527166,0.00004744815,0.00046784492,0.00015375651,0.0000024570732],"category_scores_gemma":[0.000009213304,0.00022023843,0.00007506239,0.0004210102,0.000024215806,0.0001969502,0.00017699029,0.00033642768,0.000012268127],"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":[0.00011228771,0.0000885806,0.0004853455,0.000782168,0.00008263122,0.0003285624,0.4113163,0.43982178,0.0009635622,0.00083347416,0.0004964832,0.1446888],"study_design_scores_gemma":[0.00023967678,0.000046213747,0.0020154614,0.0003742266,0.000014031108,0.000004408563,0.035786044,0.9604048,0.000035842622,0.0008516482,0.000010564338,0.00021708518],"about_ca_topic_score_codex":0.03746782,"about_ca_topic_score_gemma":0.036748514,"teacher_disagreement_score":0.520583,"about_ca_system_score_codex":0.00003923352,"about_ca_system_score_gemma":0.00004586498,"threshold_uncertainty_score":0.9808283},"labels":[],"label_agreement":null},{"id":"W6983440241","doi":"","title":"Metabolic engineering strategies for biomanufacturing of chemicals using Yarrowia lipolytica and Escherichia coli","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Preterm Birth and Chorioamnionitis","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":"University of Waterloo","funders":"","keywords":"Yarrowia; Metabolic engineering; Escherichia coli; Biomanufacturing; Protein engineering; Synthetic biology; Metabolic flux analysis; Fermentation; Metabolic pathway","score_opus":0.010925093242602645,"score_gpt":0.22212831954441642,"score_spread":0.21120322630181376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983440241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973875,0.0017630919,0.00003493909,0.000081712715,0.00019500533,0.0003179327,0.00007261265,0.00004648968,0.000100673606],"genre_scores_gemma":[0.98147213,0.0003492398,0.005351526,0.000005125245,0.000070355345,8.341067e-7,0.00022603574,0.000041312152,0.012483409],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992477,0.0000068996833,0.00013863378,0.00025324483,0.00014681014,0.00020665245],"domain_scores_gemma":[0.9994851,0.00002922574,0.00012683497,0.00015644051,0.00009293911,0.00010951316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056587225,0.00020664734,0.0005495597,0.0002477842,0.000048760754,0.000019305007,0.00009552431,0.00024599035,0.000033485725],"category_scores_gemma":[0.0000128916445,0.00022867922,0.00017057118,0.00011039365,0.000059149985,0.00012458998,0.00003385868,0.00016679261,0.0000013739148],"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":[0.00041500424,0.0000337509,0.00011540445,0.0075139366,0.0006125587,0.000031782332,0.03758432,0.000021365198,0.9519636,0.00042711725,0.0001025259,0.001178611],"study_design_scores_gemma":[0.0022122108,0.00029777968,0.00580905,0.003167796,0.0034389365,0.000023383336,0.12516996,0.0047969576,0.8528379,0.00033237704,0.0012227815,0.0006908217],"about_ca_topic_score_codex":0.003363919,"about_ca_topic_score_gemma":0.0005644292,"teacher_disagreement_score":0.09912569,"about_ca_system_score_codex":0.000027430735,"about_ca_system_score_gemma":0.00013645316,"threshold_uncertainty_score":0.93252677},"labels":[],"label_agreement":null},{"id":"W6983489944","doi":"","title":"Modelling streamflow depletion under different groundwater pumping scenarios involving the Dalmeny aquifer in Saskatchewan","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","topic":"Phytochemical Studies and Bioactivities","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":"Groundwater recharge; Aquifer; Groundwater; Hydrology (agriculture); Streamflow; Structural basin; Current (fluid); Ecosystem","score_opus":0.01410636212889868,"score_gpt":0.1918807282142424,"score_spread":0.17777436608534372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983489944","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":[0.99632776,0.0004764247,0.0007775846,0.00093067886,0.00016435674,0.00032267455,0.000038195216,0.00006785023,0.0008944951],"genre_scores_gemma":[0.48462552,0.0015439925,0.00015246803,0.000047085163,0.00018241626,0.0000021301955,0.00010159548,0.00018971003,0.5131551],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99897754,0.000051552768,0.00009918156,0.00039005058,0.00016448523,0.00031718198],"domain_scores_gemma":[0.9995013,0.000016266922,0.000118130214,0.00029580347,0.000023393299,0.000045116678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007831895,0.0002526164,0.000292091,0.00009139171,0.00011438814,0.000018049077,0.00027487028,0.00029995927,0.000054608754],"category_scores_gemma":[0.0000033362007,0.0002024816,0.00014426734,0.00008385832,0.00017374137,0.00000791156,0.00035316206,0.00018113677,0.000008299878],"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":[0.0018863019,0.0023889781,0.027544761,0.0029741733,0.00695929,0.00021929717,0.12717167,0.0381442,0.58310616,0.00041629595,0.1978933,0.011295557],"study_design_scores_gemma":[0.0070081344,0.001215839,0.0039629824,0.0040581287,0.00086358516,0.000014939368,0.8184823,0.017527964,0.06160594,0.001328378,0.079016134,0.004915678],"about_ca_topic_score_codex":0.075532,"about_ca_topic_score_gemma":0.3091101,"teacher_disagreement_score":0.69131064,"about_ca_system_score_codex":0.00006577939,"about_ca_system_score_gemma":0.000023607508,"threshold_uncertainty_score":0.9306241},"labels":[],"label_agreement":null},{"id":"W6983570387","doi":"","title":"Multi-cloud Connectivity Provisioning with Security Attributes","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Statistical Modeling Techniques","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":false,"ca_institutions":"Blackberry (Canada)","funders":"Mitacs","keywords":"Provisioning; Cloud computing; Software; Cloud computing security; Key (lock); Data security","score_opus":0.018421630183769633,"score_gpt":0.2437403491198138,"score_spread":0.22531871893604416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983570387","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":[0.4829635,0.000021124682,0.5152671,0.00025512764,0.00019904695,0.00035954118,0.000052188592,0.0008359191,0.000046492027],"genre_scores_gemma":[0.22322349,0.00005208586,0.708204,0.000011686833,0.00003217799,0.000002823853,0.0003119392,0.00006006863,0.068101734],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831903,0.00008407036,0.00013512559,0.0007088264,0.00040101906,0.0003519268],"domain_scores_gemma":[0.99842966,0.00018925514,0.00029035806,0.00060471153,0.00036723266,0.00011876401],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020726355,0.00028880214,0.00046719142,0.00022346355,0.0002931865,0.00004729394,0.0010300584,0.00024613403,0.00000803411],"category_scores_gemma":[0.00009052576,0.00030114307,0.000099122764,0.00042907067,0.00010961471,0.00044570514,0.0002688265,0.0004079575,0.000030782183],"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":[0.0011835932,0.001394604,0.0031124542,0.0035556406,0.0008603738,0.0026854859,0.84896827,0.0028788447,0.019011768,0.07124841,0.0067781406,0.038322423],"study_design_scores_gemma":[0.0055780755,0.0030614296,0.029654179,0.0049487795,0.00056486187,0.000052631116,0.19844714,0.62046206,0.044687945,0.08663679,0.0005121073,0.005393985],"about_ca_topic_score_codex":0.0129211,"about_ca_topic_score_gemma":0.04122631,"teacher_disagreement_score":0.6505211,"about_ca_system_score_codex":0.000115845556,"about_ca_system_score_gemma":0.00013102769,"threshold_uncertainty_score":0.9999441},"labels":[],"label_agreement":null},{"id":"W6983591714","doi":"","title":"MS/MS Spectrum Prediction for MHC-Associated Peptides with a Fine-Tuned Model","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Botanical Studies and 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":"Blackberry (Canada)","funders":"","keywords":"Spectrum (functional analysis); Set (abstract data type); Training set; Quality (philosophy); Representation (politics); Deep learning; Transfer of learning; Spectral line","score_opus":0.012833407148368874,"score_gpt":0.18735337782947598,"score_spread":0.1745199706811071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983591714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933286,0.00007503147,0.000008331303,0.004831603,0.00006839748,0.00047363303,0.0006647496,0.00010972514,0.00043994628],"genre_scores_gemma":[0.6937504,0.00015977559,0.0003029995,0.000017018623,0.00010295843,0.000009011559,0.0023643468,0.000004615317,0.3032889],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99908715,0.0000123400005,0.00010621111,0.00037853877,0.00018005479,0.00023568678],"domain_scores_gemma":[0.9995541,0.00005439787,0.00014838153,0.000061000115,0.00011499927,0.000067101166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068603964,0.00018644231,0.00028752733,0.000008837524,0.0003832295,0.000029814446,0.00021974706,0.00021600697,0.00010975324],"category_scores_gemma":[0.000007358317,0.00008917879,0.00018677043,0.00024676466,0.000052974607,0.000075333395,0.000039697057,0.0001507894,0.000017660503],"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":[0.007173277,0.004029071,0.005853559,0.002913145,0.0060550733,0.00006953953,0.13872987,0.0023167965,0.4668511,0.011282707,0.25072262,0.10400325],"study_design_scores_gemma":[0.0066526723,0.0111411465,0.27100578,0.004570918,0.0068848804,0.000010722921,0.46864486,0.091195926,0.012140455,0.026651757,0.09511524,0.0059856502],"about_ca_topic_score_codex":0.016635291,"about_ca_topic_score_gemma":0.5321633,"teacher_disagreement_score":0.515528,"about_ca_system_score_codex":0.0000676325,"about_ca_system_score_gemma":0.000010045798,"threshold_uncertainty_score":0.98991305},"labels":[],"label_agreement":null},{"id":"W6983611149","doi":"","title":"Nano-Crystalline &amp;Amorphous Silicon PhotoTransistor Performance Analysis","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Photodiode; Photocurrent; Thin-film transistor; Amorphous silicon; Dark current; Photoresistor; Quantum efficiency; Responsivity","score_opus":0.017977940556248555,"score_gpt":0.2473215329216599,"score_spread":0.22934359236541135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983611149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994287,0.00027420904,0.000019734976,0.00030117956,0.0001840316,0.00026384852,0.00002566363,0.00011045457,0.0045338757],"genre_scores_gemma":[0.5476234,0.00018133596,0.00036319465,0.000017411563,0.00001964008,7.365385e-7,0.0014233728,0.000017285676,0.45035362],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986375,0.0001316212,0.00021353672,0.00041486754,0.0002747809,0.0003277259],"domain_scores_gemma":[0.99844074,0.000029509785,0.00032607096,0.0009440693,0.00015311128,0.00010648731],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020980228,0.0002772071,0.0005779091,0.0006396062,0.00023501608,0.000016888109,0.00062526204,0.00042062745,0.00197167],"category_scores_gemma":[0.000004170115,0.00034136686,0.00039144923,0.00062863086,0.00007001259,0.00014079902,0.000026955828,0.00033966367,0.0002933694],"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":[0.0047566444,0.0024687548,0.019562392,0.00089786225,0.0075929044,0.0000771929,0.8268072,0.0007068138,0.05135142,0.00025812277,0.014741914,0.0707788],"study_design_scores_gemma":[0.003200271,0.0010062961,0.8365348,0.00036278076,0.0068559824,0.0000089352525,0.11098527,0.00072251254,0.0015855185,0.000052839732,0.036946826,0.0017379505],"about_ca_topic_score_codex":0.041031882,"about_ca_topic_score_gemma":0.109362766,"teacher_disagreement_score":0.81697243,"about_ca_system_score_codex":0.000112515074,"about_ca_system_score_gemma":0.000057825982,"threshold_uncertainty_score":0.99990386},"labels":[],"label_agreement":null},{"id":"W6983612600","doi":"","title":"Multi-level analysis of school characteristics, based on the Comprehensive School Health Framework, associated with physical activity in a large sample of Ontario and Alberta secondary school students","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"School Health and Nursing Education","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 activity; Context (archaeology); Sample (material); Mental health; School health; Stratified sampling; Social environment; Association (psychology)","score_opus":0.051231227330168425,"score_gpt":0.35652584695730344,"score_spread":0.305294619627135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983612600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960153,0.000032613552,0.000037141825,0.0015509995,0.00030000688,0.0011630575,0.00085459725,0.000012481689,0.000033799646],"genre_scores_gemma":[0.9680956,0.00007056444,0.0012346258,0.0003929947,0.00004049844,0.000009864977,0.0032150485,0.000036196245,0.026904587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99684876,0.001096741,0.00040171246,0.00052988075,0.0006073327,0.0005155761],"domain_scores_gemma":[0.9949065,0.0017352484,0.0015834805,0.0005727667,0.0008177723,0.0003842579],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059786555,0.0003233934,0.0014017441,0.0007013457,0.0004853369,0.000012520056,0.00034040798,0.00047890886,0.0009430339],"category_scores_gemma":[0.0010157662,0.0002978757,0.00017217272,0.0009921247,0.00008870516,0.00014549859,0.00006805927,0.002150848,0.000007849741],"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":[0.001969537,0.0020190936,0.85669345,0.0010796847,0.00087828416,0.0000027855697,0.13620114,0.00001747821,0.00011358511,0.00001468099,0.0005296583,0.00048063745],"study_design_scores_gemma":[0.0018370629,0.0002749912,0.9012051,0.0027613025,0.0005343067,4.501646e-8,0.092321746,0.0007962628,0.00001547661,0.000010192153,0.000048181286,0.0001952961],"about_ca_topic_score_codex":0.56137633,"about_ca_topic_score_gemma":0.88899714,"teacher_disagreement_score":0.32762083,"about_ca_system_score_codex":0.0014517622,"about_ca_system_score_gemma":0.0062909327,"threshold_uncertainty_score":0.99997026},"labels":[],"label_agreement":null},{"id":"W6986005425","doi":"","title":"Hospital","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Period (music); Relation (database); Mindset; Architecture; TRACE (psycholinguistics); Doors; Enlightenment; Set (abstract data type)","score_opus":0.0053685837885383714,"score_gpt":0.18706624601726493,"score_spread":0.18169766222872655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986005425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866424,0.000013276074,0.000055209548,0.00013486473,0.0005137258,0.00012662119,0.000051354167,0.00001685988,0.01244567],"genre_scores_gemma":[0.51768035,0.0000032253813,0.0019570866,0.0000015227138,0.00011446951,5.3566893e-8,0.0005624017,0.000020219297,0.4796607],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99935174,0.00001089794,0.00007287688,0.00023574293,0.00014101509,0.0001877451],"domain_scores_gemma":[0.9993641,0.000011736277,0.00020597095,0.00020961597,0.00013898115,0.0000696174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003496033,0.00018009057,0.0002708356,0.000087816275,0.00015109581,0.000015684192,0.00018589955,0.00015562888,0.00070996705],"category_scores_gemma":[0.0000011057872,0.00021437691,0.00018085851,0.000057175042,0.000057458208,0.000100904006,0.00003621044,0.0003386488,0.000085771404],"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":[0.0005582594,0.0015480861,0.022360438,0.00050629245,0.0024276453,0.00016018779,0.68643606,0.000081510094,0.06930797,0.079936385,0.022678653,0.113998495],"study_design_scores_gemma":[0.0022733316,0.0004290701,0.03368378,0.00045768227,0.0008314093,7.793341e-7,0.9204199,0.0008394099,0.014827344,0.0072909696,0.016804842,0.002141491],"about_ca_topic_score_codex":0.02408341,"about_ca_topic_score_gemma":0.006123139,"teacher_disagreement_score":0.46896207,"about_ca_system_score_codex":0.000012438964,"about_ca_system_score_gemma":0.00005195883,"threshold_uncertainty_score":0.9824153},"labels":[],"label_agreement":null},{"id":"W6986038818","doi":"","title":"Building in Puma","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fetal and Pediatric Neurological 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":"University of Waterloo","funders":"","keywords":"Scope (computer science); General partnership; Intervention (counseling); Process (computing); Dialogic; Face (sociological concept); Architecture; Plan (archaeology)","score_opus":0.0094735481301054,"score_gpt":0.21714165773148877,"score_spread":0.20766810960138338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986038818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956841,0.00011373081,9.647996e-7,0.00097392313,0.0002464667,0.00021367426,0.000008922509,0.000033182263,0.0027250296],"genre_scores_gemma":[0.60545796,0.00031405827,0.0013173715,0.00007342499,0.00006327457,3.3148004e-7,0.0002514113,0.000022305581,0.39249983],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992341,0.000020175827,0.000095243246,0.00026615703,0.00018715668,0.00019717861],"domain_scores_gemma":[0.9995519,0.000028253133,0.00010607669,0.00016941916,0.00005623082,0.000088120585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000638144,0.00015131086,0.0003733817,0.00027698677,0.000045058816,0.0000038779235,0.00014834525,0.00041470313,0.00054348627],"category_scores_gemma":[0.000027730008,0.00015380583,0.00014944549,0.00020221963,0.000054881217,0.000057142603,0.000029384784,0.0006024237,0.000047926158],"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":[0.017874254,0.003887281,0.15428253,0.010931891,0.0007308168,0.007300023,0.2613618,0.00006692751,0.34301254,0.004582584,0.019141413,0.17682794],"study_design_scores_gemma":[0.007508558,0.001712508,0.88883036,0.00056156825,0.000877842,0.000035685738,0.07987345,0.00024977152,0.0030153303,0.0027115745,0.013450913,0.0011724276],"about_ca_topic_score_codex":0.016591009,"about_ca_topic_score_gemma":0.03353533,"teacher_disagreement_score":0.73454785,"about_ca_system_score_codex":0.000017624961,"about_ca_system_score_gemma":0.00005358753,"threshold_uncertainty_score":0.9899576},"labels":[],"label_agreement":null},{"id":"W6986049455","doi":"","title":"Care Packages","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Art Therapy and Mental 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":"University of Waterloo","funders":"","keywords":"Point (geometry); Sculpture; Poetry; Work (physics); EXPOSE","score_opus":0.021434124038691594,"score_gpt":0.22288205883080503,"score_spread":0.20144793479211343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986049455","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":[0.98010415,0.00028553087,7.050066e-8,0.00024737924,0.0010870358,0.0001897347,0.00013002822,0.00012042753,0.017835675],"genre_scores_gemma":[0.11095812,0.00033959118,0.000020468371,0.000018510947,0.00013128929,2.834071e-7,0.0012038114,0.00002576602,0.88730216],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99937546,0.000025144054,0.00007135372,0.00018567767,0.00015699233,0.00018536152],"domain_scores_gemma":[0.9995545,0.000015306532,0.000117311676,0.00015386399,0.00010094459,0.00005807058],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003934594,0.00014235014,0.00023203345,0.00014331637,0.00045826114,0.000017406623,0.00018099578,0.00010498183,0.0018227542],"category_scores_gemma":[0.0000011296164,0.000155247,0.00012829066,0.000026798733,0.00009441044,0.00011108053,0.000023059332,0.00014025951,0.000514118],"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":[0.00009156154,0.000019571215,0.000028995059,0.00058991445,0.00005006505,0.000017811339,0.98129,5.0060754e-7,0.000060859344,0.0038081228,0.0086906385,0.0053519816],"study_design_scores_gemma":[0.00023025034,0.00012267096,0.00038091297,0.00018422166,0.000051456547,1.4885889e-7,0.93546444,0.0000012360778,0.0002020353,0.00017055284,0.06303261,0.00015944587],"about_ca_topic_score_codex":0.0616401,"about_ca_topic_score_gemma":0.5758466,"teacher_disagreement_score":0.8694665,"about_ca_system_score_codex":0.000053682485,"about_ca_system_score_gemma":0.000051790757,"threshold_uncertainty_score":0.9990897},"labels":[],"label_agreement":null},{"id":"W6986071708","doi":"","title":"BORDERLINES","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Architecture, Modernity, and 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":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Painting; Exhibition; Object (grammar); Subject (documents); Representation (politics); Visual language; Composition (language)","score_opus":0.010443240948531246,"score_gpt":0.20811997260510925,"score_spread":0.197676731656578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986071708","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":[0.9876422,0.000579164,0.0016312185,0.000039144546,0.0005591492,0.00017041387,0.000025393836,0.0003136222,0.009039643],"genre_scores_gemma":[0.2382405,0.0005455761,0.0068520997,0.000016286043,0.0001972625,3.284424e-7,0.00079495326,0.00011429586,0.75323874],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992454,0.000014406974,0.00009415057,0.000190597,0.00020404819,0.00025137665],"domain_scores_gemma":[0.99952066,0.000026860038,0.000059298956,0.00022976894,0.0000797797,0.00008365128],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000073117306,0.00022930137,0.00030602657,0.00030418878,0.00010052883,0.000009457283,0.00026375035,0.00032387808,0.00017879532],"category_scores_gemma":[0.000004758345,0.000278535,0.0001402835,0.00012246682,0.000041004656,0.000086674685,0.000018319108,0.0002871337,0.00007628864],"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":[0.0009856904,0.00025413558,0.0012512584,0.006311574,0.0013416616,0.0005418685,0.7284705,0.030352036,0.027970448,0.00053372356,0.0576679,0.14431922],"study_design_scores_gemma":[0.007473925,0.0010290674,0.06522345,0.0023982043,0.0023663368,0.000053887266,0.68415785,0.053337257,0.07429622,0.008121788,0.09273771,0.008804313],"about_ca_topic_score_codex":0.0051738564,"about_ca_topic_score_gemma":0.04639075,"teacher_disagreement_score":0.74940175,"about_ca_system_score_codex":0.000038665872,"about_ca_system_score_gemma":0.00002610957,"threshold_uncertainty_score":0.9999667},"labels":[],"label_agreement":null},{"id":"W6986145585","doi":"","title":"Optimization of Policy Evaluation and Policy Improvement Methods in Portfolio Optimization using Quasi-Monte Carlo Methods","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Reinforcement learning; Monte Carlo method; Portfolio; Point (geometry); Work (physics); Portfolio optimization","score_opus":0.028914048175261994,"score_gpt":0.3634469235343362,"score_spread":0.3345328753590742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986145585","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":[0.9064824,0.0020149078,0.08742139,0.0008344839,0.00032671005,0.0016053618,0.000077039345,0.00007897156,0.0011587515],"genre_scores_gemma":[0.05517609,0.001274833,0.92361426,0.000028163395,0.00012404329,0.0000028394486,0.001010436,0.00006972065,0.018699603],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983154,0.0002950146,0.00033864964,0.00041680157,0.00039648006,0.00023763668],"domain_scores_gemma":[0.99855,0.00013198763,0.00044055525,0.0002804721,0.00047023752,0.00012673512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010813689,0.0002628206,0.00063870056,0.0015939627,0.00006812705,0.000018568493,0.00011542343,0.00039434404,0.000060397804],"category_scores_gemma":[0.00066557457,0.00029722284,0.00013774233,0.00087074697,0.00007377631,0.00019673049,0.000088812594,0.00025440264,6.65847e-7],"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":[0.00090726244,0.00031909675,0.0008928842,0.0025991423,0.00048692003,0.000035260604,0.072676614,0.75468355,0.010008219,0.00036472868,0.00007853992,0.15694776],"study_design_scores_gemma":[0.0017445626,0.0004952739,0.0024843472,0.001435308,0.0014799777,0.000009453605,0.041317932,0.9467062,0.003846139,0.00016675435,0.000017151548,0.00029692988],"about_ca_topic_score_codex":0.12729834,"about_ca_topic_score_gemma":0.0032233277,"teacher_disagreement_score":0.8513063,"about_ca_system_score_codex":0.00046907944,"about_ca_system_score_gemma":0.00077388075,"threshold_uncertainty_score":0.99994797},"labels":[],"label_agreement":null},{"id":"W6986145718","doi":"","title":"Optimal trajectory calculation using neural networks","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Model Reduction and Neural Networks","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":"Blackberry (Canada)","funders":"","keywords":"Ode; Artificial neural network; Optimal control; Hamilton–Jacobi–Bellman equation; Discretization; Leverage (statistics); Nonlinear system; Trajectory; MATLAB","score_opus":0.01833422393566712,"score_gpt":0.22837054364077158,"score_spread":0.21003631970510447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986145718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99766964,0.000030461413,0.0007640242,0.000044813332,0.0009418914,0.00017810299,0.00001717789,0.00006654547,0.00028734683],"genre_scores_gemma":[0.75657827,0.000011401527,0.0004044356,0.0000032794183,0.00035221712,3.3889987e-7,0.0011042049,0.000042000498,0.24150385],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907833,0.00004983611,0.00012650069,0.0003097158,0.00017650149,0.00025908835],"domain_scores_gemma":[0.99939716,0.000017914934,0.00023032412,0.00018048316,0.000086402964,0.000087700486],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005569875,0.00021741234,0.0003053626,0.0001582419,0.0002160811,0.000020642974,0.00017161712,0.0001814215,0.000329508],"category_scores_gemma":[6.3492183e-7,0.00026399,0.000254574,0.0002117084,0.00004345381,0.00015865755,0.000030957646,0.00032642338,0.000017173086],"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":[0.00018988475,0.000055759425,0.0010896515,0.00006324842,0.00019320774,0.000012178757,0.015756976,0.9680424,0.00071237795,0.00015566275,0.001957524,0.011771165],"study_design_scores_gemma":[0.0004382329,0.000037478494,0.0032134093,0.00009025368,0.00020030215,7.3313305e-7,0.04026214,0.95509344,0.00018304789,0.000028001237,0.00009139721,0.00036153456],"about_ca_topic_score_codex":0.021451259,"about_ca_topic_score_gemma":0.0019537697,"teacher_disagreement_score":0.2412165,"about_ca_system_score_codex":0.000034716984,"about_ca_system_score_gemma":0.000037225844,"threshold_uncertainty_score":0.9999812},"labels":[],"label_agreement":null},{"id":"W6986232062","doi":"","title":"Parallel Transaction Execution in Public Blockchain Systems","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Blockchain Technology Applications and Security","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":"Blackberry (Canada)","funders":"","keywords":"Distributed transaction; Transaction processing; Online transaction processing; Database transaction; Serialization; Serializability; Block (permutation group theory); Compensating transaction; Schedule","score_opus":0.010675805521298773,"score_gpt":0.19993896449552254,"score_spread":0.18926315897422377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986232062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97288525,0.0011169242,0.018696835,0.004505648,0.00083831174,0.0006865655,0.00001811668,0.0005325904,0.000719738],"genre_scores_gemma":[0.9051281,0.00024534957,0.0026943947,0.0000070374363,0.000021880465,0.000007913485,0.00013115632,0.000018718938,0.091745414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986222,0.00007054453,0.00019078654,0.0005816779,0.0002493122,0.00028548297],"domain_scores_gemma":[0.9990435,0.000022980188,0.00017879778,0.00057087425,0.00011911583,0.00006472196],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002763179,0.00021709729,0.00034974134,0.0008557396,0.00014255386,0.00006317835,0.0009642592,0.0006287156,0.000015274802],"category_scores_gemma":[0.000004209045,0.0002628281,0.00013104736,0.00083601556,0.000065762455,0.00018540498,0.00006157679,0.0005198007,0.00006478858],"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":[0.00012677633,0.0007545859,0.0002499855,0.002285574,0.00037365712,0.00026261195,0.27814093,0.0020575488,0.0036154294,0.6783535,0.0032878336,0.030491563],"study_design_scores_gemma":[0.0027333393,0.0004708947,0.004443368,0.0015139215,0.00031282517,0.00007091632,0.30913803,0.628252,0.0014765678,0.034065478,0.015120271,0.0024023575],"about_ca_topic_score_codex":0.016383192,"about_ca_topic_score_gemma":0.04581223,"teacher_disagreement_score":0.644288,"about_ca_system_score_codex":0.000117311014,"about_ca_system_score_gemma":0.00011091949,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W6986407666","doi":"","title":"Physical versus behavioural emissions reductions: Quantifying and comparing emissions reduced by behaviour and emissions reduced by technology of net-zero communities","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Context (archaeology); Greenhouse gas; Climate change; Behaviour change; Resource (disambiguation); Affect (linguistics)","score_opus":0.05556674055939869,"score_gpt":0.3069332390784113,"score_spread":0.2513664985190126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986407666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99706745,0.00042441903,0.0000014696753,0.0011798698,0.00037454406,0.00035052717,0.0001979009,0.00016673557,0.00023709678],"genre_scores_gemma":[0.9505141,0.00051297236,0.00019870908,0.0000011543023,0.000021583308,0.0000026945954,0.001355172,0.0000297954,0.047363844],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99829435,0.00015781188,0.00028946053,0.00045545888,0.00038064946,0.00042226823],"domain_scores_gemma":[0.9985444,0.00013639645,0.0004252431,0.00038920503,0.00022414535,0.000280593],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002290977,0.00030934674,0.000703119,0.00037172184,0.001908046,0.000046358364,0.00056163466,0.0005573563,0.00007907],"category_scores_gemma":[0.00006349869,0.00035502395,0.00015728915,0.00061253726,0.0011574697,0.00034686583,0.00014058557,0.0007092796,0.0000014973884],"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":[0.00060394424,0.000824062,0.18992041,0.00041761916,0.0002917671,0.000016059206,0.6365997,0.000004041778,0.15485573,0.00034902847,0.013830357,0.0022872495],"study_design_scores_gemma":[0.0010487678,0.00013910412,0.029615533,0.0007449863,0.00067232526,8.0134276e-7,0.9602566,0.00005274101,0.006520726,0.0002605109,0.00018126942,0.0005066629],"about_ca_topic_score_codex":0.16980213,"about_ca_topic_score_gemma":0.06478232,"teacher_disagreement_score":0.32365683,"about_ca_system_score_codex":0.00009183221,"about_ca_system_score_gemma":0.0002165069,"threshold_uncertainty_score":0.99989015},"labels":[],"label_agreement":null},{"id":"W6986521008","doi":"","title":"Practical Inclusion: Representing French-Canadians in the Army during the Second World War","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Machine Learning in Bioinformatics","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":"French; Representation (politics); World War II; Parliament; Economic shortage; Politics; Poison control","score_opus":0.006365266802609463,"score_gpt":0.23120410017824547,"score_spread":0.224838833375636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986521008","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":[0.98700243,0.00021250632,0.0000037590246,0.003651606,0.00019908896,0.00022923882,0.000021257792,0.000010533791,0.008669559],"genre_scores_gemma":[0.35652465,0.000064919645,0.0006310266,0.00010338535,0.00012245,0.0000010473393,0.00043576595,0.000021843141,0.6420949],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989947,0.00012075147,0.00014933653,0.0002609409,0.00023925534,0.00023498634],"domain_scores_gemma":[0.9992097,0.000043287087,0.00018458805,0.00046672858,0.000053200245,0.000042498497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037175565,0.00017333012,0.00016647944,0.00015286612,0.00038928527,0.000029949073,0.0005387348,0.0002076009,0.00020692447],"category_scores_gemma":[0.00006644785,0.00013402439,0.00012764457,0.00021577111,0.00008258381,0.0000113362,0.00042915458,0.0006337909,0.000024484527],"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":[0.0003072382,0.00015496674,0.006088938,0.0031371408,0.0005729684,0.000551281,0.84953016,0.00040558676,0.038363084,0.00046749477,0.09911929,0.0013018403],"study_design_scores_gemma":[0.0013363298,0.0002509231,0.042411882,0.00075786083,0.00040004877,0.00013831022,0.6848134,0.0030238277,0.009085906,0.0003671506,0.25620243,0.0012119858],"about_ca_topic_score_codex":0.021766013,"about_ca_topic_score_gemma":0.54713976,"teacher_disagreement_score":0.63342535,"about_ca_system_score_codex":0.000033897784,"about_ca_system_score_gemma":0.000112396636,"threshold_uncertainty_score":0.9847481},"labels":[],"label_agreement":null},{"id":"W6986572850","doi":"","title":"Portraits of a Landscape &amp; The Trouble With Eden","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Urban sprawl; Symbol (formal); Portrait; Ideal (ethics); Dominance (genetics); Square (algebra); Element (criminal law); Subject matter","score_opus":0.009674201831434224,"score_gpt":0.21361039918050406,"score_spread":0.20393619734906984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986572850","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":[0.92849994,0.00021228613,0.000002536247,0.0009945555,0.00020668501,0.00018543366,0.00003412177,0.000019274694,0.069845155],"genre_scores_gemma":[0.03839974,0.00016288388,0.00016244361,0.0000113110555,0.000055521963,1.3262382e-7,0.00010611352,0.000009126445,0.9610927],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999162,0.00004300527,0.0000719125,0.00014897864,0.00038276176,0.00019135309],"domain_scores_gemma":[0.9993167,0.000028124034,0.00022740585,0.00016974188,0.00017150781,0.00008649998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025991054,0.00008311014,0.00020891147,0.00038787074,0.0006319676,0.000035544595,0.00035705246,0.00018497882,0.0014511711],"category_scores_gemma":[0.0000105137915,0.0000884035,0.00010451212,0.00028188247,0.00042351361,0.0001301219,0.000011584153,0.00015573176,0.000034032077],"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":[0.00025324925,0.00004954851,0.00060181203,0.00014791805,0.00012096639,0.000027262344,0.9569334,0.0000072440757,0.00010921228,0.0031824159,0.036121055,0.002445946],"study_design_scores_gemma":[0.00033803543,0.000049573726,0.010439275,0.000111186586,0.00017842813,8.4759e-7,0.6389178,6.465051e-7,0.000013691718,0.00006472877,0.34970745,0.00017829244],"about_ca_topic_score_codex":0.92029995,"about_ca_topic_score_gemma":0.9992245,"teacher_disagreement_score":0.8912476,"about_ca_system_score_codex":0.00013552717,"about_ca_system_score_gemma":0.0006904035,"threshold_uncertainty_score":0.99946165},"labels":[],"label_agreement":null},{"id":"W6986585972","doi":"","title":"Pre-Privacy Amplification: A Post-Processing Technique for Quantum Key Distribution with Application to the Simplified Trusted Relay","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wireless Communication Security 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":"University of Waterloo","funders":"Strong","keywords":"Quantum key distribution; Relay; Key (lock); Construct (python library); Power (physics); Quantum computer; Quantum","score_opus":0.011044911552668048,"score_gpt":0.22866266235705585,"score_spread":0.2176177508043878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986585972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.638643,0.0001191292,0.34959963,0.0035358698,0.000114731534,0.0051866546,0.000621436,0.0020969005,0.00008262144],"genre_scores_gemma":[0.9653536,0.00016082011,0.011770656,0.000022327567,0.000047605598,0.00031079733,0.012590709,0.00015667563,0.0095868055],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987375,0.0000517157,0.00024620604,0.00038319133,0.00028136256,0.00030001812],"domain_scores_gemma":[0.9978841,0.00009657302,0.0002728603,0.0010258507,0.00063178624,0.000088857916],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003080209,0.00030472904,0.00036156535,0.0002469795,0.00038411573,0.000055035736,0.0010350432,0.00037841464,0.0000064390056],"category_scores_gemma":[0.000041897838,0.00030141656,0.00011519168,0.0007055558,0.00006137352,0.0002213506,0.000077579345,0.00036304558,0.000022899088],"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":[0.0032355448,0.0004063271,0.00022861306,0.007975756,0.0007830254,0.0000085142665,0.53484684,0.020296693,0.33055988,0.013980435,0.028684318,0.058994036],"study_design_scores_gemma":[0.003626379,0.0016843397,0.054444857,0.005373144,0.0017697215,0.00003129531,0.39311934,0.17446569,0.26748776,0.0035164151,0.0888251,0.0056559546],"about_ca_topic_score_codex":0.002806746,"about_ca_topic_score_gemma":0.013508195,"teacher_disagreement_score":0.33782896,"about_ca_system_score_codex":0.00024254285,"about_ca_system_score_gemma":0.000084664156,"threshold_uncertainty_score":0.9999438},"labels":[],"label_agreement":null},{"id":"W6986598150","doi":"","title":"Prediction of AL Amyloidosis Using Deep Learning","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","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 Waterloo","keywords":"Immunoglobulin light chain; Deep learning; AL amyloidosis; Amyloidosis; Sequence (biology); Disease; Pattern recognition (psychology)","score_opus":0.015460277691373122,"score_gpt":0.22891222674197964,"score_spread":0.21345194905060652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986598150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99883586,0.00030736197,0.000027851504,0.00009098594,0.00029678998,0.00021116115,0.00008097154,0.000040044433,0.000109001565],"genre_scores_gemma":[0.84168756,0.002274175,0.0012910838,0.000016545242,0.00007701622,0.0000019894717,0.004061605,0.00009071182,0.15049933],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988337,0.00007717248,0.00017364297,0.00043572483,0.0002357505,0.00024398633],"domain_scores_gemma":[0.9990261,0.00002027079,0.00041610526,0.00029180522,0.00017390407,0.000071824],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010079118,0.00025639875,0.0003899785,0.00023037136,0.00015500012,0.000008395106,0.00024609183,0.00041900986,0.000062668674],"category_scores_gemma":[0.000039500177,0.0003137117,0.00029521924,0.00017845124,0.00008308812,0.000011633947,0.00009886995,0.00016255368,0.00001842075],"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":[0.00071808323,0.00032740313,0.12243316,0.000709931,0.002003827,0.00004678635,0.033325918,0.0022594582,0.8289376,0.000017440363,0.0029729935,0.0062473984],"study_design_scores_gemma":[0.0039797346,0.001748561,0.24023755,0.0008268121,0.002361304,0.000012140979,0.3202158,0.0015882674,0.4237071,0.000032568143,0.00400048,0.0012896727],"about_ca_topic_score_codex":0.010497264,"about_ca_topic_score_gemma":0.010023599,"teacher_disagreement_score":0.4052305,"about_ca_system_score_codex":0.00006099542,"about_ca_system_score_gemma":0.00006988349,"threshold_uncertainty_score":0.9999315},"labels":[],"label_agreement":null},{"id":"W6986608131","doi":"","title":"Prioritized Unit Propagation and Extended Resolution Techniques for SAT Solvers","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Constraint Satisfaction and Optimization","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":"Blackberry (Canada)","funders":"","keywords":"Heuristics; Boolean satisfiability problem; Maximum satisfiability problem; Heuristic; Resolution (logic); Satisfiability; Class (philosophy); Constraint (computer-aided design); True quantified Boolean formula","score_opus":0.014257721180009526,"score_gpt":0.2274240442898645,"score_spread":0.21316632310985498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986608131","genre_codex":"empirical","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":[0.56806535,0.00011772122,0.41825765,0.004346704,0.0016327568,0.004242748,0.0001155947,0.0022395074,0.000981995],"genre_scores_gemma":[0.07897591,0.0010737899,0.37153545,0.00005031538,0.00010733606,0.000016866248,0.0030461336,0.00008768074,0.54510653],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990886,0.00004571511,0.00012575497,0.00037090303,0.0001979755,0.0001710648],"domain_scores_gemma":[0.99914634,0.000049548835,0.00024243252,0.0002228755,0.00027919502,0.000059622933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019462465,0.0001569149,0.00022549678,0.00039629868,0.00025827019,0.000054040924,0.00024213457,0.00023290786,0.00001257406],"category_scores_gemma":[0.00002860128,0.00019473772,0.000086045926,0.00027845806,0.000060165494,0.0004485421,0.000055104214,0.00011720483,0.000007657577],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010551319,0.00019224771,0.0006666807,0.0023684073,0.0003505618,0.00004140956,0.21694405,0.00020168643,0.03449237,0.03471234,0.006440897,0.7025342],"study_design_scores_gemma":[0.012079258,0.0023924801,0.15764825,0.0034071158,0.00114685,0.000046098576,0.36695886,0.38312775,0.038662557,0.019762293,0.009850517,0.0049179704],"about_ca_topic_score_codex":0.0019122472,"about_ca_topic_score_gemma":0.011653362,"teacher_disagreement_score":0.6976162,"about_ca_system_score_codex":0.00006404413,"about_ca_system_score_gemma":0.00011614973,"threshold_uncertainty_score":0.79411733},"labels":[],"label_agreement":null},{"id":"W6986635442","doi":"","title":"Quantum superchannels on the space of quantum channels","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Information and Cryptography","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":"University of Waterloo","keywords":"Dimension (graph theory); Quantum; Space (punctuation); Tensor product; Extension (predicate logic); Set (abstract data type); Domain (mathematical analysis); Quantum channel; Operator (biology)","score_opus":0.0192902847367672,"score_gpt":0.2113384239157171,"score_spread":0.19204813917894992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986635442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903603,0.00004610841,0.0014862361,0.0044753556,0.0020316655,0.00043146664,0.000047062942,0.00022410821,0.000897692],"genre_scores_gemma":[0.86203235,0.0005213087,0.00063659623,0.00012881111,0.00008215547,0.0000033506626,0.0003204527,0.00005858826,0.13621639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99815977,0.00012408034,0.00025917016,0.00038606036,0.00069458265,0.00037632787],"domain_scores_gemma":[0.99805564,0.00018751377,0.00046317402,0.0008646363,0.00032147503,0.00010755463],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004404392,0.0003146511,0.0004836802,0.00075243344,0.00029224006,0.00005864609,0.0019002098,0.00028400522,0.00010393216],"category_scores_gemma":[0.000034668352,0.00027561467,0.00040548315,0.0010648008,0.00014668675,0.00047235537,0.00017201541,0.00036294776,0.00033672145],"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":[0.0001399421,0.00013057179,0.000029005536,0.0004677039,0.00020631614,0.000024169913,0.33210167,0.00029115102,0.0014109347,0.6406236,0.023437787,0.0011371156],"study_design_scores_gemma":[0.0016405091,0.0014715188,0.0041787317,0.0016537507,0.00018945406,0.0000072295784,0.80447584,0.12567508,0.024603045,0.02988758,0.0045595462,0.0016576784],"about_ca_topic_score_codex":0.008278717,"about_ca_topic_score_gemma":0.0019464922,"teacher_disagreement_score":0.6107361,"about_ca_system_score_codex":0.00003228992,"about_ca_system_score_gemma":0.0001121787,"threshold_uncertainty_score":0.9999696},"labels":[],"label_agreement":null},{"id":"W6986646582","doi":"","title":"Quantifying, Characterizing, and Leveraging Cross-Disciplinary Dependencies: Empirical Studies from a Video Game Development Setting","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software 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":"Blackberry (Canada)","funders":"","keywords":"Empirical research; Dependency (UML); Process (computing); Code (set theory); Source code; Component (thermodynamics); Key (lock); Software; Graphics","score_opus":0.07503181702512986,"score_gpt":0.32522755486724286,"score_spread":0.250195737842113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986646582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968941,0.0007030098,0.0006096442,0.0005002425,0.0006320941,0.00020531336,0.000011655225,0.00043884135,0.0000051057455],"genre_scores_gemma":[0.7775132,0.0009131494,0.07086507,0.000046987898,0.00017329231,0.000008575898,0.0005528133,0.0001551112,0.1497718],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975888,0.00006988546,0.00024148774,0.0008957147,0.00068720395,0.000516879],"domain_scores_gemma":[0.9981614,0.00065888884,0.00023789503,0.0004889407,0.00030029527,0.00015258233],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004920385,0.00034769942,0.00054364157,0.00052481197,0.00044884684,0.00018716148,0.0010594759,0.00024814162,0.000014611441],"category_scores_gemma":[0.00026991457,0.00040306099,0.0001067234,0.00041885822,0.00010636668,0.00060719164,0.001129523,0.00048790436,0.00007495288],"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":[0.00005891774,0.00004184897,0.10330967,0.0012342167,0.00047237767,0.00046657753,0.8844209,0.0000720408,0.0027422002,0.0000136367335,0.00072300306,0.006444646],"study_design_scores_gemma":[0.00054126827,0.00006555365,0.88544,0.0015862903,0.000041659543,0.0000071109316,0.10650614,0.0027030315,0.0020512887,0.00009286277,0.00030460214,0.00066021964],"about_ca_topic_score_codex":0.0023825222,"about_ca_topic_score_gemma":0.0052819103,"teacher_disagreement_score":0.7821303,"about_ca_system_score_codex":0.00021983852,"about_ca_system_score_gemma":0.00025730813,"threshold_uncertainty_score":0.9998421},"labels":[],"label_agreement":null},{"id":"W6986683419","doi":"","title":"A qualitative examination of the impact of social restrictions during COVID-19 pandemic on social relations and social interactions of adolescents aged 12-18 years in Ontario, Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Social isolation; Social relation; Pandemic; Interpersonal relationship; Qualitative research; Interpretative phenomenological analysis; Social deprivation; Government (linguistics); Affect (linguistics); Interpersonal communication","score_opus":0.07278453467483229,"score_gpt":0.37647577314595676,"score_spread":0.30369123847112445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986683419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99832153,0.000005966641,6.0831854e-7,0.0001933585,0.00024562975,0.00038421003,0.0004855262,0.0000070243923,0.00035614605],"genre_scores_gemma":[0.9668074,0.0000044756016,0.00000419535,0.000009144824,0.000013354298,0.000002403727,0.00031376188,0.000011143687,0.032834098],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984641,0.000599751,0.00026166366,0.00022089505,0.0002898671,0.00016368942],"domain_scores_gemma":[0.9988962,0.00015529312,0.0007359916,0.00010156612,0.0000672401,0.000043755244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024563275,0.00013351697,0.00034794403,0.00039265078,0.000492385,0.0000022653064,0.00016088692,0.00016341108,0.000774931],"category_scores_gemma":[0.000028575254,0.0001549773,0.0001746584,0.00029443513,0.00012405333,0.000071925846,0.000050224055,0.00053275377,4.2898233e-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":[0.0009053806,0.00027326326,0.08073806,0.00026038612,0.00013848642,0.000004346497,0.9154423,0.000032373104,0.0008185451,0.00018016482,0.001002753,0.00020397984],"study_design_scores_gemma":[0.00092468725,0.00006464337,0.62618446,0.000041964275,0.000056958463,5.237089e-7,0.3725987,0.0000017117762,0.0000065549716,0.000024865665,0.000030334124,0.0000645679],"about_ca_topic_score_codex":0.9948454,"about_ca_topic_score_gemma":0.99889565,"teacher_disagreement_score":0.5454464,"about_ca_system_score_codex":0.0038152894,"about_ca_system_score_gemma":0.0021006004,"threshold_uncertainty_score":0.9976849},"labels":[],"label_agreement":null},{"id":"W6986683474","doi":"","title":"Promoting Flood Risk Mitigation Among Canadians Through Effective Risk Communication","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Risk communication; Flood myth; Risk perception; Preparedness; Risk management; Risk assessment; IT risk management; Natural hazard","score_opus":0.0026509614791600977,"score_gpt":0.20239787895340258,"score_spread":0.19974691747424247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986683474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755085,0.0003850933,0.000053674125,0.000049182825,0.000029197072,0.0005634096,0.00009593357,0.00003737683,0.0012353105],"genre_scores_gemma":[0.9085177,0.001994712,0.002146243,0.000011849348,0.000035547924,0.0000102091935,0.009966862,0.00005145507,0.077265374],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985808,0.00042901153,0.0001435818,0.00044862955,0.00019487659,0.00020311601],"domain_scores_gemma":[0.9983494,0.000024491206,0.0006773664,0.0006855032,0.00020384992,0.000059363014],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003008789,0.00022183343,0.0002899182,0.0001394775,0.00051934115,0.00001997023,0.00047072954,0.00030210533,0.00015458137],"category_scores_gemma":[0.000071042676,0.00029489715,0.00024919742,0.00019070898,0.000110158224,0.000023780765,0.00014042883,0.00041015228,0.0000041554267],"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":[0.0006682143,0.00060219417,0.08592461,0.0008198324,0.0038913952,0.00006341579,0.6133628,0.00050037587,0.23565997,0.00004479975,0.024578448,0.03388397],"study_design_scores_gemma":[0.0018226135,0.0011052692,0.09633641,0.00034662947,0.003467905,0.0000055730907,0.34194475,0.0013380417,0.5420608,0.0006245107,0.009264665,0.0016828133],"about_ca_topic_score_codex":0.47098795,"about_ca_topic_score_gemma":0.6823118,"teacher_disagreement_score":0.30640084,"about_ca_system_score_codex":0.00011131169,"about_ca_system_score_gemma":0.000085825246,"threshold_uncertainty_score":0.9999503},"labels":[],"label_agreement":null},{"id":"W6986765209","doi":"","title":"Quantum Random Access Codes with Shared Randomness","year":2009,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Quantum Information and Cryptography","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":"University of Waterloo","keywords":"Randomness; Communication source; Qubit; Upper and lower bounds; Random access; Quantum","score_opus":0.011517987716677216,"score_gpt":0.2033841031517796,"score_spread":0.19186611543510237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986765209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7988112,0.000044318793,0.19180776,0.007153359,0.00009180681,0.00030164345,0.0000070204455,0.00025041428,0.0015325069],"genre_scores_gemma":[0.98662734,0.00006132845,0.00920619,0.00025273557,0.00001241176,2.8833753e-7,0.000010297593,0.000004050092,0.003825352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990772,0.00006552935,0.000100132354,0.00020019212,0.00030762536,0.00024931857],"domain_scores_gemma":[0.9991501,0.000041123334,0.00013803205,0.0003732697,0.00017464485,0.00012281234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022138799,0.0001245547,0.00025394402,0.00027945644,0.0002800049,0.00017108503,0.0011662233,0.00006014365,0.00007578174],"category_scores_gemma":[0.0000072424828,0.00011507749,0.000103269405,0.0005192145,0.000119215976,0.0022184586,0.00009931353,0.00009054106,0.000025739435],"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":[0.0055336026,0.000702129,0.00710017,0.00021444712,0.0003482274,0.00026673867,0.42388,0.0014315884,0.0018702929,0.49360314,0.01725061,0.047799017],"study_design_scores_gemma":[0.17496496,0.004371972,0.2183106,0.0013037955,0.000495426,0.00017653544,0.18540856,0.31200114,0.014820207,0.042795844,0.039752886,0.0055980603],"about_ca_topic_score_codex":0.0022917036,"about_ca_topic_score_gemma":0.0012325752,"teacher_disagreement_score":0.4508073,"about_ca_system_score_codex":0.000017711474,"about_ca_system_score_gemma":0.00006146287,"threshold_uncertainty_score":0.46927238},"labels":[],"label_agreement":null},{"id":"W6986844327","doi":"","title":"Re-Imagining Healthy Aging within an Intergenerational Community","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Aging in place; Real estate; Affordable housing; Set (abstract data type); Independent living; Space (punctuation); Population ageing","score_opus":0.02695304737932368,"score_gpt":0.27198698940872895,"score_spread":0.24503394202940526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986844327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939711,0.00032783972,0.000030940624,0.0021270723,0.00057673693,0.0001636615,0.000058180092,0.00014497482,0.0025994559],"genre_scores_gemma":[0.8484075,0.0000680831,0.0046150726,0.00013693726,0.00012754418,4.1117383e-7,0.0052285576,0.000037566133,0.14137831],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99896497,0.00013282758,0.00015780627,0.00025294503,0.00029591203,0.00019553138],"domain_scores_gemma":[0.99902797,0.00007944813,0.00015699443,0.0003591802,0.0001814922,0.00019491262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031830027,0.00020095859,0.0003703217,0.0002798909,0.00028996222,0.000027890072,0.00022383343,0.00021309294,0.00015799986],"category_scores_gemma":[0.00006468004,0.00022660126,0.0001231793,0.00016242542,0.00007255991,0.0001824901,0.000083269115,0.000979474,0.000051217798],"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":[0.0011664066,0.00037699868,0.0024858245,0.0024653068,0.00038206324,0.00034732494,0.97760594,0.00022321618,0.002364719,0.0007142752,0.0073675727,0.0045003397],"study_design_scores_gemma":[0.0013696337,0.0011281758,0.009418293,0.0031208652,0.00071112136,0.000022445092,0.9748738,0.005292284,0.0026163326,0.00035137642,0.00061591057,0.00047979355],"about_ca_topic_score_codex":0.10216872,"about_ca_topic_score_gemma":0.19775094,"teacher_disagreement_score":0.14556363,"about_ca_system_score_codex":0.00010477907,"about_ca_system_score_gemma":0.0002220194,"threshold_uncertainty_score":0.92405313},"labels":[],"label_agreement":null},{"id":"W6986888946","doi":"","title":"Re-(en)visioning Salome: \\nThe Salomes of Hedwig Lachmann, Marcus Behmer, and Richard Strauss","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical Art and Culture 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":"Government of Ontario","keywords":"German; German literature; Drama; Translation studies; Rendering (computer graphics)","score_opus":0.012716425108190602,"score_gpt":0.21332898764450262,"score_spread":0.20061256253631202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986888946","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":[0.9369981,0.002439009,0.0000022605275,0.0005978541,0.0008066412,0.00023721377,0.00010438946,0.000067406945,0.05874711],"genre_scores_gemma":[0.30800778,0.0006276387,0.00020278073,0.000015875783,0.00019307018,3.4178447e-7,0.00023465558,0.000025179968,0.69069266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99887514,0.000042460637,0.00019323209,0.00030703822,0.00032730296,0.0002548068],"domain_scores_gemma":[0.9991343,0.000070047565,0.0002764196,0.0001777237,0.0002601265,0.00008135989],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015629984,0.0002651529,0.0005720719,0.00024125024,0.00056615,0.000025493671,0.0002248267,0.00018584591,0.0010378823],"category_scores_gemma":[0.000015969492,0.00024503845,0.00018160867,0.00007044383,0.00031241638,0.00018182426,0.00007206771,0.00026186855,0.00003211187],"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":[0.00020803473,0.00009880108,0.0002663442,0.0006266941,0.00028847167,0.00002849057,0.96634567,0.0000012595503,0.00042622062,0.00864043,0.017649526,0.00542007],"study_design_scores_gemma":[0.00043587497,0.00023745964,0.0030524486,0.0002970342,0.00029371332,5.9171344e-7,0.8400339,0.0000040620225,0.00016332912,0.00030966234,0.15479547,0.00037647443],"about_ca_topic_score_codex":0.01572079,"about_ca_topic_score_gemma":0.19576447,"teacher_disagreement_score":0.63194555,"about_ca_system_score_codex":0.000053902302,"about_ca_system_score_gemma":0.000024799088,"threshold_uncertainty_score":0.9998753},"labels":[],"label_agreement":null},{"id":"W6986973305","doi":"","title":"The Role of Lake Physical Variables and Atmospheric Forcings on the Change in Algal Biomass in North American Great Lakes","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Biomass (ecology); Climate change; Hindcast; Series (stratigraphy); Climate model; Surface water; Dynamic Bayesian network; Time series","score_opus":0.009146745695545794,"score_gpt":0.18964853273741908,"score_spread":0.18050178704187328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986973305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950481,0.00009236227,2.4544457e-7,0.00063671154,0.00003597923,0.0006100895,0.000407873,0.0001352302,0.0030334198],"genre_scores_gemma":[0.6208451,0.00051742874,0.00021732072,0.000025864678,0.00013536945,0.000010066939,0.00006959677,0.00095515244,0.37722412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845755,0.0001953626,0.00011158466,0.0004290249,0.00036086244,0.00044563977],"domain_scores_gemma":[0.9987699,0.00024257947,0.0003995688,0.00048856006,0.000034482757,0.0000649322],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022627719,0.0003359449,0.0006304772,0.00015521358,0.00010799512,0.000018034678,0.00057794055,0.00011505961,0.00007056724],"category_scores_gemma":[0.000022703092,0.00024741772,0.000111338355,0.0013966858,0.0009334677,0.00010331306,0.0002755952,0.0002687227,0.00010057729],"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":[0.0010862198,0.0006720565,0.72438234,0.00037098018,0.000834925,0.00022526382,0.2219281,0.000055841585,0.0020340832,0.0024361582,0.021164281,0.024809757],"study_design_scores_gemma":[0.002736706,0.00091037975,0.79645705,0.0011207595,0.00032757033,0.0000044580656,0.11074484,0.0056805927,0.00024826755,0.00026017686,0.08020011,0.0013090787],"about_ca_topic_score_codex":0.38611066,"about_ca_topic_score_gemma":0.9694384,"teacher_disagreement_score":0.5833277,"about_ca_system_score_codex":0.0000920041,"about_ca_system_score_gemma":0.000032996835,"threshold_uncertainty_score":0.9999978},"labels":[],"label_agreement":null},{"id":"W6986974034","doi":"","title":"The Role of Institutions on R&amp;D, FDI, and Economic Growth","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Contemporary and Historical Greek 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":"Intellectual property; Context (archaeology); Incentive; Foreign direct investment; Construct (python library); Index (typography)","score_opus":0.017921699858941525,"score_gpt":0.22762978389657293,"score_spread":0.20970808403763141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986974034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8899074,0.0006723039,9.858674e-7,0.0016314088,0.0003584235,0.00014857035,0.000021808632,0.000018772922,0.10724029],"genre_scores_gemma":[0.6700056,0.001253527,0.000029605606,0.000004554351,0.00004796213,2.7367534e-7,0.000022860631,0.0000037931536,0.32863182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948615,0.00006800604,0.00007264961,0.000142175,0.00011890102,0.000112132664],"domain_scores_gemma":[0.99949723,0.00010882286,0.00016422667,0.00011213052,0.00006890765,0.000048692593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017095731,0.00008336255,0.00019942685,0.00007460599,0.0010918722,0.000011044004,0.00021648341,0.00011035221,0.000028383265],"category_scores_gemma":[0.000031692947,0.00007872218,0.000079903715,0.000055847286,0.000418668,0.000091679336,0.000029081244,0.0001004356,0.000021703192],"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":[0.00028533212,0.000056386587,0.002957481,0.00008305466,0.00016279295,0.0000015504481,0.4852062,0.0000034965608,0.0000979585,0.49551407,0.0054050665,0.010226611],"study_design_scores_gemma":[0.00025641348,0.000101953636,0.0047454415,0.000083636616,0.00008823678,8.1333354e-8,0.3125641,0.00000447351,0.00005388411,0.0044842833,0.6774273,0.00019022767],"about_ca_topic_score_codex":0.20269533,"about_ca_topic_score_gemma":0.7190788,"teacher_disagreement_score":0.6720222,"about_ca_system_score_codex":0.000078691824,"about_ca_system_score_gemma":0.00013251073,"threshold_uncertainty_score":0.83979094},"labels":[],"label_agreement":null},{"id":"W6987013287","doi":"","title":"The Role of Campus Recreational Sports Participation in Predicting Students' Psychological Wellbeing during the Covid-19 Pandemic: A Goal Orientation Approach","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mindset; Recreation; Goal orientation; Stressor; Coping (psychology); Anxiety; Psychological resilience; Life satisfaction","score_opus":0.019161135448507817,"score_gpt":0.3074022712249006,"score_spread":0.28824113577639277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987013287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966891,0.00013289234,0.000020091975,0.00010954693,0.00045684786,0.0007015525,0.000023876935,0.000044920558,0.0018212012],"genre_scores_gemma":[0.9497844,0.00008009556,0.00009285885,0.000026817135,0.00004170252,0.00002144201,0.0007905103,0.000016782313,0.049145408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977693,0.00040249617,0.0003894857,0.00045879942,0.00071052276,0.00026940342],"domain_scores_gemma":[0.9984147,0.00022238363,0.00083099824,0.00035034394,0.00010007663,0.00008147852],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009865193,0.00018926973,0.0002907378,0.00020135035,0.0006155343,0.00001994812,0.0004909854,0.00023727129,0.0012641362],"category_scores_gemma":[0.00008596237,0.00015944126,0.00012582215,0.00038014812,0.00014290662,0.0001169273,0.00007143217,0.00047080548,0.0000029671016],"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":[0.0007112683,0.0002571712,0.7372717,0.000039482562,0.00006700474,0.000012185638,0.2583592,0.0007580817,0.00009529113,0.0008231613,0.00007037783,0.001535062],"study_design_scores_gemma":[0.0007387266,0.000049744267,0.614574,0.000019134364,0.000051808966,0.0000059213057,0.3836494,0.00005198914,0.0000065386835,0.0001449079,0.0006020714,0.00010572266],"about_ca_topic_score_codex":0.008639004,"about_ca_topic_score_gemma":0.0065832823,"teacher_disagreement_score":0.12529023,"about_ca_system_score_codex":0.00022873607,"about_ca_system_score_gemma":0.0000678251,"threshold_uncertainty_score":0.99964887},"labels":[],"label_agreement":null},{"id":"W6987128665","doi":"","title":"Side Channel Information Leakage: Design and Implementation of Hardware Countermeasure","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptographic Implementations and 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Side channel attack; Power analysis; Countermeasure; CMOS; Information leakage; Chip; Scan chain; Key (lock); Channel (broadcasting); Vulnerability (computing)","score_opus":0.010779983025828391,"score_gpt":0.22543186394641287,"score_spread":0.2146518809205845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987128665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9584011,0.000045684985,0.040062796,0.0003569647,0.00031383,0.000596157,0.00009699213,0.00005042881,0.000076089906],"genre_scores_gemma":[0.95934147,0.00032095495,0.035015382,0.000040924806,0.000025499932,0.0000035882115,0.0014616525,0.000018172359,0.0037723612],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989785,0.0000579218,0.0002176168,0.00021581125,0.00034753745,0.00018259286],"domain_scores_gemma":[0.9986932,0.000033309432,0.00049910485,0.00029521325,0.0004152419,0.00006387923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002918828,0.00017449065,0.00026703905,0.00045606866,0.00020512975,0.00006296577,0.0004418478,0.00018430255,0.00005448773],"category_scores_gemma":[0.000006862335,0.00020704101,0.000091874754,0.00026595278,0.000060653245,0.0013229941,0.00008105841,0.00019932393,0.0000042839433],"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":[0.00016789649,0.00010094403,0.00092793,0.0013071625,0.00026170883,0.000011276532,0.88106966,0.00007569701,0.009128904,0.009343637,0.0024773942,0.095127776],"study_design_scores_gemma":[0.004692215,0.00089750916,0.11318953,0.00037173094,0.0004068694,0.000018713186,0.836271,0.00935951,0.026650384,0.0038726975,0.0029702594,0.0012996045],"about_ca_topic_score_codex":0.017713636,"about_ca_topic_score_gemma":0.04182898,"teacher_disagreement_score":0.1122616,"about_ca_system_score_codex":0.000024746909,"about_ca_system_score_gemma":0.00013089391,"threshold_uncertainty_score":0.98882747},"labels":[],"label_agreement":null},{"id":"W6987131996","doi":"","title":"Sensitivity of the Thermal Structure and Circulation Patterns of a Simple Idealized Lake and Lake Erie to External Driving Forces","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Hypoxia (environmental); Thermal stratification; Anoxic waters; Climate change; Water level; Thermal; Lake ecosystem; Hydrology (agriculture); Temperate climate","score_opus":0.004223848351477395,"score_gpt":0.18456690972014514,"score_spread":0.18034306136866773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987131996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989127,0.000007764102,0.00005296519,0.00003938117,0.00006372963,0.00024444063,0.0006200636,0.0000043712794,0.00005461364],"genre_scores_gemma":[0.9962947,0.000006575423,0.0001384977,0.000005319717,0.0000059497643,2.0327577e-7,0.00014613473,0.000008151424,0.0033945122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992478,0.00010592325,0.00011126251,0.00018838624,0.00024448085,0.00010213296],"domain_scores_gemma":[0.99942714,0.000046749487,0.00031080015,0.00016057496,0.000013858182,0.00004086158],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015525863,0.00011459191,0.0002516897,0.00003737074,0.00013431854,0.0000066207185,0.00011665479,0.00008071016,0.0012865671],"category_scores_gemma":[0.000008829751,0.00010510271,0.000055988967,0.000074265365,0.00005346984,0.0000885098,0.00016396887,0.00009897495,3.207759e-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":[0.00007156923,0.000018263967,0.90036875,0.00029062494,0.000040421288,0.0000054422812,0.062145144,0.0030148388,0.031841304,0.00007144651,0.000018184954,0.002113999],"study_design_scores_gemma":[0.00023601203,0.00004612711,0.98141354,0.00009762841,0.000058933354,0.0000037510824,0.014681681,0.0027046364,0.0003681768,0.00013389484,0.00013764047,0.00011798648],"about_ca_topic_score_codex":0.024840595,"about_ca_topic_score_gemma":0.85505366,"teacher_disagreement_score":0.83021307,"about_ca_system_score_codex":0.00002355681,"about_ca_system_score_gemma":0.000010238379,"threshold_uncertainty_score":0.9996264},"labels":[],"label_agreement":null},{"id":"W6987201311","doi":"","title":"Secure Data Acquisition for Physics-based Side Channel Cybersecurity","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smart Grid Security and Resilience","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":"Data acquisition; Cloud computing; Anomaly detection; Detector; Data security; SCADA; Side channel attack; Server","score_opus":0.017865801653646787,"score_gpt":0.21725785294392916,"score_spread":0.19939205129028237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987201311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928502,0.00024081585,0.0009966685,0.0002635336,0.002146208,0.0007250405,0.0019317917,0.0006111726,0.00023455538],"genre_scores_gemma":[0.7718529,0.0010385211,0.0039941533,0.00007108097,0.0015089129,0.000012037424,0.084902056,0.00041714075,0.13620318],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988245,0.00002291476,0.00012236462,0.00043705566,0.00026244405,0.00033075843],"domain_scores_gemma":[0.99896437,0.00007687293,0.000108432876,0.0006337392,0.00012620099,0.000090376285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013646226,0.0002755849,0.0003833756,0.00017306795,0.00020020592,0.000022255941,0.0007510155,0.00038168623,0.00003111032],"category_scores_gemma":[0.000012854418,0.00035019446,0.00016869884,0.00025995114,0.000063443396,0.00030746983,0.000069855334,0.00026882684,0.000065470675],"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":[0.0017973849,0.0006803966,0.00015878877,0.026538765,0.0019234605,0.00031655515,0.58935344,0.15122072,0.029764656,0.0013944645,0.18709736,0.009753992],"study_design_scores_gemma":[0.0040462227,0.00037265735,0.0050172405,0.0022219936,0.0011517402,0.000003110784,0.2832373,0.6702957,0.022222945,0.002983347,0.0058029615,0.0026447307],"about_ca_topic_score_codex":0.003871214,"about_ca_topic_score_gemma":0.033144217,"teacher_disagreement_score":0.51907504,"about_ca_system_score_codex":0.000065609056,"about_ca_system_score_gemma":0.00006569768,"threshold_uncertainty_score":0.999895},"labels":[],"label_agreement":null},{"id":"W6987260172","doi":"","title":"Source and Fate of Contaminants in a Pit Lake and Water Treatment at the Faro Mine Complex","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Water quality; Acid mine drainage; Groundwater; Environmental remediation; Contamination; Leaching (pedology); Drainage; Surface water","score_opus":0.008844357776038448,"score_gpt":0.1992647268727885,"score_spread":0.19042036909675006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987260172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987307,0.000064270316,0.0000016448024,0.0004447845,0.000026087202,0.0002868036,0.00004050588,0.000009304572,0.00039586096],"genre_scores_gemma":[0.56918854,0.00039671833,0.000088993205,0.000014977663,0.0000038598155,0.000001551306,0.00041900203,0.0000087026865,0.42987764],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99936175,0.000053575306,0.00009146752,0.00021031596,0.00015249725,0.00013041343],"domain_scores_gemma":[0.99969065,0.00002141244,0.00011217934,0.00013711384,0.0000068513978,0.000031802763],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000102044294,0.0001260423,0.00023181383,0.00007341026,0.00013782924,0.000004261729,0.00012152023,0.000071245035,0.0024492408],"category_scores_gemma":[0.0000021032045,0.00008927582,0.000041638497,0.000060243477,0.00016849935,0.000073373485,0.00017351127,0.00006395769,0.000006332607],"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":[0.0004427186,0.00027254465,0.041857094,0.00026482847,0.000106241656,0.000051103616,0.6260309,0.000067134126,0.3027779,0.000021077303,0.002999295,0.025109177],"study_design_scores_gemma":[0.0043495903,0.0013837331,0.3169882,0.0001477937,0.00038102898,0.000021406699,0.39062184,0.0005984759,0.111651845,0.00014298306,0.17281084,0.00090227],"about_ca_topic_score_codex":0.04452588,"about_ca_topic_score_gemma":0.3527005,"teacher_disagreement_score":0.42954218,"about_ca_system_score_codex":0.00006342401,"about_ca_system_score_gemma":0.0000039191195,"threshold_uncertainty_score":0.9984627},"labels":[],"label_agreement":null},{"id":"W6987328786","doi":"","title":"Sounds of the Land of Promise: Listening to Ralph Ellison’s Metaphors of Memory in Invisible Man","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sound Studies and Aurality","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":"University of Waterloo","funders":"","keywords":"Soundscape; Active listening; Biography; Memory work; Order (exchange); Sound (geography); Period (music); Genius","score_opus":0.020093750970903688,"score_gpt":0.2593690999457288,"score_spread":0.23927534897482514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987328786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966853,0.0001564263,5.00079e-7,0.00040698232,0.00047881488,0.0004020668,0.00007998526,0.000013011032,0.0017769012],"genre_scores_gemma":[0.678821,0.000039589348,0.00010257603,0.000007780005,0.000012769866,0.0000012828449,0.00005725424,0.000019285288,0.32093844],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988136,0.00013568722,0.00027756463,0.0002881014,0.00026588354,0.00021913972],"domain_scores_gemma":[0.9987759,0.00008090401,0.0005139437,0.00044029258,0.00014915885,0.000039773724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031729828,0.00017797059,0.00069539924,0.00030511123,0.00007295149,0.0000032125156,0.00047644848,0.00021401052,0.00015914101],"category_scores_gemma":[0.000030622723,0.00016048012,0.00027029388,0.0005440647,0.00012815108,0.00004779719,0.00013297763,0.00019777348,0.000009458021],"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":[0.001031243,0.00023569845,0.11326927,0.0014775821,0.0007471764,0.000016381668,0.87196714,0.0001224962,0.0046661263,0.00019956325,0.0052084173,0.0010589074],"study_design_scores_gemma":[0.0008724956,0.00015112669,0.48672175,0.0003654077,0.00020844242,4.56512e-7,0.5093687,0.000007020584,0.001810703,0.00016017813,0.00016234293,0.00017134447],"about_ca_topic_score_codex":0.15155624,"about_ca_topic_score_gemma":0.15318209,"teacher_disagreement_score":0.37345248,"about_ca_system_score_codex":0.000040048548,"about_ca_system_score_gemma":0.000041159845,"threshold_uncertainty_score":0.8622701},"labels":[],"label_agreement":null},{"id":"W6987336769","doi":"","title":"Springwells Pottery Production at the Iler Earthworks","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Pottery; Assemblage (archaeology); Earthworks; Woodland; Diversity (politics)","score_opus":0.014893388279537638,"score_gpt":0.23381304625088253,"score_spread":0.21891965797134488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987336769","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":[0.9833792,0.00016297179,6.742696e-7,0.012560711,0.0015813063,0.0002530572,0.000004728608,0.00008302257,0.0019743154],"genre_scores_gemma":[0.14905904,0.0012157678,0.000032672047,0.000016986565,0.00016463242,5.5262063e-7,0.000056365585,0.000010707328,0.84944326],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989784,0.00014998807,0.00007017301,0.00027063314,0.00026800792,0.0002628414],"domain_scores_gemma":[0.99942696,0.000073977106,0.00014989178,0.00019201348,0.00011619948,0.0000409625],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00033383106,0.00012106655,0.00019773397,0.000104712,0.008340549,0.0000029175906,0.00028691714,0.00024855984,0.00032432354],"category_scores_gemma":[0.000047058173,0.0001076233,0.00012304798,0.00020315823,0.0005898828,0.00010264256,0.00045014717,0.000239183,0.00030529534],"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":[0.00007315102,0.000012557669,0.003141384,0.00003898848,0.00009979297,0.000010779858,0.9821384,0.000029993858,0.000113694805,0.00019947531,0.01329409,0.0008477096],"study_design_scores_gemma":[0.00012295166,0.000028749047,0.044494815,0.00011273798,0.00012702523,4.9658604e-7,0.8903571,0.0000025224151,0.0003058117,0.0004989984,0.06373804,0.00021077465],"about_ca_topic_score_codex":0.052268647,"about_ca_topic_score_gemma":0.7642939,"teacher_disagreement_score":0.847469,"about_ca_system_score_codex":0.00006492993,"about_ca_system_score_gemma":0.00006737889,"threshold_uncertainty_score":0.99295044},"labels":[],"label_agreement":null},{"id":"W6987459294","doi":"","title":"Surface solar radiation and lake productivity: Investigating a global relationship","year":2021,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Global Water Futures; Canada First Research Excellence Fund; Environment and Climate Change Canada; University of Waterloo","keywords":"Algal bloom; Bloom; Sea surface temperature; Satellite; Limiting; Regression analysis; Time series; Phytoplankton","score_opus":0.021651669757842107,"score_gpt":0.21431527308191017,"score_spread":0.19266360332406807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987459294","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":[0.9686232,0.0014838029,0.000041767467,0.002203725,0.00024334046,0.0007753162,0.0009861793,0.0004998388,0.025142819],"genre_scores_gemma":[0.01607901,0.00005410788,0.010195132,0.000009995287,0.000082919214,2.0192702e-7,0.00060656195,0.00025979575,0.9727123],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814963,0.00033465202,0.00011247552,0.0006919182,0.0003914294,0.0003198888],"domain_scores_gemma":[0.9986831,0.000049327125,0.00048663816,0.0005067722,0.00010104739,0.00017311121],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035069964,0.0003210881,0.00049611536,0.00020293095,0.00021010678,0.00004175542,0.00021887523,0.0004141141,0.0008330565],"category_scores_gemma":[0.00017726042,0.00043242628,0.000095897776,0.0006464508,0.0004109715,0.00024755308,0.00023786556,0.00030980093,0.00019681171],"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":[0.00006502775,0.0002087572,0.53138936,0.0014627568,0.00072578,0.00014825973,0.047050506,0.00031469858,0.0034263553,0.0014437054,0.41176394,0.0020008541],"study_design_scores_gemma":[0.0070863008,0.0003463576,0.36852273,0.0045986925,0.0021189593,0.00015344172,0.08616206,0.002004315,0.0007382453,0.0020326711,0.5219076,0.004328586],"about_ca_topic_score_codex":0.04715049,"about_ca_topic_score_gemma":0.3520991,"teacher_disagreement_score":0.9525442,"about_ca_system_score_codex":0.00017500336,"about_ca_system_score_gemma":0.00019364813,"threshold_uncertainty_score":0.9998128},"labels":[],"label_agreement":null},{"id":"W6987495072","doi":"","title":"Synthetic Correlated Diffusion Imaging for Prostate Cancer Detection and Risk Assessment","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"MRI in cancer diagnosis","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":"Blackberry (Canada)","funders":"","keywords":"Prostate cancer; Magnetic resonance imaging; Modality (human–computer interaction); Prostate; Risk assessment; Diffusion MRI; Multiparametric MRI; Cancer","score_opus":0.008171033855852633,"score_gpt":0.24989372466438836,"score_spread":0.24172269080853573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987495072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99597645,0.00030675015,0.000041876454,0.0013554086,0.0007776344,0.0012011846,0.00015751316,0.000118469434,0.00006468936],"genre_scores_gemma":[0.5364616,0.033623796,0.0013413561,0.00002698136,0.00011590328,0.000045726105,0.0010374422,0.00016695332,0.42718026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99887884,0.000040599127,0.00013434415,0.00045695362,0.00024955077,0.00023973115],"domain_scores_gemma":[0.9989569,0.00010371937,0.00034200522,0.0002216749,0.00027015005,0.00010555599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016274459,0.00022005072,0.00043070377,0.0003261787,0.00024739892,0.00001667982,0.00008197171,0.00019627606,0.00009053116],"category_scores_gemma":[0.000023352937,0.00024374384,0.0001367572,0.00019367528,0.00006525057,0.00009946676,0.000039827515,0.00029925047,0.000007583264],"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":[0.0051722764,0.00044402108,0.28597113,0.0093927635,0.0017335735,0.0001719065,0.20120046,0.00021476351,0.052005522,0.000016878432,0.010021379,0.43365532],"study_design_scores_gemma":[0.008542644,0.00093671214,0.6836913,0.006321196,0.0072168256,0.000014884831,0.24692062,0.0322572,0.009702782,0.00022507313,0.0031631587,0.0010076099],"about_ca_topic_score_codex":0.08938274,"about_ca_topic_score_gemma":0.09158175,"teacher_disagreement_score":0.4595149,"about_ca_system_score_codex":0.00033190404,"about_ca_system_score_gemma":0.00012945426,"threshold_uncertainty_score":0.99395853},"labels":[],"label_agreement":null},{"id":"W6987571442","doi":"","title":"Telling the Stories, Branding the Land: Examining Regional Narratives and Texts in Northern Alberta","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Narrative; Gloom; Headline; Casual; Exposition (narrative); Government (linguistics); Subject (documents)","score_opus":0.01595486217911206,"score_gpt":0.1830391863782007,"score_spread":0.16708432419908864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987571442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926912,0.0014243209,1.7826333e-7,0.0010743637,0.00019155782,0.000105623934,0.00001880137,0.0000057754187,0.0044881646],"genre_scores_gemma":[0.56511503,0.00024030801,0.000020579473,0.000045964833,0.00011776769,5.5912324e-7,0.0003936094,0.000014384865,0.43405178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993828,0.000066625515,0.00008134027,0.00019601581,0.00013298534,0.000140248],"domain_scores_gemma":[0.99960357,0.00012008788,0.000089018635,0.00013752919,0.000026601092,0.000023210025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008950421,0.00014498697,0.00018837757,0.0000549628,0.00057530095,0.00009084046,0.0001669205,0.000079479476,0.00026044843],"category_scores_gemma":[0.000005228586,0.000102352824,0.00004786348,0.000032280688,0.00021810306,0.00017908402,0.000038420792,0.00026615057,0.000004174905],"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":[0.000044630997,0.000017737675,0.0041169934,0.00008111011,0.000041917374,0.000015224978,0.9924468,0.0000078811745,0.000068839596,0.0025010179,0.00022985165,0.0004280141],"study_design_scores_gemma":[0.00022551858,0.000029739278,0.0060835714,0.00031705736,0.000037688013,0.0000024917908,0.97202915,0.00001231351,0.000016721979,0.00023493227,0.020861853,0.00014896748],"about_ca_topic_score_codex":0.034397587,"about_ca_topic_score_gemma":0.8583497,"teacher_disagreement_score":0.8239521,"about_ca_system_score_codex":0.000025443767,"about_ca_system_score_gemma":0.00001770911,"threshold_uncertainty_score":0.9720324},"labels":[],"label_agreement":null},{"id":"W6987600242","doi":"","title":"The Tomato Palace; Empathy, Practice, &amp; Design","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mathematics Education and Programs","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":"Nucleofection; Circumstantial evidence; Pretext; Articular cartilage damage; TSG101; Work (physics)","score_opus":0.042787603555967044,"score_gpt":0.28942558017139564,"score_spread":0.24663797661542858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987600242","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":[0.96828383,0.0005964748,0.0014354329,0.005482644,0.0016005061,0.003056593,0.00002275451,0.00037631203,0.019145431],"genre_scores_gemma":[0.0015171692,0.0003039177,0.08433687,0.000023649602,0.00005156037,0.000006632739,0.00014087757,0.000056128094,0.9135632],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99836206,0.0002718936,0.0002573653,0.00029400087,0.00048118248,0.00033348263],"domain_scores_gemma":[0.9965829,0.0011472186,0.0008123068,0.0007723267,0.00055050233,0.0001347408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007744999,0.00029977396,0.00042376007,0.00013169495,0.00048185527,0.00012084518,0.0006580379,0.00033053497,0.00088695344],"category_scores_gemma":[0.0005019455,0.00025498553,0.00020772258,0.00020371652,0.00009944466,0.00023365297,0.00005836985,0.00034015984,0.00073723524],"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":[0.00023560744,0.00052749936,0.0000135952705,0.0012210939,0.00050814654,0.000010406371,0.651666,0.0000032171977,0.0002487216,0.035488702,0.30160427,0.008472724],"study_design_scores_gemma":[0.00067407533,0.00017124183,0.000078280835,0.00044041692,0.00070661487,0.000017886556,0.8503775,0.00022998762,0.00057976134,0.06415224,0.08184836,0.000723625],"about_ca_topic_score_codex":0.003200621,"about_ca_topic_score_gemma":0.008935434,"teacher_disagreement_score":0.96676666,"about_ca_system_score_codex":0.00006667693,"about_ca_system_score_gemma":0.00018097939,"threshold_uncertainty_score":0.9999902},"labels":[],"label_agreement":null},{"id":"W6987653464","doi":"","title":"Towards democratizing water quality monitoring processes for the lower Grand River and nearshore Lake Erie","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Resources 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":"Water quality; Indigenous; Context (archaeology); Corporate governance; Watershed; Benthic zone; Freshwater ecosystem; Cladophora; Limnology; Water security; Ecosystem","score_opus":0.02394524720468044,"score_gpt":0.2638965442260919,"score_spread":0.23995129702141144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987653464","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":[0.99495196,0.000885173,0.000017353597,0.0026406317,0.0005465623,0.00034786327,0.00012605998,0.000028324097,0.0004560653],"genre_scores_gemma":[0.43339622,0.002691263,0.00088743,0.000020564705,0.00045084208,0.0000045448005,0.00026399185,0.000039592323,0.56224555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998785,0.00008499318,0.00011824016,0.00033081582,0.00034579236,0.00033513445],"domain_scores_gemma":[0.9991056,0.00012441346,0.00016751632,0.00017424776,0.00034635118,0.00008187973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035669023,0.00018152919,0.00031654074,0.000040019797,0.0011247859,0.00012270607,0.00034469782,0.00022105443,0.00010332833],"category_scores_gemma":[0.000082534694,0.00014012337,0.00013331772,0.00012197032,0.0002826534,0.00027317155,0.000071782924,0.00016411857,0.0000024727485],"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":[0.00029579128,0.000052214917,0.0037277213,0.000831966,0.00015918446,0.000017808134,0.98708427,0.0000108918675,0.00048440913,0.0002042884,0.0007900401,0.006341429],"study_design_scores_gemma":[0.00088387926,0.00010771907,0.028501498,0.000561581,0.00033326453,9.63128e-7,0.7197623,0.000008610158,0.0037369747,0.00066247984,0.2448515,0.0005892259],"about_ca_topic_score_codex":0.05429354,"about_ca_topic_score_gemma":0.5816938,"teacher_disagreement_score":0.5617895,"about_ca_system_score_codex":0.00003845126,"about_ca_system_score_gemma":0.00013694173,"threshold_uncertainty_score":0.952004},"labels":[],"label_agreement":null},{"id":"W6987686194","doi":"","title":"Towards Private Biometric Authentication and Identification","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Handwritten Text Recognition 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":"Natural Sciences and Engineering Research Council of Canada; Strong","keywords":"Handwriting; Biometrics; Robustness (evolution); Task (project management); Handwriting recognition; Identification (biology); Set (abstract data type); Authentication (law)","score_opus":0.015410398169232542,"score_gpt":0.2324065540435118,"score_spread":0.21699615587427926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987686194","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":[0.9849105,0.00009202728,0.012534694,0.0007867017,0.0003924777,0.00041177514,0.000022388433,0.0006508806,0.00019855937],"genre_scores_gemma":[0.38071713,0.0018084655,0.051018175,0.000022205251,0.000053302443,0.0000068256372,0.0014062459,0.000069753085,0.5648979],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876136,0.000058797545,0.00017155748,0.00048304148,0.0003415627,0.00018369271],"domain_scores_gemma":[0.99880964,0.00003434219,0.000357273,0.0004603749,0.0002597046,0.0000786583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030541592,0.00017079778,0.00025148652,0.0014655341,0.00016163188,0.00010109596,0.0007429463,0.00024269316,0.000026306985],"category_scores_gemma":[0.000042518892,0.00021034853,0.00008967143,0.0013495963,0.00006091395,0.0005226032,0.00015680122,0.00014241264,0.0001666502],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000515651,0.00019255557,0.00030407065,0.001319223,0.00024226835,0.000043950797,0.16712141,8.3944167e-7,0.077112675,0.013866544,0.0034810156,0.7362639],"study_design_scores_gemma":[0.0022586433,0.00070931547,0.47772723,0.0016225734,0.0007371424,0.000026577212,0.08332789,0.011471913,0.3525395,0.06351184,0.0030104036,0.0030569567],"about_ca_topic_score_codex":0.003716721,"about_ca_topic_score_gemma":0.0013059078,"teacher_disagreement_score":0.7332069,"about_ca_system_score_codex":0.000059895956,"about_ca_system_score_gemma":0.000057452566,"threshold_uncertainty_score":0.8577764},"labels":[],"label_agreement":null},{"id":"W6987686881","doi":"","title":"Transforming electrical energy systems towards sustainability in a complex world: the cases of Ontario and Costa Rica","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Edcuational Technology 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":"Sustainability; Electric potential energy; Energy (signal processing); Transformative learning; Climate change; Energy management","score_opus":0.017790991441621343,"score_gpt":0.2275717060974506,"score_spread":0.20978071465582926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987686881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99642074,0.0002035422,0.00049377,0.0018653515,0.00015823882,0.0005095586,0.000012820929,0.00009192464,0.00024407633],"genre_scores_gemma":[0.91475374,0.000050312094,0.00035914953,0.0000056706585,0.000008910414,0.0000037553189,0.00008090623,0.000011810019,0.084725745],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985571,0.0001463028,0.0002481927,0.0004033827,0.00037400337,0.0002710192],"domain_scores_gemma":[0.99871314,0.00022002526,0.00026466287,0.00041870563,0.0003361954,0.000047247115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003915808,0.00018692597,0.00049264345,0.0007105223,0.0001416357,0.000027538792,0.00087816163,0.00021807036,0.00000636173],"category_scores_gemma":[0.000047433936,0.00017750332,0.00008666227,0.0011234112,0.0001483663,0.00020170126,0.00011556796,0.00027991738,0.0000010882917],"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":[0.000741556,0.00052195793,0.0259524,0.002581835,0.00062927674,0.0009276305,0.75770175,0.0008184748,0.0011697651,0.15004043,0.0036049837,0.055309955],"study_design_scores_gemma":[0.0038526752,0.0013585585,0.4148634,0.0012098285,0.00038323726,0.00016911501,0.49787322,0.043251615,0.0019316804,0.013055607,0.019973624,0.0020774193],"about_ca_topic_score_codex":0.77805537,"about_ca_topic_score_gemma":0.92971563,"teacher_disagreement_score":0.388911,"about_ca_system_score_codex":0.0007200746,"about_ca_system_score_gemma":0.00084537687,"threshold_uncertainty_score":0.72383755},"labels":[],"label_agreement":null},{"id":"W6987688222","doi":"","title":"Toward the Interested Investigator: Examining the Epistemic Dimensions of Relational Theory in Zoology","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Philosophy and History of Science","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; University of Waterloo","keywords":"Ignorance; Focus (optics); Philosophy of science; Identity (music); Relational theory; Subject (documents); Sociology of scientific knowledge; Reflexivity","score_opus":0.07471562009113587,"score_gpt":0.21381617195751684,"score_spread":0.13910055186638098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987688222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990187,0.00014613537,4.082618e-7,0.0034008739,0.0006464312,0.00015101068,0.000031302745,0.000024787934,0.0054120794],"genre_scores_gemma":[0.79044086,0.000038113263,0.00001822163,0.000045265588,0.000040784405,6.796605e-7,0.00007618567,0.00000960926,0.2093303],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999134,0.00017864585,0.00015516605,0.00019584237,0.00019779433,0.00013852109],"domain_scores_gemma":[0.9990253,0.00034258267,0.0002801989,0.00021866942,0.000096810945,0.000036435416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043544077,0.00012228714,0.00022780175,0.00023087367,0.00040067927,0.000010736021,0.00049624644,0.00010055652,0.0002574178],"category_scores_gemma":[0.00006982537,0.00008167832,0.000086321845,0.00009184138,0.0013611,0.00014338619,0.0000727747,0.00031132437,0.00004390564],"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":[0.00006497788,0.000016588474,0.00016600775,0.000060432016,0.00003084856,0.000007480941,0.7628345,0.00002192863,0.00033710606,0.23530494,0.0009903897,0.00016484411],"study_design_scores_gemma":[0.0002566231,0.00011247357,0.012033267,0.0003970541,0.00009254791,0.0000017007577,0.92713934,0.00006626333,0.000044973363,0.05759032,0.0020891188,0.00017634218],"about_ca_topic_score_codex":0.010034879,"about_ca_topic_score_gemma":0.106588945,"teacher_disagreement_score":0.20391823,"about_ca_system_score_codex":0.000045508918,"about_ca_system_score_gemma":0.0001293829,"threshold_uncertainty_score":0.99655735},"labels":[],"label_agreement":null},{"id":"W6987713742","doi":"","title":"Two-Colour Nonlinear Amplification for Mid-infrared Generation by Difference Frequency Generation","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Photonic Crystal and Fiber Optics","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":"University of Waterloo","funders":"","keywords":"Laser; Broadband; Wavelength; Amplifier; Chirped pulse amplification; Dispersion (optics); Nonlinear system; Fiber laser; Laser power scaling; Pulse (music)","score_opus":0.014143520806384936,"score_gpt":0.20511206878063043,"score_spread":0.1909685479742455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987713742","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":[0.99452597,0.0005981519,0.0020961224,0.000103389626,0.0011077969,0.0005426878,0.0005380863,0.00020365657,0.0002841469],"genre_scores_gemma":[0.36744595,0.0014216732,0.031701088,0.000028144612,0.0008184137,0.000030350191,0.05966996,0.00024257456,0.5386418],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906516,0.000014270375,0.00018362528,0.00033817033,0.00018104533,0.00021775007],"domain_scores_gemma":[0.99940217,0.000015603753,0.0001025029,0.0002463571,0.00016257234,0.00007081689],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006991916,0.00026056098,0.00028784137,0.00016385023,0.00013266785,0.00005502298,0.00021027194,0.00030686773,0.00004640435],"category_scores_gemma":[0.000006906401,0.00031756793,0.00013920495,0.00014665266,0.000026217067,0.00015662226,0.00001526199,0.00020293299,0.00002663799],"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":[0.000022507826,0.000033051572,0.000005582907,0.00053026725,0.00010810695,0.0000028270301,0.022070562,0.00084421335,0.96584123,0.00016428363,0.008810715,0.0015666236],"study_design_scores_gemma":[0.0013121349,0.00027391498,0.00014551156,0.000245952,0.00060834206,0.000003360206,0.023371106,0.8054615,0.1618067,0.00094276306,0.004655226,0.0011734819],"about_ca_topic_score_codex":0.0013646379,"about_ca_topic_score_gemma":0.008173111,"teacher_disagreement_score":0.8046173,"about_ca_system_score_codex":0.0001709229,"about_ca_system_score_gemma":0.000057956262,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W6987732695","doi":"","title":"The time-use of Canadian immigrant families: differences in time inputs on child raising","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Prosperity; Settlement (finance); Raising (metalworking); Time allocation; Production (economics); Socioeconomic status; Cognition","score_opus":0.011367265718514563,"score_gpt":0.20540522799396838,"score_spread":0.1940379622754538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987732695","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":[0.9929123,0.000060748956,3.117537e-7,0.0027942166,0.00013969133,0.00019694674,0.000075343996,0.000013199003,0.0038072648],"genre_scores_gemma":[0.36097732,0.0019548757,0.00005270506,0.00005675383,0.000025483972,3.094096e-7,0.00040308855,0.000012986403,0.63651645],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987852,0.00021647898,0.00013327604,0.00021294798,0.0003920067,0.00026006976],"domain_scores_gemma":[0.99918836,0.00013743524,0.00019501639,0.00019206779,0.00017211438,0.00011502653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025538288,0.00013964355,0.0002964882,0.0005546906,0.00058958307,0.00006669222,0.0004082889,0.00024667018,0.00028015216],"category_scores_gemma":[0.0000824928,0.00013280495,0.00010852959,0.00069418765,0.00019172412,0.00013956593,0.000018586617,0.00021957107,0.000027639737],"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":[0.000102307415,0.000062519306,0.0023805622,0.000047527617,0.00007265939,0.000022959393,0.99080235,0.000045895333,0.0003574773,0.0021024048,0.0016419875,0.002361334],"study_design_scores_gemma":[0.0005528481,0.000103096994,0.046883896,0.0010731263,0.00008928481,3.5019258e-7,0.9202557,0.0008512166,0.00019851285,0.00010920895,0.029362427,0.000520281],"about_ca_topic_score_codex":0.9478843,"about_ca_topic_score_gemma":0.9991099,"teacher_disagreement_score":0.6327092,"about_ca_system_score_codex":0.0001315811,"about_ca_system_score_gemma":0.0004337245,"threshold_uncertainty_score":0.54156286},"labels":[],"label_agreement":null},{"id":"W6987762776","doi":"","title":"Transforming the Gardiner Expressway:\\nA Vision for Personal Rapid Transit in 2015","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Underground infrastructure and sustainability","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":"Downtown; Urban planning; Public transport; Liability; Transit (satellite); Transportation planning; Bus rapid transit; Transit system; Urban area; Work (physics)","score_opus":0.005527509433564258,"score_gpt":0.21088725258626947,"score_spread":0.20535974315270522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987762776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931276,0.0004178572,0.0036850167,0.0003187925,0.00032736087,0.00069174566,0.000043239685,0.00007030342,0.0013181048],"genre_scores_gemma":[0.9510925,0.00016113897,0.0010976166,0.00001403837,0.00007712994,0.0000023378961,0.0004098762,0.000054726865,0.04709066],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99899405,0.000026588,0.00016189717,0.00024481598,0.00022653087,0.00034611966],"domain_scores_gemma":[0.9995433,0.00007021181,0.000049145165,0.0001645086,0.00011231719,0.00006049503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000275687,0.00025281604,0.0003626446,0.00024093807,0.00014711954,0.000019296962,0.00024498336,0.000359818,0.00015961225],"category_scores_gemma":[0.0000055098362,0.00023495454,0.00026650573,0.00015997322,0.000064970205,0.0002878816,0.000007662972,0.00035418052,0.000002269638],"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":[0.0016545397,0.00011024822,0.00020875245,0.0036122673,0.0003125216,0.00004813913,0.86962146,0.0036473456,0.030526018,0.00020032616,0.009054766,0.08100363],"study_design_scores_gemma":[0.0039630975,0.00041911218,0.009596467,0.00046523564,0.0004035654,0.000007838357,0.91910475,0.02715556,0.008444003,0.0011943893,0.027935049,0.0013109369],"about_ca_topic_score_codex":0.0024311908,"about_ca_topic_score_gemma":0.01886656,"teacher_disagreement_score":0.07969269,"about_ca_system_score_codex":0.00016388285,"about_ca_system_score_gemma":0.000050386046,"threshold_uncertainty_score":0.99903655},"labels":[],"label_agreement":null},{"id":"W6987778311","doi":"","title":"Trois espaces de circulation du livre : la librairie, la bibliothèque et la salle de classe chez Gérard Bessette, Jacques Poulin et Naomi Fontaine","year":2024,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"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":"Circulation (fluid dynamics); Woodcut; Far right","score_opus":0.007325062194460273,"score_gpt":0.21124071394618854,"score_spread":0.20391565175172827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987778311","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":[0.91588265,0.0050603775,0.000032903667,0.033341676,0.00036329322,0.00035189133,0.00048351582,0.00022774111,0.044255953],"genre_scores_gemma":[0.441381,0.0059953397,0.0007072739,0.00033799387,0.00041990328,0.000004375983,0.0013027001,0.000088724744,0.54976267],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976505,0.0007791341,0.00024036002,0.00055555714,0.0003209033,0.00045356705],"domain_scores_gemma":[0.9985998,0.00038772202,0.0002919648,0.0002490346,0.00032289905,0.00014852286],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006163274,0.0005635093,0.00067174627,0.0008037721,0.0006978744,0.00091929344,0.00036990907,0.00069217157,0.00051268993],"category_scores_gemma":[0.00004873887,0.0005664205,0.00045782363,0.00038210378,0.00043946807,0.0012984903,0.00014896489,0.00084318593,0.000051225907],"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":[0.00025830654,0.00023438926,0.002663735,0.0013844757,0.00075616164,0.000267791,0.7625194,0.000065749526,0.0011531597,0.16844316,0.062087983,0.00016568156],"study_design_scores_gemma":[0.0009139103,0.00023862137,0.01598887,0.0016717608,0.00076310145,0.000038086186,0.49365047,0.00020318395,0.00020490774,0.001981906,0.48362526,0.0007199169],"about_ca_topic_score_codex":0.049522348,"about_ca_topic_score_gemma":0.27044055,"teacher_disagreement_score":0.50550675,"about_ca_system_score_codex":0.00013625502,"about_ca_system_score_gemma":0.00044985863,"threshold_uncertainty_score":0.99967873},"labels":[],"label_agreement":null},{"id":"W6987844499","doi":"","title":"Uncontrollable Beauty","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Art, Politics, and Modernism","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":"University of Waterloo","funders":"NSCAD University","keywords":"Nucleofection; Gestational period; Dysgeusia; TSG101; Liquation; Durvalumab; Emperipolesis; Fusible alloy; Diafiltration","score_opus":0.02176581065884669,"score_gpt":0.20066122060324412,"score_spread":0.17889540994439743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987844499","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":[0.77114725,0.0005197666,0.000002900397,0.00048064816,0.0018976661,0.00026893188,0.00026471764,0.00011083716,0.22530727],"genre_scores_gemma":[0.17288548,0.00004754846,0.00005065349,0.000034068606,0.00040230757,2.5835823e-7,0.0005988754,0.000024073353,0.82595676],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990575,0.000030363324,0.00010618886,0.00020428943,0.0002037539,0.00039794805],"domain_scores_gemma":[0.9992283,0.000020974681,0.00019660794,0.0002477756,0.00017943679,0.0001269027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009125701,0.0002084927,0.0003769749,0.0001508407,0.00040251555,0.00003428866,0.00024777636,0.00016995698,0.004677014],"category_scores_gemma":[0.0000051635648,0.00022888083,0.00019279373,0.0000023390296,0.0001780337,0.00029233718,0.000032697077,0.0001791203,0.00039427736],"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":[0.000078266195,0.000072110604,0.00008729933,0.00019889446,0.0001437053,0.000007233369,0.9622309,0.0000020260466,0.00014110218,0.014951823,0.021427391,0.0006592183],"study_design_scores_gemma":[0.0007261967,0.000084615705,0.000775836,0.00009913896,0.00038189744,6.112303e-7,0.43943754,0.000030231871,0.00019999176,0.001474894,0.55637616,0.0004128921],"about_ca_topic_score_codex":0.17978002,"about_ca_topic_score_gemma":0.7722796,"teacher_disagreement_score":0.6006495,"about_ca_system_score_codex":0.000062143234,"about_ca_system_score_gemma":0.000082962455,"threshold_uncertainty_score":0.99623287},"labels":[],"label_agreement":null},{"id":"W6987952452","doi":"","title":"On Using Embeddings for Ownership Verification of Graph Neural Networks","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Graph Neural Networks","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":"Blackberry (Canada)","funders":"","keywords":"Embedding; Graph; Artificial neural network; Benchmark (surveying); Suspect; Node (physics); Pattern recognition (psychology); Feature extraction","score_opus":0.02383654630530054,"score_gpt":0.24197872543077387,"score_spread":0.21814217912547332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987952452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9546364,0.000060265185,0.043184433,0.00019871244,0.0011618108,0.00053931755,0.000017583114,0.00017623662,0.000025264304],"genre_scores_gemma":[0.88249534,0.00017062467,0.04460601,0.000059420494,0.00014701312,0.0000038488733,0.0008543518,0.00012924867,0.07153416],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985259,0.000055986002,0.0001970508,0.0005675069,0.00029940787,0.00035414196],"domain_scores_gemma":[0.9982808,0.00019324539,0.0006335814,0.00055883103,0.00025061695,0.000082910825],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001574179,0.00026517242,0.00043188187,0.00049013266,0.0002036017,0.000024957328,0.0010062507,0.0003081869,0.00000418749],"category_scores_gemma":[0.000023125673,0.00030408727,0.0003116634,0.000821965,0.00008172974,0.0003936591,0.00007909055,0.00027029292,0.0000026098323],"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":[0.0022706015,0.00032019182,0.0004657915,0.0017004175,0.0005541698,0.00007703344,0.1092925,0.7651705,0.015451193,0.043979865,0.0042583686,0.056459337],"study_design_scores_gemma":[0.00096030935,0.00048097872,0.0022449803,0.0004983331,0.00015629097,0.0000022128977,0.014541351,0.9716621,0.0019388922,0.0068152878,0.000038978153,0.0006603044],"about_ca_topic_score_codex":0.0016573848,"about_ca_topic_score_gemma":0.0023828319,"teacher_disagreement_score":0.20649154,"about_ca_system_score_codex":0.000051873893,"about_ca_system_score_gemma":0.000032308246,"threshold_uncertainty_score":0.9999411},"labels":[],"label_agreement":null},{"id":"W6987960037","doi":"","title":"Variants of Pseudo-deterministic Algorithms and Duality in TFNP","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Complexity and Algorithms in Graphs","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":"Blackberry (Canada)","funders":"","keywords":"Randomized algorithm; Bounded function; Deterministic algorithm; Quantum algorithm; Verifiable secret sharing; Relaxation (psychology); Duality (order theory); Search algorithm; Perspective (graphical)","score_opus":0.020996894585441246,"score_gpt":0.2356262123878076,"score_spread":0.21462931780236635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987960037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978762,0.0000577888,0.00064795546,0.00023679774,0.0005869964,0.00020940034,0.00005719866,0.000079050755,0.0002485729],"genre_scores_gemma":[0.5370921,0.0011063117,0.11894167,0.00004187714,0.00011987504,0.0000030813362,0.00052429,0.00009776571,0.34207302],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99856997,0.000098664146,0.00022022193,0.0005144692,0.00033136358,0.00026530653],"domain_scores_gemma":[0.998889,0.00012500447,0.0002923897,0.0004930715,0.00011715493,0.00008335376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003266873,0.00021413669,0.0005225302,0.0005343272,0.00010997574,0.000029360137,0.0008841678,0.00022472804,0.000021705366],"category_scores_gemma":[0.000027238375,0.00026519466,0.00011914021,0.0006097738,0.00014754428,0.0002736443,0.0002986196,0.0002486392,0.000012321834],"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":[0.00036720507,0.00094285037,0.004397641,0.004820796,0.00051946426,0.0015621776,0.7462677,0.00010699289,0.0038912995,0.03382784,0.0013313567,0.2019647],"study_design_scores_gemma":[0.0035590928,0.0008076511,0.7194211,0.0021091895,0.00022830383,0.000036139936,0.13303363,0.093378164,0.0012732662,0.04416641,0.00018493082,0.0018021255],"about_ca_topic_score_codex":0.024813011,"about_ca_topic_score_gemma":0.024604185,"teacher_disagreement_score":0.71502346,"about_ca_system_score_codex":0.00003017963,"about_ca_system_score_gemma":0.00009834794,"threshold_uncertainty_score":0.99998003},"labels":[],"label_agreement":null},{"id":"W6988117499","doi":"","title":"Wetland birds and invasive plant management","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Wetland; Habitat; Marsh; Threatened species; Invasive species; Wildlife; Waterfowl; Ecosystem; Introduced species","score_opus":0.004642963929926225,"score_gpt":0.16556058084178335,"score_spread":0.16091761691185713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988117499","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":[0.9909336,0.000028739023,0.0000018853945,0.00011417264,0.00019507301,0.00029059616,0.00014483473,0.000030112169,0.0082609765],"genre_scores_gemma":[0.26606357,0.00070146867,0.00047533566,0.000014693133,0.000011380469,0.0000015996927,0.0013798538,0.000032534994,0.73131955],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898696,0.000036398644,0.000090865506,0.00036613035,0.00031424698,0.00020537156],"domain_scores_gemma":[0.9995062,0.000021570193,0.00015927786,0.00022264189,0.000005507436,0.00008482174],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010106852,0.00017861977,0.00024792165,0.000115353236,0.0002342253,0.000014641157,0.00029357706,0.00009840943,0.0033987972],"category_scores_gemma":[0.000002192132,0.00020752764,0.00006785576,0.00013528504,0.000054814085,0.000121022575,0.0004541908,0.00014906796,0.00010607228],"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":[0.0027819811,0.00082598306,0.23128267,0.0071407272,0.0016221672,0.003561119,0.62140465,0.0026915523,0.012693001,0.0014194335,0.069090046,0.045486704],"study_design_scores_gemma":[0.0024864806,0.0005130827,0.25410634,0.00040703028,0.0006477697,0.000048174792,0.7075349,0.0017189337,0.00036826052,0.0005864715,0.030081183,0.0015013461],"about_ca_topic_score_codex":0.051895425,"about_ca_topic_score_gemma":0.4759184,"teacher_disagreement_score":0.72487,"about_ca_system_score_codex":0.00016466752,"about_ca_system_score_gemma":0.00000952879,"threshold_uncertainty_score":0.9975122},"labels":[],"label_agreement":null},{"id":"W6989067501","doi":"","title":"Aggressiveness-regulated Multi-agent Stress Testing of Autonomous Vehicles","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Autonomous Vehicle Technology and Safety","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":"Blackberry (Canada)","funders":"","keywords":"Reinforcement learning; Accident (philosophy); Quality (philosophy); Reinforcement; Task (project management); Stress test","score_opus":0.014728692811628297,"score_gpt":0.20237416692375995,"score_spread":0.18764547411213164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989067501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794054,0.00030076102,0.000038645467,0.000036936257,0.00033701994,0.00021692757,0.0001260442,0.0008821382,0.00012095767],"genre_scores_gemma":[0.9276585,0.0001637397,0.0021408251,0.0000010214075,0.000016354334,0.0000010251788,0.00048303563,0.00008308345,0.069452405],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9989707,0.000029108527,0.00023172417,0.00029279725,0.00016467943,0.0003109922],"domain_scores_gemma":[0.99907005,0.000066336775,0.00028758435,0.0003560776,0.00015843446,0.000061494255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000096854856,0.0002895575,0.00055151846,0.0003832153,0.00013530889,0.0000058858677,0.0004695676,0.0006420525,0.00004251533],"category_scores_gemma":[0.00002283127,0.0003654064,0.00014785811,0.0003711846,0.00013222391,0.0001012406,0.00007459618,0.00037014962,0.000051960298],"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":[0.00052113103,0.000683313,0.031628072,0.012038072,0.003534517,0.0011774154,0.24945451,0.26633972,0.23406684,0.00036725757,0.0012925017,0.19889665],"study_design_scores_gemma":[0.003283494,0.0003209408,0.37386096,0.0044997907,0.00091750995,0.000011612403,0.19231725,0.16259843,0.25953975,0.0002790685,0.00026574373,0.0021054586],"about_ca_topic_score_codex":0.0066387057,"about_ca_topic_score_gemma":0.0119477715,"teacher_disagreement_score":0.34223285,"about_ca_system_score_codex":0.00009991417,"about_ca_system_score_gemma":0.000068899324,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W6989104078","doi":"","title":"Affine Arithmetic Based Methods for Power Systems Analysis Considering Intermittent Sources of Power","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Power System Optimization and Stability","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":"Electric power system; Control theory (sociology); Affine arithmetic; Synchronizing; Wind power; Power (physics); Stability (learning theory); Affine transformation; Grid; Probability density function","score_opus":0.009859606196526266,"score_gpt":0.22961129237666936,"score_spread":0.2197516861801431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989104078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.628033,0.0003604929,0.3685965,0.00004647813,0.00097633287,0.0006991558,0.00012798414,0.00017193955,0.0009881508],"genre_scores_gemma":[0.9566454,0.000011176116,0.019800724,0.0000028488648,0.0000050876915,0.000002969215,0.00029658104,0.00004405324,0.023191128],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987312,0.00018513869,0.00034954416,0.00031512484,0.00018827016,0.0002307173],"domain_scores_gemma":[0.9986031,0.00022538954,0.0003160262,0.0004475177,0.0003134399,0.000094525094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005992044,0.00029176316,0.0010809643,0.0007201125,0.00006773148,0.000025162244,0.00028556166,0.00028610558,0.00022637472],"category_scores_gemma":[0.000056424313,0.00032220554,0.0005273503,0.0003799589,0.000057214613,0.00008455356,0.000023746656,0.00013245789,0.0000029323971],"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":[0.00092989317,0.0002862786,0.0056422777,0.016923262,0.010595886,0.000017947285,0.14117387,0.8113585,0.00853281,0.00058173,0.0015488993,0.0024086025],"study_design_scores_gemma":[0.002109241,0.00035114086,0.004719467,0.00073027815,0.0037517054,0.0000021799653,0.09354221,0.88276416,0.0077258125,0.000013056339,0.0032135935,0.0010771283],"about_ca_topic_score_codex":0.0018157237,"about_ca_topic_score_gemma":0.0028433185,"teacher_disagreement_score":0.34879577,"about_ca_system_score_codex":0.00008833095,"about_ca_system_score_gemma":0.000033016997,"threshold_uncertainty_score":0.999923},"labels":[],"label_agreement":null},{"id":"W6989124250","doi":"","title":"Agatha Christie and Dorothy L. Sayers. Detecting Community in their Public, Private, and Fictional Lives.","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crime and Detective Fiction 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":"Regional Municipality of Waterloo","funders":"","keywords":"Agatha; Interwar period; Newspaper; Detective fiction; Context (archaeology); Movie theater; Popularity; Narrative; Cultural history; Middlebrow","score_opus":0.040096542967744064,"score_gpt":0.21718676107295895,"score_spread":0.17709021810521489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989124250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950122,0.00036581556,9.69289e-7,0.00016774875,0.00029606308,0.00019348384,0.00009262071,0.000095715804,0.0037753626],"genre_scores_gemma":[0.8870074,0.0005294842,0.000029037034,0.00001171823,0.00007483626,0.0000017102823,0.00015112964,0.000024831765,0.11216983],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99915904,0.000119770324,0.00013302625,0.00024507032,0.00014041747,0.0002026864],"domain_scores_gemma":[0.9992623,0.00018964756,0.00017345301,0.00015605948,0.00016370304,0.00005483777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024429124,0.00021853142,0.00036654636,0.00044496334,0.0011399026,0.00009073398,0.00013370298,0.000117091564,0.00016421897],"category_scores_gemma":[0.000039964292,0.00023254017,0.0000774635,0.00008656497,0.00030417935,0.00027777127,0.00014573504,0.00049815275,0.000013626403],"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":[0.00015296794,0.000070592425,0.001649992,0.000379033,0.00019692013,0.000011591057,0.98876554,0.0000014556133,0.0002938692,0.0016557345,0.00096604147,0.005856287],"study_design_scores_gemma":[0.0005195436,0.00013336449,0.039262973,0.00015748895,0.00004759108,0.0000020524137,0.9511236,0.000032256517,0.00012495182,0.0006466759,0.0076884055,0.0002610959],"about_ca_topic_score_codex":0.06311011,"about_ca_topic_score_gemma":0.44778544,"teacher_disagreement_score":0.38467532,"about_ca_system_score_codex":0.000051804047,"about_ca_system_score_gemma":0.000025808227,"threshold_uncertainty_score":0.9482713},"labels":[],"label_agreement":null},{"id":"W6989153683","doi":"","title":"AlignDx: Enabling Automated, Cloud-Based Workflows for Streamlined Bioinformatic-Focused Pathogen Surveillance","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Workflow; Modular design; Metagenomics; Workflow engine; Workflow technology; Workflow management system; Human disease; Variety (cybernetics)","score_opus":0.008156336977262976,"score_gpt":0.2272531418018807,"score_spread":0.2190968048246177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989153683","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":[0.99725235,0.0001365357,0.0008211106,0.000116906056,0.0001361619,0.00074025773,0.00022466564,0.00040705787,0.00016494485],"genre_scores_gemma":[0.20520182,0.0011768556,0.051191736,0.00014020763,0.0005125074,0.00003517599,0.08926342,0.00039394913,0.65208435],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986027,0.00006138448,0.00026454794,0.00048778823,0.0002232419,0.0003603228],"domain_scores_gemma":[0.99839675,0.000041637883,0.000439696,0.0006396434,0.00039087766,0.00009137874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032536572,0.0003362676,0.0005095653,0.00031399887,0.00016629393,0.000034903645,0.0005088962,0.0005337329,0.00002892367],"category_scores_gemma":[0.0000776436,0.00039538654,0.0004589204,0.00028960675,0.000060019247,0.000012426472,0.00007695126,0.00011230579,0.000025944559],"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":[0.0015819754,0.00021241719,0.0009419407,0.0018521213,0.0011559897,0.000052985513,0.008159649,0.00085487525,0.9114299,0.000012727209,0.061786573,0.011958888],"study_design_scores_gemma":[0.0053430744,0.0012280936,0.0017611681,0.0007440162,0.0011224594,0.0000030897897,0.04389686,0.0420369,0.8735605,0.00009119244,0.027584702,0.002627947],"about_ca_topic_score_codex":0.0034440872,"about_ca_topic_score_gemma":0.027426375,"teacher_disagreement_score":0.79205054,"about_ca_system_score_codex":0.00004120545,"about_ca_system_score_gemma":0.00016885872,"threshold_uncertainty_score":0.9998498},"labels":[],"label_agreement":null},{"id":"W6989173499","doi":"","title":"Advancing groundwater vulnerability assessment in the Yukon and Northwest Territories","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Vulnerability (computing); Groundwater; Sustainability; Vulnerability assessment; Nexus (standard); Futures contract","score_opus":0.01009846102471456,"score_gpt":0.22969492315801535,"score_spread":0.21959646213330078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989173499","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":[0.98161983,0.00013680727,0.000016190095,0.0037731607,0.00065428106,0.0013331331,0.00082972465,0.00087460055,0.0107622715],"genre_scores_gemma":[0.07349212,0.00019817615,0.0016654026,0.000032454594,0.00021677437,0.0000035771966,0.00028219496,0.0009434288,0.92316586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997803,0.00037848187,0.00015960948,0.00063515507,0.00052371295,0.00050007383],"domain_scores_gemma":[0.99872845,0.00013964303,0.00026597496,0.0007242706,0.000051662963,0.00009000705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008359947,0.00039483723,0.0005950825,0.0005418365,0.00018457024,0.00005338211,0.00058756664,0.0003006434,0.0003774527],"category_scores_gemma":[0.000020872498,0.000346168,0.00011932047,0.00041288554,0.00050662545,0.0003024426,0.00032200603,0.0005562003,0.00016032915],"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":[0.0002172895,0.00087423035,0.5672711,0.0014208355,0.00052840443,0.000853141,0.2340018,0.00008249819,0.00058699894,0.0008450173,0.19050041,0.0028182603],"study_design_scores_gemma":[0.0027394246,0.00043826,0.47671893,0.0010648187,0.0003825699,0.000022094202,0.26835862,0.00016994818,0.000034830766,0.00039307552,0.2482733,0.00140414],"about_ca_topic_score_codex":0.74891496,"about_ca_topic_score_gemma":0.97295284,"teacher_disagreement_score":0.9124036,"about_ca_system_score_codex":0.00033414082,"about_ca_system_score_gemma":0.00007598906,"threshold_uncertainty_score":0.999899},"labels":[],"label_agreement":null},{"id":"W6989278003","doi":"","title":"Analyzing Issues of Privacy and Offline Transactions In Central Bank Digital Currencies","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Blockchain Technology Applications and Security","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":false,"ca_institutions":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Cryptocurrency; Digital currency; Central bank; Popularity; Order (exchange); Currency; Hash function; Anonymity","score_opus":0.010029152040732996,"score_gpt":0.21703296448422704,"score_spread":0.20700381244349406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989278003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99487925,0.00027006806,0.0035071205,0.0009454855,0.00007927401,0.0001458311,0.00003735959,0.0000996196,0.000036020334],"genre_scores_gemma":[0.96210986,0.00074089534,0.0042379275,0.0000013739135,0.0000071825734,8.315662e-7,0.000113285176,0.000009728292,0.032778915],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992491,0.000015548112,0.00013550634,0.00029754214,0.00011898841,0.00018333958],"domain_scores_gemma":[0.9993848,0.000031612257,0.00015035491,0.00031209536,0.000081392616,0.000039710787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007373986,0.00012668966,0.00028905593,0.00045514732,0.00009042859,0.00002111409,0.0005635917,0.00019964507,0.0000119648475],"category_scores_gemma":[0.000007992911,0.00015291001,0.00007554972,0.0005769731,0.000111165755,0.00028184985,0.00006231221,0.00021367626,0.000003456047],"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":[0.00010219334,0.0007649009,0.012455987,0.0013725716,0.00035762612,0.00006327871,0.6985418,0.00025096853,0.003556165,0.026936963,0.00047303713,0.2551245],"study_design_scores_gemma":[0.004209348,0.00075985334,0.36888388,0.0019512257,0.00046234307,0.000020865155,0.48615915,0.07881206,0.023435438,0.028072177,0.0045187147,0.0027149539],"about_ca_topic_score_codex":0.0073407507,"about_ca_topic_score_gemma":0.020057868,"teacher_disagreement_score":0.35642788,"about_ca_system_score_codex":0.00002414412,"about_ca_system_score_gemma":0.000051598552,"threshold_uncertainty_score":0.9992694},"labels":[],"label_agreement":null},{"id":"W6989308179","doi":"","title":"Any other name would smell as sweet","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Liminality; Exhibition; Dynamism; Feeling; Queer; Relation (database); Bridge (graph theory); Performativity; Process (computing); Invisibility","score_opus":0.021792886926050678,"score_gpt":0.25935114832983774,"score_spread":0.23755826140378705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989308179","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":[0.86642146,0.00010726513,0.000002677615,0.00842146,0.00041880523,0.00024192501,0.000039591636,0.00009480604,0.124251984],"genre_scores_gemma":[0.30046228,0.00022726163,0.00012491162,0.00016840095,0.00010759203,1.8907657e-7,0.00009841155,0.000024653862,0.6987863],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99865675,0.00011994071,0.00008406712,0.00034113153,0.0004985952,0.00029952085],"domain_scores_gemma":[0.999211,0.00004476586,0.00023739164,0.00018984656,0.00014729294,0.00016966843],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023595242,0.000182121,0.00032192867,0.00011336881,0.0005965007,0.000053134958,0.00056543364,0.0007694687,0.0019389188],"category_scores_gemma":[0.000039407616,0.00022202347,0.00018798577,0.0001671362,0.00024426318,0.00020786363,0.000046738267,0.0006921139,0.00049279886],"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":[0.00009784488,0.0000666906,0.00015308122,0.00012197826,0.000107727195,0.000057088484,0.9503222,9.98158e-7,0.0017544327,0.043003313,0.0030032715,0.00131138],"study_design_scores_gemma":[0.00037410032,0.00012719429,0.0016210105,0.00016140519,0.00012796302,3.312966e-7,0.65828633,0.000012575198,0.0007112431,0.00478562,0.33333632,0.00045591488],"about_ca_topic_score_codex":0.23148867,"about_ca_topic_score_gemma":0.22945671,"teacher_disagreement_score":0.5745343,"about_ca_system_score_codex":0.000092654154,"about_ca_system_score_gemma":0.00033082682,"threshold_uncertainty_score":0.9989734},"labels":[],"label_agreement":null},{"id":"W6989323295","doi":"","title":"An Architecture for the AES-GCM Security Standard","year":2007,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Cryptographic Implementations and Security","field":"Computer 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; University of Waterloo","keywords":"Block cipher mode of operation; Block cipher; Authenticated encryption; Encryption; IPsec; Advanced Encryption Standard; Triple DES; Authentication (law); Block (permutation group theory); Field-programmable gate array","score_opus":0.010656798011412286,"score_gpt":0.2361145585543925,"score_spread":0.22545776054298022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989323295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5762094,0.000025889027,0.42012563,0.0032119881,0.00009119066,0.00021581033,0.000033924982,0.000049907343,0.000036233072],"genre_scores_gemma":[0.94600725,0.000016598873,0.053199127,0.00010067492,0.000035291767,3.4575515e-7,0.00001133241,0.0000053494296,0.00062404556],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991768,0.00003439111,0.00007963094,0.000229293,0.00021341545,0.00026649426],"domain_scores_gemma":[0.9991163,0.00012275185,0.00007426894,0.00047804444,0.00012284187,0.00008582028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005946219,0.00009229703,0.00012096748,0.00012893917,0.0004622356,0.00004774906,0.00083868037,0.000046704165,0.00003388463],"category_scores_gemma":[0.0000059181875,0.000078283374,0.0001132593,0.00029734857,0.00012737697,0.0002853918,0.00012288764,0.000103713566,0.0000017860142],"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":[0.00040456958,0.00025917243,0.003989456,0.00008838383,0.00017199098,0.000037341793,0.63252634,0.0002681091,0.0030947179,0.20976973,0.00573627,0.1436539],"study_design_scores_gemma":[0.00965872,0.00400011,0.061309945,0.00008023401,0.00030600227,0.000066407694,0.50022346,0.052859258,0.013548565,0.12984742,0.22625078,0.001849066],"about_ca_topic_score_codex":0.0061225286,"about_ca_topic_score_gemma":0.050468475,"teacher_disagreement_score":0.36979783,"about_ca_system_score_codex":0.000023851322,"about_ca_system_score_gemma":0.000033766515,"threshold_uncertainty_score":0.966858},"labels":[],"label_agreement":null},{"id":"W6989345708","doi":"","title":"Are machine learning corpora “fair dealing” under Canadian law?","year":2021,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Legal Language and Interpretation","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":"Style (visual arts); Key (lock); Training set; Machine translation; Training (meteorology)","score_opus":0.01472327995228694,"score_gpt":0.2173807952109115,"score_spread":0.20265751525862455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989345708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93817294,0.00013389798,0.000060175127,0.008893546,0.00013774102,0.00006437477,0.000019307116,0.000053239724,0.052464794],"genre_scores_gemma":[0.83375096,0.000020317228,0.00029961005,0.0003162493,0.000028534329,3.791978e-8,0.000024524803,0.0000046716627,0.1655551],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993146,0.00013190556,0.00004392066,0.00014282789,0.0001587991,0.00020794015],"domain_scores_gemma":[0.9994921,0.00002409263,0.000088046545,0.00009012252,0.00014711473,0.00015850138],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014011987,0.000058200072,0.0001101988,0.00006322698,0.0005465209,0.00003348806,0.00013834376,0.00008095955,0.0011089589],"category_scores_gemma":[0.00003586969,0.00007102529,0.000060962368,0.0001634881,0.00013617879,0.0002495417,0.000032148124,0.00012808172,0.00007016477],"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":[0.00002620662,0.000041633484,0.030630572,0.00003347552,0.00008413945,0.0006716769,0.8791176,0.0003996503,0.0012045868,0.08451782,0.0018853825,0.0013872263],"study_design_scores_gemma":[0.00047385594,0.000046900946,0.006491262,0.00008770562,0.00006186917,0.0000038486037,0.8261366,0.00060314033,0.0007760765,0.00067695335,0.16434613,0.00029568246],"about_ca_topic_score_codex":0.976995,"about_ca_topic_score_gemma":0.99672604,"teacher_disagreement_score":0.16246074,"about_ca_system_score_codex":0.00014323149,"about_ca_system_score_gemma":0.00019677338,"threshold_uncertainty_score":0.99980414},"labels":[],"label_agreement":null},{"id":"W6989393651","doi":"","title":"Architecture as Setting the Stage: A framework for architectural design of virtual reality places centering the concept of presence through Wideström, Hernandez-Ibañez and Barneche-Naya, and Slater","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Virtual Reality Applications and Impacts","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":"Virtual reality; Architecture; Metaphor; Metaverse; Feeling; Conceptual architecture; Virtual machine; Distancing","score_opus":0.020523310678622998,"score_gpt":0.2620144350223428,"score_spread":0.24149112434371978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989393651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81544095,0.0004532042,0.17886032,0.004073238,0.000111612586,0.0008659791,0.00012518282,0.000032432206,0.000037101134],"genre_scores_gemma":[0.9612997,0.00016808863,0.030233717,0.00004582076,0.000030896397,0.000005070993,0.000040892803,0.000020917587,0.008154887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99858975,0.00021931007,0.00021347773,0.0004318102,0.00029588127,0.00024976907],"domain_scores_gemma":[0.99772054,0.0011728571,0.00040068998,0.00052417023,0.00011978477,0.00006196496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005008886,0.00023563554,0.00037091266,0.00007544158,0.00032465332,0.000094393465,0.0008575942,0.00018667582,0.0000053489935],"category_scores_gemma":[0.00017253598,0.0001623897,0.00010641692,0.00021606,0.00043098672,0.000234996,0.00030402624,0.00045413885,4.9694756e-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":[0.00047589574,0.00004947876,0.00006156206,0.00097020325,0.00030692568,0.0000053054964,0.8908148,0.0046922322,0.0057984083,0.043718744,0.0003075662,0.05279891],"study_design_scores_gemma":[0.0026953039,0.003561092,0.009270225,0.0064548845,0.00091804075,0.00011100489,0.63675463,0.06734769,0.061964266,0.20632276,0.002737312,0.0018627627],"about_ca_topic_score_codex":0.0111656245,"about_ca_topic_score_gemma":0.0022970268,"teacher_disagreement_score":0.25406012,"about_ca_system_score_codex":0.000020949805,"about_ca_system_score_gemma":0.0001146999,"threshold_uncertainty_score":0.9954191},"labels":[],"label_agreement":null},{"id":"W6989417665","doi":"","title":"The Association between Religious Participation and Social Isolation in Canadian Middle-and Older-aged Adults: A Longitudinal Analysis of the Canadian Longitudinal Study on Aging","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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 isolation; Longitudinal study; Social engagement; Marital status; Logistic regression; Cohort; Cohort study; Social support; Association (psychology)","score_opus":0.03221342010944989,"score_gpt":0.29243781691136955,"score_spread":0.26022439680191967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989417665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99228555,0.00006664236,1.3179094e-7,0.006695431,0.00014430082,0.00052074285,0.00009402836,0.000005974133,0.00018719125],"genre_scores_gemma":[0.9940759,0.00007901761,0.000003402405,0.000028056904,0.000029062534,0.000002625529,0.00013349556,0.000007038576,0.0056414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809176,0.0005077911,0.00020327933,0.0002500101,0.0005012618,0.00044588678],"domain_scores_gemma":[0.9989212,0.000261971,0.00039563925,0.000120989906,0.00013614644,0.00016401384],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012151297,0.00012334826,0.000346534,0.00053342764,0.0030016385,0.0000664031,0.00022046802,0.00018760673,0.000033903296],"category_scores_gemma":[0.00012457337,0.00011839103,0.00010298708,0.0007579396,0.00008810599,0.000112024594,0.000026852113,0.00030894874,4.4052155e-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":[0.000020396858,0.0000111367335,0.67259467,0.000031020238,0.00017516178,0.0000020284676,0.3267292,0.000009129806,9.9140394e-8,0.00016723221,0.00005497309,0.00020498862],"study_design_scores_gemma":[0.00021416144,0.000026935133,0.6864806,0.00003682253,0.00048412647,1.1311175e-8,0.31251517,0.000044351622,1.992494e-7,0.000018416149,0.00010408262,0.000075114316],"about_ca_topic_score_codex":0.9992299,"about_ca_topic_score_gemma":0.99999297,"teacher_disagreement_score":0.014214015,"about_ca_system_score_codex":0.0014552873,"about_ca_system_score_gemma":0.00084420596,"threshold_uncertainty_score":0.9982963},"labels":[],"label_agreement":null},{"id":"W6989524708","doi":"","title":"Barriers to the Management of Heart Failure in ON Long Term Care Homes: An Interprofessional Care Perspective","year":2017,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","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":"Heart and Stroke Foundation of Canada","keywords":"Long-term care; Context (archaeology); Perspective (graphical); Delphi method; Interpersonal communication; Health care; Focus group","score_opus":0.015029315763701721,"score_gpt":0.3116799397701721,"score_spread":0.2966506240064704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989524708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98508674,0.00007878129,0.0000047588424,0.0128411995,0.0004929716,0.00065970595,0.000055314722,0.000019999105,0.0007605018],"genre_scores_gemma":[0.98847556,0.000015625505,0.00052803446,0.00006081151,0.00004716782,0.0000021343153,0.000018836712,0.000012296524,0.01083952],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885035,0.00018610651,0.00011620556,0.00029923575,0.00024814982,0.0002999608],"domain_scores_gemma":[0.9987086,0.00003391049,0.00015774653,0.00069630175,0.00023608391,0.00016734956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015368151,0.00013590214,0.0002741788,0.00019494271,0.0011573806,0.000009835936,0.00060770765,0.00012644813,0.00024261355],"category_scores_gemma":[0.000014140562,0.00011375045,0.00009789259,0.00011000709,0.00013359758,0.00017230045,0.0003386555,0.00031174644,0.00003648515],"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":[0.00051040394,0.000030492038,0.15091878,0.0004383213,0.00005151539,0.000028829074,0.8424094,0.000018740107,0.000088310015,0.00034887705,0.0032391238,0.0019172182],"study_design_scores_gemma":[0.0005830419,0.00016126852,0.36784467,0.0007282243,0.00002907563,2.0088862e-7,0.6302295,0.0000013540614,0.000039881026,0.000015511496,0.00028963,0.000077645294],"about_ca_topic_score_codex":0.041126624,"about_ca_topic_score_gemma":0.15450978,"teacher_disagreement_score":0.21692589,"about_ca_system_score_codex":0.00038255623,"about_ca_system_score_gemma":0.00015146217,"threshold_uncertainty_score":0.9652586},"labels":[],"label_agreement":null},{"id":"W6989558657","doi":"","title":"Borrowers and Bullies","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Exhibition; Work (physics); Subjectivity; Set (abstract data type); Dirt; Habit; Invisibility","score_opus":0.014098078101068022,"score_gpt":0.2466956751483809,"score_spread":0.23259759704731287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989558657","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":[0.9681965,0.00023359238,3.4124128e-7,0.0022810777,0.00026520298,0.00012333583,0.000030864096,0.00003598018,0.028833069],"genre_scores_gemma":[0.19002669,0.0009600026,0.0001002492,0.000019219453,0.000028259497,2.1228365e-7,0.000120636905,0.000010731799,0.808734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917513,0.000088231085,0.000046019282,0.00019777867,0.00032126176,0.00017158136],"domain_scores_gemma":[0.9995839,0.000047596313,0.00013435635,0.000101476,0.00006484912,0.00006784115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026332118,0.00009666398,0.0001804618,0.00011914238,0.0010367534,0.000029305438,0.0002525985,0.0001704591,0.0015658152],"category_scores_gemma":[0.000014079572,0.0001257053,0.00006998354,0.00009526744,0.0002488919,0.0001333344,0.00005096194,0.00027284463,0.000010016489],"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":[0.000051432093,0.000028879298,0.00013543475,0.00007455713,0.000044504937,0.000023173056,0.9706735,8.154082e-7,0.00031774616,0.023664152,0.0019995708,0.002986229],"study_design_scores_gemma":[0.00013604003,0.000044550827,0.0015383344,0.000030331987,0.000051675543,2.1479329e-7,0.8602825,0.0000020258099,0.000049484355,0.0015858047,0.13611457,0.00016445773],"about_ca_topic_score_codex":0.23724541,"about_ca_topic_score_gemma":0.35447586,"teacher_disagreement_score":0.7799009,"about_ca_system_score_codex":0.000065099164,"about_ca_system_score_gemma":0.00015909344,"threshold_uncertainty_score":0.9993469},"labels":[],"label_agreement":null},{"id":"W6989667687","doi":"","title":"Bridging the health equity gap: examining the effects of water, sanitation and hygiene (WaSH) gender-based violence on health and wellbeing in Ghana","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Sanitation; Conceptual framework; Hygiene; Vulnerability (computing); Qualitative research; Equity (law); The Conceptual Framework; Health equity; Domestic violence; Poison control","score_opus":0.022949783123247393,"score_gpt":0.2686636675473025,"score_spread":0.2457138844240551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989667687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99151075,0.0011980894,0.000015194217,0.006052777,0.0003573103,0.0007854575,0.000019650428,0.00002826307,0.000032517448],"genre_scores_gemma":[0.99811673,0.00043455634,0.000106119565,0.00046414294,0.000026151483,0.0000020720393,0.00032864677,0.000024608447,0.0004969837],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980904,0.00055277644,0.00023439912,0.00040085445,0.00036858948,0.00035297088],"domain_scores_gemma":[0.9989133,0.0002951585,0.00038769847,0.00026152728,0.000050481947,0.00009186152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007354224,0.00022371141,0.00043130098,0.00036081224,0.00073350855,0.00004125111,0.00030021145,0.00008517689,0.000011840483],"category_scores_gemma":[0.000037008027,0.00017699451,0.00006213316,0.00021567705,0.00012193602,0.00014859806,0.0001207529,0.00042052547,7.489549e-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":[0.002784505,0.00038517846,0.0052380334,0.013349087,0.00008958814,0.000026424403,0.8274006,0.0002880029,0.0055342275,0.00015934736,0.0004908579,0.14425412],"study_design_scores_gemma":[0.010170097,0.0051943227,0.2726551,0.013163404,0.00024898717,0.000015617306,0.65737605,0.005427415,0.032980908,0.001440006,0.00017769485,0.0011504131],"about_ca_topic_score_codex":0.02929283,"about_ca_topic_score_gemma":0.013466361,"teacher_disagreement_score":0.26741707,"about_ca_system_score_codex":0.00021547709,"about_ca_system_score_gemma":0.00006891202,"threshold_uncertainty_score":0.9771712},"labels":[],"label_agreement":null},{"id":"W6989673701","doi":"","title":"Biodiversity Citizen Science Data Production Through iNaturalist: An Anthropological Exploration","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Species Distribution and Climate Change","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":true,"ca_institutions":"DSM (Canada)","funders":"","keywords":"Citizen science; Biodiversity; Government (linguistics); Knowledge production; Sample (material); Production (economics); Sociology of scientific knowledge; Biodiversity conservation","score_opus":0.08725123573925113,"score_gpt":0.28422896552099075,"score_spread":0.1969777297817396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989673701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949498,0.000015579679,0.0000037458376,0.0019608568,0.00089484773,0.0002684856,0.00043834138,0.00015903405,0.0013092923],"genre_scores_gemma":[0.6741293,0.002406538,0.0011167242,0.00010011167,0.00014088606,0.0000018728751,0.053014003,0.000044435787,0.2690461],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9979568,0.000058493388,0.00011299462,0.00089182606,0.0006528646,0.0003270307],"domain_scores_gemma":[0.9987879,0.000009993729,0.00023030285,0.0007779285,0.000086300184,0.000107580105],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032449205,0.0002019375,0.00023962407,0.000106631596,0.0008661456,0.000051431987,0.0012935678,0.0002179171,0.010625758],"category_scores_gemma":[0.0000666051,0.0002191408,0.00005740756,0.00083597377,0.0012727495,0.0025044698,0.0006387917,0.0002082837,0.0014568195],"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":[0.0012162338,0.0012926472,0.015611208,0.00046382385,0.00014273978,0.00020996753,0.42089128,0.00013693566,0.10854117,0.0014453392,0.43993208,0.010116556],"study_design_scores_gemma":[0.0003935136,0.00020051398,0.1370379,0.00004500077,0.00012049102,0.0000036211402,0.8512647,0.00011823403,0.0054700626,0.00027762036,0.0045315847,0.0005367406],"about_ca_topic_score_codex":0.060740765,"about_ca_topic_score_gemma":0.12476654,"teacher_disagreement_score":0.43540052,"about_ca_system_score_codex":0.0005255669,"about_ca_system_score_gemma":0.000038983464,"threshold_uncertainty_score":0.9993207},"labels":[],"label_agreement":null},{"id":"W6989746668","doi":"","title":"Breaking Down Barriers: Examining the Accessibility of Global Water Futures Research","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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; Excellence; Metadata; Futures studies; Work (physics); Key (lock); Data sharing; Workflow","score_opus":0.04347409729386208,"score_gpt":0.29106944091836456,"score_spread":0.24759534362450247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989746668","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":[0.93575436,0.0002781391,0.0000055691476,0.00097027456,0.0005491148,0.0011135903,0.0015839466,0.000973438,0.05877155],"genre_scores_gemma":[0.21236446,0.000056144912,0.000287233,0.000008029851,0.00021127866,0.0000011761259,0.00004855216,0.0006760562,0.7863471],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99509263,0.0010039579,0.00026246495,0.0009993883,0.0015664966,0.0010750522],"domain_scores_gemma":[0.9970134,0.00020074526,0.00042634716,0.0017289474,0.00038080997,0.0002497546],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028399597,0.00047388853,0.00085618644,0.0006048575,0.00058886973,0.000069787864,0.0024431834,0.00067106605,0.0058361627],"category_scores_gemma":[0.00015602373,0.00035147383,0.00028923992,0.0011848119,0.0019682315,0.00030854,0.0018728003,0.0007706629,0.0015232378],"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":[0.0008243971,0.00018159937,0.040229823,0.0014001693,0.001666874,0.00034068796,0.18656762,0.00005668635,0.008237066,0.0006212739,0.75591606,0.0039577275],"study_design_scores_gemma":[0.0037340436,0.0005187354,0.07990685,0.0028255705,0.000751873,0.000023059349,0.7667196,0.00013406696,0.0034368688,0.001059334,0.1389899,0.0019001382],"about_ca_topic_score_codex":0.3072898,"about_ca_topic_score_gemma":0.3824282,"teacher_disagreement_score":0.72757554,"about_ca_system_score_codex":0.0005313372,"about_ca_system_score_gemma":0.00023511991,"threshold_uncertainty_score":0.9998937},"labels":[],"label_agreement":null},{"id":"W6989786149","doi":"","title":"CDM Robust &amp; Low Noise ESD protection circuits","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrostatic Discharge in Electronics","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":"Blackberry (Canada)","funders":"CMC Microsystems","keywords":"Electrostatic discharge; CMOS; Robustness (evolution); Electronic circuit; Integrated circuit; Parasitic capacitance; Capacitance; Capacitive coupling; Snapback; Chip","score_opus":0.008896474837693751,"score_gpt":0.17994950447674185,"score_spread":0.1710530296390481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989786149","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":[0.99463266,0.00036866963,0.000905931,0.00015764617,0.00043016145,0.00063915364,0.000032590393,0.00045386807,0.0023793085],"genre_scores_gemma":[0.27571413,0.00096445746,0.002230857,0.000022154654,0.00016633843,0.000005416984,0.0024388167,0.00022870605,0.7182291],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985116,0.00003660626,0.0001778841,0.00036803525,0.00035756823,0.00054831436],"domain_scores_gemma":[0.9991406,0.000015065239,0.00016065635,0.00040475745,0.00016717674,0.00011174876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000113087335,0.00038209223,0.00046069836,0.00036462303,0.00014914607,0.000032188458,0.00038992413,0.00046202305,0.00020649048],"category_scores_gemma":[0.000014447243,0.00051394885,0.00018569015,0.00035752988,0.00003416264,0.00028524114,0.000014606012,0.00065656065,0.00019748352],"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":[0.0004770835,0.00070242496,0.000109432134,0.007363616,0.001602704,0.00015775503,0.23033404,0.12515905,0.45371196,0.00092143327,0.036855727,0.14260477],"study_design_scores_gemma":[0.019414183,0.005415874,0.030904295,0.012756559,0.006405031,0.0002633645,0.21449849,0.16834426,0.42831403,0.011968637,0.078952804,0.022762462],"about_ca_topic_score_codex":0.00365462,"about_ca_topic_score_gemma":0.06602858,"teacher_disagreement_score":0.7189185,"about_ca_system_score_codex":0.00033991647,"about_ca_system_score_gemma":0.000102262704,"threshold_uncertainty_score":0.9997312},"labels":[],"label_agreement":null},{"id":"W6989866907","doi":"","title":"Characterizing the Dynamics of Otto Glacier, Ellesmere Island, Canadian High Arctic: 1992-2020","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Glacier; Surge; Arctic; Elevation (ballistics); Glacier terminus; Tidewater glacier cycle; Glacier mass balance; Accumulation zone; Glacier morphology","score_opus":0.009273041750777877,"score_gpt":0.1753657507896596,"score_spread":0.16609270903888174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989866907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99253154,0.00010920825,0.0000011678746,0.0042532557,0.00064295816,0.00018503515,0.0019830158,0.00001641979,0.00027739268],"genre_scores_gemma":[0.6265412,0.0020412987,0.00030927826,0.0001313285,0.00012440987,2.8009882e-7,0.023458641,0.000019774907,0.3473738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990936,0.00003461004,0.0001334784,0.00022923457,0.0002253844,0.00028369963],"domain_scores_gemma":[0.9992441,0.00008771249,0.00022496589,0.00023226139,0.00010537801,0.00010560421],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011096318,0.0001700547,0.00030716948,0.00007922529,0.0004653172,0.000019102607,0.00039720803,0.00014942177,0.002111356],"category_scores_gemma":[0.000016718124,0.00015076154,0.00013060542,0.0003956395,0.00009767334,0.000095937256,0.000018292323,0.00020165161,0.00007411214],"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":[0.00030883861,0.000043125634,0.7104163,0.00081208814,0.0009708612,0.00015273402,0.23481412,0.0010300466,0.00007456818,0.0005420988,0.017502468,0.033332713],"study_design_scores_gemma":[0.00014973799,0.000049313643,0.8012213,0.00008281184,0.000106304455,8.888067e-7,0.19236636,0.001643703,0.000004930815,0.00004715169,0.004160586,0.00016689113],"about_ca_topic_score_codex":0.98951423,"about_ca_topic_score_gemma":0.99969274,"teacher_disagreement_score":0.36599037,"about_ca_system_score_codex":0.00002913273,"about_ca_system_score_gemma":0.000159584,"threshold_uncertainty_score":0.9988009},"labels":[],"label_agreement":null},{"id":"W6989901032","doi":"","title":"Complexity &amp; Community — Designing Social Intricacy in Urban Neighborhoods","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Chaos, Complexity, and Education","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":"Thriving; Value (mathematics); Urban planning; Urban ecology; Reuse; Urban design; Urban density; Sustainability","score_opus":0.05312177473513287,"score_gpt":0.2609620242494256,"score_spread":0.20784024951429275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989901032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98926085,0.000060479713,0.0058684475,0.0017183647,0.00077617983,0.0002773981,0.0000211615,0.00014154759,0.0018755852],"genre_scores_gemma":[0.88725024,0.00006146146,0.019058546,0.000059062313,0.00025498867,0.0000015705756,0.00062321953,0.000037401176,0.09265353],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980129,0.00052502495,0.00023039909,0.00042947978,0.0003675863,0.00043459947],"domain_scores_gemma":[0.9983511,0.00016500836,0.0004092679,0.0007047895,0.0002513975,0.00011842722],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053710176,0.0003007995,0.00053290697,0.0005716502,0.00082802743,0.00007574727,0.0018621344,0.00030820808,0.00012181996],"category_scores_gemma":[0.00004427757,0.00034548852,0.00018724236,0.0005966139,0.00018712164,0.00063214824,0.00033895276,0.0006535937,0.00008881569],"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":[0.00014351525,0.0005173494,0.004330422,0.0003583279,0.00008094858,0.000011081009,0.9621825,0.0000035002784,0.0020761031,0.009142939,0.007966891,0.01318641],"study_design_scores_gemma":[0.004539934,0.00040433527,0.57440335,0.0011555064,0.00019077955,0.000011464469,0.33824456,0.0011195911,0.0023259558,0.071406126,0.00349377,0.0027046565],"about_ca_topic_score_codex":0.07272933,"about_ca_topic_score_gemma":0.10396518,"teacher_disagreement_score":0.62393796,"about_ca_system_score_codex":0.00033491384,"about_ca_system_score_gemma":0.00026197167,"threshold_uncertainty_score":0.9998997},"labels":[],"label_agreement":null},{"id":"W6989922581","doi":"","title":"Compiler-Based Approach to Enhance BliMe Hardware Usability","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Security and Verification in Computing","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":"Blackberry (Canada)","funders":"","keywords":"Usability; Software; Code (set theory); Source code; Transformation (genetics); Usability goals; Taint checking","score_opus":0.022869599644559802,"score_gpt":0.24522207854064534,"score_spread":0.22235247889608553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989922581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94709563,0.00004769544,0.0462852,0.0017145358,0.0013675854,0.0007580882,0.00004974055,0.00076670793,0.0019147923],"genre_scores_gemma":[0.42646277,0.000033041724,0.21807967,0.00025427394,0.00019198716,0.0000074528007,0.0014085104,0.00008868043,0.3534736],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978797,0.00012967337,0.00021102541,0.0009139016,0.00050734443,0.00035834467],"domain_scores_gemma":[0.99800617,0.00012819101,0.0002889592,0.0010474564,0.0003548844,0.00017436368],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003930874,0.00027062165,0.00044111497,0.00038833576,0.00041790048,0.00009152131,0.0020894408,0.00027215746,0.000034376088],"category_scores_gemma":[0.000043436128,0.00034774365,0.00021312678,0.0009795737,0.00007029744,0.0002718148,0.00023138474,0.00032997466,0.00031526614],"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":[0.00044950095,0.0016697606,0.0009774052,0.004023787,0.00037054584,0.00004296874,0.85414165,0.009773634,0.006617844,0.013620153,0.037109125,0.07120363],"study_design_scores_gemma":[0.002284902,0.0011564937,0.078861,0.002440919,0.0003786583,0.000008939462,0.32691297,0.4886182,0.06069939,0.0029338356,0.029750034,0.005954669],"about_ca_topic_score_codex":0.0068907635,"about_ca_topic_score_gemma":0.003428866,"teacher_disagreement_score":0.52722865,"about_ca_system_score_codex":0.0001254216,"about_ca_system_score_gemma":0.00020375426,"threshold_uncertainty_score":0.9998975},"labels":[],"label_agreement":null},{"id":"W6989974322","doi":"","title":"Clay Shapes the Hand","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical and Cultural Archaeology 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":"Craft; Scale (ratio); Plan (archaeology); Window (computing); Process (computing)","score_opus":0.01565600300807645,"score_gpt":0.22835822713901635,"score_spread":0.2127022241309399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989974322","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":[0.96037126,0.0014595232,7.9221286e-7,0.013744235,0.00049270416,0.00013371091,0.00000891761,0.000028975257,0.023759903],"genre_scores_gemma":[0.079808176,0.00094621745,0.00006589455,0.000032399672,0.00008833839,3.0566022e-7,0.000050053746,0.000004113834,0.9190045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99918514,0.00012988884,0.00005602823,0.00018860963,0.00024611954,0.00019420481],"domain_scores_gemma":[0.99952567,0.000046041256,0.00009961915,0.0000829494,0.00019355796,0.000052141568],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00011646675,0.00010340355,0.00022541049,0.000032977514,0.0017868517,0.000013092457,0.000345559,0.00018484295,0.0006826338],"category_scores_gemma":[0.000036181762,0.00007878782,0.00014602515,0.00017467036,0.0007705692,0.000075034826,0.000059659968,0.00018460043,0.000056151443],"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":[0.000025270938,0.000018833916,0.00017969823,0.000029615918,0.00008943064,0.000020783944,0.98270994,7.5089594e-7,0.0004339859,0.0023462477,0.011096885,0.0030485701],"study_design_scores_gemma":[0.00009206358,0.000022044958,0.0031741406,0.00003912732,0.00009127025,2.2066295e-7,0.8155223,0.000001093638,0.00007381671,0.00043719052,0.18042453,0.00012219817],"about_ca_topic_score_codex":0.1544705,"about_ca_topic_score_gemma":0.76979977,"teacher_disagreement_score":0.8952446,"about_ca_system_score_codex":0.00006267869,"about_ca_system_score_gemma":0.00009325355,"threshold_uncertainty_score":0.9995127},"labels":[],"label_agreement":null},{"id":"W6989987386","doi":"","title":"Community-Park-Systems as Tools of Healing and Reconnection -Addressing the Liminal Condition of Parks in the City &amp; The Marginalization of Special Needs Groups in Society","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Liminality; Neighbourhood (mathematics); Realm; Allotment; Communitas; Wilderness; Wildness; Local community; Element (criminal law)","score_opus":0.06635836134289297,"score_gpt":0.29611724520898475,"score_spread":0.22975888386609178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989987386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964244,0.00017399677,0.000021763943,0.0006991,0.00012429991,0.0005079911,0.000025969195,0.000004445997,0.0020180342],"genre_scores_gemma":[0.9958198,0.00077743956,0.00002937711,0.000010061835,0.00006680905,0.0000014542887,0.00013871295,0.0000055524865,0.0031508084],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973167,0.0018395749,0.00024049853,0.000105257335,0.00034847792,0.00014947716],"domain_scores_gemma":[0.9981026,0.00058569293,0.00067999534,0.00016688465,0.0004488969,0.00001594735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019077158,0.00011491084,0.00032990385,0.00018805507,0.00091372227,0.00003600556,0.00029907926,0.00019243565,0.000020720097],"category_scores_gemma":[0.00017183908,0.00009017249,0.000089381574,0.00088257523,0.0006836802,0.00033714517,0.000033410426,0.00036511064,1.4221854e-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":[0.00020959516,0.00008227962,0.0051352973,0.00028562325,0.00003407588,0.0000012868524,0.9899603,0.00022962429,0.00021926546,0.003235621,0.00017272355,0.00043431518],"study_design_scores_gemma":[0.00030225862,0.00008333452,0.044004817,0.0003886168,0.000048584996,8.6623334e-7,0.95403004,0.00007943162,0.00011435238,0.00042889148,0.00043849158,0.00008033957],"about_ca_topic_score_codex":0.20021145,"about_ca_topic_score_gemma":0.39203727,"teacher_disagreement_score":0.19182582,"about_ca_system_score_codex":0.00012316917,"about_ca_system_score_gemma":0.00027409388,"threshold_uncertainty_score":0.8051144},"labels":[],"label_agreement":null},{"id":"W6990005836","doi":"","title":"Cloning and characterization of new cellulases from Cellulomonas fimi and Cellulomonas flavigena","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Biofuel production and bioconversion","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 Waterloo; University of Toronto","keywords":"Cellulase; Glycoside hydrolase; Cellulose; Enzyme; Cloning (programming); Hydrolysis; Beta-glucosidase; Hydrolase","score_opus":0.007270738838815308,"score_gpt":0.1634015883083905,"score_spread":0.15613084946957517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990005836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99822605,0.0007383882,0.000029074325,0.00010216875,0.00042509762,0.00021639772,0.000068716094,0.000077153636,0.00011693228],"genre_scores_gemma":[0.81462014,0.0034744309,0.00096558576,0.000006596706,0.00012451228,3.155931e-7,0.0026941989,0.00004909695,0.17806514],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923074,0.000020727372,0.00014735977,0.00029710092,0.00014916091,0.00015490246],"domain_scores_gemma":[0.9994589,0.000014041895,0.00016315847,0.00017723284,0.000069063775,0.00011761107],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000382119,0.00023300054,0.00033994083,0.0001877471,0.000080579935,0.000021082149,0.00011934866,0.00032282705,0.00031445757],"category_scores_gemma":[0.0000024390208,0.0002729337,0.00006503067,0.00009785535,0.0000666162,0.0002483014,0.000040818944,0.00016948962,0.00001989231],"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":[0.000055378372,0.000017165517,0.0002898021,0.0008094889,0.000076906996,0.000004336424,0.029177215,0.000009560792,0.96419233,0.0000064953506,0.00061150244,0.0047498057],"study_design_scores_gemma":[0.0009022664,0.000111066256,0.020163992,0.00039227345,0.00027452796,0.0000021255935,0.038583577,0.0024812126,0.9320559,0.00006911019,0.00435718,0.0006067891],"about_ca_topic_score_codex":0.014603635,"about_ca_topic_score_gemma":0.0007704811,"teacher_disagreement_score":0.18360594,"about_ca_system_score_codex":0.000024695244,"about_ca_system_score_gemma":0.000023886098,"threshold_uncertainty_score":0.9999723},"labels":[],"label_agreement":null},{"id":"W6990046983","doi":"","title":"Condominium Towers: Habitus and alienation in the new urban framework","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning 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":"Circumstantial evidence; Work (physics); Point (geometry); Population; Product (mathematics); Agency (philosophy)","score_opus":0.010938272207706807,"score_gpt":0.2333993956635733,"score_spread":0.2224611234558665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990046983","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":[0.9832819,0.0012727024,0.000007683315,0.0061644707,0.00040389426,0.00019613461,0.000014708703,0.000019649226,0.008638852],"genre_scores_gemma":[0.16801772,0.0006556214,0.00058430765,0.000086829874,0.00012781308,2.8411026e-7,0.00012378658,0.000008382348,0.8303953],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990204,0.00015253942,0.00007473636,0.00022600807,0.00034010777,0.00018620753],"domain_scores_gemma":[0.9993707,0.00017672003,0.00017654733,0.00014760048,0.00006906918,0.000059349033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028924903,0.00010848399,0.00020999492,0.00007738262,0.00024866633,0.000053571643,0.0002958128,0.00029164198,0.00015345875],"category_scores_gemma":[0.00013346825,0.00011138053,0.00006242511,0.00022581105,0.00011946825,0.00013801377,0.0000189057,0.0002747564,0.000007437753],"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":[0.00007001307,0.000027006232,0.0027007482,0.000034480323,0.000022992725,0.00003737988,0.92882746,0.0000023683651,0.00003886505,0.0055805887,0.061114077,0.0015440373],"study_design_scores_gemma":[0.00047488156,0.00003953628,0.020277554,0.00037728445,0.00006395634,6.083869e-7,0.90086377,0.00000807998,0.00004535288,0.0006349998,0.07701466,0.00019934212],"about_ca_topic_score_codex":0.2285995,"about_ca_topic_score_gemma":0.39339575,"teacher_disagreement_score":0.8217564,"about_ca_system_score_codex":0.00005681286,"about_ca_system_score_gemma":0.00022975128,"threshold_uncertainty_score":0.7765373},"labels":[],"label_agreement":null},{"id":"W6990179562","doi":"","title":"Data-Driven Analytics to Support Scheduling of Multi-Priority Multi-Class Patients with Wait Targets","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Healthcare Operations and Scheduling Optimization","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":"Blackberry (Canada)","funders":"","keywords":"Population; Context (archaeology); Scheduling (production processes); Data analysis; Data collection; Work (physics)","score_opus":0.05845713786319119,"score_gpt":0.3390514553925959,"score_spread":0.2805943175294047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990179562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98970425,0.000016383587,0.0051183566,0.0007683551,0.0005312925,0.0015616185,0.0021370065,0.000058774207,0.00010398921],"genre_scores_gemma":[0.43258485,0.00020683881,0.32852605,0.00013474112,0.00013780153,0.000006685187,0.022551833,0.00015003528,0.21570113],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975877,0.00028060479,0.00051072764,0.0006492492,0.0004741362,0.00049761066],"domain_scores_gemma":[0.99599206,0.0001022379,0.0007806892,0.0009468523,0.0018785573,0.00029960446],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045140507,0.0003144031,0.0007358367,0.00042896398,0.0007806763,0.000009500331,0.00069305516,0.0005919325,0.00039650453],"category_scores_gemma":[0.00016777683,0.00028500092,0.00008465736,0.0003415723,0.00006823202,0.00040539255,0.00022377583,0.00055085,0.00012266113],"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":[0.0030060564,0.0024953762,0.44635156,0.007978585,0.0013027444,0.000054599783,0.50242585,0.016439594,0.0021441164,0.00030517497,0.0042772787,0.013219084],"study_design_scores_gemma":[0.023508156,0.0025685716,0.35848093,0.008541008,0.0017779071,7.999334e-7,0.40531763,0.1903625,0.0004531528,0.000021952783,0.0056771096,0.0032902975],"about_ca_topic_score_codex":0.015006291,"about_ca_topic_score_gemma":0.14051376,"teacher_disagreement_score":0.55711937,"about_ca_system_score_codex":0.00023229397,"about_ca_system_score_gemma":0.0010782877,"threshold_uncertainty_score":0.99996024},"labels":[],"label_agreement":null},{"id":"W6990226862","doi":"","title":"Defining and Exploring Public Space: Young People's Perspectives from Regent Park, Toronto","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Regent; Neighbourhood (mathematics); Public space; Citizen journalism; Value (mathematics); Context (archaeology); Population; Public housing; Liberian dollar; Plan (archaeology)","score_opus":0.028912865375670484,"score_gpt":0.2404104824768039,"score_spread":0.21149761710113343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990226862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906879,0.0016497432,0.000003553017,0.0010066717,0.00040483847,0.00020776328,0.000032691067,0.00006395048,0.0059429035],"genre_scores_gemma":[0.9097339,0.006505398,0.0003970643,0.0000022115487,0.00013365275,0.0000014538106,0.00029268677,0.000017544508,0.08291607],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986081,0.0001397249,0.00010696406,0.00041102924,0.00041831157,0.0003158801],"domain_scores_gemma":[0.999161,0.000067161105,0.00022657674,0.00018462655,0.00018683528,0.00017377303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016304317,0.00018855317,0.00032786644,0.0001042615,0.0010455097,0.00007559993,0.0002167721,0.00021616324,0.00054141745],"category_scores_gemma":[0.000041778676,0.00021118554,0.00011160142,0.00013170429,0.00015753927,0.0009212207,0.000041332478,0.00015258788,0.00001721368],"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":[0.000051548748,0.000040414056,0.011327487,0.000019273324,0.000079139616,0.0000064150845,0.9757775,0.0000019491952,0.000060891474,0.011373318,0.00038338464,0.00087867654],"study_design_scores_gemma":[0.000279405,0.000036387664,0.14185673,0.00008748249,0.00009289691,4.5684746e-7,0.85544235,0.000015334414,0.00005856905,0.00015816378,0.0017199169,0.00025233324],"about_ca_topic_score_codex":0.7401023,"about_ca_topic_score_gemma":0.9682591,"teacher_disagreement_score":0.22815682,"about_ca_system_score_codex":0.0002838126,"about_ca_system_score_gemma":0.0001710772,"threshold_uncertainty_score":0.86118966},"labels":[],"label_agreement":null},{"id":"W6990243271","doi":"","title":"Data-driven Models for Inferring the Patient Scheduling Policies via Inverse Reinforcement Learning","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Healthcare Operations and Scheduling Optimization","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":"Blackberry (Canada)","funders":"","keywords":"Scheduling (production processes); Counterfactual thinking; Job shop scheduling; Dynamic priority scheduling; Nurse scheduling problem; Fair-share scheduling; Rate-monotonic scheduling; Round-robin scheduling","score_opus":0.0720232855611852,"score_gpt":0.33982792538960516,"score_spread":0.26780463982841995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990243271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97141397,0.00021696718,0.018460875,0.004289597,0.0014421459,0.0026703281,0.00017126402,0.0001905596,0.0011442818],"genre_scores_gemma":[0.49623838,0.0011903258,0.03835933,0.0003931696,0.00043536784,0.00004396581,0.018443748,0.00017615005,0.44471955],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982446,0.00022287483,0.00039207863,0.00042387223,0.00029677563,0.00041981565],"domain_scores_gemma":[0.99820584,0.00017989885,0.00042309318,0.0005589343,0.00052719726,0.000105062296],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00052618596,0.00023611983,0.00036409756,0.0002699076,0.0019918652,0.000032314685,0.000471412,0.0003983827,0.00010549931],"category_scores_gemma":[0.00008904349,0.00021235849,0.000112965994,0.00023182684,0.000047371977,0.00041757085,0.0002711131,0.0009130261,0.00006269571],"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":[0.00008708363,0.000013880388,0.000076538956,0.0011378083,0.00010662918,0.0000020625544,0.33465293,0.6600726,0.00012004803,0.0012896168,0.0013424489,0.0010983283],"study_design_scores_gemma":[0.00024878536,0.0000821788,0.000026992078,0.00071798597,0.00013858922,2.2362805e-7,0.31043565,0.68540853,0.000010511467,0.0001293638,0.0026375183,0.00016364452],"about_ca_topic_score_codex":0.044435393,"about_ca_topic_score_gemma":0.09489336,"teacher_disagreement_score":0.4751756,"about_ca_system_score_codex":0.00023097699,"about_ca_system_score_gemma":0.0006042935,"threshold_uncertainty_score":0.9993074},"labels":[],"label_agreement":null},{"id":"W6990263674","doi":"","title":"Dataset Creation and Imbalance Mitigation in Big Data: Enhancing Machine Learning Models for Forest Fire Prediction","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Random forest; Adaptability; Scale (ratio); Class (philosophy); Predictive modelling; Key (lock); Climate change","score_opus":0.01583620510621894,"score_gpt":0.20763404695806337,"score_spread":0.19179784185184443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990263674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958438,0.000051760373,0.00029041266,0.00008803175,0.00027428367,0.00064125063,0.002731213,0.00004728811,0.00003193949],"genre_scores_gemma":[0.8288039,0.00027366873,0.00065737736,0.000004353247,0.00005659614,0.0000055412825,0.12891346,0.00004181415,0.04124329],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881196,0.000070833994,0.00015692244,0.0005255915,0.00023345607,0.00020124589],"domain_scores_gemma":[0.99926597,0.000096115065,0.00025887834,0.0003116736,0.000015282203,0.00005211008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043091818,0.00017009601,0.00025983155,0.00011930857,0.00018532125,0.000023288141,0.00027752892,0.00019366211,0.00001737352],"category_scores_gemma":[0.000054517288,0.00020973288,0.000029077424,0.000196945,0.000048463626,0.0007613031,0.0001442969,0.00017776171,0.000023148023],"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":[0.002122995,0.00043136848,0.3954886,0.008143598,0.00035910954,0.00010320275,0.24919292,0.12554118,0.067190945,0.000051056773,0.025987156,0.12538786],"study_design_scores_gemma":[0.0008394129,0.00014280583,0.1034275,0.00047100653,0.00008671018,0.0000016743077,0.013509874,0.8803243,0.00026466648,0.000117576805,0.00055813405,0.00025636324],"about_ca_topic_score_codex":0.14807655,"about_ca_topic_score_gemma":0.618992,"teacher_disagreement_score":0.7547831,"about_ca_system_score_codex":0.00015837532,"about_ca_system_score_gemma":0.000015632197,"threshold_uncertainty_score":0.8575965},"labels":[],"label_agreement":null},{"id":"W6990321333","doi":"","title":"Depressive Symptoms as a Mediator of the Association Between Functional Social Support and Executive Function: A Moderated Mediation Analysis of the Canadian Longitudinal Study on Aging’s Comprehensive Cohort","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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 support; Moderated mediation; Depression (economics); Association (psychology); Psychological intervention; Mediation; Longitudinal study; Multilevel model","score_opus":0.02488352433505705,"score_gpt":0.27834614574101346,"score_spread":0.25346262140595643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990321333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994121,0.00004130268,7.338407e-7,0.0032375555,0.0007423626,0.000718438,0.00035231435,0.000013479343,0.00077277113],"genre_scores_gemma":[0.97138333,0.000024755669,0.0000013376582,0.000058710484,0.000101058235,0.000002963465,0.00032959634,0.000010093809,0.028088158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764436,0.00041209438,0.00024481417,0.00031639668,0.0011087473,0.00027361128],"domain_scores_gemma":[0.9979987,0.00024595385,0.000696901,0.00015329983,0.00077905407,0.00012605455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043189127,0.00017625694,0.000574462,0.00040209395,0.001195774,0.00003693582,0.00025042094,0.00035611048,0.00011954756],"category_scores_gemma":[0.00009954206,0.00014835504,0.00029212897,0.0009675116,0.00019306922,0.0001279587,0.000051629475,0.00033812042,0.0000029410426],"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":[0.000057748188,0.000032502405,0.80635965,0.000072945935,0.0029942726,0.000001508989,0.18861647,0.000038098042,0.0000030886938,0.0007079226,0.0010507363,0.000065077926],"study_design_scores_gemma":[0.00026289182,0.000053977787,0.82652915,0.000043854358,0.0034969545,4.2865345e-8,0.16923773,0.000026459891,0.000012719567,0.00008606816,0.00014777339,0.00010239404],"about_ca_topic_score_codex":0.77954483,"about_ca_topic_score_gemma":0.97138405,"teacher_disagreement_score":0.19183925,"about_ca_system_score_codex":0.00078244606,"about_ca_system_score_gemma":0.0014839113,"threshold_uncertainty_score":0.9197048},"labels":[],"label_agreement":null},{"id":"W6990339598","doi":"","title":"Developing a Community: Qualitative Approaches to Understanding the Role of Community Engagement in Gameswork","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Qualitative research; Work (physics); Community engagement; Consumption (sociology); Investment (military); Qualitative property; Journalism; Content analysis","score_opus":0.15335893160788094,"score_gpt":0.25994143566378364,"score_spread":0.1065825040559027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990339598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966383,0.000052776595,0.0010425681,0.00027387778,0.0001714522,0.00027044982,0.000019016104,0.00007904945,0.0014525383],"genre_scores_gemma":[0.99419636,0.000038255974,0.0009288146,0.000004651616,0.000006779543,0.000002606734,0.00019136553,0.00002292915,0.0046082535],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99875236,0.0007023733,0.00016126939,0.00007267974,0.00016371315,0.00014763013],"domain_scores_gemma":[0.99928075,0.00028232473,0.00010287538,0.00026456485,0.00004160135,0.000027884184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008249844,0.0001559037,0.00027583138,0.0003544205,0.00034832372,0.000014235395,0.00036685355,0.0001499259,0.000011807485],"category_scores_gemma":[0.000022015949,0.00016262577,0.00007306226,0.00049624103,0.00007334278,0.000092117116,0.00006808072,0.00087347475,0.000008110532],"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":[0.00003820948,0.000017004926,0.00008318179,0.00030104135,0.00011503004,4.3139943e-7,0.9760862,0.0013294815,0.00037061234,0.017969964,0.0000706069,0.0036182182],"study_design_scores_gemma":[0.00015177784,0.000030789055,0.0021734475,0.00039878214,0.000034553177,2.4922338e-7,0.98475504,0.0005245318,0.00089437846,0.010821384,0.000064945016,0.00015009746],"about_ca_topic_score_codex":0.029476631,"about_ca_topic_score_gemma":0.21365759,"teacher_disagreement_score":0.18418096,"about_ca_system_score_codex":0.0003258605,"about_ca_system_score_gemma":0.000044091386,"threshold_uncertainty_score":0.97698617},"labels":[],"label_agreement":null},{"id":"W6990383067","doi":"","title":"Deeper insights into the construct of sexual communication: Understanding of the role of individual and relationship factors and the development of a process model","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sexual function and dysfunction 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":"Regional Municipality of Waterloo","funders":"","keywords":"Process (computing); Construct (python library); Meaning (existential); Context (archaeology); Vulnerability (computing); Outcome (game theory)","score_opus":0.05057917874744832,"score_gpt":0.2517651570751481,"score_spread":0.2011859783276998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990383067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985743,0.00047465521,0.000034523662,0.00029075297,0.000042115436,0.00031181495,0.000009067301,0.0000074983404,0.00025522677],"genre_scores_gemma":[0.9943068,0.00007871578,0.00029560606,0.000005421861,0.0000026024752,8.1078457e-7,0.000056605055,0.000007656735,0.0052457494],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99915916,0.000083912535,0.00023365201,0.00012188871,0.00034079133,0.000060607777],"domain_scores_gemma":[0.9986623,0.00033497612,0.00048852095,0.00022318985,0.00026823362,0.000022795239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308255,0.00011538016,0.0003641694,0.00015256532,0.00031689773,0.000003500365,0.00015819047,0.00011171113,0.0000073262718],"category_scores_gemma":[0.000065655666,0.000066229644,0.000044540324,0.0002574993,0.00077064143,0.000059671067,0.00011050859,0.00017123534,1.498787e-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":[0.0005119984,0.000033379918,0.06104574,0.00058113306,0.0004520361,6.6949866e-8,0.93076736,0.00005215681,0.0004393595,0.0057391683,0.000034000328,0.0003436305],"study_design_scores_gemma":[0.0010066947,0.000052967465,0.11025164,0.00020308577,0.00041647998,6.320285e-7,0.8842912,0.00019263719,0.0013864456,0.0021297806,0.00001229207,0.000056193276],"about_ca_topic_score_codex":0.0016465117,"about_ca_topic_score_gemma":0.010602945,"teacher_disagreement_score":0.049205903,"about_ca_system_score_codex":0.000028130535,"about_ca_system_score_gemma":0.00017176276,"threshold_uncertainty_score":0.59166926},"labels":[],"label_agreement":null},{"id":"W6990407322","doi":"","title":"Development of Optimal Energy Infrastructures for the Oil Sands Industry in a CO₂-constrained World","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"Canon Foundation for Scientific Research","keywords":"Asphalt; Energy source; Production (economics); Process (computing); Fossil fuel; Petroleum","score_opus":0.01135704225625857,"score_gpt":0.24743532230207915,"score_spread":0.23607828004582057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990407322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99367964,0.00012154601,0.000047346122,0.00023988879,0.0001350826,0.00012176576,0.000029408126,0.00002032181,0.005605009],"genre_scores_gemma":[0.5939342,0.00003528668,0.0058321008,0.000020598029,0.000038520586,0.000004129851,0.0005475992,0.000027661317,0.39955994],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9984564,0.00006368435,0.00028986993,0.00033072574,0.0003908197,0.0004684689],"domain_scores_gemma":[0.9988379,0.0001787205,0.00022838985,0.0003041267,0.00035493824,0.00009593356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039933727,0.00025896894,0.00046499196,0.00057156873,0.00021399713,0.00001391166,0.00059338426,0.00088445557,0.0003689336],"category_scores_gemma":[0.000060572456,0.00024070412,0.00017795975,0.00055638707,0.000252763,0.00009298009,0.00009444212,0.0006546423,0.0000010155452],"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":[0.009390336,0.0005312968,0.0018843259,0.002734252,0.0013361564,0.000134186,0.2683088,0.04490503,0.004831873,0.08585019,0.0016265701,0.578467],"study_design_scores_gemma":[0.005047875,0.00024038846,0.024955334,0.0006662675,0.00022100183,0.0000049525815,0.8754384,0.0020124863,0.02308118,0.002485797,0.06475444,0.001091871],"about_ca_topic_score_codex":0.08155121,"about_ca_topic_score_gemma":0.59456325,"teacher_disagreement_score":0.60712963,"about_ca_system_score_codex":0.00022193989,"about_ca_system_score_gemma":0.0006504479,"threshold_uncertainty_score":0.9815629},"labels":[],"label_agreement":null},{"id":"W6990427557","doi":"","title":"Development of Sustainable Asphalt Mix Solution for use in Approach Intersection Pavements in Southern Ontario","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","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":"Rut; Asphalt; Truck; Asphalt pavement; Heavy traffic; Intersection (aeronautics); Traffic volume","score_opus":0.0242869618025306,"score_gpt":0.21276562936555624,"score_spread":0.18847866756302564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990427557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976555,0.000010997604,0.0009847339,0.0000038167923,0.00023609183,0.00095489604,0.000009785459,0.000053020485,0.00009113163],"genre_scores_gemma":[0.6519904,0.000016817572,0.016294815,0.0000014037169,0.0000171781,0.000026951422,0.0030505164,0.00007371347,0.3285282],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988637,0.000022595259,0.0002981701,0.00024250479,0.0002537749,0.0003192345],"domain_scores_gemma":[0.9994961,0.00001595361,0.00018349571,0.00014188608,0.00013241642,0.000030155945],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041467434,0.00019758094,0.00031521215,0.0007738702,0.00006363639,0.000010512871,0.00015836522,0.00023288223,0.000032410302],"category_scores_gemma":[0.000007813728,0.00026782823,0.0000700773,0.000297749,0.000015426767,0.00040679428,0.000033187527,0.00018700688,0.000011102127],"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":[0.0003678821,0.0001671281,0.009872723,0.003029204,0.00015986488,0.0000056770627,0.9536593,0.02425921,0.004754887,0.000026839489,0.00019057047,0.0035067324],"study_design_scores_gemma":[0.002329813,0.00009253549,0.060662057,0.0005535432,0.000079636455,1.6462312e-7,0.85738873,0.07513598,0.0031168542,0.00003800433,0.00016970735,0.00043294445],"about_ca_topic_score_codex":0.18666391,"about_ca_topic_score_gemma":0.897076,"teacher_disagreement_score":0.7104121,"about_ca_system_score_codex":0.00144231,"about_ca_system_score_gemma":0.00017320158,"threshold_uncertainty_score":0.9999774},"labels":[],"label_agreement":null},{"id":"W6990452088","doi":"","title":"Development and Comparison of 3D Dynamic Models of Golf Clubhead-Ball Impacts","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sports Dynamics and Biomechanics","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":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Ball (mathematics); Mathematical model; Impact assessment; Simulation modeling; Model validation; Predictive modelling; Experimental data","score_opus":0.01214708007940447,"score_gpt":0.2078249343298468,"score_spread":0.19567785425044235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990452088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99902314,0.00020067618,0.00016359928,0.000010577136,0.00022048228,0.00015047962,0.00006109123,0.00006426194,0.00010569403],"genre_scores_gemma":[0.9776832,0.00034488333,0.006286314,5.333363e-7,0.0000037880773,2.1891448e-7,0.00074611703,0.00004206002,0.0148928985],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919045,0.000006128259,0.00021956762,0.00017903453,0.00021819174,0.00018663265],"domain_scores_gemma":[0.99944687,0.000012398856,0.00020641493,0.00016971679,0.000099135264,0.00006546582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008889251,0.00019878978,0.0005208537,0.0003389713,0.000038237846,0.000004971775,0.00018324034,0.0002622635,0.0000125864935],"category_scores_gemma":[0.0000017194208,0.00023650163,0.00007182184,0.00018862638,0.000030134297,0.00008264862,0.000036397825,0.00013632524,0.0000028860027],"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":[0.0005659014,0.00036319636,0.001204676,0.013900865,0.0016838883,0.000063580985,0.7273126,0.062481277,0.14932875,0.0008488317,0.0006163113,0.041630078],"study_design_scores_gemma":[0.0008741183,0.00012964677,0.010769642,0.0010946437,0.00028297148,0.0000016112948,0.20231831,0.77251774,0.011011637,0.00020874703,0.000096970674,0.0006939547],"about_ca_topic_score_codex":0.0033291082,"about_ca_topic_score_gemma":0.053710487,"teacher_disagreement_score":0.71003646,"about_ca_system_score_codex":0.00008426693,"about_ca_system_score_gemma":0.000054287757,"threshold_uncertainty_score":0.9644256},"labels":[],"label_agreement":null},{"id":"W6990512358","doi":"","title":"Disk-based Indexing for NIR-Trees using Polygon Overlays","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Data Management and Algorithms","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":"Blackberry (Canada)","funders":"","keywords":"Search engine indexing; Polygon (computer graphics); Set (abstract data type); Bounding overwatch; Point (geometry); Extension (predicate logic); Construct (python library); Spurious relationship; Range (aeronautics); Data structure","score_opus":0.017077268630315043,"score_gpt":0.22746914627542125,"score_spread":0.2103918776451062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990512358","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":[0.89210385,0.00043891193,0.09989724,0.0014663229,0.0031521777,0.0010617395,0.0002985372,0.0005117998,0.0010694079],"genre_scores_gemma":[0.058209613,0.00006759386,0.17501283,0.00008875512,0.0002624426,0.0000024542335,0.0029363984,0.0001034509,0.76331645],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986551,0.000024044433,0.00012071808,0.00057469704,0.0003143537,0.00031108773],"domain_scores_gemma":[0.9991013,0.00003998585,0.00020233772,0.0004951484,0.00009055437,0.000070703216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015916524,0.00024974137,0.00031266705,0.0004939867,0.00022377988,0.00018785174,0.0011642412,0.00016633348,0.000023925955],"category_scores_gemma":[0.000007319927,0.0002887994,0.00022973899,0.00036009168,0.00003787074,0.00079202047,0.00022918952,0.0001641156,0.000026199281],"study_design_candidate":"simulation_or_modeling","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":[0.0012958162,0.0013250484,0.0017338613,0.017664818,0.003295824,0.0011506754,0.42367977,0.0075787357,0.040907126,0.11177117,0.07202034,0.31757683],"study_design_scores_gemma":[0.0021805633,0.0004188316,0.0019643863,0.0019759585,0.0008545386,0.0000023755683,0.06592628,0.9023656,0.0057443357,0.0035593032,0.01317276,0.001835061],"about_ca_topic_score_codex":0.008751633,"about_ca_topic_score_gemma":0.010466201,"teacher_disagreement_score":0.8947869,"about_ca_system_score_codex":0.00008553284,"about_ca_system_score_gemma":0.000102298676,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W6990593626","doi":"","title":"Edge of Field Phosphorus Export via Tile Drainage and Overland Flow from Reduced Tillage Systems in Ontario","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Water Nutrient Dynamics","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":true,"ca_institutions":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Tile drainage; Drainage; Surface runoff; Hydrology (agriculture); Tillage; Phosphorus; Seasonality; Growing season","score_opus":0.007123252997216087,"score_gpt":0.17698785470082623,"score_spread":0.16986460170361015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990593626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963625,0.000107162654,0.000003230239,0.000027122187,0.00037212492,0.0002466036,0.000047321548,0.000013899154,0.0028200177],"genre_scores_gemma":[0.88612,0.00004431938,0.0002515058,0.0000048928314,0.000011146945,6.133237e-7,0.0005333229,0.000015235161,0.11301893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989155,0.000032850578,0.0001671639,0.00037144232,0.00030690138,0.00020615887],"domain_scores_gemma":[0.99935776,0.000026121239,0.00022069454,0.00026879905,0.000023112802,0.00010353464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012297045,0.00020317681,0.0004282019,0.00009343977,0.000052504205,0.000012463937,0.00025547564,0.00029226838,0.00019073597],"category_scores_gemma":[0.000005692605,0.00022242291,0.00006782885,0.00010582826,0.00008015597,0.00018341882,0.000122988,0.00020261729,0.000023210432],"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":[0.0014004732,0.00028538803,0.58027196,0.00024088575,0.00012214623,0.00024784612,0.4022588,0.00047028583,0.00499976,0.000013868583,0.0045502866,0.0051382617],"study_design_scores_gemma":[0.004011202,0.00071246224,0.8312278,0.00080348004,0.00030867622,0.000008815015,0.14548947,0.007425685,0.0031384663,0.0026364448,0.0029762906,0.0012612268],"about_ca_topic_score_codex":0.8744411,"about_ca_topic_score_gemma":0.6469249,"teacher_disagreement_score":0.25676933,"about_ca_system_score_codex":0.00026458927,"about_ca_system_score_gemma":0.000042313273,"threshold_uncertainty_score":0.9070143},"labels":[],"label_agreement":null},{"id":"W6990812859","doi":"","title":"Effectiveness of Organic Carbon Cover Systems on Sulfide-rich Tailings","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Limiting; Tailings dam; Articular cartilage damage; Tailings; Dispose pattern","score_opus":0.00443437705868139,"score_gpt":0.18588851977343415,"score_spread":0.18145414271475277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990812859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953777,0.00006984573,0.00001192371,0.000023473081,0.00023470308,0.0003386754,0.0000107416245,0.000036956524,0.003895982],"genre_scores_gemma":[0.83140266,0.00008711413,0.00006108035,0.0000024038236,0.000011228454,6.978159e-7,0.00025663694,0.000018388033,0.16815981],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988358,0.00015617613,0.00013195223,0.00035006276,0.00035102697,0.00017495599],"domain_scores_gemma":[0.9991938,0.00008156497,0.00030277076,0.00029679635,0.000067234105,0.000057827005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029610374,0.00018730841,0.00041629438,0.00012578168,0.00006469954,0.000008382781,0.00027591368,0.00028157476,0.00061215647],"category_scores_gemma":[0.0000310439,0.00020077876,0.00010872103,0.00029400128,0.00007786325,0.00008822184,0.00007808952,0.00017121977,0.000048358328],"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":[0.00025802807,0.00018725208,0.002421326,0.0017546703,0.00010971747,0.00006900452,0.037012197,0.0003012829,0.9570204,0.0000910358,0.0005643127,0.00021074986],"study_design_scores_gemma":[0.00086863607,0.00047670898,0.014240718,0.0013653554,0.00025409117,0.0000033523265,0.07065141,0.00028449215,0.9107094,0.00008411345,0.00045728975,0.0006044459],"about_ca_topic_score_codex":0.041686516,"about_ca_topic_score_gemma":0.007269655,"teacher_disagreement_score":0.16426383,"about_ca_system_score_codex":0.00014358666,"about_ca_system_score_gemma":0.000034123623,"threshold_uncertainty_score":0.964695},"labels":[],"label_agreement":null},{"id":"W6990815104","doi":"","title":"Empirical Valuation of Watershed Services: A Spatial Instrumental Variable Regression Model of Treatment Plants in Canada","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Watershed; Water quality; Land cover; Drainage; Agriculture; Land use; Agricultural land; Water use; Ecosystem services; Drainage basin; Valuation (finance)","score_opus":0.03177485433410645,"score_gpt":0.22344421139691253,"score_spread":0.19166935706280608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990815104","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":[0.9942682,0.00001927974,0.000015198876,0.00007986001,0.00012856339,0.00061948807,0.0030607309,0.0000875303,0.0017211433],"genre_scores_gemma":[0.45503753,0.00014551611,0.002709927,0.000007954369,0.000031315245,0.0000021072788,0.001391419,0.00069137465,0.53998286],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980702,0.00015963877,0.00027541583,0.0004693772,0.0006656897,0.0003596894],"domain_scores_gemma":[0.99861616,0.000031197185,0.000711635,0.00046305748,0.00006560621,0.000112349844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016021165,0.00036912347,0.0009042245,0.0007337564,0.000039724026,0.0000036664544,0.0003943625,0.0003053567,0.00048562686],"category_scores_gemma":[0.0000035903736,0.00036027603,0.00010777349,0.00031563477,0.00009770757,0.00012995179,0.00019337187,0.0001261894,0.00004513487],"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":[0.0084078675,0.003094226,0.2759379,0.0065451274,0.004105275,0.00050347345,0.41471383,0.096608944,0.08357208,0.00007637095,0.10069085,0.005744041],"study_design_scores_gemma":[0.032374866,0.0021753295,0.017313506,0.013369151,0.001829178,0.00001369839,0.2498566,0.65400124,0.022124318,0.00035833588,0.003634967,0.002948812],"about_ca_topic_score_codex":0.99899364,"about_ca_topic_score_gemma":0.99924695,"teacher_disagreement_score":0.5573923,"about_ca_system_score_codex":0.0023537944,"about_ca_system_score_gemma":0.0014086918,"threshold_uncertainty_score":0.9998849},"labels":[],"label_agreement":null},{"id":"W6990837375","doi":"","title":"Enhancing Clinical Support for Breast Cancer with Deep Learning Models using Optimized Synthetic Correlated Diffusion Imaging","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"MRI in cancer diagnosis","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":"Blackberry (Canada)","funders":"","keywords":"Breast cancer; Deep learning; Prostate cancer; Magnetic resonance imaging; Modality (human–computer interaction); Convolutional neural network; Breast MRI","score_opus":0.019967030460371963,"score_gpt":0.2775412043685128,"score_spread":0.25757417390814086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990837375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924789,0.00057926425,0.0032720147,0.001214151,0.00090185995,0.0010914538,0.00009278101,0.00017554675,0.00019399167],"genre_scores_gemma":[0.59993607,0.0064773248,0.041480348,0.00012497642,0.0004648406,0.000021544634,0.0018697743,0.00052144966,0.3491037],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979056,0.00007817593,0.00035736375,0.0007862929,0.00042877859,0.00044376243],"domain_scores_gemma":[0.99830395,0.00018020695,0.0004802914,0.0003195926,0.00050064106,0.0002153004],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035420072,0.00039891596,0.0010420956,0.0004120981,0.00024939576,0.000032227566,0.00019790004,0.00039178217,0.0006241084],"category_scores_gemma":[0.000018399083,0.00039932443,0.00041307294,0.00027235656,0.00013256104,0.00023399314,0.00007267721,0.0007860102,0.000011155413],"study_design_candidate":"simulation_or_modeling","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":[0.057606336,0.002037155,0.047108125,0.031173157,0.008911307,0.0029178122,0.50954807,0.16696548,0.04277419,0.00013524917,0.004791896,0.1260312],"study_design_scores_gemma":[0.008331894,0.0006109663,0.002773985,0.016110072,0.010221406,0.00018170207,0.15910053,0.79967034,0.0015747094,0.00005443005,0.0002741268,0.0010958253],"about_ca_topic_score_codex":0.01901822,"about_ca_topic_score_gemma":0.012252893,"teacher_disagreement_score":0.63270485,"about_ca_system_score_codex":0.00042189402,"about_ca_system_score_gemma":0.0004951296,"threshold_uncertainty_score":0.99984586},"labels":[],"label_agreement":null},{"id":"W6990863403","doi":"","title":"Enabling Language-Specific Transformations in Language-Agnostic Program Reduction","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software Testing and Debugging 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":true,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Metis; Program transformation; Transformation (genetics); Reduction (mathematics); Matching (statistics); Domain (mathematical analysis); Abstract syntax tree; Rewriting","score_opus":0.015273204512537096,"score_gpt":0.24332602162394068,"score_spread":0.22805281711140357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990863403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98912215,0.000364865,0.0015214914,0.0003926916,0.00047295046,0.0005401004,0.000010122078,0.007330894,0.00024471246],"genre_scores_gemma":[0.594972,0.0009859917,0.22147878,0.000017814024,0.0001747149,0.000024116067,0.0017291876,0.000119518656,0.18049785],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99887425,0.000058514106,0.00016199614,0.0003692497,0.0002644907,0.00027152995],"domain_scores_gemma":[0.9991619,0.000095498086,0.00016114557,0.00042617036,0.000098771954,0.000056486133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022737775,0.00018479311,0.0002649835,0.0007612806,0.00014239791,0.00006309929,0.00066327065,0.00021015234,0.000013485077],"category_scores_gemma":[0.000048066493,0.0002247701,0.00010921286,0.000887647,0.000037226833,0.00038915445,0.000052834377,0.0003054649,0.000052194257],"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":[0.00003230421,0.00016319267,0.00011789088,0.00038925768,0.000031795716,0.00018141209,0.7364854,0.00014858299,0.0018961304,0.00023812328,0.006682761,0.2536331],"study_design_scores_gemma":[0.0036705446,0.0013684276,0.031919293,0.007707648,0.00028658766,0.000119496144,0.886645,0.028903136,0.024226934,0.009665488,0.0016824632,0.003804968],"about_ca_topic_score_codex":0.01988367,"about_ca_topic_score_gemma":0.009089386,"teacher_disagreement_score":0.39415014,"about_ca_system_score_codex":0.0000890913,"about_ca_system_score_gemma":0.000070511676,"threshold_uncertainty_score":0.986643},"labels":[],"label_agreement":null},{"id":"W6990952738","doi":"","title":"Ethical Tech Innovation: Uniting Educational Initiatives and Professional Practice","year":2021,"lang":"en","type":"report","venue":"UWSpace (University of Waterloo)","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":"Government (linguistics); Professional ethics; High tech; Professional development; Ethical issues; Higher education; Knowledge production","score_opus":0.045346264876166505,"score_gpt":0.31998932872445635,"score_spread":0.27464306384828985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990952738","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":[0.8171446,0.0009730228,0.000038394413,0.10778845,0.0016720061,0.0010719633,0.0010581862,0.00025370324,0.06999968],"genre_scores_gemma":[0.099303976,0.001130123,0.03312802,0.0005958768,0.0010375036,0.0000050486833,0.0058501936,0.00024161734,0.85870767],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9960918,0.00066726323,0.0003709203,0.00073560013,0.0017607862,0.00037362118],"domain_scores_gemma":[0.9899232,0.0010790381,0.0013844544,0.00041730676,0.0070646144,0.0001314261],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002243229,0.00038924912,0.00065716065,0.00097336434,0.00059811416,0.000057575668,0.00034729223,0.0011859472,0.0011858862],"category_scores_gemma":[0.0038157618,0.00047192033,0.00010814663,0.0015936394,0.00072452513,0.00090930995,0.00069502543,0.0024562015,0.00012711894],"study_design_candidate":"qualitative","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":[0.0012685964,0.0042387573,0.019468097,0.0072376733,0.00445595,0.0018641659,0.38938776,0.00003484634,0.015400721,0.10124444,0.44774094,0.0076580434],"study_design_scores_gemma":[0.0022419447,0.00029024956,0.051869147,0.004693497,0.0011392072,0.0011821282,0.6477398,0.00006504241,0.0006477896,0.0013363324,0.28698045,0.0018143617],"about_ca_topic_score_codex":0.010073145,"about_ca_topic_score_gemma":0.0028136156,"teacher_disagreement_score":0.788708,"about_ca_system_score_codex":0.00054746936,"about_ca_system_score_gemma":0.007080886,"threshold_uncertainty_score":0.99984515},"labels":[],"label_agreement":null},{"id":"W6991018551","doi":"","title":"Factors Affecting the Transport of Pathogens &amp; Pathogen Surrogates in Saturated Porous Media: Implications for Natural &amp; Engineered Drinking Water Filters","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fecal contamination and water quality","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":"Blackberry (Canada)","funders":"","keywords":"Salmonella; Microorganism; Filtration (mathematics); Pathogenic bacteria; Bacteria; Porous medium; Pseudomonas aeruginosa; Salmonella enterica; Escherichia coli","score_opus":0.020593910764190048,"score_gpt":0.22021559919931954,"score_spread":0.1996216884351295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991018551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983073,0.000021462405,0.000045249817,0.0003830026,0.00021935416,0.0007436522,0.00018987349,0.00003810535,0.000051997406],"genre_scores_gemma":[0.97734183,0.000013323256,0.000517168,0.000008758999,0.000010744329,0.0000036793642,0.0049428204,0.000025234713,0.01713641],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998598,0.000114409886,0.00028633454,0.00039157376,0.0002489833,0.00036072027],"domain_scores_gemma":[0.99906236,0.00020544336,0.00024774292,0.00032943237,0.00008173079,0.000073300595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037859316,0.00028612674,0.00042302647,0.00014601518,0.00019740997,0.000014239551,0.00045364883,0.0002513549,0.0003101879],"category_scores_gemma":[0.000041866806,0.00021086654,0.00022452929,0.00022139362,0.00013156116,0.00024519043,0.000053566095,0.00026962353,0.000021751637],"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":[0.000101094185,0.00010488991,0.07045238,0.0002266816,0.00009108728,0.0000017404824,0.38005108,0.0003628963,0.54713386,0.000033894732,0.0001745947,0.0012657691],"study_design_scores_gemma":[0.0006105983,0.00003353176,0.93027043,0.00009107191,0.0001277439,9.68105e-7,0.045298718,0.00005953067,0.022790907,0.00012113417,0.00019626947,0.0003990956],"about_ca_topic_score_codex":0.024010733,"about_ca_topic_score_gemma":0.2537607,"teacher_disagreement_score":0.85981804,"about_ca_system_score_codex":0.00014713306,"about_ca_system_score_gemma":0.000016047728,"threshold_uncertainty_score":0.98248845},"labels":[],"label_agreement":null},{"id":"W6991038631","doi":"","title":"An Examination of Fish Consumption and Human Health and the Potential Role of Fish Species Diversity on Nutrient and Fatty Acid Composition","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Nutrient; Population; Polyunsaturated fatty acid; Human health; Fish farming; Essential nutrient; Fish <Actinopterygii>; Coastal fish","score_opus":0.012707834779305859,"score_gpt":0.22788138881267753,"score_spread":0.21517355403337166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991038631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974549,0.00027441903,0.0000020112518,0.0013871895,0.000039195733,0.00042068324,0.00032523982,0.0000083661525,0.0000880225],"genre_scores_gemma":[0.994586,0.00224564,0.000060637307,0.00006426833,0.000016896067,5.413289e-7,0.0019397888,0.000005512414,0.00108074],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99918187,0.000108433,0.00011783709,0.00020522159,0.00029696172,0.000089676905],"domain_scores_gemma":[0.9993734,0.000031288982,0.00029480498,0.000103631915,0.0001293773,0.000067515415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018066364,0.00011503142,0.00038565364,0.00013633101,0.00059120014,0.0000063171115,0.000058227437,0.00007556957,0.00005699093],"category_scores_gemma":[0.0000036884157,0.000112171416,0.000058368274,0.00005452634,0.00030739687,0.00008235899,0.00010781358,0.00013007157,9.200661e-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":[0.039133854,0.0050011943,0.14547761,0.015469299,0.0019130445,0.0000710534,0.6378328,0.000022550223,0.105104685,0.027409926,0.0061795716,0.01638438],"study_design_scores_gemma":[0.0038332383,0.0013172696,0.8353212,0.00023388502,0.00023259928,0.0000045812617,0.15729256,0.000037540874,0.0013322578,0.00020888478,0.00009154727,0.000094439725],"about_ca_topic_score_codex":0.0070120688,"about_ca_topic_score_gemma":0.004659364,"teacher_disagreement_score":0.6898436,"about_ca_system_score_codex":0.000055880628,"about_ca_system_score_gemma":0.000015322708,"threshold_uncertainty_score":0.99960035},"labels":[],"label_agreement":null},{"id":"W6991046491","doi":"","title":"Establishing Legitimacy in the Face of a Dominant Amateur Sport Organization: A Case Study of True Hockey","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sports, Gender, 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":"Amateur; Legitimacy; Ice hockey; Context (archaeology); Face (sociological concept); Amateur sports; Order (exchange); Depiction; Alliance","score_opus":0.016287673765695104,"score_gpt":0.2530123949598167,"score_spread":0.2367247211941216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991046491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979592,0.000052916872,0.0000016570684,0.00017907945,0.00023556134,0.0007602543,0.000025786,0.000016181706,0.000769381],"genre_scores_gemma":[0.94430923,0.0001361482,0.000043143853,0.0000071679083,0.000024316456,9.885866e-7,0.00013531552,0.000015548008,0.055328153],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983079,0.0002052774,0.00024003097,0.00029789418,0.00072654214,0.0002223776],"domain_scores_gemma":[0.9986978,0.00007238881,0.0005827102,0.00031612202,0.00028161943,0.00004935389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009530902,0.00016061774,0.00047265514,0.00019757076,0.00059820217,0.000027585413,0.0006492478,0.0001666164,0.0004210573],"category_scores_gemma":[0.00005343884,0.00016561597,0.00012696044,0.0011021491,0.00015075687,0.00031704537,0.0000777891,0.00027246762,7.869437e-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":[0.000047027843,0.00039359837,0.025621554,0.000117928605,0.00005035954,0.00074083795,0.9721937,0.00006232611,0.000042587002,0.00022674739,0.00036014916,0.00014315313],"study_design_scores_gemma":[0.0006767872,0.0001141974,0.010866334,0.00003575505,0.00014628608,0.000012018583,0.9875954,0.000008216327,0.000041756495,0.000013314621,0.00033853884,0.00015144197],"about_ca_topic_score_codex":0.6928742,"about_ca_topic_score_gemma":0.5918105,"teacher_disagreement_score":0.10106366,"about_ca_system_score_codex":0.0001354703,"about_ca_system_score_gemma":0.00042975435,"threshold_uncertainty_score":0.67536235},"labels":[],"label_agreement":null},{"id":"W6991074082","doi":"","title":"Evaluation of Hydraulic Conductivity Collected by Various Approaches at a Highly Heterogeneous Field Site","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Groundwater flow and contamination studies","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Ground subsidence; Field (mathematics); Measure (data warehouse); Ooid; Limiting; Work (physics)","score_opus":0.026534244745611307,"score_gpt":0.2105696381706428,"score_spread":0.1840353934250315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991074082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99812853,0.000085142055,0.000024739644,0.0002707117,0.00017578076,0.00045009423,0.00006355055,0.000046797795,0.0007546563],"genre_scores_gemma":[0.64397234,0.000023451506,0.000036909165,0.0000066789316,0.000005093044,0.0000028735433,0.00043329393,0.000013966348,0.35550538],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981065,0.00019533606,0.0001586902,0.00043360196,0.0008908722,0.00021500724],"domain_scores_gemma":[0.9991885,0.00006542802,0.00031584816,0.0002635259,0.00011073342,0.000055988505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003953211,0.00021964745,0.00039187513,0.0001171773,0.00024998188,0.000010706467,0.000242072,0.00023234573,0.00070099253],"category_scores_gemma":[0.00003110857,0.00024782275,0.00013835476,0.0003172218,0.00012077506,0.00014995241,0.00017567501,0.000118650714,0.00018317517],"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":[0.000843175,0.00094636885,0.022149822,0.0006545538,0.0018084084,0.000049547285,0.59618276,0.003336304,0.22878878,0.000013612873,0.07397704,0.07124965],"study_design_scores_gemma":[0.009906471,0.002373536,0.44239458,0.00045014918,0.006914025,0.000022038555,0.21141155,0.022837609,0.2914458,0.00053152506,0.008211278,0.003501425],"about_ca_topic_score_codex":0.07126437,"about_ca_topic_score_gemma":0.24941093,"teacher_disagreement_score":0.42024478,"about_ca_system_score_codex":0.00035123693,"about_ca_system_score_gemma":0.00003300566,"threshold_uncertainty_score":0.9999974},"labels":[],"label_agreement":null},{"id":"W6991091180","doi":"","title":"Exploring the biopsychosocial landscape of chronic illness: A case study of systemic lupus erythematosus (SLE) from epigenetics to education","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Systemic Lupus Erythematosus 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":"Biopsychosocial model; Disease; Public health; Narrative; Social constructionism; Systemic lupus erythematosus; Lupus erythematosus","score_opus":0.03770157874473973,"score_gpt":0.27853911093140504,"score_spread":0.24083753218666532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991091180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942273,0.00073200086,0.0000032474559,0.00011855521,0.0023105287,0.0024112966,0.00007192586,0.000049963306,0.00007521942],"genre_scores_gemma":[0.94396996,0.00044364374,0.000059927832,0.0000014347108,0.0001927876,0.000022256456,0.00017976975,0.00007107832,0.055059128],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99765366,0.00020871025,0.00047199425,0.00049171067,0.000853606,0.00032031056],"domain_scores_gemma":[0.9974004,0.00021613749,0.0006175444,0.0009058783,0.0007039597,0.00015610406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037773506,0.00030394606,0.0010311279,0.0007463661,0.00018011124,0.000011926255,0.00047921753,0.00021922881,0.0000494271],"category_scores_gemma":[0.000072561896,0.00027132104,0.0002308183,0.0008644916,0.00007794508,0.00008612971,0.00012690513,0.00029846767,0.000042915584],"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":[0.0007991122,0.00079285266,0.026438322,0.006052136,0.0008885368,0.0004045174,0.95030445,0.00003705498,0.009251985,0.000009502751,0.0013330317,0.0036885068],"study_design_scores_gemma":[0.0020067918,0.0007166542,0.0017314161,0.0050229738,0.00066741725,0.0015406688,0.9869128,0.000047711528,0.0011011845,0.000008982597,0.000022170732,0.0002212316],"about_ca_topic_score_codex":0.113027446,"about_ca_topic_score_gemma":0.09390318,"teacher_disagreement_score":0.05498391,"about_ca_system_score_codex":0.0002769775,"about_ca_system_score_gemma":0.00074946025,"threshold_uncertainty_score":0.9999739},"labels":[],"label_agreement":null},{"id":"W6991101021","doi":"","title":"Expanding Space: Redefining Persian Cultural Hubs in Toronto through Interactive Architecture","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Space (punctuation); Architecture; Public space; Politics; Persian; Order (exchange)","score_opus":0.012433782176824693,"score_gpt":0.23058853811629498,"score_spread":0.21815475593947029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991101021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96872556,0.0005970227,0.0007502568,0.00009768411,0.0006870866,0.000300754,0.000031088308,0.00021621495,0.028594326],"genre_scores_gemma":[0.92223775,0.0003246531,0.0106113665,0.000012582627,0.00020072708,0.0000015973992,0.0004859121,0.00009362338,0.06603178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986203,0.000056974444,0.00017834677,0.00042746865,0.00027128338,0.00044567665],"domain_scores_gemma":[0.99934316,0.000036511097,0.00014620912,0.00029864808,0.00008247879,0.00009298125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010591287,0.00043210748,0.0005516961,0.00020415512,0.0001910189,0.000036549216,0.00039727206,0.0004215075,0.00037613945],"category_scores_gemma":[0.000013258178,0.00047894992,0.00021658174,0.00014335739,0.00008995563,0.00047859462,0.00006324209,0.00060246815,0.00003096293],"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":[0.00033128323,0.000035282872,0.00024624224,0.00046342495,0.00021740592,0.00006726888,0.9858889,0.001926479,0.005017914,0.00007714068,0.0023445555,0.003384098],"study_design_scores_gemma":[0.001189777,0.00023594199,0.0039582932,0.0012474454,0.00016825489,0.000015577838,0.9825893,0.0017068178,0.005677392,0.0007952869,0.0013408135,0.0010751139],"about_ca_topic_score_codex":0.05892877,"about_ca_topic_score_gemma":0.37188667,"teacher_disagreement_score":0.3129579,"about_ca_system_score_codex":0.0005936757,"about_ca_system_score_gemma":0.000038190527,"threshold_uncertainty_score":0.99976623},"labels":[],"label_agreement":null},{"id":"W6991112733","doi":"","title":"Evaluation of Techniques for Flood Quantile Estimation in Canada","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrology and Drought Analysis","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; Quantile; Damages; Estimation; 100-year flood; Event (particle physics); Natural disaster","score_opus":0.01004652567392076,"score_gpt":0.22160403759528707,"score_spread":0.21155751192136632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991112733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829626,0.00001956066,0.00006855703,0.00008481707,0.000060401566,0.00038642334,0.00002396813,0.0000055929313,0.0010544314],"genre_scores_gemma":[0.9773148,0.000011203926,0.0017688645,0.0000041623575,0.0000022157249,0.000001481294,0.00039447413,0.0000063496886,0.020496503],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991021,0.00007053106,0.00011408343,0.00019687564,0.0004029937,0.00011342536],"domain_scores_gemma":[0.9995007,0.00002924622,0.00023019032,0.00016080213,0.00005887744,0.000020195928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047558278,0.00009386219,0.00024827523,0.00010301802,0.000041216237,0.000001536036,0.00017325593,0.00014414388,0.00074552785],"category_scores_gemma":[0.000025118397,0.00011140682,0.00006718945,0.00015364825,0.000032027805,0.00013211377,0.000021665133,0.000071035625,0.000012819962],"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":[0.0016199735,0.00085801433,0.2363284,0.0016934929,0.0010476188,0.000021084823,0.19691174,0.2498036,0.041218415,0.00027633135,0.013235569,0.25698575],"study_design_scores_gemma":[0.0020157625,0.0003058066,0.14753762,0.00028136178,0.002242764,8.9633613e-7,0.082168795,0.7201925,0.042696048,0.0015304041,0.00031273492,0.0007153141],"about_ca_topic_score_codex":0.9813722,"about_ca_topic_score_gemma":0.99837005,"teacher_disagreement_score":0.4703889,"about_ca_system_score_codex":0.000435742,"about_ca_system_score_gemma":0.00025939682,"threshold_uncertainty_score":0.81630075},"labels":[],"label_agreement":null},{"id":"W6991133135","doi":"","title":"Food &amp; Cultural Center, A New Model for Toronto's Shopping Center - A place for collective memories and un-heard stories of South Asian Immigrants &amp; their future generations in Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Narrative; Identity (music); Tourism; Recreation; Resource (disambiguation); Cultural identity; Space (punctuation)","score_opus":0.02089582175910335,"score_gpt":0.2032583108030896,"score_spread":0.18236248904398625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991133135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934588,0.0004667331,0.000011493932,0.0016537968,0.00026187283,0.00072895276,0.0033551485,0.000011747875,0.00005146322],"genre_scores_gemma":[0.76038957,0.00025234686,0.0023894198,0.000046778594,0.00032877002,0.000017564977,0.0099389935,0.000008036088,0.2266285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990575,0.00004136536,0.00014866111,0.0003373524,0.00016911447,0.000246039],"domain_scores_gemma":[0.9994386,0.000038869915,0.00020992338,0.00006501747,0.00016088314,0.00008673699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005691049,0.00022981365,0.00040545224,0.000022418388,0.0004741851,0.000022814824,0.00020932815,0.00014667775,0.00009712102],"category_scores_gemma":[0.000009484303,0.00013105616,0.00016239929,0.0001305128,0.000029131957,0.00020471669,0.000050873194,0.00012450806,8.647132e-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":[0.0024415199,0.0001814423,0.002361774,0.00026356566,0.00038720155,0.0000025426427,0.9561614,0.00025069856,0.0073987767,0.00011413507,0.026115727,0.0043212385],"study_design_scores_gemma":[0.0015465412,0.00039640395,0.00829847,0.00008700498,0.00010673384,0.0000032707583,0.97063076,0.000313992,0.00018884466,0.00013271366,0.017876992,0.0004182408],"about_ca_topic_score_codex":0.8035866,"about_ca_topic_score_gemma":0.99972945,"teacher_disagreement_score":0.2330692,"about_ca_system_score_codex":0.00031551442,"about_ca_system_score_gemma":0.00025345248,"threshold_uncertainty_score":0.5344315},"labels":[],"label_agreement":null},{"id":"W6991192073","doi":"","title":"Fabrication of Transparent Nanocellulose Paper from Plant Sources for Energy Devices","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Physics and Engineering Research Articles","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":"Nanocellulose; Cellulose; Electronics; Nanofiber; Fabrication; Substrate (aquarium); Printed electronics","score_opus":0.010701616011352265,"score_gpt":0.1867268994022668,"score_spread":0.17602528339091453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991192073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974742,0.0012304885,0.00049929105,0.000044431024,0.00017038772,0.000080407364,0.0003696219,0.00007191316,0.000059251655],"genre_scores_gemma":[0.9930789,0.00041360414,0.00040530725,0.0000010182404,0.00004206134,0.0000014370648,0.0011837472,0.000029315053,0.004844608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947315,0.0000058144033,0.00008858292,0.00014288067,0.00014258349,0.00014695745],"domain_scores_gemma":[0.9996968,0.000038673264,0.000034820754,0.00012422826,0.000055824636,0.000049637525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029620483,0.00012766983,0.00021869747,0.000115417184,0.000030479348,0.000011181111,0.00017325017,0.00009138357,0.000035744066],"category_scores_gemma":[0.0000019344475,0.00014172967,0.00011495244,0.00008321991,0.000018307033,0.00010049818,0.000009567643,0.00006934517,0.000005389508],"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":[0.00015063012,0.000069330046,0.000053297415,0.0033333611,0.0007080233,0.000007770132,0.08417369,0.012336238,0.8823573,0.0007785911,0.0018431233,0.014188659],"study_design_scores_gemma":[0.0012894464,0.00028499254,0.00584638,0.0020686751,0.00085864984,4.8163037e-7,0.07784354,0.33522025,0.55212504,0.009716818,0.013559895,0.0011858154],"about_ca_topic_score_codex":0.009314685,"about_ca_topic_score_gemma":0.015477294,"teacher_disagreement_score":0.33023223,"about_ca_system_score_codex":0.00002863842,"about_ca_system_score_gemma":0.00001733145,"threshold_uncertainty_score":0.9972824},"labels":[],"label_agreement":null},{"id":"W6991292098","doi":"","title":"A Framework for Machine-Assisted Software Architecture Validation","year":2000,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Software architecture description; Component (thermodynamics); Reference architecture; Software architecture; Notation; Architecture; Software; Component-based software engineering; Formal methods","score_opus":0.025285894069024553,"score_gpt":0.2425172316802224,"score_spread":0.21723133761119784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991292098","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":[0.09554384,0.000046165274,0.90245456,0.001205258,0.00010891736,0.00016869792,0.00001515379,0.00044817443,0.000009249223],"genre_scores_gemma":[0.00500771,0.000015883283,0.98258865,0.000031572672,0.000018103072,7.882742e-7,0.000010500593,0.000010802955,0.012315989],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99916893,0.00006958271,0.00007498479,0.00030447255,0.00014564129,0.00023639764],"domain_scores_gemma":[0.99886006,0.00049785664,0.00006611756,0.00045061583,0.00006237258,0.00006297127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016982562,0.00013158459,0.00020089778,0.00011269628,0.00014657159,0.000022208218,0.00070108275,0.000114690876,0.00005613848],"category_scores_gemma":[0.0001725273,0.00014427621,0.00010819292,0.00026273096,0.00006176922,0.00029800186,0.0001030547,0.00014970438,0.000015164514],"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":[0.00015512212,0.000090945134,0.00031114044,0.00018649375,0.00009495345,0.000031319974,0.04895292,0.17854698,0.0015167068,0.00815099,0.00042509072,0.7615373],"study_design_scores_gemma":[0.0050592697,0.0015705944,0.020084387,0.0006880523,0.00022379107,0.000120407814,0.007610648,0.023202937,0.022847293,0.8994616,0.01616874,0.002962265],"about_ca_topic_score_codex":0.00045940696,"about_ca_topic_score_gemma":0.00011511961,"teacher_disagreement_score":0.89131063,"about_ca_system_score_codex":0.00003795043,"about_ca_system_score_gemma":0.000021480771,"threshold_uncertainty_score":0.5883413},"labels":[],"label_agreement":null},{"id":"W6991313134","doi":"","title":"Geologic Control: Studies on the Colonial Afterlife of Limestone in Montreal, Quebec Through Artifact","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical and Cultural Archaeology 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":"Colonialism; Population; Empire; British Empire; Indigenous; Modernity; Long nineteenth century; Artifact (error); Nationalism; Redevelopment","score_opus":0.03191604092039626,"score_gpt":0.2683537532031846,"score_spread":0.23643771228278834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991313134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829279,0.0005053225,1.16277924e-7,0.014829021,0.0004554852,0.000334911,0.000016308175,0.00003813375,0.0008927802],"genre_scores_gemma":[0.5881979,0.0010679474,0.000015327447,0.000042413034,0.000036762176,0.0000025845468,0.000016248385,0.0000052363816,0.41061562],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99866056,0.00031539984,0.0001726469,0.00026015737,0.00031253992,0.00027867305],"domain_scores_gemma":[0.9988895,0.00045293066,0.00029391926,0.00013449759,0.00019595194,0.000033216525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031132138,0.00017571263,0.00059372885,0.00008717018,0.0005329776,0.000003572546,0.00035375849,0.00023224927,0.000059891172],"category_scores_gemma":[0.00021759889,0.00012699438,0.00016691683,0.00030862654,0.0012312029,0.00008681913,0.000061204904,0.00024356048,0.00008063684],"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":[0.00043735208,0.00008105192,0.0015091795,0.00005588605,0.00028169932,0.000039303948,0.99044144,0.00003877782,0.00012429056,0.002987862,0.003576668,0.0004265073],"study_design_scores_gemma":[0.00046131856,0.00026482373,0.057829563,0.00014682833,0.00014655851,9.260904e-8,0.93634135,0.000003340028,0.00007295762,0.003146028,0.0014010222,0.00018610185],"about_ca_topic_score_codex":0.805283,"about_ca_topic_score_gemma":0.99140763,"teacher_disagreement_score":0.40972283,"about_ca_system_score_codex":0.00018373421,"about_ca_system_score_gemma":0.00009034919,"threshold_uncertainty_score":0.51786804},"labels":[],"label_agreement":null},{"id":"W6991357427","doi":"","title":"Germanisms in the Upper Silesian ethnolect in Poland: Commodification and Revitalization Germanismen im oberschlesischen Ethnolekt in Polen: Kommodifizierung und Revitalisierung","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Linguistic Variation and Morphology","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":"Universität Mannheim; University of Waterloo","keywords":"Commodification; German; Legislation; Polish; Politics; State (computer science); Slavic languages","score_opus":0.023163913718767835,"score_gpt":0.2883002244902804,"score_spread":0.26513631077151256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991357427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98926055,0.0004097654,0.000007790959,0.0056762397,0.00025102776,0.00074369303,0.000023514624,0.000043797885,0.0035836296],"genre_scores_gemma":[0.97737694,0.0012365943,0.00020214931,0.00013395178,0.0000648489,0.000005214673,0.00078219495,0.00002968636,0.020168424],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978508,0.0007440493,0.0002914029,0.00039769983,0.0003654964,0.00035060308],"domain_scores_gemma":[0.9990814,0.00018627022,0.00030453745,0.0002731026,0.00009542059,0.000059319274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014849809,0.00019887574,0.0003976626,0.00071180135,0.0002865558,0.00005468168,0.0004599051,0.0005225466,0.000032340413],"category_scores_gemma":[0.00016550414,0.00021431521,0.00007006417,0.0007607363,0.00017027398,0.00021011781,0.000048790804,0.0004289642,0.000017308921],"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":[0.00007132238,0.000086830354,0.012119882,0.0002101038,0.000029384366,0.0000803754,0.9530615,0.00002130615,0.000675697,0.032253955,0.0003359202,0.0010536776],"study_design_scores_gemma":[0.0010411782,0.000041299078,0.32931373,0.0005391396,0.00010159866,0.0000010848817,0.66459453,0.00024681154,0.000043907494,0.0023377256,0.0013548026,0.00038418715],"about_ca_topic_score_codex":0.23149498,"about_ca_topic_score_gemma":0.597035,"teacher_disagreement_score":0.36554,"about_ca_system_score_codex":0.0002222197,"about_ca_system_score_gemma":0.00017999862,"threshold_uncertainty_score":0.87395203},"labels":[],"label_agreement":null},{"id":"W6991501659","doi":"","title":"A Home Then, A Home Now","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Agency (philosophy); Phone; Scholarship; Citizen journalism; Plan (archaeology); Perspective (graphical); Zoning","score_opus":0.009856650958505946,"score_gpt":0.226206667574969,"score_spread":0.21635001661646305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991501659","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":[0.99168557,0.00052733556,0.000002170055,0.0013775047,0.0007326445,0.00024839118,0.000046266472,0.00009478847,0.00528533],"genre_scores_gemma":[0.16164537,0.0017790741,0.0001242314,0.000015743783,0.00012182531,0.0000011075799,0.00022770352,0.000016523858,0.8360684],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985843,0.00015600186,0.00009708712,0.0003142316,0.00054681965,0.00030159144],"domain_scores_gemma":[0.9992519,0.000049786726,0.0002490688,0.00020315187,0.00015838335,0.000087708235],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002847036,0.00017622473,0.0003508188,0.00026007232,0.0014342514,0.000031217038,0.00048364679,0.00016654591,0.0025664142],"category_scores_gemma":[0.000015481124,0.00021116933,0.00019964912,0.0003191024,0.00016951187,0.00020905875,0.000069395,0.00022812538,0.00007400251],"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":[0.000050176135,0.000044893335,0.0010976354,0.00007024541,0.000097774064,0.00002105455,0.9768444,0.0000025427087,0.000029877865,0.001585108,0.019718911,0.0004374139],"study_design_scores_gemma":[0.00038868494,0.00007348918,0.036551815,0.00005130891,0.0001656084,3.0691683e-7,0.885877,0.00000643797,0.000010842395,0.0015002997,0.07500451,0.00036970383],"about_ca_topic_score_codex":0.45239455,"about_ca_topic_score_gemma":0.8598635,"teacher_disagreement_score":0.83078307,"about_ca_system_score_codex":0.00013831788,"about_ca_system_score_gemma":0.00022338942,"threshold_uncertainty_score":0.9998658},"labels":[],"label_agreement":null},{"id":"W6991530166","doi":"","title":"How Do We Belong Here? The Evolution and Expression of Incidental Spaces of Belonging for Toronto's Chinese Diaspora","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Diaspora; Subject (documents); Expression (computer science); Character (mathematics); Immigration; Space (punctuation); Inclusion–exclusion principle; China; Inclusion (mineral)","score_opus":0.008053730908263989,"score_gpt":0.2411767054592629,"score_spread":0.2331229745509989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991530166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932789,0.00341464,0.00006480106,0.0020798757,0.00034520947,0.00052485685,0.00011941544,0.000025946712,0.00014635053],"genre_scores_gemma":[0.96255344,0.0008467108,0.00043694768,0.0000010620163,0.00006247801,0.0000016417426,0.00017273637,0.000015228526,0.03590976],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871594,0.00009642031,0.00015451167,0.00028036404,0.00058180414,0.00017098153],"domain_scores_gemma":[0.99882746,0.0001355997,0.00041360923,0.00015695159,0.0004081448,0.000058223013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048303057,0.0001712102,0.00032688948,0.00016899785,0.00039198753,0.00006904156,0.0003401226,0.00022157351,0.000049415223],"category_scores_gemma":[0.000065132415,0.00015664437,0.00019193543,0.00023786147,0.00029166846,0.0009329745,0.000045585883,0.00010608728,6.708201e-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":[0.00018959708,0.00008872334,0.020636542,0.0010407006,0.00012931584,0.0000030989165,0.94943756,0.00002371606,0.008038977,0.0188161,0.00036418083,0.0012315188],"study_design_scores_gemma":[0.0002885525,0.00004485573,0.089736484,0.0004601775,0.00017259405,2.880239e-7,0.90411574,0.000047632646,0.0008369613,0.0039990204,0.00013269868,0.0001649853],"about_ca_topic_score_codex":0.3534732,"about_ca_topic_score_gemma":0.8509129,"teacher_disagreement_score":0.49743974,"about_ca_system_score_codex":0.00022853164,"about_ca_system_score_gemma":0.00019330793,"threshold_uncertainty_score":0.6508321},"labels":[],"label_agreement":null},{"id":"W6991625118","doi":"","title":"Healthcare Experiences of South Asian Older Adults in Canada: Aging well, Engagement, and Access","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Canadian Institutes of Health Research","keywords":"Ethnic group; Immigration; Health care; Population ageing; CLARITY; Qualitative research; South asia; Older people","score_opus":0.02817790490839581,"score_gpt":0.2829824702943844,"score_spread":0.25480456538598856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991625118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958569,0.000280682,6.3579755e-8,0.0020604753,0.0007568381,0.0004631068,0.00002966843,0.000027507054,0.00052474835],"genre_scores_gemma":[0.97701967,0.00041576166,0.00003552824,0.000020802481,0.000034842727,0.0000021246656,0.00010166246,0.000011740792,0.022357883],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99829143,0.0002576887,0.00019500912,0.00035721407,0.0005289072,0.00036976003],"domain_scores_gemma":[0.9990571,0.00007011636,0.00034633774,0.0001499008,0.0002281058,0.0001484275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028967118,0.00015911793,0.00037852192,0.00023118296,0.00044558936,0.000021267762,0.0005262597,0.00015489054,0.00015463412],"category_scores_gemma":[0.000047344656,0.00018512977,0.000053856424,0.00048570088,0.0001229759,0.00027051196,0.00009203692,0.00028388124,0.0000023027371],"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":[0.00003621474,0.0000063988973,0.016104378,0.0008533099,0.000010922931,0.000023279083,0.98065513,0.0000021085327,0.0000026819341,0.00006642841,0.00034341027,0.0018957388],"study_design_scores_gemma":[0.00021248894,0.000019484813,0.11670512,0.0008380901,0.000013297775,9.003448e-8,0.8818858,0.0000070928086,0.000031350934,0.000015216722,0.00011990429,0.0001520466],"about_ca_topic_score_codex":0.9983778,"about_ca_topic_score_gemma":0.9998564,"teacher_disagreement_score":0.10060074,"about_ca_system_score_codex":0.00044359392,"about_ca_system_score_gemma":0.001529571,"threshold_uncertainty_score":0.7549373},"labels":[],"label_agreement":null},{"id":"W6991653519","doi":"","title":"A History Cast in Stone: Geochemical Chert Sourcing Using Portable X-Ray Fluorescence (PXRF) in Southern Ontario","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Statistical analysis; Range (aeronautics); Mineral; Fluorescence spectrometry; Radiocarbon dating","score_opus":0.012654825699688168,"score_gpt":0.1714997328872261,"score_spread":0.1588449071875379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991653519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99831456,0.00074841606,6.493895e-7,0.00004441792,0.00018955751,0.00012906737,0.000032475018,0.000009160322,0.0005316839],"genre_scores_gemma":[0.7692903,0.0000584688,0.0007156526,0.000015483949,0.000011819348,1.7472902e-7,0.0005412476,0.0000064139635,0.22936039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989228,0.000058747955,0.0001256222,0.0003519858,0.00022480502,0.0003159855],"domain_scores_gemma":[0.99965155,0.000023714994,0.00014545054,0.00011758414,0.000007725355,0.000053967015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016378473,0.00017189613,0.00031708943,0.00018470362,0.00017472009,0.0000020681932,0.00025106673,0.00015018541,0.0074413107],"category_scores_gemma":[0.0000045683073,0.00020462419,0.000071184426,0.00010615246,0.00020198512,0.00012244018,0.00005739073,0.00047863857,0.00003196291],"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":[0.00014702312,0.000034442448,0.6635208,0.00003790679,0.000015087649,0.00017583618,0.33319542,0.0019070668,0.0005594491,9.087614e-7,0.00004459104,0.0003614947],"study_design_scores_gemma":[0.0004072109,0.000056913603,0.6397546,0.00008447073,0.00003247105,0.0000039724323,0.35758036,0.0011014314,0.000030099249,0.000026746897,0.0006420238,0.0002797092],"about_ca_topic_score_codex":0.9095072,"about_ca_topic_score_gemma":0.980314,"teacher_disagreement_score":0.22902422,"about_ca_system_score_codex":0.00029734324,"about_ca_system_score_gemma":0.0001084946,"threshold_uncertainty_score":0.993466},"labels":[],"label_agreement":null},{"id":"W6991665456","doi":"","title":"Impact of the Horse River wildfire on the form and mobility of particulate phosphorus in a drinking water reservoir: Efficacy of dredging to manage internal phosphorus loading","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Dredging; Phosphorus; Sediment; Particulates; Nutrient; Water column; Benthic zone; Hydrology (agriculture)","score_opus":0.006791092607394172,"score_gpt":0.20638926488984177,"score_spread":0.1995981722824476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991665456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990704,0.000019249466,0.000001004896,0.00015082059,0.0000931254,0.0004910196,0.000024390805,0.0000071045824,0.0001428503],"genre_scores_gemma":[0.9964357,0.000048962134,0.000041475443,0.0000063210673,0.0000028707964,0.0000012951593,0.000024010953,0.000015213042,0.0034241774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858195,0.000096307325,0.00024791624,0.00034257927,0.0004354208,0.0002958423],"domain_scores_gemma":[0.999102,0.000067830726,0.00029163208,0.00046020315,0.000017477107,0.00006088938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039869722,0.00021197501,0.0003831648,0.00012201604,0.0001581718,0.000008482544,0.0006558867,0.00009795789,0.000105821935],"category_scores_gemma":[0.000019435984,0.00013901987,0.00025635381,0.0003127415,0.00028030976,0.00014031587,0.00063106813,0.00028240524,0.0000031860818],"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":[0.0010567332,0.0002302813,0.7660702,0.00007474565,0.00009934784,0.0000117064665,0.22377738,0.0050231162,0.0022278323,0.000016898137,0.00003628256,0.0013755066],"study_design_scores_gemma":[0.0007532655,0.00029211614,0.9577186,0.00036681397,0.00009547912,0.0000012330878,0.026381994,0.0018934786,0.01174785,0.0005291278,0.000026676707,0.00019335844],"about_ca_topic_score_codex":0.12109246,"about_ca_topic_score_gemma":0.0053132954,"teacher_disagreement_score":0.19739538,"about_ca_system_score_codex":0.00029018012,"about_ca_system_score_gemma":0.000011531918,"threshold_uncertainty_score":0.88476026},"labels":[],"label_agreement":null},{"id":"W6991686069","doi":"","title":"Improving hydrological process representation in lake and forest dominated watersheds","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Routing (electronic design automation); Watershed; Streamflow; Hydrology (agriculture); Representation (politics); Surface runoff; Hydrological modelling; Flow routing","score_opus":0.007120762829501357,"score_gpt":0.20819018501421632,"score_spread":0.20106942218471496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991686069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973692,0.000021958991,0.0000028195027,0.0005371318,0.00009718003,0.000342754,0.000010150977,0.0000330994,0.0015856748],"genre_scores_gemma":[0.9128349,0.00007680638,0.00009764825,0.000022761298,0.000005493027,0.0000039295523,0.00035173824,0.000011506376,0.08659523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880594,0.00008951212,0.00012869765,0.000489057,0.00021828659,0.00026848656],"domain_scores_gemma":[0.9995937,0.000026213997,0.0001707968,0.00015676691,0.000008820604,0.000043754288],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021429315,0.0001856774,0.00030430223,0.00016803977,0.00026887545,0.000009476627,0.00025769213,0.00017239513,0.0015298757],"category_scores_gemma":[0.000015049429,0.00019473225,0.000053842843,0.00022491523,0.00020594281,0.0002542803,0.00029902323,0.00025886155,0.000024781013],"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":[0.001567082,0.00028885299,0.6988758,0.0005031936,0.00015375674,0.00045377127,0.28176585,0.0070187845,0.0029134736,0.000058680333,0.0008783695,0.0055223964],"study_design_scores_gemma":[0.0027195418,0.00052402425,0.744887,0.00006672425,0.0002939993,0.0000064642777,0.24178016,0.0055661546,0.00077973993,0.0015598995,0.0010145063,0.00080175925],"about_ca_topic_score_codex":0.021471458,"about_ca_topic_score_gemma":0.28267828,"teacher_disagreement_score":0.2612068,"about_ca_system_score_codex":0.000065723594,"about_ca_system_score_gemma":0.0000057799866,"threshold_uncertainty_score":0.99938285},"labels":[],"label_agreement":null},{"id":"W6991725730","doi":"","title":"Incorporating Environmental Sustainability into Pavement Design and Management","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","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":"Sustainability; Climate change; Greenhouse gas; Context (archaeology); Work (physics); Environmental Sustainability Index; Natural resource; Environmental impact assessment","score_opus":0.006863518592932448,"score_gpt":0.18981241915541877,"score_spread":0.18294890056248633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991725730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968152,0.00029746434,0.0016736746,0.00006204518,0.00017095702,0.00073045405,0.000005200424,0.00007203952,0.00017296849],"genre_scores_gemma":[0.9035743,0.0012780156,0.022684705,0.000006967842,0.00002972085,0.000006967061,0.0012546685,0.00005473366,0.07110993],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99897915,0.000056546833,0.00015918107,0.00029505233,0.00031394366,0.0001961172],"domain_scores_gemma":[0.99951994,0.00001537086,0.00011955043,0.0002376536,0.000043554985,0.00006389877],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026986637,0.00022935054,0.000255421,0.00016786995,0.00015227954,0.00002006483,0.00014531231,0.00014590251,0.00014610095],"category_scores_gemma":[0.0000025150096,0.0003055178,0.0000575269,0.00010221288,0.000052399075,0.0002531095,0.00007927003,0.00014764642,0.000010412094],"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":[0.00040122704,0.00055969163,0.010731535,0.027456267,0.0023365533,0.00042157155,0.54314363,0.15416978,0.055790685,0.00089420704,0.0027201662,0.2013747],"study_design_scores_gemma":[0.0019055511,0.00027124555,0.039235234,0.0005730201,0.0006544852,0.0000019744932,0.83654624,0.0979194,0.020191291,0.0010673692,0.00048799897,0.0011461946],"about_ca_topic_score_codex":0.0006962264,"about_ca_topic_score_gemma":0.0018612437,"teacher_disagreement_score":0.2934026,"about_ca_system_score_codex":0.00050009286,"about_ca_system_score_gemma":0.000031387804,"threshold_uncertainty_score":0.9999397},"labels":[],"label_agreement":null},{"id":"W6991788321","doi":"","title":"A Hydrogen Hybrid Powertrain for the Union-Pearson Railway","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Software Engineering Methodologies","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":"Air quality index; Stock (firearms); Legislation; Train; Track (disk drive); Air pollution; Estimator","score_opus":0.017461697282491164,"score_gpt":0.23060930847469596,"score_spread":0.2131476111922048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991788321","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":[0.12258874,0.00046489306,0.873388,0.00113654,0.0012804405,0.00071979867,0.00004268218,0.00030744853,0.00007144885],"genre_scores_gemma":[0.022108968,0.00024935277,0.42890087,0.000044432476,0.00006827062,0.0000042297156,0.0002381857,0.00006854534,0.54831713],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99872786,0.00010885575,0.00011304734,0.0004636045,0.00025828244,0.00032836295],"domain_scores_gemma":[0.99796265,0.000798366,0.00022818199,0.0008018905,0.00015483474,0.000054088607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053979305,0.00025299596,0.00038130698,0.00018764209,0.00019373062,0.00003173406,0.0017268894,0.00016034608,0.000014002896],"category_scores_gemma":[0.0001436462,0.00023508359,0.0002481981,0.00020364254,0.000058409678,0.00033044931,0.0001594222,0.0002526934,0.00002975099],"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":[0.00069325016,0.0002537774,0.000111864094,0.002776298,0.0017300033,0.00018851002,0.50498396,0.09698304,0.038465735,0.020061683,0.01644508,0.3173068],"study_design_scores_gemma":[0.012444059,0.0037734988,0.008034117,0.0028696738,0.0017361036,0.00014311848,0.45070314,0.21129845,0.146678,0.05414566,0.09854248,0.009631683],"about_ca_topic_score_codex":0.0013272205,"about_ca_topic_score_gemma":0.0007301616,"teacher_disagreement_score":0.54824567,"about_ca_system_score_codex":0.00007349295,"about_ca_system_score_gemma":0.000103014376,"threshold_uncertainty_score":0.958643},"labels":[],"label_agreement":null},{"id":"W6991789491","doi":"","title":"Imaging of Thermal Propagation in Combustion of Al/CuO Core-Shell Nanothermite Film","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Energetic Materials and Combustion","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":"University of Waterloo","funders":"","keywords":"Combustion; Work (physics); Particle (ecology); Thermography; Flame spread; Thermal; Transient (computer programming); Adiabatic flame temperature","score_opus":0.007894819868793807,"score_gpt":0.18636389044290175,"score_spread":0.17846907057410794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991789491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99882746,0.000065729866,0.000029653196,0.00003363857,0.00043459178,0.00018889499,0.000032081516,0.000072799114,0.00031514696],"genre_scores_gemma":[0.9803292,0.00017535318,0.00032912803,0.000001914998,0.000013738005,7.8057127e-7,0.0004945633,0.000040865652,0.018614434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925333,0.000031876672,0.00021850968,0.00015545877,0.00019424956,0.00014654863],"domain_scores_gemma":[0.9994523,0.000019927296,0.00022225938,0.00017234091,0.00010945621,0.00002373551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014128904,0.00016083292,0.00035308002,0.00030154394,0.000025827328,0.0000055536902,0.0001653121,0.00014547874,0.000118413496],"category_scores_gemma":[0.0000072762045,0.000193849,0.000084764586,0.00017730471,0.000040733135,0.00011429389,0.00002053237,0.000105335945,0.0000081230255],"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":[0.00019209737,0.00006388546,0.0014881707,0.002361481,0.000065371714,0.00001362227,0.03671066,0.061368983,0.8920255,0.00019286075,0.00044561466,0.005071773],"study_design_scores_gemma":[0.0027222808,0.00020534077,0.14363359,0.0041081705,0.00033522426,0.0000022321183,0.09916731,0.092784315,0.65553486,0.0003400644,0.00012574068,0.0010408737],"about_ca_topic_score_codex":0.007364807,"about_ca_topic_score_gemma":0.005621145,"teacher_disagreement_score":0.23649062,"about_ca_system_score_codex":0.0000467506,"about_ca_system_score_gemma":0.000023676159,"threshold_uncertainty_score":0.9992452},"labels":[],"label_agreement":null},{"id":"W6991821901","doi":"","title":"INFORMATION THEORETIC CRITERIA FOR IMAGE QUALITY ASSESSMENT BASED ON NATURAL SCENE STATISTICS","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Image and Video Quality Assessment","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Quality (philosophy); Feature (linguistics); Metric (unit); Pattern recognition (psychology); Noise (video)","score_opus":0.018663676119456494,"score_gpt":0.32076496673245886,"score_spread":0.30210129061300234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991821901","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":[0.055818435,0.000013287465,0.93868136,0.001360478,0.001241693,0.0009238137,0.0004765827,0.0001348101,0.0013495366],"genre_scores_gemma":[0.11144566,0.000023610059,0.846411,0.000528278,0.00007070881,0.0000043396717,0.0063212775,0.00003011057,0.035165045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99805796,0.00020053047,0.0003463154,0.00032785832,0.0006937994,0.00037354633],"domain_scores_gemma":[0.9975836,0.0003080118,0.00061494304,0.00064342364,0.00074870803,0.000101278485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010700126,0.0003015198,0.00044847082,0.00041969187,0.00028856334,0.00019735005,0.0008798048,0.00021493706,0.00007766765],"category_scores_gemma":[0.00006327511,0.00033468902,0.00019464022,0.00021604996,0.00008890913,0.0011560579,0.000081468155,0.00030766582,0.000026826807],"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":[0.00301615,0.0015334827,0.00015828984,0.012190424,0.0005001408,0.00012133147,0.25608674,0.00029155108,0.0089524165,0.48839298,0.039216947,0.18953955],"study_design_scores_gemma":[0.0106367115,0.0029205538,0.05425458,0.0015567832,0.0005892587,0.0000050815324,0.21243152,0.66895187,0.020334404,0.019971209,0.0046026907,0.0037453217],"about_ca_topic_score_codex":0.0033172404,"about_ca_topic_score_gemma":0.0019743084,"teacher_disagreement_score":0.66866034,"about_ca_system_score_codex":0.0002443187,"about_ca_system_score_gemma":0.00034008353,"threshold_uncertainty_score":0.99991053},"labels":[],"label_agreement":null},{"id":"W6991893129","doi":"","title":"Invariance Properties and Performance Evaluation of Bit Decoding Algorithms","year":2004,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Advanced Wireless Communication 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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Decoding methods; Binary number; Bitwise operation; Additive white Gaussian noise; Bit (key); Probability density function; Channel (broadcasting); Block code; Series (stratigraphy); Function (biology)","score_opus":0.03449624724616864,"score_gpt":0.20932077122559728,"score_spread":0.17482452397942863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991893129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99512804,0.0003399296,0.004010209,0.00012256853,0.000017092185,0.00013945776,0.000002061763,0.00010791047,0.00013275401],"genre_scores_gemma":[0.96232855,0.00071279414,0.03662504,0.0000019446568,0.000003186685,6.569642e-7,0.0000021423386,0.000007922973,0.00031773138],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996104,0.00001727899,0.00006869948,0.00007797883,0.00014275774,0.00008284378],"domain_scores_gemma":[0.9996102,0.0000070989518,0.00004704254,0.00019668997,0.00011661359,0.00002239839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016814197,0.000065858585,0.00011443122,0.00008939053,0.00005925858,0.000003647094,0.00015084908,0.000041691364,0.00000936914],"category_scores_gemma":[0.0000074067607,0.000075751035,0.000016950125,0.00010570628,0.00009728642,0.00034934017,0.000060205064,0.000065284905,0.0000021726014],"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":[0.0000691647,0.00009443196,0.0040953457,0.0007706125,0.00013072882,0.0000023395235,0.11880393,0.27880114,0.2764195,0.0015270782,0.00005608412,0.31922966],"study_design_scores_gemma":[0.0015759008,0.00015320977,0.0132311415,0.00061015895,0.000078757286,0.000005829634,0.016094267,0.3842546,0.5826153,0.0009313434,0.00008528081,0.00036419398],"about_ca_topic_score_codex":0.0008871052,"about_ca_topic_score_gemma":0.0004726378,"teacher_disagreement_score":0.31886548,"about_ca_system_score_codex":0.000073434516,"about_ca_system_score_gemma":0.000017368746,"threshold_uncertainty_score":0.30890375},"labels":[],"label_agreement":null},{"id":"W6991995005","doi":"","title":"Investigating drivers of microplastic pollution in urban settings","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Impervious surface; Stormwater; Microplastics; Surface water; Land use; Pollution; Work (physics); Land cover","score_opus":0.009375958661968822,"score_gpt":0.1870401804759421,"score_spread":0.17766422181397326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991995005","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":[0.981856,0.00012863104,0.000011171637,0.000904253,0.0006913087,0.000825164,0.0012497745,0.0012033087,0.013130401],"genre_scores_gemma":[0.018070964,0.000040561583,0.002864097,0.000013762583,0.00008186181,2.3450461e-7,0.0000828436,0.00090670254,0.97793895],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9983229,0.00013775204,0.0001919651,0.00050113455,0.00040585457,0.00044039878],"domain_scores_gemma":[0.9985699,0.000056789766,0.0007848362,0.00039434046,0.00006810669,0.0001260469],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025925497,0.00033731878,0.00066628837,0.0017188498,0.00006443132,0.0000076185015,0.00048215914,0.00043020447,0.0004657933],"category_scores_gemma":[0.00008897142,0.0004504437,0.0001672466,0.0009855808,0.00064503896,0.00015145724,0.00026755803,0.00033439114,0.0010921893],"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":[0.000034845074,0.00007562785,0.016905142,0.0007127459,0.00021842205,0.00006406884,0.079539895,0.0002065819,0.031942215,0.00014986408,0.86996704,0.0001835533],"study_design_scores_gemma":[0.018063564,0.001045348,0.06768311,0.030961817,0.0021664514,0.000029402167,0.5948058,0.0032785342,0.008361979,0.00043114793,0.26706275,0.006110134],"about_ca_topic_score_codex":0.17823152,"about_ca_topic_score_gemma":0.20533489,"teacher_disagreement_score":0.9648086,"about_ca_system_score_codex":0.0003200355,"about_ca_system_score_gemma":0.0001233202,"threshold_uncertainty_score":0.9997947},"labels":[],"label_agreement":null},{"id":"W6991997846","doi":"","title":"Investigation of the Electronic Structure and Magnetic Properties of CeO2-X","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Access Control and Trust","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":"Annealing (glass); Delocalized electron; Magnetic circular dichroism; Unpaired electron; Magnetic moment; Grain size; Fermi level; Spins; Electron; Paramagnetism","score_opus":0.010988198837585074,"score_gpt":0.19342094899150009,"score_spread":0.18243275015391502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991997846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982589,0.00038886265,1.1963289e-7,0.00081813376,0.00011338465,0.00022014754,0.000014224005,0.00001333037,0.00017288813],"genre_scores_gemma":[0.89113617,0.0001843157,0.0000108136155,0.000003594829,0.000014804052,1.503239e-7,0.000016166969,0.000006218508,0.10862775],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993031,0.00009204996,0.00008033908,0.0001268084,0.00025789713,0.00013980937],"domain_scores_gemma":[0.9994476,0.000016893011,0.00024585417,0.00011262583,0.00014848098,0.000028537741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010266757,0.00008332243,0.00020140066,0.000087629036,0.00020149877,0.000008466745,0.00028186044,0.0001617751,0.00004837903],"category_scores_gemma":[0.000026487489,0.0000687558,0.00006213793,0.00022249851,0.00038399067,0.00011537672,0.000036321526,0.00012615765,0.0000010693342],"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":[0.0001453591,0.000012801625,0.018774033,0.00091647083,0.00012765132,0.0000012282131,0.918795,0.00001418608,0.05009604,0.006569367,0.00024090506,0.0043069823],"study_design_scores_gemma":[0.00068933296,0.00015962373,0.28217518,0.0005270967,0.00040138533,2.5472963e-7,0.6865078,0.000062062645,0.022308571,0.0066334354,0.0002629829,0.00027225434],"about_ca_topic_score_codex":0.121200256,"about_ca_topic_score_gemma":0.35877585,"teacher_disagreement_score":0.26340115,"about_ca_system_score_codex":0.000027467688,"about_ca_system_score_gemma":0.0002275922,"threshold_uncertainty_score":0.8846517},"labels":[],"label_agreement":null},{"id":"W6992015105","doi":"","title":"Intensifying Toronto","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning 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":"Plan (archaeology); Urban planning; Government (linguistics); Population growth; Population; Zoning; Land use; Boundary (topology); Metropolitan area; Smart growth","score_opus":0.01407827673771354,"score_gpt":0.23463407263071362,"score_spread":0.2205557958930001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992015105","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":[0.91696966,0.00060052227,0.000004686315,0.0013095764,0.0009541687,0.00012987097,0.000038234586,0.00008818647,0.07990507],"genre_scores_gemma":[0.09059466,0.0005261635,0.00018336948,0.000013712678,0.000107838474,9.186027e-8,0.000041158662,0.000010724218,0.9085223],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99908763,0.000059032966,0.0000647323,0.00022301573,0.0003186332,0.00024697153],"domain_scores_gemma":[0.99930966,0.000044364133,0.00021871341,0.00016183629,0.00017882168,0.0000865901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000165346,0.000117952026,0.00022656583,0.0000399308,0.00040195134,0.000015874044,0.00035559104,0.00025212826,0.0006869717],"category_scores_gemma":[0.000049645136,0.00012487931,0.000111803005,0.000057133206,0.00012048456,0.00028154478,0.000023107246,0.00010164145,0.000103634644],"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":[0.00014092853,0.000027060698,0.0014963547,0.00008281891,0.000083876876,0.000036161702,0.9252284,2.9165736e-7,0.0010325577,0.0027400719,0.05741521,0.011716252],"study_design_scores_gemma":[0.00034270226,0.000049373975,0.006866553,0.000635443,0.00008311856,3.2020256e-7,0.854713,0.0000027787746,0.00023371154,0.00022003126,0.13650122,0.00035171874],"about_ca_topic_score_codex":0.61530346,"about_ca_topic_score_gemma":0.80511534,"teacher_disagreement_score":0.8286172,"about_ca_system_score_codex":0.00022576647,"about_ca_system_score_gemma":0.00015319143,"threshold_uncertainty_score":0.7521858},"labels":[],"label_agreement":null},{"id":"W6992120295","doi":"","title":"Knowledge On Tap: Measuring Sustainability Impacts of Ontario Craft Brewers","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pituitary Gland 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":"Craft; Sustainability; Production (economics); Unemployment; Product (mathematics); Environmental impact assessment; Indigenous; Corporate social responsibility","score_opus":0.01577568704931651,"score_gpt":0.23776259910642888,"score_spread":0.22198691205711238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992120295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951982,0.00015945756,3.4934294e-7,0.00024543432,0.0002459627,0.00063423545,0.00003299713,0.00005866191,0.0034247066],"genre_scores_gemma":[0.5852011,0.000047132176,0.000039361887,0.0000034724953,0.000011901338,7.3100875e-7,0.00048392182,0.000021510617,0.41419092],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987749,0.000036364036,0.00016432746,0.00038141132,0.0003277514,0.00031526838],"domain_scores_gemma":[0.9987593,0.000041361884,0.00020900604,0.0004058113,0.00040357208,0.00018090429],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001264187,0.00028092795,0.0006792462,0.00040649786,0.000117178395,0.0000053288227,0.0001576403,0.00027637428,0.00017958597],"category_scores_gemma":[0.000049732073,0.0002825297,0.00033412187,0.00022476606,0.00007437646,0.0000941546,0.00004199701,0.0002644965,0.00005552322],"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":[0.0069031813,0.0033265576,0.35530928,0.0065517155,0.002173967,0.0013378148,0.6094619,0.000031640535,0.0008968804,0.000093362214,0.004933629,0.008980104],"study_design_scores_gemma":[0.0043439544,0.0011864675,0.8324889,0.0008874854,0.0010755324,0.000005030071,0.1578037,0.000010405789,0.0009764185,0.00026009505,0.0006339899,0.00032799703],"about_ca_topic_score_codex":0.57010984,"about_ca_topic_score_gemma":0.8245509,"teacher_disagreement_score":0.47717965,"about_ca_system_score_codex":0.00091585255,"about_ca_system_score_gemma":0.0012617547,"threshold_uncertainty_score":0.9999627},"labels":[],"label_agreement":null},{"id":"W6992166424","doi":"","title":"Large Data-to-Text Generation","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Video Analysis and Summarization","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":"Blackberry (Canada)","funders":"","keywords":"Correctness; Pipeline (software); Relation (database); Fidelity; Real world data; Precision and recall; Heuristics","score_opus":0.03101533223371428,"score_gpt":0.23532477415622444,"score_spread":0.20430944192251016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992166424","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":[0.94076455,0.000111213005,0.05347215,0.0027283418,0.0015677776,0.000415917,0.00017713671,0.0003336835,0.00042925507],"genre_scores_gemma":[0.050861422,0.00015014442,0.011224519,0.00008462668,0.0001550614,5.583026e-7,0.012763355,0.00003385863,0.9247264],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985294,0.00006918808,0.0001409968,0.0006337494,0.00039621518,0.0002304969],"domain_scores_gemma":[0.99836135,0.000018586346,0.0001963287,0.0011168051,0.00020957258,0.00009736968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003215508,0.00016624999,0.00030473474,0.00045988505,0.00024965065,0.00009152819,0.0016902843,0.0001852978,0.000075473814],"category_scores_gemma":[0.000027222597,0.00019636356,0.00010133362,0.0007573956,0.000010242276,0.0006533287,0.0004001793,0.00012428877,0.00050916226],"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":[0.00008076349,0.00035661634,0.00082952605,0.0004458887,0.0007998112,0.00017936803,0.47956222,0.0022927166,0.027242169,0.014966745,0.4138528,0.059391346],"study_design_scores_gemma":[0.0014454327,0.00028835892,0.020095838,0.00033373162,0.00062436616,0.0000021653261,0.124309085,0.81437945,0.0025846616,0.0005472122,0.033607725,0.0017819762],"about_ca_topic_score_codex":0.008255516,"about_ca_topic_score_gemma":0.15930027,"teacher_disagreement_score":0.9242972,"about_ca_system_score_codex":0.000042272975,"about_ca_system_score_gemma":0.00009356586,"threshold_uncertainty_score":0.9983486},"labels":[],"label_agreement":null},{"id":"W6992182618","doi":"","title":"Landscape Connectivity Analysis for Conservation Planning in Southern Ontario","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wildlife-Road Interactions and Conservation","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":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Landscape connectivity; Land-use planning; Biodiversity conservation; Prioritization; Land use; Natural resource; Landscape planning; Resource (disambiguation); Strategic planning; Natural resource management","score_opus":0.016200452849713744,"score_gpt":0.2150746745212957,"score_spread":0.19887422167158195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992182618","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":[0.99861574,0.0000040659115,0.00006106488,0.0003352437,0.00013759648,0.00026808085,0.000043255975,0.000035410143,0.0004995137],"genre_scores_gemma":[0.4837565,0.0000033986394,0.00040277088,0.000024806508,0.000011060561,0.000003324619,0.0013552278,0.000015993583,0.5144269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914664,0.000037010268,0.00013657587,0.00032963647,0.00017594622,0.00017416816],"domain_scores_gemma":[0.9994112,0.0000916224,0.00024754176,0.00017691359,0.00003498125,0.000037691814],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018850279,0.00014558807,0.0003030364,0.0003114386,0.00014404143,0.000018008535,0.00016681029,0.00018038308,0.0011401519],"category_scores_gemma":[0.000019304101,0.00017780297,0.00018056687,0.0005497799,0.000033126304,0.00021901744,0.00003435213,0.00015819204,0.000106333966],"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":[0.00025632084,0.000052052314,0.83148104,0.00003295415,0.00019663412,0.0000066557204,0.16015814,0.004633938,0.00050637865,0.000008068667,0.002278133,0.00038966344],"study_design_scores_gemma":[0.00041948518,0.000048386533,0.81643784,0.00005814566,0.00029671672,2.2360496e-7,0.17606597,0.0058101,0.000041691364,0.000081699254,0.0005461987,0.00019357816],"about_ca_topic_score_codex":0.8412354,"about_ca_topic_score_gemma":0.9901641,"teacher_disagreement_score":0.51485926,"about_ca_system_score_codex":0.0002521735,"about_ca_system_score_gemma":0.00004462476,"threshold_uncertainty_score":0.99977297},"labels":[],"label_agreement":null},{"id":"W6992208000","doi":"","title":"La représentation de la honte dans certaines cultures minoritaires autochtones","year":2008,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Cultural environment; Social impact","score_opus":0.019424830746476527,"score_gpt":0.31699188396197653,"score_spread":0.2975670532155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992208000","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":[0.9855139,0.0009787021,0.00006200995,0.0016486322,0.0009301574,0.0006254641,0.000108675864,0.00016428171,0.009968125],"genre_scores_gemma":[0.37938538,0.0025653949,0.0013021909,0.0000791981,0.00030248764,0.0000031692186,0.00077137136,0.0000509106,0.6155399],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99595565,0.0020784182,0.00033529167,0.0005700148,0.0004379136,0.00062268774],"domain_scores_gemma":[0.9975995,0.0006345196,0.000687255,0.0003579911,0.00048287245,0.00023787691],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00046366575,0.00045560495,0.0007501629,0.00027325779,0.0020345976,0.000030174262,0.00047462774,0.0016315994,0.0002297714],"category_scores_gemma":[0.00016238556,0.00052741414,0.00039901084,0.00028722238,0.00078768184,0.00039660343,0.00010577673,0.0010322263,0.0001215454],"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":[0.00018805637,0.00015556371,0.05677645,0.0013145665,0.00021985352,0.00027544418,0.92551196,0.000043915665,0.0022595264,0.0012638754,0.010851878,0.0011389398],"study_design_scores_gemma":[0.0008567221,0.00007616865,0.12256816,0.00094731693,0.00038250088,0.000010974648,0.86988693,0.00010091555,0.00046186388,0.00045189672,0.0038044786,0.00045205004],"about_ca_topic_score_codex":0.63762385,"about_ca_topic_score_gemma":0.33666313,"teacher_disagreement_score":0.6061286,"about_ca_system_score_codex":0.00032323966,"about_ca_system_score_gemma":0.00051817944,"threshold_uncertainty_score":0.9997177},"labels":[],"label_agreement":null},{"id":"W6992331714","doi":"","title":"Legacy Forest Harvesting Impacts on Phosphorus Transport Dynamics in Hardwood Dominated Canadian Shield Catchments: Evaluating Changing Source Availability and Source Channel Connectivity","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Water quality; Biogeochemical cycle; Watershed; Phosphorus; Hydrology (agriculture); Channel (broadcasting); Aquatic ecosystem; STREAMS; Threatened species; Nutrient","score_opus":0.010918953910427444,"score_gpt":0.2100262497018381,"score_spread":0.19910729579141068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992331714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982347,0.000016060081,0.000018733721,0.00033265605,0.00024249827,0.00061764807,0.0000740967,0.00008487129,0.00037874893],"genre_scores_gemma":[0.9570139,0.000036737063,0.00008465765,0.000025016521,0.0000146948805,0.0000028320253,0.00079842936,0.000055058645,0.041968685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756503,0.0001078204,0.00025042595,0.00079982064,0.00045581817,0.0008210771],"domain_scores_gemma":[0.99887854,0.000117638505,0.00028999004,0.00033967983,0.000036758353,0.0003374047],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082358945,0.00041819247,0.0005271772,0.00049236126,0.00048006096,0.000057868205,0.00036479675,0.0003813333,0.000036046407],"category_scores_gemma":[0.00009155834,0.00050222303,0.00012459337,0.00068004534,0.0001721207,0.00057683594,0.00010524353,0.00051356264,0.000046066878],"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":[0.00038379888,0.00013387945,0.8042441,0.0002990169,0.00006750592,0.0001009907,0.17573343,0.009537701,0.00008116117,0.000012261459,0.00003095745,0.009375194],"study_design_scores_gemma":[0.0017933227,0.00034149608,0.5529194,0.00078798895,0.00016176482,0.000004971284,0.31698507,0.12565824,0.00019534271,0.00026588334,0.000031415257,0.0008550945],"about_ca_topic_score_codex":0.91532946,"about_ca_topic_score_gemma":0.96499795,"teacher_disagreement_score":0.25132468,"about_ca_system_score_codex":0.0015674472,"about_ca_system_score_gemma":0.000097054886,"threshold_uncertainty_score":0.9997429},"labels":[],"label_agreement":null},{"id":"W6992412051","doi":"","title":"Laying the Foundation: How Municipalities can Utilize Existing Tools to Boost Housing Supply","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Regional Municipality of Waterloo","funders":"University of Waterloo","keywords":"Corporation; Government (linguistics); Psychological intervention; Public housing; Subdivision; Local government","score_opus":0.06605463074537862,"score_gpt":0.25022641411190283,"score_spread":0.1841717833665242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992412051","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":[0.7702632,0.00042138624,0.00006889915,0.032740634,0.0023319896,0.004394248,0.0054896446,0.0071707605,0.17711923],"genre_scores_gemma":[0.016713787,0.000056080975,0.0017312216,0.00006749862,0.0002482008,0.0000018931629,0.00021163958,0.0013163978,0.9796533],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99742234,0.00026989164,0.00015475736,0.0006683887,0.00070663786,0.0007779996],"domain_scores_gemma":[0.9978073,0.00025797644,0.00049144425,0.0010885362,0.00016336088,0.00019135146],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00056249835,0.0005158857,0.0006870728,0.00078404084,0.0007407925,0.00027586904,0.0011805794,0.0003098381,0.0016243036],"category_scores_gemma":[0.000165843,0.0005311902,0.00024448536,0.00082587905,0.00049773493,0.00032890812,0.00079618633,0.0004116538,0.0015885271],"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":[0.00016576561,0.00006515669,0.003577136,0.0005691017,0.0008969903,0.00034191317,0.37825805,0.00022563034,0.0013952594,0.0021188546,0.60501033,0.007375779],"study_design_scores_gemma":[0.00070190174,0.000072254814,0.0011290158,0.0013776368,0.00030760028,0.000007861842,0.5862674,0.00010206496,0.000070713104,0.000041605308,0.4091011,0.000820825],"about_ca_topic_score_codex":0.4887017,"about_ca_topic_score_gemma":0.7099388,"teacher_disagreement_score":0.80253404,"about_ca_system_score_codex":0.00045777328,"about_ca_system_score_gemma":0.00016098646,"threshold_uncertainty_score":0.99971396},"labels":[],"label_agreement":null},{"id":"W6992514343","doi":"","title":"Lessons Learned from Tobacco Control: A Multilevel Analysis of School Characteristics and Adolescent Physical Activity","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Multilevel model; Physical activity; Physical education; Psychological intervention; Physical activity level; Multilevel modelling; Adolescent health; Health promotion; Public health","score_opus":0.030097718627797962,"score_gpt":0.285981907737627,"score_spread":0.255884189109829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992514343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99793464,0.000021198226,0.000052123854,0.00052563875,0.00008254815,0.00040230132,0.0008515917,0.000043924832,0.00008605575],"genre_scores_gemma":[0.9820723,0.00009338034,0.00018035469,0.00002099361,0.000097784316,4.6267135e-7,0.0009380127,0.000032652675,0.016564054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823254,0.00009836278,0.00016804867,0.00062661065,0.0005547855,0.00031963526],"domain_scores_gemma":[0.998024,0.00018680668,0.00058697094,0.0005130454,0.00037562958,0.00031353172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012551127,0.00037722557,0.0018266405,0.0005497399,0.00010284637,0.00001463503,0.00020839783,0.00038487994,0.000094089344],"category_scores_gemma":[0.00008505498,0.00041563238,0.000582027,0.00042250284,0.00019841145,0.00017776823,0.000094963034,0.0006618372,0.000016772907],"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":[0.010558782,0.033462558,0.59672725,0.0023351626,0.017674396,0.00028984493,0.03708643,0.000032722848,0.2117303,0.00027904785,0.00040290228,0.08942059],"study_design_scores_gemma":[0.002072161,0.00021009613,0.97397304,0.00032702854,0.009226711,3.353485e-7,0.007132325,0.0024743525,0.0041939653,0.00005356879,0.000022570192,0.00031387812],"about_ca_topic_score_codex":0.021433106,"about_ca_topic_score_gemma":0.010165498,"teacher_disagreement_score":0.37724575,"about_ca_system_score_codex":0.00014684473,"about_ca_system_score_gemma":0.00011925585,"threshold_uncertainty_score":0.99982953},"labels":[],"label_agreement":null},{"id":"W6992525316","doi":"","title":"A Lightweight Type System with Uniqueness and Typestates for the Java Cryptography API","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Cryptography; Initialization; Plaintext; Cryptographic primitive; Encryption; Cipher; Java","score_opus":0.01177153851982872,"score_gpt":0.19867350028096742,"score_spread":0.1869019617611387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992525316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8702437,0.0041886177,0.10691489,0.0025224905,0.005641987,0.0056642075,0.000043513788,0.0020209525,0.002759603],"genre_scores_gemma":[0.7630114,0.00046448136,0.0087909,0.000018765824,0.0001326239,0.00001309851,0.00023102449,0.00008387671,0.22725385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990236,0.000050805702,0.00009672053,0.00038143102,0.00021056274,0.0002368829],"domain_scores_gemma":[0.9988831,0.00011717533,0.00022484275,0.00039925927,0.0003103894,0.00006519313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021456684,0.00020167432,0.00030774885,0.0002042973,0.00033138506,0.000099193756,0.00068176683,0.000168372,0.0000022747363],"category_scores_gemma":[0.0000049606333,0.00014203752,0.00009155788,0.00049066945,0.00008040025,0.00017271278,0.00007384841,0.000113167065,0.000017606355],"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":[0.000647734,0.00010143607,0.0022638477,0.005490902,0.0012772116,0.00017533406,0.29752496,0.00005653409,0.0004326871,0.6697218,0.0050468454,0.01726073],"study_design_scores_gemma":[0.0050175902,0.0041366327,0.020504262,0.0014690973,0.0016988036,0.000105921776,0.8838904,0.016984195,0.003324065,0.012754954,0.046723388,0.0033907269],"about_ca_topic_score_codex":0.012640165,"about_ca_topic_score_gemma":0.019913714,"teacher_disagreement_score":0.6569668,"about_ca_system_score_codex":0.000025896667,"about_ca_system_score_gemma":0.000086858665,"threshold_uncertainty_score":0.9979703},"labels":[],"label_agreement":null},{"id":"W6992594759","doi":"","title":"Low-Rank Plus Sparse Decompositions of Large-Scale Matrices via Semidefinite Optimization","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Optimization Algorithms Research","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":"Blackberry (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tridiagonal matrix; Symmetric matrix; Bounded function; Positive-definite matrix; Semidefinite programming; Matrix (chemical analysis); Relaxation (psychology); Coefficient matrix; Matrix decomposition","score_opus":0.020282673383910165,"score_gpt":0.28144910201349327,"score_spread":0.2611664286295831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992594759","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":[0.7243053,0.00023159929,0.26815027,0.0005904046,0.0008380017,0.00222035,0.0012120744,0.00070929114,0.0017427352],"genre_scores_gemma":[0.0028009014,0.0015893187,0.54595906,0.000009731627,0.00006449528,0.000005483265,0.005173648,0.00020629751,0.44419104],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99799603,0.00011990703,0.00036914664,0.00044632997,0.00066713407,0.00040147462],"domain_scores_gemma":[0.9975699,0.0002927387,0.00070773694,0.00050965266,0.00078334956,0.00013659983],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027320208,0.00031033874,0.00069627934,0.0008878001,0.0002832971,0.000021417587,0.00050942076,0.0004112579,0.0006927835],"category_scores_gemma":[0.000085410844,0.0003882785,0.00025589555,0.0009811762,0.00010207789,0.00033957593,0.00014093559,0.00034170615,0.00009385956],"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":[0.0010984141,0.0011961182,0.00012336795,0.00710759,0.00085201743,0.0001468436,0.22848102,0.747413,0.0033917741,0.0013514824,0.007090423,0.0017479856],"study_design_scores_gemma":[0.0048736962,0.0003457163,0.0003942134,0.0022009485,0.001015169,0.000010650783,0.28956538,0.68581456,0.008662206,0.00546748,0.00017135937,0.0014786073],"about_ca_topic_score_codex":0.0017955259,"about_ca_topic_score_gemma":0.011207256,"teacher_disagreement_score":0.7215044,"about_ca_system_score_codex":0.00017141685,"about_ca_system_score_gemma":0.00016088635,"threshold_uncertainty_score":0.9998569},"labels":[],"label_agreement":null},{"id":"W6992642975","doi":"","title":"Medication Review in Cognitive Impairment and Dementia: Comparison of Instruments","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pharmaceutical Practices and Patient 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":"Beers Criteria; Checklist; Dementia; Polypharmacy; Cognitive impairment; Logistic regression; Wilcoxon signed-rank test; Medical prescription; Cognition","score_opus":0.07112571220827768,"score_gpt":0.36382951217215104,"score_spread":0.29270379996387336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992642975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945933,0.003012408,5.9508994e-7,0.0012195583,0.00012538179,0.0007174613,0.00001980525,0.000012388794,0.00029909197],"genre_scores_gemma":[0.95450217,0.022253677,0.00013698409,0.00008205478,0.000008687425,0.000001380376,0.0011985842,0.000014375353,0.021802086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991022,0.000058217243,0.00021788565,0.00018905997,0.0003114993,0.00012114428],"domain_scores_gemma":[0.99925756,0.00007528106,0.00039152917,0.00009479214,0.00009795143,0.000082910396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020411238,0.000119833756,0.0005315979,0.00019058236,0.000032220447,0.0000019014187,0.00006705307,0.000114773844,0.00018942372],"category_scores_gemma":[0.00005110631,0.00012353675,0.00007217796,0.0001724964,0.000056488443,0.00009541189,0.000039798688,0.00021960487,0.0000137165425],"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":[0.0024335543,0.001291415,0.78579295,0.03807329,0.0014751031,0.00005451602,0.10047338,7.8176487e-7,0.00076450343,0.000036333207,0.0031710998,0.06643309],"study_design_scores_gemma":[0.0060874615,0.0010187487,0.7592941,0.026944505,0.004527585,0.0000031173458,0.19902496,0.00054854463,0.0014725497,0.000042309195,0.0007174016,0.00031874003],"about_ca_topic_score_codex":0.004663046,"about_ca_topic_score_gemma":0.0045327293,"teacher_disagreement_score":0.09855157,"about_ca_system_score_codex":0.000036170186,"about_ca_system_score_gemma":0.00005770152,"threshold_uncertainty_score":0.7049162},"labels":[],"label_agreement":null},{"id":"W6992694790","doi":"","title":"Long-Term Renewable Energy Generation Planning for Off-grid Remote Communities","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hybrid Renewable Energy Systems","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":"Renewable energy; Software deployment; Electricity; Electricity generation; Energy planning; Grid; Population; Baseline (sea)","score_opus":0.0311854860156957,"score_gpt":0.23859966199831711,"score_spread":0.2074141759826214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992694790","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":[0.9858865,0.0021621247,0.0007296145,0.000094618525,0.0028487402,0.0003546715,0.00015254902,0.00024555295,0.007525627],"genre_scores_gemma":[0.08424839,0.00041963827,0.0018881337,0.000024062869,0.00089017756,0.0000035053815,0.020843968,0.00015661283,0.8915255],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.99776876,0.00026080312,0.00037326902,0.0004921586,0.00054144947,0.00056353275],"domain_scores_gemma":[0.9974268,0.00008617235,0.00070718065,0.0008651829,0.0007011956,0.0002134388],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003740506,0.00053555216,0.0009212272,0.0005764148,0.00051599526,0.00007634681,0.00082286575,0.00066136447,0.00016873101],"category_scores_gemma":[0.000024092655,0.00065265055,0.00032679533,0.00023939094,0.000104046965,0.0003837348,0.000107100124,0.00022781402,0.00001874999],"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":[0.0018944022,0.00027409664,0.000803423,0.0022222744,0.0019230358,0.0002635848,0.21678022,0.56982076,0.030657345,0.0008376587,0.13473155,0.039791692],"study_design_scores_gemma":[0.010719943,0.0016578332,0.001497947,0.005313945,0.0021810848,0.00009412687,0.56194806,0.12250679,0.079414316,0.0014174534,0.20763743,0.0056110662],"about_ca_topic_score_codex":0.72324616,"about_ca_topic_score_gemma":0.84967226,"teacher_disagreement_score":0.9016381,"about_ca_system_score_codex":0.00035006693,"about_ca_system_score_gemma":0.0003270889,"threshold_uncertainty_score":0.9995925},"labels":[],"label_agreement":null},{"id":"W6992808120","doi":"","title":"A Multi-Proxy Study of Holocene Atmospheric Circulation Dynamics Recorded in Lake Sediments in Fennoscandia","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Vetenskapsrådet","keywords":"Holocene; Atmospheric circulation; Precipitation; Context (archaeology); Vegetation (pathology); Paleoclimatology; Transect; Radiocarbon dating; Atmospheric dynamics","score_opus":0.012043503924455282,"score_gpt":0.21993665022329756,"score_spread":0.20789314629884229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992808120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987425,0.0000854574,7.2036755e-7,0.000057496156,0.00014608623,0.0005996766,0.00003727957,0.0000105016325,0.0003202772],"genre_scores_gemma":[0.98787504,0.00006693213,0.00050696207,0.0000036573251,0.000003912345,3.030566e-7,0.0012632281,0.0000033289004,0.01027666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871373,0.00023444847,0.00020239063,0.00033750467,0.00020368166,0.0003082618],"domain_scores_gemma":[0.9994152,0.000055459404,0.00022429139,0.00018373864,0.00006625195,0.000055019824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029317394,0.00016517898,0.00045487573,0.00021293202,0.00007306565,0.000004709807,0.00028678094,0.00035890212,0.00027667437],"category_scores_gemma":[0.000015862013,0.00019026757,0.000052954656,0.00050407887,0.0000685997,0.00013210103,0.000011684708,0.0003483842,0.000022784823],"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":[0.00048519147,0.00027992128,0.97066355,0.00007964166,0.000035138673,0.0001112818,0.024834342,0.0016751039,0.0000029128016,8.276171e-7,0.000004963458,0.0018271125],"study_design_scores_gemma":[0.0016926856,0.0003046073,0.9228672,0.00005399239,0.00002982715,0.0000018992507,0.05976379,0.015120225,0.0000023092264,0.000021392148,0.0000012833731,0.00014081101],"about_ca_topic_score_codex":0.08888523,"about_ca_topic_score_gemma":0.97656053,"teacher_disagreement_score":0.8876753,"about_ca_system_score_codex":0.000009852994,"about_ca_system_score_gemma":0.00007250089,"threshold_uncertainty_score":0.91718197},"labels":[],"label_agreement":null},{"id":"W6992834543","doi":"","title":"Modeling and State Estimation of Bio-processes using Dynamic Flux Balances","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microbial Metabolic Engineering and Bioproduction","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; Mitacs; Sanofi","keywords":"Process (computing); Work (physics); Context (archaeology); Limiting; Proteogenomics","score_opus":0.007070327637135808,"score_gpt":0.20996471356635568,"score_spread":0.20289438592921988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992834543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99822944,0.0005397246,0.0009035174,0.00002103886,0.00016985183,0.000078656856,0.000038671857,0.000014772537,0.0000043196037],"genre_scores_gemma":[0.9594419,0.0013090566,0.0030072907,7.586028e-7,0.000020681406,1.2795246e-7,0.0009766672,0.000018912995,0.03522462],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995141,0.000011464447,0.00008664841,0.00021997018,0.00007112087,0.0000967208],"domain_scores_gemma":[0.99961984,0.0000012727517,0.000106172454,0.00011425355,0.00013581621,0.000022669883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006607502,0.0001141189,0.00017805549,0.00011227731,0.00005065937,0.0000060806115,0.00008100697,0.0001328376,0.000003048342],"category_scores_gemma":[0.000018677343,0.00013135617,0.000038429353,0.00011489939,0.000031984826,0.000008140964,0.00002680618,0.000051393723,0.0000010716465],"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":[0.00006658507,0.000010733553,0.000016335338,0.00094184367,0.000058462727,6.920015e-7,0.0043301145,0.058489066,0.9340221,9.2133854e-7,0.000019957979,0.0020431574],"study_design_scores_gemma":[0.000727337,0.00023451526,0.00080203393,0.0008643929,0.00036222013,0.000008615764,0.041536126,0.29808348,0.656528,0.00010062679,0.00007945344,0.00067320047],"about_ca_topic_score_codex":0.0038927102,"about_ca_topic_score_gemma":0.0051060617,"teacher_disagreement_score":0.27749413,"about_ca_system_score_codex":0.000007578092,"about_ca_system_score_gemma":0.000048804435,"threshold_uncertainty_score":0.58846396},"labels":[],"label_agreement":null},{"id":"W6992885437","doi":"","title":"Monitoring Oil Reservoir Deformations by Measuring Ground Surface Movements","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Reservoir Engineering and Simulation Methods","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 Waterloo","keywords":"Deformation (meteorology); Limiting; Long-term prediction; Displacement (psychology); Work (physics)","score_opus":0.016122157380926247,"score_gpt":0.22216211168093994,"score_spread":0.2060399543000137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992885437","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":[0.9959923,0.00038189674,0.00044289176,0.000028811835,0.0011458982,0.00009272806,0.00003937804,0.0003289988,0.0015471185],"genre_scores_gemma":[0.42392007,0.0011382052,0.024859114,0.0000018177244,0.00013363764,0.0000016222224,0.0007513591,0.00016241717,0.5490318],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99873275,0.000041041938,0.00021991176,0.0002397258,0.00042354778,0.0003430532],"domain_scores_gemma":[0.9990969,0.000054690245,0.0001169408,0.00042165953,0.00016735736,0.00014248739],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026137516,0.0003110997,0.0003790015,0.00022191662,0.00021286002,0.000049764214,0.00046067315,0.00045087739,0.00007909434],"category_scores_gemma":[0.000023685121,0.000401036,0.00014934748,0.00024574233,0.000025638641,0.0004671673,0.00004082327,0.0006408064,0.0000331762],"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":[0.000042007316,0.000035581725,0.00073961547,0.0013548473,0.00025827557,0.000008254544,0.035388205,0.86085105,0.09759389,0.000011142016,0.00073533243,0.002981787],"study_design_scores_gemma":[0.0061391303,0.00019233648,0.020967733,0.0034780155,0.00062552275,0.000007621688,0.21545342,0.42949542,0.299527,0.0003249623,0.018864607,0.0049242163],"about_ca_topic_score_codex":0.005417754,"about_ca_topic_score_gemma":0.002511647,"teacher_disagreement_score":0.5720722,"about_ca_system_score_codex":0.00014211111,"about_ca_system_score_gemma":0.000025498557,"threshold_uncertainty_score":0.99984413},"labels":[],"label_agreement":null},{"id":"W6992894608","doi":"","title":"Modelling effects of stormwater best management practices on urban stormwater runoff phosphorus","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Stormwater Management Solutions","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; University of Waterloo","keywords":"Stormwater; Bioretention; Surface runoff; Low-impact development; Urban runoff; Eutrophication; Water quality; Hydrology (agriculture)","score_opus":0.010809248875487561,"score_gpt":0.20057652789034108,"score_spread":0.18976727901485352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992894608","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":[0.9858394,0.00029667138,0.000087481996,0.00021975192,0.0010367697,0.0009433136,0.000028448363,0.00010369194,0.0114444215],"genre_scores_gemma":[0.30283237,0.00039373618,0.0018721203,0.000017379658,0.000036539095,0.0000053026743,0.00024431827,0.00007191958,0.6945263],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973477,0.0000841774,0.0002962929,0.00087188947,0.0008723876,0.0005275412],"domain_scores_gemma":[0.9983439,0.00005091859,0.0007104186,0.0007234594,0.00003495205,0.00013637483],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023126544,0.00050476193,0.0005378695,0.00042969288,0.0002486473,0.000044961565,0.0008022503,0.0002919528,0.00073787884],"category_scores_gemma":[0.0000058250403,0.00052124885,0.0003183909,0.00035366308,0.00020005555,0.0005603167,0.00040926752,0.00041852632,0.0020731397],"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":[0.0026661663,0.0036090543,0.006428135,0.014836583,0.0049484414,0.0017952148,0.6768732,0.07837329,0.013001812,0.002168166,0.18707722,0.008222675],"study_design_scores_gemma":[0.009579209,0.0060079005,0.023053419,0.012127999,0.020157354,0.000016364236,0.45140204,0.046583246,0.06632108,0.0025021713,0.35289958,0.009349619],"about_ca_topic_score_codex":0.04810651,"about_ca_topic_score_gemma":0.006829123,"teacher_disagreement_score":0.6830819,"about_ca_system_score_codex":0.0004913321,"about_ca_system_score_gemma":0.000015134345,"threshold_uncertainty_score":0.9997239},"labels":[],"label_agreement":null},{"id":"W6992929275","doi":"","title":"A Multifunctional MEMS Pressure and Temperature Sensor for Harsh Environment Applications","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Sensor Technologies 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; CMC Microsystems","keywords":"Microelectromechanical systems; Pressure sensor; Temperature measurement; Capacitance; Combustion; Thermal; Pressure measurement; Compression (physics); Current (fluid); Response time","score_opus":0.007929122555278468,"score_gpt":0.19635600281789964,"score_spread":0.18842688026262117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992929275","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":[0.9944038,0.0013448646,0.0006729762,0.00026339415,0.00012467468,0.0021118862,0.00054687524,0.00038562942,0.00014590667],"genre_scores_gemma":[0.05091392,0.0020263356,0.028277691,0.0000046341934,0.000077870485,0.000071483046,0.0018458399,0.00011148032,0.91667074],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923146,0.0000071577397,0.00007931605,0.00028912097,0.00017342133,0.00021953513],"domain_scores_gemma":[0.99949217,0.000044701548,0.000052790274,0.00027301544,0.00007571972,0.000061614206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027154096,0.0001947276,0.00023899924,0.00016992098,0.0001475669,0.000016312124,0.00020239233,0.00040575437,0.00012337089],"category_scores_gemma":[0.00000793791,0.00022734434,0.00007208084,0.00006872975,0.000087750326,0.00012828402,0.000037267742,0.00030444373,0.00003263498],"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":[0.00021030717,0.00011383977,0.000102571066,0.0035991624,0.0009915332,0.000008995325,0.016518038,0.022217935,0.9195386,0.0004136065,0.012538921,0.023746459],"study_design_scores_gemma":[0.0052322885,0.0005419042,0.011447962,0.0004964016,0.0012919348,0.00001996607,0.36846206,0.04994675,0.1368521,0.0013976938,0.42113996,0.0031710055],"about_ca_topic_score_codex":0.00038154534,"about_ca_topic_score_gemma":0.000541204,"teacher_disagreement_score":0.94348985,"about_ca_system_score_codex":0.000051668078,"about_ca_system_score_gemma":0.0000100006955,"threshold_uncertainty_score":0.9270833},"labels":[],"label_agreement":null},{"id":"W6992986460","doi":"","title":"Nala: In Search of a Way","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Tamil; Hinduism; Compromise; Mirroring; Statue; Pilgrimage; Spanish Civil War; State (computer science)","score_opus":0.014630063086890577,"score_gpt":0.20127479546596322,"score_spread":0.18664473237907264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992986460","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":[0.9668568,0.00034227117,4.9288538e-8,0.0003353003,0.00032063836,0.00013051089,0.000075817086,0.000023717737,0.03191491],"genre_scores_gemma":[0.34491163,0.00002316347,0.000017121074,0.0000032169619,0.00005325271,1.5076346e-7,0.00019529022,0.000011749355,0.6547844],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993184,0.000024149456,0.00010161962,0.00019880266,0.00020319874,0.00015380561],"domain_scores_gemma":[0.9996118,0.000010954832,0.00007507612,0.00014051264,0.00012546776,0.00003620034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000665553,0.00013871204,0.0003071573,0.00029238622,0.00006902411,0.000019376279,0.00020679932,0.00014344607,0.0025507684],"category_scores_gemma":[0.0000028975212,0.00013618362,0.00015296978,0.00007539365,0.000104321065,0.00008845758,0.00002665862,0.0002585815,0.00015404094],"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":[0.00008919915,0.00004227219,0.00013003299,0.0009740328,0.00007414238,0.000041377334,0.981782,0.0000032470844,0.0002807415,0.011650156,0.0043210653,0.00061172486],"study_design_scores_gemma":[0.00028027754,0.000071605114,0.0014897917,0.0005564513,0.00009352594,5.456683e-7,0.9917673,0.000014971121,0.00029109325,0.00031738772,0.004961429,0.00015562173],"about_ca_topic_score_codex":0.040233444,"about_ca_topic_score_gemma":0.3035756,"teacher_disagreement_score":0.6228695,"about_ca_system_score_codex":0.00002498041,"about_ca_system_score_gemma":0.00004854632,"threshold_uncertainty_score":0.99836105},"labels":[],"label_agreement":null},{"id":"W6993003267","doi":"","title":"Near-Term Quantum Algorithms for Classical Sampling","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Computing Algorithms and Architecture","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":"University of Waterloo","funders":"","keywords":"Quantum algorithm; Markov chain Monte Carlo; Sampling (signal processing); Markov chain; Quantum phase estimation algorithm; Quantum; Quantum computer; Scaling; Quantum state","score_opus":0.024167908489620988,"score_gpt":0.24947823451063944,"score_spread":0.22531032602101844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993003267","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":[0.94463414,0.00008541245,0.05024481,0.0016780589,0.0022243431,0.00047884457,0.00006150457,0.00055298896,0.000039888284],"genre_scores_gemma":[0.02193725,0.00013055619,0.50340396,0.00007655058,0.00069911144,0.0000052202354,0.0014121305,0.00020413884,0.47213104],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980648,0.000051109477,0.00019645285,0.0007713797,0.00039283384,0.0005234084],"domain_scores_gemma":[0.99853677,0.00020989424,0.00030662504,0.000584533,0.00020703109,0.00015515198],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024177771,0.0003354231,0.00054282387,0.00027705394,0.00056348916,0.00014720907,0.0014731556,0.00035193015,0.000009855335],"category_scores_gemma":[0.00002715559,0.00037209006,0.00038366017,0.0004171862,0.00009199772,0.00018473568,0.00026168715,0.00041233213,0.000056899305],"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":[0.0003734543,0.00044349476,0.00018572384,0.0025148375,0.0007798859,0.00033378584,0.43473166,0.0076445863,0.0040905457,0.014638142,0.012812999,0.5214509],"study_design_scores_gemma":[0.001100547,0.0004504654,0.0049562305,0.0005800633,0.00011333726,0.000010107413,0.014915588,0.9692941,0.0003552257,0.004237311,0.0030900699,0.000897003],"about_ca_topic_score_codex":0.0025836297,"about_ca_topic_score_gemma":0.002535885,"teacher_disagreement_score":0.9616495,"about_ca_system_score_codex":0.00005442137,"about_ca_system_score_gemma":0.00019413033,"threshold_uncertainty_score":0.9998731},"labels":[],"label_agreement":null},{"id":"W6993053818","doi":"","title":"Novelty Detection for SilGeo Hardware Assurance","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Physical Unclonable Functions (PUFs) and Hardware Security","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":false,"ca_institutions":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Counterfeit; Software deployment; Novelty; Process (computing); False positives and false negatives; Constant false alarm rate; Novelty detection; False alarm; Range (aeronautics)","score_opus":0.012259783146692769,"score_gpt":0.20805172840109273,"score_spread":0.19579194525439997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993053818","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":[0.90545523,0.0001598129,0.08126521,0.0017818325,0.0065140016,0.0016269826,0.00047733,0.0014445402,0.0012750792],"genre_scores_gemma":[0.18394701,0.00016424476,0.009012246,0.000045354856,0.0003352836,0.000012577777,0.0011109407,0.00008143925,0.80529094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983196,0.000045453926,0.00015586884,0.0006987744,0.0003838687,0.00039640136],"domain_scores_gemma":[0.9983498,0.0001414761,0.00028414687,0.00061008264,0.000490714,0.00012377971],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001697608,0.0002893129,0.0004640127,0.00032274713,0.0004813212,0.00006891885,0.0009913736,0.00031644182,0.000025388814],"category_scores_gemma":[0.000055521974,0.00034873618,0.00038571443,0.0006919977,0.000050930466,0.0006390277,0.00013281505,0.00029418795,0.00017284854],"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":[0.0027838005,0.002063503,0.00037354522,0.010273445,0.0024220508,0.000265654,0.36312866,0.001909093,0.090495534,0.0413252,0.10036488,0.38459462],"study_design_scores_gemma":[0.016627876,0.0054623694,0.113840565,0.004206753,0.00238123,0.00003650141,0.23981075,0.14028247,0.15102519,0.07429042,0.24082977,0.011206089],"about_ca_topic_score_codex":0.010660067,"about_ca_topic_score_gemma":0.07451576,"teacher_disagreement_score":0.8040158,"about_ca_system_score_codex":0.00011980359,"about_ca_system_score_gemma":0.00016770068,"threshold_uncertainty_score":0.99989647},"labels":[],"label_agreement":null},{"id":"W6993059339","doi":"","title":"Numerosity and Cognitive Complexity of a Medium as Moderators of Medium Effect on Effort","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cognitive and developmental aspects of mathematical skills","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 Waterloo","keywords":"Numerosity adaptation effect; Cognition; Relation (database); Cognitive systems; Incentive; Numerical cognition","score_opus":0.01724880098421759,"score_gpt":0.25379915935987435,"score_spread":0.23655035837565674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993059339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958849,0.000021274598,0.000022696351,0.0001081948,0.00013480267,0.00069194764,0.00015194753,0.00003009343,0.0029541447],"genre_scores_gemma":[0.9823369,0.000020295058,0.0020199863,0.0000115017165,0.000018799657,0.000001129846,0.00024671855,0.000033282944,0.015311427],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983856,0.00007955592,0.00029690075,0.00037947536,0.0006175068,0.00024095645],"domain_scores_gemma":[0.99781,0.0008010338,0.000596041,0.00022030814,0.00041879012,0.0001537911],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035135887,0.00036566172,0.001128022,0.00024131112,0.000118791206,0.000008640889,0.0002531498,0.00040685866,0.0003913655],"category_scores_gemma":[0.0003534802,0.00034957752,0.000224147,0.00014449273,0.00053110014,0.00011458567,0.00013200582,0.0004214729,0.000025296908],"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":[0.020194521,0.008482789,0.016094208,0.0531742,0.0073449947,0.00042716664,0.69693464,8.6237236e-7,0.123944655,0.052382346,0.0033715076,0.01764814],"study_design_scores_gemma":[0.0045530894,0.0026530707,0.0617522,0.0053143073,0.001705082,0.000010403342,0.06861011,0.000034315595,0.7358487,0.11850294,0.000010715505,0.0010050385],"about_ca_topic_score_codex":0.0029454369,"about_ca_topic_score_gemma":0.010277343,"teacher_disagreement_score":0.6283245,"about_ca_system_score_codex":0.000030752133,"about_ca_system_score_gemma":0.000105620384,"threshold_uncertainty_score":0.99989563},"labels":[],"label_agreement":null},{"id":"W6993067698","doi":"","title":"No Honour in Death: Analyzing the Debaucherous Death of Empress Valeria Messalina","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Classical Antiquity 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":"University of Waterloo","funders":"","keywords":"Honour; Emperor; Narrative; Certainty; Extant taxon; Power (physics); Reading (process)","score_opus":0.024791302749935965,"score_gpt":0.27172647101737796,"score_spread":0.246935168267442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993067698","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":[0.9840978,0.00072891853,0.0000026632868,0.0027724132,0.0004864166,0.00027875934,0.000027031556,0.000045904973,0.011560093],"genre_scores_gemma":[0.46853188,0.0010396083,0.00017269593,0.000006774965,0.00007867957,7.2827277e-7,0.000035551573,0.000017634744,0.53011644],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99850917,0.00021880794,0.00017692157,0.00034515548,0.0004202097,0.0003297541],"domain_scores_gemma":[0.99902415,0.00019173605,0.00023753766,0.00023228955,0.00025101771,0.00006324969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048737729,0.00020318908,0.0005158617,0.00021901792,0.00036332489,0.00003627369,0.000676385,0.0002912723,0.00012949771],"category_scores_gemma":[0.000116144,0.00018329425,0.0002544626,0.0004028415,0.00026533176,0.0001555195,0.0001561836,0.00035687195,0.000044094293],"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":[0.00023758733,0.00017151836,0.01393993,0.00073647156,0.00048591997,0.00008405414,0.9658237,0.000026256443,0.001432293,0.011173741,0.003479878,0.002408669],"study_design_scores_gemma":[0.00055290735,0.00013214124,0.06084507,0.0012367442,0.00071035215,4.6263156e-7,0.91797656,0.00014386194,0.0005771088,0.0033166567,0.013910862,0.0005972717],"about_ca_topic_score_codex":0.27620307,"about_ca_topic_score_gemma":0.64491814,"teacher_disagreement_score":0.51855636,"about_ca_system_score_codex":0.00014972394,"about_ca_system_score_gemma":0.00017882505,"threshold_uncertainty_score":0.7474523},"labels":[],"label_agreement":null},{"id":"W6993159323","doi":"","title":"Nanocellulose-based systems for the removal of perfluoroalkyl compounds from water","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Per- and polyfluoroalkyl substances research","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":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Adsorption; Methyl orange; Environmental remediation; Cellulose; Water treatment; Bisphenol A; Contamination","score_opus":0.014923733792279825,"score_gpt":0.21359073857648866,"score_spread":0.19866700478420884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993159323","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":[0.9879187,0.008733526,0.000051501363,0.00034773082,0.00047132323,0.00051075773,0.00029298387,0.000018841838,0.0016546733],"genre_scores_gemma":[0.48152608,0.00060394406,0.0008263372,0.000013872137,0.00006390515,0.0000035622438,0.002158903,0.0000386962,0.51476467],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819547,0.000117206735,0.00019275614,0.00044449052,0.0006576758,0.00039240508],"domain_scores_gemma":[0.9989185,0.00017432739,0.00018688773,0.000536764,0.000086711414,0.00009681398],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002613266,0.00024721588,0.00047195482,0.00007278325,0.0003308978,0.000034645585,0.0008127703,0.0002760221,0.002244192],"category_scores_gemma":[0.000008887469,0.00018978622,0.00029939023,0.00015256579,0.00030185562,0.00013580926,0.00011148462,0.00022851971,0.00008106229],"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":[0.0017067938,0.000334673,0.0035259612,0.00096409663,0.0004774192,0.00017033926,0.12819451,0.0022137642,0.8230643,0.0000513434,0.013537727,0.025759026],"study_design_scores_gemma":[0.0040059327,0.0005137497,0.012114401,0.0007534695,0.00081027974,0.000011905544,0.34704876,0.020986015,0.41511393,0.00012603642,0.19715294,0.0013625711],"about_ca_topic_score_codex":0.14820497,"about_ca_topic_score_gemma":0.054911997,"teacher_disagreement_score":0.51311004,"about_ca_system_score_codex":0.00015616049,"about_ca_system_score_gemma":0.000063585314,"threshold_uncertainty_score":0.9986679},"labels":[],"label_agreement":null},{"id":"W6993169363","doi":"","title":"“Not a Question of Trust, but of Proof”: Malcolm Hay, A Chain of Error in Scottish History, and the History Wars of 1920s Scotland","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Scottish History and National Identity","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":"Regional Municipality of Waterloo","funders":"","keywords":"Historiography; Sectarianism; Newspaper; Protestantism; Comparative historical research; Social history (medicine); Interim","score_opus":0.020884430423217974,"score_gpt":0.20209290591113488,"score_spread":0.1812084754879169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993169363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898729,0.005199781,6.071291e-7,0.00012702445,0.00091116683,0.00042526523,0.00013288243,0.000010538392,0.0033198586],"genre_scores_gemma":[0.6179141,0.00015082058,0.00004572294,0.0000050602407,0.000029966583,0.0000014963944,0.0000956656,0.000015258618,0.3817419],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998713,0.00015317027,0.0003649231,0.00025211304,0.00039866817,0.0001181257],"domain_scores_gemma":[0.9985084,0.00007900591,0.0008059057,0.00020567045,0.0003685627,0.000032443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005509611,0.00017819779,0.00066192326,0.0006913934,0.000058638223,0.000004282803,0.0002681203,0.00016641134,0.0005081174],"category_scores_gemma":[0.000045625962,0.0001789772,0.00021073174,0.00006452344,0.0012256083,0.00023415106,0.000048365895,0.00021601675,0.0000019275346],"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":[0.0029668247,0.00035373349,0.00055419165,0.0071219853,0.00032869607,0.000021291591,0.8958666,0.000020676016,0.0042444295,0.07375252,0.014272497,0.00049658335],"study_design_scores_gemma":[0.01528782,0.002117241,0.034093514,0.014236506,0.0039612,0.000015663329,0.82747906,0.0015895824,0.010716626,0.0076339496,0.08087867,0.0019901842],"about_ca_topic_score_codex":0.14267516,"about_ca_topic_score_gemma":0.3120055,"teacher_disagreement_score":0.37842205,"about_ca_system_score_codex":0.00034154102,"about_ca_system_score_gemma":0.0002848418,"threshold_uncertainty_score":0.86303383},"labels":[],"label_agreement":null},{"id":"W6993256513","doi":"","title":"A Novel Multi-band CO-OFDM based Long Reach Passive Optical Network Architecture","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Optical Network 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":"University of Waterloo","keywords":"Nucleofection; Proteogenomics; Gestational period; Diafiltration; Hyporeflexia; Fusible alloy; TSG101; Liquation; Articular cartilage damage","score_opus":0.010996366424865575,"score_gpt":0.20764195249248418,"score_spread":0.19664558606761862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993256513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98377365,0.00037706995,0.008462073,0.00058045477,0.0008503087,0.00073312595,0.00012577466,0.0011656977,0.0039318446],"genre_scores_gemma":[0.5291914,0.00040521924,0.23503076,0.000031191666,0.0005023625,0.000007529763,0.0029100836,0.00037454342,0.23154695],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99848145,0.000019473859,0.00015998105,0.00044237694,0.00030004722,0.0005966587],"domain_scores_gemma":[0.9987273,0.00010325131,0.00016477374,0.0007488713,0.00010909432,0.00014666819],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000094941024,0.0004474238,0.0006652341,0.00022183686,0.00027332446,0.00005500616,0.0008601116,0.00096918584,0.000084952],"category_scores_gemma":[0.00004923991,0.00050608243,0.00024378239,0.00014420549,0.00026911107,0.00013022884,0.000048387225,0.0009586146,0.00004265606],"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":[0.0022735104,0.0011434837,0.0047976305,0.007802689,0.0038444598,0.002336267,0.050492384,0.62477523,0.048179843,0.0024694647,0.04717836,0.2047067],"study_design_scores_gemma":[0.027940065,0.0024193753,0.22908495,0.015049166,0.005556658,0.00012214361,0.1141158,0.48822024,0.07742928,0.0016784018,0.022671167,0.015712738],"about_ca_topic_score_codex":0.0011632717,"about_ca_topic_score_gemma":0.020222694,"teacher_disagreement_score":0.45458227,"about_ca_system_score_codex":0.00011713573,"about_ca_system_score_gemma":0.0000550912,"threshold_uncertainty_score":0.99973905},"labels":[],"label_agreement":null},{"id":"W6995307002","doi":"","title":"ULTRA","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Art, Technology, and Culture","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Painting; Meaning (existential); Metaphor; Lexicon; Kitsch; Exhibition; Style (visual arts); Point (geometry); Nothing","score_opus":0.010301295403347028,"score_gpt":0.18045103561567197,"score_spread":0.17014974021232493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995307002","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":[0.8486497,0.00025623018,6.592101e-7,0.000608633,0.00048015392,0.00015201964,0.0001408576,0.00019898437,0.14951281],"genre_scores_gemma":[0.065150216,0.00006808763,0.00005313122,0.00001524489,0.00013286326,2.1920916e-7,0.0012826866,0.000017460907,0.9332801],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999346,0.000014380241,0.000079851096,0.00022275462,0.00014476065,0.00019223584],"domain_scores_gemma":[0.99945605,0.000007206385,0.00016202425,0.00020625208,0.00013652626,0.000031957243],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031972046,0.00018187007,0.0002711869,0.00014326829,0.0003618596,0.000025727395,0.0003042722,0.00028220986,0.0021124003],"category_scores_gemma":[0.000002535251,0.00018856251,0.00015921616,0.000021295085,0.00021754003,0.00014696897,0.0000147413175,0.00024214321,0.00017112734],"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":[0.00006708773,0.00010416027,0.00006443056,0.00023975394,0.00014781882,0.000040509713,0.72484833,0.0000026930948,0.0012102443,0.034717143,0.23674689,0.0018109442],"study_design_scores_gemma":[0.0002657891,0.00007329383,0.00033400045,0.0000863993,0.00015899379,8.860846e-7,0.6575922,0.0000025751856,0.00079389015,0.0010673279,0.33934188,0.00028276173],"about_ca_topic_score_codex":0.06626133,"about_ca_topic_score_gemma":0.6203472,"teacher_disagreement_score":0.7837673,"about_ca_system_score_codex":0.000026741422,"about_ca_system_score_gemma":0.000024163584,"threshold_uncertainty_score":0.9987998},"labels":[],"label_agreement":null},{"id":"W6995345765","doi":"","title":"On Common Grounds","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Typology; Renting; Commodification; Downtown; Apartment; Public housing; Work (physics)","score_opus":0.014292853116247619,"score_gpt":0.265124745001529,"score_spread":0.2508318918852814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995345765","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":[0.8895327,0.00008144451,7.852402e-7,0.00092464103,0.0004172148,0.00023690503,0.000037040358,0.000060539645,0.10870876],"genre_scores_gemma":[0.27726796,0.00013581956,0.000044733923,0.000028291852,0.0000343378,6.145897e-7,0.00024510437,0.000013685915,0.7222295],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99856573,0.00034872326,0.00007793395,0.0002526624,0.0004959499,0.00025901294],"domain_scores_gemma":[0.999193,0.0001165856,0.00020927373,0.00017944232,0.00022942522,0.00007228088],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027952442,0.00014723612,0.00029595627,0.000279924,0.0015122839,0.00003761683,0.0003924017,0.00017263019,0.0031029517],"category_scores_gemma":[0.00004585182,0.00019149334,0.00012136821,0.00051485107,0.00018722485,0.00020421803,0.000046738092,0.00028946047,0.000026615066],"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":[0.0003177028,0.0001233179,0.00030734786,0.00008482192,0.00007494279,0.00009854519,0.927375,0.000032403375,0.000033234603,0.063138254,0.0063575297,0.002056888],"study_design_scores_gemma":[0.00023269244,0.00018409063,0.0015558808,0.000045946283,0.00004986767,7.19216e-8,0.9433055,0.0000057042466,0.000022188118,0.0024860718,0.051907532,0.00020447973],"about_ca_topic_score_codex":0.17019197,"about_ca_topic_score_gemma":0.48982754,"teacher_disagreement_score":0.6135207,"about_ca_system_score_codex":0.00036993428,"about_ca_system_score_gemma":0.00047347296,"threshold_uncertainty_score":0.9997876},"labels":[],"label_agreement":null},{"id":"W6995352112","doi":"","title":"The Wilderness","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Landscape and Cultural 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":"Wilderness; Meaning (existential); Premise; Context (archaeology); Woodland; Civilization; The Imaginary","score_opus":0.011953893398045562,"score_gpt":0.1792513547239355,"score_spread":0.16729746132588993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995352112","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":[0.929482,0.0011229528,4.803489e-8,0.0023267383,0.00057701493,0.00013728395,0.000017911141,0.00005006441,0.06628598],"genre_scores_gemma":[0.059526473,0.0006179895,0.000004398287,0.000021163343,0.00013751836,1.5632776e-7,0.00012390135,0.0000065958097,0.9395618],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99949074,0.000016537027,0.000059782575,0.00012979993,0.00015156005,0.00015155945],"domain_scores_gemma":[0.9995828,0.000017378488,0.00011641951,0.00012389211,0.00013525214,0.000024237701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039348295,0.00012975997,0.0001852063,0.000027487458,0.0010349432,0.00006316242,0.0002543981,0.00006332492,0.000387638],"category_scores_gemma":[0.000002312436,0.00008438688,0.0001258785,0.000018651739,0.00011592057,0.000108276334,0.000019667375,0.00011040368,0.00009171475],"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":[0.00011376346,0.000031417847,0.000028334423,0.00006907585,0.00018157666,0.000011300138,0.8513646,5.996776e-7,0.00003422181,0.020351935,0.10477733,0.02303583],"study_design_scores_gemma":[0.00015703094,0.00005107467,0.0011040092,0.00005480932,0.000092806,2.490909e-7,0.6495976,0.0000018347073,0.000040112904,0.0005926328,0.34816745,0.00014040616],"about_ca_topic_score_codex":0.021082941,"about_ca_topic_score_gemma":0.56623226,"teacher_disagreement_score":0.8732758,"about_ca_system_score_codex":0.000014898784,"about_ca_system_score_gemma":0.000014153232,"threshold_uncertainty_score":0.9854357},"labels":[],"label_agreement":null},{"id":"W6995388534","doi":"","title":"Ab Condita","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coral and Marine Ecosystems 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":"Foundation (evidence); Narrative; Negotiation; Joint (building); Indigenous; Face (sociological concept)","score_opus":0.005998344819235348,"score_gpt":0.17490298021849232,"score_spread":0.16890463539925699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995388534","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":[0.9718214,0.000027940167,0.0000020928112,0.00025240146,0.00034333134,0.00014026907,0.000011545165,0.00003533617,0.027365673],"genre_scores_gemma":[0.24141724,0.000053038704,0.000121920784,0.0000086927785,0.000022234506,2.4123665e-7,0.0001269758,0.00000959791,0.75824004],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992507,0.000024838459,0.00007658511,0.0002675527,0.00020167879,0.00017860906],"domain_scores_gemma":[0.99954677,0.000015768159,0.00015834166,0.00020253364,0.000016871747,0.000059747308],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007214172,0.00015597336,0.00029010975,0.00004763494,0.00016029143,0.0000065314466,0.00027927168,0.00012346082,0.0028485279],"category_scores_gemma":[0.0000064067526,0.00016466553,0.000109821194,0.00008566139,0.000076075354,0.00009934675,0.00018106504,0.00010966754,0.0012722573],"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":[0.00055228156,0.00035238618,0.103201486,0.0014705419,0.0005443852,0.0001524925,0.20304301,0.0000760299,0.014134209,0.00084854045,0.62245876,0.053165898],"study_design_scores_gemma":[0.001577583,0.00047612717,0.6056619,0.00032092084,0.00045903318,0.000005990064,0.17521495,0.000250155,0.0013802322,0.0007862866,0.21244931,0.001417502],"about_ca_topic_score_codex":0.09917965,"about_ca_topic_score_gemma":0.29120255,"teacher_disagreement_score":0.73087436,"about_ca_system_score_codex":0.00006688964,"about_ca_system_score_gemma":0.000007173624,"threshold_uncertainty_score":0.99950534},"labels":[],"label_agreement":null},{"id":"W6995433343","doi":"","title":"Henrik Latrope","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Architecture, Modernity, and Design","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":"University of Waterloo","funders":"","keywords":"Soul; HERO; Righteousness; State (computer science); Architecture; Mental state","score_opus":0.009573197961178018,"score_gpt":0.18479000512008867,"score_spread":0.17521680715891064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995433343","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":[0.9871829,0.00026881022,0.00056669547,0.000033229262,0.00058310915,0.00015908299,0.000032996955,0.00028000126,0.010893154],"genre_scores_gemma":[0.28547937,0.0003110775,0.00593163,0.000012551439,0.0002472803,3.9968074e-7,0.0005856185,0.000107178275,0.7073249],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992359,0.000021878534,0.00008310425,0.00021724844,0.00019543343,0.00024638104],"domain_scores_gemma":[0.9994655,0.000014650822,0.000060930954,0.00028853447,0.000081067126,0.00008926526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000053374268,0.00023381018,0.00031276618,0.00021230288,0.00012513831,0.0000127772755,0.0003172105,0.0002880594,0.00043393223],"category_scores_gemma":[0.0000038844983,0.00027705613,0.00014747435,0.000096709315,0.00006089855,0.00010400019,0.000029089917,0.00025176548,0.00029031048],"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":[0.0007845453,0.00016877723,0.00077188597,0.0040444043,0.0013610887,0.00025959895,0.7683171,0.0053016227,0.025878781,0.00037556785,0.14900286,0.04373377],"study_design_scores_gemma":[0.009768673,0.0025327236,0.06460592,0.0033404788,0.0036970638,0.00006757628,0.55406696,0.050502416,0.08095968,0.014471813,0.20438741,0.011599309],"about_ca_topic_score_codex":0.0038538876,"about_ca_topic_score_gemma":0.026224548,"teacher_disagreement_score":0.70170355,"about_ca_system_score_codex":0.00004828494,"about_ca_system_score_gemma":0.000028710847,"threshold_uncertainty_score":0.9999682},"labels":[],"label_agreement":null},{"id":"W6995454945","doi":"","title":"On Yonge Street","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Public Spaces through Art","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":"Casual; Placemaking; Value (mathematics); Urban design; Object (grammar); Legibility; Diversity (politics); Urban structure","score_opus":0.011785000693705217,"score_gpt":0.2426220464610804,"score_spread":0.23083704576737518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995454945","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":[0.9238349,0.000024495544,7.808443e-7,0.002061648,0.0010716909,0.00023524695,0.0000380248,0.000104870574,0.07262834],"genre_scores_gemma":[0.18205075,0.00012009518,0.0003763667,0.00002840698,0.00012837035,3.2217875e-7,0.00025685425,0.000021599782,0.81701726],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998457,0.00010710679,0.00008299229,0.00035373544,0.00062094146,0.0003782286],"domain_scores_gemma":[0.9989332,0.00008194063,0.00024715788,0.00035592576,0.00020206603,0.00017973],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029679335,0.00019200315,0.00031311714,0.00026465332,0.0005642393,0.000038754257,0.00075544254,0.0006239967,0.0020621647],"category_scores_gemma":[0.00009447705,0.00023829262,0.000168791,0.00026694092,0.0002892187,0.000325663,0.00004324308,0.00048367682,0.00031345696],"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":[0.0001802685,0.0001905355,0.0010175674,0.00008927648,0.00012667327,0.000046643265,0.9025989,0.0000036465417,0.0006075736,0.04379389,0.044903822,0.0064411927],"study_design_scores_gemma":[0.00051769573,0.00013457978,0.004191273,0.00012346175,0.00009720054,1.5697921e-7,0.86980444,0.0000068556965,0.00039075213,0.0014394694,0.12284,0.00045411082],"about_ca_topic_score_codex":0.22349107,"about_ca_topic_score_gemma":0.92580223,"teacher_disagreement_score":0.7443889,"about_ca_system_score_codex":0.00012019441,"about_ca_system_score_gemma":0.00031446957,"threshold_uncertainty_score":0.9988501},"labels":[],"label_agreement":null},{"id":"W6995510545","doi":"","title":"A pattern language of Celtic traditional music and dance for social, economic, and ecological regeneration","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mental Health Research Topics","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":"Modernity; Modernization theory; Dance; Vernacular; Lifeworld; Opposition (politics); Vision; Globalization; Diaspora","score_opus":0.0888998670188702,"score_gpt":0.32203576026329317,"score_spread":0.23313589324442296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995510545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997972,0.000108744476,0.0000064954334,0.00071023795,0.0002450333,0.00041745784,0.00037694204,0.000014142779,0.00014893305],"genre_scores_gemma":[0.7362368,0.00016261585,0.00039385926,0.00003565818,0.00016698078,0.00000971316,0.0022826593,0.00002759933,0.26068413],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993304,0.00006963616,0.0001063849,0.0002458955,0.00008590524,0.00016177035],"domain_scores_gemma":[0.9995661,0.00010367484,0.00015769397,0.000084541105,0.000033797478,0.000054234122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015529408,0.00009428788,0.00024098219,0.0001229447,0.00013619872,0.0000064012593,0.000091238464,0.00020865047,0.0004018216],"category_scores_gemma":[0.0000063471825,0.000112502494,0.000048938902,0.000031265845,0.00009686198,0.000051604893,0.000022883036,0.00011237788,0.000012993376],"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":[0.0013826332,0.0004614909,0.0029987833,0.0058770278,0.00043201353,0.000092213435,0.82558346,0.000006146621,0.0067524877,0.0085878335,0.036726028,0.111099906],"study_design_scores_gemma":[0.003472745,0.0010804812,0.51829237,0.00016821218,0.00015334495,0.0000061362225,0.47314012,0.0007634928,0.00077278464,0.0013313828,0.00041152595,0.0004073818],"about_ca_topic_score_codex":0.010104213,"about_ca_topic_score_gemma":0.06613679,"teacher_disagreement_score":0.5152936,"about_ca_system_score_codex":0.00006162139,"about_ca_system_score_gemma":0.000043072545,"threshold_uncertainty_score":0.9964876},"labels":[],"label_agreement":null},{"id":"W6995524967","doi":"","title":"Optimal Operation of Energy Hubs in the Context of Smart Grids","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Smart grid; Energy management; Context (archaeology); Energy management system; Demand response; Greenhouse gas; Energy engineering; Work (physics); Energy (signal processing); Reliability (semiconductor); Electricity","score_opus":0.006778752826859302,"score_gpt":0.16722697912292842,"score_spread":0.1604482262960691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995524967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99508756,0.00013985865,0.0004023675,0.00001659654,0.00033049646,0.00014412668,0.00003124474,0.000031692587,0.003816075],"genre_scores_gemma":[0.9675332,0.00016858173,0.0007714381,0.0000028309778,0.000015341064,0.0000011046064,0.0006238422,0.000028333374,0.030855384],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992299,0.00007477373,0.0002296927,0.0001435984,0.00018679303,0.00013525359],"domain_scores_gemma":[0.9993284,0.000021021819,0.0001812347,0.0002451411,0.00020350645,0.00002073332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013788977,0.00018033867,0.0003761189,0.00032264495,0.000032286138,0.000005473034,0.00033028208,0.00030948382,0.0000831777],"category_scores_gemma":[0.0000057989914,0.00017640133,0.00010310316,0.00021480635,0.000047992322,0.00017848081,0.000012042682,0.00014868731,0.000003504413],"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":[0.0005726465,0.00019986514,0.0005289225,0.001434954,0.00049340964,0.000026091546,0.50955534,0.44206476,0.029464344,0.010825198,0.0022021562,0.0026323353],"study_design_scores_gemma":[0.0020034162,0.00055650226,0.0031341116,0.0013070728,0.00034369013,0.000007072246,0.68866926,0.09965493,0.20240632,0.00004448783,0.0009921367,0.0008810115],"about_ca_topic_score_codex":0.07291489,"about_ca_topic_score_gemma":0.13143118,"teacher_disagreement_score":0.34240985,"about_ca_system_score_codex":0.00004939723,"about_ca_system_score_gemma":0.000040296312,"threshold_uncertainty_score":0.93325865},"labels":[],"label_agreement":null},{"id":"W6995605775","doi":"","title":"Optimization of the Use of Post-Industrial Recycled Multilayer Plastic Packaging (MPP) as Asphalt Modifier","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microplastics and Plastic Pollution","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":"Asphalt; Aggregate (composite); Activity-based costing; Plastic waste; Asphalt pavement; Life cycle costing; Durability; Fatigue cracking","score_opus":0.024263435272114893,"score_gpt":0.19637380784331182,"score_spread":0.17211037257119693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995605775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814266,0.000004087407,0.00041026715,0.00008041867,0.0008063989,0.00021969524,0.00020320865,0.000017033699,0.00011621318],"genre_scores_gemma":[0.8638038,0.000056334768,0.0012602507,0.000008916031,0.000028454882,4.337378e-7,0.0003745641,0.000036477035,0.13443075],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881095,0.00008442784,0.00020832306,0.00027462078,0.00041818985,0.00020350121],"domain_scores_gemma":[0.9988611,0.0002165636,0.00053579186,0.0002575765,0.00006439064,0.000064577056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010487186,0.00018454232,0.0003001824,0.00012763734,0.00013752947,0.00001042746,0.0003014762,0.0002985812,0.00088626525],"category_scores_gemma":[0.00020848094,0.00017307315,0.00014947834,0.00031651097,0.00014895259,0.0001720257,0.00013425921,0.00019150735,0.000048184473],"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":[0.0017182878,0.00027134892,0.005471918,0.00027186237,0.00027953577,0.000021815244,0.04675963,0.8236333,0.109886825,0.00009634448,0.0061557116,0.0054334146],"study_design_scores_gemma":[0.008776421,0.0011894932,0.17277636,0.003230242,0.0028256169,0.00001258461,0.09013964,0.6396101,0.07662105,0.0002354957,0.0022337188,0.0023492626],"about_ca_topic_score_codex":0.0635565,"about_ca_topic_score_gemma":0.020725839,"teacher_disagreement_score":0.18402317,"about_ca_system_score_codex":0.00009351403,"about_ca_system_score_gemma":0.000061080056,"threshold_uncertainty_score":0.9971434},"labels":[],"label_agreement":null},{"id":"W6995739845","doi":"","title":"Pica among Persons with Intellectual Disability:\\nPrevalence, Correlates, and Interventions","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Therapeutic Uses of Natural Elements","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":"Pica (typography); Intellectual disability; Receipt; Psychological intervention; Logistic regression; Bivariate analysis; Multivariate analysis; Cognition; Intervention (counseling)","score_opus":0.03318228274054781,"score_gpt":0.3330320561115936,"score_spread":0.2998497733710458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995739845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965209,0.00046021922,0.000037909645,0.00036927222,0.00043099496,0.0010247554,0.00009738496,0.00009231378,0.00096625596],"genre_scores_gemma":[0.5452177,0.00023765047,0.00056113576,0.000023349654,0.000032405966,0.0000020092625,0.00037120125,0.00003472921,0.45351985],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99815243,0.00023308021,0.00029324088,0.00048738436,0.00034433225,0.0004895469],"domain_scores_gemma":[0.99828047,0.0004410516,0.000485834,0.00037414092,0.0002349281,0.00018359294],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033791928,0.00030969738,0.00051760685,0.00025236432,0.0007681528,0.0000090873555,0.0003771387,0.00056677376,0.0020386674],"category_scores_gemma":[0.00006159421,0.00029867858,0.00019916923,0.00027207728,0.0004822956,0.00024820562,0.00013446901,0.0012354379,0.00008363315],"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":[0.00320698,0.00048952695,0.17653085,0.0057891267,0.0011113414,0.00006100391,0.7916043,0.0000036901945,0.00020186858,0.0002748583,0.0069639618,0.013762485],"study_design_scores_gemma":[0.0018299267,0.0006829255,0.21765004,0.004419766,0.00083576044,0.0000032183134,0.7722219,0.00008530556,0.000017785795,0.00007664526,0.0016721807,0.0005045419],"about_ca_topic_score_codex":0.020423243,"about_ca_topic_score_gemma":0.236406,"teacher_disagreement_score":0.4525536,"about_ca_system_score_codex":0.00022907839,"about_ca_system_score_gemma":0.00011177885,"threshold_uncertainty_score":0.99994653},"labels":[],"label_agreement":null},{"id":"W6995740260","doi":"","title":"Phosphorus cycling by stream biofilms exposed to continuous and episodic loading patterns","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plant tissue culture and regeneration","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":"University of Waterloo","funders":"Environment and Climate Change Canada","keywords":"Eutrophication; Cycling; Nutrient; Watershed; Phosphorus; Context (archaeology); Urban stream; Nutrient cycle","score_opus":0.007767722978097943,"score_gpt":0.20188117117963914,"score_spread":0.1941134482015412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995740260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99816716,0.0009388321,0.000017069726,0.00015516118,0.0002334114,0.00020386475,0.000208238,0.000024522304,0.000051745134],"genre_scores_gemma":[0.6382815,0.0011854111,0.0001633326,0.000023582177,0.00007724854,9.357038e-7,0.0071516433,0.00003043108,0.3530859],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992097,0.000024118934,0.00009496583,0.00037875277,0.00010735532,0.00018512963],"domain_scores_gemma":[0.99955016,0.0000061644146,0.00011909124,0.00015785315,0.00006745156,0.00009928251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055024313,0.00019034665,0.00024390926,0.00008024676,0.00013757801,0.000020698404,0.00015173524,0.0003358347,0.000009669596],"category_scores_gemma":[0.000010577093,0.00020790736,0.000073714386,0.00006758005,0.000025429958,0.0000061084947,0.000050239312,0.00009155697,0.000018494373],"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":[0.000099163815,0.000020902738,0.0012430392,0.000076615455,0.00009466026,0.000018201123,0.008393582,0.000007554962,0.9760713,0.000002732586,0.010928209,0.003044059],"study_design_scores_gemma":[0.0005356692,0.0003020077,0.0017076784,0.00019152077,0.00012049987,0.0000049829114,0.057512853,0.000016478718,0.93442553,0.0000021660005,0.004779993,0.0004006304],"about_ca_topic_score_codex":0.015452879,"about_ca_topic_score_gemma":0.03314167,"teacher_disagreement_score":0.35988566,"about_ca_system_score_codex":0.000014571115,"about_ca_system_score_gemma":0.000038116952,"threshold_uncertainty_score":0.9911033},"labels":[],"label_agreement":null},{"id":"W6995847169","doi":"","title":"Preparation and Characterization of Polymer TiO&lt;sub&gt;2&lt;/sub&gt; Nanocomposites via &lt;em&gt;In-situ&lt;/em&gt; Polymerization","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Medical Imaging Techniques and Applications","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":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Nanocomposite; Thermogravimetric analysis; Polystyrene; Glass transition; Differential scanning calorimetry; Polymer; Thermal stability; Radical polymerization; Fourier transform infrared spectroscopy; Copolymer","score_opus":0.00736384819326166,"score_gpt":0.23957611604399354,"score_spread":0.23221226785073187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995847169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936396,0.00038441035,0.0024670218,0.0010405076,0.00015776444,0.0014175564,0.00008334401,0.00019357435,0.0006162167],"genre_scores_gemma":[0.9505338,0.0012221939,0.002640213,0.00010293473,0.00014723936,0.000013480374,0.008779835,0.00008883504,0.03647149],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99729794,0.000105403844,0.0006110892,0.00076852017,0.000770256,0.00044680006],"domain_scores_gemma":[0.99776024,0.00006268844,0.0009004572,0.00054486,0.00045209852,0.00027968688],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003543241,0.000491118,0.0009042613,0.0009551903,0.00023130605,0.000039803155,0.00030774277,0.0006807064,0.00012681111],"category_scores_gemma":[0.000030622858,0.0005645146,0.00021128904,0.0007602542,0.00021644772,0.00044647115,0.00009473966,0.00034800533,0.000024142813],"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":[0.0005990238,0.00037903522,0.00042156386,0.000639011,0.00010729577,0.000019618457,0.013264267,0.000001261978,0.9757279,0.00047955892,0.00048157317,0.007879885],"study_design_scores_gemma":[0.0018518566,0.0004089017,0.04822588,0.0011644402,0.000703453,0.000027178941,0.0019727985,0.0017608351,0.9417167,0.00006884673,0.0014499524,0.00064921466],"about_ca_topic_score_codex":0.00066671654,"about_ca_topic_score_gemma":0.0036449186,"teacher_disagreement_score":0.04780432,"about_ca_system_score_codex":0.00014997604,"about_ca_system_score_gemma":0.00016002679,"threshold_uncertainty_score":0.99968064},"labels":[],"label_agreement":null},{"id":"W6995857220","doi":"","title":"Quantum Turing Machines and Quantum Prover-Verifier Interactions","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Light effects on plants","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; University of Waterloo","keywords":"Quantum Turing machine; Turing machine; Quantum algorithm; Quantum computer; Quantum circuit; Quantum Fourier transform; Quantum information; Quantum; Probabilistic Turing machine; Quantum network","score_opus":0.01184625305149217,"score_gpt":0.19552323259705737,"score_spread":0.1836769795455652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995857220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99705964,0.00008341579,2.3310082e-7,0.001605189,0.00041520852,0.0002462949,0.00011247265,0.00007223519,0.0004053215],"genre_scores_gemma":[0.89965224,0.00015250857,0.00006970001,0.000031934676,0.00012710736,6.642396e-7,0.0009778633,0.0000031556494,0.09898481],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990902,0.00005954793,0.00009887909,0.00037480704,0.00018195312,0.00019463075],"domain_scores_gemma":[0.9994832,0.00009326788,0.00018787563,0.000058649235,0.00006154936,0.000115449206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056363457,0.00021097208,0.00031827803,0.00003490242,0.00023551694,0.00004031287,0.00025747248,0.00016650691,0.0002977775],"category_scores_gemma":[0.000019074643,0.00010913877,0.00011049765,0.00014710372,0.000043447188,0.0002555822,0.0000753991,0.00025056276,0.000053731514],"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":[0.00078633154,0.00017857613,0.003932523,0.00067134877,0.00025253816,0.00014859943,0.043383863,0.0000019060864,0.9183288,0.00077910617,0.006754643,0.024781762],"study_design_scores_gemma":[0.0017918642,0.0022224165,0.5876931,0.0018525469,0.0008921194,0.000058491212,0.28677875,0.008684595,0.042077776,0.0015865057,0.06324692,0.0031149134],"about_ca_topic_score_codex":0.024504337,"about_ca_topic_score_gemma":0.064262025,"teacher_disagreement_score":0.87625104,"about_ca_system_score_codex":0.000021833384,"about_ca_system_score_gemma":0.000010654486,"threshold_uncertainty_score":0.9819916},"labels":[],"label_agreement":null},{"id":"W6995928628","doi":"","title":"Pro-environmental behaviour impacts and their relationship to insurance claim frequency through individual household and municipal-level analyses","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Education and Sustainability","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":"University of Waterloo","funders":"","keywords":"Milestone; Proxy (statistics); Residence; Outcome (game theory); Order (exchange); Estimation","score_opus":0.06177741580826746,"score_gpt":0.27162099472782186,"score_spread":0.2098435789195544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995928628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980468,0.00015681311,0.0000025672962,0.0004452437,0.00008627272,0.00056704495,0.0004399583,0.000047680252,0.00020762937],"genre_scores_gemma":[0.9453307,0.00029578726,0.00092256983,0.000048588136,0.000009725608,0.0000037729876,0.0005107669,0.00003594479,0.052842155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983879,0.00011396895,0.00019881895,0.00062157784,0.00034377683,0.0003339877],"domain_scores_gemma":[0.9990887,0.000072563664,0.00020790145,0.00039595627,0.0000060565985,0.00022879413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022042675,0.0003279751,0.00034962507,0.00013238196,0.00042276448,0.000035965342,0.00032508158,0.00027243825,0.0002734487],"category_scores_gemma":[0.000037191472,0.00034361504,0.000091916525,0.00026514524,0.00039178898,0.000483914,0.00028606306,0.00032715188,0.00005487024],"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":[0.000048484955,0.00014860193,0.74693227,0.000088916946,0.000044292286,0.000008655003,0.24856594,0.00008392008,0.0027860203,0.000012985489,0.0004551952,0.0008247219],"study_design_scores_gemma":[0.00024373675,0.000089265726,0.7464924,0.000048834445,0.000066200955,0.0000022819265,0.25213993,0.0000068799613,0.00031215578,0.0002847476,0.00005059685,0.0002629953],"about_ca_topic_score_codex":0.043668266,"about_ca_topic_score_gemma":0.03836735,"teacher_disagreement_score":0.052716102,"about_ca_system_score_codex":0.00031090935,"about_ca_system_score_gemma":0.000025475527,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W6995969970","doi":"","title":"Quantitative Approaches to the Cancer Stem Cell Hypothesis","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mathematical Biology Tumor Growth","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; University of Illinois at Urbana-Champaign; University of Waterloo","keywords":"Limit (mathematics); Noise (video); Nucleofection; Work (physics); Yield (engineering); Limiting","score_opus":0.14780517079206265,"score_gpt":0.26702354349301094,"score_spread":0.11921837270094829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995969970","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":[0.99137235,0.0002551862,0.000053973323,0.0025389541,0.00016763793,0.0007683636,0.00010978698,0.00006752366,0.0046662283],"genre_scores_gemma":[0.10911251,0.0000521361,0.022834605,0.00003879061,0.000058769587,0.000009723092,0.00006561178,0.000085509775,0.86774236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99847764,0.00019272884,0.00019471394,0.0004371909,0.00038109947,0.00031660593],"domain_scores_gemma":[0.99833876,0.000344256,0.00040079857,0.0005744464,0.0001941586,0.00014759017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049631053,0.00031871806,0.00065659086,0.0001731847,0.0001657543,0.00001763589,0.00090097554,0.00029491488,0.00016240342],"category_scores_gemma":[0.000075559976,0.00024850297,0.00019426334,0.00024114523,0.00014607317,0.00007668938,0.00012578428,0.0002937276,0.00026090498],"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":[0.0008629973,0.00049851445,0.000101335136,0.0040456136,0.0006596687,0.00004188087,0.8649507,0.000026386318,0.0021376016,0.06725942,0.055556104,0.00385978],"study_design_scores_gemma":[0.0007866642,0.00046450234,0.00046564423,0.000642624,0.0010958171,0.000003116188,0.8963554,0.00033085278,0.009891657,0.08823015,0.0007910817,0.0009425116],"about_ca_topic_score_codex":0.004211369,"about_ca_topic_score_gemma":0.036969896,"teacher_disagreement_score":0.88225985,"about_ca_system_score_codex":0.000120777535,"about_ca_system_score_gemma":0.00013455693,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W6995976681","doi":"","title":"Reallocation of Space for Outdoor Dining: An Analysis of COVID-19 Pandemic Outdoor Dining Policies and Perceptions in Ontario","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Consumer Retail Behavior 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":"Public policy; Pandemic; Policy development; Policy analysis; Space (punctuation); Urban policy","score_opus":0.04271940732382885,"score_gpt":0.278348093440186,"score_spread":0.23562868611635718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995976681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986466,0.000102662685,0.000025784111,0.0004721031,0.00011007961,0.00038377472,0.000051937113,0.00004590921,0.00016114369],"genre_scores_gemma":[0.9598067,0.000067389556,0.00032350858,0.000009089958,0.000015033665,0.0000034803425,0.0011106674,0.00002399328,0.038640138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886954,0.000018129029,0.0002761664,0.0004067728,0.00022573062,0.00020368949],"domain_scores_gemma":[0.9988609,0.00006582055,0.00052679126,0.00024557332,0.0002729753,0.00002792136],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031157047,0.00024036645,0.00075324473,0.0020015172,0.00015957722,0.000043759675,0.0002260722,0.00018550048,0.000098627395],"category_scores_gemma":[0.00006634331,0.00027816434,0.00023812476,0.0007442067,0.00013879842,0.00046494286,0.00012436685,0.00017818421,0.000002626613],"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":[0.00015345955,0.00006252838,0.84090817,0.0009958402,0.00046743298,0.0000024094782,0.1542579,0.00006975755,0.0015183426,0.00056975323,0.000042575026,0.0009518079],"study_design_scores_gemma":[0.00040578312,0.0000292139,0.64728874,0.00016135964,0.0042219115,1.8964808e-7,0.34611806,0.0011948728,0.0000044541553,0.00005745787,0.000308605,0.0002093448],"about_ca_topic_score_codex":0.8380244,"about_ca_topic_score_gemma":0.9904017,"teacher_disagreement_score":0.19361944,"about_ca_system_score_codex":0.00021633017,"about_ca_system_score_gemma":0.00013137207,"threshold_uncertainty_score":0.99996704},"labels":[],"label_agreement":null},{"id":"W6996041625","doi":"","title":"On Reading, Anxiety and Water:\\nA Sanatorium on the Toronto Portlands","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Enterobacteriaceae and Cronobacter 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":"TSG101; Gestational period; Articular cartilage damage; Filter (signal processing); Paraphernalia; Pretext","score_opus":0.0053529758330554365,"score_gpt":0.2077915603355785,"score_spread":0.20243858450252306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996041625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949372,0.00008012048,7.293175e-7,0.00023624318,0.00014513778,0.00018751045,0.00004084969,0.000009620138,0.004362624],"genre_scores_gemma":[0.71645665,0.00041828735,0.0000121994535,0.00003947024,0.000067656925,9.1879514e-7,0.002051241,0.000023049752,0.28093052],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990083,0.000059383616,0.000086337,0.00038834522,0.00019082613,0.00026680707],"domain_scores_gemma":[0.9993708,0.000007765639,0.00008217045,0.00039170927,0.00007739624,0.000070170965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113414295,0.00021770065,0.00020021746,0.00004210161,0.00017627637,0.000030932923,0.0002867116,0.00029541162,0.00016618999],"category_scores_gemma":[0.000005434587,0.0001623789,0.000114804556,0.000024086052,0.00006655271,0.000008665667,0.00008130398,0.00015799682,0.000014157607],"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":[0.0021997183,0.0002504846,0.0035674272,0.00027149718,0.00039192633,0.00003067684,0.013697028,0.0000055130495,0.9315598,0.0004307323,0.04457789,0.003017305],"study_design_scores_gemma":[0.0028160056,0.0027061657,0.07423916,0.00051226286,0.00028687844,0.000015882064,0.088863514,0.00002001461,0.77521443,0.00019116105,0.053672638,0.0014618883],"about_ca_topic_score_codex":0.017255282,"about_ca_topic_score_gemma":0.03787528,"teacher_disagreement_score":0.2784805,"about_ca_system_score_codex":0.00004086912,"about_ca_system_score_gemma":0.00003339332,"threshold_uncertainty_score":0.9892889},"labels":[],"label_agreement":null},{"id":"W6996078872","doi":"","title":"A Rapid Field Method to Estimate the Concentration of Sorbing Particulate Amendments in Soil Samples","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Adsorption; Environmental remediation; Groundwater; Plume; Contamination; Particulates; Activated carbon; Permeable reactive barrier","score_opus":0.024923246884406558,"score_gpt":0.25754694462250843,"score_spread":0.23262369773810188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996078872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978529,0.00002963022,0.000003120045,0.001640116,0.00007808724,0.00026244856,0.00005450652,0.00002824722,0.000050919636],"genre_scores_gemma":[0.96808547,0.00012974358,0.0006665899,0.000042968983,0.000020872256,0.000002037262,0.00064884603,0.000002384483,0.03040109],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990352,0.00016641006,0.00014085899,0.00022707882,0.00020825812,0.00022222655],"domain_scores_gemma":[0.9992536,0.00038464565,0.00018590403,0.000064718646,0.00006316221,0.000048014103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029298838,0.000128667,0.00025593804,0.00003660158,0.000106191445,0.0000163462,0.00029552914,0.00014119601,0.00011989911],"category_scores_gemma":[0.00005059577,0.00006220562,0.000087479486,0.00036267532,0.000021496186,0.00007254259,0.000049065326,0.00012737975,0.000018254632],"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":[0.0007263622,0.000048107693,0.0015354104,0.00006719274,0.00006818016,0.000028108683,0.028343355,0.0005537897,0.9105741,0.00006460152,0.00056146574,0.057429343],"study_design_scores_gemma":[0.0007787237,0.001045105,0.34142274,0.0011815232,0.0002725003,0.0000049664036,0.19154996,0.0027321198,0.45776564,0.00055546005,0.0018768633,0.0008144007],"about_ca_topic_score_codex":0.051485892,"about_ca_topic_score_gemma":0.19764249,"teacher_disagreement_score":0.45280844,"about_ca_system_score_codex":0.00002802764,"about_ca_system_score_gemma":0.00001797948,"threshold_uncertainty_score":0.95483035},"labels":[],"label_agreement":null},{"id":"W6996185652","doi":"","title":"Religion in the Ranks: Religion in the Canadian Forces in the 21st Century","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Institution; Government (linguistics); Relevance (law); Agency (philosophy); Subject (documents); Scapegoat","score_opus":0.011938779278217957,"score_gpt":0.2266461362218201,"score_spread":0.21470735694360213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996185652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651569,0.0023000103,9.6011405e-8,0.011798242,0.00031701452,0.00083242083,0.000006501855,0.000011174366,0.019577604],"genre_scores_gemma":[0.89671236,0.097390674,0.000043271324,0.00063810224,0.00007535459,0.000004813766,0.00024848612,0.000010720745,0.004876192],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974136,0.0007366082,0.00020546268,0.00031536302,0.00083488284,0.0004941093],"domain_scores_gemma":[0.99912554,0.00021053896,0.00018921547,0.00031983183,0.00009084695,0.000064045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017080752,0.00020832224,0.00027050407,0.00033855834,0.0010793267,0.00008664314,0.0013716349,0.00044943168,0.000015587757],"category_scores_gemma":[0.00005351172,0.00014489808,0.00017024606,0.0009833041,0.00025765557,0.00020250118,0.000020894862,0.0005678474,0.00001743943],"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":[0.00003128495,0.000037394577,0.0018468952,0.00002694696,0.00000832469,0.00006396079,0.95328826,0.000012076722,0.000002295371,0.002016006,0.04251919,0.00014734715],"study_design_scores_gemma":[0.00034338215,0.000026423648,0.057229225,0.00013261838,0.000017693443,0.0000020890973,0.9117031,0.000003656249,0.0000020100927,0.001437798,0.028922837,0.00017916565],"about_ca_topic_score_codex":0.99205923,"about_ca_topic_score_gemma":0.99864113,"teacher_disagreement_score":0.095090665,"about_ca_system_score_codex":0.0005149518,"about_ca_system_score_gemma":0.00074777723,"threshold_uncertainty_score":0.8301418},"labels":[],"label_agreement":null},{"id":"W6996212639","doi":"","title":"Responsible Representation and Collaboration in Supporting Indigenous Maternal Health in Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Identity (music); Champion; Honour; Harm; Traditional knowledge; Redress","score_opus":0.00914951525808558,"score_gpt":0.27920793256362114,"score_spread":0.27005841730553554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996212639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957132,0.00016154179,1.584529e-7,0.0013441805,0.0005420616,0.0007329747,0.000040434763,0.000010529839,0.0014549475],"genre_scores_gemma":[0.63246465,0.007820323,0.00034262735,0.00003143356,0.00006574092,0.0000011356647,0.0011082897,0.000023491817,0.35814232],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99819094,0.00052722066,0.0002428137,0.00028319203,0.00036673644,0.00038911376],"domain_scores_gemma":[0.99913967,0.000058133446,0.00047659405,0.000109256915,0.000111219255,0.00010513479],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00088563806,0.00010526083,0.00028028715,0.0004680596,0.002116609,0.000023614126,0.0001747841,0.000112928974,0.00021299036],"category_scores_gemma":[0.0000063036073,0.00013616994,0.000020241545,0.0006151492,0.000041911633,0.00024816324,0.000002890363,0.00022468068,0.0000014373608],"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":[0.00011750656,0.000029163119,0.02176796,0.00013350364,0.0000061691358,0.000029922154,0.9760953,0.000037131194,0.0000064825717,0.0010827617,0.000086864,0.00060718757],"study_design_scores_gemma":[0.00026829125,0.00004620192,0.07856174,0.00007203837,0.0000064434516,8.628242e-7,0.91290265,0.000010190645,0.000048045156,0.00020632808,0.0077469437,0.00013023512],"about_ca_topic_score_codex":0.99995244,"about_ca_topic_score_gemma":0.9999996,"teacher_disagreement_score":0.36324853,"about_ca_system_score_codex":0.002620662,"about_ca_system_score_gemma":0.07592668,"threshold_uncertainty_score":0.9991825},"labels":[],"label_agreement":null},{"id":"W6996231561","doi":"","title":"The Red Road to Victory: Soviet Combat Training 1917-1945","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soviet and Russian 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":"University of Waterloo; Wilfrid Laurier University","keywords":"Training (meteorology); Doctrine; Context (archaeology); Military doctrine; State (computer science); Military threat; Military science; Combat readiness","score_opus":0.019883264595664994,"score_gpt":0.242686977008925,"score_spread":0.22280371241326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996231561","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":[0.829087,0.00059759687,0.0000011618807,0.010520592,0.003818919,0.0007646592,0.000045988752,0.00018493219,0.15497911],"genre_scores_gemma":[0.080897525,0.00033581236,0.00012740052,0.00005888186,0.00013647281,0.0000020105124,0.00016945432,0.000027141949,0.9182453],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998182,0.0002953751,0.00012184946,0.0003424834,0.0006431548,0.00041512676],"domain_scores_gemma":[0.99907583,0.00008336455,0.00024279284,0.00031248332,0.000093354334,0.00019215782],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006209597,0.0001883503,0.00033555433,0.00019592716,0.0031938348,0.000040218405,0.00092381286,0.00023202592,0.0020937473],"category_scores_gemma":[0.000050298066,0.00019520549,0.00023667584,0.00037012692,0.00024978048,0.00014503283,0.000079979196,0.00036735044,0.0000791396],"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":[0.00014809729,0.00002318063,0.00007439482,0.000027920834,0.00006579271,0.000024128403,0.92614144,0.0000054587226,0.00016742993,0.0021184133,0.059871823,0.011331892],"study_design_scores_gemma":[0.0001631574,0.000048671787,0.002916618,0.000032794025,0.00005206458,1.746719e-7,0.6155698,0.0000029443993,0.000005426026,0.00009745331,0.3809316,0.00017932313],"about_ca_topic_score_codex":0.08410261,"about_ca_topic_score_gemma":0.44639745,"teacher_disagreement_score":0.7632662,"about_ca_system_score_codex":0.00029131284,"about_ca_system_score_gemma":0.0004951212,"threshold_uncertainty_score":0.99881846},"labels":[],"label_agreement":null},{"id":"W6996239473","doi":"","title":"(Re)Organizing Toronto Households during COVID-19 Lockdown: A case study on an Imposed Degrowth Scenario","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Degrowth; Context (archaeology); Capitalism; Politics; Basic income; Parallels; Voluntarism (philosophy); Sustainability; Ecological economics; Planetary boundaries","score_opus":0.020661753832896746,"score_gpt":0.2425507939102952,"score_spread":0.22188904007739843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996239473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979107,0.00004709279,4.6103003e-7,0.00021670379,0.00018714224,0.0008515317,0.00008097387,0.00013022117,0.0005751769],"genre_scores_gemma":[0.93201244,0.000045522014,0.00004536269,0.00005756317,0.000024793899,0.0000035924827,0.00013715394,0.00005052732,0.06762304],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974979,0.00024110045,0.00018172177,0.0009029549,0.0006960975,0.00048018442],"domain_scores_gemma":[0.99851125,0.000050369017,0.00034667732,0.0007183703,0.000026133268,0.00034717118],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035509816,0.00037736053,0.0004321779,0.00006469885,0.0012622261,0.0000384506,0.0006858157,0.00021106222,0.009665956],"category_scores_gemma":[0.00004264305,0.0004641068,0.00014528345,0.00025988222,0.00011929419,0.0005016022,0.0003712388,0.00036569368,0.00003634498],"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":[0.00071960385,0.0010229099,0.03072122,0.00029626975,0.000064379674,0.007110867,0.9572968,0.00065512606,0.0015154748,0.0000045708616,0.00040441914,0.00018839308],"study_design_scores_gemma":[0.0012719387,0.0007716499,0.041004963,0.00002086674,0.00012403914,0.00005484135,0.9557182,0.000029422385,0.00023974993,0.000012244365,0.00028308688,0.0004690003],"about_ca_topic_score_codex":0.67090935,"about_ca_topic_score_gemma":0.9151231,"teacher_disagreement_score":0.24421377,"about_ca_system_score_codex":0.004169356,"about_ca_system_score_gemma":0.0001017503,"threshold_uncertainty_score":0.9997811},"labels":[],"label_agreement":null},{"id":"W6996246717","doi":"","title":"Road Surface Estimation Using Machine Learning","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vehicle Dynamics and Control 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":"University of Waterloo","keywords":"Road surface; Artificial neural network; Kernel (algebra); Function (biology); Training (meteorology); Convolutional neural network; Kernel density estimation; Support vector machine; Function approximation; Data point","score_opus":0.007507236318378008,"score_gpt":0.18512505391317588,"score_spread":0.17761781759479786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996246717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983032,0.00019408678,0.00020225304,0.000021702532,0.0005041969,0.00015791075,0.000027045511,0.00033409736,0.00025554016],"genre_scores_gemma":[0.75604403,0.00012441023,0.0008534529,6.7813625e-7,0.000028094924,1.6267087e-7,0.00084480137,0.00008121865,0.24202318],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992521,0.00003172798,0.00012257506,0.0001857207,0.00019706148,0.00021085294],"domain_scores_gemma":[0.9995868,0.00001596153,0.000118762866,0.00015496212,0.00006914116,0.000054372347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011703498,0.00019670212,0.00034263887,0.0001629862,0.00013494979,0.000024112838,0.00017899543,0.00023635708,0.00003902117],"category_scores_gemma":[0.000005745237,0.00025901946,0.00011969023,0.00019323175,0.000013891845,0.00012600118,0.000020772693,0.00027385648,0.00007130203],"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":[0.000035080586,0.000009805866,0.00050046574,0.0006560779,0.00019879946,0.000031926436,0.028212573,0.9421644,0.02250396,0.000028737802,0.00006575151,0.005592404],"study_design_scores_gemma":[0.00029917044,0.000020852576,0.0014939667,0.00020004137,0.000091668226,0.0000014141015,0.020968003,0.97647566,0.00014072897,0.000013021116,0.000056958983,0.00023850912],"about_ca_topic_score_codex":0.06435282,"about_ca_topic_score_gemma":0.04303992,"teacher_disagreement_score":0.24225916,"about_ca_system_score_codex":0.000108669316,"about_ca_system_score_gemma":0.000021728116,"threshold_uncertainty_score":0.99998623},"labels":[],"label_agreement":null},{"id":"W6996364903","doi":"","title":"A Risk-Based Decision Support Framework for Railway-Highway Grade Crossing Closures","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Set (abstract data type); Train; Closure (psychology); Collision; Decision support system; Level crossing; Safety engineering","score_opus":0.008829526093912562,"score_gpt":0.22073690109350294,"score_spread":0.2119073749995904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996364903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843094,0.00028884134,0.012053359,0.00009683825,0.0016098397,0.00048762542,0.0005216258,0.0004572685,0.00017524966],"genre_scores_gemma":[0.7698173,0.00038082595,0.11798873,0.000026749376,0.00021892267,0.000008624224,0.0046237437,0.0002768991,0.10665821],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986355,0.00003942697,0.00019580765,0.00038444085,0.00036450484,0.00038036762],"domain_scores_gemma":[0.9989784,0.00025006058,0.00020525671,0.0003717232,0.000080867816,0.00011372814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020816857,0.00033030513,0.00049541064,0.00031417483,0.00075253367,0.000046551882,0.0004437563,0.00048394804,0.00068280473],"category_scores_gemma":[0.000032711265,0.00039375864,0.00041344663,0.00023578199,0.00008129597,0.00012776516,0.000035855905,0.0005889406,0.00002093414],"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":[0.0047186757,0.0006146778,0.004369987,0.00486956,0.0016280282,0.000273538,0.4125507,0.36621505,0.0020508466,0.0026442278,0.07788857,0.12217614],"study_design_scores_gemma":[0.015964042,0.0021739104,0.1504287,0.0029950142,0.0037763813,0.0000170617,0.43527552,0.09271838,0.010279829,0.008602004,0.27065814,0.007111013],"about_ca_topic_score_codex":0.0019925311,"about_ca_topic_score_gemma":0.008897351,"teacher_disagreement_score":0.2734967,"about_ca_system_score_codex":0.00014714013,"about_ca_system_score_gemma":0.00013642214,"threshold_uncertainty_score":0.9998514},"labels":[],"label_agreement":null},{"id":"W6996521157","doi":"","title":"Seeking the Source: Dioxin Exposure Levels and Determinants and Fluoroalkyl Substance Determinants in Arctic and Subarctic Communities within Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Global Water Futures; Natural Sciences and Engineering Research Council of Canada; Crown-Indigenous Relations and Northern Affairs Canada; University of Waterloo; Institut National de Santé Publique du Québec","keywords":"Subarctic climate; Biomonitoring; Arctic; Population; Regression analysis; Consumption (sociology); Circumpolar star","score_opus":0.0450421576758144,"score_gpt":0.22705676644309017,"score_spread":0.18201460876727577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996521157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99871135,0.0002252918,3.6050622e-7,0.0005428747,0.00024654553,0.00021147996,0.000036353627,0.000016626243,0.000009113166],"genre_scores_gemma":[0.9711276,0.00035478277,0.00002524237,0.00007861235,0.000009338454,0.0000010587399,0.00000822146,0.00001815564,0.028376983],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99879616,0.00018502194,0.00015290672,0.00033520148,0.00025693476,0.00027379443],"domain_scores_gemma":[0.9992298,0.00025138937,0.00020058682,0.00020572542,0.000035087116,0.000077402285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021821512,0.00022269806,0.0003343577,0.00014083806,0.00045456778,0.000030415908,0.00028858797,0.00014098316,0.000008402539],"category_scores_gemma":[0.00003205401,0.00020563179,0.000026764146,0.00013992189,0.00037299006,0.00016040618,0.00009526641,0.00035076667,0.0000013000932],"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":[0.00052218593,0.00008034346,0.45882094,0.0015121982,0.00004476055,0.0007193246,0.5087631,0.000037286492,0.018036699,0.00004789606,0.0001432509,0.011272026],"study_design_scores_gemma":[0.00068705285,0.00010417884,0.79409915,0.0007368721,0.00004832416,0.000073107214,0.20114186,0.00047673803,0.002102486,0.00021456799,0.000022580938,0.00029308622],"about_ca_topic_score_codex":0.612407,"about_ca_topic_score_gemma":0.98357797,"teacher_disagreement_score":0.37117094,"about_ca_system_score_codex":0.00006229148,"about_ca_system_score_gemma":0.0000743886,"threshold_uncertainty_score":0.8385421},"labels":[],"label_agreement":null},{"id":"W6996528832","doi":"","title":"Shades of Care: Understanding how BIPOC mothers and children experience paediatric care in Ontario, Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Acknowledgement; Context (archaeology); Health care; Narrative; Ethnic group; Perception; Set (abstract data type); Qualitative research; Focus group","score_opus":0.008809126519412683,"score_gpt":0.18465136695688647,"score_spread":0.1758422404374738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996528832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971987,0.001455929,3.1179806e-7,0.00012726609,0.00015685258,0.00026414584,0.00007059939,0.000007764147,0.0007184191],"genre_scores_gemma":[0.97934693,0.00022378632,0.00037738247,0.000009037108,0.000010824081,3.810817e-7,0.0021473214,0.000014940617,0.017869387],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99911934,0.000024523873,0.000096693264,0.00028118817,0.00029095032,0.00018728536],"domain_scores_gemma":[0.99946433,0.000018140854,0.0001483395,0.00015749763,0.00013642252,0.00007529431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027278405,0.00018453087,0.00044101683,0.0002604341,0.00007642085,0.000010130324,0.00011270959,0.00019622417,0.00012046912],"category_scores_gemma":[0.0000075192684,0.00021364896,0.00007256534,0.0001859653,0.00005156002,0.000090167036,0.00003649934,0.0002299238,7.4543514e-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":[0.00017723053,0.000003078069,0.3214386,0.00062882993,0.000071608876,0.00010008945,0.67685163,0.0000018824825,0.00018154838,0.0000102588,0.00016525148,0.0003700053],"study_design_scores_gemma":[0.0007923329,0.0000768937,0.18659574,0.00053338753,0.0001322218,0.0000046545383,0.81060034,0.0000018244751,0.00090024027,0.0000024770443,0.00014445525,0.00021544402],"about_ca_topic_score_codex":0.9707173,"about_ca_topic_score_gemma":0.9992441,"teacher_disagreement_score":0.13484287,"about_ca_system_score_codex":0.0008630407,"about_ca_system_score_gemma":0.0013798467,"threshold_uncertainty_score":0.8712352},"labels":[],"label_agreement":null},{"id":"W6996575350","doi":"","title":"Simulation of Solid Oxide Fuel Cell - Based Power Generation Processes with CO&lt;sub&gt;2&lt;/sub&gt; Capture","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advancements in Solid Oxide Fuel Cells","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":"Blackberry (Canada); University of Waterloo","funders":"University of Waterloo","keywords":"Solid oxide fuel cell; Electricity generation; Stack (abstract data type); Cogeneration; Natural gas; Electricity; Power to gas; Chemical energy; Distributed generation; Power (physics)","score_opus":0.008618762309758093,"score_gpt":0.21671947448558856,"score_spread":0.20810071217583048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996575350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939018,0.0003645186,0.002886662,0.00004199437,0.00033224054,0.00080408435,0.00042882204,0.00010048448,0.0011393854],"genre_scores_gemma":[0.93393445,0.00008590274,0.007506896,0.000026558617,0.00006552204,0.0000030796034,0.0025668945,0.00008620426,0.055724476],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971691,0.00012436837,0.00041419573,0.0008137004,0.0009942275,0.00048440875],"domain_scores_gemma":[0.9966939,0.00013576927,0.0013404434,0.0006012171,0.0011064584,0.00012218219],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024282894,0.0005477094,0.00075251865,0.00038753895,0.00024705348,0.00004608537,0.00056951965,0.0004897075,0.00040413623],"category_scores_gemma":[0.000048240985,0.0005832928,0.00013931608,0.00039974542,0.0002285533,0.0007365777,0.00005395329,0.0002150478,0.0000719455],"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":[0.00045187227,0.00022001387,0.00008923197,0.0018672984,0.000028625063,0.00002574865,0.009755732,0.23469847,0.7518723,0.000010839333,0.00096317753,0.00001669672],"study_design_scores_gemma":[0.0017086349,0.00032447945,0.00043599846,0.00042985193,0.0003117862,0.0000011544886,0.009186011,0.0053956495,0.980357,0.00004822273,0.0009898252,0.00081137853],"about_ca_topic_score_codex":0.0013763577,"about_ca_topic_score_gemma":0.025144832,"teacher_disagreement_score":0.22930282,"about_ca_system_score_codex":0.00019872047,"about_ca_system_score_gemma":0.00047872902,"threshold_uncertainty_score":0.99966186},"labels":[],"label_agreement":null},{"id":"W6996630002","doi":"","title":"Solving Traveling Salesman Problem With a non-complete Graph","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vehicle Routing Optimization Methods","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 Waterloo","keywords":"Travelling salesman problem; Graph; Set (abstract data type); Complete graph; Obstacle; 2-opt; Christofides algorithm; Shortest path problem","score_opus":0.008591879861394194,"score_gpt":0.194236627860805,"score_spread":0.1856447479994108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996630002","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":[0.9850427,0.000036745336,0.011330555,0.000054906362,0.00027138446,0.00036130645,0.000024392386,0.00035214005,0.0025258826],"genre_scores_gemma":[0.20307384,0.00013589024,0.69429356,0.000008136421,0.00010062123,0.0000021206893,0.0008474694,0.00025761512,0.10128073],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988604,0.0000360471,0.00016324781,0.00033181158,0.0002618572,0.00034659178],"domain_scores_gemma":[0.9991711,0.000038701815,0.00017537626,0.00033079766,0.00017478089,0.0001092947],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020635083,0.00032681844,0.0004676329,0.00032417735,0.00020141594,0.00003393913,0.0003735603,0.0004024067,0.00009774569],"category_scores_gemma":[0.000006110942,0.00038469132,0.00013074635,0.00032793276,0.00006178521,0.00019849844,0.000025190857,0.00065154576,0.00001956197],"study_design_candidate":"simulation_or_modeling","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":[0.00032487238,0.00011024793,0.0014850113,0.0048510013,0.0010141463,0.00015060471,0.453103,0.2997685,0.22320811,0.00025267978,0.00079230213,0.014939501],"study_design_scores_gemma":[0.008244163,0.0007453162,0.02858487,0.006223345,0.0023436898,0.000076205324,0.31768134,0.58945286,0.037475966,0.0006720443,0.0020003184,0.006499842],"about_ca_topic_score_codex":0.0029168911,"about_ca_topic_score_gemma":0.025476776,"teacher_disagreement_score":0.78196883,"about_ca_system_score_codex":0.00005048742,"about_ca_system_score_gemma":0.00005188533,"threshold_uncertainty_score":0.9998605},"labels":[],"label_agreement":null},{"id":"W6996646632","doi":"","title":"Succinct and Compact Data Structures for Intersection Graphs","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Data Management and Algorithms","field":"Computer 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":"University of Waterloo","keywords":"Chordal graph; Tree traversal; Interval graph; Intersection (aeronautics); Data structure; Interval (graph theory); Indifference graph; Graph; Space (punctuation); Intersection graph","score_opus":0.02664222795657068,"score_gpt":0.24213324484190177,"score_spread":0.2154910168853311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996646632","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":[0.9878727,0.00010112007,0.0067549,0.001086261,0.002270195,0.0007322156,0.000574144,0.00033770286,0.00027073483],"genre_scores_gemma":[0.14619713,0.00068405556,0.04216143,0.000054912914,0.00019206187,0.0000011007899,0.02891886,0.0000922509,0.7816982],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9990227,0.000023125831,0.000081781596,0.0005210322,0.00017210298,0.00017926219],"domain_scores_gemma":[0.9989662,0.00004022776,0.0001644996,0.0007126387,0.00006380516,0.00005259277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015932608,0.00016234152,0.00023957061,0.0003630739,0.00018099972,0.00010874194,0.001503952,0.00009821335,0.00001110247],"category_scores_gemma":[0.000010116431,0.00017866609,0.000063311716,0.00022986115,0.000037769816,0.000941867,0.00040022374,0.000104710765,0.000008259557],"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":[0.00070454285,0.00021164116,0.00221103,0.004240523,0.0020153872,0.00016388897,0.20970733,0.00007760928,0.0017551982,0.059675988,0.3745653,0.34467155],"study_design_scores_gemma":[0.0070655723,0.0015178644,0.26604477,0.0011276728,0.0014382099,0.000016198577,0.47307703,0.16516921,0.0015416916,0.052250635,0.02727326,0.0034778921],"about_ca_topic_score_codex":0.0149478195,"about_ca_topic_score_gemma":0.034276675,"teacher_disagreement_score":0.8416756,"about_ca_system_score_codex":0.000018273524,"about_ca_system_score_gemma":0.000023062386,"threshold_uncertainty_score":0.9916117},"labels":[],"label_agreement":null},{"id":"W6996843634","doi":"","title":"Tests on Concrete Beams with GFRP Flexural and Shear Reinforcements &amp; Analysis Method for Indeterminate Strut-and-Tie Models with Brittle Reinforcements","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Structural Behavior of Reinforced Concrete","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":"Blackberry (Canada)","funders":"","keywords":"Fibre-reinforced plastic; Stirrup; Reinforcement; Brittleness; Reinforced concrete; Flexural strength; Shear (geology); Bent molecular geometry","score_opus":0.011910243357238372,"score_gpt":0.2268943064193631,"score_spread":0.21498406306212473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996843634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98564637,0.000030676038,0.012583213,0.000019026626,0.00008279562,0.000819147,0.00011772591,0.00013602329,0.00056501786],"genre_scores_gemma":[0.75840336,0.00010765339,0.10473871,0.000034574987,0.000041421317,0.000014896214,0.0033576575,0.00017908971,0.13312264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982421,0.000029363404,0.00025011576,0.0005296982,0.00046952185,0.0004792472],"domain_scores_gemma":[0.99870163,0.000085878535,0.00029939902,0.00047368545,0.00022133402,0.0002180716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013996696,0.0005723079,0.0009318747,0.0006129056,0.00020194572,0.00007297177,0.000285839,0.0003565196,0.00004741052],"category_scores_gemma":[0.000007811501,0.0005531766,0.0001640194,0.00031177854,0.000117924086,0.0004736121,0.000052668394,0.00031790495,0.0000032991775],"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":[0.012024934,0.0000057256607,0.002692367,0.006501872,0.019234214,0.0001338651,0.117025085,0.7500841,0.01748483,0.0021890225,0.0006066031,0.072017364],"study_design_scores_gemma":[0.017026154,0.0056026215,0.009439314,0.002224743,0.019064033,0.00005593834,0.03734348,0.8811085,0.0211955,0.00021567501,0.0013655805,0.005358415],"about_ca_topic_score_codex":0.0062865084,"about_ca_topic_score_gemma":0.0017033574,"teacher_disagreement_score":0.22724302,"about_ca_system_score_codex":0.000112873,"about_ca_system_score_gemma":0.00003672123,"threshold_uncertainty_score":0.99969196},"labels":[],"label_agreement":null},{"id":"W6996859880","doi":"","title":"Super-fine Powdered Activated Carbon for the Removal of Microcystin-LR from Drinking Water","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Powdered activated carbon treatment; Activated carbon; Water treatment; Extracellular polymeric substance; Adsorption; Sedimentation; Odor; Contamination; Activated charcoal","score_opus":0.007653189349858563,"score_gpt":0.18322524334307824,"score_spread":0.17557205399321968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996859880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99803865,0.000103833,0.000025958418,0.00019192522,0.00032669998,0.00038564377,0.00011006068,0.000015712623,0.00080149155],"genre_scores_gemma":[0.8123126,0.000037306025,0.0013861911,0.00000737138,0.00004328006,0.0000010802148,0.0017707985,0.000032851403,0.1844085],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887806,0.00005280934,0.00018905396,0.0003571461,0.00027196316,0.0002509939],"domain_scores_gemma":[0.9991535,0.00012535953,0.00024798157,0.00037644472,0.000048563015,0.00004815349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014480506,0.00021728234,0.00043487144,0.000045864443,0.0001737972,0.000013513104,0.0004245269,0.00024849732,0.00082019594],"category_scores_gemma":[0.0000120713175,0.00017422394,0.00017449138,0.000103056984,0.00008264817,0.000079664234,0.00012315538,0.00017089497,0.000013783296],"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":[0.00039585953,0.00008232124,0.0031864664,0.00025917857,0.00031762954,0.000055727,0.10108296,0.0005612726,0.89151603,0.00003187491,0.00037322074,0.0021374621],"study_design_scores_gemma":[0.0037895017,0.00033646994,0.021900428,0.0013126318,0.0014038911,0.000033917666,0.3890415,0.015842773,0.55385935,0.00050606654,0.010438947,0.0015344844],"about_ca_topic_score_codex":0.174573,"about_ca_topic_score_gemma":0.31683815,"teacher_disagreement_score":0.33765665,"about_ca_system_score_codex":0.00010528075,"about_ca_system_score_gemma":0.000026331287,"threshold_uncertainty_score":0.89805704},"labels":[],"label_agreement":null},{"id":"W6996860388","doi":"","title":"Study of Electrical Grid Profile &amp; Behavior and its Impact on Design and Operation of Adiabatic Compressed Air Energy Storage (A-CAES) Systems","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling 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":"Compressed air energy storage; Sizing; Energy storage; Renewable energy; Grid; Wind power; Intermittent energy source; Grid energy storage; Pumped-storage hydroelectricity; Electric power system","score_opus":0.009280504656238815,"score_gpt":0.21280542934129165,"score_spread":0.20352492468505284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996860388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978547,0.0006134174,0.00064786075,0.0000012962786,0.00020270665,0.00055637094,0.000052547108,0.000028538168,0.000042543263],"genre_scores_gemma":[0.9907614,0.00010323106,0.000035421403,3.0757533e-7,0.000014276564,0.0000025484176,0.00018429276,0.00002484935,0.0088737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991494,0.00009314633,0.000197579,0.00020584035,0.00020874632,0.00014531435],"domain_scores_gemma":[0.99944013,0.000043387583,0.00017344732,0.00018012236,0.000100242614,0.00006267064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009878746,0.00021905475,0.0006232696,0.0002491439,0.00005009063,0.000007721916,0.00013935538,0.00017832323,0.000015171345],"category_scores_gemma":[0.0000027378887,0.00021300321,0.000074760595,0.000097540884,0.000018254543,0.00008623449,0.000013937753,0.00011573892,0.0000025664526],"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":[0.0017785102,0.0012872852,0.0024714435,0.0043106326,0.0022653895,0.000041920062,0.18615253,0.69579685,0.10338872,0.00027524048,0.0008972338,0.001334245],"study_design_scores_gemma":[0.003983679,0.0037685542,0.03690993,0.0012327697,0.0021305734,0.000011825597,0.13431948,0.8129004,0.0036011843,0.000004628232,0.000017473762,0.0011194942],"about_ca_topic_score_codex":0.010792933,"about_ca_topic_score_gemma":0.0009360565,"teacher_disagreement_score":0.117103554,"about_ca_system_score_codex":0.00004712395,"about_ca_system_score_gemma":0.0000304995,"threshold_uncertainty_score":0.9957943},"labels":[],"label_agreement":null},{"id":"W6996882439","doi":"","title":"Synthesis, Characterization, and Application of Nanothermites for Joining","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Energetic Materials and Combustion","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":"Thermite; Combustion; Microstructure; Copper; Ignition system; Homogeneity (statistics); Aluminium; Scanning electron microscope; Metal; Reaction rate","score_opus":0.004291462382758676,"score_gpt":0.16326540344239351,"score_spread":0.15897394105963483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996882439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972134,0.00006186898,0.002188013,0.00003471125,0.00011983391,0.00022386663,0.00004896753,0.0000444472,0.00006489778],"genre_scores_gemma":[0.94326776,0.00064860337,0.004556671,0.0000033559668,0.000050894643,0.000011907025,0.001296506,0.00005698405,0.050107345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99964285,0.000008804735,0.000098627825,0.00011062937,0.0000604845,0.000078598474],"domain_scores_gemma":[0.99963766,0.000023088089,0.00012519954,0.00010319081,0.00008920143,0.000021629854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004514877,0.0001040802,0.00022348779,0.00009129048,0.000041322855,0.000008032104,0.00007886934,0.00013978248,0.00005589055],"category_scores_gemma":[0.0000058694277,0.00012359704,0.000038032358,0.000041376807,0.00001750181,0.000085138265,0.0000073108436,0.00002799596,0.0000025118916],"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":[0.000028206277,0.000011487487,0.000082863946,0.0016232495,0.000052337364,1.14421944e-7,0.007613788,0.00018490628,0.96600425,0.00039455373,0.000121419485,0.023882821],"study_design_scores_gemma":[0.00052630674,0.0000778104,0.020043202,0.000677144,0.00032822523,8.991825e-7,0.018226769,0.02189265,0.9351619,0.00022039641,0.0022967272,0.00054796785],"about_ca_topic_score_codex":0.0008346374,"about_ca_topic_score_gemma":0.00043662108,"teacher_disagreement_score":0.05394566,"about_ca_system_score_codex":0.000010999117,"about_ca_system_score_gemma":0.0000068899494,"threshold_uncertainty_score":0.50401413},"labels":[],"label_agreement":null},{"id":"W6996931119","doi":"","title":"Temporal Deep Learning Approach to Bedfast and Floating Thermokarst Lake Ice Mapping using SAR imagery: Old Crow Flats, Yukon, Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Rabbits: Nutrition, Reproduction, Health","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":"Thermokarst; Permafrost; Arctic; Cryosphere; Synthetic aperture radar; Shelf ice; Snow; Sea ice","score_opus":0.015804487709352215,"score_gpt":0.19080991650415413,"score_spread":0.1750054287948019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996931119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974403,0.00032840302,0.000010013532,0.001253076,0.00022797719,0.00034286783,0.00006193181,0.000053954747,0.00028150578],"genre_scores_gemma":[0.8935125,0.00023266973,0.0058545214,0.000090068155,0.00053998514,8.225597e-7,0.005237448,0.00001418138,0.09451781],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9980401,0.00018698747,0.00021675769,0.0007709428,0.00037008667,0.0004151604],"domain_scores_gemma":[0.9989369,0.00005212981,0.00034420582,0.00011987686,0.00034749808,0.00019937889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003204685,0.00028496725,0.00046994392,0.00007018861,0.0010103607,0.00007909057,0.00025662384,0.00022522514,0.000090254325],"category_scores_gemma":[0.000051717492,0.00019820823,0.00009402479,0.00060399354,0.000056011962,0.00024949718,0.00009079132,0.00037076688,0.0000023904631],"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":[0.0005979507,0.00059608486,0.15443647,0.004451231,0.0005727242,0.00022193862,0.21903925,0.0025379567,0.53074837,0.00016833792,0.005206531,0.081423186],"study_design_scores_gemma":[0.0004381748,0.00015137321,0.19154914,0.00074096833,0.0001292086,0.00004771712,0.79621905,0.0024024292,0.001715585,0.000028184075,0.0055387807,0.0010393905],"about_ca_topic_score_codex":0.8382481,"about_ca_topic_score_gemma":0.9777426,"teacher_disagreement_score":0.5771798,"about_ca_system_score_codex":0.00022113623,"about_ca_system_score_gemma":0.00012207068,"threshold_uncertainty_score":0.8082697},"labels":[],"label_agreement":null},{"id":"W6996960999","doi":"","title":"Towards Effective Watershed Governance: A Case Study of the Grand River Basin","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Watershed; Corporate governance; Watershed management; Variety (cybernetics); Drainage basin","score_opus":0.00755984923845015,"score_gpt":0.20672111185862832,"score_spread":0.19916126262017816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996960999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973009,0.00003754168,2.2737267e-7,0.0002252796,0.00028207284,0.0012875218,0.00012313513,0.000016638225,0.0007266362],"genre_scores_gemma":[0.87911946,0.000038874008,0.000018635954,0.000011257612,0.000008545032,0.000005726493,0.00003017381,0.000018050036,0.12074931],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981475,0.00027552678,0.00014847053,0.0004820604,0.00067823107,0.00026822655],"domain_scores_gemma":[0.9988487,0.000047485217,0.0004704007,0.0005344568,0.00004189449,0.000057069436],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026092833,0.00024980697,0.00042706603,0.000035275818,0.0004333934,0.0000085853735,0.0006398351,0.00013757896,0.0033621606],"category_scores_gemma":[0.000029363076,0.00022178538,0.00022675048,0.0003780963,0.00030931205,0.00020840691,0.0004853347,0.0003205261,0.000012934296],"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":[0.00058677664,0.0007056907,0.0176876,0.00028550669,0.00011020445,0.0008149657,0.975153,0.00026364723,0.00033852772,0.000008173329,0.0015797033,0.0024661885],"study_design_scores_gemma":[0.0013145217,0.00042556174,0.17461061,0.00003889765,0.00022632707,0.000028411101,0.82143533,0.000021650765,0.00065305433,0.000070218324,0.0009354827,0.00023994455],"about_ca_topic_score_codex":0.42566973,"about_ca_topic_score_gemma":0.33493128,"teacher_disagreement_score":0.15692301,"about_ca_system_score_codex":0.00063248724,"about_ca_system_score_gemma":0.000034567536,"threshold_uncertainty_score":0.9975489},"labels":[],"label_agreement":null},{"id":"W6996981758","doi":"","title":"Together I Strive: The Motivational Benefits of Shared Reality with Instrumental Others","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social and Intergroup 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":"University of Waterloo","funders":"","keywords":"Component (thermodynamics); Perception; Virtual reality; Goal pursuit; Affect (linguistics)","score_opus":0.026352513818274057,"score_gpt":0.2671555487556155,"score_spread":0.24080303493734143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996981758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891314,0.000017098067,0.0000011526959,0.0025210923,0.0003115209,0.0002336263,0.00013202359,0.00003444803,0.007617665],"genre_scores_gemma":[0.5988769,0.00010245197,0.00008795345,0.000030997868,0.00009405681,9.921313e-7,0.0003769702,0.000020667077,0.40040898],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989772,0.00013070532,0.00010045332,0.0002132046,0.00039402925,0.0001844019],"domain_scores_gemma":[0.99926275,0.00007133889,0.00029127477,0.00014554139,0.00018467486,0.000044442848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021959205,0.00011724824,0.00022516809,0.00009511162,0.0003450848,0.0000115126195,0.00043544348,0.00023161534,0.00067232194],"category_scores_gemma":[0.000022346816,0.00010071344,0.000110739544,0.00030691415,0.0004206156,0.00013392551,0.00002818012,0.0001544929,0.000020872689],"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":[0.00042879203,0.000090803565,0.008309331,0.00005038473,0.0002804633,0.0000027013114,0.97212493,0.000014379616,0.00029102052,0.007424368,0.0054614334,0.0055214125],"study_design_scores_gemma":[0.00038250402,0.00010722804,0.18304762,0.000109900306,0.00005479146,1.3828728e-7,0.8148537,0.0000019895829,0.00010961711,0.0004445298,0.0007623016,0.00012565336],"about_ca_topic_score_codex":0.2172055,"about_ca_topic_score_gemma":0.42665341,"teacher_disagreement_score":0.39279133,"about_ca_system_score_codex":0.00008057746,"about_ca_system_score_gemma":0.00012659904,"threshold_uncertainty_score":0.7880072},"labels":[],"label_agreement":null},{"id":"W6996985949","doi":"","title":"A Transport-Economic Analysis Framework for Border Crossing Infrastructure Investment Policies","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Computable general equilibrium; Stylized fact; Investment (military); Border crossing; Queueing theory; Level crossing; Welfare; Government (linguistics); Economic impact analysis","score_opus":0.009417020823161931,"score_gpt":0.26359209469589767,"score_spread":0.25417507387273575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996985949","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":[0.99352914,0.00010528723,0.000102712496,0.0030359006,0.00031173744,0.0003682483,0.001198983,0.000022633178,0.0013253835],"genre_scores_gemma":[0.17421694,0.00018006325,0.0026822232,0.00044518834,0.0001861693,0.0000019009477,0.00055326876,0.00002740849,0.82170683],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898434,0.000034907018,0.00012247443,0.00030546758,0.00019357368,0.00035924057],"domain_scores_gemma":[0.99911386,0.00006669332,0.00036151428,0.00023759359,0.000077078694,0.00014323599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189509,0.00018054283,0.0004581006,0.0003205101,0.0006546722,0.00006401824,0.00037949384,0.00046159182,0.0006625429],"category_scores_gemma":[0.000021736894,0.00023234519,0.000413401,0.0003214336,0.00028421823,0.00020250345,0.000010006273,0.0001762921,0.000012838492],"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":[0.00013657479,0.00001604364,0.0034679035,0.00018757547,0.0007976702,0.0000035149533,0.92745006,0.0010248715,0.00002679546,0.05932751,0.0065608406,0.0010006488],"study_design_scores_gemma":[0.00081180787,0.000093256596,0.16084513,0.00027859808,0.0024015547,2.2596426e-7,0.5169095,0.00024192301,0.0001016207,0.011469786,0.30590087,0.0009457269],"about_ca_topic_score_codex":0.85382164,"about_ca_topic_score_gemma":0.9429246,"teacher_disagreement_score":0.82038146,"about_ca_system_score_codex":0.0003690197,"about_ca_system_score_gemma":0.0008845343,"threshold_uncertainty_score":0.94747615},"labels":[],"label_agreement":null},{"id":"W6997103863","doi":"","title":"The use of a filter product to remove phosphorus from surface runoff in agricultural fields","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Filter (signal processing); Phosphorus; Surface runoff; Suspended solids; Geotextile; Clogging; Raw material","score_opus":0.02241265596738404,"score_gpt":0.20734434289783055,"score_spread":0.1849316869304465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997103863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969372,0.0001764334,0.0000010573395,0.0018165571,0.00039760047,0.00034753376,0.00009176382,0.000019520934,0.00021231054],"genre_scores_gemma":[0.5795067,0.0003574234,0.00073177257,0.00009983625,0.000022839766,5.0381175e-7,0.00015776993,0.000018723305,0.41910446],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866474,0.00012268008,0.00014932845,0.00050197635,0.00030524583,0.00025603783],"domain_scores_gemma":[0.9990221,0.00022313574,0.00018296951,0.0004051287,0.00010464551,0.000062005056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056542365,0.00020032772,0.00031662625,0.0000736621,0.00013235182,0.00004396993,0.0004921686,0.00016419895,0.00010404541],"category_scores_gemma":[0.00020213771,0.00016642682,0.00014827418,0.00041761363,0.00007893609,0.00019683663,0.00010801186,0.00026373786,0.0000204527],"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":[0.0010820911,0.00028314439,0.0009332004,0.00015820797,0.00007276736,0.00014808927,0.2369005,0.0009816869,0.7306432,0.00017396321,0.021777542,0.006845596],"study_design_scores_gemma":[0.0009773422,0.0001520549,0.1288292,0.00048893574,0.00005315789,0.0000023436335,0.1912874,0.00010048431,0.671079,0.00011174723,0.0062912493,0.0006271246],"about_ca_topic_score_codex":0.054067492,"about_ca_topic_score_gemma":0.12507498,"teacher_disagreement_score":0.41889215,"about_ca_system_score_codex":0.000039985196,"about_ca_system_score_gemma":0.000066695146,"threshold_uncertainty_score":0.9522315},"labels":[],"label_agreement":null},{"id":"W6997108219","doi":"","title":"Understanding the Strategic Engagement of Partner Organizations in Large Cross-Sector Social Partnerships Implementing Community Sustainability Plans","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Sustainability; Sustainability organizations; Social sustainability; Strategic planning; Sustainability science; Sustainable development; Strategic leadership; Community engagement","score_opus":0.09947443425230977,"score_gpt":0.2923099229138662,"score_spread":0.19283548866155642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997108219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953035,0.0000041816184,0.00007869696,0.00025174074,0.000082567865,0.0006615521,0.000067753375,0.000020858231,0.0035291272],"genre_scores_gemma":[0.97528017,0.000009680855,0.00005045906,0.000010072312,0.000018257651,0.0000017016941,0.00038132296,0.000021978203,0.02422639],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977554,0.00067230634,0.00029454927,0.00030008488,0.00045366123,0.000524014],"domain_scores_gemma":[0.99880975,0.000106064894,0.00045780576,0.0004903153,0.000080853046,0.000055235265],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016809518,0.00023504463,0.0003300126,0.000119884346,0.0013901375,0.000043603446,0.0008677599,0.0001711352,0.0026473887],"category_scores_gemma":[0.000043530392,0.00023565957,0.00010531305,0.0006214575,0.0004183903,0.00020015359,0.0007054775,0.0005363599,0.000017851336],"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":[0.0002109737,0.0007348547,0.15596911,0.001281187,0.00022743204,0.000015989124,0.8280954,0.0024125443,0.00023671868,0.009305498,0.0014548564,0.00005545899],"study_design_scores_gemma":[0.0006956061,0.00007908427,0.08535554,0.00005133344,0.000101952784,1.3102114e-7,0.9103551,0.00078686466,0.0001462143,0.0017891453,0.0004002092,0.00023883542],"about_ca_topic_score_codex":0.03351676,"about_ca_topic_score_gemma":0.5330906,"teacher_disagreement_score":0.4995738,"about_ca_system_score_codex":0.0009864571,"about_ca_system_score_gemma":0.000062766776,"threshold_uncertainty_score":0.99990994},"labels":[],"label_agreement":null},{"id":"W6997132825","doi":"","title":"Understanding species life-history and ecology for improved conservation and recovery of the threatened Silver Shiner, Notropis photogenis","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Threatened species; Notropis; Spawn (biology); Population; Endangered species; Conservation status; Overexploitation","score_opus":0.027522453183608506,"score_gpt":0.1823835786489525,"score_spread":0.15486112546534397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997132825","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":[0.9958917,0.000060382514,0.000011429283,0.001787033,0.0003655436,0.00047618867,0.000040359686,0.000009649708,0.001357737],"genre_scores_gemma":[0.37568998,0.0015633181,0.00060951576,0.00045595758,0.000015323329,0.000007543815,0.00018443038,0.000023505097,0.6214504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994278,0.000041000476,0.0000870296,0.00023889616,0.00007973515,0.00012557064],"domain_scores_gemma":[0.99951893,0.000084785504,0.00024404452,0.00011741441,0.000012031687,0.000022813681],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000111713984,0.00011748193,0.00023992981,0.000058150144,0.00034827465,0.000003201456,0.00014396918,0.00011049639,0.0009693316],"category_scores_gemma":[0.000027030948,0.00011564211,0.000066597204,0.000057663958,0.0003669511,0.00012254596,0.00022767861,0.0000876555,7.9598937e-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":[0.0034345433,0.00028968818,0.4356507,0.0014821463,0.0015371034,0.00000867943,0.16643976,0.00022844944,0.043688357,0.002642374,0.34411907,0.0004791381],"study_design_scores_gemma":[0.0012995524,0.0003861668,0.868868,0.00002346693,0.00046620794,7.0023515e-7,0.12003442,0.00032789173,0.00028262395,0.0013687435,0.0066742282,0.00026802768],"about_ca_topic_score_codex":0.008751279,"about_ca_topic_score_gemma":0.2526934,"teacher_disagreement_score":0.6202017,"about_ca_system_score_codex":0.0003070703,"about_ca_system_score_gemma":0.000020767102,"threshold_uncertainty_score":0.9999439},"labels":[],"label_agreement":null},{"id":"W6997167267","doi":"","title":"Waste Diversion and Reduction in a Green Office Building: A Social Practice Theory Lens","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Sustainability in Business","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":"University of Waterloo","funders":"","keywords":"Sustainability; Cleaner production; Municipal solid waste; Scale (ratio); Best practice; Waste disposal; Employee morale; Data collection; Waste collection","score_opus":0.010206454447943967,"score_gpt":0.20561218428798422,"score_spread":0.19540572984004026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997167267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960695,0.00003454522,0.000002499858,0.002603117,0.00029487096,0.00037943883,0.000005310703,0.00007595511,0.00053476373],"genre_scores_gemma":[0.8181136,0.00015418488,0.00027461888,0.000090308466,0.00047671262,0.0000019243967,0.0005751719,0.00008332001,0.18023014],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988092,0.00004891492,0.00013677549,0.00043161304,0.00031608745,0.0002573815],"domain_scores_gemma":[0.99922204,0.00005766203,0.0004018241,0.00016440469,0.00014315026,0.000010921938],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046116966,0.00022642301,0.000302946,0.0005545614,0.00033416256,0.000053115124,0.00024310408,0.0002720037,0.000069071386],"category_scores_gemma":[0.000085818916,0.00028681944,0.000085793305,0.0005261379,0.00015017844,0.0017942291,0.00029868737,0.00027374146,0.00005950883],"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":[0.024565302,0.0028579978,0.026231319,0.030501142,0.0012335763,0.0015017961,0.729684,0.0011988421,0.041059658,0.034332737,0.015527744,0.09130588],"study_design_scores_gemma":[0.0011923972,0.000026992915,0.1124769,0.00028690742,0.00047282805,0.0000029168,0.8804579,0.00018785128,0.00007454291,0.00165138,0.0026386364,0.0005307947],"about_ca_topic_score_codex":0.11915702,"about_ca_topic_score_gemma":0.013522643,"teacher_disagreement_score":0.17969538,"about_ca_system_score_codex":0.00019635668,"about_ca_system_score_gemma":0.00002283529,"threshold_uncertainty_score":0.9999584},"labels":[],"label_agreement":null},{"id":"W6997200947","doi":"","title":"Using paleolimnology to assess influence of Peace River regulation on lakes along two transects in the northern portion of the Peace-Athabasca Delta","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Delta; Transect; Sediment; Hydrology (agriculture); Floodplain; Paleolimnology; Flood myth; River delta; Water level; Climate change; Sedimentary budget","score_opus":0.027104346721965704,"score_gpt":0.24669993628168777,"score_spread":0.21959558955972205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997200947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998639,0.00011674576,0.0000026687399,0.00043797548,0.00011630495,0.00038555101,0.000065740314,0.0000059205663,0.00023009043],"genre_scores_gemma":[0.9973098,0.00004032821,0.00009013924,0.000017318253,0.000006794007,2.9755847e-7,0.00033662654,0.0000034372,0.0021952267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982859,0.000629062,0.00018798283,0.00027033227,0.00038496894,0.00024177435],"domain_scores_gemma":[0.99896765,0.00022765984,0.00032598665,0.00031482874,0.00013140736,0.000032486747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053946604,0.00014628509,0.00031529905,0.00030496632,0.00024917172,0.0000041006106,0.0006500336,0.00019359756,0.0003099812],"category_scores_gemma":[0.000041330888,0.00011755306,0.00011207039,0.0004636938,0.0002657893,0.00012389974,0.000022270624,0.00040759754,0.0000071159675],"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":[0.00036927225,0.000031757987,0.88835794,0.000102533726,0.00003057571,0.000019263296,0.06829826,0.04209388,0.00040753742,0.000033855074,0.0000084735375,0.00024667446],"study_design_scores_gemma":[0.0003212572,0.0001923916,0.96229744,0.000089127556,0.00005909726,0.000011010583,0.0357856,0.0007301509,0.00030881425,0.00008649773,0.000014597634,0.000104026025],"about_ca_topic_score_codex":0.091292776,"about_ca_topic_score_gemma":0.8612724,"teacher_disagreement_score":0.76997966,"about_ca_system_score_codex":0.000006309854,"about_ca_system_score_gemma":0.00013196716,"threshold_uncertainty_score":0.9147584},"labels":[],"label_agreement":null},{"id":"W6997256418","doi":"","title":"Unlocking the Power of GWF Research: Introducing an AI-Driven Portal for Enhanced Accessibility and User-Friendly Experience!","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Power (physics); Futures contract; Excellence; Carnot cycle","score_opus":0.03979041841387247,"score_gpt":0.3103354351430361,"score_spread":0.2705450167291636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997256418","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":[0.993892,0.00007367409,0.00017666967,0.0006440725,0.00026754817,0.0015123059,0.00058883085,0.0003734348,0.0024714505],"genre_scores_gemma":[0.47531834,0.00005172265,0.0027660178,0.000008016028,0.00013505136,0.0000059172567,0.000067372566,0.0007679457,0.5208796],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965854,0.00039606538,0.00023370518,0.0011647311,0.00087271153,0.00074738084],"domain_scores_gemma":[0.997003,0.00024029988,0.0005817711,0.001484244,0.0004947867,0.00019587863],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014518532,0.00038580986,0.0007649514,0.0008694646,0.0004503292,0.0000613685,0.0013462283,0.0003870449,0.00081789965],"category_scores_gemma":[0.0002465283,0.0003554462,0.00019526201,0.00083608733,0.0017336707,0.0006086527,0.00083520834,0.00052233733,0.00005795304],"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":[0.0013764013,0.00048282967,0.0063059465,0.001029819,0.0007980582,0.00008360862,0.6089014,0.00010304825,0.09863539,0.0011515436,0.2796836,0.001448361],"study_design_scores_gemma":[0.0032153393,0.0013345262,0.009536146,0.0014402573,0.000314578,0.0000075146822,0.9188151,0.0005506538,0.019998377,0.00019594295,0.04326468,0.0013268925],"about_ca_topic_score_codex":0.043935135,"about_ca_topic_score_gemma":0.15033919,"teacher_disagreement_score":0.51857364,"about_ca_system_score_codex":0.00014890115,"about_ca_system_score_gemma":0.00017348066,"threshold_uncertainty_score":0.99988973},"labels":[],"label_agreement":null},{"id":"W6997269659","doi":"","title":"An In-Vitro and Finite Element Investigation on the Efficacy of Unloader Knee Braces on Meniscus Strain and Tibiofemoral Pressure","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Knee injuries and reconstruction techniques","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":"University of Waterloo","keywords":"Cadaveric spasm; Brace; Medial meniscus; Meniscus; Lateral meniscus; Knee Joint; Anterior cruciate ligament; Valgus; Medial collateral ligament","score_opus":0.015162399995170044,"score_gpt":0.23623636816022917,"score_spread":0.22107396816505911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997269659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750805,0.000048067206,4.701367e-7,0.0016620434,0.00007275087,0.00047303937,0.00009887254,0.00003940241,0.00009730251],"genre_scores_gemma":[0.9621186,0.00016879411,0.00044140208,0.000027857952,0.000028584911,9.0982314e-7,0.0003413847,0.000019244457,0.036853183],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992532,0.00006442855,0.00014205117,0.00023647853,0.00019193022,0.000111879184],"domain_scores_gemma":[0.9993964,0.000087035696,0.0002138963,0.00018167289,0.000060687962,0.0000603189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014411767,0.00014921674,0.00032456536,0.0003129438,0.00008344262,0.000010601354,0.000070194306,0.00019505726,0.000043394717],"category_scores_gemma":[0.000019750923,0.00011736528,0.00005260622,0.00012234467,0.00018663354,0.00006673368,0.000018480765,0.0002350764,0.0000015250786],"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":[0.009511897,0.00068580033,0.01119035,0.004428534,0.0008599352,0.00008002234,0.3950221,0.00012223495,0.4372822,0.0023675645,0.0023480859,0.13610129],"study_design_scores_gemma":[0.0044333264,0.0051384824,0.20806414,0.002668107,0.0007416376,0.000008625768,0.38524044,0.0007556561,0.39058116,0.001089694,0.00065215246,0.0006265731],"about_ca_topic_score_codex":0.002478439,"about_ca_topic_score_gemma":0.0020637924,"teacher_disagreement_score":0.19687378,"about_ca_system_score_codex":0.000016675387,"about_ca_system_score_gemma":0.00004170218,"threshold_uncertainty_score":0.47860172},"labels":[],"label_agreement":null},{"id":"W6997276396","doi":"","title":"On the Use of MODIS for Lake and Land Surface Temperature Investigations in the Regions of Great Bear Lake and Great Slave Lake, N.W.T.","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; European Space Agency","keywords":"Satellite; Satellite imagery; Digital elevation model; Structural basin; Atmospheric temperature","score_opus":0.034764914006285993,"score_gpt":0.20666755380883356,"score_spread":0.17190263980254755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997276396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99777263,0.000031180232,5.040494e-7,0.0010458024,0.000027218888,0.000380958,0.00034473964,0.000004513572,0.00039246035],"genre_scores_gemma":[0.90388685,0.0011441346,0.000871089,0.00011801038,0.000009963047,0.0000039043434,0.00033937072,0.000019574558,0.093607076],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992943,0.00005433072,0.000090398746,0.00022874164,0.00019204723,0.0001401783],"domain_scores_gemma":[0.9993955,0.00017007174,0.00014876624,0.00022185154,0.000029711933,0.00003409715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015735764,0.0001363819,0.00021929709,0.00005219824,0.00026137437,0.0000150878395,0.00022833087,0.00011256298,0.0001079063],"category_scores_gemma":[0.00003608839,0.00009052106,0.00005580092,0.00019809068,0.0006368174,0.0001953758,0.00006481716,0.000116125586,0.0000022203103],"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":[0.00038577363,0.000177828,0.42719,0.0003681205,0.00014902456,0.000012952129,0.54976237,0.0005652221,0.004637938,0.0028168447,0.01354748,0.00038644872],"study_design_scores_gemma":[0.0009401429,0.0004342482,0.8207789,0.00042161375,0.0002871492,0.000004290323,0.16997342,0.00022056642,0.0010910411,0.0024974907,0.002971621,0.00037949326],"about_ca_topic_score_codex":0.0083064,"about_ca_topic_score_gemma":0.70433134,"teacher_disagreement_score":0.6960249,"about_ca_system_score_codex":0.000008261101,"about_ca_system_score_gemma":0.000011265218,"threshold_uncertainty_score":0.9982974},"labels":[],"label_agreement":null},{"id":"W6997294696","doi":"","title":"Using Decision Trees to Examine the Influence of the School Environment on Youth Mental Health","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mental Health Research Topics","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; Decision tree; Psychosocial; Context (archaeology); CHAID; Public health; Psychological intervention; Intervention (counseling)","score_opus":0.052783993250242946,"score_gpt":0.33080412392066905,"score_spread":0.2780201306704261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997294696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958821,0.00017039936,0.0000022045172,0.0018193078,0.0004052377,0.0012068364,0.00025593417,0.0000087161225,0.0002492548],"genre_scores_gemma":[0.7376533,0.0001823291,0.0004761026,0.00031029008,0.00003466551,0.000003188579,0.00022572478,0.000036334743,0.26107806],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978638,0.00037679018,0.00021422273,0.00037541558,0.00082198344,0.0003477752],"domain_scores_gemma":[0.99861354,0.00007042527,0.000370689,0.00074292015,0.00003038394,0.00017201688],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048659276,0.00018437377,0.00030409024,0.00020864459,0.0006084197,0.000007126586,0.0008583268,0.0001100847,0.0022308552],"category_scores_gemma":[0.000020070695,0.00014358273,0.00011933048,0.00023448496,0.00010650603,0.000054029628,0.0002846621,0.00048665144,0.00006423918],"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":[0.0038330236,0.0008071639,0.00721759,0.000455749,0.00028332515,0.000016149495,0.949221,0.006181945,0.003260425,0.000598959,0.0049482733,0.02317636],"study_design_scores_gemma":[0.0010407836,0.0011484844,0.37778836,0.00045714408,0.00006116522,0.0000026310595,0.6138707,0.000049064703,0.0002603344,0.00003799177,0.0050664847,0.00021686772],"about_ca_topic_score_codex":0.086235955,"about_ca_topic_score_gemma":0.024091328,"teacher_disagreement_score":0.37057075,"about_ca_system_score_codex":0.0005313217,"about_ca_system_score_gemma":0.00015373845,"threshold_uncertainty_score":0.99868125},"labels":[],"label_agreement":null},{"id":"W6997339153","doi":"","title":"Visual Inputs and Motor Outputs as Indivduals Walk Through Dynamically Changing Environments","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Motor Control and Adaptation","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":"University of Waterloo","funders":"","keywords":"Action (physics); Noise (video); Work (physics); Feature (linguistics); Limiting; Perception","score_opus":0.009947658091969874,"score_gpt":0.21224992195907605,"score_spread":0.20230226386710617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997339153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800867,0.000049185543,0.00014349842,0.0003222155,0.00023800896,0.0004279911,0.00006886871,0.00004772704,0.00069380685],"genre_scores_gemma":[0.6373222,0.00011365994,0.00027176453,0.00008600751,0.000040186005,0.0000010297622,0.0002568705,0.000027656284,0.36188066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983389,0.00009407451,0.00015700473,0.00058403885,0.00046666496,0.00035931112],"domain_scores_gemma":[0.99931633,0.000057603702,0.00033923698,0.00017598555,0.000023973234,0.000086894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008485622,0.00028750123,0.00037761853,0.0002935082,0.00030279867,0.000040538605,0.00026264467,0.00028631985,0.000077036086],"category_scores_gemma":[0.000033359698,0.00033286453,0.00011732925,0.00015177687,0.00011147849,0.0004138063,0.0000930854,0.0002183377,0.00007579864],"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":[0.0003900493,0.0002254044,0.00020373389,0.00022916174,0.00005122554,0.00014913351,0.077848464,0.000034539393,0.9143351,0.0009225906,0.000065532506,0.005545107],"study_design_scores_gemma":[0.022548866,0.0052977134,0.29698166,0.0028548324,0.002239212,0.00009714659,0.25382,0.02110523,0.35711172,0.0066635585,0.022857293,0.008422751],"about_ca_topic_score_codex":0.0058546616,"about_ca_topic_score_gemma":0.002570652,"teacher_disagreement_score":0.5572233,"about_ca_system_score_codex":0.00007374292,"about_ca_system_score_gemma":0.0000355398,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W6997371972","doi":"","title":"Victim Services’ Implementation of Mobile Tracking Systems for Victims of High-Risk Gender-Based Violence Cases in Ontario","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Law in Society and Culture","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":"Regional Municipality of Waterloo","funders":"","keywords":"Law enforcement; Tracking system; Mobile device; Mobile technology; Service provider; Context (archaeology); Government (linguistics); Tracking (education)","score_opus":0.02012938065067845,"score_gpt":0.26653071276324003,"score_spread":0.24640133211256157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997371972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99818414,0.00013177957,0.0000073088536,0.0000255495,0.00041252666,0.0008761436,0.00025967017,0.000032282554,0.00007057235],"genre_scores_gemma":[0.9861996,0.0005022393,0.00029175592,0.0000032925286,0.000028612185,0.000007985962,0.000817088,0.00001696425,0.012132433],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99867296,0.00012700318,0.00025012885,0.000285931,0.00041662814,0.00024735468],"domain_scores_gemma":[0.99849695,0.00013467242,0.0007652906,0.00016111073,0.000391273,0.000050696206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000439627,0.00016026139,0.00044890182,0.00007375585,0.000312521,0.000017298926,0.00034844925,0.00036045312,0.00011696794],"category_scores_gemma":[0.000007811161,0.00018774185,0.000212043,0.00032059033,0.00010118698,0.00023152707,0.000019692507,0.00017851894,0.0000024564524],"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":[0.00014242517,0.000085013366,0.019523615,0.0016124947,0.00012206503,0.000006475505,0.97490275,0.0017793523,0.0004332957,0.00030580253,0.00009272453,0.0009939735],"study_design_scores_gemma":[0.000763589,0.00014479237,0.026387101,0.0005907909,0.00020163039,1.18383035e-7,0.97026455,0.000064283195,0.001014392,0.00016773386,0.00022353003,0.00017746027],"about_ca_topic_score_codex":0.97588176,"about_ca_topic_score_gemma":0.99347544,"teacher_disagreement_score":0.017593695,"about_ca_system_score_codex":0.0003015921,"about_ca_system_score_gemma":0.0004443971,"threshold_uncertainty_score":0.76558906},"labels":[],"label_agreement":null},{"id":"W6997394149","doi":"","title":"Virtual Frameworks for Source Migration","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Model-Driven Software Engineering 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":"University of Waterloo","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Liquation; Dysgeusia; Emperipolesis; Durvalumab; Proteogenomics","score_opus":0.006130646345851033,"score_gpt":0.19346929378013736,"score_spread":0.18733864743428633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997394149","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":[0.14519899,0.000034266723,0.85335577,0.00028048147,0.0002776752,0.00031072457,0.00001498388,0.0004927502,0.000034362518],"genre_scores_gemma":[0.01096425,0.0000253838,0.69080544,0.000016395765,0.00006658404,0.0000034211737,0.0006169845,0.00003850532,0.29746306],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890244,0.000024753337,0.00012941533,0.00043615725,0.0002638624,0.00024335046],"domain_scores_gemma":[0.99892735,0.00004736447,0.00022331224,0.0005191106,0.00022371973,0.00005913775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011588552,0.00023581255,0.00031630174,0.00029507474,0.00013441392,0.0000469685,0.0009518639,0.0007095808,0.000006755352],"category_scores_gemma":[0.0000046476202,0.00030185055,0.00019948541,0.00019251725,0.000030594874,0.00035810552,0.00008341244,0.00035966295,0.000008638938],"study_design_candidate":"simulation_or_modeling","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":[0.00029747156,0.0004199999,0.0003793638,0.0012034214,0.0003655383,0.00004534868,0.2637341,0.019840509,0.008142063,0.16487628,0.12627198,0.41442394],"study_design_scores_gemma":[0.0027883889,0.002048475,0.005001248,0.0022727866,0.0005268579,0.000013144981,0.014410847,0.6555176,0.039918117,0.009119846,0.26394546,0.0044372743],"about_ca_topic_score_codex":0.007835612,"about_ca_topic_score_gemma":0.009861823,"teacher_disagreement_score":0.63567704,"about_ca_system_score_codex":0.00008143256,"about_ca_system_score_gemma":0.000060358296,"threshold_uncertainty_score":0.9999434},"labels":[],"label_agreement":null},{"id":"W6997429704","doi":"","title":"The White House, and Other Counter-Narratives from the Lockdown","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spatial and Cultural 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":"White (mutation); Metaphor; Architecture; Subject (documents); Identity (music); Face (sociological concept); Counterpoint; Symbol (formal); National identity; Meaning (existential)","score_opus":0.01329523614737457,"score_gpt":0.2257246828436011,"score_spread":0.21242944669622651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997429704","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":[0.97876066,0.0018666884,3.349845e-7,0.013293437,0.00039028568,0.0002341593,0.000072928866,0.000043692256,0.0053377924],"genre_scores_gemma":[0.14408393,0.0016400667,0.000029040373,0.00011701144,0.00015137257,0.00000194967,0.000044724122,0.000017351116,0.85391456],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990726,0.00018192574,0.000059677266,0.00018756755,0.00032817398,0.00017004726],"domain_scores_gemma":[0.99950904,0.00009813492,0.00015650873,0.0001221825,0.00007947072,0.00003467225],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00017420365,0.00012292042,0.00016942706,0.000015259093,0.0033780076,0.00006487798,0.0004252838,0.0000850167,0.0008465148],"category_scores_gemma":[0.000016623566,0.000076888464,0.00008066789,0.00011634811,0.0004501226,0.000093403214,0.00008242178,0.00017673343,0.000013974946],"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":[0.00007495286,0.00000971058,0.0033712138,0.000004423565,0.00011453463,0.0000019055093,0.9812746,8.971509e-7,0.00004186254,0.0007914148,0.012356109,0.0019583488],"study_design_scores_gemma":[0.00009370259,0.000023008635,0.014176916,0.000018737494,0.000037519538,4.3187832e-8,0.74972636,9.310559e-7,0.0000046457535,0.0003464132,0.2354839,0.000087835826],"about_ca_topic_score_codex":0.38034847,"about_ca_topic_score_gemma":0.9058068,"teacher_disagreement_score":0.8485767,"about_ca_system_score_codex":0.00004731975,"about_ca_system_score_gemma":0.000047762966,"threshold_uncertainty_score":0.99791944},"labels":[],"label_agreement":null},{"id":"W6998423563","doi":"","title":"Advanced Traffic Signal Control Using Bluetooth Detectors","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Bluetooth; Detector; SIGNAL (programming language); Set (abstract data type); Signal timing; Floating car data; Induction loop; Field (mathematics)","score_opus":0.005891075564132062,"score_gpt":0.1820263267302738,"score_spread":0.17613525116614173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998423563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99267215,0.00009564489,0.003289437,0.000012863489,0.00053100084,0.00032645333,0.000036205463,0.0023230235,0.0007132555],"genre_scores_gemma":[0.9760664,0.00010733448,0.0034143846,0.0000056889357,0.00005288998,6.429209e-7,0.00012181444,0.000050554358,0.020180283],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991989,0.000019827916,0.000119771255,0.0002302539,0.00019331757,0.0002378893],"domain_scores_gemma":[0.9995434,0.000010477694,0.00009762002,0.00019832878,0.00007529575,0.00007484576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006670446,0.00024057779,0.00032571456,0.00034017602,0.00010509263,0.00001505484,0.0002638066,0.0002515641,0.00015441113],"category_scores_gemma":[0.000002220503,0.0003072048,0.0001485086,0.00015137288,0.000055234937,0.00019861448,0.000014833519,0.00018788668,0.000022531283],"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":[0.0017830776,0.00038051998,0.00015155395,0.0049507767,0.003247724,0.0002414717,0.18364653,0.20389803,0.1966741,0.00028421177,0.07756106,0.32718095],"study_design_scores_gemma":[0.006676375,0.00085853646,0.0031052881,0.001577247,0.0019032288,0.000008812605,0.16368638,0.76714396,0.031502876,0.000046220706,0.020669054,0.0028220392],"about_ca_topic_score_codex":0.00046585745,"about_ca_topic_score_gemma":0.007985907,"teacher_disagreement_score":0.5632459,"about_ca_system_score_codex":0.00010571163,"about_ca_system_score_gemma":0.000022079283,"threshold_uncertainty_score":0.999938},"labels":[],"label_agreement":null},{"id":"W6998432057","doi":"","title":"Advancing the Extraction of Mechanical Properties from Biaxial Data","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Elasticity and Material Modeling","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":"Blackberry (Canada)","funders":"","keywords":"Deformation (meteorology); Anisotropy; Displacement (psychology); Consistency (knowledge bases); Characterization (materials science); Planar; Isotropy; Range (aeronautics)","score_opus":0.025180897403125003,"score_gpt":0.20913569824878103,"score_spread":0.18395480084565602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998432057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977773,0.000081726,0.00045090436,0.00007127048,0.0011723444,0.00013069955,0.0001472471,0.00013165003,0.000036855832],"genre_scores_gemma":[0.978914,0.000499801,0.001934099,0.000002107758,0.0001581571,4.6144208e-7,0.0014318556,0.000056536774,0.01700293],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99934775,0.000025128726,0.0001243465,0.00018624202,0.00017425836,0.00014226488],"domain_scores_gemma":[0.9994195,0.00004899941,0.000090836664,0.0003558146,0.000056404268,0.000028457685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011118012,0.0001313264,0.00025164252,0.00008254458,0.0000872529,0.000012051723,0.00045848032,0.0001840736,0.00005466402],"category_scores_gemma":[0.000026982707,0.00012224956,0.000053259602,0.00008108985,0.000027065433,0.00024119175,0.000096878764,0.0001915346,0.0000253159],"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":[0.00028852915,0.000028567758,0.0000055346204,0.0009135674,0.0002616746,0.000012318285,0.04708609,0.016432568,0.9313728,0.00007750236,0.00097185455,0.0025489584],"study_design_scores_gemma":[0.0010606396,0.00015591267,0.0011320343,0.002723083,0.0011456861,0.0000026943676,0.4088402,0.2968734,0.2851832,0.000927617,0.0010057265,0.0009498244],"about_ca_topic_score_codex":0.038113285,"about_ca_topic_score_gemma":0.08030141,"teacher_disagreement_score":0.64618963,"about_ca_system_score_codex":0.000028640894,"about_ca_system_score_gemma":0.000026742277,"threshold_uncertainty_score":0.968292},"labels":[],"label_agreement":null},{"id":"W6998480705","doi":"","title":"Addressing Human Dimensions within the criteria for conservation and sustainable use of Ramsar Wetlands","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coastal wetland ecosystem dynamics","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":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Wetland; Ramsar site; Livelihood; Sustainability; Ecosystem services; Wetland conservation; Vulnerability (computing); Government (linguistics); Sustainable development","score_opus":0.03250655190723302,"score_gpt":0.2452910917970582,"score_spread":0.2127845398898252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998480705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99895144,0.0000061674214,0.0000183519,0.0002785177,0.00010503545,0.00048044455,0.000067532565,0.000024983128,0.000067539724],"genre_scores_gemma":[0.6745768,0.000016770087,0.0006364186,0.000009420442,0.000008897159,0.0000015933068,0.00067702396,0.000025282152,0.32404774],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991915,0.000054562566,0.00014171928,0.0002364542,0.00017256477,0.00020318382],"domain_scores_gemma":[0.99926645,0.0001054165,0.00030455625,0.00022098946,0.00005742167,0.00004517082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030443113,0.0001384293,0.00024986762,0.00008184049,0.0004885128,0.000035252575,0.00017004558,0.00013861655,0.00006126091],"category_scores_gemma":[0.00003796521,0.00012663721,0.00007041013,0.00015948655,0.00013029936,0.00026834555,0.00018519335,0.0000933703,0.000005028574],"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":[0.0022238966,0.0003967119,0.1343869,0.008410973,0.0006465548,0.00015633191,0.6398484,0.00534071,0.14867547,0.004770904,0.05336392,0.0017792124],"study_design_scores_gemma":[0.0019136994,0.0004691252,0.22275779,0.0009770312,0.00062533625,0.0000073895567,0.7177351,0.04955728,0.0013674756,0.0019105757,0.0018748484,0.0008043575],"about_ca_topic_score_codex":0.10432409,"about_ca_topic_score_gemma":0.34646913,"teacher_disagreement_score":0.3243746,"about_ca_system_score_codex":0.000071520844,"about_ca_system_score_gemma":0.000019640405,"threshold_uncertainty_score":0.9016403},"labels":[],"label_agreement":null},{"id":"W6998602294","doi":"","title":"Analyzing the Competitiveness of Transit-Integrated Ridesourcing Systems","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Transportation and Mobility Innovations","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":"TRIPS architecture; Transit (satellite); Public transport; Typology; Dispose pattern","score_opus":0.007422494887539621,"score_gpt":0.18479716993096407,"score_spread":0.17737467504342444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998602294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970715,0.0002608797,0.00096772774,0.00006488185,0.00041298306,0.0002701789,0.00027278735,0.00010767545,0.0005713965],"genre_scores_gemma":[0.96803695,0.00009189582,0.00010671547,0.0000014648385,0.000009611778,0.000001573017,0.0016763634,0.00002637921,0.030049037],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9992903,0.00004617697,0.0002008079,0.00014617543,0.00018306318,0.00013346],"domain_scores_gemma":[0.99938756,0.00004711776,0.00013603558,0.00021604082,0.00018520096,0.000028040775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015641931,0.00015786491,0.00033718473,0.00025995067,0.00017126101,0.00000973081,0.00026840417,0.00010563554,0.00047737794],"category_scores_gemma":[0.0000031670481,0.00016419501,0.00014191575,0.0005050657,0.000055899964,0.00008349866,0.0000055147266,0.00028957485,0.0000027477804],"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":[0.00021943222,0.0001323294,0.00479324,0.0037095842,0.0013070587,0.00003113885,0.346863,0.5920177,0.04280779,0.0058112843,0.00034855958,0.0019588848],"study_design_scores_gemma":[0.0007195599,0.000060489412,0.041332226,0.00050370285,0.000550881,0.000002084532,0.9365784,0.011251662,0.003656225,0.000014668354,0.0048894617,0.00044066165],"about_ca_topic_score_codex":0.018690253,"about_ca_topic_score_gemma":0.030458206,"teacher_disagreement_score":0.58971536,"about_ca_system_score_codex":0.000069814785,"about_ca_system_score_gemma":0.000051877683,"threshold_uncertainty_score":0.98784435},"labels":[],"label_agreement":null},{"id":"W6998609814","doi":"","title":"The Analysis of Seasonally Varying Flow\\nin a Crystalline Rock Watershed Using an\\nIntegrated Surface Water and\\nGroundwater Model","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Surface runoff; Groundwater; Surface water; Subsurface flow; Hydrology (agriculture); Groundwater flow; Evapotranspiration; Bass (fish); Groundwater recharge","score_opus":0.011394979147324385,"score_gpt":0.20211150756241014,"score_spread":0.19071652841508577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998609814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99803597,0.000041111158,0.0009315104,0.0003233018,0.000053052485,0.0002741459,0.000040059804,0.000038160884,0.00026268046],"genre_scores_gemma":[0.85118216,0.00009383269,0.0020354602,0.000017564118,0.000007338637,5.65019e-7,0.0013368382,0.000026927992,0.14529933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980577,0.00015017005,0.0002832282,0.0005973899,0.00040323782,0.00050827663],"domain_scores_gemma":[0.9991726,0.000033344902,0.0002506862,0.0003872012,0.000071086135,0.000085074236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003997213,0.0003859835,0.0006851333,0.00020530504,0.0007142572,0.000037708014,0.000495428,0.00027226997,0.00025901393],"category_scores_gemma":[0.000003847069,0.00027504066,0.00024928202,0.00034022456,0.00029287252,0.0004094449,0.00030302026,0.00023302855,0.00001399823],"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":[0.0004610713,0.000117160715,0.004862488,0.0000807227,0.0015166559,0.000021633705,0.04688421,0.90000093,0.045668293,0.000008318439,0.0002612115,0.00011730532],"study_design_scores_gemma":[0.0006085652,0.000091359056,0.005507736,0.000041629406,0.003321273,9.3251464e-7,0.017238673,0.96730477,0.0051092803,0.00019037873,0.000112574686,0.00047282412],"about_ca_topic_score_codex":0.03534135,"about_ca_topic_score_gemma":0.08467757,"teacher_disagreement_score":0.14685383,"about_ca_system_score_codex":0.00011831896,"about_ca_system_score_gemma":0.000012765986,"threshold_uncertainty_score":0.9999702},"labels":[],"label_agreement":null},{"id":"W6998684580","doi":"","title":"Analyzing Tree Attachments in 2-Crossing-Critical Graphs with a V8 Minor","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Computational Geometry and Mesh Generation","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":"Blackberry (Canada)","funders":"","keywords":"Subdivision; Pairwise comparison; Graph; Treewidth; 1-planar graph; Indifference graph; Tree (set theory)","score_opus":0.013631375753761131,"score_gpt":0.24405384195745541,"score_spread":0.23042246620369428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998684580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942637,0.00007248386,0.0043530804,0.00056697766,0.00033583373,0.00015244423,0.000007701304,0.00008517828,0.00016257657],"genre_scores_gemma":[0.69297063,0.000042586897,0.0435681,0.000022879543,0.000052262396,0.0000019806655,0.00066131837,0.000033972847,0.26264626],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986697,0.00006209619,0.00014108671,0.00049142435,0.00036413665,0.00027159502],"domain_scores_gemma":[0.99924284,0.00008989311,0.00013246592,0.00026951276,0.00017845626,0.00008681446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016799632,0.0001937961,0.00029845658,0.0008383878,0.0002484255,0.00012491127,0.000524018,0.00014880791,0.000014808317],"category_scores_gemma":[0.000019267223,0.00021803126,0.0001024961,0.0011924049,0.00008141403,0.00046903966,0.000083331564,0.00019484115,0.00003443115],"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":[0.001474548,0.0015714038,0.03722311,0.0026901173,0.0009344645,0.0025098321,0.58949804,0.013332951,0.014107951,0.037401482,0.006311005,0.29294512],"study_design_scores_gemma":[0.008218213,0.0024103117,0.70757616,0.0035576955,0.0006067513,0.00005125317,0.13286358,0.120541915,0.0069215596,0.012185545,0.0011981664,0.0038688518],"about_ca_topic_score_codex":0.005696179,"about_ca_topic_score_gemma":0.05783092,"teacher_disagreement_score":0.67035306,"about_ca_system_score_codex":0.00006935986,"about_ca_system_score_gemma":0.0001815779,"threshold_uncertainty_score":0.9593612},"labels":[],"label_agreement":null},{"id":"W6998719323","doi":"","title":"Assessing hydrometeorological controls on subalpine plant community evapotranspiration and evaluating the METRIC method using high-resolution UAV imagery in the Canadian Rocky Mountains","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Snowmelt; Vegetation (pathology); Wetland; Hydrology (agriculture); Plant community; Hydrometeorology; Microclimate; Snow","score_opus":0.03472830525353225,"score_gpt":0.27244118730471906,"score_spread":0.2377128820511868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998719323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99842894,0.000036220907,0.00011394715,0.00044382486,0.00007117027,0.0004482275,0.00011400734,0.000011235956,0.00033242122],"genre_scores_gemma":[0.99652714,0.000019053703,0.0012609676,0.00007627731,0.000007749875,0.000002374718,0.0010322827,0.000010479655,0.0010636584],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972177,0.0015825357,0.00016932361,0.00025228117,0.0005053887,0.00027274652],"domain_scores_gemma":[0.9990517,0.00037062823,0.000236329,0.00026558517,0.00001750346,0.00005829039],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023565488,0.00019006299,0.0002656604,0.00030575544,0.0016787652,0.00009607788,0.00042492902,0.00018823979,0.00015716976],"category_scores_gemma":[0.000047678586,0.00014763555,0.000070927774,0.00053137506,0.00010592606,0.00030002763,0.00006699284,0.00088062923,0.0000029493185],"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":[0.0004889987,0.00028563305,0.014743863,0.00009907203,0.00014172708,0.00012331556,0.11455922,0.8329279,0.027214454,0.0006208254,0.00004218806,0.008752805],"study_design_scores_gemma":[0.0008604554,0.00045260915,0.24657987,0.00006625144,0.00035681998,0.000028513332,0.04584198,0.7047525,0.000062431405,0.0005718384,0.000059899703,0.0003668369],"about_ca_topic_score_codex":0.84489566,"about_ca_topic_score_gemma":0.91510755,"teacher_disagreement_score":0.231836,"about_ca_system_score_codex":0.00073438545,"about_ca_system_score_gemma":0.000071136084,"threshold_uncertainty_score":0.9996209},"labels":[],"label_agreement":null},{"id":"W6998760160","doi":"","title":"Assessing the biodegradability of dissolved organic carbon in freshwater systems","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine and coastal ecosystems","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":"Dissolved organic carbon; Aquatic ecosystem; Anoxic waters; Biogeochemical cycle; Nitrate; Biodegradation; Aeration; Total organic carbon; Nitrification; Mesocosm","score_opus":0.010024088017630717,"score_gpt":0.1934606408260163,"score_spread":0.18343655280838558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998760160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951487,0.0006834129,4.541507e-7,0.00014614733,0.00071190007,0.00027104706,0.0001259498,0.000022561373,0.0028898162],"genre_scores_gemma":[0.93305624,0.000047522582,0.00001985407,0.0000014954985,0.000028377657,1.0978697e-7,0.00067750626,0.0000062581676,0.06616261],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988133,0.00014267102,0.00022284074,0.00030809295,0.0002933371,0.00021981382],"domain_scores_gemma":[0.99929124,0.00007154956,0.00021501514,0.0003003819,0.000072173,0.000049662845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003639481,0.00018718354,0.0004236839,0.00019692804,0.00007352046,0.000062610496,0.0003825432,0.00019404979,0.000503474],"category_scores_gemma":[0.000010298217,0.00013939904,0.000117578325,0.00033792463,0.00006950713,0.0001744649,0.000029262785,0.00027458146,0.000031381194],"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":[0.0004371461,0.00017801364,0.7359904,0.012401099,0.00055959827,0.00029845125,0.2261168,0.0011334125,0.006048265,0.00008859492,0.0011049348,0.015643254],"study_design_scores_gemma":[0.00047509576,0.0002013126,0.3172199,0.0014308362,0.0003097391,0.000007815998,0.6339317,0.04366635,0.0008194548,0.00022187301,0.0011053066,0.0006105747],"about_ca_topic_score_codex":0.6790136,"about_ca_topic_score_gemma":0.9276996,"teacher_disagreement_score":0.4187705,"about_ca_system_score_codex":0.000015678717,"about_ca_system_score_gemma":0.00010785655,"threshold_uncertainty_score":0.5684528},"labels":[],"label_agreement":null},{"id":"W6998798932","doi":"","title":"Assessing Sensitivity of Subsurface Mine-Dewatering Activities to Climate Change","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mine drainage and remediation techniques","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Groundwater recharge; Groundwater; Dewatering; Climate change; Hydrology (agriculture); Surface water; Aquifer; Groundwater flow; Groundwater model","score_opus":0.019557687093942698,"score_gpt":0.23923848047577534,"score_spread":0.21968079338183263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998798932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983193,0.0000074704612,0.000026193096,0.00020202181,0.00017041726,0.0002978994,0.000039892733,0.000116041694,0.0008207607],"genre_scores_gemma":[0.93132526,0.00012774624,0.00190976,0.000011229813,0.000028101778,0.0000012199276,0.00017604996,0.000033727454,0.06638691],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99886215,0.000087021144,0.0001271464,0.00031989528,0.00033143666,0.0002723663],"domain_scores_gemma":[0.999346,0.000052838175,0.00026537044,0.00023218889,0.00002701393,0.00007657107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038144353,0.00019436375,0.0003639241,0.00019608276,0.00013333927,0.000019423527,0.00018547881,0.00018986888,0.00020767273],"category_scores_gemma":[0.000017069191,0.00022079104,0.000114470364,0.000281421,0.00007980143,0.00049701316,0.00020675179,0.00012479493,0.00008534904],"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":[0.00007624909,0.000059938906,0.0032859906,0.0005513968,0.000033415763,0.00007890438,0.16765045,0.000105318824,0.8188017,0.000011415521,0.0006453003,0.008699921],"study_design_scores_gemma":[0.00032579273,0.00017817983,0.11837791,0.00086473156,0.0001555335,0.0000032547691,0.33011568,0.0005869722,0.5481663,0.00004369554,0.00039632723,0.0007856583],"about_ca_topic_score_codex":0.058746263,"about_ca_topic_score_gemma":0.082984984,"teacher_disagreement_score":0.27063546,"about_ca_system_score_codex":0.000071700495,"about_ca_system_score_gemma":0.000009700047,"threshold_uncertainty_score":0.9475216},"labels":[],"label_agreement":null},{"id":"W6998963267","doi":"","title":"Both Sides Now: Growth Through Shared Learning in Mentoring Relationships","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Mentorship; Set (abstract data type); Value (mathematics); Presentation (obstetrics); Work (physics); Career development; Career Pathways","score_opus":0.03270414574299834,"score_gpt":0.22250336669125026,"score_spread":0.1897992209482519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998963267","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29665992,0.0011065496,0.00011700375,0.0037769785,0.0013458333,0.0029189643,0.0009490728,0.012253366,0.6808723],"genre_scores_gemma":[0.0047467933,0.000276447,0.002727387,0.0000032956557,0.00008064502,9.072335e-7,0.00013077467,0.0012469233,0.99078685],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977116,0.00032517497,0.00017873554,0.0006759802,0.00051836047,0.000590159],"domain_scores_gemma":[0.9987628,0.00014418853,0.00048391134,0.00043368677,0.00006301311,0.000112402995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047947696,0.00040766998,0.00064068683,0.0011671772,0.00023926502,0.000035713972,0.0005675736,0.0005086467,0.0014684785],"category_scores_gemma":[0.00013563268,0.0005394476,0.00018403084,0.0009993304,0.00019281774,0.00053095265,0.0003613122,0.0009134524,0.005847956],"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":[0.00015717986,0.00018123804,0.17376888,0.0006583681,0.0006164123,0.0005298862,0.2532383,0.0007754866,0.0013474844,0.001661731,0.5669246,0.00014044913],"study_design_scores_gemma":[0.0075514643,0.00033577392,0.10269599,0.008206647,0.0008229376,0.000012996827,0.42767262,0.001012028,0.00033596667,0.0013612241,0.44616702,0.003825338],"about_ca_topic_score_codex":0.16618018,"about_ca_topic_score_gemma":0.49388304,"teacher_disagreement_score":0.32770288,"about_ca_system_score_codex":0.00050610385,"about_ca_system_score_gemma":0.000080690064,"threshold_uncertainty_score":0.99970573},"labels":[],"label_agreement":null},{"id":"W6999070018","doi":"","title":"On the Caching Schemes to Speed Up Program Reduction","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Reduction (mathematics); Cache; Process (computing); Debugging; Encoding (memory); ENCODE; Property (philosophy); Key (lock); Scheme (mathematics)","score_opus":0.01754451166417206,"score_gpt":0.23318716159841718,"score_spread":0.21564264993424512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999070018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892565,0.00007225533,0.00076004403,0.0023424525,0.0028046444,0.001345477,0.0000031235436,0.00035732205,0.0030582093],"genre_scores_gemma":[0.5343165,0.00001121412,0.0015187486,0.000029002063,0.00007130094,0.0000042325087,0.00011366387,0.000019294994,0.46391606],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99853545,0.0001363921,0.00011022216,0.000476779,0.0004682058,0.00027296008],"domain_scores_gemma":[0.998953,0.000033811593,0.00023424624,0.0005856946,0.00011098238,0.000082288265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033364503,0.00020078101,0.00025180602,0.0002405961,0.00056592823,0.0001092263,0.0012199176,0.00012597976,0.00012940408],"category_scores_gemma":[0.000021283025,0.00017677047,0.0001605239,0.00044823196,0.000034952864,0.00021277246,0.00019554686,0.00034482204,0.0000894426],"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":[0.00023497519,0.00038254,0.00006524147,0.00032944122,0.0002900994,0.00007062843,0.49594736,0.00034572755,0.0027266822,0.33431605,0.017978724,0.14731255],"study_design_scores_gemma":[0.0017083761,0.003630058,0.0018188804,0.00021889734,0.0002811354,0.000047943904,0.7573711,0.004213644,0.007866504,0.013518718,0.20704673,0.0022780006],"about_ca_topic_score_codex":0.014936438,"about_ca_topic_score_gemma":0.0035009645,"teacher_disagreement_score":0.46085787,"about_ca_system_score_codex":0.00011585237,"about_ca_system_score_gemma":0.000081248225,"threshold_uncertainty_score":0.99162316},"labels":[],"label_agreement":null},{"id":"W6999107513","doi":"","title":"Can alluvial landforms attenuate post-wildfire lake sedimentation rates and external phosphorus inputs?","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Sediment; Phosphorus; Tributary; Hydrology (agriculture); Sedimentation; Particulates; Benthic zone; STREAMS; Alluvium","score_opus":0.004404802723609747,"score_gpt":0.18685734306297516,"score_spread":0.18245254033936542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999107513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980662,0.00004741588,0.0000017119912,0.0007939294,0.00034528613,0.00023788033,0.00017226495,0.000038188995,0.00029711626],"genre_scores_gemma":[0.81755394,0.00040093242,0.00037971625,0.00012977744,0.000036308993,0.000002301715,0.003640114,0.000040204523,0.17781667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872774,0.00004218355,0.000128402,0.0004131179,0.0004131365,0.00027542163],"domain_scores_gemma":[0.9994479,0.000016040885,0.00022422252,0.00017925707,0.000016129052,0.000116471805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000108648404,0.0002413892,0.0002634014,0.00009762859,0.00035236814,0.00003007528,0.00029999245,0.00014547094,0.00083570817],"category_scores_gemma":[0.000003530871,0.00025554618,0.00009402142,0.00014528102,0.00012812857,0.00027442857,0.00020103781,0.00023525409,0.000051307044],"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":[0.00090509775,0.00016556117,0.80017376,0.00011319467,0.00011966211,0.0001430955,0.18326452,0.00020435857,0.0021546236,0.000022550237,0.0011535721,0.011580037],"study_design_scores_gemma":[0.003058024,0.0007122147,0.8580564,0.00014146701,0.00034569323,0.000022666609,0.12760593,0.0014124968,0.002062177,0.0014775053,0.0040091746,0.0010962117],"about_ca_topic_score_codex":0.08127654,"about_ca_topic_score_gemma":0.0869064,"teacher_disagreement_score":0.18051223,"about_ca_system_score_codex":0.0001461421,"about_ca_system_score_gemma":0.00002219651,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W6999199610","doi":"","title":"Characterizing water-health pathways and perceptions among diverse system actors in a rural Western Highlands community of Guatemala","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Child Nutrition and Water Access","field":"Nursing","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":"Regional Municipality of Waterloo","funders":"University of Waterloo","keywords":"Poverty; Livelihood; Population; Qualitative research; Photovoice; Vulnerability (computing); Agriculture; Latin Americans; Health care","score_opus":0.015174880139642905,"score_gpt":0.23283943639798288,"score_spread":0.21766455625833997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999199610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976605,0.00006468917,6.181689e-7,0.000670685,0.00069022673,0.00048759213,0.00023889341,0.00011593844,0.00007084492],"genre_scores_gemma":[0.9931224,0.00009337949,0.000029008936,0.000014407496,0.000041912237,0.000001161487,0.0020266457,0.000039873154,0.0046312003],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99838,0.00036068828,0.00034478912,0.0002949203,0.00026123098,0.00035833818],"domain_scores_gemma":[0.99908644,0.000039871084,0.00029740148,0.00033600375,0.00010146083,0.00013885071],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032673427,0.00031080132,0.00077779306,0.00075788685,0.00036857277,0.00006047109,0.00035801998,0.00031355335,0.000028372162],"category_scores_gemma":[0.0000037089699,0.00031494684,0.00018434596,0.00019678992,0.00014384353,0.00043689032,0.00016621276,0.00069745496,0.000016465396],"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":[0.0005548259,0.00021674727,0.08678329,0.009565618,0.000090746005,0.000034766654,0.887649,0.000002242548,0.0143667115,0.00001950158,0.00009438595,0.0006221516],"study_design_scores_gemma":[0.0010831656,0.00021226174,0.43114975,0.0047194757,0.00013782798,0.0000069755206,0.55976206,0.00007811322,0.0025166469,0.00001717226,0.000025220426,0.00029131223],"about_ca_topic_score_codex":0.13557991,"about_ca_topic_score_gemma":0.12342428,"teacher_disagreement_score":0.34436646,"about_ca_system_score_codex":0.00025544956,"about_ca_system_score_gemma":0.000024678116,"threshold_uncertainty_score":0.99993026},"labels":[],"label_agreement":null},{"id":"W6999201060","doi":"","title":"A comparison of the Kalman filter and recurrent neural networks for state estimation of dynamical systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Neural Networks and 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":"Blackberry (Canada)","funders":"","keywords":"Kalman filter; Estimator; Recurrent neural network; Linear dynamical system; Artificial neural network; Dynamical systems theory; State (computer science); Extended Kalman filter; Noise (video)","score_opus":0.020510297862870494,"score_gpt":0.2536936602393816,"score_spread":0.2331833623765111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999201060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794262,0.00010338952,0.018949078,0.00037471365,0.00046914018,0.0005987306,0.000042425785,0.000029741554,0.0000065753834],"genre_scores_gemma":[0.9876985,0.000033295375,0.0014511133,0.0000023453572,0.000012422024,0.0000028496024,0.00015370696,0.000010544808,0.010635231],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992127,0.00004664625,0.00019223774,0.00023711596,0.00017063711,0.00014066989],"domain_scores_gemma":[0.9989581,0.00009908733,0.00047392526,0.00030499225,0.0001257975,0.000038092985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009340782,0.00012177486,0.00032773937,0.00007834818,0.000120081226,0.000019910629,0.00051738654,0.00009564893,8.5246455e-7],"category_scores_gemma":[0.0000049657183,0.000107212356,0.000110422094,0.000239666,0.00006739429,0.00011087105,0.00011943723,0.00013192857,4.3778851e-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":[0.00032493044,0.0003870555,0.002889644,0.0034037493,0.00030555506,0.0000030873819,0.10333197,0.75156355,0.0015575002,0.012277086,0.009151,0.1148049],"study_design_scores_gemma":[0.00019228393,0.0000879563,0.007194562,0.0002048572,0.000048395883,4.7461558e-7,0.0033145612,0.98856014,0.00011196073,0.00016503566,0.000022610284,0.000097147065],"about_ca_topic_score_codex":0.0020266194,"about_ca_topic_score_gemma":0.00353607,"teacher_disagreement_score":0.23699662,"about_ca_system_score_codex":0.000017662944,"about_ca_system_score_gemma":0.000018921286,"threshold_uncertainty_score":0.4371993},"labels":[],"label_agreement":null},{"id":"W6999203562","doi":"","title":"Changes in Lake Phosphorus Loading and Cycling Accompanying the Transition from Agricultural to Urban Land Use in a Watershed of the Greater Toronto Area","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Watershed; Impervious surface; Hydrology (agriculture); Eutrophication; Biogeochemical cycle; Agricultural land; Sedimentation; Urbanization; Hypolimnion","score_opus":0.019068493529378432,"score_gpt":0.18942305060739262,"score_spread":0.1703545570780142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999203562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99706876,0.00012235783,8.424687e-7,0.00088913745,0.00011003845,0.0007207109,0.00075764686,0.00011454292,0.00021595994],"genre_scores_gemma":[0.8596321,0.0001298814,0.00016278122,0.000027411756,0.00006347827,0.0000027306864,0.00010031506,0.00030350848,0.1395778],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99855447,0.00017333207,0.00014630564,0.00045765296,0.00028886867,0.00037936325],"domain_scores_gemma":[0.999244,0.00007366254,0.00021263896,0.00036554108,0.00003473706,0.0000694244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002097696,0.00032881543,0.0005700188,0.00026253323,0.00009224771,0.0000414956,0.00043537948,0.000245512,0.00018253429],"category_scores_gemma":[0.000012362959,0.00021970397,0.0001094508,0.0003555366,0.00013506491,0.00026516107,0.00022049127,0.00022424001,0.000028077902],"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":[0.00053976587,0.000108608016,0.19984606,0.0001549063,0.00035189692,0.00009121767,0.759176,0.0003000055,0.025423009,0.0000049393884,0.013551739,0.00045186823],"study_design_scores_gemma":[0.0027463657,0.000055209133,0.8197241,0.002995535,0.00025439775,0.0000037200734,0.16946727,0.00020260582,0.0020367587,0.000008217932,0.0018780102,0.0006278556],"about_ca_topic_score_codex":0.580415,"about_ca_topic_score_gemma":0.9883347,"teacher_disagreement_score":0.619878,"about_ca_system_score_codex":0.00023445593,"about_ca_system_score_gemma":0.000012085515,"threshold_uncertainty_score":0.8959268},"labels":[],"label_agreement":null},{"id":"W6999300844","doi":"","title":"The Celebrity Imprint: \"Religion\" and Identity Among Fans of John Lennon and Johnny Cash","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Media, Religion, Digital Communication","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Fandom; Identity (music); Premise; Meaning (existential); Argument (complex analysis); Faith; Field (mathematics); Feeling","score_opus":0.013985607388332624,"score_gpt":0.21085200917465258,"score_spread":0.19686640178631995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999300844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837733,0.0007843094,8.505759e-7,0.0002595151,0.00029304274,0.0002719995,0.00006283445,0.00005012384,0.014504019],"genre_scores_gemma":[0.8019523,0.009262105,0.000016746684,0.0000051979746,0.000039712813,8.9251074e-7,0.0002439819,0.00002406052,0.18845502],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990076,0.00007895126,0.00019233864,0.00024882425,0.0002840912,0.00018820535],"domain_scores_gemma":[0.99869394,0.00014511656,0.00038189918,0.00042188755,0.0002816054,0.00007555752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028386197,0.00018953402,0.00032668968,0.0001992606,0.00073112256,0.0001769634,0.00042687412,0.00015490023,0.00002904344],"category_scores_gemma":[0.000037142396,0.0001819167,0.00010730498,0.00007474283,0.00075320865,0.0005060732,0.00021505306,0.00025521914,0.000013101015],"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":[0.00021693073,0.00009425301,0.0048125717,0.0014805584,0.00034685992,0.000015996951,0.8556739,0.000003887635,0.00035760127,0.11926248,0.010641977,0.007092964],"study_design_scores_gemma":[0.0019629186,0.00052828935,0.22956261,0.0014736538,0.0009404609,0.0000068174104,0.6650101,0.00045114258,0.0006966182,0.08375026,0.014191017,0.001426114],"about_ca_topic_score_codex":0.14865436,"about_ca_topic_score_gemma":0.6980433,"teacher_disagreement_score":0.54938895,"about_ca_system_score_codex":0.00003164747,"about_ca_system_score_gemma":0.000052689018,"threshold_uncertainty_score":0.85701483},"labels":[],"label_agreement":null},{"id":"W6999404197","doi":"","title":"CONSTRUCTION AND OPTIMIZATION OF A ssDNA VECTOR PRODUCTION SYSTEM FOR GENE THERAPY PLATFORM","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Viral Infectious Diseases and Gene Expression in Insects","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Capsid; Vector (molecular biology); Reporter gene; Genetic enhancement; Gene; Viral vector; In vitro; DNA; Recombinant DNA; Production (economics)","score_opus":0.010027051115268082,"score_gpt":0.21249152367323518,"score_spread":0.2024644725579671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999404197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979582,0.0003056707,0.00038731316,0.000026704905,0.000720026,0.00045556514,0.00009600471,0.000025813455,0.00002470333],"genre_scores_gemma":[0.9096754,0.0038379538,0.010247479,0.0000063777193,0.00041632287,0.000015271053,0.006174067,0.00009532217,0.06953181],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937385,0.000019441102,0.000113521804,0.0002921152,0.000094489114,0.0001065791],"domain_scores_gemma":[0.999281,0.0000055085497,0.00027684413,0.0001696679,0.00022684445,0.000040136736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064057705,0.00013627678,0.00020236969,0.00010914042,0.00012792586,0.000007648848,0.000077087585,0.00024541057,0.0000070688548],"category_scores_gemma":[0.000014505061,0.00014928044,0.000114203496,0.000079988546,0.000057846333,0.000010031234,0.000021959027,0.000042611104,7.430245e-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":[0.0020223276,0.00007266611,0.0002777865,0.0013588676,0.00033670902,0.0000013307919,0.0059152674,0.0043743597,0.9794466,0.00006529625,0.001708103,0.004420674],"study_design_scores_gemma":[0.0018025916,0.001092794,0.0013415396,0.00036842766,0.00020639904,0.000010901649,0.06422201,0.00071036455,0.9293708,0.000050720882,0.0004098266,0.00041363202],"about_ca_topic_score_codex":0.001433031,"about_ca_topic_score_gemma":0.0008996044,"teacher_disagreement_score":0.08828281,"about_ca_system_score_codex":0.000017934504,"about_ca_system_score_gemma":0.00006441983,"threshold_uncertainty_score":0.60874796},"labels":[],"label_agreement":null},{"id":"W6999433547","doi":"","title":"A Convolutional Neural Network to Predict the State-of-Lithiation of Lithium-ion Batteries with the Nickel-Manganese-Cobalt-Oxide Chemistry","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Battery Technologies Research","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":"Blackberry (Canada)","funders":"","keywords":"Mean squared error; Convolutional neural network; Artificial neural network; Function (biology); Ground truth; Approximation error; Term (time); Regression; Data modeling","score_opus":0.008514757076271005,"score_gpt":0.20487145170948248,"score_spread":0.19635669463321148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999433547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976082,0.000113943956,0.00017441329,0.001148086,0.00013643778,0.00041570075,0.00012956516,0.00018937312,0.00008428049],"genre_scores_gemma":[0.82803154,0.0002622349,0.0010445745,0.000020589234,0.00007576457,0.000013215532,0.00082652847,0.000105333966,0.1696202],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9987415,0.000041526768,0.00017352606,0.00023379625,0.00048358805,0.00032602937],"domain_scores_gemma":[0.998885,0.00016309849,0.0001954716,0.00046738388,0.00024670237,0.000042384476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001788206,0.00022590654,0.00033272884,0.00014142528,0.00014309761,0.000012122888,0.00071458856,0.00017634791,0.000027945558],"category_scores_gemma":[0.000032606345,0.00017229453,0.00009217751,0.0006913565,0.00027263945,0.00013948753,0.00013416368,0.00044717628,0.000009822749],"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":[0.0016481122,0.00006250491,0.0029727817,0.0036028048,0.0009229739,0.000040072715,0.07238673,0.76923496,0.111100435,0.000105936466,0.033809207,0.004113491],"study_design_scores_gemma":[0.003208507,0.0013285005,0.20229802,0.0030914613,0.0007565526,0.000031373413,0.5000789,0.046262097,0.23231551,0.0013169202,0.0069103613,0.002401801],"about_ca_topic_score_codex":0.0017339973,"about_ca_topic_score_gemma":0.004677395,"teacher_disagreement_score":0.72297287,"about_ca_system_score_codex":0.00010713636,"about_ca_system_score_gemma":0.000059150356,"threshold_uncertainty_score":0.70259666},"labels":[],"label_agreement":null},{"id":"W6999503092","doi":"","title":"Considerations regarding Incorporating a Cash-for-care Program in Ontario's Approach to Care for Older Adults","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Typology; Relevance (law); Older people; Population; Population ageing; MEDLINE","score_opus":0.04727121137494262,"score_gpt":0.3048961443784776,"score_spread":0.257624933003535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999503092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98847085,0.000069238,0.000024298626,0.0032797244,0.0004648705,0.0045880475,0.000081709106,0.00016517908,0.00285611],"genre_scores_gemma":[0.88661474,0.000020269017,0.025890568,0.000048933416,0.00011257745,0.00011602804,0.0025977886,0.000044559834,0.08455453],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99865663,0.000078303594,0.00020362005,0.00043677952,0.00028219866,0.00034246352],"domain_scores_gemma":[0.9981494,0.000110610636,0.00022786469,0.00015593246,0.0012423326,0.00011389365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029468612,0.00017117735,0.00035843762,0.00041086995,0.0009132105,0.00005529534,0.00018971252,0.0004039591,0.000016711761],"category_scores_gemma":[0.00013755189,0.0002219636,0.00012609368,0.00037333346,0.000055141434,0.00016060585,0.000026221489,0.00023900806,0.0000039298966],"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":[0.00008766846,0.000040815623,0.00066853187,0.0010761758,0.000021941132,0.0000036749218,0.9777915,0.000016704622,0.0000049887676,0.0065739015,0.00067205424,0.0130420355],"study_design_scores_gemma":[0.00072007545,0.00010174476,0.0031814792,0.0005987054,0.000025967596,1.1250579e-7,0.9900851,0.000027442169,0.000015900536,0.00018276462,0.0048261243,0.00023457615],"about_ca_topic_score_codex":0.5775166,"about_ca_topic_score_gemma":0.9976196,"teacher_disagreement_score":0.420103,"about_ca_system_score_codex":0.00064708124,"about_ca_system_score_gemma":0.0011110031,"threshold_uncertainty_score":0.9051413},"labels":[],"label_agreement":null},{"id":"W6999581924","doi":"","title":"Development and Characterization of Soymilk Okara Gels Modified by Citric Acid","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Seaweed-derived Bioactive Compounds","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":"University of Waterloo","keywords":"Citric acid; Swelling capacity; Pectin; Maillard reaction; Water holding capacity; Amphiphile; Polysaccharide","score_opus":0.018637938829895617,"score_gpt":0.18820338881975232,"score_spread":0.1695654499898567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999581924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991242,0.00004630823,0.0000014050514,0.00022858082,0.00012012802,0.00020745712,0.00012180428,0.000051358176,0.00009875233],"genre_scores_gemma":[0.87614185,0.00023499913,0.00019891534,0.000011050873,0.000032048618,0.0000010168817,0.0053408453,0.0000038006033,0.11803546],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99905616,0.000040269864,0.00013961004,0.00032893475,0.0002465065,0.00018852232],"domain_scores_gemma":[0.99939793,0.000034006887,0.00030886277,0.000055715554,0.00013230092,0.00007118067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008878086,0.00018945702,0.00032553202,0.00006954086,0.00016978507,0.000017602713,0.0002574249,0.000248027,0.00007428853],"category_scores_gemma":[0.0000069391276,0.00011182576,0.00007427232,0.00034969512,0.00006524825,0.00013322367,0.000074771546,0.00011033814,0.000013802422],"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":[0.00009752767,0.000042445983,0.00029775823,0.000066105255,0.00005580033,0.0000028363752,0.011520051,1.3725128e-7,0.9567842,0.000010857538,0.000112692425,0.031009598],"study_design_scores_gemma":[0.00040304364,0.00019759043,0.49100724,0.00016618919,0.000090624955,0.0000010626982,0.07256767,0.000038136295,0.43272156,0.000038818154,0.0022549059,0.00051316584],"about_ca_topic_score_codex":0.005050431,"about_ca_topic_score_gemma":0.008345845,"teacher_disagreement_score":0.52406263,"about_ca_system_score_codex":0.00004149752,"about_ca_system_score_gemma":0.00002034063,"threshold_uncertainty_score":0.76347744},"labels":[],"label_agreement":null},{"id":"W6999603680","doi":"","title":"Decommodification Now: Planning for a decommodified housing future","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Stock (firearms); Gentrification; Public housing; Affordable housing; Core (optical fiber); Capital (architecture)","score_opus":0.02676995587035132,"score_gpt":0.22552304640761556,"score_spread":0.19875309053726423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999603680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98904204,0.0014550963,0.0005573655,0.00065481215,0.0015099793,0.000523305,0.0005231291,0.000084105886,0.0056501916],"genre_scores_gemma":[0.5259521,0.0011354686,0.009607296,0.00012511646,0.0004756339,0.000015644908,0.005642108,0.0001888588,0.45685777],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861896,0.00002292805,0.0003367369,0.0005876432,0.00007361298,0.00036011692],"domain_scores_gemma":[0.9984274,0.000042675798,0.00094643276,0.0004301804,0.000076980505,0.00007636767],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002863352,0.0002801049,0.00070580794,0.00054744957,0.0005879389,0.00004350024,0.000510434,0.0003530743,0.0004249423],"category_scores_gemma":[0.0000052934865,0.00042265968,0.00033146245,0.0002548033,0.00004084052,0.00026087565,0.000059010243,0.00032727423,0.00005596841],"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":[0.0025159395,0.0008142345,0.008353907,0.0026944478,0.00096955406,0.000094119365,0.78193027,0.0026115265,0.0009680193,0.12675826,0.053180944,0.019108767],"study_design_scores_gemma":[0.0034669277,0.000328562,0.01896183,0.00025185288,0.00018887476,0.0000050084564,0.14588685,0.0036903962,0.00041050796,0.0033740099,0.82171774,0.001717448],"about_ca_topic_score_codex":0.008825703,"about_ca_topic_score_gemma":0.01292403,"teacher_disagreement_score":0.7685368,"about_ca_system_score_codex":0.00021059971,"about_ca_system_score_gemma":0.00005808347,"threshold_uncertainty_score":0.9998225},"labels":[],"label_agreement":null},{"id":"W6999632798","doi":"","title":"Data-Driven Methods for System Identification and Lyapunov Stability","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Model Reduction and Neural Networks","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":"Blackberry (Canada)","funders":"","keywords":"Lyapunov function; Artificial neural network; Nonlinear system; Control theory (sociology); Operator (biology); Dynamical systems theory; Lyapunov equation; Stability theory; Control-Lyapunov function","score_opus":0.04568490117308973,"score_gpt":0.2988225732651851,"score_spread":0.25313767209209537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999632798","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":[0.9796899,0.000059200866,0.016811084,0.00028492737,0.0010212841,0.00083808857,0.000904379,0.00011336695,0.0002777994],"genre_scores_gemma":[0.3822705,0.000083397936,0.025162747,0.0000032927264,0.00037845955,0.000008927692,0.023623884,0.0000902335,0.56837857],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99906695,0.00009034311,0.0001455445,0.00045467998,0.00009334025,0.00014912598],"domain_scores_gemma":[0.9990007,0.000062258856,0.00027399074,0.0004649628,0.000134202,0.00006382774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023945014,0.00015036676,0.00030604846,0.000093352406,0.00019677686,0.000028408822,0.00030125442,0.00011165025,0.000052169366],"category_scores_gemma":[0.000003909553,0.00017227144,0.000095286225,0.000110642664,0.00004404721,0.00019200184,0.00008190804,0.0001264649,0.000010407151],"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":[0.0015267183,0.0004552084,0.002107774,0.008331071,0.0022219275,0.000005503139,0.14916375,0.00095882977,0.040515915,0.022938378,0.037434645,0.73434025],"study_design_scores_gemma":[0.0017410126,0.00011943009,0.007519428,0.0005109892,0.0012879692,0.0000010823409,0.744232,0.22868775,0.006522999,0.0016714243,0.0066662016,0.0010397119],"about_ca_topic_score_codex":0.005720125,"about_ca_topic_score_gemma":0.0014537927,"teacher_disagreement_score":0.73330057,"about_ca_system_score_codex":0.000026291962,"about_ca_system_score_gemma":0.00003869727,"threshold_uncertainty_score":0.86471564},"labels":[],"label_agreement":null},{"id":"W6999648927","doi":"","title":"Development of a Distributed Model Predictive Controller for Over-Actuated Autonomous Vehicle Path Tracking","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vehicle Dynamics and Control 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":"University of Waterloo","keywords":"Key (lock); Variety (cybernetics); Economic shortage; Component (thermodynamics); Collision avoidance; Controller (irrigation); Motion planning; Automation; Collision","score_opus":0.009449202199634072,"score_gpt":0.18930325644867238,"score_spread":0.1798540542490383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999648927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875966,0.000048232752,0.010272634,0.000014218564,0.00020592577,0.0006722581,0.0009222226,0.00021474327,0.000053168525],"genre_scores_gemma":[0.9807512,0.000018732508,0.0009868857,0.000001030492,0.000016665701,0.0000080391565,0.0018260585,0.00006403781,0.016327348],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989671,0.00001339862,0.0002724008,0.00024956636,0.00021304887,0.0002844799],"domain_scores_gemma":[0.99928534,0.00003950033,0.00022895045,0.00015673159,0.00021734653,0.00007214533],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013490839,0.0002487085,0.0006155062,0.00017316133,0.000112577385,0.000014471797,0.00023607213,0.00029433597,0.0000068891795],"category_scores_gemma":[0.000008672373,0.000301095,0.00019865266,0.00014650053,0.000021397249,0.0001038213,0.000022113789,0.00014765693,0.0000038432217],"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":[0.0018977142,0.00020212871,0.00021156228,0.0033043115,0.003102393,0.000022398985,0.2809142,0.529696,0.15503857,0.00032406306,0.00087682524,0.024409894],"study_design_scores_gemma":[0.0019225886,0.00005454555,0.0031572096,0.00025657035,0.00015419985,1.8378049e-7,0.02784269,0.96553093,0.0007010153,0.000046970978,0.000059116697,0.00027397738],"about_ca_topic_score_codex":0.0013638595,"about_ca_topic_score_gemma":0.007939756,"teacher_disagreement_score":0.43583497,"about_ca_system_score_codex":0.00020207117,"about_ca_system_score_gemma":0.00011559759,"threshold_uncertainty_score":0.9999441},"labels":[],"label_agreement":null},{"id":"W6999737911","doi":"","title":"Development of a Social Robot as a Mediator for Intergenerational Gameplay &amp; Development of a Canvas for the Conceptualisation of HRI Game Design","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social Robot Interaction and HRI","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":"University of Waterloo","keywords":"Human–robot interaction; Social relation; Point (geometry); Focus (optics); Social robot; Reciprocity (cultural anthropology)","score_opus":0.08557117661837736,"score_gpt":0.32344338244886023,"score_spread":0.23787220583048285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999737911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90417784,0.00015376807,0.08920257,0.0014480626,0.0018937751,0.0024762326,0.00023814394,0.00003347565,0.0003761551],"genre_scores_gemma":[0.5488216,0.000033874632,0.25626084,0.0001600685,0.0004022424,0.00016225626,0.006663572,0.00012522697,0.18737032],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99867105,0.00009470131,0.00047283684,0.00027130303,0.0003141328,0.00017595281],"domain_scores_gemma":[0.9977881,0.00033243903,0.0010498911,0.00011871832,0.00065740297,0.00005345221],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029077585,0.0002005728,0.0005270676,0.00017488797,0.00019285949,0.000005930831,0.00030165655,0.00028041212,0.0009518825],"category_scores_gemma":[0.00008813266,0.00020607894,0.00025739998,0.00013526485,0.000113442904,0.00006640728,0.000029386809,0.000119894416,0.000014103746],"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":[0.0025701718,0.00019387236,0.00001787247,0.0003150356,0.0010788204,3.7328212e-7,0.95434386,0.000042096286,0.0228228,0.0033736627,0.011263944,0.0039774696],"study_design_scores_gemma":[0.003707372,0.00034788233,0.0032830841,0.0002246668,0.00055526616,0.0000010520544,0.8613214,0.00018045408,0.0762636,0.00014631926,0.05346523,0.0005036787],"about_ca_topic_score_codex":0.0012087222,"about_ca_topic_score_gemma":0.021297205,"teacher_disagreement_score":0.35535622,"about_ca_system_score_codex":0.00012906225,"about_ca_system_score_gemma":0.00087522157,"threshold_uncertainty_score":0.9999614},"labels":[],"label_agreement":null},{"id":"W6999774953","doi":"","title":"Documenting &amp; Using Cognitive Complexity Mitigation Strategies (CCMS) to Improve the Efficiency of Cross-Context User Transfers","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Product Development and Customization","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":"Blackberry (Canada)","funders":"","keywords":"Process (computing); Cognition; Identification (biology); Work (physics); Limiting; Matching (statistics)","score_opus":0.02218133566883761,"score_gpt":0.24342189598169625,"score_spread":0.22124056031285863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999774953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958132,0.000036130565,0.00047323824,0.0001809467,0.0005395923,0.0007136606,0.00002143481,0.000045172197,0.0021766522],"genre_scores_gemma":[0.9782459,0.000004983129,0.00029753518,0.00003957145,0.00017491986,0.0000011482359,0.00069886044,0.000026574147,0.02051048],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99868155,0.000024175346,0.00025540817,0.00034476534,0.0003787423,0.00031537013],"domain_scores_gemma":[0.9984866,0.00002800402,0.0005176163,0.00019448179,0.0007537073,0.0000195974],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039250715,0.00026495775,0.0003512738,0.0003509704,0.000489339,0.00018861439,0.00036342468,0.00015899703,0.0002428668],"category_scores_gemma":[0.000040159848,0.00025787635,0.00014609487,0.000509626,0.00020727712,0.0019565464,0.00007858107,0.0001697871,0.00005859954],"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":[0.0035370097,0.00087929383,0.045787647,0.008440369,0.0014379992,0.00001062463,0.6103093,0.0011570777,0.26280108,0.039505072,0.0014442615,0.024690269],"study_design_scores_gemma":[0.0032549186,0.00006227872,0.15469237,0.0014390936,0.0017393187,0.0000011933975,0.8072359,0.0009706599,0.025686149,0.0018809617,0.0014247242,0.0016124317],"about_ca_topic_score_codex":0.023673028,"about_ca_topic_score_gemma":0.024416879,"teacher_disagreement_score":0.23711494,"about_ca_system_score_codex":0.00005421061,"about_ca_system_score_gemma":0.00008518367,"threshold_uncertainty_score":0.99998736},"labels":[],"label_agreement":null},{"id":"W6999786948","doi":"","title":"Early Paleozoic Ocean Redox Dynamics: Perspectives from Uranium Isotopes of Sedimentary Rocks","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Paleozoic; Sedimentary rock; Seafloor spreading; Diagenesis; Uranium; Devonian; Ordovician; Redox","score_opus":0.00548940596643014,"score_gpt":0.18115620986956024,"score_spread":0.1756668039031301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999786948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98347807,0.0043918993,0.0000017432677,0.00021477573,0.00041728397,0.00022624077,0.0015956961,0.00003574898,0.009638538],"genre_scores_gemma":[0.9722964,0.00034110242,0.0003903631,0.0000046729565,0.00003554171,7.934079e-8,0.0022147733,0.0000033068593,0.024713771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985783,0.00014801993,0.00017927712,0.00046243676,0.0003629073,0.00026904108],"domain_scores_gemma":[0.99906886,0.00009616494,0.0003751525,0.00027750802,0.000079982754,0.000102327875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011388071,0.00025939778,0.00051843945,0.00029835277,0.0003749334,0.000012997006,0.0005803357,0.00027121976,0.0043759355],"category_scores_gemma":[0.000005772183,0.0002958942,0.00028800487,0.00019929495,0.00022329413,0.00028546862,0.0000070766455,0.00041117534,0.0000102429985],"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":[0.0017856032,0.00015537516,0.5243704,0.00023228365,0.0010833784,0.00019570408,0.4499529,0.00015871091,0.00042271797,0.0000871486,0.0011995583,0.020356255],"study_design_scores_gemma":[0.00034047457,0.00026512414,0.67310244,0.000041742533,0.00017599526,0.0000013563799,0.3253389,0.00015188316,0.00009142504,0.00024204102,0.00003780382,0.00021082882],"about_ca_topic_score_codex":0.46155453,"about_ca_topic_score_gemma":0.54406226,"teacher_disagreement_score":0.14873207,"about_ca_system_score_codex":0.000014102268,"about_ca_system_score_gemma":0.000080987666,"threshold_uncertainty_score":0.99994934},"labels":[],"label_agreement":null},{"id":"W6999793596","doi":"","title":"Development and Application of Periphyton-Based Biomonitoring Methods to Elucidate Aquatic Ecosystem Responses of Lakes in a Water-Rich Northern Landscape (Old Crow Flats, Yukon, Canada) to Climate Change","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Ecoregion; Subarctic climate; Thermokarst; Wetland; Climate change; Permafrost; Arctic; Ecosystem; Habitat; Resource (disambiguation)","score_opus":0.020544886557689716,"score_gpt":0.24204751702917865,"score_spread":0.22150263047148894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999793596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99763125,0.0001609457,0.0000059370013,0.00028063823,0.00017369042,0.0005170162,0.0011784675,0.00000980577,0.000042233063],"genre_scores_gemma":[0.9916387,0.000061343235,0.0023656967,0.000026059382,0.000025384315,0.0000053310273,0.004158207,0.000013233936,0.0017060175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866146,0.00014011658,0.0002496933,0.00033572852,0.0003208406,0.000292174],"domain_scores_gemma":[0.99928486,0.00009841673,0.00021165711,0.00020989907,0.000077750105,0.00011743848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005116172,0.00019756447,0.00045817325,0.00048777432,0.00015675886,0.000011811779,0.00025804108,0.000093150404,0.0002415655],"category_scores_gemma":[0.000009718991,0.00019560975,0.000039545095,0.00035016652,0.000015008835,0.00008225601,0.00003829441,0.00009410403,0.0000057381994],"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":[0.0015299707,0.000048209797,0.64248616,0.0022750373,0.00006285229,0.000035776262,0.29247737,0.00074926956,0.028203383,0.0000014454985,0.000026736254,0.032103814],"study_design_scores_gemma":[0.00076903496,0.00034847864,0.6880151,0.0006306184,0.00010914516,0.0000023571765,0.2518456,0.0042116353,0.04967073,0.0000028899005,0.0037118099,0.0006825626],"about_ca_topic_score_codex":0.7558136,"about_ca_topic_score_gemma":0.9982005,"teacher_disagreement_score":0.24238686,"about_ca_system_score_codex":0.000044782882,"about_ca_system_score_gemma":0.00013907754,"threshold_uncertainty_score":0.79767346},"labels":[],"label_agreement":null},{"id":"W6999803308","doi":"","title":"Designing an Architecture of Labour Affirmation, Harm Reduction and Community Development for Vancouver's Sex Worker Population","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Precarity; Typology; Population; Post-industrial society; Face (sociological concept); Context (archaeology); Underclass; Mainstream","score_opus":0.015015400916959612,"score_gpt":0.2513170638716532,"score_spread":0.2363016629546936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999803308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986226,0.00010807173,0.00007835109,0.00013363404,0.0004066365,0.00040943676,0.000009056202,0.00004437641,0.00018783838],"genre_scores_gemma":[0.8129077,0.00009902246,0.009826261,0.0000034027614,0.000043549415,0.0000018037816,0.0009598083,0.00001714213,0.17614132],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988132,0.00046424527,0.00013518287,0.00016331249,0.00026804628,0.00015601185],"domain_scores_gemma":[0.99922746,0.00006668935,0.00033864938,0.0001288563,0.00017643053,0.00006193853],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006773785,0.00012382955,0.00024010947,0.00022316395,0.0018859588,0.000018704277,0.00021047393,0.00023906166,0.00014704827],"category_scores_gemma":[0.000029078175,0.00014833437,0.000053441534,0.00022496287,0.00008466098,0.00020892602,0.000031188458,0.00035276118,4.6123085e-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":[0.00015252433,0.00007415673,0.0004653296,0.00017367215,0.00007377033,4.7706266e-7,0.98339176,0.00045944817,0.0005223646,0.0000712043,0.0002792383,0.014336043],"study_design_scores_gemma":[0.00030385915,0.00008549633,0.0064782645,0.0001212535,0.00007293732,2.6689685e-7,0.9865533,0.000020332627,0.00088164344,0.0005944635,0.0047195875,0.00016857182],"about_ca_topic_score_codex":0.094176315,"about_ca_topic_score_gemma":0.12411067,"teacher_disagreement_score":0.18571492,"about_ca_system_score_codex":0.00012286913,"about_ca_system_score_gemma":0.00011559976,"threshold_uncertainty_score":0.99941343},"labels":[],"label_agreement":null},{"id":"W6999941521","doi":"","title":"Effects of Heat Stress on HSP70, Sarcolipin, and Phospholamban Content and SERCA Function in Female and Male Rat Skeletal Muscle","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Heat shock proteins 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":"University of Waterloo","funders":"","keywords":"Phospholamban; SERCA; Endoplasmic reticulum; Heat shock protein; Skeletal muscle; Sarcoplasm; Hsp70; Calsequestrin; Cytosol","score_opus":0.01047213506480216,"score_gpt":0.21991204681916368,"score_spread":0.20943991175436152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999941521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99841785,0.0007925342,0.0000018356167,0.000081138096,0.00008637005,0.00053837517,0.000031636584,0.0000062198214,0.000044051678],"genre_scores_gemma":[0.9358092,0.0013933601,0.000037255286,0.0000058417627,0.000017304248,0.0000026188104,0.00029773032,0.000021030288,0.062415637],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990823,0.00008308648,0.000091889204,0.00038543614,0.00015903563,0.00019821132],"domain_scores_gemma":[0.9995944,0.000023452834,0.000051867937,0.00016053683,0.000082628656,0.00008714625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011757077,0.00016328966,0.00027323788,0.0001711573,0.00007668978,0.0000113940605,0.00008707115,0.0002883375,0.0000109472985],"category_scores_gemma":[0.000029908726,0.00018701243,0.000045840156,0.000089868605,0.00011020705,0.000010606834,0.000111233196,0.00016068114,0.0000018472747],"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":[0.00081469817,0.00010368273,0.00556474,0.0020744135,0.00008344356,0.000046022225,0.0061291284,0.000008105891,0.97948885,0.000010303423,0.00015249403,0.0055241096],"study_design_scores_gemma":[0.002862198,0.0021045725,0.40762097,0.0007105602,0.000082553684,0.0000045504894,0.044635292,0.000085561536,0.54121435,0.000010358972,0.00030378657,0.0003652414],"about_ca_topic_score_codex":0.013284038,"about_ca_topic_score_gemma":0.029347112,"teacher_disagreement_score":0.4382745,"about_ca_system_score_codex":0.000021075663,"about_ca_system_score_gemma":0.000041269515,"threshold_uncertainty_score":0.9932866},"labels":[],"label_agreement":null},{"id":"W6999974879","doi":"","title":"An Efficient Motion Estimation Method for H.264-Based Video Transcoding with Arbitrary Spatial Resolution Conversion","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Video Coding and Compression Technologies","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":"Blackberry (Canada)","funders":"","keywords":"Feature (linguistics); Data compression; Filter (signal processing); Point (geometry); Frame (networking)","score_opus":0.013941909996512477,"score_gpt":0.250223598308466,"score_spread":0.23628168831195354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999974879","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":[0.2453793,0.00003045587,0.753099,0.00040923574,0.00022691407,0.0004251201,0.000012117758,0.00038700958,0.000030834526],"genre_scores_gemma":[0.379034,0.0000100035795,0.61746913,0.000024163981,0.000022185524,0.000003085731,0.00046962837,0.000025021645,0.0029427507],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998241,0.00010753632,0.00018923356,0.0006705947,0.00047024115,0.00032138597],"domain_scores_gemma":[0.998512,0.00011762989,0.00041244348,0.0005760766,0.0002907988,0.000091019116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004898614,0.00028143302,0.00037000814,0.00071090553,0.0004452656,0.00006271171,0.00086236023,0.00041637922,0.000009557909],"category_scores_gemma":[0.00001856997,0.00029182385,0.00016233271,0.00037010844,0.00006609868,0.0004128371,0.000035530567,0.00027229707,0.0000041800968],"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":[0.0045828423,0.0009634959,0.00014599983,0.0026944731,0.00021135522,0.00007796772,0.06336034,0.27595848,0.06015349,0.009118915,0.0006728166,0.58205986],"study_design_scores_gemma":[0.0012047347,0.0006279975,0.0006753975,0.0005233188,0.000099335964,0.0000022439174,0.0077074515,0.8954186,0.09307441,0.00026158255,0.000056753328,0.00034819293],"about_ca_topic_score_codex":0.005130438,"about_ca_topic_score_gemma":0.0023546447,"teacher_disagreement_score":0.6194601,"about_ca_system_score_codex":0.00013207107,"about_ca_system_score_gemma":0.00013131351,"threshold_uncertainty_score":0.9999534},"labels":[],"label_agreement":null},{"id":"W6999976322","doi":"","title":"Does sex influence the effect of mixed mode exercise training on glycemic control, insulin sensitivity and inflammatory markers in overweight/obese, sedentary males and females?","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Adipokines, Inflammation, and Metabolic 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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Glycemic; Aerobic exercise; Diabetes mellitus; Cmax; Insulin; Type 2 diabetes; Insulin resistance; Type 2 Diabetes Mellitus","score_opus":0.006641379745908099,"score_gpt":0.21629843230221246,"score_spread":0.20965705255630437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999976322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982462,0.00031225532,7.937768e-7,0.00019428416,0.00014118155,0.00088718254,0.00012040196,0.000042955333,0.00005474958],"genre_scores_gemma":[0.98808604,0.0015325329,0.0000351591,0.00001715911,0.00003855054,0.000003465336,0.00025937962,0.00003028917,0.009997418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855834,0.0002280738,0.00023996407,0.00038052848,0.0003495837,0.0002434817],"domain_scores_gemma":[0.99873453,0.00043271555,0.00032398294,0.00027981878,0.0000965572,0.00013239024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000424213,0.000320045,0.000865542,0.0004065132,0.0001247598,0.000012536592,0.00010579503,0.00029758576,0.000010900007],"category_scores_gemma":[0.00011219276,0.00022766218,0.00013043864,0.00017842453,0.00029579256,0.0002048694,0.00004283998,0.00032455282,0.0000029446421],"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":[0.050715227,0.00021863761,0.6320946,0.014265742,0.0013180037,0.001141813,0.22681583,0.0015015686,0.029301817,0.00012810393,0.00024778614,0.042250868],"study_design_scores_gemma":[0.0048225704,0.00029898633,0.9309547,0.0025371206,0.0008460795,0.0000069467037,0.057400674,0.0008877521,0.0019169657,0.000029591009,0.000043168486,0.00025542604],"about_ca_topic_score_codex":0.009814174,"about_ca_topic_score_gemma":0.0255459,"teacher_disagreement_score":0.29886013,"about_ca_system_score_codex":0.00004416735,"about_ca_system_score_gemma":0.00011413547,"threshold_uncertainty_score":0.99677956},"labels":[],"label_agreement":null},{"id":"W7000046967","doi":"","title":"An Efficient Computation of\\nConvex Closure on Abstract Events","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo; International Council for Canadian Studies","keywords":"Event (particle physics); Nucleofection; Filter (signal processing); Frame (networking)","score_opus":0.007194938647522051,"score_gpt":0.21573508652750725,"score_spread":0.2085401478799852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000046967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973961,0.000032630818,0.001050306,0.00007318064,0.0007289853,0.00029767805,0.000017790686,0.00009684587,0.00030644407],"genre_scores_gemma":[0.98741996,0.000006699865,0.0020903337,0.0000046617997,0.000029169998,3.1110756e-7,0.00026579853,0.000011988172,0.010171101],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99847865,0.00006799569,0.00023366905,0.00046790036,0.0005396559,0.00021210458],"domain_scores_gemma":[0.99851805,0.000037651484,0.00052461383,0.0005452298,0.00030049338,0.00007395612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027352964,0.00022369265,0.00040517017,0.000296615,0.00014556308,0.000016785401,0.00077885727,0.00030861894,0.000014215746],"category_scores_gemma":[0.0000052845376,0.00023158189,0.00019408739,0.0002682891,0.00004781221,0.00025527994,0.000039905448,0.00020477868,0.000045412817],"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":[0.0018028808,0.0071681323,0.0639873,0.0120718395,0.00079257664,0.00025568664,0.50118613,0.2873102,0.008630623,0.002663853,0.006295598,0.10783519],"study_design_scores_gemma":[0.0019459331,0.0011901162,0.9232337,0.001426989,0.00012199742,0.0000052791465,0.022587948,0.040816158,0.007185167,0.00044977624,0.00010009877,0.00093688135],"about_ca_topic_score_codex":0.011829073,"about_ca_topic_score_gemma":0.0027351708,"teacher_disagreement_score":0.8592464,"about_ca_system_score_codex":0.00008277456,"about_ca_system_score_gemma":0.00011848181,"threshold_uncertainty_score":0.9947512},"labels":[],"label_agreement":null},{"id":"W7000153913","doi":"","title":"Enzyme-instructed siRNA Release and Functional Self-assembly of Peptide-based Delivery System","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"RNA Interference and Gene Delivery","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 Waterloo; Mitacs","keywords":"Endosome; Transfection; Small interfering RNA; Peptide; Endocytosis; RNA; RNA interference; Liposome; Phosphorylation; Gene delivery","score_opus":0.006140010028352442,"score_gpt":0.1794455569243863,"score_spread":0.17330554689603386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000153913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985665,0.00056599063,0.0000405601,0.000030038324,0.00028522473,0.00013547228,0.00009315732,0.000019515386,0.00026352186],"genre_scores_gemma":[0.9575767,0.00030729407,0.0006227377,0.000014092431,0.00006174436,6.3862217e-7,0.001981451,0.000022161925,0.039413188],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989335,0.00007198595,0.0001718997,0.00043506332,0.00020974348,0.00017783427],"domain_scores_gemma":[0.99876994,0.000013001955,0.00029713596,0.0003105326,0.0005190587,0.00009033597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000690534,0.00023331842,0.0003596293,0.00014956223,0.00009887961,0.000012314646,0.0001737482,0.00040769,0.000034267578],"category_scores_gemma":[0.000008791166,0.00028085345,0.00020733206,0.00010214803,0.000058888774,0.000011154675,0.00005184591,0.00013067001,0.000005904707],"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":[0.0010130252,0.0001088243,0.000736993,0.0012463932,0.00046444696,0.000057856538,0.0024858948,0.00013903936,0.9897938,0.000023886267,0.0030258829,0.00090398197],"study_design_scores_gemma":[0.0016731195,0.00061752374,0.010456612,0.00067874877,0.000493666,0.000020792522,0.078445345,0.0006884201,0.9057767,0.000002285661,0.00059472886,0.00055210514],"about_ca_topic_score_codex":0.0043149786,"about_ca_topic_score_gemma":0.0074425763,"teacher_disagreement_score":0.08401712,"about_ca_system_score_codex":0.00003480033,"about_ca_system_score_gemma":0.0003063244,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W7000188561","doi":"","title":"End-to-End Encrypted Group Messaging with Insider Security","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Authentication Protocols Security","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Subpoena; Pretext; Key (lock); Frame (networking); Secrecy; Context (archaeology)","score_opus":0.008032849443174964,"score_gpt":0.21676471476553008,"score_spread":0.2087318653223551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000188561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90216684,0.00014176722,0.08601949,0.0023036588,0.0004401829,0.00509827,0.000051518604,0.0004965294,0.003281755],"genre_scores_gemma":[0.7359136,0.000045005745,0.13245854,0.00018723072,0.00005224784,0.000056844616,0.00075175887,0.0000821689,0.13045262],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976062,0.00014552614,0.00019804596,0.00094469334,0.00068720913,0.00041829335],"domain_scores_gemma":[0.99780643,0.000065227025,0.0003998135,0.0010332761,0.00046998623,0.00022526675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019975711,0.00036198267,0.0005247884,0.00037700217,0.00029564326,0.00010005443,0.0013140694,0.0002324126,0.0002844219],"category_scores_gemma":[0.000024843466,0.00041260733,0.00014283076,0.0008511212,0.00009297308,0.0009136431,0.00036473718,0.00044261845,0.000055445067],"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":[0.00035702335,0.0006757716,0.0009893995,0.0013311616,0.00048094097,0.0006777673,0.7982792,0.00017335927,0.011201237,0.170351,0.00059891865,0.014884211],"study_design_scores_gemma":[0.01083824,0.0020975939,0.054404348,0.006694548,0.0010270616,0.00015046781,0.6772525,0.01267778,0.09750665,0.10539938,0.023380557,0.0085709095],"about_ca_topic_score_codex":0.0048443195,"about_ca_topic_score_gemma":0.032986894,"teacher_disagreement_score":0.16625322,"about_ca_system_score_codex":0.00013747594,"about_ca_system_score_gemma":0.00022317198,"threshold_uncertainty_score":0.9998326},"labels":[],"label_agreement":null},{"id":"W7000224187","doi":"","title":"Efficient Lattice Decoders for the Linear Gaussian Vector Channel: Performance &amp; Complexity Analysis","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Wireless Communication 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":"University of Waterloo","funders":"","keywords":"Decoding methods; MIMO; Lattice (music); Gaussian; Lattice reduction; Computational complexity theory; Wireless; Channel (broadcasting); Communication complexity","score_opus":0.02938179547990255,"score_gpt":0.238690677707521,"score_spread":0.20930888222761845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000224187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95542437,0.00038486582,0.041970808,0.00015217082,0.00021320755,0.0007267677,0.0001232959,0.000518326,0.00048621322],"genre_scores_gemma":[0.8944776,0.0011313075,0.0521113,0.000010682626,0.000038387367,0.000012413603,0.0013299944,0.00009578909,0.05079252],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991677,0.000029711637,0.00015688509,0.00022706985,0.00016751148,0.00025116498],"domain_scores_gemma":[0.99870366,0.000093063485,0.00018903645,0.0007724892,0.00018000342,0.00006174791],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014722193,0.00024566925,0.00042385183,0.00032830288,0.0003134867,0.000010054363,0.0007722461,0.0002033581,0.00008679662],"category_scores_gemma":[0.000009767033,0.0002462098,0.00027551607,0.00043417548,0.00012367297,0.00007864556,0.000056521243,0.00028236833,0.00002053656],"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":[0.0008358935,0.0003189744,0.0004661699,0.0033246896,0.0062181163,0.0000037159668,0.30556756,0.66446084,0.0021436957,0.0021944558,0.0016895047,0.012776377],"study_design_scores_gemma":[0.00055745716,0.000087234475,0.012103038,0.00021776694,0.0022316922,8.1240756e-7,0.034400713,0.94074917,0.0058611007,0.00016799135,0.002769125,0.0008538724],"about_ca_topic_score_codex":0.0033273557,"about_ca_topic_score_gemma":0.039133783,"teacher_disagreement_score":0.27628836,"about_ca_system_score_codex":0.000087136235,"about_ca_system_score_gemma":0.000020030742,"threshold_uncertainty_score":0.999999},"labels":[],"label_agreement":null},{"id":"W7000317150","doi":"","title":"Exploring the factors influencing access to and utilization of sexual health services by South Asian men in Ontario","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Reproductive health; Thematic analysis; South asia; Immigration; Health care; Qualitative research; Human sexuality","score_opus":0.06650973830187615,"score_gpt":0.3009549335116229,"score_spread":0.23444519520974674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000317150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984336,0.00005648356,0.000003692973,0.00055147306,0.000029045612,0.0004893553,0.00006458401,0.000011023616,0.00036075435],"genre_scores_gemma":[0.85048866,0.00006287415,0.000036961836,0.000014120664,0.0000045987344,0.000002496248,0.000988574,0.000014184361,0.14838752],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99901193,0.000081038066,0.00015374254,0.00022707466,0.00032808486,0.00019813553],"domain_scores_gemma":[0.99942684,0.000016784657,0.00016826407,0.00017725577,0.000082220904,0.00012864309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018078856,0.00012147662,0.00031479567,0.0004217451,0.00017402039,0.000017593138,0.00024020782,0.000049173635,0.00029773978],"category_scores_gemma":[0.000010154063,0.00011318244,0.000050199484,0.00028069256,0.000028803874,0.00034281422,0.00012567577,0.00030739768,0.0000011850451],"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":[0.0002497583,0.000068744834,0.11609903,0.0012178462,0.00008529092,0.000004468203,0.8769402,0.000009169357,0.0011594503,0.0000068916556,0.00065741834,0.0035017254],"study_design_scores_gemma":[0.00031425056,0.0007081188,0.36874515,0.0003967312,0.000034798893,3.3813365e-7,0.62908065,0.0000347194,0.00032443457,0.0000023238958,0.00029576747,0.00006272328],"about_ca_topic_score_codex":0.87599653,"about_ca_topic_score_gemma":0.9507104,"teacher_disagreement_score":0.25264612,"about_ca_system_score_codex":0.00026846424,"about_ca_system_score_gemma":0.0002242039,"threshold_uncertainty_score":0.4615446},"labels":[],"label_agreement":null},{"id":"W7000317924","doi":"","title":"Fast Nonlinear Model Predictive Control of Quadrotors: Design and Experiments","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Adaptive Control of Nonlinear 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":"Control theory (sociology); Model predictive control; Nonlinear system; Residual; Computation; Kalman filter; Controller (irrigation); Observer (physics); Nonlinear control","score_opus":0.013561395633675189,"score_gpt":0.1991479431192683,"score_spread":0.1855865474855931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000317924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7571538,0.0013488035,0.23703572,0.00010286864,0.0004396677,0.0023399796,0.00058037275,0.0003062036,0.0006925478],"genre_scores_gemma":[0.9512222,0.000145979,0.025433762,0.0000069641933,0.00009722987,0.00000455536,0.00026455073,0.00011493399,0.022709833],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998968,0.000060219718,0.00020748128,0.00028802216,0.0002729876,0.0002032586],"domain_scores_gemma":[0.99923384,0.000049910937,0.00021135711,0.00019776926,0.00017808819,0.00012902525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008464698,0.00030371652,0.0007201171,0.00017381884,0.00005005685,0.000008828227,0.00025321112,0.0002867043,0.000017323073],"category_scores_gemma":[0.000012262866,0.0003677084,0.00013404738,0.000091694725,0.00007416393,0.00018657478,0.000027826789,0.00022104521,0.000010152441],"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":[0.0037951411,0.00021365505,0.000271152,0.0026269963,0.0029566973,0.000096626514,0.33260253,0.4429267,0.2112989,0.00013583533,0.0014221811,0.0016535803],"study_design_scores_gemma":[0.001725123,0.0002454995,0.00014455445,0.00025398537,0.0002167439,8.670112e-7,0.045472518,0.9459299,0.0056517017,0.000010660778,0.00006390818,0.0002845272],"about_ca_topic_score_codex":0.0008768992,"about_ca_topic_score_gemma":0.00035242125,"teacher_disagreement_score":0.50300324,"about_ca_system_score_codex":0.00007134552,"about_ca_system_score_gemma":0.0000623225,"threshold_uncertainty_score":0.9998775},"labels":[],"label_agreement":null},{"id":"W7000330188","doi":"","title":"Exploration of the Underlying Visual Perceptual and Cognitive Mechanisms of Dynamic Visual Acuity","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo; Canadian Optometric Education Trust Fund","keywords":"Cognition; Perception; Visual perception; Gaze-contingency paradigm; Visual acuity; Visual field; Eye movement; Stroop effect","score_opus":0.046558379775962264,"score_gpt":0.30240660309100464,"score_spread":0.25584822331504237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000330188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977464,0.00002673158,0.001095068,0.00013874634,0.0003980335,0.00032417147,0.000069589325,0.00004286151,0.00015838718],"genre_scores_gemma":[0.95686907,0.00007792732,0.00012771618,0.00002405342,0.000007570344,6.6070277e-7,0.00007604952,0.000027680708,0.04278927],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99848956,0.0001834947,0.00020027992,0.00045861703,0.00048755066,0.0001805046],"domain_scores_gemma":[0.99917585,0.00008019173,0.00038923896,0.00012585807,0.00016994047,0.00005891947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017489589,0.00023770424,0.00038213946,0.00026761595,0.0002516996,0.000029904913,0.00025792758,0.000279247,0.00016572714],"category_scores_gemma":[0.00006613953,0.00022064341,0.00016462231,0.0003593472,0.0002711033,0.00042541954,0.0001246297,0.00030832994,0.000017588796],"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":[0.00020611695,0.00009963417,0.000003808095,0.0007190233,0.000027457729,0.000004232755,0.15155616,0.0000042198503,0.8396429,0.0011268484,0.000010406085,0.006599202],"study_design_scores_gemma":[0.00068740215,0.00070380315,0.0015846326,0.0012561552,0.00045091912,0.000005838378,0.6568258,0.0050583514,0.32590982,0.007142692,0.0000042899946,0.00037030695],"about_ca_topic_score_codex":0.0011191233,"about_ca_topic_score_gemma":0.004477951,"teacher_disagreement_score":0.5137331,"about_ca_system_score_codex":0.000042533713,"about_ca_system_score_gemma":0.00012350718,"threshold_uncertainty_score":0.8997577},"labels":[],"label_agreement":null},{"id":"W7000352141","doi":"","title":"The Evolution of Subhalo Orbits in Galaxy Clusters","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Galaxy merger; Interacting galaxy; Galaxy cluster; Brightest cluster galaxy; Lenticular galaxy; Galaxy group; Galaxy groups and clusters; Peculiar galaxy; Galaxy formation and evolution","score_opus":0.007614513060889611,"score_gpt":0.2193971796742252,"score_spread":0.21178266661333559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000352141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982448,0.00002338513,0.00013601556,0.00016376264,0.00013437169,0.00022117817,0.000041777766,0.000011209487,0.0010234651],"genre_scores_gemma":[0.7972702,0.0000069988682,0.00007260341,2.0172331e-7,0.000042681182,8.924331e-7,0.00018728896,0.000014181439,0.20240498],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989548,0.00007268443,0.00014483422,0.00023136077,0.0002810418,0.0003153322],"domain_scores_gemma":[0.9992555,0.00010852895,0.00021371411,0.00023763168,0.00012367345,0.000060953073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015003231,0.00015567733,0.0002935635,0.00017311506,0.00015983975,0.000012370822,0.00040984855,0.00008607112,0.00008607165],"category_scores_gemma":[0.0000054642933,0.00014714185,0.00019050109,0.00033774317,0.00013326744,0.00011048631,0.000083939995,0.0003334833,0.00006780956],"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":[0.0046609966,0.0013311595,0.1952133,0.0010782544,0.0019965249,0.00005555678,0.25870126,0.0027925319,0.021638904,0.044082947,0.009591606,0.45885694],"study_design_scores_gemma":[0.001367783,0.00021701523,0.186257,0.0004949868,0.00009987299,6.5912864e-8,0.8027761,0.0011170099,0.004987468,0.002059048,0.00022643359,0.00039722296],"about_ca_topic_score_codex":0.08270593,"about_ca_topic_score_gemma":0.020090438,"teacher_disagreement_score":0.54407483,"about_ca_system_score_codex":0.00009708661,"about_ca_system_score_gemma":0.00020198565,"threshold_uncertainty_score":0.99779034},"labels":[],"label_agreement":null},{"id":"W7000352340","doi":"","title":"Evaluation of Wind Flows and Turbulent Fluxes in Complex Terrain of Canadian Rockies","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Meteorological Phenomena and Simulations","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":"Terrain; Parametrization (atmospheric modeling); Numerical weather prediction; Smoothing; Turbulence; Boundary layer; Flow (mathematics); Planetary boundary layer","score_opus":0.03522663185633957,"score_gpt":0.2218707950080842,"score_spread":0.18664416315174465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000352340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99630255,0.0004938129,1.6846285e-7,0.0002835441,0.00006338134,0.00021130606,0.00015739186,0.000004139464,0.0024837228],"genre_scores_gemma":[0.9918903,0.000064184605,0.00020842724,0.000005068266,0.0000073967713,3.8567855e-8,0.0011467474,0.0000020971133,0.0066757286],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991247,0.00011388794,0.00013773191,0.00017699641,0.00031764215,0.00012903556],"domain_scores_gemma":[0.9995469,0.000045936602,0.00010460187,0.00009598564,0.00012946912,0.000077111275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000415767,0.000102345526,0.00026892286,0.0007089373,0.000055060773,0.0000068032623,0.00012307298,0.00012585853,0.0020435774],"category_scores_gemma":[0.000022185095,0.000099209494,0.000050498093,0.0002769015,0.00006150038,0.00008277788,0.000005947488,0.00009545704,0.00000881798],"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":[0.0004267084,0.00012234408,0.124394394,0.0019019525,0.00053083553,0.000053559168,0.6215893,0.1868549,0.004008353,0.00044690233,0.001799435,0.057871297],"study_design_scores_gemma":[0.0004148229,0.00017416284,0.8547328,0.0001239273,0.00024205731,6.5029985e-7,0.062229108,0.078773096,0.000046813908,0.002845431,0.000255772,0.00016135466],"about_ca_topic_score_codex":0.77479404,"about_ca_topic_score_gemma":0.9868266,"teacher_disagreement_score":0.7303384,"about_ca_system_score_codex":0.000013472461,"about_ca_system_score_gemma":0.00013664844,"threshold_uncertainty_score":0.9988687},"labels":[],"label_agreement":null},{"id":"W7000370119","doi":"","title":"Family Meal Influence on Dietary Quality of Students in Grade Six, Seven, and Eight from Ontario and Nova Scotia","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Nova scotia; Meal; Food frequency questionnaire; Obesity; Health promotion; Family health; Healthy eating; Body mass index; Quarter (Canadian coin); Quality (philosophy)","score_opus":0.023551227298455896,"score_gpt":0.2824235998633604,"score_spread":0.25887237256490453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000370119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989574,0.000091859896,1.8870516e-7,0.00012417872,0.00010347754,0.00039230374,0.000082573766,0.000014624364,0.00023338842],"genre_scores_gemma":[0.9896702,0.00009212486,0.00024506325,0.000042409683,0.000020862188,1.17165605e-7,0.00039954268,0.000017958351,0.0095117055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982456,0.000085639964,0.00023262271,0.0005181107,0.0006734182,0.00024459514],"domain_scores_gemma":[0.9989257,0.00013723683,0.00031059838,0.00031165165,0.00015213099,0.00016269172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021665638,0.0002962631,0.0009172508,0.0002933875,0.000049849452,0.000010214109,0.00021393406,0.00032300875,0.00003879896],"category_scores_gemma":[0.000023394829,0.00032641093,0.00010112109,0.000185219,0.00019621468,0.00021800645,0.00013335339,0.0005712398,0.000008704614],"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":[0.0012578386,0.0029390163,0.93079114,0.00055980455,0.00024850262,0.0000934086,0.052996777,0.0000044941376,0.010595985,0.000027064048,0.00004909241,0.0004368657],"study_design_scores_gemma":[0.0022097563,0.0004743927,0.97445107,0.00061207806,0.00024553476,6.8412896e-7,0.020012291,0.00000445669,0.0015088442,0.00021762679,0.0000127505455,0.00025054516],"about_ca_topic_score_codex":0.8285512,"about_ca_topic_score_gemma":0.92890245,"teacher_disagreement_score":0.1003513,"about_ca_system_score_codex":0.00019944385,"about_ca_system_score_gemma":0.00010318618,"threshold_uncertainty_score":0.9999188},"labels":[],"label_agreement":null},{"id":"W7000388314","doi":"","title":"Exploring the relationship between transit-induced intensification and retail gentrification in a mid-sized Canadian city","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning 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":"Gentrification; Downtown; Transit (satellite); Bridge (graph theory); Public transport; Urban planning","score_opus":0.12043035314727976,"score_gpt":0.2563525859015998,"score_spread":0.13592223275432005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000388314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911317,0.00008374333,0.0000014737824,0.007595945,0.00019086114,0.00030770857,0.000042150554,0.000023738554,0.00062264944],"genre_scores_gemma":[0.933713,0.00011755363,0.000035323326,0.000009093165,0.000033015658,0.0000025620725,0.00031383944,0.000008688623,0.06576689],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988147,0.000273266,0.00012344494,0.0002664113,0.0002979456,0.00022422391],"domain_scores_gemma":[0.999165,0.00024006222,0.00021211313,0.00018552628,0.00009232867,0.00010499468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006661389,0.000110073845,0.00019693158,0.00025647713,0.0009520138,0.000029832589,0.00030039437,0.00014217263,0.00006666061],"category_scores_gemma":[0.00022577474,0.00012721667,0.000055775705,0.00045923388,0.000086114,0.000295458,0.000010545972,0.0004072733,0.0000048269653],"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":[0.00006615975,0.000010615632,0.19523372,0.00003672532,0.000024086265,0.0000073091514,0.800522,0.0000054999214,0.00016542786,0.0010815251,0.0002977984,0.002549101],"study_design_scores_gemma":[0.00017320632,0.000011939853,0.69729125,0.00005171331,0.00004702141,1.2021718e-7,0.29991525,0.000006925367,0.00003051657,0.00009364586,0.0022707027,0.00010770207],"about_ca_topic_score_codex":0.93762344,"about_ca_topic_score_gemma":0.97967595,"teacher_disagreement_score":0.50205755,"about_ca_system_score_codex":0.00036933782,"about_ca_system_score_gemma":0.00044153866,"threshold_uncertainty_score":0.73222166},"labels":[],"label_agreement":null},{"id":"W7000407788","doi":"","title":"Examining the Application and Use of the Baby-Friendly Initiative within Rural and Urban Health Facilities in Canada among Indigenous Mothers","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Breastfeeding Practices and Influences","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":"University of Waterloo","keywords":"Indigenous; Breastfeeding; Health care; Qualitative research; Grey literature; Rural health; Conceptual framework; Service (business); Public health","score_opus":0.021147743639293577,"score_gpt":0.22022003490762074,"score_spread":0.19907229126832715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000407788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998179,0.00012989991,5.6406947e-7,0.0010957936,0.00007298179,0.00041412606,0.00006215147,0.000007556844,0.000037898655],"genre_scores_gemma":[0.9821268,0.00018069061,0.00004917142,0.000039402737,0.000007273995,0.0000010556649,0.0000474143,0.000009630591,0.017538587],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99928164,0.00008151187,0.00013348201,0.0001537852,0.00021230933,0.00013725944],"domain_scores_gemma":[0.99916786,0.00013911784,0.00042826866,0.0001463656,0.000070152004,0.000048215472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020364914,0.00011504534,0.00026924405,0.000091295835,0.00017259661,0.000012162102,0.000103668404,0.000074810574,0.000004986009],"category_scores_gemma":[0.00003530096,0.000084511965,0.000022057142,0.00016961254,0.00018015402,0.00020766289,0.000036410678,0.0002433238,2.1871098e-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":[0.00014797968,0.00001027137,0.30443123,0.00047594548,0.00007947441,0.0000033858626,0.6906551,0.00003395973,0.000099254714,0.00003062453,0.00013491933,0.0038978462],"study_design_scores_gemma":[0.00016025436,0.000063586805,0.52501315,0.00023617607,0.000030728577,0.0000018948055,0.47428355,0.000073227835,0.000030356257,0.0000054369602,0.000057352092,0.000044298595],"about_ca_topic_score_codex":0.99194473,"about_ca_topic_score_gemma":0.992462,"teacher_disagreement_score":0.22058192,"about_ca_system_score_codex":0.00013204792,"about_ca_system_score_gemma":0.0007230123,"threshold_uncertainty_score":0.3446298},"labels":[],"label_agreement":null},{"id":"W7000422891","doi":"","title":"An Enhanced Mechanistic Analysis Framework for Designing Resilient Airfield Pavements","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","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":"Pavement engineering; Field (mathematics); Runway; Pavement management; Rut; Loss and damage; Adaptation (eye); Software","score_opus":0.012337586762483201,"score_gpt":0.24582531380301845,"score_spread":0.23348772704053525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000422891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8395402,0.0000543198,0.15892282,0.000016187354,0.000511328,0.0006028782,0.00006584263,0.00015156451,0.00013485152],"genre_scores_gemma":[0.9096007,0.0001178955,0.047091153,0.000012449755,0.00005541314,0.00001816722,0.0045863516,0.000068748464,0.03844914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986575,0.000048176193,0.00019470147,0.0003575219,0.000443647,0.00029842148],"domain_scores_gemma":[0.99913377,0.00006414934,0.00020259597,0.00039453464,0.0001256403,0.00007934118],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028280506,0.00025018028,0.00042004112,0.0005678995,0.000291597,0.000021060732,0.000385723,0.00024027431,0.0015562556],"category_scores_gemma":[0.000016149546,0.00034479616,0.0002159699,0.00051007926,0.000013784487,0.00024228469,0.000025822459,0.00026038435,0.000011452102],"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":[0.000616799,0.00024274454,0.0004472886,0.0020766617,0.004248625,0.00001305268,0.25142157,0.6080891,0.11918451,0.001573331,0.0007709633,0.01131537],"study_design_scores_gemma":[0.0015385513,0.0011536792,0.0031732959,0.00035352804,0.006760508,2.2281897e-7,0.4094902,0.41946086,0.15331072,0.003021458,0.00022369043,0.0015132934],"about_ca_topic_score_codex":0.0009198715,"about_ca_topic_score_gemma":0.006416861,"teacher_disagreement_score":0.18862823,"about_ca_system_score_codex":0.0002350829,"about_ca_system_score_gemma":0.000039807353,"threshold_uncertainty_score":0.9999004},"labels":[],"label_agreement":null},{"id":"W7000443975","doi":"","title":"Evaluation of the Capacity Building Model for the Tremplin Santé Program: A Mixed Methods Study","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Youth Development and Social Support","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); Summer camp; Intervention (counseling); Physical activity; Health promotion; Qualitative research; Capacity building; Behaviour change","score_opus":0.0848599656894167,"score_gpt":0.38472102771447536,"score_spread":0.2998610620250587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000443975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99439734,0.00010289526,0.0002179232,0.00057563337,0.00084621407,0.0029888123,0.000024751167,0.000043724,0.00080267753],"genre_scores_gemma":[0.88247895,0.00003183681,0.00812584,0.000003470696,0.000062779356,0.00001989269,0.000030792944,0.000018035904,0.10922838],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974491,0.00077490945,0.00016866878,0.0002759738,0.0010938073,0.0002375486],"domain_scores_gemma":[0.9985044,0.0001774939,0.00030602072,0.00021169994,0.0007579183,0.000042455566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065024374,0.00015619978,0.000305597,0.00010242036,0.0009847934,0.000040668874,0.00062557706,0.00023359523,0.000048642167],"category_scores_gemma":[0.00024000577,0.000118770506,0.00030229686,0.00040376082,0.0002058557,0.000119868695,0.000068038295,0.00020240601,0.000001615433],"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":[0.00003755214,0.00011442208,0.0006078273,0.0000731416,0.00030222014,2.3033103e-7,0.9283763,0.000102421174,0.00014379661,0.0006947456,0.00039657348,0.06915073],"study_design_scores_gemma":[0.00042518968,0.000053454038,0.014532292,0.00009194831,0.0022396909,3.6387863e-8,0.9594689,0.018344415,0.0001740588,0.004129295,0.0003471751,0.0001935608],"about_ca_topic_score_codex":0.051146008,"about_ca_topic_score_gemma":0.39119685,"teacher_disagreement_score":0.34005085,"about_ca_system_score_codex":0.0002445033,"about_ca_system_score_gemma":0.00088821916,"threshold_uncertainty_score":0.9551725},"labels":[],"label_agreement":null},{"id":"W7000455342","doi":"","title":"Exploring the Tourism Development Trajectory in a Post-colonial Region Through the Lens of Evolutionary Economic Geography: The Case of Central Region of Ghana","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Aspects of Tourism 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":"Tourism; Destinations; Trajectory; Tourism geography; Ecotourism; Resource (disambiguation); Heritage tourism","score_opus":0.042490464405156525,"score_gpt":0.2530337758609077,"score_spread":0.21054331145575117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000455342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935141,0.00022692577,6.1473366e-7,0.0040107686,0.00036489795,0.00068129436,0.000028365192,0.000010620555,0.0011623875],"genre_scores_gemma":[0.9921119,0.0007479031,0.000084899795,0.0000065458908,0.00005271432,0.000004370142,0.000037917223,0.000012845238,0.006940865],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980432,0.0005627358,0.00025240832,0.0002738646,0.0004997023,0.00036810784],"domain_scores_gemma":[0.9985879,0.00026481657,0.0005604188,0.0003665151,0.00018052485,0.000039812814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056914054,0.0001626624,0.00033919976,0.00030722207,0.0008107944,0.00001092724,0.0010398265,0.000120005956,0.00015223483],"category_scores_gemma":[0.000041407468,0.00012901559,0.00027686552,0.00035762665,0.0008142194,0.00043882645,0.00018681836,0.00040805212,0.0000015794558],"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":[0.0007241892,0.0001638814,0.00095437333,0.0001495916,0.00028637057,0.00068232423,0.98869914,0.00045226904,0.000069152324,0.0037580563,0.0015020855,0.0025585755],"study_design_scores_gemma":[0.00041556457,0.0001281808,0.055791527,0.00010602963,0.00009732033,0.000009501858,0.94172305,0.0000186724,0.00021471528,0.00023793145,0.0011079834,0.00014951074],"about_ca_topic_score_codex":0.65639985,"about_ca_topic_score_gemma":0.47187868,"teacher_disagreement_score":0.1845212,"about_ca_system_score_codex":0.00037882934,"about_ca_system_score_gemma":0.00090123643,"threshold_uncertainty_score":0.6236057},"labels":[],"label_agreement":null},{"id":"W7000499821","doi":"","title":"Exploring the Determinants That Contribute to and Promote the Wellbeing of Immigrant and Refugee Children in Canada","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Migration, Health and Trauma","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":"Public Health Ontario","funders":"","keywords":"Refugee; Immigration; Psychosocial; Mental health; Context (archaeology); Stressor; Perception","score_opus":0.017332749047274568,"score_gpt":0.23264397821217064,"score_spread":0.2153112291648961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000499821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968147,0.0007407093,3.697317e-7,0.001429363,0.00031449492,0.0005899531,0.00007415827,0.000006512244,0.000029723364],"genre_scores_gemma":[0.9860159,0.00028675888,0.000020944526,0.000030099733,0.000016910508,0.0000030523831,0.000044217173,0.000012865926,0.013569235],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99912316,0.00007782451,0.00013677627,0.00026834063,0.00015726149,0.00023665227],"domain_scores_gemma":[0.9994673,0.00005997794,0.00013423861,0.0002247921,0.000039629587,0.00007405247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022690406,0.00014765354,0.00028281042,0.0001299104,0.0001494869,0.00001136842,0.00019546661,0.000071043134,0.000016954573],"category_scores_gemma":[0.000007673712,0.000108987224,0.000034704033,0.00014450756,0.000040236257,0.00007346299,0.000040267765,0.00022937017,0.000002833499],"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":[0.0004284909,0.000022268308,0.060963035,0.0005007974,0.00016026194,0.00006818896,0.9140915,0.0000044932035,0.0001408633,0.00022543444,0.00065015507,0.02274451],"study_design_scores_gemma":[0.00037812232,0.00006129734,0.79237294,0.00032845544,0.00008667971,0.000008855303,0.2059437,0.000023484095,0.000296932,0.000035494857,0.00034772532,0.000116291536],"about_ca_topic_score_codex":0.9815377,"about_ca_topic_score_gemma":0.9987392,"teacher_disagreement_score":0.7314099,"about_ca_system_score_codex":0.00006195552,"about_ca_system_score_gemma":0.0001504656,"threshold_uncertainty_score":0.444437},"labels":[],"label_agreement":null},{"id":"W7000537633","doi":"","title":"Fast Marching-Cubes-Style Volume Evaluation for Level Set Surfaces","year":2022,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","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":"University of Waterloo","funders":"","keywords":"Marching cubes; Fast marching method; Computation; Volume (thermodynamics); Isosurface; Set (abstract data type); Surface (topology)","score_opus":0.041899270685179346,"score_gpt":0.26157634545456504,"score_spread":0.2196770747693857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000537633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5111818,0.000025660584,0.4867781,0.0012634838,0.00014608125,0.00037446353,0.00007622745,0.00012479565,0.00002939364],"genre_scores_gemma":[0.9251285,0.000011373445,0.05186498,0.000065752574,0.000018961024,0.000004821669,0.000099531295,0.000011871343,0.02279421],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99884593,0.00015220308,0.000090458656,0.00031963963,0.0004135848,0.00017819273],"domain_scores_gemma":[0.9992389,0.00003561272,0.00012556372,0.00034948825,0.00019959456,0.000050826402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077583187,0.00009627184,0.00014152228,0.0002496519,0.00051632675,0.00005048557,0.000875955,0.000029907076,0.000071775765],"category_scores_gemma":[0.00000680425,0.0001233447,0.000102481616,0.00036525045,0.00004501297,0.0002777675,0.00072336145,0.00008156578,0.0000029456626],"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":[0.00021111427,0.0008101078,0.012803494,0.0003040711,0.00032848402,0.000023497738,0.41204244,0.021535825,0.004291702,0.24752116,0.1057385,0.19438961],"study_design_scores_gemma":[0.00055069785,0.00033933463,0.0033552654,0.000009160282,0.000018432076,0.0000058237542,0.005364539,0.98129267,0.0003788055,0.0031964262,0.005297042,0.00019179945],"about_ca_topic_score_codex":0.003290257,"about_ca_topic_score_gemma":0.00093918236,"teacher_disagreement_score":0.95975685,"about_ca_system_score_codex":0.00006442538,"about_ca_system_score_gemma":0.00007869049,"threshold_uncertainty_score":0.5029851},"labels":[],"label_agreement":null},{"id":"W7000557472","doi":"","title":"Forested Watersheds and Water Supply: Exploring Effects of Wildfires, Silviculture, and Climate Change on Downstream Waters","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fire effects on ecosystems","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":"Regional Municipality of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Disturbance (geology); Streamflow; Climate change; Biogeochemical cycle; Surface runoff; Hydrology (agriculture); Water quality; Downstream (manufacturing); Hydrological modelling","score_opus":0.010711047051421146,"score_gpt":0.17996936275294917,"score_spread":0.16925831570152802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000557472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99817353,0.000047106685,7.020266e-8,0.00018209146,0.00047319982,0.0008961524,0.00004400389,0.0000923759,0.000091491136],"genre_scores_gemma":[0.9860533,0.0008006942,0.0000706527,0.000011077874,0.000030641215,0.000012379147,0.00047924864,0.00006000241,0.012482032],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99813265,0.000106387895,0.00018446698,0.00062579097,0.0004084512,0.00054224103],"domain_scores_gemma":[0.9992177,0.00008522646,0.00018674949,0.00032596034,0.00001840772,0.00016594755],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020373393,0.00041464771,0.00061840576,0.000236029,0.00020366158,0.00002681904,0.0002740846,0.0003005356,0.000050617662],"category_scores_gemma":[0.0000099566005,0.0003364369,0.00011262547,0.00015732112,0.00018976141,0.00048321413,0.00025677725,0.00021246455,0.00013455721],"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":[0.0012284197,0.0002681915,0.1348526,0.010100376,0.00039794834,0.00048136836,0.684059,0.00003516864,0.13433856,0.000029878054,0.00097383116,0.03323465],"study_design_scores_gemma":[0.0025582742,0.0013142916,0.7609781,0.003166534,0.0004420998,0.0000111300815,0.05954577,0.00035968272,0.17019087,0.00003945276,0.0003215524,0.0010722108],"about_ca_topic_score_codex":0.069352664,"about_ca_topic_score_gemma":0.028286178,"teacher_disagreement_score":0.6261255,"about_ca_system_score_codex":0.00010044358,"about_ca_system_score_gemma":0.0000033271133,"threshold_uncertainty_score":0.99990875},"labels":[],"label_agreement":null},{"id":"W7000725270","doi":"","title":"Fuzzing OpenMP Compilers","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software Testing and Debugging 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":"Blackberry (Canada)","funders":"","keywords":"Fuzz testing; Compiler; Correctness; Test suite; Suite; Flexibility (engineering); Compile time; Code (set theory)","score_opus":0.015617168249005255,"score_gpt":0.22445262208487107,"score_spread":0.20883545383586583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000725270","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":[0.9450196,0.0013767823,0.009928449,0.0030867993,0.0037846284,0.00077763374,0.00003729909,0.02431712,0.011671671],"genre_scores_gemma":[0.094478495,0.00012739039,0.22073792,0.00007139036,0.00008436092,0.0000011395865,0.0002661943,0.00006598032,0.68416715],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99877524,0.000042322266,0.00011578312,0.00051257137,0.00030188687,0.00025219953],"domain_scores_gemma":[0.99895763,0.00007942273,0.00016320625,0.0005800737,0.00013553623,0.00008411657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019194042,0.00022656118,0.00033736872,0.0003891253,0.0001692176,0.00010871282,0.0013864887,0.00022543596,0.000030227751],"category_scores_gemma":[0.000023945468,0.0002630311,0.00017013217,0.00038272276,0.00005135261,0.00030219718,0.0002750385,0.0003334025,0.00017464273],"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":[0.000087955166,0.00016793147,0.00069945655,0.002120782,0.00038564682,0.00085118937,0.47576028,0.00007038908,0.0018992305,0.0116585735,0.4142429,0.09205565],"study_design_scores_gemma":[0.005711208,0.0036409353,0.02980023,0.033822447,0.0026292836,0.00034961817,0.2665097,0.18789983,0.02888149,0.3521542,0.07327286,0.015328177],"about_ca_topic_score_codex":0.017217712,"about_ca_topic_score_gemma":0.004080879,"teacher_disagreement_score":0.8505411,"about_ca_system_score_codex":0.00007059017,"about_ca_system_score_gemma":0.00011849269,"threshold_uncertainty_score":0.9999822},"labels":[],"label_agreement":null},{"id":"W7000731965","doi":"","title":"Fostering a Sense of Belonging in Toronto – A Case Study of Dixon","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Place Attachment and Urban 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":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Somali; Neighbourhood (mathematics); Distrust; Perception; Sense of community; Refugee; Power (physics)","score_opus":0.02443550196359338,"score_gpt":0.29405988899780944,"score_spread":0.26962438703421604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000731965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946548,0.00029231003,1.1931012e-7,0.000049869646,0.00015495796,0.0003990503,0.000015073346,0.000014033792,0.004419794],"genre_scores_gemma":[0.9273068,0.000115159935,0.000035616347,8.607604e-7,0.0000093021545,7.761284e-7,0.000017749719,0.0000073013534,0.072506465],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989225,0.00017085022,0.00014935766,0.00020804474,0.00036133424,0.00018788863],"domain_scores_gemma":[0.9993614,0.00006931024,0.00031106296,0.00014006902,0.00008324473,0.000034935136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035495195,0.00012259312,0.00042713605,0.00017653481,0.00029501825,0.0000051393467,0.00017243043,0.000083327286,0.00023818946],"category_scores_gemma":[0.000016439784,0.00015691185,0.00008992818,0.00020963394,0.0000675739,0.00020446858,0.00021504943,0.00010897312,4.89765e-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":[0.00017152498,0.0002519287,0.010157554,0.00015071708,0.00011183953,0.0007899094,0.98664236,0.000016835498,0.00033717894,0.000065975415,0.00008865949,0.0012155018],"study_design_scores_gemma":[0.00061502325,0.00021522611,0.0038016841,0.00008514064,0.00011273406,0.0000022354334,0.9948895,0.000011289253,0.000038745005,0.000009249779,0.00008982202,0.00012934917],"about_ca_topic_score_codex":0.88260347,"about_ca_topic_score_gemma":0.9835423,"teacher_disagreement_score":0.100938804,"about_ca_system_score_codex":0.0002855225,"about_ca_system_score_gemma":0.000069382135,"threshold_uncertainty_score":0.6398679},"labels":[],"label_agreement":null},{"id":"W7000818162","doi":"","title":"Greenhouse Gas Emissions cuts, a set of fuel-based mitigation wedges in Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Global Energy and Sustainability Research","field":"Energy","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 Waterloo; Government of Canada","keywords":"Greenhouse gas; Fossil fuel; Renewable energy; Climate change; Climate change mitigation; Investment (military); Fugitive emissions; Environmental impact of the energy industry","score_opus":0.010741990681174282,"score_gpt":0.22046631112501552,"score_spread":0.20972432044384123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000818162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99735487,0.00006547841,6.690155e-7,0.0010232734,0.0001531621,0.000190798,0.00010449056,0.00003900164,0.0010682374],"genre_scores_gemma":[0.78305584,0.00009653984,0.000077069795,0.000007487232,0.00001448355,0.0000013175771,0.0015550266,0.000029703186,0.21516256],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837273,0.00017506637,0.00020978134,0.00035209948,0.00050497154,0.00038532115],"domain_scores_gemma":[0.9988087,0.000120431876,0.00018748177,0.00038975978,0.00034168147,0.00015194876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017101182,0.00021349627,0.00045468414,0.00040876382,0.0001034711,0.000007091721,0.00043660394,0.0002916523,0.00027552116],"category_scores_gemma":[0.00010947835,0.0002545588,0.00014158481,0.0006634877,0.000093075665,0.00009537704,0.00006001586,0.00030637236,0.000010783728],"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":[0.008991855,0.0013848785,0.082529664,0.030482555,0.0015923313,0.0040911096,0.4882974,0.22618832,0.015051625,0.013067403,0.042034063,0.08628879],"study_design_scores_gemma":[0.0026731095,0.00027898067,0.062104505,0.0011799007,0.00016948239,0.0000015666782,0.91088164,0.004805556,0.006684692,0.0039947187,0.0063436604,0.00088216295],"about_ca_topic_score_codex":0.99826735,"about_ca_topic_score_gemma":0.9997646,"teacher_disagreement_score":0.42258424,"about_ca_system_score_codex":0.00077028375,"about_ca_system_score_gemma":0.0028856471,"threshold_uncertainty_score":0.99999064},"labels":[],"label_agreement":null},{"id":"W7000910243","doi":"","title":"Hip &amp; Spine Mechanics - Understanding the linkage from several perspectives of injury mechanisms to rehabilitation using biomechanical modelling","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hip 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":"Rehabilitation; Kinematics; Biomechanics; Population; Valgus; Anterior cruciate ligament","score_opus":0.028414086795178966,"score_gpt":0.25998810969723996,"score_spread":0.231574022902061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000910243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.879334,0.00010921347,0.11856415,0.0007138784,0.0002368018,0.0008622375,0.00011097177,0.00003104042,0.00003772472],"genre_scores_gemma":[0.944286,0.000082083076,0.04115141,0.000020317711,0.000026172944,7.9058753e-7,0.0004978074,0.000052134998,0.01388331],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848324,0.00008580541,0.000223025,0.0004935736,0.000463191,0.0002511843],"domain_scores_gemma":[0.9987979,0.000076852455,0.00031432707,0.0004638029,0.0002374502,0.00010969277],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019410458,0.00029121313,0.0006542546,0.0003953899,0.00018513693,0.000013097838,0.00020941312,0.00036444463,0.00014535514],"category_scores_gemma":[0.000031424195,0.00026790026,0.00030680402,0.00034066327,0.000043263655,0.00013289298,0.00006676831,0.00027421533,0.000021027849],"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":[0.00352089,0.0009075583,0.000111058594,0.0010835201,0.0017155932,0.000026832162,0.7616444,0.0055557773,0.20732373,0.017314529,0.000116199495,0.0006799069],"study_design_scores_gemma":[0.0020779306,0.0012203983,0.00011029922,0.0013339745,0.001360103,0.0000021333333,0.9362818,0.03762147,0.002979613,0.016574128,0.000017579938,0.00042054948],"about_ca_topic_score_codex":0.018383458,"about_ca_topic_score_gemma":0.0038295537,"teacher_disagreement_score":0.20434412,"about_ca_system_score_codex":0.00046963347,"about_ca_system_score_gemma":0.00015213863,"threshold_uncertainty_score":0.9999773},"labels":[],"label_agreement":null},{"id":"W7000963881","doi":"","title":"A Hierarchical Pedestrian Behaviour Model to Reproduce Realistic Human Behaviour in a Traffic Environment","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Atmospheric and Environmental Gas 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":"Pedestrian; Schema crosswalk; Intersection (aeronautics); Process (computing); Set (abstract data type); Replicate; Social force model; Planner","score_opus":0.010650077709921487,"score_gpt":0.21248701145775142,"score_spread":0.20183693374782993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000963881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99819875,0.000017018987,0.000053958778,0.00028383525,0.00007614342,0.000640569,0.000053359305,0.000040543837,0.0006358011],"genre_scores_gemma":[0.6783867,0.000053399115,0.00509937,0.000024335344,0.000010051134,0.000007836347,0.0005445435,0.00005582762,0.31581798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9973682,0.00010118682,0.00028014687,0.0010614796,0.00069662964,0.00049236167],"domain_scores_gemma":[0.998816,0.000012948376,0.00022917743,0.00067698647,0.0000030178392,0.00026184475],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002365199,0.00038888914,0.00048557873,0.00007364971,0.00048473067,0.000011404008,0.00072284776,0.00026079683,0.0033060766],"category_scores_gemma":[0.0000066433013,0.000507155,0.00018817818,0.00023228877,0.00019343314,0.00013916609,0.00061525527,0.00060799485,0.000083913204],"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":[0.0003076106,0.0008657584,0.031137807,0.000054109114,0.000026391948,0.0002708422,0.09855495,0.86355275,0.0023256466,0.00004091376,0.00046081113,0.002402402],"study_design_scores_gemma":[0.0028467353,0.0014443924,0.75240535,0.00016624918,0.00068767474,0.000019907806,0.1946175,0.043876674,0.00010847068,0.0004001541,0.00080355204,0.0026233743],"about_ca_topic_score_codex":0.06872436,"about_ca_topic_score_gemma":0.06823407,"teacher_disagreement_score":0.8196761,"about_ca_system_score_codex":0.0011103491,"about_ca_system_score_gemma":0.00002928897,"threshold_uncertainty_score":0.999738},"labels":[],"label_agreement":null},{"id":"W7001030555","doi":"","title":"Immunoaffinity Solid Phase Microextraction","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Analytical chemistry methods development","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":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Nucleofection; Diafiltration; Proteogenomics; Sulfinpyrazone; Fusible alloy","score_opus":0.019013966437461945,"score_gpt":0.3003229621021099,"score_spread":0.28130899566464795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001030555","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":[0.9809842,0.00012009218,0.0004929672,0.00008868049,0.00020137084,0.00007753882,0.000060229504,0.00010965624,0.01786524],"genre_scores_gemma":[0.042660624,0.00018827678,0.015599734,0.00000884405,0.0000979816,3.4659456e-7,0.0022366557,0.000052870957,0.9391547],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984253,0.000023393743,0.0002668797,0.0004899495,0.00040205548,0.00039243978],"domain_scores_gemma":[0.99854296,0.0000925237,0.00047798463,0.00045001812,0.00026605188,0.00017046859],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002652676,0.00035338663,0.00054944906,0.00015595388,0.0001914206,0.000018798486,0.00047736266,0.00073663844,0.0055397535],"category_scores_gemma":[0.000059558926,0.0004555482,0.00029587594,0.00016777968,0.000109876964,0.0001354047,0.00006793383,0.000678631,0.00013106558],"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":[0.0009300787,0.00043215018,0.00005877613,0.0011372669,0.0003715535,0.00014053253,0.016369965,0.0000023882578,0.96552247,0.000018110673,0.0008639137,0.014152806],"study_design_scores_gemma":[0.0014920647,0.000033885735,0.00024441793,0.0003067546,0.00036959045,0.00000965949,0.08596241,0.00007485699,0.9052615,0.00008199777,0.0055648335,0.00059798703],"about_ca_topic_score_codex":0.0050188866,"about_ca_topic_score_gemma":0.002546393,"teacher_disagreement_score":0.9383236,"about_ca_system_score_codex":0.0003146829,"about_ca_system_score_gemma":0.00017818705,"threshold_uncertainty_score":0.99978966},"labels":[],"label_agreement":null},{"id":"W7001048148","doi":"","title":"High-Performance Piezoelectric Nanogenerators Based on Hybrid Perovskite Nanomaterials for Energy-Harvesting","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Sensor and Energy Harvesting 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":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Waterloo","keywords":"Piezoelectricity; Perovskite (structure); Nanomaterials; Dielectric; Formamidinium; Lead zirconate titanate; Nanogenerator; Nanocomposite; Ferroelectricity; Ceramic","score_opus":0.008928595743385196,"score_gpt":0.18135241187301623,"score_spread":0.17242381612963104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001048148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996094,0.000034581935,0.00032113155,0.000014707079,0.0022547357,0.00021073403,0.00021422598,0.0007154914,0.00014039555],"genre_scores_gemma":[0.858019,0.00019716892,0.0032105267,0.000014048197,0.00024898525,0.000008591137,0.0026256144,0.00021924361,0.13545683],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984145,0.000046896977,0.00028638018,0.0004599104,0.00025772201,0.0005345804],"domain_scores_gemma":[0.9990277,0.00012812343,0.00023272441,0.000358319,0.00014119156,0.00011189714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001676019,0.00048245327,0.00070514675,0.0005250701,0.00028681871,0.000050410887,0.00035243938,0.00026491226,0.000054340333],"category_scores_gemma":[0.00004397245,0.0005787237,0.00016139861,0.00029146354,0.000037163078,0.00020524085,0.000020086878,0.00011483379,0.000034104105],"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":[0.0005537239,0.000050260765,0.000026830505,0.002442755,0.00020432711,0.000055928154,0.0026491643,0.4326345,0.53863853,0.00016170462,0.0019659668,0.020616278],"study_design_scores_gemma":[0.0012234608,0.00038074856,0.0003319115,0.00076490635,0.00019166975,0.0000028461957,0.0014042716,0.054351583,0.93915284,0.00007391911,0.0010435345,0.0010783289],"about_ca_topic_score_codex":0.0026151515,"about_ca_topic_score_gemma":0.0015245171,"teacher_disagreement_score":0.40051427,"about_ca_system_score_codex":0.00013473244,"about_ca_system_score_gemma":0.00005821822,"threshold_uncertainty_score":0.9996664},"labels":[],"label_agreement":null},{"id":"W7001086499","doi":"","title":"Improving Predictions of Precipitation Phase over Canada with the Development of a Spatially Aware Parameterization of Rain/Snow Partitioning","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Precipitation; Snow; Probability density function; Variable (mathematics); Phase (matter); Probability distribution; Wind speed; Interval (graph theory)","score_opus":0.013445603812358844,"score_gpt":0.19407334309178953,"score_spread":0.18062773927943068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001086499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800336,0.000019506686,0.0012906981,0.00007009653,0.00009983445,0.00021188862,0.00022322302,0.00001093967,0.0000704253],"genre_scores_gemma":[0.9900547,0.0000123749805,0.0015126199,0.0000019941847,0.0000093179915,4.4415017e-7,0.0033634922,0.0000050201593,0.0050400253],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988358,0.00007440367,0.0002497127,0.00016591234,0.0005576382,0.00011654985],"domain_scores_gemma":[0.99856174,0.000105479114,0.0008001476,0.00012788552,0.0003660866,0.00003866945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024763303,0.00011869451,0.00026418988,0.00020117375,0.00017707648,0.000008508214,0.00018413794,0.000067681416,0.00022720214],"category_scores_gemma":[0.000037928028,0.00010284992,0.00006594422,0.00040345793,0.00006027285,0.00017232005,0.000009251958,0.00007446097,0.0000010209021],"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":[0.002022183,0.00028552715,0.14731823,0.0034556687,0.0024209023,0.000008967126,0.53603536,0.17528616,0.023139082,0.000028255745,0.0010162245,0.10898341],"study_design_scores_gemma":[0.0023753017,0.0006447434,0.6071754,0.0013954733,0.0012722996,3.9543085e-7,0.28342324,0.07787,0.02521658,0.000045629527,0.000059170638,0.0005217698],"about_ca_topic_score_codex":0.62122726,"about_ca_topic_score_gemma":0.98764783,"teacher_disagreement_score":0.45985717,"about_ca_system_score_codex":0.000019119025,"about_ca_system_score_gemma":0.00065500446,"threshold_uncertainty_score":0.41940978},"labels":[],"label_agreement":null},{"id":"W7001112669","doi":"","title":"Implementing Fairness in Real-World Healthcare Machine Learning through Datasheet for Database","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Artificial Intelligence in Healthcare and Education","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":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Datasheet; Health care; Data modeling; Health data; Healthcare system; Predictive modelling; Patient data","score_opus":0.1017163609906551,"score_gpt":0.3870906093227177,"score_spread":0.2853742483320626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001112669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889475,0.0006793032,0.00003786535,0.0073605906,0.0007826673,0.0011405967,0.00045975004,0.00008731356,0.0005044268],"genre_scores_gemma":[0.4761206,0.0026996941,0.0044617937,0.00015560348,0.00044343848,0.000013783005,0.07918963,0.00012352582,0.43679193],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998342,0.00006123161,0.0003426595,0.000522201,0.00024563153,0.00048627655],"domain_scores_gemma":[0.99894696,0.00011147847,0.00025415642,0.00032887913,0.000251878,0.00010664392],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004780042,0.00022548437,0.00050229364,0.00048227498,0.00026664336,0.00001983592,0.00017857424,0.0001971432,0.00021731832],"category_scores_gemma":[0.000059023412,0.00025964214,0.00013470548,0.00045575114,0.000039641058,0.0002561693,0.00007251001,0.0005888535,0.000039008366],"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":[0.0023798663,0.00034078694,0.034804154,0.028254274,0.0002799776,0.00020738221,0.86564326,0.00005464182,0.0026578896,0.0041011055,0.008677705,0.05259895],"study_design_scores_gemma":[0.00038205527,0.00048257268,0.0025680813,0.0042131473,0.00050989684,0.000005674083,0.9480545,0.0036184655,0.0042871777,0.0010325306,0.03432634,0.00051959156],"about_ca_topic_score_codex":0.6445724,"about_ca_topic_score_gemma":0.8147156,"teacher_disagreement_score":0.51282686,"about_ca_system_score_codex":0.00026411584,"about_ca_system_score_gemma":0.0003954391,"threshold_uncertainty_score":0.9999856},"labels":[],"label_agreement":null},{"id":"W7001170669","doi":"","title":"Investigating the role of task intensity on motor unit fatigue recovery","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Muscle activation and electromyography 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":"University of Waterloo","funders":"","keywords":"Intensity (physics); Isometric exercise; Motor unit; Muscle fatigue; Repeated measures design; Task (project management); Analysis of variance","score_opus":0.01178786504454048,"score_gpt":0.1906310319804579,"score_spread":0.1788431669359174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001170669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966114,0.00017370415,0.000003596581,0.00013897821,0.00022110822,0.00018098312,0.000048887323,0.000079044046,0.0025422825],"genre_scores_gemma":[0.97417206,0.00025306517,0.00017791637,0.000023403098,0.000024260258,0.0000017092317,0.00032550844,0.000032575077,0.024989529],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992971,0.000040795294,0.00011343537,0.00015895264,0.00022829945,0.00016144791],"domain_scores_gemma":[0.99940383,0.000067138855,0.00015749257,0.00023162509,0.00010438298,0.000035545585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009015519,0.00017404102,0.00029473784,0.00025786282,0.0002297117,0.0000071277427,0.00027130957,0.00010038405,0.00013242854],"category_scores_gemma":[0.000023265868,0.00017776147,0.000159039,0.00031429375,0.000063575586,0.00008985956,0.000041444153,0.000364666,0.0000015459616],"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":[0.00073960226,0.0002456571,0.007731415,0.002007077,0.003521586,0.000014793994,0.5655517,0.011367722,0.29294887,0.0021628803,0.015864512,0.097844176],"study_design_scores_gemma":[0.00072065514,0.00061812473,0.14179727,0.0004905099,0.0003421361,0.0000015900105,0.8005646,0.0027267342,0.043565426,0.0013214095,0.0070107025,0.0008408527],"about_ca_topic_score_codex":0.008204211,"about_ca_topic_score_gemma":0.0047681746,"teacher_disagreement_score":0.24938345,"about_ca_system_score_codex":0.000052393647,"about_ca_system_score_gemma":0.000023602232,"threshold_uncertainty_score":0.9984003},"labels":[],"label_agreement":null},{"id":"W7001186082","doi":"","title":"Integration of Hydrogen Technology into Large Scale Industrial Manufacturing in Ontario","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hybrid Renewable Energy Systems","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":"Revenue; Investment (military); Capital expenditure; Payback period; Electricity; Capital (architecture); Renewable energy; Automotive industry; Retrofitting","score_opus":0.010891149667278768,"score_gpt":0.19181412613213736,"score_spread":0.18092297646485858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001186082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701804,0.00008105383,0.000008327288,0.00009525243,0.0005284737,0.00018669509,0.000011180242,0.00005133037,0.0020196673],"genre_scores_gemma":[0.69677407,0.000019834062,0.00047856529,0.0000017078402,0.000035454388,0.0000011730409,0.0010960405,0.000030445794,0.30156273],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846655,0.00011250089,0.0003289099,0.00046349567,0.00030819388,0.00032031984],"domain_scores_gemma":[0.9988716,0.00002149124,0.00045269285,0.0004576245,0.00013380953,0.00006276009],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019176696,0.0002864591,0.00076639437,0.0010192873,0.00008526508,0.000010596515,0.00044934335,0.00095901784,0.0004795119],"category_scores_gemma":[0.00001948703,0.00035074085,0.00018633516,0.000372999,0.00006333261,0.00018187653,0.000113224334,0.0005865938,0.000015976768],"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":[0.0011113085,0.0008210158,0.019147227,0.0009301908,0.0010307004,0.000680242,0.58578694,0.016887832,0.34697822,0.0019225554,0.0006403129,0.02406344],"study_design_scores_gemma":[0.0019101165,0.00010646294,0.001985825,0.0010917615,0.00012774765,0.000006022355,0.31069413,0.0001761751,0.67852366,0.0003000521,0.004616276,0.0004617904],"about_ca_topic_score_codex":0.9475119,"about_ca_topic_score_gemma":0.9987208,"teacher_disagreement_score":0.3315454,"about_ca_system_score_codex":0.00060627813,"about_ca_system_score_gemma":0.00038200693,"threshold_uncertainty_score":0.99989444},"labels":[],"label_agreement":null},{"id":"W7001305361","doi":"","title":"Is Revenue Sharing Real Reconciliation? Recognizing the role of Indigenous law and governance in British Columbia Crown forestry agreements","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Media, Journalism, and Communication 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":"Indigenous; Corporate governance; Stewardship (theology); Natural resource; Government (linguistics); Indigenous rights; Sustainable development; Environmental governance","score_opus":0.01971556850852407,"score_gpt":0.19958562245515876,"score_spread":0.1798700539466347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001305361","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":[0.99238414,0.0009364644,1.863033e-8,0.00007005415,0.00023198407,0.00018188296,0.00021936391,0.000012582364,0.0059635146],"genre_scores_gemma":[0.4846582,0.0045325,0.000029222665,0.000035436653,0.000061158535,0.0000017384531,0.00021300014,0.000021849733,0.5104469],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99923295,0.000052445685,0.00018861727,0.00018247783,0.00020233246,0.00014114956],"domain_scores_gemma":[0.9990465,0.000041956693,0.00048182355,0.00025291165,0.00014278635,0.000034035722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022890016,0.000084350926,0.00024162135,0.000049771723,0.0005002741,0.0000861884,0.0003946837,0.00010377933,0.00042522547],"category_scores_gemma":[0.000011274693,0.00012790717,0.00007128905,0.000049484945,0.0001559644,0.00020177333,0.00006739792,0.0002550783,0.000007630738],"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":[0.000029119317,0.000035214038,0.0116044935,0.0002240068,0.00007225395,0.000011546852,0.9772017,9.240791e-7,0.000038740458,0.0004642287,0.0022844097,0.008033377],"study_design_scores_gemma":[0.0006763185,0.000074652635,0.10915082,0.0016352498,0.00012574614,0.0000027886817,0.8611664,0.000036435824,0.00003303313,0.004112029,0.022677725,0.00030879883],"about_ca_topic_score_codex":0.8407434,"about_ca_topic_score_gemma":0.99434394,"teacher_disagreement_score":0.5077259,"about_ca_system_score_codex":0.00009419143,"about_ca_system_score_gemma":0.00006594024,"threshold_uncertainty_score":0.52159035},"labels":[],"label_agreement":null},{"id":"W7001785480","doi":"","title":"Living on the Edge: Old Colony Mennonites and digital technology","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mainstream; Negotiation; Digital literacy; Digital native; Isolation (microbiology); Space (punctuation); Technology and society; Value (mathematics)","score_opus":0.00634288101588083,"score_gpt":0.16011692605452793,"score_spread":0.1537740450386471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001785480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958615,0.00011329305,4.1587466e-8,0.0021954803,0.000067431305,0.00021836712,0.000041324,0.00004956957,0.0014530398],"genre_scores_gemma":[0.6855567,0.0001519311,0.000017444914,0.00003755781,0.00004584263,8.6960245e-7,0.00017614075,0.0000011174388,0.3140124],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99934095,0.000023477663,0.00006859271,0.0002500286,0.00013285714,0.00018410636],"domain_scores_gemma":[0.9995058,0.00015589144,0.0001380478,0.00006256353,0.00009172798,0.000045973673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055860535,0.00016714355,0.00020459139,0.000027428341,0.00032665252,0.000047057067,0.00031560258,0.0003087066,0.00029133377],"category_scores_gemma":[0.000006807957,0.000059301045,0.00007521965,0.00021911322,0.00010914713,0.00013298885,0.00008604493,0.00021938296,0.000082689374],"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":[0.00042597944,0.0007887542,0.025478652,0.0002560036,0.0006764477,0.000059460544,0.10783457,0.0000035443773,0.50051445,0.022818593,0.026293872,0.31484967],"study_design_scores_gemma":[0.00022146024,0.0011253671,0.31166595,0.00041903224,0.00015834266,0.000010006084,0.6606724,0.000020112817,0.0012181108,0.001102235,0.022547841,0.00083908986],"about_ca_topic_score_codex":0.0035425606,"about_ca_topic_score_gemma":0.011302356,"teacher_disagreement_score":0.5528379,"about_ca_system_score_codex":0.00001613092,"about_ca_system_score_gemma":0.0000050725807,"threshold_uncertainty_score":0.63069797},"labels":[],"label_agreement":null},{"id":"W7001906623","doi":"","title":"Local Sustainability Partnerships: Understanding the Relationship Between Partnership Structural Features and Partners’ Outcomes","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Natural Language Processing 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":"Strong","keywords":"General partnership; Sustainability; Civil society; Value (mathematics); Qualitative research; Sustainable development; Qualitative property","score_opus":0.05681418010009724,"score_gpt":0.2949970003442257,"score_spread":0.23818282024412846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001906623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87557244,0.0024421755,0.058406096,0.059745118,0.00032016032,0.0016906386,0.000031865886,0.0013706839,0.0004208105],"genre_scores_gemma":[0.96743685,0.000006845414,0.008168436,0.000051749485,0.000029043742,0.0000010459646,0.00012208449,0.000019778608,0.024164144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99795353,0.00029038827,0.0002017633,0.00065449806,0.00050354627,0.00039624472],"domain_scores_gemma":[0.997915,0.00076915306,0.00038223292,0.00058253936,0.0001794621,0.00017159611],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039909928,0.00036712585,0.0005167847,0.00019837999,0.00067090953,0.00019433525,0.0013380294,0.00041680314,0.0000069274142],"category_scores_gemma":[0.0003362654,0.00029948098,0.00018235708,0.0004628754,0.0004091028,0.0006791249,0.000310059,0.0008668512,0.0000025494771],"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":[0.00016689353,0.000019204002,0.17457432,0.0013803984,0.00022785732,0.00009670785,0.2932642,0.000010577234,0.000022361595,0.52437204,0.002529534,0.003335895],"study_design_scores_gemma":[0.00067709014,0.00015943988,0.21197759,0.00026748155,0.0003216009,0.000010743698,0.36499885,0.0006674892,0.00049538264,0.41934273,0.00013920676,0.0009423892],"about_ca_topic_score_codex":0.0017055896,"about_ca_topic_score_gemma":0.006113081,"teacher_disagreement_score":0.105029315,"about_ca_system_score_codex":0.00033382094,"about_ca_system_score_gemma":0.00022209338,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W7002023784","doi":"","title":"Metolachlor and TCE Plume Characteristics\\nin a Dolostone Aquifer Using a Transect","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pregnancy and preeclampsia 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":"Aquifer; Plume; Groundwater; Transect; Piezometer; Dolostone; Hydrology (agriculture); Subsoil; Vadose zone","score_opus":0.021728487129350736,"score_gpt":0.25460437713576173,"score_spread":0.23287589000641098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002023784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99631137,0.0017106497,0.000049968752,0.00039092783,0.00020719161,0.0004154495,0.0000656044,0.000052099673,0.0007967632],"genre_scores_gemma":[0.7520713,0.0013416606,0.0041125566,0.00008497254,0.00009687857,7.17525e-7,0.0006047075,0.000059380804,0.24162783],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988035,0.000045029446,0.0001728023,0.00038860756,0.00027322647,0.00031680957],"domain_scores_gemma":[0.99919856,0.00005029183,0.00021669871,0.00024760913,0.00014699812,0.00013982189],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019753176,0.00030055392,0.0008198471,0.0003375061,0.0002086921,0.000009808438,0.00012044629,0.0003859474,0.00014529296],"category_scores_gemma":[0.000025895475,0.00032373107,0.00018650662,0.00016493537,0.00017002271,0.00012645556,0.000038730155,0.00037669382,0.000011278199],"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":[0.014910897,0.0005870714,0.023952553,0.010075539,0.0034870205,0.0020832666,0.79056674,0.0000023040157,0.12850034,0.0002480387,0.00094617746,0.024640042],"study_design_scores_gemma":[0.011787433,0.0019159542,0.5801541,0.010650492,0.010250927,0.0003519776,0.35782313,0.00071920134,0.01979014,0.00020006126,0.0039866054,0.0023699764],"about_ca_topic_score_codex":0.008609409,"about_ca_topic_score_gemma":0.008611913,"teacher_disagreement_score":0.5562015,"about_ca_system_score_codex":0.00006711104,"about_ca_system_score_gemma":0.00009174038,"threshold_uncertainty_score":0.9999215},"labels":[],"label_agreement":null},{"id":"W7002057091","doi":"","title":"Methodology for improving the net environmental impacts of new buildings through product recovery management","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Psychoanalysis and Psychopathology 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":"Energy Council of Canada","keywords":"Sustainability; Reuse; Adaptive management; Product (mathematics); Context (archaeology); Process (computing); Environmental impact assessment; Adaptive reuse; Adaptation (eye)","score_opus":0.0393436361107558,"score_gpt":0.30501871280523035,"score_spread":0.26567507669447454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002057091","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":[0.99030215,0.0015399018,0.0005653658,0.00089775596,0.0014756707,0.001437654,0.00013907561,0.000019507102,0.0036229072],"genre_scores_gemma":[0.0629776,0.00063437334,0.010566006,0.0000563279,0.00012691108,0.000005266561,0.00059064233,0.000055025357,0.92498785],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99777,0.00034254135,0.000284704,0.00079656043,0.00029225883,0.00051391235],"domain_scores_gemma":[0.9979433,0.00023323343,0.0007064253,0.0009831423,0.00005658055,0.00007733522],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009983426,0.00031310276,0.0007392236,0.00032877503,0.0001628672,0.000013095097,0.00089812186,0.00037048143,0.0011614275],"category_scores_gemma":[0.000017746712,0.0002814783,0.00049478177,0.00022826988,0.00017504256,0.00014444433,0.000104051804,0.00037957652,0.00007019226],"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":[0.013707789,0.00087436626,0.005647653,0.0021399965,0.00684486,0.00007593076,0.4664236,0.000054765682,0.08144604,0.0021518792,0.10682058,0.31381255],"study_design_scores_gemma":[0.00877126,0.0030233248,0.084394574,0.00044752657,0.004556508,0.000047175614,0.8496644,0.000042079835,0.0069751195,0.0043485537,0.03613102,0.0015984733],"about_ca_topic_score_codex":0.012420608,"about_ca_topic_score_gemma":0.0019791976,"teacher_disagreement_score":0.92732453,"about_ca_system_score_codex":0.0000704205,"about_ca_system_score_gemma":0.00005665102,"threshold_uncertainty_score":0.99996376},"labels":[],"label_agreement":null},{"id":"W7002134910","doi":"","title":"Measuring urban edge effects and its impact on restoration potential in Rouge National Urban Park","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wildlife-Road Interactions and Conservation","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Transect; National park; Metropolitan area; Urban forest; Habitat; Species evenness; Wildlife corridor; Urban ecology; Belt transect; Neighbourhood (mathematics)","score_opus":0.009641529304432888,"score_gpt":0.21100750747650915,"score_spread":0.20136597817207627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002134910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765235,0.00009556136,0.000002356862,0.00028709622,0.00035233572,0.00026976794,0.000018730858,0.00002870096,0.0012930913],"genre_scores_gemma":[0.93017155,0.000036599966,0.00004794814,0.00001795101,0.00005282363,0.000001575101,0.0002639822,0.000016566799,0.069390975],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988639,0.000072129216,0.00011954248,0.00036689028,0.00040877692,0.00016876415],"domain_scores_gemma":[0.99961364,0.00003467524,0.00013604635,0.00011156398,0.000038031096,0.000066035165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000156788,0.00019707005,0.0001968928,0.00026237444,0.00014016454,0.000040949417,0.00013868399,0.00018467031,0.00027332833],"category_scores_gemma":[0.000022552125,0.00021197509,0.000096929405,0.00023904614,0.0000334912,0.0005051976,0.000047420937,0.0002656301,0.00020611027],"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":[0.0048608277,0.0015677378,0.1594299,0.0026264538,0.0008653499,0.0005668258,0.35890836,0.018985124,0.20356828,0.0022362862,0.23331606,0.013068794],"study_design_scores_gemma":[0.0009141285,0.00041769413,0.9703342,0.0008336151,0.00014599475,0.0000060235125,0.009468139,0.013813557,0.002023329,0.00031068933,0.0011498057,0.00058286247],"about_ca_topic_score_codex":0.016717253,"about_ca_topic_score_gemma":0.022490948,"teacher_disagreement_score":0.81090426,"about_ca_system_score_codex":0.00050084986,"about_ca_system_score_gemma":0.00004191293,"threshold_uncertainty_score":0.99534607},"labels":[],"label_agreement":null},{"id":"W7002146461","doi":"","title":"Local and landscape drivers of aquatic biodiversity in urban stormwater management facilities","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Scientific and Economic 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":"Species richness; Wetland; Habitat; Biota; Biodiversity; Vegetation (pathology); Water quality; Species diversity","score_opus":0.013443083264262287,"score_gpt":0.1626352956163418,"score_spread":0.14919221235207952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002146461","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":[0.9782464,0.0006231486,0.0000043061996,0.000074580516,0.0005558544,0.00019679392,0.0010909729,0.000011577862,0.019196374],"genre_scores_gemma":[0.22243714,0.00067556783,0.000102119426,0.0000048979628,0.000002830495,5.6974324e-7,0.00020613917,0.0000059099752,0.77656484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99906105,0.000014804733,0.00022120445,0.00042981433,0.000063387764,0.0002097477],"domain_scores_gemma":[0.99939376,0.00001597021,0.00032497293,0.00020444869,0.000015898013,0.00004495654],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024116613,0.0001645836,0.00055106176,0.0006639712,0.00014237013,0.000012586405,0.00027739062,0.00009952987,0.005628983],"category_scores_gemma":[0.0000033866945,0.00022660947,0.00012358055,0.0001510224,0.00019432562,0.00018235728,0.00020652167,0.00012497928,0.00034102303],"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":[0.00042804136,0.00024709126,0.15240642,0.0016752862,0.00089941133,0.000077837794,0.73767424,0.00023792817,0.000007596072,0.009189538,0.096107684,0.0010489115],"study_design_scores_gemma":[0.0012877432,0.00008621697,0.025247157,0.00004737836,0.00006295878,3.5403534e-7,0.934201,0.00029331222,0.000017969382,0.00041081887,0.037990674,0.00035443567],"about_ca_topic_score_codex":0.03697607,"about_ca_topic_score_gemma":0.012935956,"teacher_disagreement_score":0.75736845,"about_ca_system_score_codex":0.00012708866,"about_ca_system_score_gemma":0.000011589801,"threshold_uncertainty_score":0.99528},"labels":[],"label_agreement":null},{"id":"W7002173042","doi":"","title":"Molecular-Based Methods to Detect Viable Bacterial Pathogens in Source Waters","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vibrio bacteria research 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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo; Canadian Water Network","keywords":"Propidium monoazide; Pathogen; Waterborne diseases; Outbreak; Microorganism; Water source; Human pathogen; Salmonella; Pathogenic bacteria","score_opus":0.008715365310580711,"score_gpt":0.2496941529371735,"score_spread":0.2409787876265928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002173042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99799514,0.00006759035,0.0007319005,0.00022624242,0.00021863794,0.0005742591,0.000055347784,0.000017855078,0.00011302392],"genre_scores_gemma":[0.5773518,0.00029134355,0.119324155,0.00017183447,0.00023295713,0.000036009737,0.0057231635,0.0002678218,0.29660094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820775,0.00028666668,0.00016754639,0.0006119315,0.00022055159,0.0005055508],"domain_scores_gemma":[0.99898344,0.000018464763,0.0001404982,0.00048235012,0.00020932824,0.00016591576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027195236,0.0003282165,0.000475368,0.00032260842,0.00010167398,0.00003191048,0.00048502252,0.0004136671,0.000120941564],"category_scores_gemma":[0.000085523054,0.00037141863,0.00021092105,0.00019188905,0.00007850915,0.000009785849,0.00021908896,0.0001828767,0.00004199321],"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":[0.0006394552,0.00003398006,0.00011896387,0.0001646271,0.00011700159,0.000021693515,0.003813525,0.00022694911,0.990499,0.0000013154398,0.00061411253,0.0037493343],"study_design_scores_gemma":[0.0011140058,0.0005142758,0.0030419345,0.00012274137,0.00007012986,0.0000010345036,0.011629889,0.000079754835,0.9768265,0.000009747398,0.0060606827,0.00052928826],"about_ca_topic_score_codex":0.01036239,"about_ca_topic_score_gemma":0.011676268,"teacher_disagreement_score":0.42064336,"about_ca_system_score_codex":0.000072259856,"about_ca_system_score_gemma":0.00016506187,"threshold_uncertainty_score":0.99987376},"labels":[],"label_agreement":null},{"id":"W7002259691","doi":"","title":"Mining Topic Signals from Text","year":2003,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Fetal and Pediatric Neurological 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; Mitacs; University of Waterloo; Strong; Intel Corporation","keywords":"Word (group theory); Search engine indexing; Topic model; Stop words; Word lists by frequency; Bigram","score_opus":0.0163046409752692,"score_gpt":0.19617022231024958,"score_spread":0.17986558133498037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002259691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927561,0.00016189172,0.000023985884,0.0023335048,0.000062681014,0.000090957685,0.0000063048974,0.000032900076,0.0045316373],"genre_scores_gemma":[0.9044045,0.000069117676,0.0015025887,0.00026400771,0.000022414151,6.7839146e-8,0.000008874478,0.000004948202,0.09372346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994542,0.000039413735,0.000057140296,0.00017406206,0.0001243068,0.00015087212],"domain_scores_gemma":[0.9996412,0.000056712575,0.000041777603,0.00013444356,0.0000306249,0.00009524751],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045096767,0.00007931766,0.00019468465,0.0000543539,0.000057782414,0.0000031600375,0.00007335617,0.000074664196,0.002102939],"category_scores_gemma":[0.000030341027,0.000073978954,0.00009174049,0.00011509245,0.000074682874,0.00005334657,0.000027330803,0.00008640714,0.000102978505],"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":[0.0017612092,0.0016643942,0.6529106,0.0004439726,0.0006688475,0.0020142319,0.12299824,0.00015956345,0.12906621,0.002872476,0.047983233,0.03745701],"study_design_scores_gemma":[0.016657736,0.0044911182,0.6390761,0.00019498823,0.0013947608,0.00006115145,0.19642425,0.00061385205,0.016989915,0.006122291,0.11652419,0.0014496227],"about_ca_topic_score_codex":0.004687883,"about_ca_topic_score_gemma":0.00053114526,"teacher_disagreement_score":0.1120763,"about_ca_system_score_codex":0.000008764422,"about_ca_system_score_gemma":0.00002056857,"threshold_uncertainty_score":0.9988093},"labels":[],"label_agreement":null},{"id":"W7002353777","doi":"","title":"A Novel Retro-directive Phased Array Antenna Architecture","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Psychological Treatments and Disorders","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":"University of Waterloo","keywords":"Beamforming; Transmitter; Antenna (radio); Phased array; Channel (broadcasting); Transmission (telecommunications); Wireless; Antenna array; Smart antenna","score_opus":0.01992374658677925,"score_gpt":0.26617229032346723,"score_spread":0.24624854373668797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002353777","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":[0.87630486,0.00028453447,0.0004991822,0.00045238182,0.0012507623,0.00047886602,0.00024222591,0.00013413627,0.12035304],"genre_scores_gemma":[0.14369155,0.0000466635,0.003275772,0.00007966985,0.00011995505,0.0000027268864,0.0007254753,0.000054950102,0.8520032],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982921,0.00008803223,0.0001488847,0.00077528175,0.00024910542,0.00044663413],"domain_scores_gemma":[0.99874806,0.000050405295,0.00034219207,0.0005391058,0.00017132114,0.00014893146],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009680817,0.00039821098,0.0006075848,0.00031580366,0.0002063559,0.000015173086,0.00046935776,0.0006203312,0.0060198056],"category_scores_gemma":[0.000018556131,0.00038219962,0.00035177523,0.00029481886,0.00024341223,0.000072363524,0.000014424784,0.00037959148,0.00039267787],"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":[0.0112604415,0.0049586548,0.0018373968,0.00025539423,0.0038461261,0.00024320422,0.69081277,0.000001344593,0.2383556,0.00086672086,0.024413943,0.023148373],"study_design_scores_gemma":[0.016493274,0.0041280715,0.14596397,0.0006660652,0.0010640362,0.000046654102,0.76577663,0.00000358425,0.003489907,0.0028478357,0.057149656,0.0023703396],"about_ca_topic_score_codex":0.013695419,"about_ca_topic_score_gemma":0.010831811,"teacher_disagreement_score":0.7326133,"about_ca_system_score_codex":0.00006638098,"about_ca_system_score_gemma":0.00003981006,"threshold_uncertainty_score":0.99986297},"labels":[],"label_agreement":null},{"id":"W7002436746","doi":"","title":"The N-Dimensional City: Establishing a Vitality Driven Framework for Volumetric Building Networks Through Parametric Design","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Vitality; Redevelopment; Architecture; Realm; Popularity; Urban planning; Placemaking; Public housing; Gentrification; Urbanism","score_opus":0.028701735666437748,"score_gpt":0.2555608294101754,"score_spread":0.22685909374373764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002436746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97274846,0.0012667276,0.022297122,0.0011168781,0.0009897512,0.0013043758,0.000037402977,0.00009781985,0.00014145118],"genre_scores_gemma":[0.57417655,0.0026936482,0.27729207,0.00060149294,0.0011753682,0.000016108537,0.0011868669,0.00016822833,0.14268968],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99794286,0.00013535497,0.0002467503,0.0006081498,0.0005192015,0.00054770656],"domain_scores_gemma":[0.996767,0.0017845865,0.0004526739,0.0004237898,0.00041330035,0.0001586483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046182337,0.0003401328,0.0006583438,0.00030179395,0.0007518005,0.000058798985,0.00045851563,0.00072408875,0.00009736917],"category_scores_gemma":[0.0009632006,0.00027870722,0.00045431795,0.0013771728,0.00023613768,0.00021354233,0.000107964115,0.00071850664,0.000011148686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09134872,0.0064676013,0.0667717,0.009985781,0.010568683,0.0012876049,0.13713576,0.02544373,0.0022401274,0.023105662,0.3698723,0.25577235],"study_design_scores_gemma":[0.024480186,0.02721851,0.23866737,0.004412909,0.019376813,0.00013138223,0.17940643,0.22122121,0.0014080555,0.21841684,0.056748945,0.008511349],"about_ca_topic_score_codex":0.003973381,"about_ca_topic_score_gemma":0.0009640884,"teacher_disagreement_score":0.39857194,"about_ca_system_score_codex":0.00008035963,"about_ca_system_score_gemma":0.00013350594,"threshold_uncertainty_score":0.9999665},"labels":[],"label_agreement":null},{"id":"W7004564195","doi":"","title":"The mad manifesto","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Bryophyte Studies and Records","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":"University of Waterloo","funders":"","keywords":"Manifesto; Mandate; Rhetorical question; Universal design; Universal Design for Learning; Action (physics); Dualism; Work (physics)","score_opus":0.011129033957773754,"score_gpt":0.18247139641167637,"score_spread":0.1713423624539026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004564195","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":[0.9931183,0.00021302134,1.0415784e-8,0.0027031745,0.0020262175,0.00012625371,0.0000299394,0.000057493977,0.0017256002],"genre_scores_gemma":[0.0181257,0.0017806723,0.000012688004,0.000008165764,0.00035129258,3.3770607e-7,0.0002246039,0.0000015680181,0.979495],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99932796,0.00002723896,0.000066753826,0.00019818071,0.00016916283,0.00021073438],"domain_scores_gemma":[0.9996186,0.00008093939,0.00012264996,0.000059363516,0.00007709192,0.000041375995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087796536,0.00012494919,0.00017836333,0.000010611854,0.00071650423,0.000019126897,0.0003706094,0.00015138795,0.00014839202],"category_scores_gemma":[0.000005842871,0.00004424274,0.00016878224,0.0001843404,0.00006696585,0.000034539476,0.000072330135,0.00013736404,0.00018487439],"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":[0.00064958585,0.0001498718,0.0023908208,0.00030177907,0.0006550159,0.00017419682,0.07193346,0.000004567067,0.015421573,0.0009394507,0.384701,0.5226787],"study_design_scores_gemma":[0.00012995864,0.00021881972,0.32137674,0.0000985754,0.00008071272,0.0000014384516,0.5179927,0.000010194979,0.000087754925,0.00031877676,0.15938799,0.00029635688],"about_ca_topic_score_codex":0.053582594,"about_ca_topic_score_gemma":0.5628267,"teacher_disagreement_score":0.9777694,"about_ca_system_score_codex":0.00001745746,"about_ca_system_score_gemma":0.000007028371,"threshold_uncertainty_score":0.9527197},"labels":[],"label_agreement":null},{"id":"W7004629597","doi":"","title":"Outta This World","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ichthyology and Marine Biology","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Dysgeusia; Liquation; Proteogenomics; Emperipolesis; Fusible alloy","score_opus":0.009317217076078148,"score_gpt":0.20274223609013586,"score_spread":0.1934250190140577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004629597","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":[0.8992472,0.000032272394,5.0356493e-7,0.0004931414,0.0004576631,0.00011875123,0.000013730083,0.00003295724,0.09960373],"genre_scores_gemma":[0.034076296,0.00002309642,0.0004479795,0.000042965363,0.000022294016,1.8147328e-7,0.00043716328,0.000010321794,0.9649397],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992177,0.000054708642,0.00007129282,0.00028766185,0.00015172032,0.00021693426],"domain_scores_gemma":[0.99952126,0.000013714206,0.000119870405,0.00023965884,0.000021708314,0.00008379646],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013476002,0.0001547682,0.00025930663,0.000098004006,0.00010338892,0.0000030816327,0.00039073493,0.00027798157,0.01750941],"category_scores_gemma":[0.00000966955,0.00016796404,0.00008666166,0.00013514544,0.00018341388,0.00010242894,0.00017414863,0.0002118618,0.0035036623],"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":[0.00090989773,0.000227952,0.044301055,0.00011499748,0.00020435514,0.00015233931,0.122817576,0.00005419526,0.0077368217,0.000505247,0.80668175,0.016293803],"study_design_scores_gemma":[0.0025917497,0.0007573752,0.19877666,0.00011919238,0.0006643122,0.000016275964,0.10151629,0.00012998928,0.0024676998,0.004519348,0.686668,0.0017731426],"about_ca_topic_score_codex":0.101172864,"about_ca_topic_score_gemma":0.52562904,"teacher_disagreement_score":0.865336,"about_ca_system_score_codex":0.000101198806,"about_ca_system_score_gemma":0.000026437523,"threshold_uncertainty_score":0.99727225},"labels":[],"label_agreement":null},{"id":"W7004680182","doi":"","title":"Grid + Ghost","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Architecture; Intersection (aeronautics); Space (punctuation); Oblique case; Grid; Section (typography); Alley; Institution; Symbol (formal)","score_opus":0.007190296605109483,"score_gpt":0.1903177433593646,"score_spread":0.18312744675425513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004680182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98264384,0.00031942315,0.00000666196,0.00023070455,0.0005351298,0.00020147579,0.000057308214,0.000013899966,0.015991574],"genre_scores_gemma":[0.5294642,0.00029701463,0.0005485062,0.000043245625,0.00018583944,9.85004e-7,0.003739985,0.000016861793,0.4657034],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992313,0.000043286644,0.00008836431,0.00035324792,0.00007343714,0.00021036723],"domain_scores_gemma":[0.9993063,0.0000070308347,0.00017130678,0.00032052383,0.00012333647,0.00007148983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005554733,0.00019971664,0.00024538516,0.000077260906,0.00010022998,0.000007875705,0.00031847562,0.00056455925,0.00032062293],"category_scores_gemma":[0.000011530555,0.00021920561,0.00016992526,0.000045042834,0.000094971736,0.0000066930816,0.000067113506,0.00015522471,0.00019521105],"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":[0.004090253,0.0010877209,0.029343719,0.0020852182,0.004359495,0.00020536443,0.08378397,0.00005350542,0.46964434,0.00082716974,0.22061719,0.18390207],"study_design_scores_gemma":[0.0025290034,0.001364172,0.011425404,0.0003145052,0.0005095337,0.000019589193,0.10392139,0.000023577284,0.1237318,0.00011904094,0.75408036,0.0019616398],"about_ca_topic_score_codex":0.0071137035,"about_ca_topic_score_gemma":0.011249067,"teacher_disagreement_score":0.5334632,"about_ca_system_score_codex":0.000012150337,"about_ca_system_score_gemma":0.00007063914,"threshold_uncertainty_score":0.999498},"labels":[],"label_agreement":null},{"id":"W7004823957","doi":"","title":"Landscape Grammar","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Parasite Biology and Host Interactions","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":"University of Waterloo","funders":"","keywords":"Grammar; Landscape planning; Landscape design; Vocabulary; Character (mathematics); Natural landscape; Parallels; Syntax; Landscape archaeology","score_opus":0.006531619745305035,"score_gpt":0.22644180525381608,"score_spread":0.21991018550851105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004823957","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":[0.95693594,0.000027178168,0.000003270829,0.00014469311,0.0002524223,0.000084383886,0.000027747668,0.000031123986,0.042493217],"genre_scores_gemma":[0.082335725,0.000031650394,0.00035754053,0.0000099544395,0.000021221187,1.9979451e-7,0.00083309016,0.0000085202455,0.9164021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993985,0.000027965089,0.00006441351,0.00023093687,0.00011517291,0.00016296627],"domain_scores_gemma":[0.99963117,0.000016561991,0.00012779064,0.00016764738,0.000011246224,0.000045574376],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000043142878,0.00012823648,0.00017575872,0.00006585484,0.00016515609,0.0000053657227,0.00023347535,0.00024311098,0.005650339],"category_scores_gemma":[0.0000030370522,0.00014334852,0.0001109337,0.00009401112,0.00008843153,0.000120080505,0.000040366358,0.00017109251,0.0014512521],"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":[0.0010127394,0.00073458464,0.5082491,0.00017919972,0.00036924556,0.00022913454,0.08633556,0.0006329864,0.06142771,0.00040437913,0.31314817,0.027277164],"study_design_scores_gemma":[0.00048836914,0.00013188225,0.89929116,0.00005506509,0.00018341736,0.0000065240056,0.03176903,0.000102042744,0.0019360145,0.00022868457,0.06533521,0.00047260328],"about_ca_topic_score_codex":0.06792267,"about_ca_topic_score_gemma":0.22238643,"teacher_disagreement_score":0.87460023,"about_ca_system_score_codex":0.000048452053,"about_ca_system_score_gemma":0.000009612354,"threshold_uncertainty_score":0.9993262},"labels":[],"label_agreement":null},{"id":"W7004847343","doi":"","title":"Our Grand Domestic Revolution: (Re-)making home from Jaffna, Sri Lanka to the Greater Toronto Area","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Placemaking; Context (archaeology); Colonialism; Tamil; Shadow (psychology); Maroon; Value (mathematics); Displaced person; Family life; Socialization","score_opus":0.008991707875223923,"score_gpt":0.23605490096779458,"score_spread":0.22706319309257067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004847343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625456,0.0011049588,0.00009584468,0.00058875326,0.00013132661,0.00032032552,0.00009543543,0.00003318365,0.0013755823],"genre_scores_gemma":[0.80042505,0.0004806881,0.00094668544,0.00010568095,0.00014811693,0.0000047308426,0.003170151,0.000032393113,0.1946865],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99873334,0.00010023333,0.00013261422,0.00053641794,0.0002609334,0.00023643253],"domain_scores_gemma":[0.9988707,0.000008717014,0.00019748617,0.0007217822,0.00013440612,0.00006695875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001402765,0.00025581743,0.00034167513,0.00008789725,0.00026508473,0.000026866228,0.0006386707,0.0002304186,0.0007295136],"category_scores_gemma":[0.00001779876,0.00024894372,0.00027534127,0.00011706515,0.000028388207,0.000014304557,0.00024971453,0.0001626428,0.00002267425],"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":[0.002559188,0.00030562087,0.003573393,0.00035054274,0.002426298,0.00037086982,0.2558354,0.00032414682,0.40910545,0.000022411712,0.318465,0.006661655],"study_design_scores_gemma":[0.0019204307,0.0011150935,0.020069584,0.00041817845,0.002496502,0.000020454367,0.7680784,0.00013478016,0.039521974,0.00015991958,0.16387752,0.002187147],"about_ca_topic_score_codex":0.03823947,"about_ca_topic_score_gemma":0.24390112,"teacher_disagreement_score":0.512243,"about_ca_system_score_codex":0.00011544526,"about_ca_system_score_gemma":0.000054158892,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W7004849512","doi":"","title":"Object Segmentation and Reconstruction Using Infrastructure Sensor Nodes for Autonomous Mobility","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Skin and Cellular Biology 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":"University of Waterloo","funders":"","keywords":"Point cloud; Segmentation; Process (computing); Robot; Object (grammar); Motion planning; Path (computing); Node (physics); Object detection; Lidar","score_opus":0.012285082665887395,"score_gpt":0.24647319232220372,"score_spread":0.2341881096563163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004849512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989195,0.00017174685,0.00010200079,0.0000245839,0.0002532164,0.00038885538,0.0000977563,0.00001555818,0.0000267731],"genre_scores_gemma":[0.7249551,0.0015804966,0.019788302,0.00001662274,0.0003318967,0.00000734407,0.01134194,0.00011449482,0.24186382],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920636,0.000059028225,0.00009369502,0.00038442088,0.00007778857,0.00017873263],"domain_scores_gemma":[0.999478,0.000015400907,0.00013608232,0.00017312352,0.0001492567,0.000048170976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013917677,0.00015197668,0.00020235451,0.00011057468,0.00017008239,0.000012105343,0.00010645704,0.00043889086,0.000020565498],"category_scores_gemma":[0.000027554901,0.00017409405,0.00010449063,0.000067991794,0.0001247538,0.0000065992267,0.000047301855,0.0001067983,0.0000019254444],"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":[0.00054205355,0.000018891835,0.0034605064,0.00036021948,0.00018065395,0.000005208322,0.004232346,0.00007978817,0.9805074,0.0000038688117,0.00018997815,0.010419086],"study_design_scores_gemma":[0.0029965632,0.0008891175,0.04304415,0.00021571675,0.00045978668,0.00012363298,0.28883144,0.002838985,0.65873486,0.00039805353,0.0004895304,0.0009781342],"about_ca_topic_score_codex":0.00233691,"about_ca_topic_score_gemma":0.003616181,"teacher_disagreement_score":0.32177252,"about_ca_system_score_codex":0.00003348968,"about_ca_system_score_gemma":0.00010958471,"threshold_uncertainty_score":0.70993495},"labels":[],"label_agreement":null},{"id":"W7004872217","doi":"","title":"Occupational Health Research in Workplaces Transitioning from Modernity to Post-Modernity","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"History of Computing Technologies","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":"Public Health Ontario","funders":"","keywords":"Modernity; Opposition (politics); Work (physics); Data collection; Occupational safety and health; Late modernity","score_opus":0.05508250685638564,"score_gpt":0.2994375118038776,"score_spread":0.244355004947492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004872217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98058456,0.00038567785,0.006077761,0.011484029,0.0004528907,0.00036666237,0.00006102403,0.00040804432,0.00017933726],"genre_scores_gemma":[0.8809001,0.00005037696,0.084240675,0.00008394592,0.000051651452,0.0000024180852,0.00047300788,0.000034694298,0.034163166],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99726146,0.00030433456,0.00022143884,0.00083130586,0.0008477909,0.000533663],"domain_scores_gemma":[0.9984943,0.00020244386,0.00014799254,0.00065314386,0.0003618964,0.00014021064],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010110487,0.00023921371,0.00045266552,0.0015904986,0.00048198702,0.00010184308,0.001833935,0.00033034806,0.000028328084],"category_scores_gemma":[0.000044989345,0.0003094629,0.00012216359,0.0009436001,0.00011645197,0.00040779254,0.0003808078,0.0010322211,0.0001800191],"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":[0.00051539583,0.0003050939,0.0006544666,0.00074689847,0.00012879322,0.00021797094,0.9196311,0.0037078736,0.0015800194,0.0043020593,0.009466105,0.058744196],"study_design_scores_gemma":[0.0027724805,0.0022889022,0.15349038,0.012042679,0.000109785586,0.000014751398,0.56549764,0.16265702,0.0028192755,0.089542136,0.005136829,0.0036281452],"about_ca_topic_score_codex":0.10483243,"about_ca_topic_score_gemma":0.21606342,"teacher_disagreement_score":0.35413352,"about_ca_system_score_codex":0.0006331113,"about_ca_system_score_gemma":0.00083970797,"threshold_uncertainty_score":0.99993575},"labels":[],"label_agreement":null},{"id":"W7004895435","doi":"","title":"Optimal Decumulation for Retirees using Tontines: a Dynamic Neural Network Based Approach","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Echinoderm biology and ecology","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":"Robustness (evolution); Artificial neural network; Stochastic control; Stochastic differential equation; Control (management); Stochastic optimization; Optimal control","score_opus":0.023171334376108462,"score_gpt":0.22135927066380437,"score_spread":0.1981879362876959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004895435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99875784,0.000042565774,0.000036846548,0.0003101654,0.00032670656,0.0003562478,0.00006074167,0.00007968734,0.000029224406],"genre_scores_gemma":[0.92518765,0.000021961641,0.006902324,0.000031486143,0.00015648168,0.0000023839889,0.008716874,0.0000054074458,0.058975406],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904615,0.000071848954,0.000118984106,0.00036087708,0.00008259863,0.00031956256],"domain_scores_gemma":[0.99942845,0.00014319959,0.00022861545,0.0000596682,0.00009340557,0.000046667476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016129432,0.00017853735,0.0003214547,0.000035218938,0.00040869563,0.000012594876,0.00026558875,0.000494839,0.00007994246],"category_scores_gemma":[0.000016541937,0.00010393702,0.00020509098,0.00021716117,0.00006244516,0.00008114613,0.000035803816,0.00014029643,0.0000057857833],"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":[0.009072747,0.0008293411,0.09995495,0.0017823828,0.0008849225,0.000080395825,0.044658776,0.598707,0.19632182,0.00039765987,0.0071039754,0.040205985],"study_design_scores_gemma":[0.000571138,0.0005131555,0.12812516,0.00010261787,0.00024263807,0.0000021281207,0.04122717,0.8281226,0.00015716482,0.00018419117,0.00020988376,0.00054213114],"about_ca_topic_score_codex":0.0095981015,"about_ca_topic_score_gemma":0.19019604,"teacher_disagreement_score":0.22941557,"about_ca_system_score_codex":0.000030623156,"about_ca_system_score_gemma":0.000016803295,"threshold_uncertainty_score":0.99699706},"labels":[],"label_agreement":null},{"id":"W7004918117","doi":"","title":"Net Positive Water","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Water conservation; Water quality; Water use; Water resources; Sustainable living; Sustainability; Farm water; Water cycle; Rainwater harvesting; Water supply","score_opus":0.007674935656192081,"score_gpt":0.1933662216550073,"score_spread":0.18569128599881524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004918117","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":[0.98972297,0.00012667297,8.300664e-7,0.0019631588,0.0002200165,0.00038693094,0.000029094066,0.00005216519,0.007498153],"genre_scores_gemma":[0.19637595,0.0002592686,0.00014581355,0.0001545684,0.00005915423,4.5213199e-7,0.0016655317,0.000021015821,0.8013182],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990344,0.000034198223,0.000100713216,0.00031624234,0.0002365493,0.00027786323],"domain_scores_gemma":[0.9994012,0.000020660336,0.000086909655,0.00019721022,0.00015337304,0.00014060612],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003800075,0.00021466055,0.0004420758,0.00016358787,0.000088803296,0.000007656179,0.00014937774,0.0003449556,0.0029335953],"category_scores_gemma":[0.0000074572436,0.00016706929,0.0002334271,0.000089576555,0.000079911966,0.00009021449,0.000043528664,0.0003184558,0.00084170594],"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":[0.014236578,0.0027541118,0.00991423,0.006391309,0.0024844774,0.0030583346,0.46847242,0.000039580285,0.22767311,0.0009240724,0.22558734,0.03846442],"study_design_scores_gemma":[0.014545599,0.010006827,0.5386843,0.00094707526,0.0062137917,0.00011271918,0.34115088,0.00037856514,0.05013642,0.002730712,0.031586394,0.0035067112],"about_ca_topic_score_codex":0.017829409,"about_ca_topic_score_gemma":0.0021877114,"teacher_disagreement_score":0.7938201,"about_ca_system_score_codex":0.000021265287,"about_ca_system_score_gemma":0.000034090022,"threshold_uncertainty_score":0.9999363},"labels":[],"label_agreement":null},{"id":"W7005014251","doi":"","title":"Perceptions of the Relationships between Parks and Adjacent Communities: The Case of Bon Echo Provincial Park and Cloyne, Ontario","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Perception; Perspective (graphical); Echo (communications protocol); Variety (cybernetics); Grounded theory; Local community","score_opus":0.009316839542540657,"score_gpt":0.21347827895354232,"score_spread":0.20416143941100168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005014251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990494,0.00013441636,0.0000133719695,0.00011319203,0.000007969192,0.0002550431,0.000035795038,0.0000044406484,0.00038633417],"genre_scores_gemma":[0.9775035,0.00029029747,0.00031587027,0.000005403996,0.000013475657,5.047503e-7,0.00043457956,0.000007777889,0.021428626],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993719,0.0001748215,0.00013417161,0.0001442991,0.000085719446,0.000089105306],"domain_scores_gemma":[0.99910486,0.000028520619,0.0002789901,0.00041556035,0.00014145389,0.000030606647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019843974,0.00012775094,0.00022992466,0.000066924214,0.00027795066,0.00000862444,0.00021471604,0.00024979576,0.000013153109],"category_scores_gemma":[0.000014756017,0.00010488685,0.00012112398,0.00006789093,0.00025533471,0.000008745625,0.000111954854,0.00027738098,1.351495e-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":[0.00050906505,0.0003512952,0.34488878,0.0006674378,0.0010498478,0.000034463807,0.51665133,0.000029414641,0.1150009,0.000120174765,0.004999855,0.015697468],"study_design_scores_gemma":[0.0005775373,0.0004160999,0.48124668,0.00022117942,0.0014215389,0.000030267864,0.48421368,0.00003662622,0.030333353,0.00019498281,0.00096764474,0.00034042768],"about_ca_topic_score_codex":0.28830686,"about_ca_topic_score_gemma":0.90587133,"teacher_disagreement_score":0.6175645,"about_ca_system_score_codex":0.000024898598,"about_ca_system_score_gemma":0.00008981729,"threshold_uncertainty_score":0.7164324},"labels":[],"label_agreement":null},{"id":"W7005195442","doi":"","title":"Perspectives écopoétiques dans le récit québécois contemporain","year":2019,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Reproductive biology and impacts on aquatic species","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":"Context (archaeology); Period (music); Representation (politics)","score_opus":0.008289031745229282,"score_gpt":0.210182174586936,"score_spread":0.20189314284170673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005195442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98361593,0.0060002827,0.00017347968,0.0043190084,0.00050736393,0.00050675723,0.0001388193,0.000020703257,0.004717634],"genre_scores_gemma":[0.502456,0.0013828275,0.00046231627,0.00002374575,0.00010098325,5.2675136e-7,0.00064952846,0.000026248807,0.49489784],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.997944,0.0003170313,0.00021708487,0.0009308582,0.00018403256,0.00040699146],"domain_scores_gemma":[0.99817634,0.00003689525,0.0004841597,0.0007056411,0.00046117112,0.00013578961],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002927454,0.00044556367,0.0006499998,0.00015825334,0.00029907987,0.000022808943,0.00055200787,0.0008271581,0.0002528119],"category_scores_gemma":[0.00015924024,0.0005079465,0.00039265188,0.00013492831,0.00091710786,0.000037199556,0.00013152239,0.000288635,0.00010888494],"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":[0.00095272623,0.00037647263,0.0074529387,0.00028552886,0.00090570044,0.000019043833,0.3454529,0.000023283137,0.6360027,0.0048252293,0.0028089432,0.00089453324],"study_design_scores_gemma":[0.0010307501,0.0010962326,0.02418918,0.00014882509,0.0001595306,0.000010454326,0.84468627,0.000035010853,0.11454113,0.000116576724,0.0134142395,0.0005718127],"about_ca_topic_score_codex":0.2724795,"about_ca_topic_score_gemma":0.17371207,"teacher_disagreement_score":0.52146155,"about_ca_system_score_codex":0.00012469408,"about_ca_system_score_gemma":0.0007079311,"threshold_uncertainty_score":0.9997372},"labels":[],"label_agreement":null},{"id":"W7005288953","doi":"","title":"Planning of Multi-Microgrids Considering Uncertainties and Spatial Characteristics","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hybrid Renewable Energy Systems","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":"Renewable energy; Electricity; Grid; Software deployment; Greenhouse gas; Distributed generation; Electricity generation; Mains electricity; Energy storage","score_opus":0.014539899648964683,"score_gpt":0.21409710361841505,"score_spread":0.19955720396945037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005288953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99795216,0.0004423962,0.000027877843,0.000030495017,0.0007746661,0.00013514647,0.00010186623,0.000059571346,0.0004758083],"genre_scores_gemma":[0.7915277,0.0001529096,0.0007066938,0.000004145192,0.000057773366,9.069035e-7,0.0010334919,0.000052860185,0.2064635],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99872416,0.00011275745,0.00025815237,0.00035987396,0.00028318577,0.00026188296],"domain_scores_gemma":[0.9988604,0.00006566038,0.00057841674,0.00028277942,0.00013227567,0.00008047813],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014459253,0.00027867872,0.00070672086,0.00034135938,0.0002139955,0.000017565413,0.00027188327,0.00021385842,0.00038191993],"category_scores_gemma":[0.000028041695,0.00035312356,0.00013307991,0.00012284119,0.00013584916,0.00010073197,0.00014136541,0.00024906965,0.0000033872968],"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":[0.0015756332,0.00039004307,0.024017459,0.006385937,0.002288791,0.001022034,0.7365297,0.033706807,0.1535859,0.0010337228,0.0012096214,0.038254354],"study_design_scores_gemma":[0.0030299127,0.0004007831,0.025705194,0.0014815191,0.00066622044,0.000043194806,0.908264,0.009176572,0.027014026,0.000044261556,0.02268155,0.0014927763],"about_ca_topic_score_codex":0.47273993,"about_ca_topic_score_gemma":0.15072092,"teacher_disagreement_score":0.32201898,"about_ca_system_score_codex":0.000094332216,"about_ca_system_score_gemma":0.00011537999,"threshold_uncertainty_score":0.99989206},"labels":[],"label_agreement":null},{"id":"W7005307874","doi":"","title":"Profiling Alloy Models","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Modeling language; Correctness; Parsing; Matching (statistics); Identification (biology); Field (mathematics); Abstraction; Language model","score_opus":0.018573782749219652,"score_gpt":0.18580796446351935,"score_spread":0.1672341817142997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005307874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975442,0.00014869515,0.0000021834662,0.00029467902,0.00014190201,0.00015604077,0.00011029444,0.000038342445,0.0015636287],"genre_scores_gemma":[0.89666474,0.000111889065,0.00030175078,0.0000110346855,0.000065381595,5.74036e-7,0.005916016,4.976967e-7,0.096928135],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99926496,0.00003680401,0.000082884944,0.00028134877,0.00015995221,0.00017404427],"domain_scores_gemma":[0.99956125,0.00002484028,0.00013759815,0.000058164995,0.00015386047,0.00006430017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000063533,0.00013789069,0.00022862427,0.000015732832,0.000180916,0.000023615587,0.0002099654,0.00023251373,0.0005348701],"category_scores_gemma":[0.0000052565856,0.00007814227,0.00017365419,0.00015789054,0.000023542994,0.00016941619,0.000042811374,0.00013263144,0.000017414748],"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":[0.0014468589,0.0010157604,0.010613409,0.000896679,0.0004964227,0.00030525494,0.047800146,0.00051355915,0.4388717,0.0072506755,0.0037219399,0.48706758],"study_design_scores_gemma":[0.0010533907,0.00062238367,0.055522654,0.0008594771,0.00048218496,0.000009393168,0.8635273,0.0025409143,0.05105763,0.0016937571,0.020732675,0.0018982397],"about_ca_topic_score_codex":0.021130588,"about_ca_topic_score_gemma":0.19166255,"teacher_disagreement_score":0.8157272,"about_ca_system_score_codex":0.000033272205,"about_ca_system_score_gemma":0.0000244437,"threshold_uncertainty_score":0.9853878},"labels":[],"label_agreement":null},{"id":"W7005364806","doi":"","title":"Proposing A Water Ethic: A Comparative Analysis of &lt;em&gt;Water for Life: Alberta's Strategy for Sustainability&lt;/em&gt;","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Resources and Governance","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":"Environment and Climate Change Canada","funders":"","keywords":"Government (linguistics); Context (archaeology); Work (physics); Perspective (graphical); Normative; Public policy","score_opus":0.022840821733739497,"score_gpt":0.2911401855959272,"score_spread":0.26829936386218767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005364806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99440837,0.000106242136,0.00022198915,0.0015651957,0.00017075404,0.0021001284,0.00021155056,0.00003755871,0.0011781933],"genre_scores_gemma":[0.6940525,0.00002942456,0.0005896306,0.0000234845,0.00008355422,0.000008804737,0.0011612506,0.000028697894,0.30402264],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99673426,0.00023777012,0.00046059623,0.00077748555,0.0007963647,0.0009935227],"domain_scores_gemma":[0.99682647,0.0002719372,0.00059373927,0.00041592197,0.0016406227,0.0002512817],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012485922,0.00044631498,0.001341046,0.00066558766,0.00091889827,0.00011723967,0.00076821144,0.00074646383,0.00024032602],"category_scores_gemma":[0.00009575972,0.0003749415,0.0009423468,0.00056047464,0.00045618805,0.00040231683,0.00008717325,0.00029062983,0.0000072748594],"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":[0.0019578165,0.00024622504,0.00033012283,0.0011803969,0.0018866697,0.0000080846285,0.9852983,0.0011708532,0.0033481917,0.0033010168,0.00068540423,0.0005869496],"study_design_scores_gemma":[0.0019338039,0.00069869036,0.0019523825,0.00022590028,0.0040643127,3.3318676e-7,0.93484515,0.0016019144,0.013164697,0.0019956895,0.038492806,0.001024331],"about_ca_topic_score_codex":0.1686019,"about_ca_topic_score_gemma":0.79003453,"teacher_disagreement_score":0.6214326,"about_ca_system_score_codex":0.00037600473,"about_ca_system_score_gemma":0.0003695666,"threshold_uncertainty_score":0.99987024},"labels":[],"label_agreement":null},{"id":"W7005418880","doi":"","title":"Recycling polyethylene terephthalate – based automotive carpets using chain extenders via reactive extrusion","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Ontario Centre of Innovation","keywords":"Extrusion; Polyethylene terephthalate; Extender; Reactive extrusion; Polyester; Viscosity; Automotive industry; Plastics extrusion","score_opus":0.025540639794284087,"score_gpt":0.23490936838608356,"score_spread":0.20936872859179947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005418880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972721,0.00014952921,0.0003397715,0.00020749363,0.0009932047,0.0003369528,0.00008533704,0.00026302008,0.00035261942],"genre_scores_gemma":[0.79228204,0.000073028175,0.0024097427,0.000043412663,0.00006717533,0.0000011232115,0.0006413808,0.00011046485,0.20437165],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99791104,0.00024891453,0.00024254386,0.00065892644,0.0004961509,0.00044244193],"domain_scores_gemma":[0.99852324,0.00007010811,0.0005703608,0.00039424092,0.00029688174,0.00014519304],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003629922,0.0003733498,0.00054053694,0.0005269502,0.00045782013,0.000049990584,0.00042440687,0.00039265538,0.00066431594],"category_scores_gemma":[0.000044733413,0.00041349823,0.00020175765,0.00035296322,0.000151964,0.00038039807,0.00010138275,0.00024552897,0.000104341176],"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":[0.00039469966,0.000048932136,0.000054348842,0.00024444656,0.00005020144,0.00007933386,0.07963176,0.00065040105,0.9175002,0.000007462837,0.00006165036,0.0012765445],"study_design_scores_gemma":[0.0011077328,0.00018124533,0.002397654,0.001257175,0.0003081393,0.000007716267,0.1964267,0.014070488,0.78304917,0.00016083142,0.00009119733,0.0009419264],"about_ca_topic_score_codex":0.06011235,"about_ca_topic_score_gemma":0.012481715,"teacher_disagreement_score":0.20499004,"about_ca_system_score_codex":0.00021928422,"about_ca_system_score_gemma":0.00024021696,"threshold_uncertainty_score":0.9998317},"labels":[],"label_agreement":null},{"id":"W7005487439","doi":"","title":"Receive Soft Antenna Selection for Noise-Limited/Interference MIMO Channels","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; Ministry of Science Research and Technology; Government of Canada; Government of Ontario","keywords":"Channel (broadcasting); Nucleofection; Synchronism; Noise (video); Articular cartilage damage; Interference (communication)","score_opus":0.00934103468742167,"score_gpt":0.22100745383939008,"score_spread":0.2116664191519684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005487439","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":[0.99548614,0.00025010644,0.003130859,0.000109691646,0.00011060323,0.00045009513,0.000033320575,0.00005417884,0.0003750281],"genre_scores_gemma":[0.3785497,0.0020592196,0.0033998105,0.000037058955,0.00015419713,0.000004896898,0.0046183392,0.00005823206,0.61111856],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988813,0.0000413431,0.00014018794,0.000551125,0.00013073054,0.00025535157],"domain_scores_gemma":[0.9987672,0.000011660866,0.00029575772,0.00031755236,0.0005401529,0.00006766509],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008313334,0.00026338157,0.00035950623,0.00023528667,0.00017127868,0.00001556772,0.00035598088,0.0004716859,0.000045070086],"category_scores_gemma":[0.000037759244,0.00032406513,0.00034486206,0.0001541022,0.00007870901,0.0000139805325,0.00005666659,0.00014776588,0.000009861483],"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":[0.00062968413,0.00009521686,0.00028075458,0.00017675056,0.00030301008,0.000005718889,0.0060971915,0.000010744249,0.9700571,0.0000033094823,0.020319471,0.0020210708],"study_design_scores_gemma":[0.0007858848,0.0009957198,0.00062029384,0.00020456682,0.00044861366,0.0000137728275,0.019173548,0.0011262812,0.9667052,0.000052345895,0.009139214,0.0007345841],"about_ca_topic_score_codex":0.0062839855,"about_ca_topic_score_gemma":0.022061141,"teacher_disagreement_score":0.6169364,"about_ca_system_score_codex":0.000038974198,"about_ca_system_score_gemma":0.00008664021,"threshold_uncertainty_score":0.99992114},"labels":[],"label_agreement":null},{"id":"W7005512544","doi":"","title":"Reduction of CO2 Emissions from Cement Plants","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Work (physics); Greenhouse gas; Production (economics); Global warming; Limiting","score_opus":0.031198619961372114,"score_gpt":0.2723018260728206,"score_spread":0.2411032061114485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005512544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99610764,0.0004259649,0.0000021002943,0.00037623278,0.00035402348,0.00025703426,0.0002751777,0.000027973136,0.002173864],"genre_scores_gemma":[0.7087222,0.002465739,0.0011066686,0.000037493584,0.00012875284,3.6362474e-7,0.003761919,0.000010754555,0.28376612],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99913204,0.000028401138,0.00015428403,0.00025974025,0.00024089978,0.00018461894],"domain_scores_gemma":[0.9993323,0.000048793434,0.000249778,0.00011967183,0.00011417583,0.00013529646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000084679436,0.00016461955,0.0005090659,0.000089367226,0.00010604154,0.0000014588973,0.00013515473,0.0003809248,0.0018938129],"category_scores_gemma":[0.000013403866,0.00013406314,0.00015566124,0.00008120842,0.00010010643,0.000026713105,0.000048648413,0.00026649114,0.0000321785],"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":[0.01627011,0.0019734704,0.009159208,0.001107764,0.0020830329,0.00039639487,0.048325773,0.00001052777,0.8306552,0.000064614454,0.052783497,0.037170395],"study_design_scores_gemma":[0.006813803,0.0028271633,0.45396736,0.0022617488,0.0021931021,0.000016201724,0.34239852,0.000043970987,0.16708557,0.0005517769,0.020898787,0.000942002],"about_ca_topic_score_codex":0.019476082,"about_ca_topic_score_gemma":0.0026569173,"teacher_disagreement_score":0.6635696,"about_ca_system_score_codex":0.000045479766,"about_ca_system_score_gemma":0.000028483284,"threshold_uncertainty_score":0.9990186},"labels":[],"label_agreement":null},{"id":"W7005577412","doi":"","title":"Relay-Assisted Free-Space Optical Communications","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"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 Waterloo","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Proteogenomics; Liquation; Hyporeflexia; Fusible alloy","score_opus":0.04426320956281598,"score_gpt":0.19703585479160482,"score_spread":0.15277264522878883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005577412","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34473753,0.0023263737,0.000021308415,0.0011863268,0.0024014576,0.00036457772,0.0011703107,0.00010256882,0.6476896],"genre_scores_gemma":[0.009110421,0.0010662841,0.0049293004,0.000011412212,0.000021647722,0.000001015381,0.00027092916,0.000025231899,0.98456377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988105,0.000015967758,0.0003004675,0.00052610005,0.00004951106,0.0002974242],"domain_scores_gemma":[0.99778324,0.00003852821,0.0005947806,0.0013828471,0.00009120408,0.000109367276],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027543204,0.00022680155,0.0006626706,0.00037905708,0.0003375968,0.00003372807,0.0014151706,0.0003062648,0.0052171494],"category_scores_gemma":[0.00004475841,0.00031612968,0.00028678298,0.00019613435,0.0003162225,0.00024987973,0.00038339949,0.00027067054,0.0071579274],"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":[0.00024024362,0.0005379389,0.0026202805,0.00031412102,0.0010041997,0.000024541816,0.21345629,0.000009747943,0.000086388805,0.45643476,0.3234081,0.0018633958],"study_design_scores_gemma":[0.0034187208,0.0002479281,0.03577783,0.00038834973,0.00044109768,0.0000057584753,0.52046114,0.0006228855,0.00024692187,0.014066644,0.42223197,0.0020907372],"about_ca_topic_score_codex":0.028559454,"about_ca_topic_score_gemma":0.023117399,"teacher_disagreement_score":0.4423681,"about_ca_system_score_codex":0.00011281103,"about_ca_system_score_gemma":0.000035102366,"threshold_uncertainty_score":0.9999291},"labels":[],"label_agreement":null},{"id":"W7005630534","doi":"","title":"Restrictions of Routine","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Biological and pharmacological studies of plants","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":"University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Articular cartilage damage; Fusible alloy; Hyporeflexia; Dysgeusia","score_opus":0.02627077952145791,"score_gpt":0.2531766920844378,"score_spread":0.22690591256297993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005630534","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":[0.99311733,0.00019984813,0.0000012487233,0.00067679177,0.00021669819,0.00019035867,0.00008448593,0.00003022784,0.005482988],"genre_scores_gemma":[0.46250486,0.0011537845,0.0011752204,0.00003770457,0.00010658278,2.7450594e-7,0.000631411,0.000008001672,0.53438216],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99935657,0.00002475981,0.000113958864,0.0001989611,0.00015454099,0.000151194],"domain_scores_gemma":[0.99935097,0.000035594792,0.00019646618,0.00011949814,0.00021206758,0.00008541464],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006487388,0.00013030013,0.0004509861,0.000083474515,0.000101509926,0.0000012129786,0.00013485347,0.00029356527,0.0014338882],"category_scores_gemma":[0.000027068405,0.000105443105,0.00016812484,0.00015078027,0.00015255601,0.000023164373,0.000047432546,0.00019668305,0.000058495232],"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":[0.029973574,0.0056817816,0.114064656,0.007048429,0.0062640538,0.00084822497,0.12548149,0.0000073071383,0.26703277,0.0013273124,0.38581207,0.05645834],"study_design_scores_gemma":[0.003880189,0.004095,0.86140114,0.0007780271,0.0018769318,0.000012060789,0.0812257,0.000036151272,0.015188898,0.000325956,0.030642616,0.0005373383],"about_ca_topic_score_codex":0.010655181,"about_ca_topic_score_gemma":0.0046887915,"teacher_disagreement_score":0.74733645,"about_ca_system_score_codex":0.000024309324,"about_ca_system_score_gemma":0.000029661625,"threshold_uncertainty_score":0.99947894},"labels":[],"label_agreement":null},{"id":"W7005632868","doi":"","title":"The role of social preferences in the organization of a gregarious mammal colony","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Developmental Biology and Gene Regulation","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":"Association (psychology); Social relationship; Social grooming; Social relation; Social behaviour; Social organization; Sociality; Habitat","score_opus":0.003418267767317573,"score_gpt":0.18651072753612988,"score_spread":0.1830924597688123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005632868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999039,0.00020278116,6.2604704e-7,0.00012676981,0.00006024544,0.00014310346,0.00002224588,0.0000015657863,0.00040367967],"genre_scores_gemma":[0.9756847,0.00012987966,0.000030705833,0.0000035004598,0.0000101526875,5.8925707e-7,0.0015238236,0.000004617939,0.022612045],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994951,0.00010524321,0.00009301495,0.000121211604,0.00010822534,0.00007720637],"domain_scores_gemma":[0.99957424,0.000011659784,0.00022656904,0.000096009186,0.000084885956,0.0000066277375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014238825,0.00007299217,0.000117419775,0.000041507607,0.00016649767,0.000002627094,0.00027634218,0.00016663333,0.00004459646],"category_scores_gemma":[0.0000114514905,0.000059108283,0.000046184607,0.00013111345,0.000097815224,0.0000030802805,0.000054983273,0.00007216562,6.1547e-7],"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":[0.0013859404,0.00025787653,0.059608486,0.00020582399,0.00039417463,0.0000036746442,0.22788821,0.000060447972,0.68728614,0.001455424,0.0013108739,0.02014295],"study_design_scores_gemma":[0.0006478198,0.00039919588,0.42382303,0.000023631022,0.00010026549,0.0000030480749,0.3828989,0.0000099679055,0.18434453,0.00041459978,0.0071172626,0.00021774737],"about_ca_topic_score_codex":0.001919207,"about_ca_topic_score_gemma":0.026980018,"teacher_disagreement_score":0.5029416,"about_ca_system_score_codex":0.0000113059305,"about_ca_system_score_gemma":0.00009715356,"threshold_uncertainty_score":0.99077505},"labels":[],"label_agreement":null},{"id":"W7005649873","doi":"","title":"Re-Occupying the Archipelago: The Potential of Unified Governance in the Thousand Islands Region through Application of the Haudenosaunee Great Law of Peace","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Synthetic Organic Chemistry","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":"Indigenous; Corporate governance; Indigenization; Politics; Reciprocity (cultural anthropology); Negotiation; Sustainable development; Work (physics)","score_opus":0.008966217583643778,"score_gpt":0.21134487454561685,"score_spread":0.20237865696197307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005649873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99367714,0.00020140229,0.000083030674,0.0015298043,0.000090298505,0.00032484764,0.00011041833,0.000020653324,0.0039624106],"genre_scores_gemma":[0.9698885,0.00034976008,0.0000701686,0.000010691607,0.00004117969,0.000002140375,0.00009718195,0.000032562457,0.029507829],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99839723,0.00010334975,0.00032141505,0.00034064322,0.00061985146,0.00021749818],"domain_scores_gemma":[0.99700236,0.00030791035,0.0012185258,0.001321694,0.00013266424,0.000016843513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821953,0.0002500225,0.00042521703,0.000021626423,0.00022649983,0.000009081137,0.0016764316,0.00027759137,0.00004290512],"category_scores_gemma":[0.00005997395,0.00015368169,0.00026726472,0.00036474975,0.00057243777,0.00008384592,0.00018703088,0.0005430607,0.0000015916664],"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":[0.0010655103,0.00023626589,0.0013370563,0.0029419295,0.00033534894,0.000020294392,0.4999836,0.00069654634,0.48581147,0.003763436,0.0009934714,0.0028150456],"study_design_scores_gemma":[0.0009646947,0.000027137556,0.004969241,0.00088288373,0.00041738185,0.000010665202,0.6182617,0.00020148806,0.3708316,0.0026382862,0.0005148065,0.00028011683],"about_ca_topic_score_codex":0.018957924,"about_ca_topic_score_gemma":0.031535104,"teacher_disagreement_score":0.11827808,"about_ca_system_score_codex":0.000065905035,"about_ca_system_score_gemma":0.00008250303,"threshold_uncertainty_score":0.98757493},"labels":[],"label_agreement":null},{"id":"W7005804035","doi":"","title":"Several Mathematical Problems in Investment Management","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Discretization; Valuation (finance); Portfolio; Reinforcement learning; Project portfolio management; Set (abstract data type)","score_opus":0.007532911190595271,"score_gpt":0.21609601752379626,"score_spread":0.208563106333201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005804035","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":[0.9936764,0.00006416123,0.000069002956,0.00007936515,0.000025351825,0.0003850424,0.000004504663,0.000037671165,0.0056585],"genre_scores_gemma":[0.038437556,0.0006617391,0.003150459,0.000031641426,0.000020030388,0.0000041205085,0.0017852037,0.000040446517,0.9558688],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991186,0.000035809397,0.00012984862,0.0003556388,0.0001718333,0.0001882667],"domain_scores_gemma":[0.9994301,0.0000035028588,0.000119542645,0.00035203164,0.00004996197,0.000044834916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013298863,0.00017087568,0.00025604,0.0002411493,0.000034619457,0.000009725214,0.0002810547,0.0002271102,0.000060688482],"category_scores_gemma":[0.0000051939405,0.00020247532,0.00014959926,0.00015847695,0.00004300011,0.0000049031164,0.00013358353,0.00010550524,0.000054728524],"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":[0.000984563,0.0025025485,0.003498942,0.012335975,0.004643091,0.0011906958,0.16688126,0.0015729858,0.5917982,0.0021678524,0.19904833,0.013375578],"study_design_scores_gemma":[0.007707474,0.002015725,0.03539666,0.004246203,0.0028058272,0.000021841159,0.52461934,0.0023721121,0.36431837,0.016404716,0.03473588,0.005355836],"about_ca_topic_score_codex":0.0027843174,"about_ca_topic_score_gemma":0.024445657,"teacher_disagreement_score":0.9552388,"about_ca_system_score_codex":0.000038297767,"about_ca_system_score_gemma":0.000023491062,"threshold_uncertainty_score":0.9933557},"labels":[],"label_agreement":null},{"id":"W7005816531","doi":"","title":"Scaling Permissioned Blockchains via Sharding","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Scalability; Interleaving; Path (computing); Consistency (knowledge bases); Scaling; Reliability (semiconductor); Coupling (piping); Protocol (science)","score_opus":0.006011107749438614,"score_gpt":0.22197239740517538,"score_spread":0.21596128965573677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005816531","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":[0.99776256,0.00033618178,0.0001152184,0.00008073099,0.00005651875,0.00015891563,0.000014420108,0.00004089525,0.0014345759],"genre_scores_gemma":[0.35049492,0.00045661736,0.0017082626,0.000027266147,0.00007235444,0.0000012151278,0.0040022843,0.00005082426,0.6431862],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99891275,0.00006381553,0.00011975177,0.00046812117,0.00023064132,0.00020490697],"domain_scores_gemma":[0.9991259,0.000007125292,0.00022469598,0.00044280489,0.00012370847,0.00007576607],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001482678,0.00020854567,0.00030485046,0.00020812948,0.000268609,0.000012695391,0.00043104158,0.00026513656,0.0007985837],"category_scores_gemma":[0.00002153488,0.00026625776,0.00033316543,0.0001463685,0.00004213224,0.000005593025,0.00020917546,0.00020392834,0.000007704236],"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":[0.00015801791,0.00006529476,0.00015997776,0.00011011808,0.00023256429,0.000037966878,0.008940554,0.000046078178,0.9800014,0.000004829491,0.0057962635,0.004446925],"study_design_scores_gemma":[0.00083105674,0.0003427195,0.00073751033,0.00014672663,0.0007416773,0.000013226172,0.1376102,0.0007702573,0.81589144,0.00005971443,0.041789334,0.0010661611],"about_ca_topic_score_codex":0.0059076236,"about_ca_topic_score_gemma":0.005270983,"teacher_disagreement_score":0.6472676,"about_ca_system_score_codex":0.000043104203,"about_ca_system_score_gemma":0.00006443832,"threshold_uncertainty_score":0.99997896},"labels":[],"label_agreement":null},{"id":"W7005838928","doi":"","title":"SoMeIL: A social media infodemic listening for public health behaviours conceptual framework","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Misinformation; Social media; Public health; Conceptual framework; Thematic analysis; Health belief model; Health communication; Social determinants of health; Health care","score_opus":0.032912531429973337,"score_gpt":0.23217766056880915,"score_spread":0.19926512913883582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005838928","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":[0.9952671,0.000027043798,0.00003135981,0.0026856048,0.0009432592,0.00039741085,0.00035221977,0.00014064526,0.00015538551],"genre_scores_gemma":[0.3976163,0.00024637082,0.0062033404,0.00086732436,0.00036142254,0.000009730783,0.014109541,0.00020661,0.58037937],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99808407,0.000096051124,0.00019807107,0.000528264,0.00036932435,0.0007241964],"domain_scores_gemma":[0.9989551,0.0001494872,0.00041624028,0.00020212724,0.000048381415,0.00022868479],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003392129,0.00028087763,0.0005714274,0.00020473213,0.0007972994,0.00003130814,0.000709539,0.00064598967,0.0019100918],"category_scores_gemma":[0.00006757417,0.00036240506,0.0002749338,0.00032340107,0.00055684673,0.0003520681,0.00026203127,0.00044131555,0.00049744855],"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":[0.00023087283,0.00011664711,0.007389084,0.00016644479,0.0001259353,0.000032953125,0.8910981,0.000051428276,0.00018815127,0.00072776334,0.09618476,0.0036879058],"study_design_scores_gemma":[0.00215333,0.00043438328,0.05073911,0.00013352961,0.00020904337,0.000002731352,0.93572813,0.0003602994,0.0001219267,0.0015587035,0.007633055,0.0009257377],"about_ca_topic_score_codex":0.039350636,"about_ca_topic_score_gemma":0.37271172,"teacher_disagreement_score":0.59765077,"about_ca_system_score_codex":0.0004303391,"about_ca_system_score_gemma":0.00012909563,"threshold_uncertainty_score":0.9998828},"labels":[],"label_agreement":null},{"id":"W7005948299","doi":"","title":"Semi-analytical methods for simulating the groundwater-surface water interface","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Waterloo; Global Institute for Water Security, University of Saskatchewan","keywords":"Grid; Stability (learning theory); Component (thermodynamics); Groundwater; Aquifer; Key (lock); Water balance; Numerical analysis","score_opus":0.025241071675931825,"score_gpt":0.2698322787458071,"score_spread":0.2445912070698753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005948299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608,0.00007345103,0.00016799224,0.002543972,0.00039236114,0.00034616026,0.000021494821,0.000047499598,0.0003270885],"genre_scores_gemma":[0.6525987,0.000027411066,0.00214509,0.00005592171,0.00017315031,8.004664e-7,0.0007591771,0.000004527643,0.34423527],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860585,0.00025280347,0.00017635999,0.0004251032,0.00012489663,0.00041499455],"domain_scores_gemma":[0.9990559,0.0004208125,0.00016098951,0.00012633875,0.0001562321,0.00007968219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058204366,0.00025602934,0.00048075133,0.000016072607,0.00039775585,0.00003846749,0.00060957635,0.000399019,0.00047935237],"category_scores_gemma":[0.000033598215,0.00008903125,0.000337015,0.0000887037,0.00011750582,0.00008039362,0.00011214057,0.00023281509,0.00005770902],"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":[0.0013309878,0.00020133647,0.00064318447,0.00038830945,0.0005509564,0.000004717658,0.04764408,0.00067324436,0.8240723,0.00045019758,0.0044088475,0.11963181],"study_design_scores_gemma":[0.0020251651,0.0037853483,0.014208076,0.00049667695,0.0016448507,0.0000123929385,0.30974767,0.0747465,0.1347751,0.0029607187,0.4526562,0.0029412715],"about_ca_topic_score_codex":0.01251062,"about_ca_topic_score_gemma":0.0240296,"teacher_disagreement_score":0.6892972,"about_ca_system_score_codex":0.000036639984,"about_ca_system_score_gemma":0.0000070265005,"threshold_uncertainty_score":0.99406517},"labels":[],"label_agreement":null},{"id":"W7005957426","doi":"","title":"Sustainable or same-old? An Investigation into the Communication of Green Features within Online Real Estate Listings across Five Southern Ontario Municipalities","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Scientific and Economic Studies","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":"University of Waterloo","funders":"","keywords":"Real estate; Promotion (chess); Exploratory research; Listing (finance); Consumption (sociology); Energy consumption; Real estate development; Consumer behaviour; Sustainable living; Corporate Real Estate","score_opus":0.03475786824144732,"score_gpt":0.22919241983177607,"score_spread":0.19443455159032874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005957426","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":[0.99767274,0.00008809422,1.3073619e-8,0.00036495688,0.0003086899,0.00027617445,0.0007655275,0.00004092861,0.0004829017],"genre_scores_gemma":[0.0038474621,0.00056338374,0.00043137814,0.000015960875,0.000019783814,0.000001603899,0.0013815878,0.000026176915,0.99371266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987816,0.000051553317,0.00038106076,0.0004156621,0.000078795834,0.0002912881],"domain_scores_gemma":[0.99787635,0.00008628875,0.0011219212,0.0006280193,0.00022297936,0.00006444451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084036915,0.00021951647,0.0005596745,0.00024265927,0.0006150093,0.00007145806,0.0007986973,0.00020673776,0.00032259038],"category_scores_gemma":[0.00005468575,0.00022000905,0.00013533387,0.00027460646,0.00045962006,0.00040441877,0.00026663492,0.00028731246,0.00013322513],"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":[0.00018330288,0.0000344543,0.0034789266,0.00021544172,0.00016286504,0.0000040062164,0.9912966,0.00021071582,0.0000037866591,0.002431687,0.001651158,0.00032704446],"study_design_scores_gemma":[0.00037362485,0.00008092305,0.017347481,0.00008924322,0.00005038623,3.369871e-7,0.97879267,0.00024856097,0.00001527958,0.0025684317,0.00020653883,0.0002265208],"about_ca_topic_score_codex":0.9994877,"about_ca_topic_score_gemma":0.9994472,"teacher_disagreement_score":0.99382526,"about_ca_system_score_codex":0.0002661329,"about_ca_system_score_gemma":0.00012055831,"threshold_uncertainty_score":0.8971709},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W7005992766","doi":"","title":"Spatial epidemiology of a highly transmissible disease in urban neighbourhoods: Using COVID-19 outbreaks in Toronto as a case study","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Public health; Neighbourhood (mathematics); Spatial epidemiology; Urbanization; Health geography; Pandemic; Context (archaeology); Outbreak; Epidemiology","score_opus":0.06493298096784186,"score_gpt":0.3412150389674498,"score_spread":0.2762820579996079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005992766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99670225,0.0010072223,0.0000042074003,0.0007900557,0.00015812294,0.001063709,0.00013797393,0.00004001772,0.000096420124],"genre_scores_gemma":[0.9865262,0.00038862924,0.00011744841,0.000099261815,0.00004050328,0.0000028110524,0.00025411314,0.000014657137,0.012556363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980647,0.00041040036,0.0004027879,0.00054113625,0.0001836605,0.0003973218],"domain_scores_gemma":[0.99860567,0.00039924556,0.00030112916,0.0001842697,0.00007030514,0.0004393837],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050743244,0.00029267033,0.0012590125,0.0002038727,0.00010150278,0.0000016536575,0.00020212535,0.00038683222,0.00060714467],"category_scores_gemma":[0.0003049368,0.00025385196,0.00021769314,0.00023457145,0.00013413583,0.000061488994,0.00008155424,0.00036901527,0.0000074985664],"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":[0.011585135,0.0023096579,0.845761,0.0016456901,0.00038497368,0.030695448,0.104555555,0.00013933294,0.00079221773,0.000033511136,0.00023815184,0.0018593078],"study_design_scores_gemma":[0.006576919,0.0019292461,0.6374315,0.0004064175,0.0007053549,0.000039824547,0.35153815,0.00068930833,0.000022006227,0.00017885937,0.00009008739,0.00039232813],"about_ca_topic_score_codex":0.8896714,"about_ca_topic_score_gemma":0.7374822,"teacher_disagreement_score":0.24698259,"about_ca_system_score_codex":0.0004262206,"about_ca_system_score_gemma":0.00023484374,"threshold_uncertainty_score":0.99999136},"labels":[],"label_agreement":null},{"id":"W7006156582","doi":"","title":"Staff Scheduling During a Pandemic","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Scheduling and Timetabling Solutions","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":"Scheduling (production processes); Pandemic; Job shop scheduling; Nurse scheduling problem; Coronavirus disease 2019 (COVID-19); Dynamic priority scheduling; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; 2019-20 coronavirus outbreak; Process (computing)","score_opus":0.04876727350820009,"score_gpt":0.294557401672549,"score_spread":0.24579012816434892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006156582","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":[0.996969,0.00061321893,0.000069095935,0.00042293707,0.000779606,0.000120642144,0.000038725808,0.000102460916,0.00088433013],"genre_scores_gemma":[0.40864286,0.00012566916,0.0046647307,0.0000042999095,0.000063816995,2.6490926e-7,0.00013796093,0.000022269323,0.58633816],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970466,0.00017805894,0.00034462044,0.0007802877,0.0012230927,0.00042733675],"domain_scores_gemma":[0.9973596,0.00028312622,0.000550847,0.0007927365,0.00083374593,0.0001799659],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009401139,0.00026552222,0.00067641004,0.0007518972,0.00056419167,0.00013538424,0.0009816375,0.0004126514,0.0012317885],"category_scores_gemma":[0.000717862,0.0002854787,0.00045248147,0.001033589,0.00010083652,0.0003190107,0.00014601114,0.0005065198,0.00032766585],"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":[0.0014749621,0.001242289,0.026174419,0.0009677295,0.0019543304,0.0009770228,0.75830334,0.018341014,0.1346009,0.0030197075,0.0049347663,0.04800953],"study_design_scores_gemma":[0.0014396685,0.000103928345,0.021878734,0.00058714324,0.0004082896,0.000022343267,0.96494395,0.0021966542,0.004163431,0.0019601425,0.0014348415,0.00086089014],"about_ca_topic_score_codex":0.007665057,"about_ca_topic_score_gemma":0.03605812,"teacher_disagreement_score":0.58832616,"about_ca_system_score_codex":0.00008981558,"about_ca_system_score_gemma":0.00034895865,"threshold_uncertainty_score":0.9999597},"labels":[],"label_agreement":null},{"id":"W7006252059","doi":"","title":"Techniques for Improving Numerical Secret Key Rates of Quantum Key Distribution Protocols","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine Biology and Environmental Chemistry","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":"University of Waterloo","funders":"","keywords":"Quantum key distribution; Key (lock); Key generation; Encoding (memory); Imperfect; Block (permutation group theory); Quantum computer; Limit (mathematics)","score_opus":0.009437500884174287,"score_gpt":0.21703442776099444,"score_spread":0.20759692687682016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006252059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995276,0.000018604836,0.0009621421,0.000035443136,0.00010257923,0.0027938578,0.00039461307,0.00024450588,0.00017230019],"genre_scores_gemma":[0.84115577,0.000107604894,0.0036470743,0.000003385638,0.00012849823,0.00037230414,0.02195573,0.00013575793,0.13249387],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993964,0.0000114961,0.00012990412,0.0001928395,0.000088560344,0.00018083311],"domain_scores_gemma":[0.99960744,0.000028136934,0.00012663488,0.00016185944,0.000033981483,0.000041919873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000804801,0.00018036032,0.0003120734,0.000048450845,0.000063288004,0.0000044403487,0.00019410758,0.0003730381,0.000050805196],"category_scores_gemma":[0.000013768681,0.00021223398,0.00012942558,0.00007558689,0.00005443304,0.000066749686,0.000040603816,0.0001657389,0.000006101135],"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":[0.0018615661,0.00027662425,0.0105972495,0.026642727,0.00066973694,0.000033405136,0.028687043,0.00054703763,0.90682805,0.0005350176,0.008030614,0.01529096],"study_design_scores_gemma":[0.0010865898,0.00058787956,0.021177566,0.0007632336,0.0002743895,0.0000032455173,0.03968813,0.015191637,0.91526395,0.00044046805,0.0044531086,0.0010697768],"about_ca_topic_score_codex":0.0021366335,"about_ca_topic_score_gemma":0.0008153936,"teacher_disagreement_score":0.15412018,"about_ca_system_score_codex":0.000078189725,"about_ca_system_score_gemma":0.000016568101,"threshold_uncertainty_score":0.86546504},"labels":[],"label_agreement":null},{"id":"W7006290042","doi":"","title":"Temperament, attention, and the social world: New empirical approaches to the study of shyness and attention in middle childhood","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Shyness; Perception; Temperament; Social relation; Social environment; Social influence; Social inhibition; Task (project management)","score_opus":0.031673761285114184,"score_gpt":0.2525811430004971,"score_spread":0.22090738171538293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006290042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981867,0.000097846176,0.000011304577,0.0010845803,0.000015115447,0.0005474135,0.0000034329742,0.000007922476,0.000045672678],"genre_scores_gemma":[0.92824787,0.00009421008,0.000077876175,0.000012291781,0.0000358618,0.0000029217729,0.00022517689,0.000013815296,0.07128997],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99918777,0.00013384859,0.00012695871,0.00030400467,0.00014038086,0.00010704132],"domain_scores_gemma":[0.99955714,0.000012739367,0.00014686635,0.00020695993,0.000047825935,0.000028498482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025935445,0.00013095801,0.00025904368,0.00017228555,0.00015051008,0.000020601274,0.00021114493,0.000112018526,0.0000035163087],"category_scores_gemma":[0.000013020892,0.00010255132,0.00009408037,0.00026354144,0.00008937502,0.000006669637,0.00015784995,0.00011165685,9.912463e-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":[0.0021096708,0.002068546,0.14959897,0.0005049183,0.0018815878,0.000017571037,0.75657874,0.00004117748,0.051991124,0.00010211979,0.015236408,0.01986914],"study_design_scores_gemma":[0.0021722338,0.00025948125,0.5255648,0.000071125374,0.00042083932,8.965393e-7,0.46938694,0.000027021206,0.0016359731,0.00006691068,0.00017873327,0.00021507249],"about_ca_topic_score_codex":0.011078298,"about_ca_topic_score_gemma":0.16762021,"teacher_disagreement_score":0.3759658,"about_ca_system_score_codex":0.000010490499,"about_ca_system_score_gemma":0.000025950978,"threshold_uncertainty_score":0.995507},"labels":[],"label_agreement":null},{"id":"W7006323907","doi":"","title":"Towards Effectively Testing Sequence-to-Sequence models from White-Box Perspectives","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Machine translation; Sentence; Security token; Word (group theory); Benchmark (surveying); Question answering; Field (mathematics); Translation (biology)","score_opus":0.017629241870405685,"score_gpt":0.24931860474306883,"score_spread":0.23168936287266315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006323907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99410963,0.0006396042,0.0007005069,0.00018129783,0.000060004517,0.0003550432,0.000120533114,0.00010302239,0.0037303516],"genre_scores_gemma":[0.79945457,0.0003368099,0.022186922,0.000031120315,0.00013512828,0.00000443273,0.0018376402,0.000082079554,0.17593132],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982188,0.000084317275,0.00014903229,0.00097412895,0.000282432,0.00029130027],"domain_scores_gemma":[0.9986291,0.00001998228,0.00018317442,0.00054444815,0.0004990815,0.00012420783],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015291263,0.00037001207,0.00045280613,0.00029699024,0.00012546126,0.000051639498,0.00058738847,0.0004287292,0.00006073804],"category_scores_gemma":[0.00008021561,0.00043311753,0.00030060392,0.00035961682,0.000119066506,0.000026661259,0.00022440805,0.00029076613,0.00004140815],"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":[0.0001538825,0.000055689954,0.00013307306,0.00015481196,0.000387283,0.00008162067,0.04740256,0.00021891264,0.9456711,0.00003746122,0.001981557,0.0037220928],"study_design_scores_gemma":[0.0005799435,0.00090954365,0.0017531832,0.0010636267,0.001245008,0.000009868602,0.22984105,0.0028657904,0.75674796,0.0025962265,0.0007542638,0.0016335499],"about_ca_topic_score_codex":0.0457381,"about_ca_topic_score_gemma":0.019878102,"teacher_disagreement_score":0.19465509,"about_ca_system_score_codex":0.00013171743,"about_ca_system_score_gemma":0.00020869284,"threshold_uncertainty_score":0.99981207},"labels":[],"label_agreement":null},{"id":"W7006533009","doi":"","title":"URBAN PHOSPHORUS SPECIATION AND EXPORT LOADS: A PAIRED SEWERSHED FIELD AND MODELING STUDY","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Phosphorus; Genetic algorithm; Stormwater; Extraction (chemistry); Hydrology (agriculture); Particulates; Combined sewer; Aquatic ecosystem","score_opus":0.020346706047588266,"score_gpt":0.20633669704555446,"score_spread":0.1859899909979662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006533009","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":[0.9900096,0.0004103029,0.000029276072,0.00021186084,0.00015828792,0.0010730473,0.00011157117,0.0008898241,0.007106215],"genre_scores_gemma":[0.101464994,0.00021178335,0.00035389265,0.000009053626,0.000080347774,7.3549444e-7,0.000027838027,0.00054833875,0.89730304],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9984113,0.00008409115,0.00013377765,0.00065825955,0.00039253544,0.00032005488],"domain_scores_gemma":[0.99903625,0.000041916723,0.00027502124,0.00043363697,0.000066761124,0.00014638393],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027769702,0.00034732107,0.0005891693,0.00059982616,0.00013739166,0.00003334519,0.00022292418,0.00032386146,0.0005444959],"category_scores_gemma":[0.00002655462,0.00042439383,0.00008247753,0.00028165214,0.000094439136,0.00018500091,0.00028196114,0.00022283739,0.00021142467],"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":[0.00048491458,0.0003684507,0.06434385,0.00026013405,0.0010118592,0.00045018384,0.21803518,0.000032447053,0.0003406572,0.000030904797,0.71297556,0.001665847],"study_design_scores_gemma":[0.01158172,0.0019331119,0.021853037,0.0014600938,0.001948594,0.000017874516,0.8982918,0.020926664,0.00016648429,0.0000997443,0.03881486,0.0029059642],"about_ca_topic_score_codex":0.09671229,"about_ca_topic_score_gemma":0.15550867,"teacher_disagreement_score":0.8901968,"about_ca_system_score_codex":0.00010364379,"about_ca_system_score_gemma":0.00003841441,"threshold_uncertainty_score":0.99982077},"labels":[],"label_agreement":null},{"id":"W7006736182","doi":"","title":"Visioning Diversity: Planning Vancouver's Multicultural Communities","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning 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":"Vision; Multiculturalism; Outreach; Equity (law); Neighbourhood (mathematics); Population; Exploratory research; Immigration; Cultural competence; Cultural diversity","score_opus":0.018000882583983885,"score_gpt":0.2350692447234749,"score_spread":0.21706836213949102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006736182","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":[0.9834446,0.0002340039,0.0000036855542,0.00013984644,0.0008495404,0.00014209951,0.000055018696,0.00011817031,0.015013055],"genre_scores_gemma":[0.43393373,0.00005377491,0.00038278682,0.000010348039,0.000069575966,1.0598523e-7,0.0002976092,0.000010617633,0.56524146],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99859446,0.0001450015,0.00010920354,0.00021199891,0.00058047386,0.0003588731],"domain_scores_gemma":[0.9989998,0.00011647672,0.0003813906,0.00019735037,0.00021349838,0.0000914835],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002086711,0.00021142133,0.00035972433,0.00015237855,0.0025612162,0.00004766765,0.0006664668,0.00033755848,0.0001350382],"category_scores_gemma":[0.000022859333,0.00025186912,0.00016812884,0.00018416744,0.00025147264,0.0003827458,0.00017258058,0.0003813622,0.000023544455],"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":[0.00009116255,0.000039214498,0.012696104,0.00007444313,0.00007003516,0.00005188645,0.9146159,0.00025604933,0.00004659042,0.0001335848,0.07151171,0.00041327818],"study_design_scores_gemma":[0.00040236875,0.000040204082,0.020171903,0.00057883444,0.000119140925,2.4678175e-7,0.9588172,0.000080491205,0.000039934002,0.000044907636,0.019355893,0.00034886424],"about_ca_topic_score_codex":0.77054673,"about_ca_topic_score_gemma":0.81515294,"teacher_disagreement_score":0.5502284,"about_ca_system_score_codex":0.00017777464,"about_ca_system_score_gemma":0.00009946259,"threshold_uncertainty_score":0.9999934},"labels":[],"label_agreement":null},{"id":"W7006774022","doi":"","title":"Walls of Air: A Retrofit for Equitable Indoor Air Quality","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Indoor air quality; Air quality index; Tower; Habitability; Isolation (microbiology); Stock (firearms); Quality (philosophy); Air filtration","score_opus":0.018653920062730468,"score_gpt":0.26928458355954427,"score_spread":0.2506306634968138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006774022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958988,0.00009158555,0.00020490422,0.0006989251,0.0004707053,0.00083381234,0.00017943887,0.000051371473,0.0015704711],"genre_scores_gemma":[0.5513813,0.000019728082,0.00043143853,0.000027908138,0.000043745564,0.0000024054107,0.0015784503,0.00001776437,0.44649726],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988497,0.000061531326,0.00023158577,0.00027862436,0.00034724944,0.0002313474],"domain_scores_gemma":[0.9986437,0.00006423838,0.00052844087,0.00027262678,0.00042373748,0.000067255976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043221095,0.0001657494,0.0006296437,0.00031623215,0.00020116926,0.0000026849914,0.00012940337,0.00024114923,0.00111815],"category_scores_gemma":[0.000056163906,0.00019306205,0.0004320861,0.00019435617,0.00003892111,0.0001307729,0.000044496974,0.0002234833,0.000009770439],"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":[0.07228071,0.0044338284,0.099549256,0.03912709,0.006409627,0.00012855502,0.43404913,0.0008443466,0.23529589,0.0166543,0.05294693,0.038280338],"study_design_scores_gemma":[0.02504332,0.005485748,0.48100507,0.0012834982,0.0044622337,0.000016030503,0.4061866,0.0018147625,0.030722594,0.0009884043,0.04155275,0.0014389576],"about_ca_topic_score_codex":0.019004645,"about_ca_topic_score_gemma":0.010700891,"teacher_disagreement_score":0.44492677,"about_ca_system_score_codex":0.00015964791,"about_ca_system_score_gemma":0.00018439628,"threshold_uncertainty_score":0.99979496},"labels":[],"label_agreement":null},{"id":"W7006786515","doi":"","title":"Visual-lidar Map Alignment for Change Detection in Infrastructure Applications","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Frame (networking); Identification (biology); Work (physics); Field (mathematics); Noise (video); Measure (data warehouse)","score_opus":0.00787712689266328,"score_gpt":0.2137126778721943,"score_spread":0.20583555097953102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006786515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99587756,0.000103406266,0.00088568486,0.000048771686,0.0015330813,0.001152211,0.00006830355,0.00024410429,0.00008690012],"genre_scores_gemma":[0.9313975,0.00045734041,0.002130592,0.000010455424,0.00070996076,0.00010799267,0.0015013837,0.00017448278,0.0635103],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9992446,0.000008143924,0.00011784542,0.00022601977,0.00013328166,0.0002701372],"domain_scores_gemma":[0.9996283,0.000016112412,0.00008078431,0.00015962558,0.00006995713,0.000045188437],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005727907,0.0002083045,0.00026700553,0.000367082,0.000091924914,0.000011700134,0.00016960398,0.00030806186,0.00001637536],"category_scores_gemma":[0.0000025991892,0.00026074078,0.000104138766,0.00023230175,0.00001765631,0.00012449973,0.000020956639,0.00020282272,0.000019651767],"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":[0.00055635604,0.00009154043,0.0019273101,0.012464827,0.0007219359,0.0000578544,0.39856791,0.010696379,0.16920727,0.00045141828,0.004299347,0.40095785],"study_design_scores_gemma":[0.004257065,0.00047926832,0.14592306,0.0020902667,0.0006436005,0.000005537629,0.6362924,0.016551608,0.13372919,0.0036710603,0.053450223,0.0029067306],"about_ca_topic_score_codex":0.00283575,"about_ca_topic_score_gemma":0.023889646,"teacher_disagreement_score":0.39805114,"about_ca_system_score_codex":0.00022541791,"about_ca_system_score_gemma":0.000015680936,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W7007746415","doi":"","title":"Adaptations of green growth and degrowth in an oil-dependent economy toward a better future","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Public-Private Partnership Projects","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":"Degrowth; Natural resource; Green economy; Unemployment; Resource depletion; Green growth; Empirical research; Sustainability","score_opus":0.022667904496517628,"score_gpt":0.21316995445562764,"score_spread":0.19050204995911002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007746415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992561,0.000036280744,0.0000011475112,0.0026914312,0.00018523085,0.00018855452,0.00001742619,0.000072884235,0.004246049],"genre_scores_gemma":[0.94793534,0.00009224393,0.00035967908,0.00010431385,0.0003512024,0.00000224559,0.0013597851,0.000065337386,0.049729865],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988871,0.000024622464,0.00018756793,0.00041868753,0.00020952584,0.00027250263],"domain_scores_gemma":[0.9991181,0.000023227994,0.00039434145,0.00022530869,0.0002114969,0.000027542066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018068725,0.00024818478,0.0004141252,0.0011744859,0.00009601613,0.000078687845,0.0004370812,0.0002630198,0.00007106626],"category_scores_gemma":[0.000012569319,0.00029604402,0.000090741174,0.0005106496,0.000059692182,0.0016841545,0.0001510898,0.00023732068,0.000037522568],"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":[0.0020594792,0.0011124464,0.32776904,0.024735538,0.00116459,0.00055760867,0.53236353,0.00010494437,0.009904941,0.040801886,0.006620316,0.052805692],"study_design_scores_gemma":[0.0031035868,0.000089176916,0.3480195,0.0005602263,0.00049236004,0.0000016748116,0.63898855,0.0013464605,0.0005068608,0.0037976706,0.0018675082,0.0012263954],"about_ca_topic_score_codex":0.09147945,"about_ca_topic_score_gemma":0.21761324,"teacher_disagreement_score":0.12613378,"about_ca_system_score_codex":0.000038123315,"about_ca_system_score_gemma":0.00005707907,"threshold_uncertainty_score":0.99994916},"labels":[],"label_agreement":null},{"id":"W7007753554","doi":"","title":"Alcohol Mixed with Caffeinated Energy Drinks: Consumption Patterns and Trends Among Canadian Youth &amp; Young Adults","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coffee research and impacts","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":"Binge drinking; Young adult; Logistic regression; Consumption (sociology); Alcohol consumption; Injury prevention; Suicide prevention; Affect (linguistics); Occupational safety and health","score_opus":0.020446394788873418,"score_gpt":0.23646838175042403,"score_spread":0.21602198696155062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007753554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99795634,0.00014566745,0.0000018478545,0.00026620476,0.00010693158,0.00022310836,0.0003094352,0.000045341938,0.0009451368],"genre_scores_gemma":[0.7879652,0.00028264252,0.00004011692,0.000007889474,0.000026631185,5.6023015e-7,0.0066019376,0.00003094802,0.2050441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839365,0.000071102564,0.00011217763,0.00041908195,0.00048546479,0.0005184996],"domain_scores_gemma":[0.99797034,0.00001433444,0.00016179775,0.00033084588,0.00043882057,0.0010838564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012104503,0.00030021416,0.00050891686,0.0010373188,0.0001529459,0.000030788582,0.0001430933,0.00035281762,0.0002590193],"category_scores_gemma":[0.000024373285,0.0002937333,0.00008428581,0.00024661742,0.00013844475,0.00021100281,0.000030148405,0.00031712902,0.0000132947025],"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":[0.008824415,0.0002843985,0.50346863,0.0020387939,0.0015109364,0.0013677002,0.4166972,0.000006452624,0.0013227056,0.000019836252,0.008633308,0.0558256],"study_design_scores_gemma":[0.0050329664,0.0007176643,0.8618863,0.0015735464,0.00056930294,0.000037441918,0.12900513,0.000097908254,0.00033494903,0.000003479668,0.00031517862,0.00042613296],"about_ca_topic_score_codex":0.96013224,"about_ca_topic_score_gemma":0.99731666,"teacher_disagreement_score":0.35841766,"about_ca_system_score_codex":0.00032226567,"about_ca_system_score_gemma":0.00041304954,"threshold_uncertainty_score":0.9999515},"labels":[],"label_agreement":null},{"id":"W7007866125","doi":"","title":"Adaptation for whom? Assessing Environmental Equity within British Columbia’s Climate Change Adaptation Policies","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate Change, Adaptation, Migration","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":"Climate change; Equity (law); Indigenous; Environmental justice; Adaptation (eye); Government (linguistics); Climate justice; Political economy of climate change","score_opus":0.1105503008231062,"score_gpt":0.29707830899007326,"score_spread":0.18652800816696707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007866125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535966,0.000114810995,0.00009127718,0.00048501592,0.0010499426,0.0015391343,0.00070773927,0.00023797463,0.00041445871],"genre_scores_gemma":[0.68667316,0.003257621,0.004045521,0.0000582441,0.00063034747,0.000046593905,0.01571996,0.00015339557,0.28941512],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99754274,0.00021463711,0.00031962077,0.0005494949,0.0007991667,0.00057433],"domain_scores_gemma":[0.9983367,0.00015965877,0.0009072585,0.00020072726,0.0002519986,0.00014369097],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00089467125,0.0002335377,0.0004436959,0.00025656368,0.0021249617,0.0007085773,0.00036720803,0.0005062563,0.00018370665],"category_scores_gemma":[0.0001098384,0.0004460806,0.00022539761,0.00036476125,0.000304333,0.0014648818,0.00007654089,0.0001945106,0.000042935666],"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":[0.00007702224,0.00009546819,0.0015500152,0.00040422424,0.00006299812,0.000008931518,0.962037,0.00011672061,0.0007783053,0.00027757435,0.0011732426,0.033418447],"study_design_scores_gemma":[0.00060517807,0.00010204199,0.057245247,0.00046762262,0.00023086966,7.3052496e-7,0.9356231,0.0039874697,0.000029966173,0.00062530197,0.00064183865,0.0004406017],"about_ca_topic_score_codex":0.81160724,"about_ca_topic_score_gemma":0.99512166,"teacher_disagreement_score":0.30868647,"about_ca_system_score_codex":0.0006873696,"about_ca_system_score_gemma":0.00032182672,"threshold_uncertainty_score":0.9997991},"labels":[],"label_agreement":null},{"id":"W7007917446","doi":"","title":"Analysis of duration data from longitudinal surveys subject to loss to follow-up","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Survey Methodology and Nonresponse","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; Hyporeflexia; Sulfinpyrazone; Dysgeusia; Proteogenomics","score_opus":0.1279151248355695,"score_gpt":0.364470809478695,"score_spread":0.23655568464312549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007917446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961354,0.000020912166,0.0006011062,0.0006598422,0.0009706783,0.00027322743,0.0011389066,0.000028191746,0.00017171836],"genre_scores_gemma":[0.8044495,0.00005117992,0.004257671,0.000016658887,0.00008297087,5.366603e-7,0.007183842,0.00001680274,0.18394086],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99186534,0.0065076197,0.00021145956,0.0006328699,0.00049994834,0.00028276007],"domain_scores_gemma":[0.995621,0.0025375234,0.0003458121,0.0008425022,0.000455657,0.00019745332],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014301838,0.00018859525,0.00071794866,0.00091034384,0.00038378843,0.000022683842,0.0012872833,0.00055839756,0.0012888621],"category_scores_gemma":[0.003340739,0.00023102606,0.00022155084,0.0015916427,0.00016291713,0.0002979991,0.00016175429,0.00026135458,0.00007199395],"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":[0.011392638,0.00015985212,0.30441245,0.00004564306,0.003005746,0.000059657687,0.66045636,0.00005338805,0.0140495915,0.00008705741,0.0019644871,0.00431312],"study_design_scores_gemma":[0.0002495071,0.00006315588,0.90101904,0.000029847854,0.0012863856,6.4843825e-8,0.09556551,0.000020871945,0.0010084708,0.0000285947,0.00049232633,0.00023621481],"about_ca_topic_score_codex":0.6253543,"about_ca_topic_score_gemma":0.9841749,"teacher_disagreement_score":0.5966066,"about_ca_system_score_codex":0.000059209975,"about_ca_system_score_gemma":0.00030863337,"threshold_uncertainty_score":0.9996241},"labels":[],"label_agreement":null},{"id":"W7007999378","doi":"","title":"Bayesian Contact Tracing for Communicable Respiratory Diseases","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"COVID-19 Digital Contact Tracing","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":"University of Waterloo","funders":"","keywords":"Contact tracing; Context (archaeology); Transmission (telecommunications); Population; Communicable disease; Identification (biology); Bayesian probability; Tracing","score_opus":0.017507944688495515,"score_gpt":0.23536162686671905,"score_spread":0.21785368217822354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007999378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8773116,0.0012366176,0.10974938,0.002226812,0.0014731154,0.0022876665,0.00027348977,0.0009848597,0.0044564772],"genre_scores_gemma":[0.899219,0.000026515774,0.007155882,0.00025166772,0.0000693252,0.0000035156745,0.0003537518,0.00006026117,0.092860095],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983049,0.000112188376,0.00022295088,0.0005916107,0.00034378085,0.00042458618],"domain_scores_gemma":[0.9975335,0.00044127714,0.00041369902,0.001145984,0.00026289353,0.00020264454],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025348217,0.00033242695,0.0006587182,0.00038118628,0.00042422832,0.0001581362,0.0019892633,0.00025646403,0.000021575486],"category_scores_gemma":[0.00008065361,0.000414717,0.00038567075,0.00023591,0.000046482717,0.0011001115,0.00021139496,0.0002703285,0.000020638341],"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":[0.0040256144,0.0020923303,0.009438651,0.025927817,0.0024976844,0.00054406753,0.5816121,0.0019694043,0.03412915,0.11016004,0.03237355,0.1952296],"study_design_scores_gemma":[0.03475359,0.01093711,0.12534085,0.023888655,0.0043810885,0.000025786236,0.37127984,0.17210676,0.038548317,0.025105542,0.17570822,0.017924238],"about_ca_topic_score_codex":0.008541225,"about_ca_topic_score_gemma":0.035605233,"teacher_disagreement_score":0.21033224,"about_ca_system_score_codex":0.00018380936,"about_ca_system_score_gemma":0.00030573763,"threshold_uncertainty_score":0.9998305},"labels":[],"label_agreement":null},{"id":"W7008025390","doi":"","title":"Applications of Graphene in Vanadium Redox Flow Batteries","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced battery technologies 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":"Alberta Innovates","keywords":"Flow battery; Graphene; Nafion; Vanadium; Redox; Membrane; Oxide; Electrode","score_opus":0.008304594115999356,"score_gpt":0.21435255276123902,"score_spread":0.20604795864523967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008025390","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":[0.99765456,0.00013735064,0.00046428712,0.00018985648,0.00015536549,0.0004123197,0.000134374,0.00038958894,0.00046231356],"genre_scores_gemma":[0.47687837,0.0038973938,0.01995057,0.0000063627535,0.000054078464,0.00003587617,0.0029213428,0.00028619161,0.4959698],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991441,0.00001364647,0.00014383571,0.00022736403,0.00020129373,0.00026979682],"domain_scores_gemma":[0.999344,0.00004174768,0.0000735108,0.0004151303,0.000086927015,0.000038687485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006198884,0.0001720657,0.0003497942,0.0009260281,0.000046242225,0.0000050587787,0.0005180109,0.00028330088,0.000088529676],"category_scores_gemma":[0.000011077275,0.00022954163,0.00008449355,0.00077649043,0.00011797676,0.00012472893,0.00007062726,0.00032003567,0.00004212571],"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":[0.00067151524,0.00043157316,0.007540831,0.019284448,0.0014450385,0.0004542796,0.26638523,0.08565862,0.20967539,0.0012385,0.02890503,0.37830955],"study_design_scores_gemma":[0.002406533,0.00034775375,0.04841506,0.0016984836,0.00022535953,0.0000049465834,0.8113703,0.012722863,0.101633094,0.008120413,0.010761586,0.0022935844],"about_ca_topic_score_codex":0.0055062883,"about_ca_topic_score_gemma":0.08501566,"teacher_disagreement_score":0.54498506,"about_ca_system_score_codex":0.00009338911,"about_ca_system_score_gemma":0.00002613084,"threshold_uncertainty_score":0.9360436},"labels":[],"label_agreement":null},{"id":"W7008158501","doi":"","title":"Automatic Driver Fatigue Monitoring Using Hidden Markov Models and Bayesian Networks","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sleep and Work-Related Fatigue","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":"Blackberry (Canada)","funders":"","keywords":"Hidden Markov model; Automotive industry; Dynamic Bayesian network; Naive Bayes classifier; Support vector machine; Advanced driver assistance systems; Bayesian network; Key (lock)","score_opus":0.023500117946309552,"score_gpt":0.2516335005862154,"score_spread":0.22813338263990587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008158501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99489546,0.00080517045,0.00055340416,0.000070049486,0.0013667387,0.00045589017,0.000009729949,0.00012506971,0.0017184821],"genre_scores_gemma":[0.90439546,0.00019542371,0.0072094062,0.000007848401,0.00014180163,0.0000018729221,0.00019904539,0.00008530329,0.087763816],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99834085,0.00014327663,0.00022389166,0.00056066416,0.00024828847,0.00048301902],"domain_scores_gemma":[0.9987674,0.000070323906,0.0003827524,0.00045952678,0.00013355943,0.0001864672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000117189746,0.00039942193,0.0005663841,0.00038046943,0.00029807645,0.000046013996,0.00037482925,0.00093434873,0.0010685243],"category_scores_gemma":[0.0000038969265,0.00047629437,0.00016371919,0.00024448024,0.000112147885,0.00038437144,0.00007731819,0.00049613405,0.000035466375],"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":[0.00042492134,0.00035524205,0.025995621,0.000437181,0.0033989556,0.00040892654,0.58623123,0.004013041,0.0007001591,0.0012127897,0.0056512486,0.3711707],"study_design_scores_gemma":[0.0054700854,0.00037732476,0.059289515,0.006850995,0.0032702365,0.000027527529,0.65370625,0.266928,0.00024802532,0.0006345922,0.00003535146,0.003162116],"about_ca_topic_score_codex":0.044317096,"about_ca_topic_score_gemma":0.0033217384,"teacher_disagreement_score":0.36800858,"about_ca_system_score_codex":0.000093385235,"about_ca_system_score_gemma":0.000037643436,"threshold_uncertainty_score":0.9998446},"labels":[],"label_agreement":null},{"id":"W7008241404","doi":"","title":"Android Access Control Recommendation as a Deep Learning Task","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Android (operating system); Access control; Personalization; Probabilistic logic; Physical access; Java; Deep learning","score_opus":0.02206701141485153,"score_gpt":0.2751183742499361,"score_spread":0.2530513628350846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008241404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99095595,0.000024520317,0.00005557087,0.0047409977,0.00034588098,0.00059667585,0.000037327303,0.00026820754,0.0029748902],"genre_scores_gemma":[0.5846211,0.00039464422,0.000021260385,0.000034356315,0.000022490487,0.0000020036823,0.00042516968,0.000057473662,0.41442156],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997784,0.00032019115,0.00015826398,0.00070845627,0.00053437124,0.0004946784],"domain_scores_gemma":[0.9989345,0.00022833752,0.00036026517,0.0002808386,0.00006297685,0.000133062],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022860564,0.00026367864,0.00042005876,0.00064226036,0.0005300369,0.00011123432,0.00089817797,0.00028397093,0.0013338606],"category_scores_gemma":[0.00027925253,0.0003301606,0.00014961325,0.0007612156,0.00010693715,0.0005796008,0.00017749447,0.0007192174,0.0010516357],"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":[0.0061214417,0.00091352727,0.0074681663,0.002438884,0.000520146,0.00139932,0.50625104,0.0014407645,0.32989234,0.005750712,0.0068911747,0.1309125],"study_design_scores_gemma":[0.023275312,0.0038957386,0.107692465,0.0015773679,0.0012111838,0.000084043175,0.62927616,0.04062792,0.14373331,0.019305194,0.023057897,0.0062633865],"about_ca_topic_score_codex":0.028859569,"about_ca_topic_score_gemma":0.047389418,"teacher_disagreement_score":0.41144666,"about_ca_system_score_codex":0.00012551794,"about_ca_system_score_gemma":0.00013241053,"threshold_uncertainty_score":0.99991506},"labels":[],"label_agreement":null},{"id":"W7008364597","doi":"","title":"A Biomechanical-Biochemical Hypothesis for the Role of Collagen in Injury","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Tendon Structure 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":"Extracellular matrix; Tendinopathy; Population; Low back pain; Tendon; Strain (injury); Balance (ability); Tissue remodeling; Collagen fibres","score_opus":0.009486193663544258,"score_gpt":0.22287801311888458,"score_spread":0.21339181945534033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008364597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99761295,0.00062214566,0.0000014038839,0.0005758439,0.00008512238,0.0006963413,0.00020475603,0.0000123742875,0.0001890646],"genre_scores_gemma":[0.91444516,0.00018691414,0.0011621587,0.000018773791,0.000024754745,0.0000065446043,0.000469639,0.000024935764,0.083661124],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99930906,0.000021226466,0.00011472703,0.00021343848,0.00020025104,0.00014126614],"domain_scores_gemma":[0.99936044,0.000109243774,0.00016070448,0.00025725464,0.000068961446,0.000043364358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006964799,0.00013639187,0.0004134444,0.00019426468,0.00006530046,0.0000020414532,0.00017190655,0.0001610255,0.0004011773],"category_scores_gemma":[0.000019022273,0.000114030685,0.00022427225,0.00020479737,0.000043946715,0.0000194729,0.000042209434,0.000097207,0.0000023124157],"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":[0.016596414,0.001186578,0.001883375,0.0015583097,0.0025323795,0.00012341137,0.15295915,0.0000054795564,0.72806257,0.0011421526,0.0063835816,0.087566614],"study_design_scores_gemma":[0.0053825346,0.0016884159,0.013247727,0.00030434816,0.002761743,0.000013337773,0.5228743,0.00012552278,0.43657273,0.0020173301,0.014582611,0.00042941188],"about_ca_topic_score_codex":0.008598127,"about_ca_topic_score_gemma":0.0036845496,"teacher_disagreement_score":0.36991513,"about_ca_system_score_codex":0.00009410385,"about_ca_system_score_gemma":0.000103814375,"threshold_uncertainty_score":0.9980037},"labels":[],"label_agreement":null},{"id":"W7008368251","doi":"","title":"Behrooz File System (BFS)","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Data Storage 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":"University of Waterloo","keywords":"Nucleofection; Fusible alloy; Gestational period; Proteogenomics; TSG101; Hyporeflexia; Pretext","score_opus":0.01241025252819145,"score_gpt":0.20885784984512568,"score_spread":0.19644759731693423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008368251","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":[0.9096695,0.0021256278,0.039227765,0.0023835616,0.00611574,0.002398192,0.0048778728,0.010485601,0.022716094],"genre_scores_gemma":[0.027305951,0.00008429298,0.21463127,0.000014056628,0.00006509022,0.0000028634938,0.0040016733,0.000059605896,0.7538352],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9985273,0.0000387611,0.00012663861,0.0005669264,0.00043370965,0.00030667064],"domain_scores_gemma":[0.99800915,0.000039332594,0.00036910127,0.0011964219,0.00028937188,0.00009663932],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011991494,0.00025913768,0.00044011828,0.00036250715,0.00016062548,0.000038924103,0.002465925,0.00038506277,0.000113740476],"category_scores_gemma":[0.000036810947,0.00030383564,0.00011380229,0.0003961235,0.000093847666,0.00082948286,0.0005004177,0.00028981882,0.00032100175],"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":[0.00019910907,0.00023440871,0.000053523596,0.0023301265,0.0003943615,0.0014677614,0.18257433,0.00026444596,0.0030131182,0.050981127,0.64806,0.11042764],"study_design_scores_gemma":[0.0021272046,0.00074953807,0.0011490231,0.0018740195,0.00027802913,0.000066293745,0.9098745,0.008996352,0.0070173773,0.006662788,0.05857958,0.0026253064],"about_ca_topic_score_codex":0.007310331,"about_ca_topic_score_gemma":0.010481646,"teacher_disagreement_score":0.8823636,"about_ca_system_score_codex":0.0002514423,"about_ca_system_score_gemma":0.00015525371,"threshold_uncertainty_score":0.99994135},"labels":[],"label_agreement":null},{"id":"W7008369019","doi":"","title":"Bioaugmentation coupled with activated carbon for the treatment of petroleum hydrocarbons in groundwater systems","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microbial bioremediation and biosurfactants","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":"University of Waterloo; University of Toronto","keywords":"Bioaugmentation; Biodegradation; Microcosm; Activated carbon; Groundwater; Amendment; Anaerobic exercise; Permeable reactive barrier; Powdered activated carbon treatment; Plume","score_opus":0.007858501031022074,"score_gpt":0.19092675373319423,"score_spread":0.18306825270217217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008369019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985262,0.00008599926,0.000002727453,0.00019542544,0.00023618719,0.0007360512,0.000028180122,0.000015811305,0.00017338776],"genre_scores_gemma":[0.9301434,0.00020863368,0.00004277557,0.0000021678231,0.000010816072,0.0000028050151,0.00034201075,0.000015400703,0.069231994],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9992075,0.00002854186,0.00013165097,0.0002624255,0.0002082128,0.00016168617],"domain_scores_gemma":[0.9995697,0.00003548062,0.00019559459,0.00015626337,0.000010686119,0.000032281037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000745171,0.00017796361,0.00026214588,0.000107561376,0.000053595122,0.000014442227,0.0001471444,0.0001359151,0.00005917198],"category_scores_gemma":[0.000001234531,0.0001232679,0.00007505555,0.00018871923,0.00009161912,0.00006719587,0.000012362322,0.000059518665,0.000012668287],"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":[0.0017628665,0.0005335414,0.0069512185,0.00031111194,0.0003822773,0.000018312423,0.123778276,0.0011027153,0.86392176,0.000011769522,0.00021584729,0.0010102951],"study_design_scores_gemma":[0.010856247,0.005914879,0.08886831,0.0011510121,0.002283605,0.0000073203596,0.55455184,0.0611487,0.2704032,0.00004538395,0.003136371,0.0016331348],"about_ca_topic_score_codex":0.1273101,"about_ca_topic_score_gemma":0.21548972,"teacher_disagreement_score":0.59351856,"about_ca_system_score_codex":0.0003221034,"about_ca_system_score_gemma":0.000024798359,"threshold_uncertainty_score":0.87850124},"labels":[],"label_agreement":null},{"id":"W7008474151","doi":"","title":"Broadcasting a Performance of Caring: Social Justice and Migrant Narratives on the CBC's Canada Reads","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Narrative; Ideal (ethics); Economic Justice; Refugee; Reading (process); Variety (cybernetics)","score_opus":0.011909980761626849,"score_gpt":0.18984505194781867,"score_spread":0.1779350711861918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008474151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746384,0.00017380188,1.709036e-8,0.00045474802,0.00077865884,0.00013436802,0.00026041837,0.000011923557,0.023547668],"genre_scores_gemma":[0.7237631,0.000016664708,0.00001967475,0.000039272087,0.00013357907,6.0036257e-7,0.00022573683,0.000012962985,0.2757884],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99916404,0.000054819106,0.00010073034,0.00019544835,0.00032747467,0.00015745996],"domain_scores_gemma":[0.99936736,0.00006231327,0.0002458125,0.0001378179,0.00016015241,0.000026544056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007145529,0.0001703541,0.00026276,0.00006721114,0.0011660252,0.000026995298,0.00026387261,0.00006920641,0.0006043186],"category_scores_gemma":[0.00001381111,0.00015314932,0.000060825485,0.00005564681,0.00019991098,0.000097596916,0.000068713176,0.0003281042,2.87216e-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":[0.0002599137,0.000017438308,0.0001275043,0.000544562,0.00010160669,0.000012997079,0.958498,0.000007670263,0.0000713331,0.024403732,0.015669372,0.000285893],"study_design_scores_gemma":[0.000121445526,0.00012295268,0.0007191392,0.00014331989,0.00016789495,0.0000010196662,0.87361526,0.00002595936,0.000043448377,0.000023899125,0.12485356,0.00016211749],"about_ca_topic_score_codex":0.6399687,"about_ca_topic_score_gemma":0.92536926,"teacher_disagreement_score":0.2854006,"about_ca_system_score_codex":0.00011549585,"about_ca_system_score_gemma":0.00016765652,"threshold_uncertainty_score":0.89682406},"labels":[],"label_agreement":null},{"id":"W7008497827","doi":"","title":"Caribou Hunting at Mingo Lake: A Comparative Study of Pre-Dorset and Late Dorset Hunting Methods","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pleistocene-Era Hominins and Archaeology","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; The arctic; Resource (disambiguation); Exploitation of natural resources; Ethnography","score_opus":0.02780622121460185,"score_gpt":0.312529885875285,"score_spread":0.28472366466068316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008497827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977196,0.00011388037,0.000005148339,0.00016138572,0.0002397113,0.0004713482,0.000090180205,0.000028058697,0.0011706738],"genre_scores_gemma":[0.86889297,0.00009436496,0.005890951,0.000006140338,0.0000417801,0.0000012467106,0.0003865299,0.00001602747,0.12466999],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977246,0.00083694694,0.00023903704,0.00049785373,0.0003306906,0.00037085472],"domain_scores_gemma":[0.99846774,0.00026620773,0.0006402224,0.00022536845,0.00028568035,0.00011477968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008039663,0.00023760079,0.0008497843,0.00024329932,0.00083554763,0.000022569866,0.0003572162,0.00028426852,0.00018891349],"category_scores_gemma":[0.00007262162,0.00028696805,0.0001312675,0.00033438654,0.00043631857,0.00019443878,0.0002968267,0.00027552157,0.0000019279441],"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":[0.00014675196,0.00012990754,0.08328872,0.00014182481,0.0002099951,0.000032150223,0.9126367,0.00002072826,0.0020010583,0.00011275592,0.00007611016,0.0012032724],"study_design_scores_gemma":[0.00063528144,0.00015948777,0.19823915,0.00013288346,0.00021280946,7.108198e-7,0.79862845,0.000075933494,0.0010249572,0.000047632413,0.0005980132,0.00024469107],"about_ca_topic_score_codex":0.10281107,"about_ca_topic_score_gemma":0.9767845,"teacher_disagreement_score":0.8739734,"about_ca_system_score_codex":0.00006921383,"about_ca_system_score_gemma":0.00015966922,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W7008506500","doi":"","title":"CO&lt;sub&gt;2&lt;/sub&gt; Capture With MEA: Integrating the Absorption Process and Steam Cycle of an Existing Coal-Fired Power Plant","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Carbon Dioxide Capture 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":true,"ca_institutions":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Flue gas; Power station; Waste heat; Combined cycle; Absorption (acoustics); Process (computing); Thermal power station; Sensitivity (control systems); Flue","score_opus":0.005239974278665024,"score_gpt":0.18092938855563315,"score_spread":0.17568941427696813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008506500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966557,0.00053165643,0.000041626252,0.000059788243,0.00011332705,0.00045615842,0.00013637605,0.00046314814,0.001542194],"genre_scores_gemma":[0.99649614,0.00007552342,0.00049777643,0.0000030760416,0.000021664995,0.0000026258426,0.00060490385,0.000065945074,0.002232336],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9986321,0.000037890473,0.00022162487,0.0003889537,0.0004019919,0.0003174821],"domain_scores_gemma":[0.9989172,0.00005786937,0.00035478984,0.00040304317,0.00020710452,0.0000599485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001751414,0.00041924824,0.00057794276,0.00031500182,0.00011118846,0.00003637699,0.00042383643,0.0005084801,0.000008292025],"category_scores_gemma":[0.00002654357,0.00036455883,0.00009247712,0.00026257243,0.00020970684,0.0002943181,0.000034563513,0.000519144,0.0000016346955],"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":[0.0007414687,0.00015766323,0.0008131431,0.0033577713,0.0006346171,0.00019817882,0.20230503,0.015004612,0.77041817,0.00078121945,0.001702047,0.003886107],"study_design_scores_gemma":[0.0024525465,0.0005734481,0.01668177,0.0028743732,0.00078875304,0.000095598014,0.6848681,0.016511578,0.2725878,0.00038910625,0.0002862042,0.0018907501],"about_ca_topic_score_codex":0.0031956441,"about_ca_topic_score_gemma":0.07414822,"teacher_disagreement_score":0.49783033,"about_ca_system_score_codex":0.000115708004,"about_ca_system_score_gemma":0.000045924775,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W7008550336","doi":"","title":"Characterizing, optimizing and backtesting metrics of risk","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Risk and Portfolio Optimization","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":"University of Waterloo","keywords":"Context (archaeology); Risk management; Portfolio; Axiom; Risk assessment; Choquet integral; Risk measure","score_opus":0.04131359158376261,"score_gpt":0.27946605067446073,"score_spread":0.23815245909069813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008550336","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":[0.9982184,0.00015289786,0.00014859586,0.00007867437,0.0004357653,0.0001446472,0.00009020856,0.000044897955,0.00068588665],"genre_scores_gemma":[0.37758893,0.013347402,0.04064352,0.000011578241,0.00010863036,5.078887e-7,0.000904518,0.00009530635,0.5672996],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997978,0.00013756598,0.00037396615,0.00046939845,0.0008318785,0.00020924798],"domain_scores_gemma":[0.99671775,0.0007193918,0.0014729048,0.00038639025,0.00060335326,0.00010023671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012546132,0.00019928429,0.00059785566,0.0013343858,0.00022955821,0.00006291763,0.00051802857,0.0002724566,0.0001064666],"category_scores_gemma":[0.0010993065,0.00020438562,0.00016490193,0.0014745512,0.00009022054,0.0003707295,0.00012186517,0.00022853848,0.000051722312],"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":[0.0005171596,0.00013786076,0.09764285,0.00031605724,0.00032339428,0.00009142608,0.62424463,0.0032861128,0.005229763,0.00030270763,0.0047410727,0.26316693],"study_design_scores_gemma":[0.0012157641,0.00023794691,0.2589444,0.00052386656,0.0005883025,0.0000053891836,0.71235895,0.018734496,0.0036355348,0.0016623165,0.0012346327,0.0008583992],"about_ca_topic_score_codex":0.015873712,"about_ca_topic_score_gemma":0.007260446,"teacher_disagreement_score":0.6206295,"about_ca_system_score_codex":0.00002172463,"about_ca_system_score_gemma":0.000071528906,"threshold_uncertainty_score":0.9906797},"labels":[],"label_agreement":null},{"id":"W7008555461","doi":"","title":"Canadian Religion in Global Perspective","year":2022,"lang":"en","type":"report","venue":"UWSpace (University of Waterloo)","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":"Religiosity; Salience (neuroscience); Attendance; Focus group; Descriptive statistics; Sample (material); Survey data collection; Vignette; Perspective (graphical)","score_opus":0.015987703015070763,"score_gpt":0.2324601781714802,"score_spread":0.21647247515640944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008555461","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":[0.74972415,0.0012164685,5.931569e-7,0.0047904146,0.001095667,0.0010603701,0.00577281,0.00022541145,0.2361141],"genre_scores_gemma":[0.118988514,0.0013114642,0.00045135946,0.00004154131,0.0001355843,0.0000015429565,0.0010574354,0.0001801008,0.8778325],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99646246,0.00023704633,0.00020125638,0.0009216867,0.0013461134,0.00083144434],"domain_scores_gemma":[0.9975983,0.000023613811,0.00043771206,0.00075460103,0.0007343457,0.00045146656],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007364058,0.00044204175,0.0008404783,0.0014185453,0.00031794916,0.000022270044,0.00095480075,0.00050965685,0.0025569333],"category_scores_gemma":[0.00009835734,0.00063556054,0.00036013228,0.0013824346,0.00021934035,0.0002460139,0.00046661496,0.00085999526,0.0008054669],"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":[0.00043164333,0.00028713545,0.05846406,0.00030269133,0.000660948,0.009113244,0.15381145,0.00070213765,0.00009299407,0.002441048,0.77309895,0.00059371704],"study_design_scores_gemma":[0.001946331,0.0003466419,0.047109526,0.00037988764,0.00050140824,0.00026571617,0.5839663,0.000072499264,0.0000106109765,0.0012370873,0.36251545,0.0016484983],"about_ca_topic_score_codex":0.9995892,"about_ca_topic_score_gemma":0.9995294,"teacher_disagreement_score":0.6417184,"about_ca_system_score_codex":0.049285457,"about_ca_system_score_gemma":0.008092001,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W7008650783","doi":"","title":"Cats, Rotating Waves and Photons: An Excursion into Light-Matter Interaction","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Information and Cryptography","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":"University of Waterloo","funders":"","keywords":"Quantum decoherence; Qubit; Transmon; Excursion; Robustness (evolution); Resonator; State (computer science); Control theory (sociology)","score_opus":0.00921648907568609,"score_gpt":0.22047393391299985,"score_spread":0.21125744483731376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008650783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99743927,0.000037315604,0.0004061041,0.00070165924,0.00055381935,0.00018118223,0.0000035094843,0.00016766436,0.000509473],"genre_scores_gemma":[0.7617067,0.00070248195,0.048879318,0.00035648595,0.00014152404,0.000006665376,0.001747525,0.000114131086,0.18634515],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99897325,0.000059624595,0.00016279801,0.00035145532,0.0002603954,0.00019247124],"domain_scores_gemma":[0.9990527,0.000030241332,0.00031382206,0.0003499575,0.00014422012,0.00010908287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015014116,0.00019886089,0.00024280607,0.0006184598,0.0003081549,0.00012590576,0.0005077259,0.00018007643,0.00006955661],"category_scores_gemma":[0.0000063522434,0.00022211389,0.00010120894,0.00036596414,0.000038790968,0.001733461,0.00011462482,0.00021518682,0.0001801925],"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":[0.00009462692,0.00008135151,0.0007581198,0.0006865491,0.000090714086,0.000028871986,0.9357066,0.0000194295,0.007996072,0.0018800456,0.004034853,0.048622727],"study_design_scores_gemma":[0.0012418018,0.0005496144,0.03536327,0.0013044835,0.00013212187,0.000021776974,0.899633,0.040239066,0.013737579,0.0037227534,0.002756499,0.0012980247],"about_ca_topic_score_codex":0.008478822,"about_ca_topic_score_gemma":0.011556155,"teacher_disagreement_score":0.23573256,"about_ca_system_score_codex":0.000029108454,"about_ca_system_score_gemma":0.00003532956,"threshold_uncertainty_score":0.9981238},"labels":[],"label_agreement":null},{"id":"W7008712005","doi":"","title":"Comparison of Condition Evaluation Methods for Flexible Pavement, and Exploration of Ride Quality Assessment through Vibration Frequency Analysis","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Infrastructure Maintenance and Monitoring","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":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Ride quality; International Roughness Index; Vibration; Evaluation methods; Frequency domain; Quality (philosophy); Asset management; Road surface; Pavement engineering","score_opus":0.07938592527947928,"score_gpt":0.4007013207142062,"score_spread":0.3213153954347269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008712005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8083518,0.00008779656,0.19035679,0.000023597155,0.0004011455,0.00052806997,0.00008027317,0.000077708304,0.00009278621],"genre_scores_gemma":[0.87763333,0.00016501517,0.11618496,0.000001134194,0.000036341433,0.000010067042,0.0044966824,0.000032728833,0.0014397706],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989473,0.00011657967,0.00034325078,0.00020227417,0.00026559405,0.0001249915],"domain_scores_gemma":[0.9987313,0.00009006114,0.0005086252,0.00018279288,0.00046502295,0.00002217822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064036535,0.00015817083,0.0005668478,0.00034961276,0.00008136086,0.000009911622,0.000091257425,0.0001831891,0.000020102407],"category_scores_gemma":[0.000026744616,0.00019003355,0.0001561196,0.00036970153,0.000034434175,0.0005022341,0.000012879276,0.00009980475,3.676733e-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":[0.00014830996,0.0000851968,0.0064892834,0.0045438553,0.002689435,3.823998e-7,0.2140415,0.10523821,0.6419399,0.0033400187,0.00025678554,0.021227159],"study_design_scores_gemma":[0.0013105912,0.00028087743,0.088500686,0.00037082244,0.0040691975,7.346244e-8,0.320447,0.115926504,0.45636672,0.0122364545,0.000026274822,0.0004647992],"about_ca_topic_score_codex":0.004776319,"about_ca_topic_score_gemma":0.006760313,"teacher_disagreement_score":0.18557315,"about_ca_system_score_codex":0.00012822055,"about_ca_system_score_gemma":0.00004627061,"threshold_uncertainty_score":0.7749343},"labels":[],"label_agreement":null},{"id":"W7008783821","doi":"","title":"Counterculture Plan for the Creative City: A Critique of Patterns of Flexibility and Fixity in Toronto's Cultural Renaissance","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Architecture; Plan (archaeology); Flexibility (engineering); Geographer; Counterculture; Creative industries; Space (punctuation); Cultural capital; Placemaking","score_opus":0.03644675700423912,"score_gpt":0.2907734494403088,"score_spread":0.2543266924360697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008783821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99599767,0.0006820294,0.0000025167456,0.0013933888,0.00009611566,0.0004776377,0.00029728166,0.0000065614704,0.0010467931],"genre_scores_gemma":[0.76112884,0.0013812814,0.00012966011,0.000010724504,0.000025579433,0.0000020948723,0.0002965845,0.000004877375,0.23702036],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991252,0.000095690244,0.00015391238,0.00023538183,0.00022777113,0.00016206468],"domain_scores_gemma":[0.9989976,0.00009870262,0.0002588805,0.00012479493,0.0004760022,0.000044007233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026543115,0.00013438145,0.0003791881,0.000021303113,0.00022244536,0.000018000776,0.00023450497,0.00026930377,0.00035591066],"category_scores_gemma":[0.00007835471,0.00010741833,0.00010733805,0.00009342673,0.0002452277,0.00022106359,0.000041321793,0.00014912843,7.521817e-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":[0.0003779354,0.00008897964,0.015602045,0.0005318908,0.00014930297,0.0000050766835,0.9733628,0.0000026853083,0.0006104432,0.001099,0.006212182,0.001957631],"study_design_scores_gemma":[0.00031672392,0.000051587944,0.07741098,0.0004344429,0.000059238046,2.491146e-7,0.9165885,0.0000054862544,0.0012054632,0.000061718914,0.003738078,0.00012751845],"about_ca_topic_score_codex":0.7039577,"about_ca_topic_score_gemma":0.9556177,"teacher_disagreement_score":0.25166008,"about_ca_system_score_codex":0.0002099063,"about_ca_system_score_gemma":0.00014978202,"threshold_uncertainty_score":0.4380392},"labels":[],"label_agreement":null},{"id":"W7008794120","doi":"","title":"Data-Driven Estimation of Soiling Loss and Optimal Cleaning Schedule for a Utility-Scale PV Plant","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Photovoltaic System Optimization Techniques","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":"Blackberry (Canada)","funders":"","keywords":"Schedule; Production (economics); Photovoltaic system; Solar power; Power (physics); Estimation","score_opus":0.025199488001002794,"score_gpt":0.24717576387279455,"score_spread":0.22197627587179175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008794120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992318,0.000043205222,0.0054159076,0.00004817616,0.00015887702,0.00057236425,0.0010305021,0.00025574057,0.00015726974],"genre_scores_gemma":[0.6898363,0.0002546877,0.22236268,0.000006721547,0.00006150368,0.000008146978,0.02793727,0.00015084496,0.059381843],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987038,0.000058310747,0.00027177748,0.00048913475,0.00025828122,0.00021872923],"domain_scores_gemma":[0.99855614,0.00011500038,0.0005119316,0.0005269747,0.00022239357,0.00006757016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032480276,0.00022317565,0.0005428739,0.00033936257,0.0001668782,0.000021089028,0.00048077956,0.00033101454,0.000035185058],"category_scores_gemma":[0.000059678012,0.00027971022,0.000095428055,0.0001946218,0.0000890206,0.0003570344,0.00016825854,0.00013832637,0.000005847273],"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":[0.005702682,0.0007564889,0.0031354073,0.022512445,0.0025400908,0.00012166578,0.49407813,0.36359355,0.054496843,0.004678144,0.011560763,0.03682379],"study_design_scores_gemma":[0.0010000101,0.00015993914,0.0007990273,0.0010462301,0.0003396088,0.0000049903447,0.10380719,0.86401063,0.027907511,0.00017922718,0.00031810353,0.0004275017],"about_ca_topic_score_codex":0.024718061,"about_ca_topic_score_gemma":0.041123603,"teacher_disagreement_score":0.5004171,"about_ca_system_score_codex":0.000051376494,"about_ca_system_score_gemma":0.00008786093,"threshold_uncertainty_score":0.9999655},"labels":[],"label_agreement":null},{"id":"W7008811462","doi":"","title":"Cognitive Testing of a Brief Dietary Screener: A Comparison of Analysis Methods","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Nutritional Studies and Diet","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":"Cognition; Cognitive test; Data collection; Test (biology); Process (computing); Cognitive interview; Qualitative property; Qualitative research; MEDLINE; Cognitive map","score_opus":0.0489473183215063,"score_gpt":0.33094594282754713,"score_spread":0.28199862450604085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008811462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955026,0.0013982812,0.00006251474,0.00021266428,0.000051097617,0.00034264318,0.00037116316,0.00001784712,0.0020411843],"genre_scores_gemma":[0.8380606,0.0003949536,0.07546963,0.000038141454,0.000050096925,0.0000033255897,0.00683306,0.000040692827,0.079109475],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99872136,0.00012593518,0.0002748488,0.00029030856,0.00042900612,0.00015853086],"domain_scores_gemma":[0.99810094,0.00035303424,0.00067432004,0.00017192969,0.0006283548,0.00007140509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024442974,0.00017963466,0.0013022245,0.000509604,0.0001524905,0.0000018998036,0.00013287715,0.00012563814,0.0005343962],"category_scores_gemma":[0.00012727773,0.00020555586,0.0005169282,0.0009974269,0.00013884682,0.000044358163,0.000103494465,0.00023704242,8.69364e-7],"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":[0.017232077,0.0058039543,0.5429684,0.0117045855,0.044250783,0.00025606508,0.25307378,0.0004477692,0.04266997,0.000358889,0.007005589,0.07422818],"study_design_scores_gemma":[0.0021519684,0.0014431869,0.35533774,0.0007381013,0.0149545,0.000002053838,0.6195885,0.00080176594,0.004223765,0.000057896184,0.00042464046,0.00027588577],"about_ca_topic_score_codex":0.0723647,"about_ca_topic_score_gemma":0.015746778,"teacher_disagreement_score":0.3665147,"about_ca_system_score_codex":0.000049941056,"about_ca_system_score_gemma":0.000078184334,"threshold_uncertainty_score":0.9338125},"labels":[],"label_agreement":null},{"id":"W7008904117","doi":"","title":"Cured-in-Place Pipe Pressure Liner Experimental Study","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geotechnical Engineering and Underground Structures","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":"Regional Municipality of Waterloo; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Ontario; University of Waterloo; Ontario Centres of Excellence","keywords":"Flexural strength; Ultimate tensile strength; Hydrostatic pressure; Flexural modulus; Creep; Hydrostatic test; Brittleness","score_opus":0.006596782011483961,"score_gpt":0.19885020900350123,"score_spread":0.19225342699201728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008904117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99761075,0.00045684795,0.000011227442,0.000024439534,0.0006898857,0.0003127819,0.000019033185,0.00053766114,0.00033740248],"genre_scores_gemma":[0.809958,0.00004856182,0.000114145696,7.989309e-7,0.00003375756,0.0000013885898,0.00012368668,0.000055636305,0.18966404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9990297,0.000021740268,0.00013659838,0.00028818278,0.00024863938,0.00027513554],"domain_scores_gemma":[0.9995409,0.00002518663,0.000045433866,0.00028408365,0.000032519776,0.00007186971],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006846344,0.00028447848,0.00040676433,0.00030547177,0.000056374472,0.000016859678,0.0003270909,0.00032862768,0.00013055986],"category_scores_gemma":[0.0000069668276,0.0003388014,0.00011357958,0.00024926208,0.000020049929,0.00008667266,0.00003987412,0.00044079206,0.000040278384],"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":[0.00030906903,0.0006192179,0.0005558193,0.0017330855,0.0008449974,0.00040220006,0.2661302,0.6929574,0.02509781,0.00013707388,0.010426513,0.00078663026],"study_design_scores_gemma":[0.004667021,0.0009932994,0.043631054,0.00082754483,0.0006438307,0.000007606187,0.8746807,0.0565212,0.009742868,0.0001464896,0.0055654,0.0025730173],"about_ca_topic_score_codex":0.008507279,"about_ca_topic_score_gemma":0.019745903,"teacher_disagreement_score":0.63643616,"about_ca_system_score_codex":0.00005802183,"about_ca_system_score_gemma":0.000017134715,"threshold_uncertainty_score":0.9999064},"labels":[],"label_agreement":null},{"id":"W7008908401","doi":"","title":"Curbing Enthusiasm: Examining Canadian Cities’ Proactive Responses to Evolving Curbside Pressures","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Amenity; Flexibility (engineering); Pace; Corporate governance; Public transport; Government (linguistics); Public policy; Diversity (politics)","score_opus":0.014725443243776311,"score_gpt":0.20859890930766606,"score_spread":0.19387346606388975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008908401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99260074,0.00023300663,0.00003948414,0.00022510487,0.00073020585,0.0004578393,0.0003053183,0.0003057343,0.0051025725],"genre_scores_gemma":[0.81995016,0.000034490822,0.00095879764,0.000015966636,0.000035834048,0.0000042975116,0.0006314957,0.00005657135,0.17831236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988848,0.000027180791,0.00018122597,0.00033038552,0.00023467932,0.00034172428],"domain_scores_gemma":[0.9992224,0.000052758147,0.00005508186,0.00025305236,0.00021999556,0.00019674121],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012841556,0.00026608063,0.00030661817,0.0010914799,0.00018544825,0.00005423348,0.0002539183,0.00024316699,0.00033377713],"category_scores_gemma":[0.000030018238,0.00035708552,0.000090305286,0.0004856501,0.000030694595,0.00027135626,0.00001326251,0.00036422646,0.00006870662],"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":[0.000117421514,0.000024832616,0.001732982,0.0013953191,0.00072243076,0.00013830827,0.96816325,0.004407058,0.008371563,0.0009379868,0.011890669,0.002098166],"study_design_scores_gemma":[0.00048316523,0.00013163377,0.22727685,0.0017491877,0.0006980961,0.000004551762,0.7469565,0.002400465,0.0067582456,0.00011190392,0.01213828,0.0012911117],"about_ca_topic_score_codex":0.32866687,"about_ca_topic_score_gemma":0.8963786,"teacher_disagreement_score":0.5677117,"about_ca_system_score_codex":0.00026899355,"about_ca_system_score_gemma":0.00029860935,"threshold_uncertainty_score":0.9998881},"labels":[],"label_agreement":null},{"id":"W7008978748","doi":"","title":"Development and Validation of a Human Blood Acyl-Specific Lipidomic Profiling Method for Clinical Applications","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fatty Acid Research and Health","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":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association","keywords":"Eicosapentaenoic acid; Docosahexaenoic acid; Lipidomics; Fatty acid; Fish oil; Whole blood; Blood lipids; Derivatization; Polyunsaturated fatty acid; Human blood","score_opus":0.07880642330661325,"score_gpt":0.375351254577561,"score_spread":0.2965448312709478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008978748","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":[0.99666154,0.00028042524,0.0008069399,0.00034160845,0.00018278505,0.0015384789,0.000056476918,0.00003379756,0.0000979244],"genre_scores_gemma":[0.032663427,0.0005536207,0.9273663,0.00002016253,0.00037062322,0.000033578213,0.0062774983,0.000103483566,0.03261128],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850076,0.00015570327,0.00035265047,0.00041825115,0.00030484516,0.0002677885],"domain_scores_gemma":[0.99842995,0.0001493999,0.0004790249,0.0002612591,0.0005032069,0.00017713808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012191178,0.00017127249,0.000520323,0.00030858978,0.00033704375,0.000017192133,0.00025863247,0.00032675843,0.000016087457],"category_scores_gemma":[0.000035919304,0.00019915038,0.00012302592,0.00014924566,0.00009282877,0.00012050846,0.000046687604,0.00028416683,0.0000066861335],"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":[0.0070226975,0.0019051244,0.0036259764,0.012478121,0.0009008628,0.0000062837903,0.29049,0.000019856609,0.4658931,0.0022524362,0.009552357,0.20585318],"study_design_scores_gemma":[0.009251753,0.0016485971,0.0060077105,0.00089122914,0.0007633248,0.0000042813276,0.25137576,0.0002833675,0.7126148,0.001948983,0.014333557,0.0008766412],"about_ca_topic_score_codex":0.0014777976,"about_ca_topic_score_gemma":0.0042329435,"teacher_disagreement_score":0.96399814,"about_ca_system_score_codex":0.000086025626,"about_ca_system_score_gemma":0.00022813128,"threshold_uncertainty_score":0.8121117},"labels":[],"label_agreement":null},{"id":"W7008992889","doi":"","title":"Development of CPATT Database and Quality Control Checks for Concrete Pavement Field Data","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Quality (philosophy); Control (management); Process (computing); Field (mathematics); Data quality; Data collection; Private sector","score_opus":0.021674749156147952,"score_gpt":0.2374940329595144,"score_spread":0.21581928380336646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008992889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99632275,0.0002534174,0.0019277356,0.00003130831,0.00052230473,0.0002780294,0.0005186987,0.00002739501,0.000118330434],"genre_scores_gemma":[0.8242759,0.00088487956,0.120570995,0.000042001633,0.00024719464,0.0000056547956,0.017776195,0.00009998207,0.036097184],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925655,0.000013280706,0.00017640721,0.0002406017,0.00013933821,0.0001738208],"domain_scores_gemma":[0.9992684,0.00005632229,0.00012534214,0.0003825807,0.000119308694,0.000048044803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018689802,0.00016182664,0.00038026267,0.000075149714,0.00008148956,0.000008713219,0.0002598255,0.00014655282,0.00003650152],"category_scores_gemma":[0.000022787042,0.00018907188,0.00004664316,0.00004382826,0.00002304416,0.00012543933,0.000079567435,0.00012673497,4.9964945e-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":[0.0009205162,0.00003308045,0.001595794,0.019279674,0.0025004512,0.00004373017,0.26143837,0.00018945814,0.644846,0.00063432526,0.005233899,0.06328468],"study_design_scores_gemma":[0.005438969,0.0001426952,0.0062042205,0.0022870107,0.00070789683,0.000001844846,0.39339575,0.0034455175,0.569124,0.000039035236,0.017939888,0.0012731719],"about_ca_topic_score_codex":0.0023050813,"about_ca_topic_score_gemma":0.0105719445,"teacher_disagreement_score":0.17204687,"about_ca_system_score_codex":0.00003558206,"about_ca_system_score_gemma":0.00006482467,"threshold_uncertainty_score":0.7710128},"labels":[],"label_agreement":null},{"id":"W7009071126","doi":"","title":"On the Development of Fold Initiator Patterns to Promote Progressive Folding of Hot Stamped Ultra-High Strength Axial Crush Structures","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microstructure and Mechanical Properties of Steels","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 Advanced Manufacturing Consortium; ArcelorMittal","keywords":"Welding; Buckling; Ultimate tensile strength; Ductility (Earth science); Progressive collapse; Fracture (geology); Parametric statistics","score_opus":0.010147565644953834,"score_gpt":0.19358644203109865,"score_spread":0.1834388763861448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009071126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99860275,0.000097124306,0.000046754965,0.000037039597,0.000343838,0.0005366945,0.00020626378,0.000037617414,0.000091949],"genre_scores_gemma":[0.99468005,0.000025911553,0.002368866,0.000009123942,0.000028711349,0.0000017728563,0.0003004171,0.00004136109,0.0025438096],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987578,0.00003607837,0.00028221082,0.00028629217,0.00036852126,0.000269139],"domain_scores_gemma":[0.99909884,0.00004450542,0.00024441286,0.00031034357,0.00021143157,0.00009046452],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000082153114,0.00030733508,0.000542677,0.00016710158,0.00010396016,0.000015570005,0.00044345998,0.00025307375,0.0004074995],"category_scores_gemma":[0.000029418363,0.0002607186,0.00014779253,0.0001438006,0.000032883534,0.00008047519,0.000059136753,0.00028147668,0.0000023040507],"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":[0.0006525954,0.000091577116,0.000034722994,0.0030936433,0.0009455009,0.000034900862,0.22876126,0.00038540148,0.7476129,0.00091271865,0.00045296238,0.017021803],"study_design_scores_gemma":[0.0004429744,0.00018935325,0.0009638479,0.0011817095,0.00011363751,8.342996e-7,0.05901424,0.000022102677,0.937533,0.00011759798,0.0001035425,0.0003171138],"about_ca_topic_score_codex":0.00086705346,"about_ca_topic_score_gemma":0.0050148726,"teacher_disagreement_score":0.18992013,"about_ca_system_score_codex":0.00006799177,"about_ca_system_score_gemma":0.000102257145,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W7009126501","doi":"","title":"Development of a Modeling Software Tool to Optimize Energy Performance of Medium-Size Office Buildings at the Early Design Stage","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Building energy simulation; Sizing; Building science; Cooling load; Software; Building information modeling; Energy modeling; Building design; Energy (signal processing)","score_opus":0.01241281822259259,"score_gpt":0.18192281662517487,"score_spread":0.1695099984025823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009126501","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":[0.9476934,0.00009235619,0.051736828,0.000012193277,0.00017001206,0.00014814599,0.000016091648,0.000073608324,0.000057385198],"genre_scores_gemma":[0.42837596,0.00026335422,0.4913498,0.000009964755,0.000027586422,0.000005369856,0.0002790577,0.00009972245,0.0795892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891156,0.000023717676,0.00025215754,0.00021228321,0.0003848977,0.00021539936],"domain_scores_gemma":[0.99911046,0.000045256587,0.00019426233,0.00028308225,0.00029954605,0.00006739244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024033211,0.00023613784,0.00038434519,0.00017465743,0.00013141918,0.00000829685,0.00044148395,0.00023622444,0.00006359297],"category_scores_gemma":[0.000018719127,0.00023863024,0.0000834673,0.00025067743,0.00003113352,0.00017963377,0.00008903417,0.00013171269,0.0000018905394],"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":[0.00039251466,0.000016640537,0.000015266714,0.0002777942,0.00012179585,0.0000011645467,0.03464178,0.95805866,0.004109547,0.000023898234,0.00023480367,0.0021061562],"study_design_scores_gemma":[0.0017150125,0.00033679558,0.00037256593,0.0014757346,0.00036275733,0.0000026464807,0.03135006,0.8121857,0.14960116,0.000036640122,0.0011969854,0.0013639446],"about_ca_topic_score_codex":0.0023502724,"about_ca_topic_score_gemma":0.002959184,"teacher_disagreement_score":0.5193174,"about_ca_system_score_codex":0.00015936575,"about_ca_system_score_gemma":0.00014917519,"threshold_uncertainty_score":0.97310585},"labels":[],"label_agreement":null},{"id":"W7009187092","doi":"","title":"Designing for Social Engagement in Online Social Networks Using Communities of Practice Theory and Cognitive Work Analysis: A Case Study","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Usability and User Interface Design","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":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Arizona State University","keywords":"Process (computing); Social network (sociolinguistics); Work (physics); Domain (mathematical analysis); Social cognitive theory; The Internet; Social network analysis","score_opus":0.06225902095779365,"score_gpt":0.3068891139813599,"score_spread":0.24463009302356623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009187092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9407077,0.00012437899,0.058344763,0.00005294371,0.00007816443,0.0006389499,0.000025745827,0.000018740675,0.00000863208],"genre_scores_gemma":[0.9887162,0.000006414591,0.0102891065,0.000010398915,0.000029372664,0.000001883453,0.00008003235,0.00001118094,0.0008553997],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99736935,0.001691797,0.000223104,0.0002596187,0.00020275934,0.00025337166],"domain_scores_gemma":[0.9976454,0.0012233804,0.0005191137,0.0001767786,0.00039641428,0.000038907805],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021603226,0.0002075819,0.0005751009,0.00043898902,0.00054172234,0.000044512293,0.00039769724,0.00020044568,0.000008789258],"category_scores_gemma":[0.000051512467,0.00025313214,0.00016177191,0.00061320496,0.00012890386,0.0005832282,0.00019242117,0.0003935968,1.7175559e-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":[0.0009626199,0.0008653207,0.0037251143,0.00013161148,0.0014900592,0.000074288146,0.98877,0.00038423625,0.000040551127,0.00019376214,0.000007189964,0.0033552286],"study_design_scores_gemma":[0.00089601905,0.00020554004,0.010327356,0.00011216396,0.0028129306,0.0000047510243,0.9805773,0.004727555,0.000034982226,0.000069959846,0.000002031785,0.00022944552],"about_ca_topic_score_codex":0.02563628,"about_ca_topic_score_gemma":0.081563815,"teacher_disagreement_score":0.055927537,"about_ca_system_score_codex":0.00006952288,"about_ca_system_score_gemma":0.00007020672,"threshold_uncertainty_score":0.9999921},"labels":[],"label_agreement":null},{"id":"W7009191035","doi":"","title":"Development of a Wearable Sensor-Based Framework for the Classification and Quantification of High Knee Flexion Exposures in Childcare","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Musculoskeletal pain and rehabilitation","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":"Knee flexion; Knee Joint; Osteoarthritis; Wearable computer; Work (physics); Kinematics","score_opus":0.018942704397741757,"score_gpt":0.2573296657865169,"score_spread":0.23838696138877513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009191035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969521,0.00027397685,0.0006584765,0.00089749193,0.00010552523,0.0010570341,0.000022962877,0.000010912866,0.000021522766],"genre_scores_gemma":[0.9694916,0.00007639842,0.023652691,0.000007119372,0.000009929239,0.000008760375,0.0009972275,0.0000152444945,0.0057410058],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990791,0.00007465217,0.00024557984,0.0002336351,0.0002673807,0.00009965208],"domain_scores_gemma":[0.9988521,0.00025016684,0.0004126225,0.0002520442,0.00020468255,0.000028412782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037731437,0.0001204403,0.00033500322,0.0002855857,0.00012682448,0.0000031160525,0.000088821485,0.000193778,0.00005519103],"category_scores_gemma":[0.0000826626,0.00010849132,0.00010537288,0.00021748654,0.00008680286,0.000042472708,0.000013125097,0.00016962145,5.516755e-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":[0.012191299,0.0014246108,0.022343816,0.037092496,0.00063996605,0.0000021398332,0.55478585,0.001272405,0.28461608,0.012924349,0.00017351616,0.072533436],"study_design_scores_gemma":[0.0011986798,0.00037053763,0.67354053,0.0012704928,0.0001494361,1.7283378e-7,0.31552178,0.00107916,0.006321117,0.00027178533,0.00014525537,0.00013105894],"about_ca_topic_score_codex":0.0036078417,"about_ca_topic_score_gemma":0.0034868445,"teacher_disagreement_score":0.6511967,"about_ca_system_score_codex":0.000075785894,"about_ca_system_score_gemma":0.00016694218,"threshold_uncertainty_score":0.54540014},"labels":[],"label_agreement":null},{"id":"W7009255894","doi":"","title":"Edge of Field Vegetated Buffers as a Potential Source of Dissolved Phosphorus over the Non-Growing Season in Cold Climates","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Vegetation (pathology); Riparian zone; Surface runoff; Hydrology (agriculture); Eutrophication; Precipitation; Nutrient; Phosphorus","score_opus":0.004089772356391479,"score_gpt":0.18627471583218003,"score_spread":0.18218494347578854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009255894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989488,0.00003747735,0.0000040436757,0.00017102333,0.00024085733,0.0002794124,0.000019823732,0.000023110751,0.00027545504],"genre_scores_gemma":[0.96848613,0.00014665832,0.00004552515,0.00001252133,0.0000076056494,7.94354e-7,0.00012963518,0.00002413526,0.031146998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986868,0.000057709043,0.00019298642,0.00030671753,0.0004726548,0.0002831314],"domain_scores_gemma":[0.9992549,0.000072226096,0.00030411122,0.000278757,0.00003227251,0.000057741912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002174921,0.00020615423,0.00038692146,0.00012147053,0.00010212684,0.00000939756,0.00049952284,0.000241742,0.00010164958],"category_scores_gemma":[0.000018927947,0.00019238653,0.00020093849,0.00039993552,0.00016266623,0.0001826454,0.00019170047,0.000224432,0.000036957987],"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":[0.0017041345,0.00048616156,0.701227,0.00076166226,0.00033531224,0.000100068195,0.23503639,0.010187131,0.045230925,0.000052707906,0.0016371926,0.0032412962],"study_design_scores_gemma":[0.0029984708,0.00050108973,0.66488653,0.00096557435,0.00059195235,0.0000018650114,0.25657377,0.017659333,0.05435667,0.0005681878,0.00015595004,0.0007406277],"about_ca_topic_score_codex":0.14899153,"about_ca_topic_score_gemma":0.0133246025,"teacher_disagreement_score":0.13566692,"about_ca_system_score_codex":0.000096454954,"about_ca_system_score_gemma":0.000024455258,"threshold_uncertainty_score":0.8566754},"labels":[],"label_agreement":null},{"id":"W7009314309","doi":"","title":"Dynamics of the spherical Sherrington-Kirkpatrick model and average case complexity for top eigenvectors","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Markov Chains and Monte Carlo Methods","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 Waterloo","keywords":"Eigenvalues and eigenvectors; Limit (mathematics); Limiting; Inverse; Langevin dynamics; Function (biology); Constant (computer programming); Upper and lower bounds","score_opus":0.049781900790317926,"score_gpt":0.28181591868723893,"score_spread":0.23203401789692102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009314309","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":[0.9956476,0.000025219766,0.0027006615,0.00019052046,0.000244827,0.00059002754,0.00029208566,0.00004172286,0.00026732156],"genre_scores_gemma":[0.26698193,0.00014129501,0.14988492,0.000014395601,0.00006277966,0.00000359695,0.00033937817,0.00014253109,0.5824292],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989654,0.000092201,0.00019411539,0.00030916464,0.00021409849,0.00022505561],"domain_scores_gemma":[0.99871033,0.0002557095,0.00036424748,0.00040329664,0.000186059,0.000080324586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003287656,0.00023564066,0.00056827255,0.00010053208,0.00021534,0.000010267448,0.00029114427,0.00029018646,0.000014665205],"category_scores_gemma":[0.00010652315,0.00021657757,0.00032356608,0.00018609808,0.00013792515,0.000054835677,0.000144021,0.00021797104,5.9021005e-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":[0.0023956718,0.0009809169,0.0037451254,0.030670034,0.0020574713,0.00075998314,0.8130454,0.0034902357,0.0041125524,0.104643926,0.010618641,0.02348005],"study_design_scores_gemma":[0.0026316443,0.00034562932,0.0009017847,0.0007010001,0.0015251164,0.00006570896,0.42062742,0.52920413,0.0014247863,0.04126259,0.000118797674,0.0011914085],"about_ca_topic_score_codex":0.016044097,"about_ca_topic_score_gemma":0.17744823,"teacher_disagreement_score":0.7286657,"about_ca_system_score_codex":0.00009952631,"about_ca_system_score_gemma":0.00007444664,"threshold_uncertainty_score":0.99050814},"labels":[],"label_agreement":null},{"id":"W7009316857","doi":"","title":"Drinking Water Treatment Technology Resilience for Management of Severely Deteriorated Water after Wildfire","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Water quality; Water treatment; Surface runoff; Turbidity; Resilience (materials science); Water source; Water pollution","score_opus":0.004441938942517802,"score_gpt":0.1826162661506937,"score_spread":0.17817432720817591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009316857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804425,0.000055951303,0.000020297277,0.00027721675,0.0002731692,0.00096249866,0.000023906894,0.000055106364,0.0002876076],"genre_scores_gemma":[0.78924125,0.000065807195,0.002568615,0.0000066428643,0.000008679126,0.000016363134,0.0003800726,0.000038392653,0.20767415],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99819535,0.000059155314,0.00023649968,0.0006824217,0.0003155747,0.00051102124],"domain_scores_gemma":[0.99914396,0.000014587065,0.00017883537,0.00055272074,0.000039231996,0.00007065113],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014228658,0.0003573531,0.00057804835,0.00020287123,0.00015851112,0.000016627755,0.0004597305,0.000377031,0.0007810683],"category_scores_gemma":[0.0000018165055,0.0002878369,0.00021583609,0.0001966042,0.00016114538,0.00026022646,0.00023020014,0.00011159999,0.00015829537],"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":[0.00382454,0.0010324763,0.02128153,0.004194141,0.001730895,0.0015560084,0.19950254,0.0005896961,0.7139357,0.000037166752,0.0006578223,0.05165752],"study_design_scores_gemma":[0.0027398032,0.0012686317,0.020982092,0.0015356116,0.0008567223,0.000016736356,0.06859267,0.000727066,0.8958535,0.00014448284,0.0061293687,0.0011533125],"about_ca_topic_score_codex":0.011596376,"about_ca_topic_score_gemma":0.03121442,"teacher_disagreement_score":0.20880297,"about_ca_system_score_codex":0.00037422933,"about_ca_system_score_gemma":0.000012414543,"threshold_uncertainty_score":0.9999574},"labels":[],"label_agreement":null},{"id":"W7009370340","doi":"","title":"Equality Operators for Constant-weight Codewords with Applications in (Keyword) PIR","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptography and Data 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":"University of Waterloo","keywords":"Homomorphic encryption; Multiplicative function; Overhead (engineering); Encryption; Domain (mathematical analysis); Task (project management); Hamming weight; Hamming distance; Computation","score_opus":0.010589180945369966,"score_gpt":0.22178974119422218,"score_spread":0.2112005602488522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009370340","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":[0.8536402,0.0005461834,0.14003728,0.00097237667,0.0003473344,0.0017206654,0.0008755633,0.00017211483,0.0016882541],"genre_scores_gemma":[0.43265086,0.0012718558,0.46929267,0.00022243542,0.0001880347,0.000076641925,0.019790096,0.00013493445,0.07637245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99852765,0.00007766589,0.00017058407,0.0006582479,0.00027127366,0.00029456848],"domain_scores_gemma":[0.9985147,0.000098822326,0.00021959307,0.00074805546,0.00030948754,0.0001093529],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002139635,0.00024629798,0.00045420247,0.0003146925,0.00024613686,0.00007126915,0.0009923478,0.00024281938,0.000041125302],"category_scores_gemma":[0.000007407086,0.00026302485,0.0001572461,0.0008699562,0.000115968105,0.00047614748,0.00012561795,0.00024788556,0.0000035149521],"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":[0.000474269,0.0009110506,0.008418465,0.0014746985,0.00033858532,0.00007224365,0.20971066,0.000048699378,0.0010040534,0.76710236,0.0020989038,0.008345998],"study_design_scores_gemma":[0.012971022,0.0014183243,0.041399278,0.0026662373,0.0009003796,0.000023774122,0.8036489,0.0052885665,0.014956705,0.029770425,0.08121638,0.0057400162],"about_ca_topic_score_codex":0.009986945,"about_ca_topic_score_gemma":0.18162529,"teacher_disagreement_score":0.7373319,"about_ca_system_score_codex":0.0000544462,"about_ca_system_score_gemma":0.00030290143,"threshold_uncertainty_score":0.9999822},"labels":[],"label_agreement":null},{"id":"W7009396943","doi":"","title":"The Effects of Winter Pulsed Warming and Snowmelt on Nitrogen Cycling in Agricultural Soils: A Lysimeter Study","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","topic":"Economic Theory and Policy","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":"Lysimeter; Snowmelt; Soil water; Snow; Nitrate; Cycling; Hydrology (agriculture); Leaching (pedology); Precipitation","score_opus":0.011127463897188978,"score_gpt":0.18790830065001946,"score_spread":0.1767808367528305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009396943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98838925,0.000365737,8.6299684e-7,0.00017060048,0.00023736412,0.0003916576,0.000056848552,0.00003856896,0.01034912],"genre_scores_gemma":[0.52377206,0.0003398082,0.000021500007,0.000013676925,0.00005872194,0.0000012745413,0.000004360546,0.00009833493,0.47569028],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917394,0.00005233301,0.00020892626,0.00032110323,0.000019922445,0.0002237755],"domain_scores_gemma":[0.9990599,0.00022844684,0.00039273407,0.00026822137,0.000007941627,0.00004276584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031075795,0.00018500636,0.0005450142,0.00039307674,0.00007612384,0.000017673885,0.00027902948,0.00014571968,0.00008450773],"category_scores_gemma":[0.00004171846,0.00017085474,0.00013066572,0.00013308764,0.00010795422,0.000076982156,0.00012972007,0.00016877327,0.0001316981],"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":[0.0010204397,0.0017003723,0.33535764,0.0023043444,0.0060707373,0.00028129003,0.53198737,0.00018101573,0.00051341724,0.062463466,0.040083814,0.01803611],"study_design_scores_gemma":[0.030284237,0.0056106932,0.29204544,0.005721893,0.00079481094,0.000017468103,0.5444713,0.0008800683,0.0021947958,0.06674676,0.045177978,0.006054562],"about_ca_topic_score_codex":0.026426658,"about_ca_topic_score_gemma":0.04904383,"teacher_disagreement_score":0.46534115,"about_ca_system_score_codex":0.00005446533,"about_ca_system_score_gemma":0.0000058749206,"threshold_uncertainty_score":0.98005646},"labels":[],"label_agreement":null},{"id":"W7009484408","doi":"","title":"Dynamic Modelling and Performance Analysis of Energy Storage Systems for Frequency Regulation in Bulk Power Systems","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microgrid Control 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":"Frequency regulation; Energy storage; Electric power system; Renewable energy; Flywheel energy storage; Automatic frequency control; Transmission system; Frequency response; Flywheel","score_opus":0.0040913083428640775,"score_gpt":0.15675099505646795,"score_spread":0.15265968671360386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009484408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630546,0.0058487915,0.030492187,0.000004532649,0.0002502096,0.0001910831,0.00007204907,0.000028518905,0.000058022204],"genre_scores_gemma":[0.98390925,0.0023931565,0.00069478684,2.7495602e-7,0.000004870425,0.0000017888789,0.0016318036,0.00002116243,0.011342881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993308,0.000023119836,0.0001940219,0.00019777614,0.00012009063,0.00013416765],"domain_scores_gemma":[0.9994459,0.00001969105,0.00016894653,0.00015958659,0.00017700398,0.000028828146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094047835,0.0001524035,0.00050905265,0.0006389127,0.00004306656,0.00001764377,0.00009089846,0.00021931529,0.000008530945],"category_scores_gemma":[0.0000016779434,0.00019330741,0.00010183971,0.0003836149,0.000012966121,0.00017092274,0.000007763344,0.00006940072,1.6155154e-7],"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":[0.000039477294,0.000009539815,0.00015797614,0.0010007016,0.0003907302,0.0000017063612,0.0078118015,0.98874533,0.0016289091,0.00009452085,0.000005937211,0.00011335748],"study_design_scores_gemma":[0.00030746666,0.000027864158,0.0011789604,0.00030083198,0.00050100085,3.9208174e-7,0.011328148,0.98611486,0.000057816702,0.0000033552672,0.00001407236,0.00016524638],"about_ca_topic_score_codex":0.010650271,"about_ca_topic_score_gemma":0.010534808,"teacher_disagreement_score":0.0297974,"about_ca_system_score_codex":0.00009975891,"about_ca_system_score_gemma":0.000020884436,"threshold_uncertainty_score":0.9959379},"labels":[],"label_agreement":null},{"id":"W7009545880","doi":"","title":"Emerging semiconductor nanostructure materials for single-photon avalanche diodes","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Optical Sensing Technologies","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":"Canada First Research Excellence Fund; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Mitacs; Industry Canada","keywords":"Software portability; Nanowire; Diode; Detector; Photodetector; Semiconductor; Photonics; Light-emitting diode","score_opus":0.013097578666289933,"score_gpt":0.22523587309961265,"score_spread":0.21213829443332272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009545880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99777186,0.00002028909,0.000055644225,0.00020178729,0.0007255458,0.00038703196,0.00036070988,0.00023955115,0.00023758097],"genre_scores_gemma":[0.755306,0.00001593668,0.012016685,0.0000047215717,0.00017563945,0.0000023869802,0.0028138517,0.00010877213,0.22955602],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99892855,0.000018630775,0.00014254898,0.0003955351,0.00017912885,0.00033563573],"domain_scores_gemma":[0.9990896,0.00006468378,0.00029676306,0.00030454103,0.0001991038,0.00004531669],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006443939,0.00028101786,0.00049546553,0.00015690069,0.00019005252,0.000028439477,0.00032544162,0.00026762116,0.00018425245],"category_scores_gemma":[0.000026879783,0.00030790502,0.00017185995,0.00014537804,0.00009162126,0.00013256975,0.0000798221,0.00017894784,0.000025875277],"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":[0.00014207567,0.000033283475,0.0001250424,0.0002658858,0.0002070942,0.0000064758055,0.013113855,0.000018119239,0.9772225,0.0020874469,0.0016329915,0.005145212],"study_design_scores_gemma":[0.00053437625,0.00009216768,0.0002193394,0.00032179238,0.00020455862,4.9741726e-7,0.13805795,0.000024572972,0.84344596,0.015538851,0.0010653374,0.0004946215],"about_ca_topic_score_codex":0.003954066,"about_ca_topic_score_gemma":0.0011579611,"teacher_disagreement_score":0.24246587,"about_ca_system_score_codex":0.00006412492,"about_ca_system_score_gemma":0.00003658451,"threshold_uncertainty_score":0.9999373},"labels":[],"label_agreement":null},{"id":"W7009646353","doi":"","title":"Explore the In-context Learning Capability of Large Language Models","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Topic Modeling","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":"Blackberry (Canada)","funders":"","keywords":"Benchmark (surveying); Context (archaeology); Embodied cognition; Domain (mathematical analysis); Software deployment; Natural language understanding; Natural language","score_opus":0.017075753417247628,"score_gpt":0.2242240756011204,"score_spread":0.20714832218387277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009646353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949879,0.00054496765,0.00288829,0.00052142807,0.0002466572,0.00018633211,0.0000060565135,0.000060765902,0.00055757683],"genre_scores_gemma":[0.9281778,0.000038927115,0.0013709898,0.0000089468185,0.0000143181605,5.280626e-7,0.00003085537,0.00001110652,0.070346564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882686,0.000106951826,0.00015492493,0.0004037251,0.00028188317,0.00022566451],"domain_scores_gemma":[0.9991027,0.00005463805,0.00016361289,0.0005501184,0.00009227968,0.000036643713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039352415,0.00015809029,0.0003142583,0.00020696186,0.000085244705,0.000023515751,0.0009963672,0.00016644328,0.000028813009],"category_scores_gemma":[0.00001571674,0.00014555879,0.00015563087,0.0002614992,0.000040567378,0.00035236744,0.00023686839,0.0004627038,0.000015865025],"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":[0.000020267224,0.000037440765,0.00016471016,0.0003948628,0.0000357849,0.00003454893,0.9810862,0.0026880258,0.00062160887,0.007638344,0.00006334897,0.0072148447],"study_design_scores_gemma":[0.0003302994,0.000045821478,0.0006408389,0.0003686907,0.000040563005,0.00000132983,0.7671227,0.22751518,0.0009071435,0.0026924324,0.00011097407,0.00022403867],"about_ca_topic_score_codex":0.030554527,"about_ca_topic_score_gemma":0.08243304,"teacher_disagreement_score":0.22482716,"about_ca_system_score_codex":0.00006384316,"about_ca_system_score_gemma":0.000091344606,"threshold_uncertainty_score":0.97590107},"labels":[],"label_agreement":null},{"id":"W7009674152","doi":"","title":"Exploring the Care-Control Nexus Through Police Monitoring of Vulnerable Groups: A Case Study of Project Lifesaver","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Privacy, Security, and Data Protection","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":"University of Waterloo","funders":"","keywords":"Nexus (standard); Thematic analysis; Variety (cybernetics); Autonomy; Government (linguistics); Qualitative research; Social responsibility; Work (physics)","score_opus":0.07458657359793161,"score_gpt":0.29902463754335246,"score_spread":0.22443806394542085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009674152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971643,0.00010682086,0.000004954143,0.00007569953,0.0009919172,0.0012185138,0.000053223273,0.00007061249,0.00031394474],"genre_scores_gemma":[0.990999,0.00029663858,0.000092532806,0.0000013389886,0.00025197456,0.000009590768,0.000033578435,0.000022497212,0.00829289],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998083,0.0004994366,0.00020758988,0.00033390007,0.0005724189,0.00030367024],"domain_scores_gemma":[0.9984904,0.0001785807,0.0004454856,0.000488761,0.00034845015,0.000048348265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005350534,0.00019344265,0.00044034203,0.00025312562,0.0010131919,0.000030182122,0.00072298915,0.00016545993,0.0000073576894],"category_scores_gemma":[0.000120375975,0.00019163931,0.0001483769,0.0006517548,0.00013891286,0.0006835451,0.000152807,0.0003760946,0.000004420877],"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":[0.00016157432,0.00013213811,0.0016088239,0.00029470708,0.00015844972,0.00006889716,0.99601436,0.000040306164,0.00016091172,0.000050939972,0.00007291589,0.0012359725],"study_design_scores_gemma":[0.00081413746,0.0002618946,0.0026770548,0.0001571873,0.0002718029,0.0000022816398,0.9950898,0.000012467699,0.000345309,0.00008373278,0.000115070216,0.0001692361],"about_ca_topic_score_codex":0.9575364,"about_ca_topic_score_gemma":0.6902242,"teacher_disagreement_score":0.26731223,"about_ca_system_score_codex":0.00013461553,"about_ca_system_score_gemma":0.0001705451,"threshold_uncertainty_score":0.7814824},"labels":[],"label_agreement":null},{"id":"W7009680542","doi":"","title":"Evaluating the Current State of Findability and Accessibility of Microplastics Data","year":2022,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Microplastics; State (computer science); Alliance; Norwegian; Environmental research; Marine research; Research centre","score_opus":0.06650220678251753,"score_gpt":0.31030443063114205,"score_spread":0.24380222384862452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009680542","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":[0.98167574,0.0009092048,0.00001840506,0.00010396923,0.00018042694,0.0008605021,0.015350612,0.00005531292,0.0008458345],"genre_scores_gemma":[0.11340902,0.00084196986,0.01439013,0.000008301685,0.00009269004,0.0000017236274,0.0027833811,0.00089395675,0.8675788],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971442,0.00069919083,0.00030213982,0.00079449813,0.0007740229,0.00028592322],"domain_scores_gemma":[0.9955148,0.00028263018,0.0014681536,0.0024638295,0.00019115569,0.00007941644],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018985376,0.0003079792,0.0007582793,0.00028323857,0.00014964546,0.000011287121,0.0019661412,0.000083326166,0.0026391174],"category_scores_gemma":[0.00024735855,0.0002805969,0.00011379716,0.00038408855,0.001296068,0.00016360321,0.0038904527,0.0004951356,0.000020722007],"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":[0.0034860324,0.0033522174,0.12992495,0.018497398,0.002848736,0.0000314262,0.17350274,0.0008273508,0.02375751,0.00006821522,0.31226593,0.33143747],"study_design_scores_gemma":[0.022396455,0.0053435164,0.5026226,0.0053452346,0.012641841,0.000029001338,0.116028205,0.051814586,0.004075144,0.0037971344,0.26902404,0.0068822606],"about_ca_topic_score_codex":0.02946494,"about_ca_topic_score_gemma":0.042279247,"teacher_disagreement_score":0.8682667,"about_ca_system_score_codex":0.00012953968,"about_ca_system_score_gemma":0.00031556774,"threshold_uncertainty_score":0.9999646},"labels":[],"label_agreement":null},{"id":"W7009707546","doi":"","title":"Exploring the lived experiences of women in larger bodies who access and use contraception in Ontario","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Feeling; Lived experience; Family planning; Reproductive health; Embodied cognition; Health care; Qualitative research; Population; Focus group","score_opus":0.057775875783862445,"score_gpt":0.2640471281963884,"score_spread":0.20627125241252597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009707546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986629,0.00022436453,5.522729e-7,0.00039902417,0.00016891086,0.00046174772,0.0000013639998,0.0000067821293,0.000074392214],"genre_scores_gemma":[0.94376975,0.0010580419,0.0000371777,0.0000128005395,0.000023034805,0.000011708894,0.00006156559,0.000007923852,0.05501797],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99893516,0.000095430696,0.00017860005,0.0003189198,0.00019824102,0.00027365857],"domain_scores_gemma":[0.99931294,0.00005056231,0.00019515514,0.00020183856,0.00016743584,0.0000720419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034503013,0.00013595569,0.000510474,0.0002592931,0.000068000605,0.000018911865,0.00009848215,0.000109271576,0.0001292307],"category_scores_gemma":[0.00007385638,0.0001228705,0.000055547644,0.00013838973,0.00009498588,0.0006126789,0.000035163448,0.00030203658,7.868144e-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":[0.0010038181,0.00008055473,0.11661529,0.00030010726,0.00003014072,0.00002747378,0.8781616,0.0000047541503,0.001791744,0.000008697285,0.000013132234,0.0019626936],"study_design_scores_gemma":[0.0005308675,0.000067644905,0.5164089,0.00036171652,0.000019358016,9.5864e-7,0.48203728,0.000008727627,0.00043099315,0.000008519757,0.000068395304,0.00005658396],"about_ca_topic_score_codex":0.44319582,"about_ca_topic_score_gemma":0.8313127,"teacher_disagreement_score":0.39979365,"about_ca_system_score_codex":0.00034273678,"about_ca_system_score_gemma":0.0002412448,"threshold_uncertainty_score":0.560512},"labels":[],"label_agreement":null},{"id":"W7009757821","doi":"","title":"Exploring, Understanding, and Determining the Quality of Plan Monitoring and Evaluation in Ontario","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Evaluation and Performance Assessment","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":"Regional Municipality of Waterloo","funders":"","keywords":"Plan (archaeology); Quality (philosophy); Stakeholder; Government (linguistics); Context (archaeology); Monitoring and evaluation; Stakeholder engagement; Resource (disambiguation); Audit; Strategic planning","score_opus":0.4994839631211118,"score_gpt":0.41814183919995573,"score_spread":0.08134212392115608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009757821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985993,0.000072731746,0.0000059326617,0.0001505707,0.00027744504,0.00019961307,0.000003793249,0.000003559155,0.00068703404],"genre_scores_gemma":[0.9809132,0.00014739456,0.00020949791,0.0000021177154,0.000009571462,9.60647e-7,0.00004066161,0.000004604711,0.018671952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977619,0.00031300186,0.0002960051,0.0002976908,0.0012170504,0.00011434353],"domain_scores_gemma":[0.9985463,0.00035684308,0.0004770224,0.00024114063,0.00033904167,0.00003964455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037320615,0.00011665601,0.0003250884,0.0002883691,0.00016318593,0.000057539444,0.0002132292,0.00008976178,0.00021802199],"category_scores_gemma":[0.00015766415,0.00009988713,0.000051984818,0.0002046621,0.000072872004,0.00048326785,0.00007043233,0.00019902962,0.0000013829579],"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":[0.000082391154,0.000024460718,0.61293817,0.000051368985,0.00002551078,0.0000012504808,0.37753072,0.000074766445,0.00028199906,0.00021440134,0.000017901648,0.008757045],"study_design_scores_gemma":[0.00042893612,0.00003276678,0.61012214,0.00011787231,0.000029024903,1.860083e-7,0.38831317,0.00030160166,0.00017377024,0.00038698455,0.00002509791,0.000068457535],"about_ca_topic_score_codex":0.12392166,"about_ca_topic_score_gemma":0.8457583,"teacher_disagreement_score":0.7218366,"about_ca_system_score_codex":0.00021882806,"about_ca_system_score_gemma":0.00030878774,"threshold_uncertainty_score":0.88191223},"labels":[],"label_agreement":null},{"id":"W7009767369","doi":"","title":"Examining the association between affective disorders with psychotic features and cannabis use 30 days prior to admission to inpatient psychiatry in Ontario, Canada from 2015-2019.","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cannabis and Cannabinoid 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":"Cannabis; Odds; Logistic regression; Odds ratio; Association (psychology); Cannabis Dependence; Mental health; Cross-sectional study","score_opus":0.007453416539370008,"score_gpt":0.2226159558624055,"score_spread":0.2151625393230355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009767369","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":[0.97776055,0.000106893465,0.00000100755,0.020122323,0.00030421338,0.0013943601,0.00019530901,0.000012424977,0.00010293221],"genre_scores_gemma":[0.4984576,0.00004000725,0.00025095366,0.00022586304,0.000051290488,0.000015527672,0.0012840715,0.00005092398,0.49962375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793994,0.00013660117,0.00014282209,0.00054202357,0.0008709145,0.00036771424],"domain_scores_gemma":[0.9989258,0.000043237214,0.0002031508,0.00033275437,0.00016869366,0.00032637414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211235,0.0002641536,0.00048573685,0.00034774677,0.00029999955,0.00003598499,0.00022101378,0.00018342612,0.0003823931],"category_scores_gemma":[0.00006488543,0.00022764406,0.0000583608,0.00038644052,0.000025284533,0.00010374359,0.00010255635,0.0007860054,0.000001783844],"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":[0.0015165157,0.00008775106,0.66182774,0.000097341035,0.00024651468,0.000019156008,0.113074996,0.00006989504,0.00014162649,0.0000034206114,0.22011122,0.0028038542],"study_design_scores_gemma":[0.0011697158,0.00083747617,0.8817306,0.00031273387,0.00021607321,7.0735274e-7,0.10527901,0.000002639671,0.000029117235,0.000006937123,0.010184766,0.00023020187],"about_ca_topic_score_codex":0.9980142,"about_ca_topic_score_gemma":0.99988633,"teacher_disagreement_score":0.4995208,"about_ca_system_score_codex":0.0021841794,"about_ca_system_score_gemma":0.0024075464,"threshold_uncertainty_score":0.92830557},"labels":[],"label_agreement":null},{"id":"W7009774439","doi":"","title":"Estimating Intersection Annual Average Daily Bicycle Traffic from 8-hour Turning Movement Counts","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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); Estimation; Set (abstract data type); Factoring; Matching (statistics); Data set; Work (physics); Measure (data warehouse)","score_opus":0.004547236377203555,"score_gpt":0.17543941789266912,"score_spread":0.17089218151546556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009774439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99612474,0.00015018256,0.00042418044,0.00002003594,0.0015119462,0.00008142688,0.000106415006,0.00021215138,0.001368916],"genre_scores_gemma":[0.9062789,0.00005349567,0.0039177,0.000006744353,0.00014040903,3.2629518e-7,0.0014180869,0.00004860998,0.08813573],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9993347,0.000017259821,0.00010640962,0.0002080573,0.00017055198,0.00016301248],"domain_scores_gemma":[0.9996614,0.0000144577725,0.0000755199,0.00014114355,0.000056356537,0.00005114675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000044386827,0.00017621099,0.00024194711,0.00011495279,0.000097816584,0.000015894417,0.0001386532,0.00020014372,0.00051452743],"category_scores_gemma":[0.0000035474839,0.00022213536,0.000108461565,0.000099237026,0.000015218992,0.00013478324,0.000021523567,0.0002625943,0.000077454584],"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":[0.000094827534,0.000080312726,0.00017883437,0.0006231863,0.00059568195,0.00014481021,0.34680006,0.5740152,0.0043268246,0.000018277738,0.009978619,0.06314338],"study_design_scores_gemma":[0.0016055211,0.00010669383,0.028780384,0.0015696863,0.00038459201,0.000003874397,0.5224922,0.43935996,0.0016590644,0.000035745834,0.0027748477,0.0012274238],"about_ca_topic_score_codex":0.002457897,"about_ca_topic_score_gemma":0.006723718,"teacher_disagreement_score":0.17569213,"about_ca_system_score_codex":0.00011632823,"about_ca_system_score_gemma":0.000028435406,"threshold_uncertainty_score":0.90584177},"labels":[],"label_agreement":null},{"id":"W7009780515","doi":"","title":"Expanding the adaptation toolbox: exploring managed retreat in Grand Forks, BC","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Education, sociology, and vocational 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":"Flood myth; Psychological resilience; Resilience (materials science); Natural disaster; Thematic analysis; Disaster risk reduction; Climate change; Hazard; Property (philosophy); Situated","score_opus":0.1399349206707691,"score_gpt":0.3383868126959428,"score_spread":0.1984518920251737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009780515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98997796,0.00015492304,0.000010219136,0.0023365247,0.001185588,0.0003090664,0.000007681958,0.00003705107,0.0059809694],"genre_scores_gemma":[0.7754757,0.0015058601,0.0005004858,0.000017541977,0.00027115975,0.000010880143,0.00055733783,0.000017630398,0.22164345],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985664,0.0004872969,0.000123335,0.00025463913,0.0003296136,0.00023871983],"domain_scores_gemma":[0.9990594,0.00044914143,0.00021280689,0.00014880493,0.00008772335,0.00004215742],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014181659,0.00012399719,0.00020479994,0.00024439162,0.0013579227,0.000029066021,0.0003747099,0.0001476403,0.00029343143],"category_scores_gemma":[0.00013810609,0.00013627912,0.000104518665,0.00038455107,0.00022460238,0.00038885177,0.000021797805,0.0003221423,0.0000066992607],"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":[0.000031240907,0.000025922669,0.0026189522,0.000040820196,0.000032220592,0.0000028648,0.98664886,0.00007995826,0.000021371008,0.0073822113,0.00030463366,0.002810925],"study_design_scores_gemma":[0.00025084463,0.000022219647,0.0127834845,0.000072979194,0.000046698027,1.3967109e-7,0.9825523,0.000020862062,0.000008242139,0.00088355737,0.003218646,0.00014005716],"about_ca_topic_score_codex":0.1244916,"about_ca_topic_score_gemma":0.30008453,"teacher_disagreement_score":0.21566248,"about_ca_system_score_codex":0.0002270076,"about_ca_system_score_gemma":0.00017459477,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null},{"id":"W7009780708","doi":"","title":"“Even if we want help, there is no help”: Exploring Perceptions and Barriers in Home Care Services within the South Asian Communities","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","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":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Ethnic group; Exploratory research; Immigration; Qualitative research; Cultural diversity; Diversity (politics); Health care","score_opus":0.013837579295624075,"score_gpt":0.17654801521284225,"score_spread":0.16271043591721818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009780708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546826,0.0017083173,1.0341634e-7,0.0007545278,0.00039982705,0.00023782985,0.000595337,0.000041866395,0.0007939044],"genre_scores_gemma":[0.99051636,0.0012261756,0.00008352374,0.000023013476,0.000045408702,7.7835125e-7,0.0008865384,0.000008006885,0.0072101653],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999021,0.000118749784,0.00012387859,0.0002669261,0.00023322926,0.00023620084],"domain_scores_gemma":[0.9993982,0.000036652134,0.000115849005,0.00026236958,0.00007877138,0.00010816782],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013041109,0.00025008176,0.00028376788,0.0003574422,0.00055552524,0.000098476354,0.0004710683,0.0001908472,0.0009255903],"category_scores_gemma":[0.0000011333523,0.00020180526,0.00014657323,0.00029915507,0.00018246917,0.00034299778,0.000040929906,0.00042365602,0.00010431453],"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":[0.000090816495,0.000004069238,0.14391391,0.00056813646,0.00007868926,0.000018183602,0.851584,0.000039728355,0.000006712965,0.000008974239,0.000039902312,0.0036468382],"study_design_scores_gemma":[0.00015507957,0.0000758839,0.18710087,0.00051406026,0.000091556205,0.0000023849739,0.81124794,0.00019945201,0.000014036531,0.00009050085,0.0002936006,0.00021464704],"about_ca_topic_score_codex":0.20026596,"about_ca_topic_score_gemma":0.6816302,"teacher_disagreement_score":0.48136422,"about_ca_system_score_codex":0.00001001598,"about_ca_system_score_gemma":0.000062371124,"threshold_uncertainty_score":0.9999877},"labels":[],"label_agreement":null},{"id":"W7009784706","doi":"","title":"Exploring the Role of Public Health in Climate Change Initiatives and the Mining Industry in Ontario, Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mining and Resource 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":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"World Health Organization","keywords":"Climate change; Public health; Population health; Government (linguistics); Viewpoints; Thematic analysis; Population","score_opus":0.048139235796068235,"score_gpt":0.19494650722446108,"score_spread":0.14680727142839284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009784706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99740267,0.0002378563,8.638498e-8,0.00092551095,0.00013426416,0.00020513043,0.000009193623,0.000018436109,0.0010668582],"genre_scores_gemma":[0.9943899,0.00072160567,0.000018175928,0.000012608598,0.000010996589,0.0000043497544,0.000051337036,0.000017700939,0.0047733197],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992936,0.00007943267,0.00012419999,0.00012310204,0.0001341733,0.0002454534],"domain_scores_gemma":[0.9996504,0.00006858553,0.000100398494,0.0001296657,0.000014870691,0.000036051366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041757233,0.0001193891,0.00027561744,0.00024424837,0.00007920832,0.000009707084,0.00018447766,0.000100655816,0.000011340252],"category_scores_gemma":[0.00000830807,0.000098566525,0.000027220141,0.00022517188,0.0000441193,0.000100562465,0.00006764798,0.00054532604,3.878186e-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":[0.000026450032,0.000008359992,0.01590568,0.00031878456,0.00006181471,0.000011987271,0.97172624,0.00079519104,0.0000042840757,0.00018167208,0.000062585255,0.0108969705],"study_design_scores_gemma":[0.00033267983,0.00001059204,0.30114454,0.00036156684,0.000009343459,1.6866072e-7,0.6968005,0.0008424785,0.0000070624524,0.000004487902,0.0004094417,0.00007718542],"about_ca_topic_score_codex":0.98831594,"about_ca_topic_score_gemma":0.9993995,"teacher_disagreement_score":0.28523886,"about_ca_system_score_codex":0.0001977259,"about_ca_system_score_gemma":0.00009771567,"threshold_uncertainty_score":0.40194264},"labels":[],"label_agreement":null},{"id":"W7009820887","doi":"","title":"An Exploratory Analysis of the Issues in Accessing Local Food Products among Relais &amp; Chateaux Chefs","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crustacean biology 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":"Tourism; Exploratory research; Consumption (sociology); Food products; Perception; Work (physics); Content analysis; Exploratory analysis","score_opus":0.014314382054417561,"score_gpt":0.21583359909204733,"score_spread":0.20151921703762976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009820887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990306,0.0000701885,0.000003282304,0.00023516452,0.00017403932,0.00017112894,0.000011629792,0.000015517116,0.00028845842],"genre_scores_gemma":[0.9397318,0.00013690653,0.00012022518,0.000008779742,0.000009383125,4.6278456e-7,0.00022728772,0.000010005189,0.05975518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988155,0.00017403642,0.000153614,0.00044004025,0.00018183037,0.00023501842],"domain_scores_gemma":[0.9991086,0.000016379561,0.00032876444,0.0004682093,0.000029554058,0.000048482383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020314757,0.00017397615,0.0004468997,0.0002627937,0.0002059738,0.0000049900796,0.000581947,0.00038437007,0.0006614834],"category_scores_gemma":[0.000018576504,0.00016283023,0.00013706896,0.00090180594,0.00068106275,0.0003567995,0.00014060557,0.0002899682,0.000027202892],"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":[0.00017218648,0.00022408745,0.70996714,0.000067048684,0.00033517214,0.000014156959,0.27761108,0.0041276654,0.0050372523,0.000009740435,0.0016819404,0.0007525302],"study_design_scores_gemma":[0.000178892,0.00007745384,0.89963734,0.00003107411,0.00028641973,5.1282666e-7,0.096713915,0.00026399986,0.0022778872,0.000017600933,0.0003319019,0.00018300429],"about_ca_topic_score_codex":0.024324916,"about_ca_topic_score_gemma":0.7389173,"teacher_disagreement_score":0.7145924,"about_ca_system_score_codex":0.00013741635,"about_ca_system_score_gemma":0.000034560795,"threshold_uncertainty_score":0.9821722},"labels":[],"label_agreement":null},{"id":"W7009934019","doi":"","title":"Genetic Renaissance: A Legal, Philosophical, and Ethical Examination of Consent Using Autonomy &amp; Privacy in Genetic Testing","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Informed consent; Genetic testing; Autonomy; Interpretation (philosophy); Process (computing); Perspective (graphical); Genetic engineering; Biobank","score_opus":0.043841519169802994,"score_gpt":0.25920043111063035,"score_spread":0.21535891194082735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009934019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985062,0.00033744058,0.000042278858,0.00031026927,0.00009806226,0.00026905,0.000017764698,0.000011998104,0.0004069579],"genre_scores_gemma":[0.98657566,0.00019316222,0.00886387,0.000019540279,0.000057092664,0.0000013831901,0.00026870158,0.000020203652,0.0040004053],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99884427,0.0001641212,0.00022544432,0.00045146394,0.000107224114,0.00020747802],"domain_scores_gemma":[0.999147,0.00007600705,0.0003044895,0.00026199,0.00014983013,0.000060685445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019535328,0.00020526817,0.00034609964,0.00019752928,0.00008715841,0.000008754348,0.00019738014,0.0007946232,0.0000098430955],"category_scores_gemma":[0.00016576156,0.00024545996,0.00007584138,0.00015827216,0.00026856837,0.000005477059,0.00011875235,0.00032977408,0.00000346128],"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":[0.0016747331,0.0006005786,0.13347286,0.005363832,0.0010559696,0.000349303,0.0742908,0.0017413844,0.7093171,0.00030501408,0.00036433723,0.07146409],"study_design_scores_gemma":[0.007272983,0.0021898153,0.90620655,0.0039953184,0.0011129241,0.00015991482,0.036937755,0.0033006247,0.026044033,0.001304843,0.008264347,0.0032108712],"about_ca_topic_score_codex":0.0057090893,"about_ca_topic_score_gemma":0.008998459,"teacher_disagreement_score":0.7727337,"about_ca_system_score_codex":0.000034556124,"about_ca_system_score_gemma":0.0002843936,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W7009989026","doi":"","title":"The Future of Canada's Ski and Mountain Destinations in an Era of Climate Change","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Aspects of Tourism Research","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":"International Conservation Fund of Canada; University of Waterloo; Mitacs","keywords":"Tourism; Climate change; Political economy of climate change; Climate risk; Sustainability; Global warming; Ecotourism; Ecological forecasting; Sustainable tourism","score_opus":0.015733531128987132,"score_gpt":0.2650479502493205,"score_spread":0.24931441912033336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009989026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993233,0.00015092149,3.162385e-8,0.0045015872,0.00017560118,0.00029749973,0.00008671422,0.0000111120025,0.001543531],"genre_scores_gemma":[0.8969878,0.0059319916,0.00025418057,0.0000075221997,0.00013973417,0.0000018796435,0.00016928703,0.000025697167,0.09648193],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99875695,0.00015668034,0.00009487246,0.00016782118,0.0005411236,0.0002825743],"domain_scores_gemma":[0.99914235,0.00012367788,0.00019948973,0.00016112065,0.0002893469,0.000084000196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005423194,0.00008997331,0.00021123515,0.00017892633,0.00044533215,0.000021541457,0.00045951866,0.0001398917,0.00003603775],"category_scores_gemma":[0.000050279108,0.00009286132,0.000038751237,0.00037604297,0.0002413202,0.00021259386,0.00007399503,0.0002152527,0.0000012220981],"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":[0.00032887558,0.0001451434,0.020991854,0.0006363087,0.000098830424,0.0002276964,0.89491844,0.000021194206,0.00024217938,0.019773595,0.003352495,0.059263393],"study_design_scores_gemma":[0.0002055898,0.000051253657,0.1439562,0.0001314138,0.000023404127,7.723268e-8,0.85462743,0.00003923594,0.000037588128,0.00042461444,0.00040654678,0.0000966591],"about_ca_topic_score_codex":0.97524524,"about_ca_topic_score_gemma":0.99926394,"teacher_disagreement_score":0.122964345,"about_ca_system_score_codex":0.00012581084,"about_ca_system_score_gemma":0.00052355276,"threshold_uncertainty_score":0.3786775},"labels":[],"label_agreement":null},{"id":"W7009992669","doi":"","title":"Green Petroleum Refining - Mathematical Models for Optimizing Petroleum Refining Under Emission Constraints","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Process Optimization and 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":"University of Waterloo","keywords":"Nucleofection; Articular cartilage damage; Gestational period; Fusible alloy; TSG101; Diafiltration","score_opus":0.01682815689627259,"score_gpt":0.20983816948820702,"score_spread":0.19301001259193443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009992669","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":[0.6054398,0.00048249218,0.3425557,0.0007984248,0.0009868385,0.00064909185,0.00021260761,0.0012847653,0.047590315],"genre_scores_gemma":[0.15260911,0.0002413839,0.122808285,0.0000397072,0.00010198789,0.000013571934,0.0029285704,0.00022697014,0.7210304],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986785,0.000025110505,0.0002897525,0.00035663458,0.00028730795,0.00036270922],"domain_scores_gemma":[0.99906504,0.000061533785,0.00022894378,0.0002514754,0.0002491217,0.00014385984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015273444,0.00036341063,0.0005463631,0.0003596624,0.00021483302,0.00006815852,0.0003197467,0.0004888415,0.0004018858],"category_scores_gemma":[0.00002029599,0.00041196082,0.00019853146,0.00011613556,0.00006874626,0.00063935085,0.000031991665,0.0003552247,0.000037012098],"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":[0.00028532115,0.00011502896,0.000013044338,0.0038032583,0.0005312346,0.000010500332,0.060588468,0.8848735,0.022646926,0.012069757,0.0044395304,0.010623409],"study_design_scores_gemma":[0.0008893745,0.00008300295,0.000013452251,0.00093445607,0.00017013734,0.000004173236,0.07033375,0.9242045,0.0015870131,0.0009994502,0.00025159057,0.0005290756],"about_ca_topic_score_codex":0.0007893938,"about_ca_topic_score_gemma":0.0005835054,"teacher_disagreement_score":0.6734401,"about_ca_system_score_codex":0.00015462317,"about_ca_system_score_gemma":0.00007248776,"threshold_uncertainty_score":0.9998332},"labels":[],"label_agreement":null},{"id":"W7010111076","doi":"","title":"Greater Toronto Chinese Downtown","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Downtown; Context (archaeology); Immigration; China; Architecture; Urban planning; Global city; Work (physics)","score_opus":0.008281343166411877,"score_gpt":0.21174753086283507,"score_spread":0.2034661876964232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010111076","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":[0.93349826,0.00020797337,1.5427507e-7,0.0007175441,0.001404635,0.00017442112,0.000062107814,0.00011987832,0.06381503],"genre_scores_gemma":[0.016078075,0.0006758772,0.000033416734,0.000010601132,0.00013894633,3.095425e-7,0.00021085424,0.000018757442,0.98283315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898267,0.00006332339,0.00007664237,0.00025594878,0.00035174892,0.00026969015],"domain_scores_gemma":[0.9993614,0.0000184418,0.00012925197,0.000202526,0.000122040095,0.00016635927],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016162456,0.00012654105,0.0002640442,0.00033809044,0.0009635479,0.00009213209,0.00040912267,0.00031654423,0.007281795],"category_scores_gemma":[0.000022899494,0.00017949178,0.00019432872,0.0002107004,0.00025859816,0.00032033355,0.000027446422,0.00012982743,0.00061563903],"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":[0.000053276937,0.000017945447,0.00039745928,0.00011169055,0.00007032794,0.00006906257,0.9440675,0.0000010312481,0.00006940603,0.00053977926,0.05057797,0.004024567],"study_design_scores_gemma":[0.00029619446,0.0000345269,0.046931956,0.00010166188,0.00012062691,2.76534e-7,0.73221713,0.0000021454523,0.0000035773169,0.00018768809,0.21973461,0.0003695944],"about_ca_topic_score_codex":0.9973262,"about_ca_topic_score_gemma":0.9999289,"teacher_disagreement_score":0.91901815,"about_ca_system_score_codex":0.0009628717,"about_ca_system_score_gemma":0.0004825815,"threshold_uncertainty_score":0.9936257},"labels":[],"label_agreement":null},{"id":"W7010124713","doi":"","title":"Hand-mapped stories of ‘Canadian’ Blackness, Failed Multiculturalism, and Black Humanity in a Predominantly White Mid-Sized City in South-Western Ontario","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Interdisciplinary Cultural and Social 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":"Humanity; Multiculturalism; White (mutation); Racism; Narrative; Negotiation; Ethnic group; Cultural diversity; Race (biology); Diversity (politics)","score_opus":0.0211773357752601,"score_gpt":0.24314539779902444,"score_spread":0.22196806202376435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010124713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960314,0.00007957733,3.6228627e-8,0.0008715233,0.00026954882,0.0006173352,0.00009388244,0.000013687414,0.0020230047],"genre_scores_gemma":[0.73143667,0.0000763676,0.000029180132,0.000004290999,0.000022159242,0.0000020563186,0.00014758686,0.000007195833,0.26827452],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983498,0.00025443026,0.00024382699,0.0003797377,0.00036895587,0.0004032337],"domain_scores_gemma":[0.9991473,0.00004304034,0.00033678935,0.000118593285,0.00024042226,0.00011387677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031621614,0.00025296674,0.00073122507,0.0004343488,0.0010455525,0.00004827378,0.000373594,0.00029426828,0.00051729195],"category_scores_gemma":[0.00004105923,0.00026327468,0.00015351851,0.0005141485,0.0007099573,0.00034725622,0.00015824147,0.00040040544,0.000003496391],"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":[0.00036341202,0.000054543743,0.06602906,0.000119319375,0.0000578824,0.000035075744,0.93291837,0.000006713771,0.00013771925,0.0000868136,0.00016083782,0.000030230143],"study_design_scores_gemma":[0.0008526421,0.00005530337,0.2961473,0.00012143959,0.000054122007,8.0122874e-8,0.701068,0.0000020610057,0.000027071012,0.000056652465,0.0013925519,0.00022278399],"about_ca_topic_score_codex":0.9892096,"about_ca_topic_score_gemma":0.9999609,"teacher_disagreement_score":0.2662515,"about_ca_system_score_codex":0.0008474714,"about_ca_system_score_gemma":0.00036016895,"threshold_uncertainty_score":0.99998194},"labels":[],"label_agreement":null},{"id":"W7010161206","doi":"","title":"Ghost Recommendations: A Protocol for Efficiently Enhancing User Privacy","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Protocol (science); Quality (philosophy); Recommender system; Set (abstract data type); Private information retrieval; Information privacy; Cryptography; Key (lock); Cryptographic protocol","score_opus":0.025458921544575713,"score_gpt":0.28319143272795205,"score_spread":0.25773251118337637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010161206","genre_codex":"protocol","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":[0.12731913,0.00020243214,0.2303642,0.16948543,0.0064999545,0.45431006,0.0009775981,0.008418276,0.0024229353],"genre_scores_gemma":[0.00024828047,0.000023914892,0.7535153,0.000048673457,0.00007028126,0.0065528564,0.0008928967,0.00008324108,0.23856455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997944,0.000054925793,0.0002624965,0.0009369942,0.0003612078,0.00044036785],"domain_scores_gemma":[0.99466276,0.00015805062,0.00039203948,0.004429297,0.00028356546,0.00007427578],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.00039827704,0.00033353563,0.00041216842,0.000641856,0.00030270015,0.00017969072,0.017312326,0.00041324625,0.0000741935],"category_scores_gemma":[0.0014837856,0.00037754013,0.00022000087,0.0006636156,0.00007291006,0.00081380067,0.01512496,0.00043604043,0.00011847489],"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":[0.00021782597,0.0002975628,0.000032337255,0.0040155724,0.0002864398,0.00004888473,0.05432814,0.000009530101,0.0050624907,0.005103117,0.90144145,0.029156629],"study_design_scores_gemma":[0.006456541,0.0016159398,0.00051201804,0.011502265,0.0005114111,0.000024110517,0.09684496,0.07503376,0.10082769,0.15470311,0.54800034,0.0039678463],"about_ca_topic_score_codex":0.002105833,"about_ca_topic_score_gemma":0.0060726213,"teacher_disagreement_score":0.5231511,"about_ca_system_score_codex":0.00020582136,"about_ca_system_score_gemma":0.00024386184,"threshold_uncertainty_score":0.9998677},"labels":[],"label_agreement":null},{"id":"W7010316470","doi":"","title":"The Impact of Portland Cement on the Performance of Cold In-Place Recycled Pavement","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","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":"Asphalt; Portland cement; Fly ash; Emulsion; Dispersion (optics); Lime; Aggregate (composite); Pulverized coal-fired boiler","score_opus":0.009934173206147074,"score_gpt":0.21632036302563926,"score_spread":0.2063861898194922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010316470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984157,0.00011675227,0.0000014712535,0.00007434586,0.00017209648,0.00048484164,0.000030498286,0.000015768688,0.00068853976],"genre_scores_gemma":[0.96429735,0.0010326307,0.000016406795,0.0000021327714,0.00000905322,0.0000043975424,0.00018571137,0.000019715262,0.034432583],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9988367,0.000062275896,0.00024566898,0.00014341547,0.0005050715,0.00020687182],"domain_scores_gemma":[0.9991312,0.00007575516,0.0003334339,0.00035206566,0.000081286315,0.000026245772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053832715,0.00018902899,0.0002809498,0.00018564667,0.00014932572,0.0000057646166,0.00038122307,0.00008031458,0.00044426555],"category_scores_gemma":[0.000005069348,0.00014487786,0.00013242851,0.00024096508,0.000043670538,0.00010853398,0.000042677853,0.00022572427,0.000004224222],"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":[0.0025515147,0.00062873255,0.04106096,0.0020848217,0.0019254775,0.000013106703,0.21945739,0.6432454,0.0660429,0.0014860348,0.013631058,0.007872584],"study_design_scores_gemma":[0.0053114346,0.004446812,0.2942417,0.0015809545,0.00052463776,0.0000012080328,0.29697254,0.24162011,0.15101348,0.000056791127,0.0029507363,0.0012795855],"about_ca_topic_score_codex":0.004657617,"about_ca_topic_score_gemma":0.006216188,"teacher_disagreement_score":0.4016253,"about_ca_system_score_codex":0.00034958785,"about_ca_system_score_gemma":0.0000796039,"threshold_uncertainty_score":0.7040954},"labels":[],"label_agreement":null},{"id":"W7010344886","doi":"","title":"Homologous Gene Finding with a Hidden Markov Model","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Genome Rearrangement Algorithms","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":"York University","keywords":"Homology (biology); Homologous chromosome; Gene; Gene prediction; Homologous recombination; Hidden Markov model","score_opus":0.00846722209348909,"score_gpt":0.21199633650509625,"score_spread":0.20352911441160715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010344886","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":[0.9971899,0.00030423078,0.0005111239,0.000058502825,0.00008547513,0.00026368754,0.000049483555,0.00001818399,0.0015194521],"genre_scores_gemma":[0.13775636,0.00040117986,0.054372374,0.000018147084,0.00008616158,0.0000010281216,0.003205906,0.0000692367,0.8040896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888575,0.000023400567,0.000096136835,0.00044739456,0.0002278855,0.00031942135],"domain_scores_gemma":[0.99919176,0.0000040315567,0.00019467117,0.00036706752,0.00015287932,0.000089602174],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000118515854,0.00025501376,0.00027856356,0.00020004417,0.00011926997,0.000010950428,0.00035327303,0.00041513698,0.000059143837],"category_scores_gemma":[0.000004298652,0.00028295815,0.00012990713,0.00010925814,0.000073481664,0.000006102764,0.00007937987,0.00015683158,0.000016775793],"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":[0.0018568705,0.00021927858,0.0011818147,0.00051541236,0.0010600474,0.0002848375,0.028090686,0.0005104911,0.9443275,0.000015219743,0.0035019633,0.018435914],"study_design_scores_gemma":[0.009507718,0.0037870249,0.015190498,0.00065345597,0.00213933,0.00014891961,0.20238788,0.0035358693,0.7546161,0.00019263261,0.003201144,0.004639462],"about_ca_topic_score_codex":0.0020123345,"about_ca_topic_score_gemma":0.012206123,"teacher_disagreement_score":0.85943353,"about_ca_system_score_codex":0.000041056246,"about_ca_system_score_gemma":0.00011817329,"threshold_uncertainty_score":0.9999623},"labels":[],"label_agreement":null},{"id":"W7010352948","doi":"","title":"Human Biomonitoring of and Determinants of Biomarker Levels for Contaminants and Nutrients in Old Crow, Yukon Territory","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Global Water Futures","keywords":"Biomonitoring; Hexachlorobenzene; Nutrient; Contamination; Population; Pollutant; Biomarker; Human health","score_opus":0.05223278171230835,"score_gpt":0.34647677998089565,"score_spread":0.2942439982685873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010352948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99805987,0.0001112473,3.390386e-7,0.000039957464,0.00061414705,0.0009148123,0.0001978686,0.000010246244,0.00005153534],"genre_scores_gemma":[0.928565,0.00020575887,0.000081709135,0.0000031520274,0.000026912607,0.0000048886723,0.00006137291,0.000023940574,0.071027234],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987828,0.0000923333,0.00031206696,0.00026635165,0.000105055435,0.00044136727],"domain_scores_gemma":[0.9989059,0.00014970764,0.00055073755,0.00013970268,0.0002059942,0.000047965557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039685308,0.0001631763,0.00067423785,0.00040152782,0.00077886594,0.0000014981687,0.00013182872,0.00042088714,0.000012476318],"category_scores_gemma":[0.000028405793,0.00018232038,0.000060649312,0.00010101251,0.000117803895,0.000070688315,0.00014529243,0.00015584554,0.0000016968669],"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":[0.0003770306,0.00009698912,0.47429368,0.0061875503,0.00011340084,0.000018847413,0.50935817,1.5745138e-7,0.0076407376,0.0000272494,0.00024117797,0.0016450059],"study_design_scores_gemma":[0.0013760836,0.00021010078,0.6108208,0.00089976355,0.000064036976,2.0695956e-7,0.38582638,0.0000140673765,0.0005923324,0.00003802212,0.000046390793,0.000111863665],"about_ca_topic_score_codex":0.1543085,"about_ca_topic_score_gemma":0.59256685,"teacher_disagreement_score":0.43825835,"about_ca_system_score_codex":0.00010084983,"about_ca_system_score_gemma":0.000085357184,"threshold_uncertainty_score":0.851323},"labels":[],"label_agreement":null},{"id":"W7010365114","doi":"","title":"Improving the Provision of Mental Health Care in Small-Scale Fisheries to Boost Livelihood Outcomes: A Case Study of Chilika Lagoon in India","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coral and Marine Ecosystems Studies","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":"University of Waterloo","funders":"","keywords":"Livelihood; Mental health; Vulnerability (computing); Poverty; Health care; Mental illness; Inequality","score_opus":0.006660869729941364,"score_gpt":0.2039781932472146,"score_spread":0.19731732351727324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010365114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977919,0.000103861785,1.0971771e-7,0.00035804146,0.00014304441,0.0013964467,0.00005558521,0.000010084727,0.00014091046],"genre_scores_gemma":[0.9890009,0.000020655018,0.000072855924,0.0000072321695,0.0000037377454,0.0000036910951,0.000040938306,0.000011897674,0.0108380895],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99891603,0.0000790792,0.00025010112,0.00034185936,0.00021682131,0.00019608234],"domain_scores_gemma":[0.9994631,0.00002222907,0.00024089597,0.00020948745,0.000018955743,0.000045326546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017990901,0.0001896774,0.00048820046,0.00018465049,0.00012745522,0.000008001107,0.00025013872,0.00007215553,0.000038089653],"category_scores_gemma":[0.000008328632,0.00015598902,0.000079716294,0.0003477275,0.00004650475,0.000100634956,0.0005089353,0.00018364344,0.0000066622824],"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":[0.000120359866,0.00023515082,0.20465349,0.0006133641,0.000027392558,0.000093616676,0.78527296,0.000008979455,0.00029324347,8.4166675e-7,0.00011255939,0.008568062],"study_design_scores_gemma":[0.00043172674,0.0007804712,0.2995967,0.00017844304,0.000024042469,0.0000035656121,0.6987787,0.000016052187,0.00006377703,0.0000018747936,0.000022346832,0.000102315666],"about_ca_topic_score_codex":0.6645032,"about_ca_topic_score_gemma":0.97073513,"teacher_disagreement_score":0.30623195,"about_ca_system_score_codex":0.00026513613,"about_ca_system_score_gemma":0.000038620517,"threshold_uncertainty_score":0.63610476},"labels":[],"label_agreement":null},{"id":"W7010854689","doi":"","title":"Land Disturbance Extraction in Alberta Oil Sands Satellite Imagery","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Scientific and Economic 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":"Extraction (chemistry); Disturbance (geology); Satellite imagery; Satellite; Normalized Difference Vegetation Index; Pixel; Task (project management); Information extraction","score_opus":0.014778394056159341,"score_gpt":0.18637507011065002,"score_spread":0.1715966760544907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010854689","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":[0.8576028,0.003371337,0.0000015457201,0.00031608331,0.0021161316,0.0000703316,0.00022951224,0.000015236101,0.13627703],"genre_scores_gemma":[0.038068783,0.004151843,0.00016468744,0.000009976817,0.00003906448,6.816531e-7,0.0004215275,0.000017073311,0.9571264],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987611,0.000013796065,0.00028753307,0.00061489065,0.000045728364,0.00027696101],"domain_scores_gemma":[0.9990782,0.00004431137,0.0004632511,0.00030893978,0.00004724636,0.000058049478],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021970434,0.0002072896,0.00064803555,0.0003625482,0.00012445897,0.00005030917,0.00024761364,0.00021543814,0.0029563385],"category_scores_gemma":[0.000029409914,0.0002914152,0.00020449549,0.00023323056,0.00007892143,0.00035966677,0.00006132128,0.00020216212,0.0017309469],"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":[0.0010540077,0.0010927173,0.30643895,0.0028686349,0.0013913783,0.00044791307,0.54803795,0.00027899112,0.00045309536,0.018233608,0.09368852,0.026014233],"study_design_scores_gemma":[0.0035481502,0.00009019109,0.28963307,0.00084125786,0.00015390075,0.000007098542,0.30939573,0.00051971735,0.00038029038,0.0017529,0.39157143,0.0021062554],"about_ca_topic_score_codex":0.11672575,"about_ca_topic_score_gemma":0.17627107,"teacher_disagreement_score":0.82084936,"about_ca_system_score_codex":0.00014367679,"about_ca_system_score_gemma":0.00003138323,"threshold_uncertainty_score":0.9999538},"labels":[],"label_agreement":null},{"id":"W7010940749","doi":"","title":"The Labour Market Integration of Immigration and Their Role on Innovation","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Physics and Engineering Research Articles","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":"Immigration; Earnings; Endogeneity; Unemployment; Market integration; Settlement (finance); Offshoring; Economic integration","score_opus":0.006275995707560176,"score_gpt":0.18823933917996802,"score_spread":0.18196334347240783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010940749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987619,0.00009432361,0.00003889116,0.00010105992,0.00008115995,0.000088128436,0.000023242972,0.000024829475,0.0007864445],"genre_scores_gemma":[0.9803822,0.0004055311,0.000047157413,5.5179413e-7,0.00001529671,4.5269724e-7,0.000084160325,0.00001144031,0.019053215],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996476,0.000011351699,0.00006761087,0.00007777322,0.000099268495,0.00009638601],"domain_scores_gemma":[0.9995884,0.00003340366,0.00007204469,0.00017285247,0.00011529681,0.000018003555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001221366,0.000094249575,0.000118465345,0.00011229183,0.0001308641,0.000025921403,0.00013773791,0.00006965068,0.000009113481],"category_scores_gemma":[0.000016854388,0.00007849636,0.000029032704,0.000086189415,0.000034231027,0.0001378341,0.000010203308,0.00012038581,0.0000019326346],"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":[0.0001921187,0.000027653126,0.00008129825,0.00036972918,0.00015015609,0.0000011478745,0.045774885,0.0008079245,0.6504838,0.005200241,0.0012270642,0.29568398],"study_design_scores_gemma":[0.0010510129,0.0004259715,0.1273581,0.0010899218,0.00006974293,9.513855e-7,0.21034025,0.2369821,0.39706105,0.02217028,0.002729827,0.00072078034],"about_ca_topic_score_codex":0.0017126076,"about_ca_topic_score_gemma":0.0065390663,"teacher_disagreement_score":0.2949632,"about_ca_system_score_codex":0.000022910883,"about_ca_system_score_gemma":0.000012149348,"threshold_uncertainty_score":0.36489525},"labels":[],"label_agreement":null},{"id":"W7011315812","doi":"","title":"Modeling of Microplastic Emission, Transport, and Retention in Urban Stormwater Ponds","year":2024,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","topic":"Digital Innovation in Industries","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":"University of Waterloo","funders":"","keywords":"Stormwater; Microplastics; Settling; Sediment; Hydrology (agriculture); Turbidity; Urban runoff; Drainage basin","score_opus":0.015786245340793863,"score_gpt":0.1791650405933265,"score_spread":0.16337879525253263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011315812","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":[0.8767685,0.00030332102,0.00013383325,0.00079146674,0.0007772093,0.00031488817,0.00006477501,0.0001731388,0.12067284],"genre_scores_gemma":[0.15907502,0.0000136550125,0.00009652112,0.000013620385,0.00013238296,1.7037343e-7,0.000078712175,0.00008482661,0.84050506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993229,0.0000034252516,0.00014857363,0.00024166323,0.00015021442,0.00013323058],"domain_scores_gemma":[0.99962646,0.000003493429,0.00015774943,0.0001320731,0.00007168646,0.000008551915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009279861,0.0001575259,0.00026106986,0.0009301274,0.00002219261,0.000031128253,0.00013781725,0.00020173342,0.0004258863],"category_scores_gemma":[0.0000059714916,0.00016825904,0.0000520267,0.00035434746,0.00009978077,0.00041692136,0.00008774223,0.00014080362,0.000042085183],"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":[0.00018326087,0.00014670445,0.013006008,0.007117336,0.00023607192,0.000100109704,0.010512288,0.00035547558,0.0027734172,0.0060614147,0.9588349,0.00067304727],"study_design_scores_gemma":[0.0053493376,0.00014298379,0.0018243523,0.020518683,0.0014527612,0.000009771848,0.107656546,0.041335657,0.0003017542,0.0062157493,0.81196195,0.0032304595],"about_ca_topic_score_codex":0.023427706,"about_ca_topic_score_gemma":0.004579775,"teacher_disagreement_score":0.71983224,"about_ca_system_score_codex":0.000020046637,"about_ca_system_score_gemma":0.000013945189,"threshold_uncertainty_score":0.9830754},"labels":[],"label_agreement":null},{"id":"W7011346823","doi":"","title":"A Linear Algebraic Method on the Chromatic Symmetric Function","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Civil and Structural Engineering Research","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":"Blackberry (Canada)","funders":"","keywords":"Conjecture; Chromatic scale; Algebraic number; Symmetric function; Graph; Chromatic polynomial; Graph theory; Function (biology)","score_opus":0.012919234309271891,"score_gpt":0.21464249772895286,"score_spread":0.20172326341968097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011346823","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":[0.99719685,0.00011362208,0.00013133735,0.00019565185,0.00072927296,0.000251087,0.000019330104,0.00038838125,0.00097448996],"genre_scores_gemma":[0.40621668,0.0003683735,0.0010017338,0.000009903576,0.00017569604,0.0000035551027,0.00052356545,0.00015437955,0.5915461],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990464,0.000038268718,0.000099378696,0.00019987927,0.00035413238,0.00026196733],"domain_scores_gemma":[0.9993335,0.00020317068,0.00004546595,0.00028983635,0.00006397581,0.000064069565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018371423,0.00021745321,0.00028718112,0.00054516585,0.00012458515,0.000017472385,0.0003198442,0.00021181062,0.0002359361],"category_scores_gemma":[0.000042273987,0.00018744385,0.0001637899,0.0007907602,0.000021243295,0.00006475863,0.000027731141,0.00045144727,0.00030258554],"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":[0.0010002509,0.00017964149,0.00012283596,0.019415686,0.0055187196,0.00039365827,0.24399054,0.28961965,0.078669146,0.012590189,0.08695132,0.26154834],"study_design_scores_gemma":[0.0020862122,0.0010859711,0.07793269,0.0022358943,0.0010512968,0.000015101034,0.16575599,0.7275843,0.011974993,0.0034495562,0.004307592,0.0025203659],"about_ca_topic_score_codex":0.0030489643,"about_ca_topic_score_gemma":0.0033957097,"teacher_disagreement_score":0.5909802,"about_ca_system_score_codex":0.000089775654,"about_ca_system_score_gemma":0.00002075651,"threshold_uncertainty_score":0.76437384},"labels":[],"label_agreement":null},{"id":"W7011387550","doi":"","title":"Mechanical and Tribological Aspects of Microelectronic Wire Bonding","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electronic Packaging and Soldering 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":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Ontario Centres of Excellence","keywords":"Welding; Ball (mathematics); Deformation (meteorology); Limiting; Weldability","score_opus":0.006097915044706991,"score_gpt":0.18289954547285714,"score_spread":0.17680163042815014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011387550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99791664,0.00081144925,0.000033670498,0.00013899703,0.00013164243,0.00010376795,0.000008764657,0.00034175243,0.0005132981],"genre_scores_gemma":[0.9817085,0.0006740576,0.001098662,9.684053e-7,0.000011864273,3.108556e-7,0.000055464418,0.000025476405,0.016424641],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991999,0.000014767316,0.00011145701,0.00023107408,0.0001202259,0.000322564],"domain_scores_gemma":[0.9995573,0.00003443174,0.00009057993,0.00023354664,0.000039087026,0.000045038323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009301248,0.00020761875,0.00044832917,0.00022209811,0.00007257828,0.000007790148,0.00029394493,0.0006058026,0.000025174942],"category_scores_gemma":[0.000018420438,0.0002356894,0.000101808684,0.00013658931,0.0000971933,0.00006307563,0.000046860456,0.0007338919,0.0000030406793],"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":[0.00006800844,0.00003840836,0.00005324819,0.00067297916,0.0002232164,0.00003112333,0.008575934,0.000032750566,0.96664834,0.015712852,0.00040594177,0.0075371885],"study_design_scores_gemma":[0.0013044163,0.00063646433,0.0015845762,0.0005417816,0.0003685136,0.000035100347,0.03440765,0.0019523895,0.9464564,0.010649421,0.0011245774,0.0009387224],"about_ca_topic_score_codex":0.0007220356,"about_ca_topic_score_gemma":0.006596785,"teacher_disagreement_score":0.025831716,"about_ca_system_score_codex":0.000060123286,"about_ca_system_score_gemma":0.000041459814,"threshold_uncertainty_score":0.96111345},"labels":[],"label_agreement":null},{"id":"W7011390873","doi":"","title":"Lightweight Cellular Concrete as Flexible Pavement Subbase Material: Field Performance and Sustainability Study","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","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":"Subbase; Sustainability; Field (mathematics); Section (typography); Production (economics); Pavement engineering; Control (management)","score_opus":0.0065399631547148505,"score_gpt":0.20958266495710942,"score_spread":0.20304270180239456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011390873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99721473,0.00011397629,0.000007708993,0.00008577125,0.0005557273,0.0011803029,0.000026832899,0.00018104506,0.00063388346],"genre_scores_gemma":[0.9031368,0.00023253118,0.00007176511,0.000008259651,0.000030882704,0.000009106878,0.0006575926,0.000040948093,0.09581211],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99849147,0.00008058084,0.00023221307,0.00038460756,0.00048705383,0.00032410314],"domain_scores_gemma":[0.9991648,0.00002724685,0.00015847775,0.0004051769,0.00015294827,0.00009134128],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041104757,0.00031797364,0.0004137529,0.00026524285,0.0003112566,0.000032524316,0.00029002764,0.00016409447,0.0030122702],"category_scores_gemma":[0.000008242439,0.00039493229,0.00007367146,0.00018806028,0.000036462432,0.0003917549,0.00011486372,0.00028545098,0.000021296088],"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":[0.0032863384,0.00058301236,0.072308496,0.02261887,0.0021084764,0.00043319378,0.81189597,0.013113692,0.05038885,0.00041343586,0.009234545,0.013615139],"study_design_scores_gemma":[0.003661061,0.003868818,0.02272179,0.00024661628,0.0009734322,0.0000031059697,0.7120598,0.016210511,0.23174752,0.000113547976,0.0066477447,0.001746043],"about_ca_topic_score_codex":0.0054176147,"about_ca_topic_score_gemma":0.0017392174,"teacher_disagreement_score":0.18135868,"about_ca_system_score_codex":0.00034980904,"about_ca_system_score_gemma":0.000099497665,"threshold_uncertainty_score":0.9998503},"labels":[],"label_agreement":null},{"id":"W7011442556","doi":"","title":"Methods in Functional Data Analysis: Forecast Evaluation, Robust Serial Dependence Measures, and a Spatial Factor Copula Model","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ancient and Medieval Archaeology 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":"University of Waterloo; Government of Ontario","keywords":"Probabilistic logic; Copula (linguistics); Graphical model; Statistical graphics; Statistical model; Bayesian probability","score_opus":0.16056636899602328,"score_gpt":0.3021273356973799,"score_spread":0.1415609667013566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011442556","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":[0.9947182,0.00043125637,0.0020120533,0.00032185172,0.0010551912,0.0004462536,0.0005809089,0.000049488546,0.00038480383],"genre_scores_gemma":[0.42341504,0.00066075695,0.0074597592,0.000025390365,0.00043340362,0.000007347495,0.013733598,0.00005176903,0.5542129],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998493,0.00016078289,0.00016670357,0.0005041872,0.00045468737,0.00022061354],"domain_scores_gemma":[0.9990117,0.00007431929,0.00020426091,0.00028077955,0.00037244218,0.000056515564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071912847,0.0002010426,0.00047980587,0.0005313095,0.00034952737,0.000020501833,0.00030671182,0.00014526393,0.000444635],"category_scores_gemma":[0.000090108864,0.00020631972,0.00009858362,0.00012997258,0.0003049529,0.0002630796,0.0002324572,0.00020329951,0.000009240854],"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":[0.0009749345,0.000088468565,0.004897195,0.00022883023,0.0020645212,0.000016588354,0.96210897,0.0053573684,0.000120780474,0.0010162537,0.002117592,0.021008499],"study_design_scores_gemma":[0.0018404797,0.00012238792,0.0611022,0.00015288807,0.0045116097,8.3158284e-7,0.58552057,0.34346387,0.000026329744,0.0015991762,0.001028572,0.0006310763],"about_ca_topic_score_codex":0.086971946,"about_ca_topic_score_gemma":0.94661415,"teacher_disagreement_score":0.8596422,"about_ca_system_score_codex":0.000054774588,"about_ca_system_score_gemma":0.00016153224,"threshold_uncertainty_score":0.919108},"labels":[],"label_agreement":null},{"id":"W7011505440","doi":"","title":"On Memory for Everyday Symbols","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Safety Warnings and Signage","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","keywords":"Concreteness; Set (abstract data type); Recall; Encoding (memory); Word (group theory); Symbol (formal); Coding (social sciences); Recognition memory","score_opus":0.01845182088784039,"score_gpt":0.2543149809290116,"score_spread":0.23586316004117122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011505440","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":[0.98560894,0.000065278095,0.000012344967,0.00043689323,0.0022788686,0.0005982008,0.00013423507,0.00016544145,0.010699784],"genre_scores_gemma":[0.045710314,0.00002274116,0.00012532812,0.000036217327,0.00008243076,0.000003232568,0.001034778,0.00006716667,0.9529178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99874365,0.00006264372,0.00012871047,0.0004953078,0.00022050772,0.00034917827],"domain_scores_gemma":[0.9988765,0.00024015445,0.000275476,0.00040043885,0.00012420576,0.00008320166],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020463119,0.00025237494,0.00045758815,0.00036132731,0.00019790587,0.0000107891965,0.00041045295,0.0004771744,0.0017344952],"category_scores_gemma":[0.000029493758,0.00029780314,0.00033634767,0.00017817477,0.00004898243,0.00006046997,0.000029031211,0.00026842358,0.001251072],"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":[0.00366052,0.00029895245,0.00014952979,0.00075745315,0.0010207789,0.00024042143,0.67454267,0.00007292677,0.0036181784,0.008088106,0.29302907,0.014521375],"study_design_scores_gemma":[0.0037396203,0.0011225494,0.041194633,0.0006013205,0.0005882017,0.0000029968198,0.939534,0.00004972747,0.0008134129,0.0024699105,0.008834262,0.0010493358],"about_ca_topic_score_codex":0.009821543,"about_ca_topic_score_gemma":0.008268707,"teacher_disagreement_score":0.942218,"about_ca_system_score_codex":0.000053935168,"about_ca_system_score_gemma":0.00004462472,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W7011515860","doi":"","title":"A Misleading Tendency","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fetal and Pediatric Neurological Disorders","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":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Lying; Deception; Gesture; Simple (philosophy); Politics; Class (philosophy)","score_opus":0.016214147007635363,"score_gpt":0.22168094160767063,"score_spread":0.20546679460003525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011515860","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":[0.9922108,0.00014625808,5.8929106e-7,0.0013156642,0.00034329153,0.00022782719,0.000018417983,0.00013855401,0.0055985656],"genre_scores_gemma":[0.07730204,0.0006141242,0.0001347438,0.00004480371,0.00005800141,2.7777364e-7,0.0004810883,0.000026098942,0.9213388],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990951,0.000021884702,0.00009591006,0.00030233074,0.00025987177,0.00022492147],"domain_scores_gemma":[0.99945915,0.000038732647,0.00011957458,0.00018379105,0.00008558575,0.0001131601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005517487,0.00017106629,0.00039693367,0.00024945606,0.00008783977,0.0000045672537,0.00014991486,0.00029377683,0.00056523934],"category_scores_gemma":[0.00003553934,0.00016957796,0.00020497666,0.00028970596,0.00005227812,0.000046839155,0.000033019845,0.00031060455,0.0004972064],"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":[0.011390788,0.001989445,0.033028457,0.018184705,0.0023311405,0.008707906,0.46334013,0.000053852844,0.06822219,0.0009508961,0.3060662,0.085734315],"study_design_scores_gemma":[0.0066454783,0.004160964,0.43833467,0.0011516258,0.0036191666,0.00004908496,0.52747476,0.000314695,0.0011681841,0.0023675456,0.012978593,0.0017352146],"about_ca_topic_score_codex":0.009573041,"about_ca_topic_score_gemma":0.007954661,"teacher_disagreement_score":0.91574025,"about_ca_system_score_codex":0.000020899397,"about_ca_system_score_gemma":0.00006376861,"threshold_uncertainty_score":0.9970223},"labels":[],"label_agreement":null},{"id":"W7011519272","doi":"","title":"Mathematical modelling of supraglacial meltwater production and drainage","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Medical and Biological Sciences","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":"Meltwater; Surface runoff; Glacier; Greenland ice sheet; Cryosphere; Ice sheet; Hydrology (agriculture); Sea ice; Drainage","score_opus":0.024952594947225442,"score_gpt":0.22293078433095495,"score_spread":0.19797818938372952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011519272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967883,0.00009251679,0.000058852143,0.0014782709,0.00011018196,0.00016469783,0.000003983389,0.000012609247,0.0012905485],"genre_scores_gemma":[0.7467874,0.00013946493,0.003445572,0.000011306084,0.00006524346,2.0085236e-7,0.0001563936,0.000005142808,0.24938925],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991664,0.00003250786,0.00011673888,0.00026603858,0.00028424562,0.00013402686],"domain_scores_gemma":[0.999536,0.000022733473,0.00010888178,0.000107364904,0.00012590292,0.00009913787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018827796,0.000105658284,0.0004028448,0.00007107166,0.000061988685,0.000004304199,0.000077480545,0.0002153222,0.00054228597],"category_scores_gemma":[0.00006712047,0.00007698246,0.000090543545,0.000114538205,0.0002057543,0.000054294105,0.00003495314,0.0001516782,0.000005654128],"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":[0.00513148,0.0031133273,0.007178148,0.025759192,0.0011261209,0.00079006556,0.52209216,0.0001458619,0.36032966,0.014184704,0.0023520612,0.057797182],"study_design_scores_gemma":[0.0038377466,0.0030885409,0.03012352,0.00836559,0.0027042197,0.00014109744,0.79831636,0.009589526,0.107160114,0.034016673,0.0011070578,0.0015495694],"about_ca_topic_score_codex":0.0014019252,"about_ca_topic_score_gemma":0.0010324708,"teacher_disagreement_score":0.27622414,"about_ca_system_score_codex":0.000012018588,"about_ca_system_score_gemma":0.000046043995,"threshold_uncertainty_score":0.59376514},"labels":[],"label_agreement":null},{"id":"W7011527886","doi":"","title":"Model Based Design Framework Development of a Hybrid Supervisory Controller for a P4 Parallel Hybrid Vehicle","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Law and Political Science","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":"Powertrain; Component (thermodynamics); Chassis; Model-based design; Supervisory control; Automotive industry; Co-simulation; Software; Driving cycle; MATLAB","score_opus":0.04354268446542967,"score_gpt":0.25788418983565276,"score_spread":0.2143415053702231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011527886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9215249,0.00011612364,0.0749373,0.0013414426,0.00019607651,0.00079540734,0.00008853135,0.000042260497,0.00095798884],"genre_scores_gemma":[0.704724,0.000038907416,0.15529858,0.00012727763,0.000048891805,0.000006257241,0.00016796292,0.000021835262,0.13956629],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982608,0.00017324672,0.00019037268,0.00036889798,0.0005305832,0.00047607574],"domain_scores_gemma":[0.998629,0.00037789502,0.0001881157,0.00018107126,0.00041084905,0.00021309362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006351221,0.00018198843,0.00047459296,0.00009502779,0.00059428357,0.000029753945,0.0005439343,0.00017533319,0.00021533907],"category_scores_gemma":[0.00015100038,0.0002006444,0.00023164858,0.0001556719,0.00026197173,0.00016523189,0.00003525589,0.00016242285,0.000009598967],"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":[0.0030510048,0.0011829166,0.00046892825,0.001659201,0.0005657957,0.00008283477,0.8620285,0.011205275,0.008490337,0.08871562,0.005207596,0.017342037],"study_design_scores_gemma":[0.009493165,0.00069928373,0.0022162902,0.002800849,0.0011433731,0.0000015019372,0.5749973,0.25604862,0.059406597,0.07522145,0.014373209,0.0035983457],"about_ca_topic_score_codex":0.014558332,"about_ca_topic_score_gemma":0.018887216,"teacher_disagreement_score":0.28703114,"about_ca_system_score_codex":0.00012668862,"about_ca_system_score_gemma":0.001506269,"threshold_uncertainty_score":0.9990155},"labels":[],"label_agreement":null},{"id":"W7011587841","doi":"","title":"Modelling reduction and enrichment effects of urban stormwater best management practices on phosphorus at the watershed scale","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; Global Water Futures; Canada First Research Excellence Fund","keywords":"Stormwater; Watershed; Swale; Stormwater management; Eutrophication; Hydrology (agriculture); Detention basin; Wetland; Surface runoff","score_opus":0.013285089566366277,"score_gpt":0.206541658028242,"score_spread":0.19325656846187572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011587841","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":[0.9824347,0.0009041268,0.000025401636,0.0008521004,0.00068120874,0.002153076,0.00012672221,0.000451214,0.012371481],"genre_scores_gemma":[0.018892275,0.0018949723,0.00073657813,0.000005197094,0.00006505573,0.0000034548277,0.000058110076,0.000564027,0.97778034],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785566,0.00019053683,0.00015751692,0.00071479735,0.0006556347,0.00042585214],"domain_scores_gemma":[0.99801856,0.00007033257,0.0009978673,0.00074595073,0.000058275826,0.0001090065],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034688553,0.00043431783,0.0005441947,0.000587669,0.0002436095,0.000026022706,0.0004163041,0.00026297866,0.00020692244],"category_scores_gemma":[0.0000051816983,0.00036491276,0.00015751985,0.00028141652,0.0004019177,0.00019471864,0.00047976774,0.00024514418,0.0010708247],"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":[0.002816349,0.0012390199,0.0011684054,0.004964953,0.0043734503,0.0003742321,0.19376968,0.0092196185,0.010274376,0.00023793764,0.768145,0.0034169892],"study_design_scores_gemma":[0.013993529,0.0035936371,0.0012065779,0.009912036,0.010940058,0.000051259674,0.29692003,0.0070037963,0.06313677,0.00015842829,0.5887609,0.0043229554],"about_ca_topic_score_codex":0.08206833,"about_ca_topic_score_gemma":0.009342182,"teacher_disagreement_score":0.96540886,"about_ca_system_score_codex":0.00037324417,"about_ca_system_score_gemma":0.00001339824,"threshold_uncertainty_score":0.99988025},"labels":[],"label_agreement":null},{"id":"W7011624995","doi":"","title":"Molecular Phylogeography and Species Discrimination of Freshwater &lt;em&gt;Cladophora&lt;/em&gt;\\n(Cladophorales, Chlorophyta) in North America","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"German Literature 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":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Freshwater ecosystem; Phylogeography; Holarctic; Biogeography; Genus; Disjunct; Freshwater fish; Endemism","score_opus":0.008430094926933682,"score_gpt":0.18770696181281446,"score_spread":0.1792768668858808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011624995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899489,0.003022266,0.0000016474442,0.00014159565,0.00033783438,0.00033093535,0.00042885577,0.000032923304,0.00575504],"genre_scores_gemma":[0.8888134,0.00087078864,0.0002243073,0.000042608484,0.0001356208,0.0000019054348,0.0023387743,0.00003836039,0.107534274],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99832493,0.000059776223,0.0002926324,0.00048527232,0.00045894145,0.00037846004],"domain_scores_gemma":[0.99876225,0.000020999998,0.00040906956,0.000289809,0.0004380915,0.000079806254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000085071515,0.00044838627,0.00075505936,0.0007414198,0.00028804658,0.000086527696,0.00030444286,0.00020990927,0.0003243024],"category_scores_gemma":[0.000006770974,0.00043126676,0.0002832856,0.00024777654,0.00048393282,0.00030803808,0.000084743486,0.0003112635,0.000012441424],"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":[0.0004216999,0.00023171658,0.0010127155,0.0011703823,0.00035911796,0.00015911643,0.97803736,0.000011416917,0.008097961,0.0047270157,0.003787581,0.0019839318],"study_design_scores_gemma":[0.001247267,0.00053044956,0.0692674,0.00068731874,0.00059816026,0.0000024716978,0.81285214,0.000015471845,0.0021354808,0.0004408634,0.11112962,0.0010933751],"about_ca_topic_score_codex":0.0029614689,"about_ca_topic_score_gemma":0.5219539,"teacher_disagreement_score":0.5189924,"about_ca_system_score_codex":0.000036493035,"about_ca_system_score_gemma":0.000023815754,"threshold_uncertainty_score":0.9998139},"labels":[],"label_agreement":null},{"id":"W7011655515","doi":"","title":"Methane Cycling in Northern Peatlands Following Wildfire","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Preterm Birth and Chorioamnionitis","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":"Peat; Ecosystem; Greenhouse gas; Carbon cycle; Ecosystem respiration; Methane; Carbon dioxide; Water table; Soil respiration; Carbon sink","score_opus":0.008135275706402417,"score_gpt":0.22287482842933487,"score_spread":0.21473955272293246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011655515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948078,0.0011446212,8.4805885e-7,0.0005479796,0.0005821181,0.00024246403,0.000011568718,0.00007956549,0.0025830846],"genre_scores_gemma":[0.75860834,0.00026137597,0.00019300461,0.000013585038,0.00007154182,4.928936e-7,0.0014008238,0.000035798555,0.23941502],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988444,0.000032114167,0.00015226036,0.00037786836,0.00030730938,0.00028608044],"domain_scores_gemma":[0.9994739,0.00002581601,0.000104495884,0.00023478648,0.000031389358,0.00012958152],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012677776,0.00023753854,0.0005703168,0.00046382798,0.000059524897,0.000013549166,0.0001683732,0.00035104732,0.000047547583],"category_scores_gemma":[0.000018868237,0.0002615016,0.00037354426,0.0002734077,0.000028017355,0.000115102055,0.00003595237,0.00049452414,0.00006133469],"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":[0.0026246905,0.00032588374,0.26834223,0.004822362,0.0018908142,0.012486149,0.63445365,0.000014410637,0.026685411,0.000042682215,0.0014042656,0.046907417],"study_design_scores_gemma":[0.010069407,0.0011778432,0.21937212,0.016002873,0.0043314896,0.000105539635,0.7332563,0.00067593524,0.008031253,0.0006237516,0.0043526255,0.0020008476],"about_ca_topic_score_codex":0.024715565,"about_ca_topic_score_gemma":0.2307042,"teacher_disagreement_score":0.23683193,"about_ca_system_score_codex":0.00011827252,"about_ca_system_score_gemma":0.00016214467,"threshold_uncertainty_score":0.9999837},"labels":[],"label_agreement":null},{"id":"W7011716658","doi":"","title":"Nature Nurtures: Architectural Greenery Systems to Support Healing in Canadian Hospitals","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Green Space and Health","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":"Visitor pattern; Redevelopment; Architecture; Healthcare system; Health care; Palliative care; Level design; Landscape architecture","score_opus":0.0062304596398055434,"score_gpt":0.2091726582425535,"score_spread":0.20294219860274795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011716658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99512464,0.00023877721,9.041089e-7,0.0020405145,0.0005325573,0.00046049245,0.00009757854,0.000021321393,0.0014832378],"genre_scores_gemma":[0.67059016,0.00005760438,0.00037619143,0.0002234038,0.000056490593,0.0000011986731,0.00081348827,0.000031580803,0.3278499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981024,0.00007490158,0.0001669386,0.00055482547,0.00041075313,0.0006901724],"domain_scores_gemma":[0.99886703,0.000020953396,0.00014688678,0.0003627309,0.00003043612,0.0005719489],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021767632,0.00026946294,0.00048875634,0.00037954695,0.00019132649,0.000030109808,0.00046735426,0.0005655529,0.00092671765],"category_scores_gemma":[0.00001367091,0.0003166129,0.00012503857,0.00044685564,0.000053828808,0.00014665593,0.00007927725,0.0006563044,0.00018078541],"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":[0.00018541722,0.000074463525,0.6648386,0.00076378003,0.00009001862,0.0012573221,0.2788917,0.0029000295,0.0014806516,0.0001202411,0.046476673,0.0029210672],"study_design_scores_gemma":[0.0007153392,0.0004207807,0.72950983,0.0009458235,0.00009339736,0.000024019799,0.25465238,0.00024848888,0.00016920338,0.000035830824,0.01206913,0.0011157916],"about_ca_topic_score_codex":0.9920777,"about_ca_topic_score_gemma":0.99955803,"teacher_disagreement_score":0.32636666,"about_ca_system_score_codex":0.00082713435,"about_ca_system_score_gemma":0.00032857282,"threshold_uncertainty_score":0.9999866},"labels":[],"label_agreement":null},{"id":"W7011720995","doi":"","title":"Novel Copolymers Based on Methoxythiophene-Flanked Diketopyrrolopyrrole for Wearable Resistive Sensors","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Conducting polymers and applications","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":"University of Waterloo","funders":"","keywords":"Comonomer; Conjugated system; Polymer; Copolymer; Side chain; Dopant; Thiophene; Resistive touchscreen","score_opus":0.01823411859996563,"score_gpt":0.24567917321210053,"score_spread":0.2274450546121349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011720995","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":[0.9941612,0.00014966051,0.00021063024,0.002182068,0.0008090957,0.0006124145,0.0005647845,0.00014973541,0.0011604418],"genre_scores_gemma":[0.21501505,0.000032567452,0.014854376,0.00008009857,0.00013155834,0.000015151917,0.00070492533,0.000099960416,0.76906633],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983769,0.00006663604,0.00018033333,0.0006987441,0.00031619673,0.00036119344],"domain_scores_gemma":[0.9987152,0.00029776743,0.0002711649,0.00044832792,0.00015629063,0.0001112272],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003390036,0.00031522286,0.00048585766,0.00031292683,0.00036794005,0.00004904324,0.00042374386,0.00033143678,0.00046457307],"category_scores_gemma":[0.000046151803,0.0003450792,0.0002801233,0.00025768392,0.00012467889,0.00009003184,0.000041894808,0.00024790937,0.00013980876],"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":[0.000684013,0.0001102734,0.0000026132964,0.00045486802,0.000057556223,0.0000067255182,0.02416232,0.00042401146,0.9699666,0.0004476379,0.0030669875,0.00061640306],"study_design_scores_gemma":[0.0012478328,0.00031771997,0.00019155195,0.00072543084,0.00064124016,0.0000015439047,0.13101469,0.0030776612,0.8581319,0.0002606464,0.0036840632,0.0007057533],"about_ca_topic_score_codex":0.0138086965,"about_ca_topic_score_gemma":0.006565921,"teacher_disagreement_score":0.77914613,"about_ca_system_score_codex":0.000108041364,"about_ca_system_score_gemma":0.00019900566,"threshold_uncertainty_score":0.9999001},"labels":[],"label_agreement":null},{"id":"W7011754529","doi":"","title":"New urban ecological restoration techniques: Testing the short-term effects of adding deciduous leaf litter and plant residue compost on topsoil quality and native herbaceous plant establishment","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Seedling growth and survival studies","field":"Environmental Science","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":"Environment and Climate Change Canada","funders":"","keywords":"Compost; Topsoil; Herbaceous plant; Plant litter; Native plant; Litter; Germination; Deciduous; Plant community; Soil quality; Lawn","score_opus":0.020040593191088314,"score_gpt":0.2246422387498222,"score_spread":0.2046016455587339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011754529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99806064,0.00010577719,0.000010206894,0.00030789623,0.00009216541,0.00042825562,0.00004886502,0.00003273501,0.0009134478],"genre_scores_gemma":[0.9911214,0.00020918196,0.0011275538,0.00003756321,0.00004245859,0.0000022471495,0.00009891794,0.000014149916,0.0073465006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987453,0.00016671019,0.00016806278,0.00038202602,0.00032569157,0.00021216317],"domain_scores_gemma":[0.9987033,0.00077764643,0.00023425704,0.0001693376,0.000028867149,0.00008657773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003144822,0.00022100865,0.00037239003,0.00006490063,0.00035613085,0.00002327441,0.00020140481,0.00017958244,0.00001988488],"category_scores_gemma":[0.00012770135,0.0001587986,0.00004707984,0.000096625496,0.00021694497,0.00012241896,0.00015924666,0.00019090825,0.0000026343776],"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":[0.0026499648,0.0003461966,0.6492547,0.0010356228,0.00031087032,0.00023732426,0.19485217,0.00002252226,0.09139214,0.00030040505,0.006943108,0.052654974],"study_design_scores_gemma":[0.0004472236,0.00077815726,0.96981555,0.00071308046,0.000091518916,0.00000561152,0.0140520865,0.000019166864,0.013462979,0.00014346745,0.00014829088,0.00032288898],"about_ca_topic_score_codex":0.018381312,"about_ca_topic_score_gemma":0.020050092,"teacher_disagreement_score":0.32056084,"about_ca_system_score_codex":0.00013891737,"about_ca_system_score_gemma":0.00001881908,"threshold_uncertainty_score":0.99783146},"labels":[],"label_agreement":null},{"id":"W7011804672","doi":"","title":"Multi-scale Patterns of Breeding Habitat Selection in Sandhill Cranes Across Canada’s Eastern Boreal Forest","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Sandhill; Habitat; Boreal; Taiga; Silviculture; Wetland; Grus (genus)","score_opus":0.00837630633651673,"score_gpt":0.2104268631541483,"score_spread":0.20205055681763157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011804672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99892706,0.00010581932,0.000034216824,0.000088923756,0.00019810743,0.00007729398,0.00037873897,0.000029842377,0.0001599894],"genre_scores_gemma":[0.89797133,0.000077745426,0.00013434798,0.000002986472,0.00004796296,7.731437e-7,0.0011375154,0.00003750097,0.100589804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889284,0.000014071262,0.0002178317,0.00035043963,0.0002545875,0.00027022202],"domain_scores_gemma":[0.99936277,0.000024988036,0.00030728412,0.0001368291,0.00010526721,0.00006288395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000044714237,0.00024242136,0.00040951392,0.00008873312,0.00008415864,0.00001676524,0.00021758636,0.00027172914,0.00009283419],"category_scores_gemma":[0.0000062048557,0.0002900166,0.000117680596,0.00011567226,0.000030207586,0.00018107174,0.00004407494,0.00023776555,0.000002620267],"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":[0.00038103003,0.00014736943,0.5311005,0.004514028,0.000163708,0.000056945704,0.12518579,0.0001161538,0.32940587,0.000004644277,0.000093513765,0.008830407],"study_design_scores_gemma":[0.0012919843,0.00006196656,0.48879465,0.002894579,0.0002307032,0.0000070418455,0.32958332,0.004469769,0.17150499,0.0000090283875,0.00038855817,0.0007634302],"about_ca_topic_score_codex":0.88164055,"about_ca_topic_score_gemma":0.9982416,"teacher_disagreement_score":0.20439751,"about_ca_system_score_codex":0.00017585914,"about_ca_system_score_gemma":0.00013100587,"threshold_uncertainty_score":0.9999552},"labels":[],"label_agreement":null},{"id":"W7011911846","doi":"","title":"A Novel Solar Cell Ionotronic Energy Pathway Inspired by an Electric Eel","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Assisted Reproductive Technology and Twin Pregnancy","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":"Blackberry (Canada)","funders":"","keywords":"Solar cell; Solar energy; Energy conversion efficiency; Solar cell efficiency; Voltage; Energy transformation; Electric field; Electromotive force; Electric potential energy","score_opus":0.007290876004502958,"score_gpt":0.19137278170048888,"score_spread":0.18408190569598593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011911846","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":[0.99260074,0.0044423807,0.00021527069,0.0004752517,0.00025039044,0.00024585213,0.000043721437,0.00017639867,0.0015499999],"genre_scores_gemma":[0.43470126,0.0007682162,0.0010642438,0.000031761385,0.00004983162,0.0000016806929,0.0028373075,0.000052186122,0.5604935],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983296,0.00005908731,0.00016342428,0.0007999081,0.00026932714,0.0003786668],"domain_scores_gemma":[0.9984716,0.000015161725,0.00031887522,0.0007500782,0.00031203378,0.00013223827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000900918,0.0003285423,0.0006557073,0.0003882019,0.00021815221,0.000007979267,0.00030671956,0.0009054792,0.00019692935],"category_scores_gemma":[0.000020886742,0.00037862212,0.0002449824,0.00047077905,0.00010004884,0.00017177411,0.000059033187,0.0006290804,0.00001675253],"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":[0.0006329076,0.00168527,0.000549156,0.0006318282,0.00050296134,0.0002769584,0.015528434,0.0000033365022,0.9582353,0.0004035413,0.0018225835,0.019727677],"study_design_scores_gemma":[0.0059822146,0.002141422,0.012778925,0.0010984783,0.0016780297,0.00009939972,0.117419094,0.00021506584,0.84878224,0.00023957195,0.008311091,0.0012544453],"about_ca_topic_score_codex":0.008257082,"about_ca_topic_score_gemma":0.007605686,"teacher_disagreement_score":0.5589435,"about_ca_system_score_codex":0.00015401414,"about_ca_system_score_gemma":0.00044528578,"threshold_uncertainty_score":0.99986655},"labels":[],"label_agreement":null},{"id":"W7011970588","doi":"","title":"Nonlinearity and Gating in Superconducting Nanowire Single Photon Detectors","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Botany and Geology in Latin America and Caribbean","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":"University of Waterloo; Strong","keywords":"Detector; Photon; Nanowire; Quantum; Nonlinear system; Gating; Superconductivity; Key (lock)","score_opus":0.015589010300545538,"score_gpt":0.18423296258693117,"score_spread":0.16864395228638562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011970588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99872774,0.00011757923,3.8629647e-8,0.000115701194,0.00012476304,0.000107466774,0.000018687719,0.00002548337,0.0007625629],"genre_scores_gemma":[0.9782674,0.00006043987,0.00023530706,0.000011175788,0.000032403786,2.373674e-7,0.00015663556,0.0000013392404,0.021235093],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99923617,0.00006391843,0.00010847997,0.00029145015,0.00008968669,0.00021030483],"domain_scores_gemma":[0.9996465,0.000060902035,0.00013795972,0.000046843837,0.0000525271,0.000055268963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112141766,0.00015458529,0.00028570773,0.000027517299,0.00019166854,0.0000102070335,0.00016402164,0.0002961542,0.0004480497],"category_scores_gemma":[0.000017432169,0.000089174835,0.00007935023,0.00017396432,0.000118618795,0.00012858864,0.00004677798,0.00023966617,0.000004865648],"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":[0.00017257906,0.00018292519,0.07022135,0.0001309633,0.000049309234,0.00004162611,0.06687653,8.3211023e-7,0.7536955,0.000039647428,0.000030444759,0.108558305],"study_design_scores_gemma":[0.00048538434,0.0007458923,0.3464395,0.00039395932,0.000117157,0.000011018546,0.6145942,0.000091334055,0.035462715,0.0004438785,0.00046507586,0.000749862],"about_ca_topic_score_codex":0.080793686,"about_ca_topic_score_gemma":0.32509345,"teacher_disagreement_score":0.71823275,"about_ca_system_score_codex":0.000014403603,"about_ca_system_score_gemma":0.000007736124,"threshold_uncertainty_score":0.9253274},"labels":[],"label_agreement":null},{"id":"W7013897777","doi":"","title":"Search Party","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Exhibition; Commodification; Persona; Id, ego and super-ego; Third party; Paraphernalia","score_opus":0.023939892378125247,"score_gpt":0.2817934434768807,"score_spread":0.2578535510987554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7013897777","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":[0.9549254,0.000051848903,2.6380854e-7,0.0011309135,0.0006580508,0.00020941962,0.000025788126,0.000083176914,0.042915102],"genre_scores_gemma":[0.29438406,0.00018994205,0.0004957731,0.0000084503035,0.00012547664,2.4768235e-7,0.00014754824,0.000013430512,0.7046351],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99862415,0.00012507255,0.000093227216,0.0003078484,0.0004906311,0.0003590807],"domain_scores_gemma":[0.9989034,0.00004687462,0.00015730919,0.00025316456,0.00049790036,0.00014138539],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026748815,0.00015078858,0.00025262136,0.0003966397,0.0010601872,0.000049040464,0.00061413745,0.00030677902,0.0056388616],"category_scores_gemma":[0.000031736407,0.00019159557,0.00023323476,0.0003173492,0.0005501821,0.00033921044,0.000055126115,0.00028556376,0.0007043454],"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":[0.00016849328,0.00010976921,0.001235119,0.000090041816,0.00016621721,0.000021759444,0.9418136,0.0000015601636,0.00061267836,0.002814465,0.052199323,0.0007670051],"study_design_scores_gemma":[0.00015538074,0.00010775974,0.0073499857,0.00008941666,0.00009485235,2.7412636e-7,0.9526051,0.000004533708,0.00030837968,0.00027535568,0.038787633,0.00022132497],"about_ca_topic_score_codex":0.3525549,"about_ca_topic_score_gemma":0.9138393,"teacher_disagreement_score":0.66172,"about_ca_system_score_codex":0.00008104368,"about_ca_system_score_gemma":0.00016349764,"threshold_uncertainty_score":0.99527013},"labels":[],"label_agreement":null},{"id":"W7013898129","doi":"","title":"Customer Service","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Storytelling; Customer advocacy; Customer service; Variety (cybernetics); Narrative; Service (business); Customer to customer; Service design","score_opus":0.018988038145433116,"score_gpt":0.25272239972462524,"score_spread":0.2337343615791921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7013898129","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":[0.89179873,0.000043458465,6.9918275e-7,0.0028016425,0.00061288377,0.0001993111,0.000023003713,0.00004918966,0.10447108],"genre_scores_gemma":[0.22858953,0.00015525245,0.000064443746,0.00005673862,0.000048213315,9.14638e-8,0.00012904961,0.000013834298,0.77094287],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989638,0.00008714735,0.00006132473,0.00023593292,0.00040877436,0.00024302072],"domain_scores_gemma":[0.99919236,0.000045841753,0.00019747176,0.000203752,0.00028008138,0.00008051497],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025222052,0.00013074407,0.0002506263,0.0001394307,0.00045925903,0.000029962668,0.00048750278,0.0004198178,0.0010652342],"category_scores_gemma":[0.00001133213,0.0001613941,0.00011631105,0.00019564701,0.00009806432,0.00021656253,0.000036130547,0.00031180904,0.001061854],"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":[0.00006067472,0.00005062768,0.00010842697,0.00021988314,0.00006962673,0.000012190394,0.9759018,0.0000028946672,0.0010526458,0.018072503,0.0029143034,0.0015344667],"study_design_scores_gemma":[0.0003122498,0.000026474234,0.0017866672,0.00017827433,0.000110464964,1.8157981e-7,0.87737584,0.0000146902685,0.000218158,0.0006734535,0.1189497,0.00035385523],"about_ca_topic_score_codex":0.34949347,"about_ca_topic_score_gemma":0.53134555,"teacher_disagreement_score":0.6664718,"about_ca_system_score_codex":0.00008371963,"about_ca_system_score_gemma":0.00031458057,"threshold_uncertainty_score":0.99984795},"labels":[],"label_agreement":null},{"id":"W7013961019","doi":"","title":"Fringe Benefits","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning 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":"Boundary (topology); Odds; Liability; Agriculture; State (computer science); Investment (military); Agricultural development","score_opus":0.01575951304358202,"score_gpt":0.22467202300873423,"score_spread":0.2089125099651522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7013961019","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":[0.9682241,0.00029376452,6.40553e-7,0.0004816289,0.0006125381,0.00009874089,0.00004888614,0.00006521931,0.030174488],"genre_scores_gemma":[0.061436478,0.00028134516,0.000444109,0.000010726578,0.00016784162,9.511087e-8,0.000110908615,0.000012058894,0.9375364],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990279,0.000044004773,0.00006190818,0.00024614748,0.0003672563,0.00025278874],"domain_scores_gemma":[0.99931276,0.00002552216,0.00022587279,0.00017576748,0.00016897428,0.00009107767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016648062,0.00012296678,0.00021576376,0.00009300836,0.00048543717,0.000020591335,0.00042646998,0.00029141502,0.0004452244],"category_scores_gemma":[0.000033011078,0.0001569974,0.000103878854,0.00015554827,0.0001579091,0.00015971981,0.000025046245,0.00014574033,0.000233662],"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":[0.0001041866,0.00004372658,0.0026466409,0.00008674884,0.00007098271,0.000020950418,0.8871905,0.0000027811673,0.000093153525,0.0029556032,0.10193195,0.004852774],"study_design_scores_gemma":[0.00048182267,0.0001385855,0.044984695,0.00065827544,0.00016955107,3.990489e-7,0.63800913,0.000011592961,0.00045761283,0.00029737788,0.31419376,0.00059718627],"about_ca_topic_score_codex":0.27953413,"about_ca_topic_score_gemma":0.53140616,"teacher_disagreement_score":0.9073619,"about_ca_system_score_codex":0.000074056596,"about_ca_system_score_gemma":0.0001449465,"threshold_uncertainty_score":0.7252635},"labels":[],"label_agreement":null},{"id":"W7014189048","doi":"","title":"A palliative approach to care for people living with dementia: exploring perspectives from health and social care providers working in long-term care","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Palliative care; Dementia; Health care; Qualitative research; Population; Curative care; End-of-life care; Social work","score_opus":0.06351567832825807,"score_gpt":0.30559507296591637,"score_spread":0.24207939463765832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014189048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852477,0.01261092,0.00012855392,0.00035693825,0.00006206826,0.001347489,0.00008437993,0.000032232056,0.00012975234],"genre_scores_gemma":[0.98778373,0.00085720257,0.008660276,0.000023388597,0.00009336621,0.000017560269,0.0019995545,0.000045664263,0.00051928486],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99865687,0.000057162662,0.00014909668,0.0005747565,0.00027880337,0.0002832832],"domain_scores_gemma":[0.9990077,0.000069122376,0.00025716826,0.0001256081,0.00039654292,0.00014383672],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000030559186,0.00028353743,0.00087287306,0.00026670765,0.00022014744,0.000017560014,0.0001350616,0.00015231673,0.000004627151],"category_scores_gemma":[0.000027928088,0.0003087378,0.00013830236,0.0002307404,0.000051917377,0.00014203119,0.000062116975,0.00024392693,4.3065117e-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":[0.0006521111,0.00003154772,0.24188846,0.0058536786,0.00028686202,0.000008029281,0.7490319,0.0000067120695,0.000054316184,0.0000106571715,0.000014966231,0.0021607615],"study_design_scores_gemma":[0.0012958319,0.00048299073,0.16387169,0.005838961,0.00031722712,1.3698235e-7,0.8277694,0.0000061182677,0.00014414854,8.417652e-7,0.00005300207,0.00021963782],"about_ca_topic_score_codex":0.02421829,"about_ca_topic_score_gemma":0.19075188,"teacher_disagreement_score":0.16653359,"about_ca_system_score_codex":0.00043598673,"about_ca_system_score_gemma":0.00032918403,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W7014237363","doi":"","title":"The Optometric Management of Concussion","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Poison control; Population; Vision rehabilitation; Concussion","score_opus":0.025035040826324878,"score_gpt":0.28750863825692563,"score_spread":0.2624735974306007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014237363","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":[0.98917526,0.00040856158,0.0000022558,0.0010851518,0.00023242597,0.0006601661,0.000025918236,0.000025209669,0.008385048],"genre_scores_gemma":[0.14567801,0.0008662606,0.0007762503,0.0000049801847,0.000011088146,0.0000014540994,0.0003317469,0.000022176157,0.85230803],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9984598,0.00008030261,0.00015645367,0.00022978937,0.0008525378,0.00022109303],"domain_scores_gemma":[0.99891376,0.00011844408,0.0002485772,0.00047985598,0.00015768819,0.000081679726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039171864,0.00013629858,0.00036705847,0.0005180005,0.00025829772,0.0000068489608,0.0004276379,0.00011676457,0.0016231799],"category_scores_gemma":[0.000019651025,0.000112517184,0.00018743517,0.000776012,0.0001252642,0.00004466724,0.00014971104,0.00034143444,0.000029222598],"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":[0.018299006,0.0018141747,0.007523735,0.027884038,0.008172597,0.0013402675,0.32015824,0.000033920394,0.010961993,0.010168004,0.09413557,0.49950844],"study_design_scores_gemma":[0.0030798577,0.0009205566,0.13506584,0.00087623985,0.00079581904,0.0000088322595,0.84260494,0.000088605426,0.0019785694,0.000109269815,0.0142085,0.00026299027],"about_ca_topic_score_codex":0.003714312,"about_ca_topic_score_gemma":0.00068156683,"teacher_disagreement_score":0.843923,"about_ca_system_score_codex":0.00013051994,"about_ca_system_score_gemma":0.000089931236,"threshold_uncertainty_score":0.99928945},"labels":[],"label_agreement":null},{"id":"W7014310793","doi":"","title":"A Place to Grow? A Comparative Content Analysis of London and Toronto Ontario and the Importance of Public Green Spaces for Community Well-Being During and After COVID-19","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Green Space and Health","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":"Overcrowding; Public space; Urban planning; Public health; Equity (law); Community resilience; Placemaking; Commons; Built environment","score_opus":0.029263177010814535,"score_gpt":0.24258873202758904,"score_spread":0.2133255550167745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014310793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99727905,0.0005779344,0.000015229523,0.0012979121,0.000014942323,0.0005995498,0.000051663257,0.000005508977,0.00015818437],"genre_scores_gemma":[0.9654766,0.00034007913,0.00046355175,0.00008348952,0.0000033254166,0.0000037843738,0.00009736374,0.000007695801,0.03352413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889857,0.00019209649,0.00018673863,0.00029921587,0.00022222957,0.00020113913],"domain_scores_gemma":[0.9988805,0.0001910155,0.0003813093,0.00028064378,0.00006448434,0.00020203507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004805462,0.00018912579,0.00077214406,0.000113465314,0.00031701266,0.000021527765,0.0001960078,0.000111511225,0.00029531753],"category_scores_gemma":[0.000018303303,0.00017217845,0.00010912401,0.0002183964,0.0003898959,0.0002592804,0.00023296333,0.0001662211,3.3108913e-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":[0.0010860468,0.000047645735,0.5938793,0.00032299856,0.00041694267,0.0000033568078,0.40373608,0.000012420538,0.00033692637,0.00004820216,0.000057514222,0.00005257211],"study_design_scores_gemma":[0.0016107152,0.00015358394,0.64697355,0.00006344015,0.0008066857,0.0000011819853,0.3498323,0.00012895395,0.00007452536,0.000030172147,0.0001691357,0.0001557502],"about_ca_topic_score_codex":0.9229019,"about_ca_topic_score_gemma":0.999189,"teacher_disagreement_score":0.07628713,"about_ca_system_score_codex":0.00031491788,"about_ca_system_score_gemma":0.00006886547,"threshold_uncertainty_score":0.70212334},"labels":[],"label_agreement":null},{"id":"W7014453143","doi":"","title":"Performance of Large Diameter Residential Drinking Water Wells - Biofilm Growth: Laboratory and Field Testing","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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 well; Groundwater; Casing; Contamination; Surface water; Water storage","score_opus":0.011383590614414652,"score_gpt":0.1956324848675868,"score_spread":0.18424889425317215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014453143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978011,0.00001103916,0.000004723651,0.00008359985,0.00013638246,0.00013251667,0.000016091575,0.000021391641,0.0017931025],"genre_scores_gemma":[0.9362163,0.00003091463,0.0008192662,0.000035015495,0.000012538659,2.8316214e-7,0.000067494184,0.000013177121,0.062805034],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989694,0.00007937259,0.00016008252,0.0003021849,0.00024814217,0.000240853],"domain_scores_gemma":[0.99946004,0.000041546304,0.00018344028,0.00018540761,0.00006112822,0.00006842073],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030198004,0.0001685624,0.00026185348,0.000105865794,0.00015582392,0.000011437952,0.00024762508,0.00020982242,0.0013971293],"category_scores_gemma":[0.000021476428,0.00015944106,0.000060624476,0.00011695264,0.00011193946,0.0003518731,0.0001762133,0.00017631275,0.00007984442],"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":[0.00047562819,0.00020903377,0.5185095,0.0012149466,0.000107746746,0.000036754922,0.18291663,0.0000052854507,0.29127535,0.00007967283,0.0014735893,0.0036958517],"study_design_scores_gemma":[0.00086854765,0.00040859942,0.36642864,0.00030000834,0.00015600178,0.0000013273662,0.014189025,0.00028764078,0.61628026,0.00010790007,0.0004248258,0.0005472076],"about_ca_topic_score_codex":0.02826447,"about_ca_topic_score_gemma":0.01271378,"teacher_disagreement_score":0.3250049,"about_ca_system_score_codex":0.000031525407,"about_ca_system_score_gemma":0.000010336911,"threshold_uncertainty_score":0.9995157},"labels":[],"label_agreement":null},{"id":"W7014463472","doi":"","title":"Plastic Pollution in the Canadian Great Lakes: Drivers, Barriers and Policy Recommendations","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microplastics and Plastic Pollution","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":"Plastic pollution; Scarcity; Legislature; Qualitative research; Pollution; Government (linguistics); Public policy","score_opus":0.006045819640374562,"score_gpt":0.19003289526446593,"score_spread":0.18398707562409136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014463472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99284476,0.000020006555,0.0000059833415,0.0033911222,0.00028017786,0.0002179067,0.00046248743,0.000009641016,0.002767934],"genre_scores_gemma":[0.94211584,0.0001520091,0.00012728473,0.00010075698,0.000019828665,0.0000010185548,0.0008389049,0.000011940887,0.05663243],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990812,0.00010249138,0.00008860968,0.00024883536,0.00021978871,0.00025906332],"domain_scores_gemma":[0.999519,0.00006358646,0.00010771514,0.00014613791,0.000007940985,0.0001556576],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016827976,0.00014534683,0.00014690337,0.00031900257,0.00071371265,0.000024182238,0.0002718034,0.00013793365,0.0047412124],"category_scores_gemma":[0.000059305305,0.00015158467,0.000045163433,0.00036812684,0.000136025,0.00012416838,0.000052775093,0.0002724132,0.0000440923],"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":[0.0003842209,0.0001320834,0.03539708,0.00021105897,0.00017809121,0.00025070133,0.8207936,0.00667223,0.0027692856,0.0060650725,0.11485792,0.012288614],"study_design_scores_gemma":[0.0015065081,0.00031442934,0.37434682,0.00015603051,0.0002906328,0.000028471906,0.47550046,0.0028110787,0.000043128442,0.0007736975,0.14336245,0.0008662723],"about_ca_topic_score_codex":0.87598145,"about_ca_topic_score_gemma":0.99286294,"teacher_disagreement_score":0.34529316,"about_ca_system_score_codex":0.0006664795,"about_ca_system_score_gemma":0.00020866242,"threshold_uncertainty_score":0.9961686},"labels":[],"label_agreement":null},{"id":"W7014656968","doi":"","title":"A Radar-Based In-Cabin Health Monitoring System","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Non-Invasive Vital Sign Monitoring","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":"University of Waterloo","funders":"","keywords":"Vital signs; Respiratory monitoring; Health care; Radar; Heartbeat; Remote patient monitoring","score_opus":0.009452043672161129,"score_gpt":0.20140481058559875,"score_spread":0.19195276691343763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014656968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99358,0.0017147239,0.000055390847,0.00007852461,0.002981613,0.0003774313,0.000034990157,0.00048501618,0.00069233956],"genre_scores_gemma":[0.97021306,0.00013502869,0.0021248225,0.0000012948879,0.00019820547,0.0000022135403,0.00014839304,0.000128778,0.02704818],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998591,0.00004611395,0.00022020932,0.0003695737,0.0003390996,0.00043399495],"domain_scores_gemma":[0.99934596,0.000041456504,0.000106972795,0.0003060564,0.000059797243,0.00013978127],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017296702,0.0003464579,0.00058043934,0.00072815095,0.00008681575,0.00003414397,0.00034285383,0.0002875606,0.000014556517],"category_scores_gemma":[0.0000049283335,0.00045759729,0.00017835158,0.00046965477,0.000024725474,0.00016710434,0.000034294622,0.0005160357,0.000113683585],"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":[0.0005836504,0.00026701414,0.01918076,0.111674525,0.0012940909,0.0029937704,0.46835035,0.023488514,0.341245,0.00065079395,0.004464504,0.025807057],"study_design_scores_gemma":[0.002864085,0.0004152651,0.015178226,0.03152908,0.0003489069,0.0000123300715,0.81228185,0.003945296,0.12996079,0.00009740173,0.000875342,0.0024914127],"about_ca_topic_score_codex":0.01842718,"about_ca_topic_score_gemma":0.010988062,"teacher_disagreement_score":0.34393153,"about_ca_system_score_codex":0.0010890831,"about_ca_system_score_gemma":0.0001429147,"threshold_uncertainty_score":0.99978757},"labels":[],"label_agreement":null},{"id":"W7014670872","doi":"","title":"Quantifying the role of reservoirs in altering phosphorus dynamics using a combination of data analysis and process modeling","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Sink (geography); Hydrology (agriculture); Eutrophication; Anoxic waters; Watershed; Inlet; Water quality; Aquatic ecosystem","score_opus":0.023368375462011152,"score_gpt":0.2483053216093967,"score_spread":0.22493694614738555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014670872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99907124,0.00011333373,0.00035590425,0.000018937084,0.000026327662,0.00018216994,0.00012474795,0.0000037028606,0.00010361205],"genre_scores_gemma":[0.9976507,0.0000753747,0.00093060115,4.6314594e-7,0.0000012431153,2.5790698e-7,0.00062038423,0.00000911181,0.0007118571],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903095,0.00006375648,0.00020553701,0.00027728925,0.00030505814,0.00011739646],"domain_scores_gemma":[0.9991029,0.00003566314,0.00043992494,0.0003771268,0.000022524882,0.000021891434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043997244,0.000109854176,0.00034597458,0.00017833429,0.00013048858,0.000007267379,0.00053751067,0.00007797591,0.000061261184],"category_scores_gemma":[0.00000996072,0.000114405135,0.000053223255,0.00058895897,0.00005558024,0.0002592932,0.00030451763,0.00014808295,2.2787076e-7],"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":[0.00016681281,0.00010678452,0.34020323,0.000617977,0.000270639,0.0000047985695,0.11578642,0.5384326,0.0019496348,0.00036386552,0.0000010278482,0.0020962483],"study_design_scores_gemma":[0.00012888055,0.000018800374,0.0058374475,0.00008125881,0.00022410828,4.113016e-7,0.17655262,0.8168168,0.0000794568,0.00017265433,0.0000014255187,0.00008612629],"about_ca_topic_score_codex":0.25042942,"about_ca_topic_score_gemma":0.39064196,"teacher_disagreement_score":0.33436576,"about_ca_system_score_codex":0.000118891134,"about_ca_system_score_gemma":0.000023597919,"threshold_uncertainty_score":0.754562},"labels":[],"label_agreement":null},{"id":"W7014721991","doi":"","title":"Remote sensing of chlorophyll-a in small inland waters","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Marine and coastal ecosystems","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":"Water quality; In situ; Calibration; Algae; Algal bloom; Range (aeronautics)","score_opus":0.008608514610125169,"score_gpt":0.16815467556494276,"score_spread":0.1595461609548176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014721991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936635,0.00007209251,0.0000024589701,0.000067262685,0.0003248171,0.00015829626,0.00007802389,0.000012659426,0.0056208745],"genre_scores_gemma":[0.7917113,0.0001243858,0.0006617649,0.000007863948,0.000022100618,6.4843095e-9,0.0016460101,0.000007385635,0.2058192],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99908984,0.00008299077,0.00016116747,0.00025825092,0.00019587921,0.00021186878],"domain_scores_gemma":[0.99943006,0.00003376874,0.00023974567,0.00019190667,0.000045633395,0.000058910042],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017759293,0.00015561955,0.00039159134,0.0003255921,0.00008882985,0.000009198498,0.00025663464,0.00012534362,0.0010071738],"category_scores_gemma":[0.000005978083,0.00017063467,0.000108911874,0.00023566913,0.00003366112,0.00008716748,0.000031943382,0.0002215978,0.000020984964],"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":[0.0026760064,0.000073427516,0.1723279,0.0036537254,0.00030014003,0.0010394757,0.2616197,0.0045246137,0.0010231191,0.00002378921,0.00083371316,0.5519044],"study_design_scores_gemma":[0.0022630934,0.00093666185,0.4114641,0.0007481733,0.00022394801,0.000026718912,0.5499507,0.023904512,0.00086832425,0.00050403416,0.007878679,0.0012310733],"about_ca_topic_score_codex":0.7231266,"about_ca_topic_score_gemma":0.6786189,"teacher_disagreement_score":0.5506733,"about_ca_system_score_codex":0.000011063535,"about_ca_system_score_gemma":0.00006573122,"threshold_uncertainty_score":0.99990606},"labels":[],"label_agreement":null},{"id":"W7014791544","doi":"","title":"Quality-Driven Cross-Layer Protocols for Video Streaming over Vehicular Ad-Hoc Networks","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vehicular Ad Hoc Networks (VANETs)","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 of Waterloo","keywords":"Retransmission; Transmission (telecommunications); Limit (mathematics); Quality (philosophy); Frame (networking); Protocol (science)","score_opus":0.01868761891125962,"score_gpt":0.2551241263247991,"score_spread":0.23643650741353947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014791544","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":[0.9870347,0.0006708898,0.0010692427,0.000015249495,0.0005607754,0.009587217,0.00011693679,0.00045196203,0.0004930421],"genre_scores_gemma":[0.3784672,0.0010162437,0.029647153,0.00011120056,0.0013370586,0.00150591,0.009394207,0.0015908625,0.57693017],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99764377,0.000085120875,0.00039121843,0.0006544454,0.00041235102,0.0008131137],"domain_scores_gemma":[0.9982468,0.00008684424,0.00037745677,0.000763941,0.0002948286,0.00023014945],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032256896,0.0006243953,0.0009379569,0.00026220127,0.00027105137,0.00007954963,0.0007464193,0.000878304,0.00028231976],"category_scores_gemma":[0.000017668342,0.00077998574,0.00057497027,0.00023525865,0.00009937664,0.00044964277,0.00008841414,0.0006517014,0.000041142885],"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":[0.0013450664,0.00020162262,0.0024681515,0.0043338304,0.0016284401,0.00016168311,0.03588732,0.9275892,0.007934614,0.00032902756,0.006434194,0.011686868],"study_design_scores_gemma":[0.009742881,0.00089136825,0.047745787,0.004287008,0.0012058285,0.000015935671,0.027094958,0.8243129,0.004352683,0.00049895013,0.07469492,0.0051567373],"about_ca_topic_score_codex":0.0026823916,"about_ca_topic_score_gemma":0.035625488,"teacher_disagreement_score":0.6085675,"about_ca_system_score_codex":0.0002121267,"about_ca_system_score_gemma":0.000076543205,"threshold_uncertainty_score":0.9994651},"labels":[],"label_agreement":null},{"id":"W7014815588","doi":"","title":"Retinal and Optic Nerve Head Vascular Reactivity in Primary Open Angle Glaucoma","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Glaucoma and retinal 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":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Glaucoma Research Society of Canada; American Optometric Foundation; Glaucoma Research Foundation","keywords":"Retinal; Open angle glaucoma; Optic nerve; Hemodynamics; Hyperventilation; Glaucoma; Vasoconstriction; Hypercapnia; Blood flow","score_opus":0.009117603442250991,"score_gpt":0.22455265497935203,"score_spread":0.21543505153710105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014815588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99275154,0.0006636451,9.767626e-7,0.0010294785,0.00006822618,0.0007523287,0.000008454204,0.00002652059,0.0046988577],"genre_scores_gemma":[0.72739714,0.0008664954,0.0034851278,0.0000795612,0.000044646793,0.0000016284365,0.0017396096,0.00006257533,0.26632324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986886,0.00009458099,0.00015208205,0.00047367308,0.00030022516,0.0002908782],"domain_scores_gemma":[0.9991913,0.000026468111,0.00018805357,0.00034408967,0.00010418626,0.00014592778],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023469786,0.00026791336,0.0007618039,0.0003046797,0.00011763095,0.000023062677,0.00028468203,0.00035516714,0.000060691214],"category_scores_gemma":[0.00001862728,0.0002880166,0.00017140734,0.00023482104,0.000103100494,0.00023558422,0.00010788599,0.00044174606,0.000012736683],"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":[0.023312904,0.005011186,0.5713266,0.010669373,0.0012219463,0.011277353,0.19792359,0.000002859957,0.08696756,0.00063991407,0.0059985924,0.08564813],"study_design_scores_gemma":[0.0027019284,0.0006813708,0.95903814,0.001034541,0.00034456217,0.00005155563,0.03494479,0.000040273277,0.00025163067,0.000121749574,0.0004967008,0.00029274725],"about_ca_topic_score_codex":0.064043015,"about_ca_topic_score_gemma":0.054803725,"teacher_disagreement_score":0.38771155,"about_ca_system_score_codex":0.0001278588,"about_ca_system_score_gemma":0.00016174985,"threshold_uncertainty_score":0.9999572},"labels":[],"label_agreement":null},{"id":"W7014853589","doi":"","title":"Re-storying Dammed Waters: Towards Kichisippi Pimisi (American Eel) Recovery in Algonquin Provincial Park","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"National park; Recreation; Hydropower; Colonialism; Psychological intervention; Habitat; Logging; Intervention (counseling)","score_opus":0.011541542539734374,"score_gpt":0.25166894309709215,"score_spread":0.24012740055735776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014853589","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":[0.9663353,0.00018289761,0.000002547124,0.0013115663,0.0026301807,0.00082171365,0.00004450722,0.00011322493,0.028558047],"genre_scores_gemma":[0.13738142,0.0053565,0.00090474455,0.00003226192,0.0006789457,0.0000014572086,0.00076925755,0.000066904475,0.8548085],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972706,0.00039415932,0.0002845409,0.0006514648,0.0006467386,0.0007525112],"domain_scores_gemma":[0.9987445,0.00008373355,0.00039772232,0.00031389538,0.00022950066,0.00023067414],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009085295,0.00031265695,0.0005968303,0.0007333708,0.0021737078,0.000073621355,0.0006206333,0.00047727997,0.00021203456],"category_scores_gemma":[0.000015261357,0.0003322774,0.00022234557,0.0006382279,0.00038660702,0.0004285235,0.000007770501,0.00054064207,0.0001251334],"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":[0.0002028491,0.00010872057,0.00018111382,0.0004249319,0.000060016515,0.000050162893,0.9919046,0.000007804676,0.00001970422,0.00089233025,0.00076123147,0.005386516],"study_design_scores_gemma":[0.00028019154,0.00017068446,0.0018369054,0.0004361088,0.00011941244,3.487032e-7,0.87249184,0.0000118855605,0.00012708659,0.00048466757,0.12356421,0.00047666635],"about_ca_topic_score_codex":0.9439311,"about_ca_topic_score_gemma":0.99728686,"teacher_disagreement_score":0.82895386,"about_ca_system_score_codex":0.0011701813,"about_ca_system_score_gemma":0.011416964,"threshold_uncertainty_score":0.9999129},"labels":[],"label_agreement":null},{"id":"W7014953690","doi":"","title":"The Relationship Between Attachment Insecurity and OCD Symptom Severity: The Mediating Role of Fear of Compassion","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Obsessive-Compulsive Spectrum Disorders","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":"University of Waterloo","keywords":"Worry; Anxiety; Insecure attachment; Attachment theory; Self-compassion; Empathy","score_opus":0.015969421264267862,"score_gpt":0.2682718085375774,"score_spread":0.25230238727330956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014953690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965216,0.00043622864,0.000001957574,0.0014495619,0.00030798712,0.00043507715,0.00012794524,0.000035226214,0.0006844238],"genre_scores_gemma":[0.98092335,0.000079150115,0.000063028776,0.000003725006,0.000032476695,0.0000013595001,0.0003842895,0.000027711068,0.018484877],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998373,0.00036938302,0.00027648182,0.00032412654,0.00039877038,0.00025824262],"domain_scores_gemma":[0.9971633,0.0013012873,0.00086485554,0.00046054658,0.0001487942,0.000061208215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042026426,0.0002184562,0.00048043617,0.00020011474,0.000470431,0.000012816845,0.000523514,0.00029284784,0.000058759517],"category_scores_gemma":[0.000094944684,0.00018041705,0.00016284022,0.00033969755,0.0003627336,0.0000848086,0.00014356546,0.0004668509,0.000022325275],"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":[0.00021650325,0.000069349284,0.6691441,0.00024782028,0.00036366342,0.0000035954185,0.32236874,0.000009227142,0.00024768303,0.0035985303,0.00074682175,0.0029839494],"study_design_scores_gemma":[0.0004587468,0.00007594573,0.69186693,0.00012401585,0.00016251985,3.621778e-7,0.3053848,0.000033316253,0.000120046745,0.0015664488,0.00009131728,0.00011552853],"about_ca_topic_score_codex":0.027637307,"about_ca_topic_score_gemma":0.020986183,"teacher_disagreement_score":0.022722816,"about_ca_system_score_codex":0.000052787374,"about_ca_system_score_gemma":0.000059645037,"threshold_uncertainty_score":0.99687827},"labels":[],"label_agreement":null},{"id":"W7015086753","doi":"","title":"Security Evaluations of GitHub's Copilot","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software Engineering Research","field":"Computer Science","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":"Blackberry (Canada)","funders":"","keywords":"Vulnerability (computing); Set (abstract data type); Code (set theory); Vulnerability management; Vulnerability assessment","score_opus":0.019828913603516518,"score_gpt":0.25794415196958526,"score_spread":0.23811523836606874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015086753","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":[0.997256,0.00007743588,0.0009717688,0.00034773073,0.0005852586,0.00027311067,0.000034806893,0.00027914892,0.00017475006],"genre_scores_gemma":[0.4915965,0.00019215126,0.010578862,0.000005611829,0.000056320172,0.0000022438048,0.00048220952,0.00006348991,0.49702263],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984949,0.00006409996,0.00012957271,0.00036577164,0.0006933835,0.0002522352],"domain_scores_gemma":[0.9983362,0.0002926297,0.00016930353,0.0006515814,0.00045896153,0.00009135425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003313386,0.0001607604,0.00032742776,0.00055017235,0.00010037715,0.00002239881,0.0012833698,0.00018871295,0.00007200071],"category_scores_gemma":[0.00018323566,0.00020357674,0.00014223713,0.0007717366,0.00006266634,0.0002517016,0.0002167021,0.00025949132,0.00013653903],"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":[0.00021339246,0.0005830767,0.007466077,0.004868853,0.0010334479,0.00023196335,0.8977312,0.0030887835,0.012047089,0.00962464,0.043216296,0.0198952],"study_design_scores_gemma":[0.0054208497,0.0020144735,0.65340346,0.0035362048,0.00066283415,0.000015126958,0.21483912,0.0578638,0.04511698,0.0113344,0.0023784938,0.003414242],"about_ca_topic_score_codex":0.013360926,"about_ca_topic_score_gemma":0.00987884,"teacher_disagreement_score":0.6828921,"about_ca_system_score_codex":0.00007879093,"about_ca_system_score_gemma":0.00024891703,"threshold_uncertainty_score":0.9932092},"labels":[],"label_agreement":null},{"id":"W7015087760","doi":"","title":"Soft Tissue Thickness and Composition surrounding the Proximal Femur","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Bone health and osteoporosis 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":"University of Waterloo","funders":"","keywords":"Soft tissue; Greater trochanter; Femur; Fracture (geology); Adipose tissue; Lesser Trochanter; Hip fracture","score_opus":0.022674551205244708,"score_gpt":0.2840215199687029,"score_spread":0.2613469687634582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015087760","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":[0.99308205,0.00027585562,0.0000036218983,0.0052278214,0.00023571108,0.00076286425,0.000020532452,0.00006945211,0.0003220839],"genre_scores_gemma":[0.41642085,0.00056842,0.0002857142,0.000059860777,0.00010482011,0.0000023185748,0.0011618248,0.000047519683,0.58134866],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987307,0.00008873621,0.00012090245,0.00029777616,0.00044328245,0.0003185687],"domain_scores_gemma":[0.999112,0.000106536296,0.00013941922,0.00024473586,0.00023005092,0.0001672722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036490298,0.0001660199,0.00038923748,0.00023163219,0.00044700704,0.000025993491,0.00014843255,0.00028977418,0.00008169542],"category_scores_gemma":[0.000027414568,0.00014406694,0.00007308619,0.00025316197,0.00014136893,0.00010129761,0.000061246676,0.0005092613,0.00007442756],"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":[0.009297594,0.00060744345,0.020951426,0.025844926,0.00073587114,0.0010138643,0.6380995,0.000009585503,0.19095406,0.001017214,0.021149294,0.09031921],"study_design_scores_gemma":[0.0040127146,0.0012823496,0.4143143,0.002722233,0.00076389813,0.00011277349,0.56465024,0.0005743104,0.006727065,0.00019571629,0.004007778,0.0006366359],"about_ca_topic_score_codex":0.029597191,"about_ca_topic_score_gemma":0.02451585,"teacher_disagreement_score":0.5810266,"about_ca_system_score_codex":0.00007961555,"about_ca_system_score_gemma":0.00020360567,"threshold_uncertainty_score":0.99328417},"labels":[],"label_agreement":null},{"id":"W7015218489","doi":"","title":"Snow Mapping from Passive Microwave Brightness Temperature and MODIS Snow Product with Machine learning Approaches","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryospheric studies and observations","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":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Snow; Moderate-resolution imaging spectroradiometer; Brightness temperature; Snow cover; Satellite; Radiometer; Microwave imaging; Spectroradiometer; Cloud cover; Reference data","score_opus":0.014617365444311024,"score_gpt":0.163285668153342,"score_spread":0.14866830270903097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015218489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941056,0.0037012373,0.000010518007,0.0010217318,0.00022581282,0.00025583018,0.00026934786,0.00004983917,0.00036011147],"genre_scores_gemma":[0.7312796,0.0010919089,0.0034569376,0.000017685088,0.00015291282,4.6996436e-7,0.009060947,0.000020841422,0.2549187],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988808,0.00004324626,0.00009760586,0.00054166815,0.00021115835,0.00022552053],"domain_scores_gemma":[0.9994549,0.0000723294,0.00015412111,0.00016009432,0.00008246981,0.000076098375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058953763,0.0002715859,0.00038350825,0.00008258866,0.0004884917,0.00007873593,0.00017759498,0.00015122039,0.0003196636],"category_scores_gemma":[0.00001237688,0.00022785207,0.000075216114,0.00028283236,0.0001188459,0.00018672316,0.000026787582,0.00042462163,0.000021635164],"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":[0.00081411365,0.00008672951,0.21203281,0.0016723521,0.0021340596,0.0003927585,0.68232465,0.0049101487,0.0018099868,0.00008230606,0.0039614188,0.08977869],"study_design_scores_gemma":[0.0005734381,0.00016267906,0.52360153,0.0008926547,0.0004739544,0.000008527074,0.46302995,0.0062707355,0.0005347393,0.00016018056,0.0035808708,0.00071072334],"about_ca_topic_score_codex":0.13588572,"about_ca_topic_score_gemma":0.4599164,"teacher_disagreement_score":0.32403073,"about_ca_system_score_codex":0.0000102674085,"about_ca_system_score_gemma":0.000054114502,"threshold_uncertainty_score":0.9291538},"labels":[],"label_agreement":null},{"id":"W7015239951","doi":"","title":"Simple Convolutional Neural Networks with Linguistically-Annotated Input for Answer Selection in Question Answering","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Topic Modeling","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":"University of Waterloo","keywords":"Nucleofection; Gestational period; Fusible alloy; Hyporeflexia; TSG101; Dysgeusia; Proteogenomics","score_opus":0.009709399239720461,"score_gpt":0.22043778453560448,"score_spread":0.210728385295884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015239951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.673929,0.000020680665,0.32513016,0.000116653966,0.0003494959,0.0003075423,0.000006540209,0.000092843096,0.00004711187],"genre_scores_gemma":[0.88686657,0.000015161958,0.09798236,0.000028217735,0.00024147582,0.0000030393503,0.0005127969,0.000030621475,0.0143197505],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987225,0.000053529737,0.00016461444,0.0005114677,0.00022716445,0.0003207298],"domain_scores_gemma":[0.9989751,0.000048485126,0.00020380982,0.00019505143,0.00050727115,0.000070297145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020433601,0.00020417322,0.00028889067,0.00027280938,0.00017312888,0.000043101063,0.00042387683,0.00025419582,0.000013787184],"category_scores_gemma":[0.000030420793,0.00023520831,0.00006971022,0.00032184526,0.00005378014,0.00030108553,0.00005238685,0.00024113197,0.0000022776237],"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":[0.0056255665,0.0009078791,0.03924455,0.002223562,0.00077473087,0.00026184815,0.19464847,0.65595824,0.008200434,0.051351227,0.003218865,0.037584607],"study_design_scores_gemma":[0.0007213058,0.00027071597,0.008314451,0.00015273441,0.000037263355,0.0000031623247,0.0019388844,0.9873931,0.00015381014,0.0005514519,0.00017030268,0.00029281512],"about_ca_topic_score_codex":0.00964676,"about_ca_topic_score_gemma":0.05605114,"teacher_disagreement_score":0.33143485,"about_ca_system_score_codex":0.00013924787,"about_ca_system_score_gemma":0.00011537818,"threshold_uncertainty_score":0.99694806},"labels":[],"label_agreement":null},{"id":"W7015296999","doi":"","title":"shrimpychip YouTube","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gender, Feminism, and Media","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":"Regional Municipality of Waterloo; University of Waterloo","funders":"","keywords":"Counterintuitive; Exploit; Persona; Vulnerability (computing); The Internet; Embodied cognition; Point (geometry); Order (exchange); Capitalism","score_opus":0.02176743951692771,"score_gpt":0.2410116996859002,"score_spread":0.21924426016897247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015296999","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":[0.9196978,0.0001906036,0.0000037400175,0.0031128994,0.0014243666,0.00029771344,0.000032594693,0.00012067897,0.075119615],"genre_scores_gemma":[0.22053663,0.00055490446,0.00037843105,0.000054317843,0.0002343293,2.4255513e-7,0.0003557016,0.000019897017,0.7778655],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99864304,0.00010681077,0.00009552607,0.00033194709,0.00048983464,0.00033286223],"domain_scores_gemma":[0.99917847,0.000037627753,0.00018606623,0.00018563768,0.00014106407,0.0002711318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018537548,0.00017582999,0.00034629373,0.00013291427,0.0004248402,0.00002306752,0.00053381507,0.00039416808,0.0007645611],"category_scores_gemma":[0.000054120563,0.00021863286,0.00020386298,0.00022480362,0.00016792509,0.0001565235,0.000037261583,0.00026778382,0.0002723339],"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":[0.000065175,0.000029616174,0.00025438622,0.00010697918,0.00005430277,0.000031655778,0.98494387,5.077653e-7,0.00043708755,0.0016313583,0.009787763,0.0026572933],"study_design_scores_gemma":[0.0002889859,0.000054111555,0.001776938,0.000055282308,0.00013133523,1.9383423e-7,0.93797123,0.000002985137,0.00028533486,0.00023920185,0.0589604,0.00023402467],"about_ca_topic_score_codex":0.08126228,"about_ca_topic_score_gemma":0.26037085,"teacher_disagreement_score":0.7027459,"about_ca_system_score_codex":0.00006943565,"about_ca_system_score_gemma":0.00044182353,"threshold_uncertainty_score":0.92485565},"labels":[],"label_agreement":null},{"id":"W7015312396","doi":"","title":"Study of unintentional As incorporation into AlSb and interfacial layers within InAs/AlSb superlattices","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Semiconductor Quantum Structures and Devices","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":"Blackberry (Canada)","funders":"","keywords":"Superlattice; Molecular beam epitaxy; Flux (metallurgy); Indium antimonide; Diffraction; Shutter; Wafer; Antimonide; Epitaxy","score_opus":0.01175945190297212,"score_gpt":0.23343728153662974,"score_spread":0.22167782963365762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015312396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998695,0.000049754144,0.0000027101917,0.000042285865,0.0004159661,0.00034735873,0.000041770865,0.000012098612,0.00039303975],"genre_scores_gemma":[0.9760967,0.0000045103407,0.00013985985,0.0000032676312,0.00004314035,4.772646e-7,0.0006341436,0.000016449721,0.023061477],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898666,0.00006508523,0.00021334397,0.00034320256,0.0002650964,0.0001266356],"domain_scores_gemma":[0.99892616,0.00003091609,0.0005622739,0.00019853603,0.00022438534,0.00005773195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009674238,0.00023195262,0.00044910368,0.00022916123,0.00012814955,0.000029791507,0.00024130307,0.00013100891,0.00033542814],"category_scores_gemma":[0.0000036438355,0.00024320815,0.000101704725,0.00012260929,0.00008431418,0.00033528905,0.00007948212,0.000208343,0.000012563166],"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":[0.001012815,0.00052522327,0.20864563,0.0006163104,0.0012249837,0.000011101753,0.73801196,0.0001788723,0.034751866,0.012434026,0.00021789802,0.0023693058],"study_design_scores_gemma":[0.0012302103,0.0006078595,0.029516894,0.00016834322,0.0002895744,7.117837e-7,0.96188486,0.00016149653,0.0033868079,0.0024157315,0.000033227738,0.00030426795],"about_ca_topic_score_codex":0.10387216,"about_ca_topic_score_gemma":0.019894809,"teacher_disagreement_score":0.22387291,"about_ca_system_score_codex":0.000022107617,"about_ca_system_score_gemma":0.00008254224,"threshold_uncertainty_score":0.99798954},"labels":[],"label_agreement":null},{"id":"W7015347897","doi":"","title":"A stress analysis method for fatigue life prediction of welded structures","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fatigue and fracture mechanics","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":"University of Waterloo","funders":"","keywords":"Welding; Stress (linguistics); Finite element method; Stress concentration; Polygon mesh; Stress intensity factor; Weight function; Function (biology)","score_opus":0.01828722854146443,"score_gpt":0.23539365035319162,"score_spread":0.21710642181172718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015347897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92808455,0.00046462982,0.06761229,0.00005961045,0.0008286524,0.0005863923,0.0019155077,0.00016963131,0.00027876286],"genre_scores_gemma":[0.8567333,0.00028432813,0.08835918,0.000009450039,0.00018485462,0.000004134458,0.014249162,0.00013462902,0.04004095],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991756,0.000033507167,0.00016764461,0.00021325059,0.00024499994,0.00016498918],"domain_scores_gemma":[0.9991092,0.0000429839,0.00020258466,0.00026934763,0.00027864767,0.00009725316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013118831,0.00021396451,0.0005903061,0.00050957914,0.000050237435,0.000008016706,0.00024107788,0.0003909939,0.00007255357],"category_scores_gemma":[0.000027148564,0.00024294693,0.0003019683,0.0003491482,0.000015651414,0.00011535278,0.000014727776,0.00016693892,8.4582626e-7],"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":[0.0013819612,0.00019115284,0.0008923894,0.010183007,0.020087205,0.000016480762,0.4086776,0.4667863,0.042123266,0.0015956173,0.022419726,0.025645271],"study_design_scores_gemma":[0.0034490884,0.00062167976,0.010847836,0.0005071091,0.01623167,0.0000010175003,0.3379521,0.54305154,0.08072131,0.003918595,0.0013573561,0.0013406796],"about_ca_topic_score_codex":0.0060537145,"about_ca_topic_score_gemma":0.018812321,"teacher_disagreement_score":0.07626525,"about_ca_system_score_codex":0.000048423826,"about_ca_system_score_gemma":0.00004851101,"threshold_uncertainty_score":0.9990918},"labels":[],"label_agreement":null},{"id":"W7015396936","doi":"","title":"Sustainable Design Of A Residential- Mixed Use Mid-Rise In The Junction Triangle Neighbourhood","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainable Building Design and Assessment","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":"Rainwater harvesting; Built environment; Architecture; Urban design; Sustainable development; Sustainable design; Global warming; Building design; Sustainability; Efficient energy use","score_opus":0.012823285648876854,"score_gpt":0.20368064904308844,"score_spread":0.19085736339421158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015396936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966443,0.00022763295,0.0014975875,0.00008647742,0.00039078537,0.0007903963,0.0000068843383,0.00007550487,0.0002804031],"genre_scores_gemma":[0.7259735,0.00021625803,0.0026451105,0.000004480505,0.00006848459,0.000004618642,0.00015306361,0.00006320038,0.2708713],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986253,0.0002054395,0.00021180394,0.00024867765,0.00032725796,0.0003815241],"domain_scores_gemma":[0.9989985,0.000119777906,0.00019073648,0.00038192727,0.00026128776,0.000047768808],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056454,0.0002501987,0.00043726742,0.00060669926,0.00012518726,0.00005282071,0.00042848292,0.0002834602,0.00013227899],"category_scores_gemma":[0.00005303541,0.00025400502,0.00015447538,0.0005332834,0.00005909118,0.00041588917,0.000031610194,0.00023975832,0.000008831677],"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":[0.00523129,0.001160989,0.0011317582,0.01069122,0.0015475159,0.0016368071,0.7008509,0.07613713,0.044089757,0.002730213,0.14566644,0.009125983],"study_design_scores_gemma":[0.0028570804,0.00047824148,0.009639297,0.0005219025,0.0005121701,0.0000037002078,0.96107703,0.0060497955,0.0153851835,0.0009015932,0.0019151717,0.0006588481],"about_ca_topic_score_codex":0.035586003,"about_ca_topic_score_gemma":0.0088787535,"teacher_disagreement_score":0.27067086,"about_ca_system_score_codex":0.00022797038,"about_ca_system_score_gemma":0.00015918032,"threshold_uncertainty_score":0.99999124},"labels":[],"label_agreement":null},{"id":"W7015401714","doi":"","title":"Spatiotemporal Analysis of Human Mobility based on Land Use Types in the Greater Toronto Area during COVID-19 Pandemic","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"COVID-19 epidemiological studies","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":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Pandemic; Government (linguistics); Outbreak; Public policy; Public health; Psychological intervention; Geographic information system; Land use","score_opus":0.17168381611410574,"score_gpt":0.35524064026347396,"score_spread":0.18355682414936822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015401714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894994,0.000015942125,0.0000107791675,0.0003471999,0.000031109677,0.00039639426,0.0001247935,0.00006810724,0.000055717468],"genre_scores_gemma":[0.9837727,0.000037643214,0.00012468094,0.00004932104,0.000009351826,0.000002711138,0.00039908712,0.0000150803835,0.015589407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982982,0.00039137987,0.00029756117,0.00043973917,0.0003429681,0.00023010519],"domain_scores_gemma":[0.99714124,0.001696553,0.00044916762,0.0005527984,0.00009647564,0.00006375716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009232115,0.00025274177,0.0009347145,0.0003196162,0.00021014476,0.000011176344,0.00039759863,0.00027503513,0.00024260659],"category_scores_gemma":[0.00093072304,0.00019572432,0.00037187446,0.00044258934,0.000111402675,0.000091469,0.00007211683,0.0002128681,0.0000034154446],"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":[0.00045935786,0.00018365934,0.9237617,0.00090732815,0.00063886365,0.000035617362,0.07191248,0.0015221294,0.00017109804,0.00008314238,0.0002988625,0.000025722937],"study_design_scores_gemma":[0.0005932892,0.00013797345,0.9590609,0.000115255985,0.0010760267,9.846178e-8,0.037025858,0.0009295775,0.000025593137,0.00080040673,0.000013942449,0.0002210782],"about_ca_topic_score_codex":0.38404298,"about_ca_topic_score_gemma":0.86291444,"teacher_disagreement_score":0.47887146,"about_ca_system_score_codex":0.00047323303,"about_ca_system_score_gemma":0.00005172915,"threshold_uncertainty_score":0.7981406},"labels":[],"label_agreement":null},{"id":"W7015404913","doi":"","title":"Squash: low latency multi-path video streaming using multi-bitrate encoding","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Image and Video Quality Assessment","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":"University of Waterloo","keywords":"Latency (audio); Video quality; Network packet; Wireless; Video streaming; Low latency (capital markets); Wireless network; Bandwidth (computing)","score_opus":0.04018534283929657,"score_gpt":0.27637541375159724,"score_spread":0.23619007091230068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015404913","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":[0.95573986,0.00009303599,0.042006284,0.00020503926,0.0010913967,0.0004034229,0.000032533917,0.00035445322,0.00007395098],"genre_scores_gemma":[0.3327172,0.000352297,0.2705029,0.000070405426,0.00014263981,0.0000022785064,0.00057293195,0.00014050274,0.39549884],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99747026,0.0001826431,0.0003144465,0.00087973004,0.00054445356,0.0006084475],"domain_scores_gemma":[0.99814624,0.000088113506,0.0005610121,0.00073318824,0.00030460273,0.00016685104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043841687,0.00043274154,0.0006174282,0.0005592008,0.0005185215,0.00017006218,0.0013669067,0.00036070732,0.00003114626],"category_scores_gemma":[0.00003196815,0.00052485685,0.00031768638,0.0005918257,0.000066565626,0.0011770533,0.0003453152,0.00044527886,0.00012617405],"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":[0.00014050915,0.0011184404,0.002825774,0.0037731992,0.00066092185,0.0016681585,0.82168496,0.0023043419,0.14429921,0.0017127524,0.0004789482,0.019332781],"study_design_scores_gemma":[0.003248672,0.0002557239,0.020337284,0.0032204285,0.00035778867,0.000012900204,0.3741059,0.5733523,0.022692094,0.00021784884,0.000076296936,0.0021228185],"about_ca_topic_score_codex":0.05731473,"about_ca_topic_score_gemma":0.030173967,"teacher_disagreement_score":0.6230227,"about_ca_system_score_codex":0.0002402899,"about_ca_system_score_gemma":0.00029907902,"threshold_uncertainty_score":0.9997203},"labels":[],"label_agreement":null},{"id":"W7015414253","doi":"","title":"Sustainability-Based Framework Development and Specification for Coal Phase-out Policy: Just Transition and Sustainability Requirements in the Canadian Context","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mining and Resource 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":"Sustainability; Equity (law); Sustainable development; Coal; Context (archaeology); Climate change mitigation; Sustainability science; Climate change","score_opus":0.0210333235072104,"score_gpt":0.251333388013314,"score_spread":0.2303000645061036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015414253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371403,0.0000585117,0.00061043503,0.00414602,0.00008511667,0.0011755608,0.000037527083,0.000052107895,0.000120692035],"genre_scores_gemma":[0.99166155,0.00002132263,0.0003423243,0.000023921906,0.00002459887,0.000011238869,0.00059487065,0.000023652166,0.007296545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99907494,0.000054195025,0.00014861504,0.00026465429,0.00016554818,0.00029203392],"domain_scores_gemma":[0.99944293,0.00007645745,0.000058933336,0.00019228239,0.00014267923,0.000086700595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004428481,0.00018055858,0.00022749927,0.00046201417,0.0002848685,0.000041311407,0.0001504084,0.00022415724,0.000004886667],"category_scores_gemma":[0.000047996422,0.00019044911,0.000044211123,0.00017630044,0.000071751325,0.000055136476,0.00000964463,0.00018626329,0.0000010549079],"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":[0.00026067573,0.00008580087,0.00041823773,0.004974902,0.00009654516,0.000026546568,0.96336216,0.0021765288,0.00001680326,0.0016081741,0.0010941912,0.02587945],"study_design_scores_gemma":[0.0013549558,0.00010559972,0.013274266,0.00025393648,0.00009278302,2.8715368e-7,0.9715011,0.004167293,0.00008343275,0.00078644836,0.008067408,0.00031246472],"about_ca_topic_score_codex":0.14667132,"about_ca_topic_score_gemma":0.7215095,"teacher_disagreement_score":0.57483816,"about_ca_system_score_codex":0.0008953841,"about_ca_system_score_gemma":0.0003298579,"threshold_uncertainty_score":0.85901105},"labels":[],"label_agreement":null},{"id":"W7015583556","doi":"","title":"Temperature Programming of the Second Dimension in Comprehensive Two-Dimensional Gas Chromatography (GC×GC)","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Analytical Chemistry and Chromatography","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":"Dimension (graph theory); Isothermal process; Temperature control; Elution; Offset (computer science); Two-dimensional gas; Gas chromatography; Temperature measurement","score_opus":0.0072609947544211035,"score_gpt":0.2039826223380621,"score_spread":0.196721627583641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015583556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985123,0.00019892551,3.4304723e-8,0.00013236792,0.00013205188,0.0001664815,0.00011178774,0.00007353773,0.0006725077],"genre_scores_gemma":[0.8859219,0.00003214467,0.0002033982,0.000018019335,0.00004361983,0.0000015645118,0.0010463682,0.000057052057,0.11267593],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981834,0.00004238567,0.0003032657,0.00054489385,0.0005394776,0.00038653892],"domain_scores_gemma":[0.9985425,0.00009582898,0.00045150888,0.00053809787,0.00025573088,0.00011636868],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007423556,0.0004050213,0.0006919099,0.00024798865,0.00020636844,0.000016802996,0.0005581007,0.00059925445,0.00078943046],"category_scores_gemma":[0.000011284412,0.00037931505,0.000651394,0.00083477644,0.00032143976,0.00009885147,0.00016128796,0.0007354079,0.000012036082],"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":[0.0004319148,0.00036376843,0.008095047,0.0054278863,0.0006477736,0.0001654955,0.020344198,0.0001460259,0.96130544,0.00007239874,0.0026729375,0.00032712411],"study_design_scores_gemma":[0.0036042754,0.000099613324,0.018111415,0.0050158165,0.00067686435,0.000024812363,0.21203552,0.00027384755,0.7571507,0.000498299,0.0011807379,0.0013280958],"about_ca_topic_score_codex":0.0035459504,"about_ca_topic_score_gemma":0.0111995395,"teacher_disagreement_score":0.20415473,"about_ca_system_score_codex":0.00004873364,"about_ca_system_score_gemma":0.000103501145,"threshold_uncertainty_score":0.9998659},"labels":[],"label_agreement":null},{"id":"W7015601809","doi":"","title":"T.U.R.F. (Transformative Urban Rooftop Farming): Alleviating Food Insecurity in Toronto","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Agriculture and Sustainability","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":"Urban agriculture; Food security; Food systems; Agriculture; Food insecurity; Population","score_opus":0.007516595951717442,"score_gpt":0.18190858173013422,"score_spread":0.17439198577841677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015601809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99478453,0.0010548363,2.5327645e-7,0.0004283143,0.00011874709,0.0003726551,0.00008582817,0.000042292126,0.003112565],"genre_scores_gemma":[0.9296985,0.00018520321,0.00007539148,0.000020838681,0.00007046905,0.0000014303594,0.0014382567,0.0000018678627,0.068508044],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985319,0.00015506793,0.00021952215,0.00044106928,0.00029203735,0.0003603981],"domain_scores_gemma":[0.9992439,0.00007926598,0.00021970301,0.000091773494,0.00026313888,0.00010222095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019666142,0.00027711224,0.00051064667,0.000021953289,0.00021450718,0.00003236395,0.00037507655,0.00041189842,0.0007622513],"category_scores_gemma":[0.00002878254,0.0001473664,0.00026759368,0.00029546503,0.00004627571,0.00039726548,0.000060858216,0.00031789293,0.0000054280067],"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":[0.0005452511,0.0010610754,0.024073882,0.0011024472,0.00031357325,0.00014804747,0.8796354,0.0000058811297,0.032025266,0.0011940118,0.0034035551,0.05649162],"study_design_scores_gemma":[0.00033622308,0.00038509953,0.18041681,0.00018495008,0.000058830225,0.0000013484824,0.81313807,0.0000139066,0.0013153951,0.00018899035,0.0035162976,0.00044409517],"about_ca_topic_score_codex":0.16781798,"about_ca_topic_score_gemma":0.9269656,"teacher_disagreement_score":0.75914764,"about_ca_system_score_codex":0.00035171286,"about_ca_system_score_gemma":0.000041679352,"threshold_uncertainty_score":0.8377236},"labels":[],"label_agreement":null},{"id":"W7015636045","doi":"","title":"Trade-Off Exploration for Acceleration of Continuous Integration","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software 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":"Blackberry (Canada)","funders":"","keywords":"Acceleration; Trustworthiness; Duration (music); Product (mathematics); Process (computing); Spectral acceleration","score_opus":0.026695951121450623,"score_gpt":0.24477029514447934,"score_spread":0.21807434402302872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015636045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89746916,0.00006765256,0.09948054,0.000838424,0.0009005046,0.0008489438,0.00003862817,0.00032370022,0.000032449727],"genre_scores_gemma":[0.63443446,0.00042330392,0.060108833,0.000010737369,0.00017590939,0.00001952371,0.0041195196,0.00011766057,0.30059004],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99890405,0.000039330193,0.00016818727,0.00033436195,0.00036238265,0.00019170908],"domain_scores_gemma":[0.9988098,0.00024563813,0.00023766769,0.00034969716,0.0003080977,0.00004907701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025797685,0.0001585916,0.00031024608,0.00047731397,0.00009707423,0.000043340635,0.0006417484,0.00022627492,0.000008251946],"category_scores_gemma":[0.00015634921,0.00019212016,0.00014050888,0.00042866275,0.000027578046,0.000750202,0.00004867738,0.00015356873,0.000013178136],"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":[0.00042775171,0.00024419522,0.00029620677,0.0016134138,0.00030221444,0.000023602866,0.5777118,0.0020145716,0.081392035,0.007662886,0.014827116,0.31348416],"study_design_scores_gemma":[0.006125441,0.003310261,0.07583829,0.0024807877,0.00041862327,0.0000060102775,0.35385466,0.21303853,0.33416596,0.005928481,0.0021959676,0.0026370033],"about_ca_topic_score_codex":0.0022632661,"about_ca_topic_score_gemma":0.005416242,"teacher_disagreement_score":0.31084716,"about_ca_system_score_codex":0.00007343289,"about_ca_system_score_gemma":0.000107887194,"threshold_uncertainty_score":0.78344333},"labels":[],"label_agreement":null},{"id":"W7015651801","doi":"","title":"Transitioning in Place: Designing a Co-operative Development for Homeless Families in Ottawa","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Affordable housing; Renting; Thriving; Real estate; Relocation; Commodification; Population","score_opus":0.018453800058734534,"score_gpt":0.21195151281355776,"score_spread":0.19349771275482322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015651801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99550915,0.00064970605,0.0004397582,0.000111319074,0.00017795694,0.0003931789,0.000113827155,0.000016377067,0.002588703],"genre_scores_gemma":[0.8622912,0.0007279105,0.012802793,0.000032680673,0.000029465633,0.000011503356,0.0014825128,0.000054123397,0.12256782],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987424,0.000028661456,0.00036847484,0.0004884029,0.00005121176,0.0003208732],"domain_scores_gemma":[0.999392,0.000048672744,0.00031523558,0.00013919773,0.00006277503,0.000042134154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032067214,0.00022914966,0.00079940626,0.0007524966,0.00016045103,0.00003391679,0.00019340366,0.00029421807,0.000094976334],"category_scores_gemma":[0.0000069193634,0.0003450495,0.00012062296,0.0002985899,0.00004243694,0.00026261495,0.000014231977,0.00023014485,0.00001829416],"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":[0.0002653344,0.0001844226,0.0045158216,0.0008391643,0.00010538011,0.00009517161,0.9848799,0.0011140183,0.00076070905,0.004248054,0.00029048056,0.002701507],"study_design_scores_gemma":[0.008634747,0.00023691986,0.086183414,0.0027577234,0.000047860987,0.0000039727975,0.85925174,0.002182418,0.014474211,0.0004415647,0.023617862,0.0021675385],"about_ca_topic_score_codex":0.016911829,"about_ca_topic_score_gemma":0.22245574,"teacher_disagreement_score":0.20554392,"about_ca_system_score_codex":0.0002627809,"about_ca_system_score_gemma":0.00015453484,"threshold_uncertainty_score":0.99990016},"labels":[],"label_agreement":null},{"id":"W7015657517","doi":"","title":"Transnational Dialogues and Community Making in the Syrian Digital Space","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diaspora, migration, transnational identity","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Relation (database); Space (punctuation); Sociocultural evolution; Diaspora; Kinship; Transnationalism; Identity (music); Mobilities","score_opus":0.03336417186161507,"score_gpt":0.2626978767227011,"score_spread":0.22933370486108606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015657517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869202,0.00002045187,0.00000633106,0.0092978,0.00018441687,0.0002933072,0.0001315948,0.000049346287,0.0030965612],"genre_scores_gemma":[0.94767904,0.00005243382,0.00006108132,0.000013622695,0.00003058401,8.286232e-7,0.0010567781,0.0000117784475,0.05109385],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984662,0.0004407034,0.00012028058,0.0001794368,0.00059843657,0.00019494002],"domain_scores_gemma":[0.99907607,0.00041675582,0.0001408686,0.000148913,0.00017549624,0.000041875817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009821069,0.00013576227,0.00020608757,0.0003032463,0.00097066804,0.00014921748,0.0005292141,0.00020320425,0.000045160894],"category_scores_gemma":[0.0000911308,0.00014969277,0.00009622914,0.00045760468,0.00031369372,0.0006752926,0.000021472835,0.00041797923,0.000009503628],"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":[0.000036221492,0.0000936124,0.004833621,0.00008006927,0.000033806515,0.000010426334,0.91427153,0.000016741005,0.00002551462,0.07997396,0.00021636683,0.00040814836],"study_design_scores_gemma":[0.00020491976,0.000019729776,0.28648928,0.00004205425,0.00003605331,2.6225413e-7,0.7054048,0.000010069681,0.000004014228,0.0067262915,0.00092959113,0.00013291065],"about_ca_topic_score_codex":0.1264551,"about_ca_topic_score_gemma":0.94317305,"teacher_disagreement_score":0.816718,"about_ca_system_score_codex":0.00009891685,"about_ca_system_score_gemma":0.00018184715,"threshold_uncertainty_score":0.8793619},"labels":[],"label_agreement":null},{"id":"W7015725003","doi":"","title":"Synthesis of Deuterated Benzene for a Circular Deuterium Economy","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deuterium; Benzene; Molecule; Hydrogen–deuterium exchange; Refinery; Work (physics)","score_opus":0.0386947918164103,"score_gpt":0.31812539816755075,"score_spread":0.2794306063511405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015725003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99491537,0.00048243185,0.000019307665,0.00047383117,0.0006794386,0.00044129702,0.0003439069,0.000049156934,0.0025952903],"genre_scores_gemma":[0.76227826,0.00073040486,0.00078394555,0.00006430104,0.00014174779,0.000014254244,0.001096795,0.00006566882,0.2348246],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910194,0.000055526318,0.0001976586,0.0003347564,0.00007111771,0.00023899584],"domain_scores_gemma":[0.99904954,0.00022596323,0.00022962874,0.0001620126,0.00022339476,0.00010944659],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001587765,0.00022578087,0.00051410525,0.0002385298,0.000115035866,0.000011319096,0.00025618152,0.00060460455,0.0007279799],"category_scores_gemma":[0.000027645014,0.0002602063,0.0003672214,0.0001506627,0.00009235566,0.000104596365,0.000041662162,0.00035937483,0.00004903579],"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":[0.0020823728,0.0005672032,0.00020562623,0.006847841,0.0033234174,0.00006820158,0.033186205,0.00008606019,0.90743023,0.0011819849,0.020376619,0.024644218],"study_design_scores_gemma":[0.00086076383,0.00013870634,0.00016964778,0.00029356917,0.0020314532,0.000005736489,0.021658612,0.0014751888,0.8050473,0.0006210242,0.16726057,0.00043746372],"about_ca_topic_score_codex":0.0017691674,"about_ca_topic_score_gemma":0.0013806699,"teacher_disagreement_score":0.23263705,"about_ca_system_score_codex":0.000077623255,"about_ca_system_score_gemma":0.00011307624,"threshold_uncertainty_score":0.99998504},"labels":[],"label_agreement":null},{"id":"W7015839848","doi":"","title":"Towards a Better Understanding of Activated Carbon-Based Amendments for In Situ Treatment of Petroleum Hydrocarbons in Anaerobic Groundwater Systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microbial bioremediation and biosurfactants","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; Ontario Genomics; University of Waterloo; University of Toronto; Ontario Genomics Institute; McGill University","keywords":"Sorption; Microcosm; Biodegradation; Desorption; Activated carbon; Groundwater; Toluene; Freundlich equation","score_opus":0.02154419457689285,"score_gpt":0.2145076160276414,"score_spread":0.19296342145074855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015839848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989279,0.000008811049,0.0000055383416,0.000108783526,0.00016704947,0.00056401495,0.000053298954,0.0000133559,0.00015123356],"genre_scores_gemma":[0.99164104,0.00003090549,0.000118302334,0.0000030791462,0.0000046530818,0.0000018278458,0.0004236274,0.000019115823,0.007757452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998863,0.000062357314,0.0002516347,0.00031577432,0.00025039367,0.00025685373],"domain_scores_gemma":[0.9994015,0.000034587505,0.00034038443,0.00016527374,0.000008962337,0.000049283146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012245738,0.00021060919,0.0004962268,0.0003793581,0.000030849336,0.000006322642,0.00017828964,0.00022171122,0.00003688311],"category_scores_gemma":[0.0000039828556,0.00021475425,0.00012568572,0.00032853737,0.00008408073,0.00007398939,0.000024256378,0.000067823676,0.0000042907795],"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":[0.00053544453,0.00035177072,0.021247996,0.0002314195,0.000076043834,0.000015272033,0.025795927,0.0004200053,0.951148,0.0000034375462,0.000039237126,0.00013548972],"study_design_scores_gemma":[0.010204287,0.0018229666,0.111732475,0.0011715245,0.0003056922,6.2166777e-7,0.17650676,0.004049492,0.69311196,0.000091702605,0.000060908667,0.0009416122],"about_ca_topic_score_codex":0.13055095,"about_ca_topic_score_gemma":0.2530078,"teacher_disagreement_score":0.258036,"about_ca_system_score_codex":0.0011149625,"about_ca_system_score_gemma":0.000046789653,"threshold_uncertainty_score":0.87574244},"labels":[],"label_agreement":null},{"id":"W7015853340","doi":"","title":"Variability in Factors Influencing Pull Request Merge Decisions: A Microscopic Exploration","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software 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":"Blackberry (Canada)","funders":"","keywords":"Merge (version control); Logistic regression; Regression analysis; Regression","score_opus":0.019893854708766204,"score_gpt":0.24560292378514487,"score_spread":0.22570906907637867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015853340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949026,0.0001353214,0.0034842007,0.00018974332,0.00072747277,0.000300702,0.000010578119,0.00021390361,0.00003548918],"genre_scores_gemma":[0.93806285,0.00021488442,0.016358443,0.0000056614076,0.000033253753,0.0000032858661,0.00026850225,0.000047152454,0.04500598],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981497,0.00013956966,0.00021429529,0.0006756579,0.00048096725,0.00033981752],"domain_scores_gemma":[0.9983276,0.00055608066,0.000112536676,0.00069942756,0.00019842948,0.00010593479],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065045955,0.000248815,0.0003692869,0.00085143984,0.00009682355,0.00010062063,0.0011082111,0.00031401703,0.00003103618],"category_scores_gemma":[0.000610157,0.00028549283,0.0001193556,0.0009798948,0.000038938946,0.001019975,0.00025046532,0.0005422739,0.00007516742],"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":[0.00010158393,0.00027044135,0.030793749,0.0017824188,0.00018340601,0.0003642476,0.91713196,0.001349104,0.03557039,0.00256734,0.0013038433,0.008581531],"study_design_scores_gemma":[0.00289285,0.0009054491,0.5602634,0.010956145,0.00029827448,0.000012739794,0.3120785,0.033159457,0.050922826,0.02217649,0.001987326,0.0043465463],"about_ca_topic_score_codex":0.022535348,"about_ca_topic_score_gemma":0.025107695,"teacher_disagreement_score":0.6050534,"about_ca_system_score_codex":0.000389759,"about_ca_system_score_gemma":0.00026937938,"threshold_uncertainty_score":0.9999597},"labels":[],"label_agreement":null},{"id":"W7015897503","doi":"","title":"Unmanned Aerial Vehicle Traffic Network Design with Risk Mitigation","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"UAV Applications and Optimization","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":"Blackberry (Canada)","funders":"","keywords":"Drone; Sample (material); Population; Shortest path problem; Flow network; Path (computing)","score_opus":0.00447153811085559,"score_gpt":0.16039556861182713,"score_spread":0.15592403050097153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015897503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933304,0.00023537368,0.0049880175,0.000055988843,0.00032520347,0.0004146294,0.000030289422,0.00034164256,0.00027840678],"genre_scores_gemma":[0.77393126,0.0015297749,0.06817943,0.0000067813967,0.0004909602,0.000011322794,0.003925806,0.0002574489,0.1516672],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993127,0.000029324201,0.00009800527,0.00022590379,0.00014707498,0.0001870218],"domain_scores_gemma":[0.9995652,0.000021508158,0.00008694019,0.00019194566,0.00007955115,0.000054842247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008094772,0.00019126075,0.00021697034,0.00013065012,0.00014102625,0.00003294026,0.00015060035,0.0002305182,0.0000809664],"category_scores_gemma":[0.0000016167394,0.00021499433,0.000068642265,0.00034009773,0.00003094676,0.00013622477,0.000008880847,0.00020556753,0.0000754131],"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":[0.00012513006,0.000014023803,0.000013652763,0.00018406221,0.0001402127,0.000005553216,0.019025568,0.973455,0.00040284026,0.000077519006,0.004013797,0.0025426515],"study_design_scores_gemma":[0.0012017665,0.00025480622,0.0015805059,0.00055390794,0.0010429953,0.0000023897712,0.032759022,0.95824,0.0018189576,0.00031061657,0.0013984798,0.0008365758],"about_ca_topic_score_codex":0.001110411,"about_ca_topic_score_gemma":0.010667582,"teacher_disagreement_score":0.21939917,"about_ca_system_score_codex":0.00007094745,"about_ca_system_score_gemma":0.000037255177,"threshold_uncertainty_score":0.87672144},"labels":[],"label_agreement":null},{"id":"W7015981977","doi":"","title":"Water Secure and Climate Resilient Ontario: Developing a Transdisciplinary Water Risk Management Framework and Decision Support Tool to Guide Multi-Sector Sustainable Water Management Policies and Strategies","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Water security; Risk management; Risk perception; Water supply; Risk assessment; Water industry; Water resources; Integrated water resources management","score_opus":0.010774141837244329,"score_gpt":0.2706336468787112,"score_spread":0.2598595050414669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015981977","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":[0.9926107,0.00006998045,0.00042246009,0.0016925123,0.00029182795,0.0014416308,0.000018121207,0.00009749002,0.0033552581],"genre_scores_gemma":[0.19737794,0.007948311,0.033845,0.00011768845,0.000056518176,0.000022546208,0.0003540291,0.00007377,0.7602042],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997251,0.00009263142,0.00029877876,0.00084474514,0.00052326696,0.0009895897],"domain_scores_gemma":[0.9993004,0.000015744485,0.00006571124,0.00029100073,0.00012645157,0.00020066011],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008744615,0.0004173342,0.0004533139,0.0006719818,0.0014074512,0.00046773435,0.00031371095,0.00030724742,0.0005170613],"category_scores_gemma":[0.000002352591,0.00031277144,0.00010792931,0.00013149733,0.0002038979,0.00051530486,0.0008135327,0.0002939782,0.00007522451],"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":[0.00036761077,0.00004976091,0.00035226226,0.0018192697,0.00025996866,0.00028753025,0.9823183,0.000058060836,0.000097402124,0.009188694,0.0012944409,0.003906717],"study_design_scores_gemma":[0.000632728,0.00012935765,0.0110341925,0.00049926946,0.00046372347,0.0000015793361,0.91903454,0.00002137949,0.0001533639,0.0060701026,0.061384562,0.0005752206],"about_ca_topic_score_codex":0.124818355,"about_ca_topic_score_gemma":0.6039434,"teacher_disagreement_score":0.7952328,"about_ca_system_score_codex":0.00041451637,"about_ca_system_score_gemma":0.000047155703,"threshold_uncertainty_score":0.9999324},"labels":[],"label_agreement":null},{"id":"W7016010400","doi":"","title":"Use of Slip Prediction for Learning Grasp-Stability Policies in Robotic-Grasp Simulation","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Muscle activation and electromyography 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":"Intelligent Mechatronic Systems (Canada)","funders":"","keywords":"GRASP; Slip (aerodynamics); Tactile sensor; Robot; Haptic technology; Control (management)","score_opus":0.027867297611765058,"score_gpt":0.21987669534411844,"score_spread":0.19200939773235337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016010400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856806,0.000034048328,0.0005082035,0.00005160561,0.000215144,0.00036601207,0.000030783216,0.00018634899,0.00003980325],"genre_scores_gemma":[0.99070895,0.00018905057,0.00038836,0.0000010092466,0.000018949595,0.0000021824837,0.0005633022,0.000031822045,0.008096349],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99923086,0.000038859434,0.0001818792,0.00018643391,0.00015787993,0.00020408689],"domain_scores_gemma":[0.99929935,0.00024014269,0.0001347498,0.00013233373,0.00016381466,0.00002963376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012255955,0.00016752593,0.00034947429,0.00056188414,0.00009568554,0.0000100551815,0.00009052359,0.0002095591,0.000011233249],"category_scores_gemma":[0.00009115547,0.00021568016,0.00015431026,0.00044191538,0.00003645654,0.00024626954,0.000014279428,0.00020102513,7.541645e-7],"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":[0.00022677923,0.00005972083,0.023837287,0.0016512936,0.0002817868,9.2794903e-7,0.109599024,0.84423214,0.013778133,0.000064395244,0.0003785607,0.0058899615],"study_design_scores_gemma":[0.00062687905,0.0001760183,0.75033647,0.00028438814,0.00014654933,9.610036e-8,0.10103317,0.14336076,0.0033918598,0.00013998612,0.00019049864,0.00031330218],"about_ca_topic_score_codex":0.0090847425,"about_ca_topic_score_gemma":0.032252267,"teacher_disagreement_score":0.7264992,"about_ca_system_score_codex":0.0000922397,"about_ca_system_score_gemma":0.000016630278,"threshold_uncertainty_score":0.99751383},"labels":[],"label_agreement":null},{"id":"W7016017362","doi":"","title":"Vegetation Response to Climate Change in North American National Parks: Policy &amp; Management Implications","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Biome; Climate change; Vegetation (pathology); Context (archaeology); National park; Global change; Global warming","score_opus":0.019295467866386237,"score_gpt":0.2609591988362079,"score_spread":0.24166373096982163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016017362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930637,0.000010806825,0.0000015115307,0.002746932,0.000047300684,0.00041673938,0.00004686231,0.000025938214,0.003640196],"genre_scores_gemma":[0.9694673,0.0013679989,0.0017289327,0.00022607019,0.000027136746,0.000016371476,0.00029913848,0.000016244137,0.02685082],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986252,0.00005980069,0.00012969451,0.0004153945,0.00043939435,0.00033048485],"domain_scores_gemma":[0.99943703,0.000030182706,0.00018417125,0.00021748261,0.00004058216,0.00009056532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019181112,0.00016686975,0.00021787008,0.000442892,0.00029526366,0.000011314084,0.00036684997,0.000046825768,0.00007715903],"category_scores_gemma":[0.000020510697,0.00019650435,0.00006927307,0.0013946055,0.00018178829,0.00025748406,0.00016612884,0.000089072935,0.000546119],"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":[0.0013347398,0.0003795343,0.41097942,0.00017007369,0.0000773851,0.000035113702,0.5474445,0.0014553786,0.0020163201,0.00040037904,0.0030535765,0.032653563],"study_design_scores_gemma":[0.00018460145,0.00005478522,0.96931475,0.00003384955,0.000016466349,8.938328e-7,0.028890798,0.000021474703,0.000012594397,0.00003092483,0.0012467862,0.00019209068],"about_ca_topic_score_codex":0.03685866,"about_ca_topic_score_gemma":0.58623165,"teacher_disagreement_score":0.5583353,"about_ca_system_score_codex":0.0004373239,"about_ca_system_score_gemma":0.000024080235,"threshold_uncertainty_score":0.96955496},"labels":[],"label_agreement":null},{"id":"W7016020516","doi":"","title":"Weak Coherent Pulse Source and Polarization Control for Quantum Key Distribution","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"National Research Council Canada; Canadian Space Agency; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science","keywords":"Quantum key distribution; Coherent control; Polarization (electrochemistry); Quantum; Quantum network; Quantum cryptography; Quantum channel; Quantum information science; Quantum sensor","score_opus":0.006364710876043826,"score_gpt":0.21146849419303665,"score_spread":0.20510378331699283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016020516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93858796,0.000077475335,0.054857116,0.00030252212,0.00047626434,0.00088339776,0.0042535015,0.00007635355,0.00048542576],"genre_scores_gemma":[0.6688003,0.000016246262,0.00019507311,0.000002286312,0.00019556182,0.0000034624884,0.014403526,0.000036554477,0.31634697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.999248,0.000027138254,0.00010972361,0.00026937822,0.0001389647,0.00020674712],"domain_scores_gemma":[0.9993467,0.000043625365,0.0002290549,0.00013113889,0.0001843296,0.00006519101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008279566,0.00018358529,0.00030139004,0.000066678775,0.0002772182,0.000018910621,0.00010724417,0.00013034903,0.00015021562],"category_scores_gemma":[0.0000069262114,0.00021507604,0.00012847912,0.00009852915,0.00006230028,0.00015642156,0.000015271313,0.00013681434,0.000011658021],"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":[0.008474524,0.001111093,0.04427656,0.0041396623,0.004491746,0.000022222239,0.21185888,0.002424661,0.03729075,0.37592945,0.025867747,0.2841127],"study_design_scores_gemma":[0.021200495,0.0016556762,0.040179003,0.001716532,0.0035099816,0.0000018766905,0.77203315,0.023685036,0.00756964,0.071750164,0.053109676,0.0035887805],"about_ca_topic_score_codex":0.0074382685,"about_ca_topic_score_gemma":0.0021162147,"teacher_disagreement_score":0.5601742,"about_ca_system_score_codex":0.000040754156,"about_ca_system_score_gemma":0.000060244576,"threshold_uncertainty_score":0.99917126},"labels":[],"label_agreement":null},{"id":"W7016178523","doi":"","title":"The Weft House: A Transitional Housing Program to Empower Afghan Refugees in Canada.","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Architecture and Cultural Influences","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":"Refugee; Typology; Displaced person; Affordable housing; Process (computing)","score_opus":0.009431168889251702,"score_gpt":0.20693696459377695,"score_spread":0.19750579570452526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016178523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99360263,0.00015864926,9.389847e-8,0.0036088305,0.00036198014,0.0003566946,0.00008875898,0.000049225044,0.0017731088],"genre_scores_gemma":[0.513439,0.00003231433,0.0000743935,0.00017650232,0.00009673458,0.000006251415,0.00031824736,0.000031045398,0.4858255],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990503,0.000052798787,0.00011036083,0.00021161484,0.00033466157,0.00024022574],"domain_scores_gemma":[0.9996092,0.00003136575,0.000099431585,0.00012628695,0.00007804077,0.00005569906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006778903,0.00016311301,0.00020822913,0.000098307944,0.00089609035,0.000056059685,0.00032709155,0.00004234313,0.0012192238],"category_scores_gemma":[0.000003374499,0.00013202883,0.00008700006,0.00007287699,0.0000865969,0.00010382367,0.000032167016,0.00026259193,0.0000071412],"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":[0.00033807787,0.000053069944,0.00010308907,0.00009087113,0.00010046583,0.00007160991,0.96994543,0.00020426561,0.00010512931,0.0021921562,0.014064316,0.012731532],"study_design_scores_gemma":[0.00013964566,0.000095597235,0.0015387397,0.00007746114,0.00003706065,7.9970266e-7,0.5987382,0.0000081360695,0.000027379254,0.00011353063,0.39901578,0.00020767927],"about_ca_topic_score_codex":0.95800096,"about_ca_topic_score_gemma":0.99981654,"teacher_disagreement_score":0.48405242,"about_ca_system_score_codex":0.00019104562,"about_ca_system_score_gemma":0.00038292038,"threshold_uncertainty_score":0.9996938},"labels":[],"label_agreement":null},{"id":"W7017161555","doi":"","title":"AlphaSMT: A Reinforcement Learning Guided SMT Solver","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Formal Methods in Verification","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":"Blackberry (Canada)","funders":"","keywords":"Satisfiability modulo theories; Reinforcement learning; Flexibility (engineering); Solver; Class (philosophy); Function (biology); Artificial neural network; Software","score_opus":0.028642621160720087,"score_gpt":0.25902003009614327,"score_spread":0.2303774089354232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017161555","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":[0.8885653,0.000119704295,0.093852066,0.00102618,0.004042905,0.0011414167,0.0000069390785,0.001480628,0.009764843],"genre_scores_gemma":[0.008883366,0.00015038945,0.13347773,0.000017679044,0.000039750852,0.0000014761531,0.00027512255,0.000033893484,0.8571206],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982324,0.00011984571,0.00022484618,0.0005217183,0.0005449619,0.00035622274],"domain_scores_gemma":[0.9983865,0.000044227425,0.00051034155,0.0006879401,0.00026996326,0.00010100913],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005334374,0.000252042,0.00036469923,0.00045051242,0.00030374335,0.000059660117,0.001371295,0.00029316024,0.00009815548],"category_scores_gemma":[0.000073358395,0.00031077652,0.00019598528,0.00054846605,0.00005571428,0.000617751,0.0002620767,0.0003765451,0.000408567],"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":[0.00029934928,0.00016041954,0.00032027063,0.001604436,0.00063101115,0.00023030471,0.81783074,0.01732746,0.017167207,0.040602196,0.02744339,0.07638322],"study_design_scores_gemma":[0.004756669,0.0016436091,0.019865269,0.00208739,0.00062937534,0.000030802887,0.355644,0.5263308,0.0460006,0.0036394778,0.035141986,0.0042299973],"about_ca_topic_score_codex":0.010546865,"about_ca_topic_score_gemma":0.002593382,"teacher_disagreement_score":0.87968194,"about_ca_system_score_codex":0.0001442215,"about_ca_system_score_gemma":0.00012696265,"threshold_uncertainty_score":0.99993443},"labels":[],"label_agreement":null},{"id":"W7017294599","doi":"","title":"An analysis of Canadian young adults’ eating behaviours towards sustainable food choices","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Biomedical Text Mining and Ontologies","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":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Food choice; Consumption (sociology); Food systems; Eating behavior; Healthy eating; Climate change; Food consumption","score_opus":0.010079286766545003,"score_gpt":0.22794834263377128,"score_spread":0.21786905586722627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017294599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99901277,0.00017618938,0.000003864033,0.00006666011,0.000109405926,0.00010726269,0.00021350164,0.000022169492,0.00028817152],"genre_scores_gemma":[0.8733419,0.00015520788,0.0005378738,0.0000049597584,0.00002945014,6.8055584e-7,0.0058356845,0.000020717463,0.1200735],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99892503,0.000047390346,0.00012979448,0.0003743605,0.00018583292,0.0003375633],"domain_scores_gemma":[0.9990114,0.0000073842148,0.00021898159,0.0003285109,0.00026354723,0.00017019102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001521185,0.00017504352,0.00038840983,0.0010683023,0.00015049907,0.000013289898,0.00042143685,0.00050599466,0.000040308616],"category_scores_gemma":[0.000046047327,0.00020057162,0.00023189899,0.0007989061,0.000110712404,0.0000072737703,0.000046924033,0.00012228881,0.000001377522],"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":[0.0017681386,0.0006654347,0.39908165,0.0031697713,0.014702654,0.00045099107,0.4488964,0.0008770656,0.060097996,0.0003340092,0.005927296,0.064028606],"study_design_scores_gemma":[0.0004239501,0.00096837146,0.33399832,0.00011622225,0.0014863849,7.515948e-7,0.6558907,0.00020351517,0.005884003,0.00000750676,0.00064641197,0.00037389607],"about_ca_topic_score_codex":0.90887815,"about_ca_topic_score_gemma":0.98140585,"teacher_disagreement_score":0.20699427,"about_ca_system_score_codex":0.00004066196,"about_ca_system_score_gemma":0.00027322085,"threshold_uncertainty_score":0.81790733},"labels":[],"label_agreement":null},{"id":"W7017337023","doi":"","title":"Analysis and Performance of Adhesively Bonded Crush Tube Structures","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mechanical Behavior of Composites","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":"Crashworthiness; Adhesive; Finite element method; Joint (building); Computer simulation; Cantilever; Material properties; LS-DYNA; Tube (container)","score_opus":0.00761150465264267,"score_gpt":0.18900918470953804,"score_spread":0.18139768005689536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017337023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991882,0.00031528046,0.000009440429,0.000009888796,0.000112211506,0.000109704706,0.000038626637,0.00005791816,0.00015875378],"genre_scores_gemma":[0.98478144,0.0001517127,0.00135086,8.526218e-7,0.000012146966,1.996872e-7,0.00021134611,0.000021034271,0.013470381],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99926203,0.000018187273,0.00013532247,0.00017313802,0.00021917152,0.00019212924],"domain_scores_gemma":[0.999419,0.000025014282,0.00012653145,0.00024043173,0.00009297774,0.00009605222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005350739,0.00020662587,0.0005310072,0.0004057489,0.000053230167,0.0000073693404,0.00024275164,0.00024919733,0.00030252236],"category_scores_gemma":[0.0000032184414,0.00024008976,0.00016913563,0.0002733139,0.00004326349,0.00016945391,0.000034965655,0.00018608094,0.000005939145],"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":[0.0004667772,0.000078292986,0.060639665,0.0028211586,0.0027148793,0.000014325303,0.055931613,0.0006998653,0.86733425,0.00031702663,0.00024923752,0.008732912],"study_design_scores_gemma":[0.00037613852,0.00013466165,0.7736246,0.00011166501,0.00307466,0.0000013531038,0.008250877,0.0019032002,0.21200511,0.000032446667,0.000038665843,0.0004466409],"about_ca_topic_score_codex":0.0022887383,"about_ca_topic_score_gemma":0.0036699504,"teacher_disagreement_score":0.7129849,"about_ca_system_score_codex":0.000027345699,"about_ca_system_score_gemma":0.00001122307,"threshold_uncertainty_score":0.97905767},"labels":[],"label_agreement":null},{"id":"W7017379805","doi":"","title":"Analysis of Cyanobacteria and its Abundance in the Turkey Lakes Watershed using Molecular Techniques","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Water quality; Watershed; Algal bloom; Abundance (ecology); Water column; Surface water; Cyanobacteria; Bloom","score_opus":0.009071432518623425,"score_gpt":0.20918275783883586,"score_spread":0.20011132532021245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017379805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994417,0.000023774603,0.000013504426,0.000049752936,0.000035739697,0.00021569015,0.00005453877,0.000014361257,0.00015097394],"genre_scores_gemma":[0.98979217,0.00006395356,0.00038843555,0.0000048487977,0.00000332411,4.8878564e-7,0.00025776768,0.000011717131,0.0094773155],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99916375,0.00008423658,0.00014390983,0.0002404743,0.0002220237,0.00014558746],"domain_scores_gemma":[0.99947447,0.000029488023,0.0002433798,0.00020972236,0.000016061013,0.000026856778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002485031,0.00014172234,0.00038084178,0.00020524583,0.000065506036,0.000011568898,0.00029720264,0.00014768423,0.000112299196],"category_scores_gemma":[0.00000616853,0.00012652656,0.00010464104,0.0005733685,0.00006105536,0.000105459934,0.00006159818,0.000103674225,0.0000065157396],"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":[0.00022610385,0.00015930003,0.101707146,0.0010834634,0.0010975128,0.00018983314,0.45665094,0.007372305,0.42997178,0.00031267488,0.00015485368,0.0010741059],"study_design_scores_gemma":[0.00076559663,0.00025963414,0.5165466,0.00089258264,0.0034884652,0.0000070164183,0.30354533,0.14598724,0.026656883,0.00034817282,0.00023847827,0.0012639913],"about_ca_topic_score_codex":0.052924458,"about_ca_topic_score_gemma":0.17699817,"teacher_disagreement_score":0.41483948,"about_ca_system_score_codex":0.000053883756,"about_ca_system_score_gemma":0.000009391089,"threshold_uncertainty_score":0.9533822},"labels":[],"label_agreement":null},{"id":"W7017520897","doi":"","title":"Applied Hilbert's Nullstellensatz for Combinatorial Problems","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Optimization Algorithms Research","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":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Articular cartilage damage; Diafiltration; Liquation","score_opus":0.023666603613966625,"score_gpt":0.26356573425171276,"score_spread":0.23989913063774612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017520897","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":[0.75638187,0.00080486486,0.084066495,0.0073866006,0.013608096,0.03687676,0.0026110495,0.0025409476,0.09572333],"genre_scores_gemma":[0.0021074852,0.00018900285,0.062997036,0.000005101573,0.00016487595,0.000011393818,0.00069055037,0.00013334183,0.9337012],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99833375,0.000043778,0.00022122914,0.00048339675,0.0004976837,0.00042014464],"domain_scores_gemma":[0.99804467,0.00035800837,0.00044066706,0.0004591078,0.0005672363,0.00013032285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021771161,0.0003093933,0.00061139447,0.00024734464,0.00027473414,0.000019916459,0.0005290201,0.00046940104,0.00045395005],"category_scores_gemma":[0.000106867934,0.00031607752,0.00021466173,0.00017690587,0.0001080115,0.00016089465,0.000077055236,0.00023257965,0.00006660689],"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":[0.008993722,0.0026425996,0.00006661908,0.020140843,0.002731484,0.00006770815,0.39421532,0.00051714416,0.028955659,0.3788426,0.09536306,0.06746327],"study_design_scores_gemma":[0.032348856,0.0014799266,0.00009157942,0.0026736709,0.0013261116,0.000008033835,0.2189835,0.0031524487,0.033244297,0.6590247,0.0432974,0.004369464],"about_ca_topic_score_codex":0.0004791948,"about_ca_topic_score_gemma":0.0018495014,"teacher_disagreement_score":0.8379779,"about_ca_system_score_codex":0.00015943326,"about_ca_system_score_gemma":0.0001467965,"threshold_uncertainty_score":0.99992913},"labels":[],"label_agreement":null},{"id":"W7017571728","doi":"","title":"Body Mass Index and Missing Data: Examining the Levels, Patterns, and Impacts of Missing Data in a Large Cohort Study of Canadian Youth","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Survey Methodology and Nonresponse","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":"Missing data; Proxy (statistics); Body mass index; Population; Overweight; Imputation (statistics); Cohort","score_opus":0.1861045573721125,"score_gpt":0.35706102543582213,"score_spread":0.17095646806370962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017571728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976576,0.00016952345,0.000007525166,0.00023241808,0.00013257493,0.0003874368,0.0013123183,0.0000055838336,0.000094997864],"genre_scores_gemma":[0.9966757,0.00015365759,0.00016543244,0.000007868237,0.000011821308,1.6279652e-7,0.00093312305,0.000010567789,0.0020416235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940661,0.004685268,0.00017566497,0.00044680963,0.00033583728,0.00029031333],"domain_scores_gemma":[0.9975786,0.001237805,0.0003510508,0.0006415235,0.00006417969,0.00012679517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01431757,0.00014115861,0.000449711,0.00058308116,0.00061124173,0.000024639818,0.0008987814,0.00018885598,0.00009376177],"category_scores_gemma":[0.0011416666,0.00014782003,0.000016488886,0.0004204019,0.00018180061,0.0003618804,0.00032290077,0.00032059796,9.875103e-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":[0.00039404843,0.000039125203,0.58314955,0.00004974913,0.0000818421,0.00003853269,0.41550106,3.8732634e-7,0.00010478301,0.0000051066577,0.000016592741,0.00061924953],"study_design_scores_gemma":[0.00031423147,0.00003719555,0.515603,0.00006457855,0.0000918337,4.9728607e-7,0.48374718,0.000034611578,0.0000064472715,0.0000064261835,0.00002150825,0.00007246214],"about_ca_topic_score_codex":0.9681401,"about_ca_topic_score_gemma":0.9920308,"teacher_disagreement_score":0.06824614,"about_ca_system_score_codex":0.00006115585,"about_ca_system_score_gemma":0.000621535,"threshold_uncertainty_score":0.60279256},"labels":[],"label_agreement":null},{"id":"W7017678178","doi":"","title":"Breast cancer risk associated with phosphate toxicity","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Parathyroid Disorders 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":"University of Waterloo","keywords":"Phosphate; Breast cancer; Toxicity; Bone mineral; Cancer; Carcinogenesis; Parathyroid hormone","score_opus":0.0066546787810696645,"score_gpt":0.21801960665582396,"score_spread":0.2113649278747543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017678178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99426967,0.0028109592,9.668787e-7,0.000462811,0.00017929783,0.00035483867,0.00065257103,0.00009076426,0.0011781219],"genre_scores_gemma":[0.5322542,0.0011928088,0.000046551853,0.000010901705,0.0000175955,0.0000010673564,0.0009690817,0.000033264838,0.46547452],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99889237,0.000029863108,0.00009378941,0.0004010763,0.00032103577,0.00026187257],"domain_scores_gemma":[0.9991905,0.000015660347,0.00023774299,0.00022325451,0.00019602252,0.00013682578],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000055180943,0.00028705646,0.00054058456,0.00017259578,0.00013867948,0.000014082195,0.00011111107,0.00027483364,0.00023898997],"category_scores_gemma":[0.0000048795196,0.00025324023,0.0001918393,0.0002783647,0.000068631976,0.00009565576,0.000022878146,0.0003194621,0.000099585646],"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":[0.01868958,0.0051027574,0.3691217,0.0017967956,0.026448598,0.005148178,0.4424751,0.00021709599,0.0047731153,0.00015513405,0.109988816,0.016083116],"study_design_scores_gemma":[0.009763139,0.0009797628,0.8466394,0.002047227,0.010164431,0.000038877057,0.12570584,0.00052816456,0.0026402434,0.00014176566,0.0004232842,0.0009278845],"about_ca_topic_score_codex":0.08332945,"about_ca_topic_score_gemma":0.16058877,"teacher_disagreement_score":0.4775177,"about_ca_system_score_codex":0.00020485044,"about_ca_system_score_gemma":0.00022341464,"threshold_uncertainty_score":0.99999195},"labels":[],"label_agreement":null},{"id":"W7017822690","doi":"","title":"CAMEO: Explaining Consensus and Expertise Across MOdels","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Explainable Artificial Intelligence (XAI)","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":"Blackberry (Canada)","funders":"","keywords":"Variety (cybernetics); Feature (linguistics); Test (biology); Space (punctuation); Key (lock); Multiple Models","score_opus":0.02551582153685272,"score_gpt":0.24941663359785793,"score_spread":0.2239008120610052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017822690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99390936,0.0010553455,0.002185043,0.00087399123,0.00064834836,0.00022650622,0.000020068399,0.00021514535,0.000866195],"genre_scores_gemma":[0.7050986,0.0003539352,0.009429015,0.000042021045,0.00004577405,0.0000016273196,0.00005632145,0.000043524367,0.28492913],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99822086,0.00006051164,0.00018524023,0.0007330827,0.0003360286,0.0004642616],"domain_scores_gemma":[0.99884576,0.000071116825,0.00017762701,0.000538149,0.00020765682,0.00015969925],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022893489,0.00029339732,0.00040710106,0.00023560735,0.00035035232,0.00018038854,0.0008166565,0.00029397444,0.000022994327],"category_scores_gemma":[0.000018790408,0.00034889398,0.00013163291,0.00032803675,0.00015832689,0.0005844427,0.00034139535,0.00031858162,0.00010331176],"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":[0.0000749202,0.000038740283,0.000019342715,0.00034220342,0.00009419279,0.00054832775,0.9512607,0.000580247,0.0038952671,0.016660573,0.0014207436,0.025064746],"study_design_scores_gemma":[0.00028278123,0.00018904365,0.00009890903,0.00072512863,0.000076193246,0.000032367938,0.7620048,0.2075924,0.016888415,0.010748789,0.000509185,0.00085198064],"about_ca_topic_score_codex":0.028700337,"about_ca_topic_score_gemma":0.043214973,"teacher_disagreement_score":0.2888107,"about_ca_system_score_codex":0.000096416836,"about_ca_system_score_gemma":0.00011608943,"threshold_uncertainty_score":0.9998963},"labels":[],"label_agreement":null},{"id":"W7017830329","doi":"","title":"Characterizing the Constitutive Behaviour and Austenite Decomposition of an 1,800 MPa Press Hardenable Boron Steel","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Metallurgy and Material Forming","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 Advanced Manufacturing Consortium; Ford Motor Company","keywords":"Hot stamping; Formability; Digital image correlation; Ultimate tensile strength; Constitutive equation; Austenite; Tensile testing; Plasticity; Boron; Deformation (meteorology)","score_opus":0.008344744997001576,"score_gpt":0.20336840657960886,"score_spread":0.19502366158260728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017830329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976019,0.00024017935,0.000007125563,0.00002163176,0.0006543583,0.0002316548,0.00009934664,0.000071763265,0.0010720089],"genre_scores_gemma":[0.95353675,0.000258797,0.0003604749,0.0000019035431,0.00003794712,0.0000010393861,0.0005841031,0.000028067736,0.04519091],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993903,0.000029666358,0.00012190432,0.00017752798,0.00012529528,0.00015529257],"domain_scores_gemma":[0.99961287,0.000013472976,0.00009627527,0.00016473021,0.00006164717,0.000051010116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010916732,0.00017903154,0.0002901552,0.000112638154,0.000117936266,0.000036886653,0.00016237648,0.00018018569,0.000065357424],"category_scores_gemma":[0.000001831904,0.0001730223,0.000068837086,0.00005278966,0.00007633884,0.0003544522,0.0000392652,0.00017451262,0.00000766469],"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":[0.00045697956,0.00007520586,0.000051838055,0.004757722,0.0006337645,0.00012531658,0.2908932,0.00066008506,0.6972871,0.0018812342,0.0002502447,0.0029273694],"study_design_scores_gemma":[0.0018328939,0.00056031666,0.014460305,0.003965546,0.003322108,0.00007413624,0.37304556,0.009577294,0.58625776,0.00043676878,0.0047563943,0.0017109064],"about_ca_topic_score_codex":0.006179118,"about_ca_topic_score_gemma":0.004909722,"teacher_disagreement_score":0.11102929,"about_ca_system_score_codex":0.00003214294,"about_ca_system_score_gemma":0.00001969537,"threshold_uncertainty_score":0.9341019},"labels":[],"label_agreement":null},{"id":"W7017860853","doi":"","title":"Cannabis use, retail availability and legal sanctions in Canada: Differences by neighbourhood deprivation, individual socioeconomic factors, and race/ethnicity.","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Socioeconomic status; Neighbourhood (mathematics); Sanctions; Decriminalization; Population","score_opus":0.014191197123617596,"score_gpt":0.21626904485959203,"score_spread":0.20207784773597443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017860853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99199843,0.00052926724,3.4226846e-7,0.006100305,0.00013274715,0.0004904581,0.00066251116,0.000015546953,0.000070408416],"genre_scores_gemma":[0.7631957,0.00042291766,0.000017279022,0.00003250357,0.000013129551,0.0000034012903,0.0012946054,0.000020183617,0.2350003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831015,0.00012115541,0.00023199269,0.00056288857,0.00042832835,0.00034546037],"domain_scores_gemma":[0.99910694,0.000034296645,0.00021852378,0.00026501002,0.00014381709,0.00023139658],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002022758,0.000274755,0.0006546056,0.0002908848,0.0003339925,0.000045447694,0.00018376402,0.0002149433,0.0023004436],"category_scores_gemma":[0.00006253954,0.00029834718,0.00008455635,0.00017805728,0.00018682226,0.00027561103,0.00014014369,0.00072239066,0.0000010505332],"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":[0.0002803832,0.000096757445,0.93916106,0.00035854286,0.00017445335,0.000031590265,0.018583573,0.0000019181214,0.0005208325,0.000038746177,0.039314166,0.0014379665],"study_design_scores_gemma":[0.0008552657,0.00014117536,0.8738674,0.000036969097,0.00013177462,0.0000050349663,0.12007945,0.00002950574,0.00014312156,0.000010350442,0.0044707865,0.00022916637],"about_ca_topic_score_codex":0.9915833,"about_ca_topic_score_gemma":0.99700594,"teacher_disagreement_score":0.23492989,"about_ca_system_score_codex":0.0009311839,"about_ca_system_score_gemma":0.0021743414,"threshold_uncertainty_score":0.9999469},"labels":[],"label_agreement":null},{"id":"W7017895727","doi":"","title":"Cardinality Estimation in Streaming Graph Data Management Systems","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Graph Theory and Algorithms","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":"Blackberry (Canada)","funders":"","keywords":"Graph; Dynamism; Streaming algorithm; Cardinality (data modeling); Key (lock); Graph database; Streaming data; Wait-for graph","score_opus":0.015149089212818139,"score_gpt":0.2234448981517053,"score_spread":0.20829580893888716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017895727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97076184,0.0009756877,0.021837493,0.00029241215,0.0025095982,0.00073936756,0.0001398527,0.00027118876,0.0024725597],"genre_scores_gemma":[0.66972697,0.00037710316,0.033371065,0.000008173984,0.000047252037,0.0000024849994,0.003159076,0.000041958425,0.29326594],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985752,0.00010426822,0.00014810894,0.0006440441,0.00031568372,0.00021269685],"domain_scores_gemma":[0.9986948,0.000025180007,0.00015010513,0.0010275214,0.000050322546,0.00005207756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048272777,0.00019255182,0.00030854775,0.0005820175,0.00010395995,0.000101137826,0.0016855147,0.00013942471,0.000005341145],"category_scores_gemma":[0.0000033951762,0.00022413919,0.000090651905,0.0005912198,0.000035711,0.0006914222,0.0004177089,0.0002141134,0.000034394914],"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":[0.00020007916,0.0005028268,0.0006356248,0.014912468,0.001713676,0.0029096827,0.40346733,0.012563898,0.00036113829,0.3484994,0.0045717796,0.2096621],"study_design_scores_gemma":[0.0011795404,0.00014394008,0.011214312,0.004162797,0.00061845663,0.00001637527,0.3512237,0.5989833,0.00014644852,0.03017946,0.00078182947,0.001349843],"about_ca_topic_score_codex":0.01689713,"about_ca_topic_score_gemma":0.006499786,"teacher_disagreement_score":0.5864194,"about_ca_system_score_codex":0.000057647143,"about_ca_system_score_gemma":0.000031175758,"threshold_uncertainty_score":0.9896494},"labels":[],"label_agreement":null},{"id":"W7017918488","doi":"","title":"Community-driven initiatives to strengthen local food security and food sovereignty: Scale-up of the Learning Circles approach with First Nations communities","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Food sovereignty; Food security; Sustainability; Food systems; Indigenous; Citizen journalism; Participatory action research; Sovereignty; Leverage (statistics)","score_opus":0.02925088296794252,"score_gpt":0.2613819559479721,"score_spread":0.23213107298002958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017918488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988225,0.000078519006,0.000013623058,0.00041238384,0.00015438511,0.001053626,0.0004428791,0.000036876256,0.009582725],"genre_scores_gemma":[0.9903947,0.00022829245,0.00014916908,0.00003284523,0.000015661746,0.000016061602,0.00060682104,0.000030832347,0.008525628],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99745846,0.0014308575,0.00021163672,0.00017858914,0.000265943,0.00045451106],"domain_scores_gemma":[0.997793,0.00086279126,0.0005149597,0.00038444097,0.00037588883,0.0000688986],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00038972398,0.00023361463,0.00056619965,0.00027825992,0.015355809,0.0000066031953,0.0005937493,0.00025769026,0.0002532637],"category_scores_gemma":[0.00004772744,0.00021812887,0.00009915694,0.00030968932,0.00038129144,0.00012122153,0.0008788672,0.0018138546,0.0000026858959],"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":[0.00021707072,0.00015137876,0.017418029,0.0017076482,0.0003685607,4.098443e-7,0.9769564,0.00059112726,0.0000015527603,0.0024047235,0.00013013968,0.000052930187],"study_design_scores_gemma":[0.0008338513,0.001415313,0.027161768,0.00038582803,0.00017041493,9.902e-7,0.9691088,0.00011895569,0.000005393041,0.00015676688,0.00043344568,0.00020845201],"about_ca_topic_score_codex":0.10392552,"about_ca_topic_score_gemma":0.96029234,"teacher_disagreement_score":0.8563668,"about_ca_system_score_codex":0.00022339488,"about_ca_system_score_gemma":0.00034701356,"threshold_uncertainty_score":0.9859261},"labels":[],"label_agreement":null},{"id":"W7017921266","doi":"","title":"Climate Change, Forest Fire Management &amp; Interagency Cooperation in Canada","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fire effects on ecosystems","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":"Regional Municipality of Waterloo","funders":"University of Waterloo","keywords":"Exclosure; Circumstantial evidence; Nucleofection; Fusible alloy; Limiting","score_opus":0.008206782514759712,"score_gpt":0.1802773893384708,"score_spread":0.1720706068237111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017921266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99526227,0.0000648087,0.000001678855,0.00012449565,0.00065441837,0.00067501486,0.000035592613,0.00001799518,0.0031637417],"genre_scores_gemma":[0.91089654,0.00016591126,0.00020207194,0.000016447513,0.000023946228,0.0000044531694,0.00061159115,0.000022946686,0.08805607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987629,0.00006990516,0.00014656737,0.0003254352,0.0003126274,0.00038255195],"domain_scores_gemma":[0.9993957,0.000014504043,0.0001921073,0.00029086106,0.000012898765,0.00009387512],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014933226,0.00021942609,0.00028378458,0.00009010291,0.00010764835,0.000010507936,0.00034414956,0.00012413139,0.0015178876],"category_scores_gemma":[0.0000030545589,0.00025971982,0.00005498821,0.00021205009,0.000024271008,0.00036629484,0.00013843764,0.00015897457,0.000411158],"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":[0.00052482064,0.00042549468,0.5596154,0.0036058633,0.00018318607,0.00041131215,0.2541598,0.0008878766,0.001865431,0.00014969287,0.01879177,0.15937935],"study_design_scores_gemma":[0.0006191245,0.000053788066,0.9562933,0.0006463364,0.0000936412,0.0000027781953,0.035093743,0.0021995297,0.00009980701,0.000006075345,0.004317449,0.000574419],"about_ca_topic_score_codex":0.9928803,"about_ca_topic_score_gemma":0.99983746,"teacher_disagreement_score":0.3966779,"about_ca_system_score_codex":0.0010428735,"about_ca_system_score_gemma":0.000026511327,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W7017952373","doi":"","title":"Chaos and dynamical instability in a closed kicked system","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum chaos and dynamical systems","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":"University of Waterloo","funders":"","keywords":"Quantum chaos; Classical limit; Quantum; Phase space; Quantum system; Quantum entanglement; Quantum dynamics; Quantum state; Open quantum system; Quantum process","score_opus":0.006980202772266398,"score_gpt":0.1965978121070372,"score_spread":0.1896176093347708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017952373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829817,0.000019401186,0.000017261043,0.00008250843,0.00033580203,0.00039073275,0.00011604485,0.00006021421,0.0006798867],"genre_scores_gemma":[0.93668085,0.000003973702,0.00005453539,7.4215893e-7,0.000040168063,0.0000015186038,0.0006180631,0.000024446828,0.06257572],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988149,0.00008954574,0.00020431893,0.00042226256,0.00019604279,0.00027293334],"domain_scores_gemma":[0.99933404,0.00005194188,0.00020049117,0.00024305048,0.000063135885,0.00010732676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016745568,0.00023072574,0.00058406836,0.00018728305,0.000094146104,0.000018977857,0.00019854897,0.00021290805,0.000054945973],"category_scores_gemma":[0.0000030514443,0.00025211807,0.00014928797,0.00022274011,0.000073793046,0.00009279519,0.00006559395,0.00027270446,0.000042109066],"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":[0.0023634236,0.0014683938,0.3224279,0.015073504,0.0013277895,0.00032719158,0.52806664,0.00022589641,0.009696895,0.087566204,0.0010704208,0.030385727],"study_design_scores_gemma":[0.0026980331,0.00015172022,0.20407149,0.0014266194,0.00016559663,0.0000010374783,0.7573304,0.031692706,0.00008155682,0.0013737308,0.00016831042,0.0008387737],"about_ca_topic_score_codex":0.14421088,"about_ca_topic_score_gemma":0.08893641,"teacher_disagreement_score":0.22926377,"about_ca_system_score_codex":0.00009436183,"about_ca_system_score_gemma":0.000056160527,"threshold_uncertainty_score":0.9999931},"labels":[],"label_agreement":null},{"id":"W7017977204","doi":"","title":"Coagulant addition for managing sediment-associated phosphorus bioavailability to prevent cyanobacterial blooms in drinking water reservoirs","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Raw water; Water quality; Water supply; Fish kill; Water treatment; Flood myth; Water resources; Water storage; Climate change; Streamflow","score_opus":0.0072534359605846074,"score_gpt":0.1954347387823488,"score_spread":0.18818130282176418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017977204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99765193,0.000012374547,0.000020841326,0.000290279,0.0005260501,0.0009755914,0.00024078054,0.000027260645,0.0002549083],"genre_scores_gemma":[0.90535945,0.000040710693,0.00084219687,0.000021280011,0.000036672016,0.000010445379,0.006619988,0.00003787058,0.087031394],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982532,0.00011065063,0.00027388855,0.00058458775,0.00034582452,0.00043181266],"domain_scores_gemma":[0.9992419,0.000051830724,0.0002284183,0.00032579654,0.00004180752,0.00011023516],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048065465,0.00025719532,0.00048963504,0.00011071184,0.00018422457,0.0000317539,0.00033617936,0.0002753191,0.0016436853],"category_scores_gemma":[0.000025878391,0.00027236086,0.0001635968,0.00018839106,0.000035747755,0.00017063959,0.00018483817,0.00016742792,0.00009271449],"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":[0.00387011,0.0032391488,0.10237307,0.0031835795,0.0010371264,0.00037046868,0.64687973,0.012277922,0.2093446,0.00025121198,0.008399504,0.008773528],"study_design_scores_gemma":[0.011624083,0.0025224518,0.29686287,0.010453413,0.0016002037,0.000014455211,0.40513703,0.036281098,0.20832969,0.0033373258,0.017305415,0.006531953],"about_ca_topic_score_codex":0.06303581,"about_ca_topic_score_gemma":0.40237644,"teacher_disagreement_score":0.33934063,"about_ca_system_score_codex":0.0006373661,"about_ca_system_score_gemma":0.000028603925,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null},{"id":"W7018010683","doi":"","title":"Chemical-Looping Technology: Application of Nonlinear Model Predictive Control and Reactor Network Modelling Using Biomass as a Fuel","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Chemical Looping and Thermochemical Processes","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":"Model predictive control; Renewable energy; Greenhouse gas; Biomass (ecology); Reduction (mathematics); Combustion; Process (computing); Online model; Packed bed; Nonlinear model","score_opus":0.008613027218691177,"score_gpt":0.19458277782997666,"score_spread":0.18596975061128548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018010683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98512053,0.00060632284,0.013463803,0.0000392835,0.000053753498,0.0002407169,0.00006275686,0.00032226983,0.000090554444],"genre_scores_gemma":[0.9918481,0.00025650923,0.0067360704,0.0000020876134,0.000051385516,0.0000019020935,0.00027281896,0.00006655008,0.0007645777],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990522,0.000006519664,0.0001925451,0.00032729623,0.00016689206,0.00025453515],"domain_scores_gemma":[0.999314,0.000052776315,0.00018274687,0.00021381608,0.00016438283,0.000072256655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006195452,0.00024389729,0.000497653,0.00018879399,0.00004888166,0.0000073924975,0.00023405382,0.00056259974,0.0000019633576],"category_scores_gemma":[0.000017619039,0.00030144467,0.00009136239,0.000389569,0.00011165015,0.00009030986,0.000047617435,0.00030529682,0.0000027161186],"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":[0.00019798346,0.000032524968,0.000056716744,0.002712892,0.0003024845,0.0000032915427,0.005470663,0.1435054,0.847001,0.000071535964,0.000021050813,0.00062444905],"study_design_scores_gemma":[0.00042820745,0.00001512175,0.0000024940998,0.00052741216,0.00020887527,0.0000012142086,0.003962046,0.9074945,0.08475683,0.002353486,0.000004869934,0.00024498854],"about_ca_topic_score_codex":0.0012779754,"about_ca_topic_score_gemma":0.00011365478,"teacher_disagreement_score":0.76398903,"about_ca_system_score_codex":0.0000720936,"about_ca_system_score_gemma":0.000036603004,"threshold_uncertainty_score":0.9999438},"labels":[],"label_agreement":null},{"id":"W7018025736","doi":"","title":"Cognitive homeostasis: Boredom as a drive for optimal engagement","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mind wandering and attention","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":"Regional Municipality of Waterloo","funders":"","keywords":"Boredom; Feeling; Cognition; Meaning (existential); Interoception; Set (abstract data type); Trait","score_opus":0.02634944366557109,"score_gpt":0.2577521840229203,"score_spread":0.23140274035734923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018025736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967158,0.0001163001,0.000111191875,0.00045461868,0.0005884709,0.00063600787,0.00029063033,0.00009285867,0.0009941644],"genre_scores_gemma":[0.5074814,0.00019790567,0.00042645255,0.00002928301,0.000074034,0.0000049963496,0.0005752556,0.000039793704,0.4911709],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99865896,0.00006982422,0.00011141974,0.000596336,0.00029092678,0.00027255074],"domain_scores_gemma":[0.999366,0.000111079644,0.00017275797,0.00015175753,0.000117513104,0.00008091369],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013544588,0.00023305052,0.0002945822,0.0002922572,0.0003002001,0.000053236843,0.00024494284,0.00019281043,0.00021366899],"category_scores_gemma":[0.000084085674,0.00026510752,0.00026411947,0.00017783594,0.000084318075,0.00015708419,0.00006527517,0.0002721464,0.00020310434],"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":[0.003188065,0.00057710573,0.000022124186,0.0037661223,0.0005720925,0.00058066443,0.7432853,0.00011927736,0.18839532,0.0038070832,0.017983565,0.03770331],"study_design_scores_gemma":[0.0021805854,0.00091345207,0.00033621344,0.0016848592,0.0010788322,0.000009405364,0.7733873,0.0009332125,0.21251847,0.0008015335,0.005367054,0.0007890922],"about_ca_topic_score_codex":0.0020356944,"about_ca_topic_score_gemma":0.0012604527,"teacher_disagreement_score":0.49017674,"about_ca_system_score_codex":0.00005548478,"about_ca_system_score_gemma":0.00009515377,"threshold_uncertainty_score":0.9999801},"labels":[],"label_agreement":null},{"id":"W7018043606","doi":"","title":"The Contribution of Visual &amp; Somatosensory Input to Target Localization During the Performance of a Precision Grasping &amp; Placement Task","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Motor Control and Adaptation","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Monocular; Modality (human–computer interaction); Somatosensory system; Task (project management); Perception; Monocular vision; Kinematics; Stereopsis; Binocular vision","score_opus":0.012786181199410203,"score_gpt":0.2327007641747836,"score_spread":0.21991458297537342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018043606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754435,0.000054971722,0.0010047902,0.00021111866,0.00030319288,0.00076930574,0.00002596206,0.00002025505,0.00006603674],"genre_scores_gemma":[0.95121574,0.00021074459,0.00007899004,0.000008944432,0.000026740041,0.0000023070136,0.00011646718,0.0000143466295,0.04832572],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99840724,0.00017566429,0.00027554706,0.0003210698,0.00058028364,0.00024021819],"domain_scores_gemma":[0.99807155,0.00014414646,0.00096598687,0.0004291077,0.00033378016,0.000055455734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035455814,0.00019472728,0.00033011142,0.000173544,0.00094425504,0.00003621105,0.00052919146,0.00014383589,0.00002198895],"category_scores_gemma":[0.0002988495,0.00015261586,0.00013361665,0.00016424629,0.00014804005,0.00026653052,0.000102337246,0.00016161054,0.00001743058],"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":[0.0017071954,0.000090218186,0.000554929,0.0002957497,0.000038347738,0.0000021398348,0.029513367,0.009508082,0.9564561,0.00015689469,0.00005665855,0.0016203211],"study_design_scores_gemma":[0.005211571,0.0010382064,0.086664446,0.0028993038,0.0004066684,0.000013674701,0.034001347,0.0432234,0.8168481,0.00023488287,0.008332622,0.0011257811],"about_ca_topic_score_codex":0.0016814776,"about_ca_topic_score_gemma":0.008225728,"teacher_disagreement_score":0.139608,"about_ca_system_score_codex":0.00008027907,"about_ca_system_score_gemma":0.00007988883,"threshold_uncertainty_score":0.72625417},"labels":[],"label_agreement":null},{"id":"W7018166445","doi":"","title":"Corporate Power and Changes to Provincial Environmental Regulation During the First Year of the COVID-19 Pandemic","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"COVID-19 impact on air 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":"Climate change; Government (linguistics); Recession; Petroleum industry; Economic sector; Financial crisis; Global warming; Oil reserves; Economic impact analysis","score_opus":0.017880764558412605,"score_gpt":0.22241402695817328,"score_spread":0.20453326239976066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018166445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99352807,0.000021691223,0.0000028022193,0.005466076,0.0001450917,0.0005888423,0.00013763989,0.000026613752,0.00008315053],"genre_scores_gemma":[0.9160074,0.00002925126,0.000038712955,0.00018845873,0.000015870635,0.0000010690985,0.000034355053,0.000017680497,0.08366721],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988543,0.00008241045,0.00011165206,0.00034834765,0.00042239018,0.00018090676],"domain_scores_gemma":[0.99916947,0.000047356785,0.00030809132,0.00035533385,0.000005373946,0.000114385846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002864269,0.00018060821,0.00020156069,0.00007090441,0.00029320188,0.00001717038,0.00038247064,0.00015273494,0.00085512386],"category_scores_gemma":[0.000035949524,0.00014085407,0.00008975305,0.00018872952,0.00030537066,0.000105218154,0.00036772687,0.00018347453,0.00007786407],"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":[0.00087677647,0.000111259185,0.42329472,0.0009843967,0.00011786971,0.00001613661,0.47558656,0.0007569061,0.09182923,0.00007949935,0.005497383,0.0008492553],"study_design_scores_gemma":[0.00041417903,0.00011046149,0.9462102,0.000079423626,0.00011164932,0.0000048636934,0.045866374,0.000056924695,0.0014177111,0.00022818639,0.005239893,0.000260115],"about_ca_topic_score_codex":0.025022963,"about_ca_topic_score_gemma":0.22870588,"teacher_disagreement_score":0.5229155,"about_ca_system_score_codex":0.0005907874,"about_ca_system_score_gemma":0.00004457127,"threshold_uncertainty_score":0.9814695},"labels":[],"label_agreement":null},{"id":"W7018194620","doi":"","title":"Coupled Numerical Moelling Of Vacuum Consolidation With Nonuniform Pore Pressure Distribution","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geotechnical Engineering and Soil Mechanics","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":"Blackberry (Canada)","funders":"","keywords":"Consolidation (business); Pore water pressure; Effective stress; Nonlinear system; Computer simulation; Numerical analysis","score_opus":0.0043569380884716635,"score_gpt":0.16295552337223154,"score_spread":0.1585985852837599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018194620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98575675,0.00027004658,0.013042974,0.000038083148,0.00022400738,0.00019079844,0.00014761968,0.00020356142,0.00012618148],"genre_scores_gemma":[0.97782683,0.00021582279,0.0010455569,7.7322574e-7,0.000018425308,6.9241867e-7,0.0045116623,0.00003818362,0.016342035],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991908,0.000012234326,0.00014961287,0.0001968685,0.00025364573,0.00019685259],"domain_scores_gemma":[0.9993151,0.000023189617,0.000119699376,0.00024606517,0.00022247063,0.00007351611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006665007,0.00021351992,0.00043676095,0.000088111796,0.00005215195,0.000009120378,0.0001765343,0.00036250215,0.000056347206],"category_scores_gemma":[0.000009379915,0.0002427798,0.000109162764,0.00023891432,0.000026883172,0.000097501026,0.00001859539,0.00031880802,0.0000032196442],"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":[0.00043623158,0.00022582205,0.000059182,0.0070791617,0.0013105159,0.00014355546,0.028194865,0.93312305,0.024337737,0.0019716655,0.0005361884,0.002582026],"study_design_scores_gemma":[0.0010791926,0.00024446615,0.00091854105,0.001121402,0.00079336955,0.0000115532675,0.03400368,0.9341709,0.02593134,0.00006117353,0.00093134993,0.0007330513],"about_ca_topic_score_codex":0.0014115208,"about_ca_topic_score_gemma":0.00082877604,"teacher_disagreement_score":0.016215853,"about_ca_system_score_codex":0.00003767172,"about_ca_system_score_gemma":0.000046334924,"threshold_uncertainty_score":0.9900273},"labels":[],"label_agreement":null},{"id":"W7018226052","doi":"","title":"Cryogenic CMOS Compact Modeling for Cryo-Electronic Applications","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; University of Waterloo","keywords":"Quantum computer; Qubit; Quantum technology; Quantum circuit; Quantum annealing; Quantum; Quantum sensor; Quantum network; Coherence (philosophical gambling strategy)","score_opus":0.011635482109930928,"score_gpt":0.21845333773434628,"score_spread":0.20681785562441535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018226052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901757,0.00015731408,0.007112665,0.0001956222,0.00011472861,0.0009682982,0.00027691736,0.000119685224,0.00087907386],"genre_scores_gemma":[0.7505342,0.000049298145,0.00013991656,0.0000034281938,0.00010847404,0.000009502469,0.004982031,0.000062211286,0.24411097],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871546,0.000016532687,0.00016492158,0.00040453402,0.00016422455,0.0005343417],"domain_scores_gemma":[0.99923563,0.00003157378,0.00019486574,0.00029822602,0.00014544207,0.00009424442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009949711,0.00026833525,0.0004312893,0.00019305004,0.00031929108,0.000017960881,0.00037736987,0.00014001124,0.00028000196],"category_scores_gemma":[5.168295e-7,0.00033436026,0.00038560285,0.00022774581,0.000030471781,0.000114519105,0.000010507859,0.00028815,0.00009194064],"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":[0.0045943693,0.0030908964,0.0068743457,0.0068786927,0.012540187,0.000015343816,0.40962222,0.06772249,0.055482432,0.34293362,0.026054526,0.06419087],"study_design_scores_gemma":[0.008822475,0.0013232445,0.0026767834,0.0007267326,0.004949908,0.0000012772498,0.6732344,0.10686511,0.006746941,0.16459186,0.025148243,0.004913033],"about_ca_topic_score_codex":0.016206684,"about_ca_topic_score_gemma":0.008762125,"teacher_disagreement_score":0.26361218,"about_ca_system_score_codex":0.00007089741,"about_ca_system_score_gemma":0.0002229024,"threshold_uncertainty_score":0.99991083},"labels":[],"label_agreement":null},{"id":"W7018339609","doi":"","title":"Deep Learning and Spatial Statistics for Determining Road Surface Condition","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smart Materials for Construction","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":"Road surface; Deep learning; Sample (material); Snow; Christian ministry; Process (computing); Set (abstract data type); Spatial analysis","score_opus":0.0057944464366424435,"score_gpt":0.20029437288204158,"score_spread":0.19449992644539912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018339609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974866,0.000009882869,0.0014274329,0.00001588806,0.0005182545,0.00033105124,0.00007125233,0.00002872199,0.000110923254],"genre_scores_gemma":[0.92349565,0.000055231834,0.012661429,0.000003511714,0.000028424787,5.969708e-7,0.0015773962,0.000034349236,0.062143434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991885,0.000044546494,0.00010494823,0.0003055382,0.00017497008,0.00018151633],"domain_scores_gemma":[0.99948794,0.0000440188,0.00029047416,0.00009879229,0.00002774313,0.00005105303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105452,0.00016004647,0.00025395877,0.000049918417,0.00020435052,0.000023214126,0.0001055015,0.00018851392,0.0006379442],"category_scores_gemma":[0.00001942713,0.00020603929,0.00004675676,0.00004224295,0.0001062338,0.00018786138,0.00005671362,0.000106230415,0.00009116736],"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":[0.0017548439,0.00010887146,0.35054094,0.0019311137,0.0002939493,0.000044702436,0.173761,0.0061141495,0.2750728,0.00013914061,0.0012276148,0.18901087],"study_design_scores_gemma":[0.0045848475,0.0013863969,0.6634285,0.0004375583,0.0009449309,0.000031192918,0.22203164,0.08544663,0.016331904,0.00058341405,0.002907776,0.0018851991],"about_ca_topic_score_codex":0.03523945,"about_ca_topic_score_gemma":0.06270299,"teacher_disagreement_score":0.31288758,"about_ca_system_score_codex":0.00008782434,"about_ca_system_score_gemma":0.000012956167,"threshold_uncertainty_score":0.97118497},"labels":[],"label_agreement":null},{"id":"W7018345325","doi":"","title":"Development Practices for Municipal Pavement Management Systems Application","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Work (physics); Limiting; Filter (signal processing); Intellectualization; Identification (biology); Intersection (aeronautics)","score_opus":0.011986461046248268,"score_gpt":0.2148400202826832,"score_spread":0.20285355923643494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018345325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930859,0.00044105249,0.0012925413,0.000017682789,0.0018274576,0.0011241565,0.000016444259,0.00014404442,0.0020507143],"genre_scores_gemma":[0.6582389,0.0004127458,0.027769847,0.000003906327,0.00037263372,0.00005434546,0.0017744581,0.00010725041,0.31126595],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992372,0.000008010132,0.00013307837,0.00017459647,0.00017680078,0.00027030506],"domain_scores_gemma":[0.9993707,0.000012334365,0.0002725112,0.00021308761,0.00007901176,0.00005234747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012913582,0.00019087628,0.00022686,0.00014835021,0.00012467748,0.000016387477,0.00022860059,0.00015877993,0.0000110314495],"category_scores_gemma":[0.0000015898362,0.00022230203,0.00006258771,0.000063654516,0.000010354305,0.00016037366,0.000027762822,0.000108695014,0.000018760531],"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":[0.0005064492,0.0002378385,0.0007277788,0.032481555,0.0039827293,0.000028541323,0.6922924,0.02123657,0.06313276,0.007175212,0.0071444386,0.17105372],"study_design_scores_gemma":[0.0011729567,0.00005440327,0.006025864,0.00085447566,0.0007027332,0.0000020178024,0.6019337,0.006083965,0.011918261,0.000035603825,0.3702265,0.0009895338],"about_ca_topic_score_codex":0.0025292737,"about_ca_topic_score_gemma":0.005157836,"teacher_disagreement_score":0.36308205,"about_ca_system_score_codex":0.00018813869,"about_ca_system_score_gemma":0.0000135083,"threshold_uncertainty_score":0.9065213},"labels":[],"label_agreement":null},{"id":"W7018401314","doi":"","title":"Development and application of paleolimnological analyses to disentangle the roles of natural processes and anthropogenic activities on contaminant deposition and hydrological conditions across a northern delta","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Oil sands; Climate change; Deposition (geology); Delta; Paleolimnology; Ecosystem; Aquatic ecosystem; Habitat; Sediment","score_opus":0.015582173129907619,"score_gpt":0.2644843006177085,"score_spread":0.24890212748780088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018401314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981709,0.0011606398,0.0000039517627,0.00023597531,0.000018178165,0.00023840068,0.000147358,0.0000064829705,0.000018098677],"genre_scores_gemma":[0.9984626,0.00027690863,0.00011519787,0.000008052436,0.0000026903745,0.0000014150143,0.0007378409,0.0000015545361,0.00039372596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927586,0.000101451566,0.000104185216,0.00022745931,0.00014422464,0.00014679845],"domain_scores_gemma":[0.9994786,0.0001903608,0.0001498311,0.00008115731,0.0000572108,0.000042871543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114198025,0.00011138131,0.00026596844,0.00009241459,0.00045633572,0.000006812627,0.00012533701,0.00011785344,0.000054917356],"category_scores_gemma":[0.000018165047,0.00008259189,0.000027003727,0.00013513134,0.0005543726,0.000059958697,0.00003793054,0.00015755527,0.0000010065936],"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":[0.0006394312,0.000047380265,0.9528756,0.00022370135,0.00010030619,0.000011278078,0.040676087,0.000074416756,0.0008229979,0.000020520816,0.0000017246207,0.00450653],"study_design_scores_gemma":[0.00020820799,0.0002938955,0.8670095,0.000028780101,0.0000633069,0.000017346296,0.13019188,0.00023524615,0.0018063432,0.000046798763,0.000009384531,0.00008931892],"about_ca_topic_score_codex":0.003137919,"about_ca_topic_score_gemma":0.53877574,"teacher_disagreement_score":0.53563786,"about_ca_system_score_codex":0.0000021842554,"about_ca_system_score_gemma":0.000038413502,"threshold_uncertainty_score":0.47436157},"labels":[],"label_agreement":null},{"id":"W7018424193","doi":"","title":"Degradation of Polyethylene Terephthalate (PET) and Polyamide (PA)","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microplastics and Plastic Pollution","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; Global Water Futures; Canada First Research Excellence Fund","keywords":"Microplastics; Degradation (telecommunications); Plastic waste; Polyethylene terephthalate; Polyethylene; Polymer; Hydrolytic degradation; Plastic pollution; Polyamide","score_opus":0.005834124486324436,"score_gpt":0.1793737144622541,"score_spread":0.17353958997592966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018424193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980296,0.00012320657,0.000029225312,0.00010813694,0.00023133108,0.000108855485,0.00009651629,0.000017116185,0.0012560412],"genre_scores_gemma":[0.7070477,0.0002040351,0.0009290393,0.0000031727013,0.000010628664,1.10736295e-7,0.00023853843,0.000014915547,0.29155186],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992114,0.000024299521,0.00011994768,0.00028050353,0.00021106706,0.00015282758],"domain_scores_gemma":[0.9995593,0.000030150375,0.0001846206,0.00014495992,0.000013744773,0.000067244706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009252948,0.00015674082,0.00022607208,0.00012224361,0.00007428849,0.000010958196,0.00013918629,0.00012724222,0.00075117114],"category_scores_gemma":[0.000009961207,0.00017090405,0.000069146336,0.00013486006,0.00012401181,0.000112369395,0.000083603976,0.00014044746,0.00010751213],"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":[0.00041353228,0.00013384772,0.005986303,0.0010543916,0.0002200403,0.00013473957,0.057892993,0.00022243185,0.9140097,0.00056577096,0.004251344,0.015114929],"study_design_scores_gemma":[0.003537104,0.001600658,0.5635697,0.003358859,0.0030134202,0.0001833874,0.16603751,0.016331168,0.22843637,0.0037079197,0.0070674126,0.0031564455],"about_ca_topic_score_codex":0.044241082,"about_ca_topic_score_gemma":0.032334942,"teacher_disagreement_score":0.6855733,"about_ca_system_score_codex":0.00006453989,"about_ca_system_score_gemma":0.000020839072,"threshold_uncertainty_score":0.9853224},"labels":[],"label_agreement":null},{"id":"W7018427780","doi":"","title":"Diagnosing the role of non-water factors in water governance situations: assessing the external governance of water","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Corporate governance; Watershed; Water sector; Government (linguistics); Water industry; Water resources; Project governance; Scale (ratio); Water use; Frame (networking)","score_opus":0.007408979060082073,"score_gpt":0.22982923455215384,"score_spread":0.22242025549207178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018427780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959988,0.00038944316,0.000007157131,0.001462196,0.0004977482,0.00034675014,0.000048671507,0.000010668913,0.001238551],"genre_scores_gemma":[0.95809674,0.0008137943,0.00013394632,0.00002030968,0.00009395537,0.0000015866038,0.00013741401,0.000024894765,0.04067733],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99751425,0.0002540211,0.0003735328,0.00038533524,0.00091590156,0.000556979],"domain_scores_gemma":[0.99855435,0.000108548884,0.00052080926,0.00045138536,0.0003121041,0.00005279565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005182071,0.00030015112,0.00057898246,0.000067337925,0.00055353896,0.00008698421,0.0010446074,0.00033838025,0.0006454413],"category_scores_gemma":[0.000042575997,0.0001628673,0.00029258666,0.00019328974,0.00047068784,0.00088244985,0.00017355813,0.0004699849,0.000010583203],"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":[0.000060714134,0.000086344466,0.026413623,0.00016366766,0.00009657705,0.000017246202,0.8067213,0.00023791532,0.16337611,0.00044485417,0.00021240194,0.00216921],"study_design_scores_gemma":[0.0003611984,0.00003249408,0.13698459,0.00076168275,0.00011042871,6.874882e-7,0.34535792,0.00004128466,0.51222503,0.001026125,0.0028067876,0.0002917764],"about_ca_topic_score_codex":0.19260304,"about_ca_topic_score_gemma":0.14923522,"teacher_disagreement_score":0.4613634,"about_ca_system_score_codex":0.00019369266,"about_ca_system_score_gemma":0.00016182849,"threshold_uncertainty_score":0.866289},"labels":[],"label_agreement":null},{"id":"W7018444137","doi":"","title":"Ecological modernisation? An ecolinguistic analysis of German, Canadian and European techno-fix approaches to climate change.","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate Change Communication and Perception","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":"Situated; Critical discourse analysis; Discourse analysis; Salience (neuroscience); Action (physics); Climate change; Politics; Relation (database); Subject (documents)","score_opus":0.30897024877584134,"score_gpt":0.34285834169188545,"score_spread":0.03388809291604411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018444137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98597354,0.000048405935,0.0000019146926,0.0016270562,0.00006874041,0.00028343446,0.00014045778,0.000033488035,0.011822974],"genre_scores_gemma":[0.9794842,0.0018265883,0.00050337287,0.000044568264,0.000046108693,0.000001622414,0.0024592706,0.000013189666,0.015621083],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988405,0.00031156497,0.00013076222,0.00028727445,0.00019641084,0.00023349083],"domain_scores_gemma":[0.99901724,0.00003510254,0.00018733599,0.00031492958,0.00020371999,0.0002416537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049208256,0.00012790103,0.00034493126,0.00074034,0.00053698634,0.000038278708,0.00036688524,0.00021365698,0.0007753678],"category_scores_gemma":[0.000045653294,0.0001609335,0.00010749596,0.00058364903,0.00012724624,0.00011258069,0.00007221123,0.00013032954,0.000015531814],"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":[0.000030677857,0.00010135041,0.0069568073,0.000111420704,0.00015734494,0.000011219974,0.98145676,0.000045040913,0.00013761033,0.0025787035,0.000033947566,0.008379133],"study_design_scores_gemma":[0.00013637701,0.000063679516,0.35484272,0.00007668811,0.00077854074,1.8425256e-7,0.64011556,0.0016596485,0.000007897706,0.00008326465,0.0019575593,0.0002778539],"about_ca_topic_score_codex":0.5892246,"about_ca_topic_score_gemma":0.9937918,"teacher_disagreement_score":0.4045672,"about_ca_system_score_codex":0.00015266857,"about_ca_system_score_gemma":0.00009041387,"threshold_uncertainty_score":0.84897333},"labels":[],"label_agreement":null},{"id":"W7018651052","doi":"","title":"Effects of seismic lines on peatland carbon cycling in boreal Alberta, Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"Ontario Drive & Gear (Canada)","funders":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service; Canada Research Chairs; Alberta-Pacific Forest Industries; Alberta Biodiversity Monitoring Institute; Natural Resources Canada; Canadian Natural Resources Limited; Cenovus Energy; ConocoPhillips","keywords":"Peat; Boreal; Carbon sink; Bog; Carbon cycle; Climate change; Soil carbon; Carbon sequestration; Primary production; Litter","score_opus":0.0037835936085849967,"score_gpt":0.17575778080077215,"score_spread":0.17197418719218716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018651052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970459,0.000011007286,1.0593082e-7,0.00019398335,0.0002607933,0.00018446475,0.000011459915,0.000009838017,0.0022824581],"genre_scores_gemma":[0.84927094,0.000078733465,0.000013657194,0.000012056111,0.00001620227,5.4505625e-7,0.00034057733,0.000015123153,0.15025213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990368,0.000047900405,0.00012612212,0.0003051187,0.00022899447,0.00025508273],"domain_scores_gemma":[0.9994272,0.00016467155,0.00017779681,0.00015433799,0.000010044096,0.000065971704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006949939,0.00018066533,0.00039596806,0.00013132248,0.00005213073,0.000002837127,0.00024700712,0.00016848982,0.00004972385],"category_scores_gemma":[0.000020238407,0.00019144262,0.00006557751,0.00018730092,0.000050718558,0.00003641769,0.000061074046,0.00018077629,0.000009952511],"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":[0.0009745637,0.00029048463,0.8891255,0.0012448548,0.00018462655,0.0008750105,0.08145867,0.0077250255,0.0072847493,0.000012375936,0.006775195,0.004048939],"study_design_scores_gemma":[0.0009913114,0.00016445768,0.98479074,0.00023851961,0.00007622476,9.573944e-7,0.009284767,0.0017311606,0.0022195661,0.00003268569,0.00020419528,0.00026539704],"about_ca_topic_score_codex":0.99728507,"about_ca_topic_score_gemma":0.9994822,"teacher_disagreement_score":0.14796968,"about_ca_system_score_codex":0.00019381434,"about_ca_system_score_gemma":0.000071994444,"threshold_uncertainty_score":0.78068036},"labels":[],"label_agreement":null},{"id":"W7018673945","doi":"","title":"The Effects of Deprivation Amblyopia on Fixation Stability and Optokinetic Nystagmus","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ophthalmology and Visual Impairment 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":"University of Waterloo","funders":"","keywords":"Microsaccade; Fixation (population genetics); Monocular; Optokinetic reflex; Eye movement; Binocular vision","score_opus":0.011483311482803429,"score_gpt":0.25953159096178496,"score_spread":0.24804827947898153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018673945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977498,0.0004824651,7.9586636e-7,0.0006468742,0.0003345699,0.0005179486,0.000006240426,0.00002166117,0.00023961946],"genre_scores_gemma":[0.9477536,0.00044897315,0.000040941297,0.000006522266,0.000015521253,9.92558e-7,0.00012080265,0.000010221882,0.05160241],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99932075,0.00004979817,0.00010941836,0.00022127898,0.00018006364,0.000118695665],"domain_scores_gemma":[0.9992934,0.00019826723,0.0001571771,0.00018914696,0.00012566544,0.00003637697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001374019,0.0001429493,0.00030147596,0.000117640004,0.00015732965,0.000005474481,0.00006609016,0.00017700404,0.000020377254],"category_scores_gemma":[0.00009095877,0.00011416009,0.00008377668,0.000111194066,0.00015460163,0.000043660686,0.000035716163,0.00019084064,0.000008076183],"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":[0.01448754,0.0022150856,0.2075337,0.060723983,0.0035553067,0.00024221172,0.575445,0.0000067195674,0.10944847,0.004540196,0.0048060296,0.016995752],"study_design_scores_gemma":[0.0012419103,0.0038512426,0.9198392,0.0015357308,0.00087270845,0.0000048667307,0.054144498,0.0000919987,0.017728966,0.00044348833,0.00008133523,0.00016406055],"about_ca_topic_score_codex":0.0013128037,"about_ca_topic_score_gemma":0.0012117504,"teacher_disagreement_score":0.7123055,"about_ca_system_score_codex":0.000045084176,"about_ca_system_score_gemma":0.000035790814,"threshold_uncertainty_score":0.46553132},"labels":[],"label_agreement":null},{"id":"W7018845097","doi":"","title":"Efficient Characterization of a Unitary Quantum Gate via a Projective Rabi Experiment","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Computing Algorithms and Architecture","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":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Robustness (evolution); Scaling; Quantum; Unitary state; Projective test; Construct (python library); Topology (electrical circuits); Quantum system; Quantum gate","score_opus":0.00652359292566192,"score_gpt":0.20041176876054564,"score_spread":0.1938881758348837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018845097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99254215,0.00006629932,0.0058733937,0.00025018366,0.0006212635,0.00044999155,0.000039289003,0.00009741833,0.00005998948],"genre_scores_gemma":[0.9524214,0.000042617754,0.010461541,0.000026724683,0.00006499958,0.0000047855924,0.0010215216,0.000055620625,0.035900775],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982879,0.00017512993,0.0002041432,0.00054946,0.0005077479,0.00027561237],"domain_scores_gemma":[0.9986445,0.000034498888,0.00055440277,0.000495007,0.00019730549,0.00007431662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019819094,0.00026886686,0.00045194483,0.00048125142,0.00029347,0.000020228117,0.00094678235,0.00012974723,0.000068867426],"category_scores_gemma":[0.0000056498175,0.0003019086,0.00019890578,0.0005797147,0.000064073654,0.00009292363,0.00034524963,0.00031646097,0.000005323616],"study_design_candidate":"simulation_or_modeling","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":[0.00035101525,0.0007415133,0.000037614052,0.00063811446,0.00028270786,0.000120242614,0.7866474,0.014179568,0.1748477,0.002095475,0.0000679666,0.0199907],"study_design_scores_gemma":[0.0009379793,0.00085709005,0.004862665,0.00033934042,0.0000882829,0.000013176765,0.053319298,0.9220896,0.016300755,0.00023415452,0.00027872386,0.0006789572],"about_ca_topic_score_codex":0.007323489,"about_ca_topic_score_gemma":0.00037207245,"teacher_disagreement_score":0.90791,"about_ca_system_score_codex":0.000102051454,"about_ca_system_score_gemma":0.00017741404,"threshold_uncertainty_score":0.9999433},"labels":[],"label_agreement":null},{"id":"W7018859081","doi":"","title":"Efficient Memory Allocator for Restricting Use-After-Free Exploitations","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Security and Verification in Computing","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":"Blackberry (Canada)","funders":"","keywords":"Allocator; Heap (data structure); C dynamic memory allocation; Memory leak; Block (permutation group theory); Memory management; Offset (computer science)","score_opus":0.021187100080498275,"score_gpt":0.22780883550232123,"score_spread":0.20662173542182294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018859081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966999,0.00032225525,0.028313192,0.0013436947,0.0019208416,0.0005509942,0.00005256539,0.00033593446,0.00016151194],"genre_scores_gemma":[0.38123795,0.000090544774,0.32211742,0.00010396381,0.00033427347,0.000023768236,0.00055975106,0.00011523661,0.2954171],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99844384,0.000055974724,0.00021289126,0.0006468492,0.00034500347,0.000295425],"domain_scores_gemma":[0.9981658,0.00028722512,0.00026762873,0.0008269365,0.00035187064,0.000100540834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025743127,0.00023061321,0.00028676385,0.00047808833,0.00035589247,0.00017530122,0.0013385125,0.00022766483,0.000015529653],"category_scores_gemma":[0.000111864276,0.00029001138,0.00025114647,0.00051971735,0.000047487152,0.0002788372,0.00023768096,0.0002580358,0.000050377246],"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":[0.000228578,0.0003044263,0.000092583454,0.0023573476,0.0003774269,0.000092323746,0.9178004,0.007913393,0.0017231157,0.041773517,0.016224803,0.011112069],"study_design_scores_gemma":[0.0019075451,0.00039444037,0.003985429,0.0020332686,0.000542301,0.00001281508,0.39111814,0.58348083,0.003464706,0.004942738,0.006299831,0.0018179722],"about_ca_topic_score_codex":0.0034411694,"about_ca_topic_score_gemma":0.0036444706,"teacher_disagreement_score":0.5857611,"about_ca_system_score_codex":0.000113165006,"about_ca_system_score_gemma":0.00019153782,"threshold_uncertainty_score":0.9999552},"labels":[],"label_agreement":null},{"id":"W7018926123","doi":"","title":"Efficient and Differentially Private Statistical Estimation via a Sum-of-Squares Exponential Mechanism","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Robustness (evolution); Probability distribution; Exponential function; Differential privacy; Gaussian; Statistical distance; Connection (principal bundle); Hierarchy; Exponential family","score_opus":0.01091950570640197,"score_gpt":0.2212760171665402,"score_spread":0.21035651146013823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018926123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7334585,0.000044966717,0.264741,0.00076361455,0.00038266316,0.00027176007,0.00014175868,0.00017933766,0.00001636089],"genre_scores_gemma":[0.52195656,0.00007131443,0.47388983,0.000004927774,0.000009834753,0.0000026308073,0.0010994801,0.0000290536,0.0029363446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99812436,0.00012014612,0.00021661751,0.00063141354,0.00062142924,0.0002860603],"domain_scores_gemma":[0.9970084,0.000110501314,0.00042932833,0.0022843631,0.0000953835,0.00007201277],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.00021927744,0.00025157185,0.00043394865,0.000445693,0.0002441348,0.000047536952,0.007425485,0.00022866229,0.00016717371],"category_scores_gemma":[0.00048250146,0.0003014131,0.000082765844,0.00027235807,0.00014237894,0.00019956683,0.015278602,0.00032828745,0.0000058340534],"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":[0.001858716,0.0023918878,0.00046865502,0.006840591,0.0015995671,0.0008782436,0.16729757,0.0020417061,0.17468323,0.36309516,0.021609042,0.25723565],"study_design_scores_gemma":[0.0013512656,0.00062067684,0.005838781,0.0002834666,0.00025434303,0.000012689541,0.010997303,0.8427036,0.018817373,0.1182178,0.00006366619,0.0008390427],"about_ca_topic_score_codex":0.0054083182,"about_ca_topic_score_gemma":0.0016013754,"teacher_disagreement_score":0.8406619,"about_ca_system_score_codex":0.00008619439,"about_ca_system_score_gemma":0.00008192592,"threshold_uncertainty_score":0.9999438},"labels":[],"label_agreement":null},{"id":"W7018969855","doi":"","title":"An Examination of Political Orientation as a Determinant of Vaccination Outcomes and Health Mitigation Behaviours During the COVID-19 Pandemic","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Biology and political orientation; Politics; Pandemic; Public health; Vaccination; Orientation (vector space); Survey data collection; Cognition","score_opus":0.030097661691237197,"score_gpt":0.3286075344601028,"score_spread":0.29850987276886565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018969855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99768007,0.00003400712,0.000011058948,0.0016203006,0.00011964162,0.00041389267,0.000034176996,0.00003486096,0.000052007843],"genre_scores_gemma":[0.98401976,0.0002081427,0.000053851083,0.000020729762,0.000020263064,0.0000010212883,0.00029431775,0.000011203616,0.015370723],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986749,0.00028415275,0.00021452027,0.00022140489,0.0004007798,0.00020424245],"domain_scores_gemma":[0.9988268,0.00011124281,0.0005410707,0.00015198035,0.0002310664,0.00013782652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007413624,0.00011548117,0.00029224507,0.0002905899,0.00045955056,0.00001542378,0.00018906435,0.00017706788,0.0000422826],"category_scores_gemma":[0.000115198214,0.00011610265,0.00007822426,0.0002449908,0.000044446813,0.0003462875,0.000018957819,0.00010713654,0.0000014114141],"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":[0.00007359222,0.00007989534,0.4242119,0.0005779372,0.00003393941,0.0000056695685,0.5600375,0.000007809961,0.000743071,0.007658002,0.000029685787,0.0065410263],"study_design_scores_gemma":[0.00036630913,0.00012086329,0.7116938,0.000051281277,0.000062729385,7.5741286e-7,0.2870278,0.000013040911,0.00022952289,0.0003558605,0.0000037802743,0.00007423985],"about_ca_topic_score_codex":0.19439042,"about_ca_topic_score_gemma":0.3814808,"teacher_disagreement_score":0.2874819,"about_ca_system_score_codex":0.00029303427,"about_ca_system_score_gemma":0.0003533524,"threshold_uncertainty_score":0.8109742},"labels":[],"label_agreement":null},{"id":"W7019036926","doi":"","title":"Exploring Technology Adoption in Canada’s Mineral Mining Sector: Navigating Through an Interplay of Factors","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mining and Resource Management","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":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo; Government of Ontario","keywords":"Context (archaeology); Productivity; Sustainability; Mining industry; Process (computing); Production (economics); Capital (architecture)","score_opus":0.025984484238702348,"score_gpt":0.20788658318757675,"score_spread":0.1819020989488744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019036926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988401,0.000040819574,0.000006220418,0.000029411129,0.0004981595,0.00010751829,0.000016809972,0.00013432922,0.0003266341],"genre_scores_gemma":[0.9926505,0.00009181755,0.00070314127,6.815581e-7,0.000016551963,9.274675e-7,0.00029148837,0.000043482327,0.0062014246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99913496,0.000020514124,0.000180652,0.00022177922,0.00018983145,0.00025225288],"domain_scores_gemma":[0.99957466,0.000023461705,0.00013179543,0.00019688714,0.00003683579,0.000036337973],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006385092,0.00020404061,0.00037111132,0.00034620462,0.000049776518,0.00000523743,0.0002568167,0.00015088612,0.000022431319],"category_scores_gemma":[0.000008082946,0.00024858993,0.000056257257,0.00033855397,0.000024453537,0.00018537308,0.000046366244,0.00030831777,0.0000016786804],"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":[0.000060252347,0.000033495497,0.02175022,0.0020898622,0.00028476815,0.00013046595,0.88344985,0.06988746,0.012622351,0.00005984735,0.000336936,0.009294496],"study_design_scores_gemma":[0.0002546548,0.000057135356,0.01673232,0.0012432748,0.000047282305,4.9724497e-7,0.97364175,0.0046985317,0.0029378864,0.0000033254444,0.00010869225,0.0002746289],"about_ca_topic_score_codex":0.9029125,"about_ca_topic_score_gemma":0.9821932,"teacher_disagreement_score":0.09019192,"about_ca_system_score_codex":0.00031445862,"about_ca_system_score_gemma":0.00007170642,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W7019121611","doi":"","title":"Fabrication of 3D Hybrid Architectures Composed of sp2-Carbon and Inorganic Materials","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Carbon Nanotubes in Composites","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":"Graphene; Carbon nanotube; Nanomaterials; Hybrid material; Fabrication; Oxide; Nanostructure","score_opus":0.006561777280830341,"score_gpt":0.19410312527793327,"score_spread":0.18754134799710293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019121611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985201,0.00020265208,0.000004006053,0.000054650252,0.0004363463,0.00042450416,0.00015396564,0.000038191352,0.0001656279],"genre_scores_gemma":[0.98917323,0.00007570944,0.0020351023,0.000003450875,0.00003250385,6.4860336e-7,0.0002302322,0.00002822228,0.008420898],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985544,0.00013849988,0.00032767208,0.00039472448,0.00037189503,0.00021280441],"domain_scores_gemma":[0.99816364,0.0001061827,0.0008633052,0.00046666845,0.0003369487,0.00006328348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019924692,0.0002618572,0.0007632963,0.00036812012,0.00006135741,0.000021263579,0.0005070883,0.00018680928,0.00046859647],"category_scores_gemma":[0.000035660236,0.00028981944,0.00008156473,0.00014548849,0.00027362144,0.00009033693,0.00016137419,0.00010981891,0.00001034961],"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":[0.00024565205,0.0000616653,0.00029664146,0.00082844193,0.000044377088,0.0000031445802,0.014596131,0.000018009803,0.98346585,0.00003992061,0.00007154973,0.00032858865],"study_design_scores_gemma":[0.0004934737,0.00016652011,0.010180163,0.00028922816,0.0001711802,0.000004463066,0.004374424,0.000075530785,0.98381096,0.0001802958,0.000009293267,0.00024449412],"about_ca_topic_score_codex":0.03475658,"about_ca_topic_score_gemma":0.0020710055,"teacher_disagreement_score":0.032685574,"about_ca_system_score_codex":0.00004454469,"about_ca_system_score_gemma":0.00007124207,"threshold_uncertainty_score":0.9999554},"labels":[],"label_agreement":null},{"id":"W7019141620","doi":"","title":"FACES OF MATCHING POLYHEDRA","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":33,"is_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":"Set (abstract data type); Filter (signal processing); Matching (statistics); Noise (video); Intersection (aeronautics); Feature (linguistics)","score_opus":0.011393203437239053,"score_gpt":0.23584250092463035,"score_spread":0.2244492974873913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019141620","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":[0.9875789,0.00017769854,0.009448618,0.0005304779,0.00027505358,0.00020477774,0.00003089115,0.00008284173,0.0016707347],"genre_scores_gemma":[0.3369157,0.0002444881,0.021543529,0.000008016891,0.000027624501,4.3064344e-7,0.000052091735,0.000032246047,0.64117587],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99862015,0.00009208554,0.00012740934,0.00039929114,0.0004607426,0.00030034286],"domain_scores_gemma":[0.99863887,0.00009613148,0.00032364734,0.00062852656,0.0002223781,0.00009042441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020993337,0.00018573216,0.0003796791,0.00047740169,0.0001524288,0.000017913366,0.001732934,0.00017945179,0.00009812645],"category_scores_gemma":[0.000013227897,0.0001818795,0.00017212726,0.0003103059,0.00013472585,0.00063575024,0.00025233228,0.00019532953,0.00005535005],"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":[0.00060079014,0.00023544254,0.00071349,0.00151881,0.00047664388,0.00015973429,0.4480484,0.00007455808,0.28985518,0.15691367,0.0007595795,0.1006437],"study_design_scores_gemma":[0.0041931462,0.0011862513,0.01501477,0.003595583,0.00021009511,0.00002056856,0.35170314,0.00070320047,0.27409473,0.34461576,0.0018993774,0.0027633929],"about_ca_topic_score_codex":0.0048370534,"about_ca_topic_score_gemma":0.0038378646,"teacher_disagreement_score":0.6506632,"about_ca_system_score_codex":0.000040823936,"about_ca_system_score_gemma":0.00010116365,"threshold_uncertainty_score":0.7416831},"labels":[],"label_agreement":null},{"id":"W7019175503","doi":"","title":"Facadist Toronto: Heritage at Face Value","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Phenomenon; Value (mathematics); Cultural heritage; Industrial heritage; Face (sociological concept); Social phenomenon; Cultural heritage management; Values","score_opus":0.011016372273571022,"score_gpt":0.19789810301189556,"score_spread":0.18688173073832454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019175503","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":[0.9902916,0.00066340395,0.00022498376,0.0000437926,0.000767624,0.00027489348,0.000133706,0.0006337978,0.0069661867],"genre_scores_gemma":[0.18544027,0.00052322017,0.0006278295,0.000006114452,0.000066521934,7.9357216e-7,0.0008873275,0.00010978302,0.8123381],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99890584,0.000034975026,0.00011446929,0.00031423196,0.0002855374,0.00034493543],"domain_scores_gemma":[0.99937695,0.000037492875,0.000073947944,0.00033786523,0.000043091954,0.00013065441],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007083728,0.0003212288,0.00041121102,0.00010140431,0.00020716088,0.00001600896,0.00039683538,0.0003916597,0.0003426508],"category_scores_gemma":[0.0000060763787,0.00040061277,0.00020751124,0.00009062101,0.00004999449,0.00015382639,0.00006979639,0.00026964786,0.00033280224],"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":[0.0004137951,0.000083837615,0.00044160866,0.0036345888,0.0009291005,0.00032220146,0.87176484,0.034710716,0.02329942,0.0002479038,0.05536902,0.008782994],"study_design_scores_gemma":[0.003165911,0.00047807218,0.052397896,0.0011176686,0.0010610175,0.000019771733,0.86830145,0.032539316,0.015657905,0.0012992015,0.019497978,0.0044637816],"about_ca_topic_score_codex":0.03496137,"about_ca_topic_score_gemma":0.29303917,"teacher_disagreement_score":0.80537194,"about_ca_system_score_codex":0.00029934334,"about_ca_system_score_gemma":0.000025630885,"threshold_uncertainty_score":0.99984455},"labels":[],"label_agreement":null},{"id":"W7019221815","doi":"","title":"Fathers, Sons, and Hippies: Changes in American Blues in the 1960s and its Connection to the Counterculture","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Regional Municipality of Waterloo","funders":"","keywords":"Blues; Counterculture; Jazz; Popularity; Popular music; Call and response; White (mutation); Sexual revolution","score_opus":0.017572770068312364,"score_gpt":0.19875579627608553,"score_spread":0.18118302620777316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019221815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99378353,0.00036454198,2.6172104e-8,0.0046447,0.00019101883,0.00027851723,0.00005774057,0.00001804761,0.00066187634],"genre_scores_gemma":[0.60300404,0.00049293606,0.000003393858,0.00031234007,0.00014198136,0.000004046349,0.00017226579,0.000014698952,0.39585432],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994339,0.00007938451,0.00005375741,0.00018903539,0.000120339406,0.0001235852],"domain_scores_gemma":[0.9997219,0.000029061013,0.000085599946,0.000095417025,0.000045448447,0.000022601056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014779512,0.00013204134,0.00019577512,0.00012200816,0.00033361773,0.00004783498,0.00016133713,0.00007133792,0.00013302744],"category_scores_gemma":[0.000008211309,0.000089169196,0.000028351007,0.00008461815,0.00010558147,0.000085030595,0.000020300417,0.00020070677,0.000012036249],"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":[0.000049272167,0.000013580674,0.000037633574,0.00009295101,0.000018996654,0.000009082502,0.9826164,0.0000017436578,0.000110009976,0.0014644141,0.014432692,0.0011531967],"study_design_scores_gemma":[0.00012693698,0.00007437784,0.0019308511,0.0001297013,0.000031516367,8.117279e-7,0.885426,0.00000950839,0.000008801398,0.00003611144,0.11212355,0.000101865335],"about_ca_topic_score_codex":0.049296945,"about_ca_topic_score_gemma":0.9559909,"teacher_disagreement_score":0.906694,"about_ca_system_score_codex":0.000029851893,"about_ca_system_score_gemma":0.000011531742,"threshold_uncertainty_score":0.9570339},"labels":[],"label_agreement":null},{"id":"W7019303800","doi":"","title":"A Feminist Critical Discourse Analysis of the Experiences of Community Reintegration for Women Leaving Prison","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Prison; Criminal justice; Population; Critical discourse analysis; Mental health; Life course approach; Mental illness; Prison population; Indigenous","score_opus":0.02239909150928548,"score_gpt":0.31428002755654333,"score_spread":0.29188093604725784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019303800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985854,0.000030313027,0.00006127761,0.00021887552,0.0002312951,0.00015696863,0.000051123283,0.000008433363,0.0006563002],"genre_scores_gemma":[0.94816417,0.000035901667,0.000100684396,0.0000043835644,0.000012141532,0.000005216687,0.00010380353,0.0000048988427,0.051568795],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987332,0.00038489784,0.00017255102,0.00013547365,0.0004093345,0.00016449235],"domain_scores_gemma":[0.9986782,0.000333453,0.00039365902,0.00028448683,0.00026624705,0.000043921038],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00062220794,0.00009937249,0.00042303637,0.00035512703,0.0013938487,0.000017023998,0.00057284965,0.0001088037,0.0005590312],"category_scores_gemma":[0.0002534346,0.000095485506,0.00046177983,0.001140712,0.00051022717,0.00010648481,0.00006092017,0.0002195503,2.1902541e-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":[0.000118310505,0.00014237584,0.00036513494,0.00014027582,0.0003234397,2.7477068e-7,0.99494773,0.00007085141,0.00027177978,0.001053258,0.0000690968,0.0024974733],"study_design_scores_gemma":[0.00006469596,0.00011087615,0.0009411143,0.000041341562,0.0029827436,4.4838877e-8,0.9950435,0.0002318983,0.00023749526,0.000059549617,0.00019657014,0.00009014502],"about_ca_topic_score_codex":0.2982938,"about_ca_topic_score_gemma":0.63147426,"teacher_disagreement_score":0.33318046,"about_ca_system_score_codex":0.00016095384,"about_ca_system_score_gemma":0.00019069652,"threshold_uncertainty_score":0.9999062},"labels":[],"label_agreement":null},{"id":"W7019339489","doi":"","title":"Examining the Connection: Traumatic Life Events, Substance Use, and Service Utilization Among Persons Admitted to Inpatient Psychiatry in Ontario","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mental health; Substance use; Cohort; Inpatient care; Population; Substance abuse; Cohort study; Mental health service; Retrospective cohort study","score_opus":0.05868833707150199,"score_gpt":0.2444119498300044,"score_spread":0.1857236127585024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019339489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969389,0.000076646415,0.0000042299725,0.00085210986,0.0010662036,0.00068089756,0.000020198882,0.00006232953,0.0002984829],"genre_scores_gemma":[0.8949013,0.000029276414,0.000084737265,0.00013410609,0.000027529997,0.000004824252,0.00038474405,0.00003758009,0.10439594],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99875027,0.00012802618,0.0001948754,0.0004613104,0.00020997858,0.0002555217],"domain_scores_gemma":[0.99910206,0.00011352679,0.00023446072,0.00033728784,0.000100519166,0.00011214226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001431466,0.0002360548,0.0003351582,0.00045480824,0.00025025936,0.000024979368,0.00023686244,0.00026206623,0.00041814655],"category_scores_gemma":[0.00001511423,0.00024814645,0.00006493447,0.0007335698,0.000031775147,0.00020551085,0.000026792433,0.0003818366,0.00006143132],"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":[0.0002559984,0.00009115545,0.39376676,0.00011811767,0.00013888945,0.000009627965,0.6043693,0.000048431764,0.000006298308,0.00016055397,0.0007502626,0.0002846476],"study_design_scores_gemma":[0.00064403244,0.00007505121,0.64071155,0.0004575658,0.000088297595,0.0000011261585,0.35774955,0.000025859608,0.0000023000368,0.000018376186,0.000070889444,0.00015541704],"about_ca_topic_score_codex":0.5673985,"about_ca_topic_score_gemma":0.9973568,"teacher_disagreement_score":0.42995828,"about_ca_system_score_codex":0.00010986528,"about_ca_system_score_gemma":0.00011721618,"threshold_uncertainty_score":0.9999971},"labels":[],"label_agreement":null},{"id":"W7019407393","doi":"","title":"Flexible Fixtures: An Exploratory Study on the Emergence &amp; Mobilization of the Flexible Streets Concept in Ontario Municipalities","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Exploratory research; Space (punctuation); Urban design; Public space; Prioritization; Qualitative research; Level design; Public transport; Urban planning","score_opus":0.0529486445195998,"score_gpt":0.2917619203875724,"score_spread":0.23881327586797263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019407393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546784,0.00011160587,0.0000019371203,0.0003830356,0.00029109998,0.0007667059,0.000023021821,0.000023347846,0.0029313774],"genre_scores_gemma":[0.6501067,0.000046586618,0.000015015765,0.000012014089,0.000014825586,0.0000030368378,0.000073599964,0.000009301255,0.34971887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99748987,0.0012079437,0.00018129194,0.0003127983,0.0005628168,0.00024526287],"domain_scores_gemma":[0.9983491,0.00013671254,0.00032723826,0.0004701467,0.00067091954,0.000045887056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005354923,0.00018705345,0.00033524557,0.00016869497,0.0008055659,0.00004167402,0.0006552329,0.00017428162,0.00068471377],"category_scores_gemma":[0.00012603021,0.00015653756,0.0001016947,0.0008403144,0.00038613525,0.000379042,0.00008391359,0.00032521976,0.0000019962292],"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":[0.00009435587,0.00029641282,0.009089162,0.00003305927,0.00005010931,0.000005275598,0.98552525,0.0006132087,0.000095332754,0.0038381,0.00029546913,0.00006425189],"study_design_scores_gemma":[0.00023493517,0.00014598847,0.0228144,0.00019133373,0.00004810531,2.0283359e-8,0.9742601,0.0000057564753,0.0007239256,0.00035474612,0.0010636538,0.00015702742],"about_ca_topic_score_codex":0.79727864,"about_ca_topic_score_gemma":0.99866927,"teacher_disagreement_score":0.3467875,"about_ca_system_score_codex":0.00027482086,"about_ca_system_score_gemma":0.0016718555,"threshold_uncertainty_score":0.74971354},"labels":[],"label_agreement":null},{"id":"W7019433689","doi":"","title":"GREY TO GREEN 13 GATES TO THE GREENBELT","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning 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":"Placemaking; Blame; Government (linguistics); Urban sprawl; Threatened species; Escarpment; Natural (archaeology); Traverse","score_opus":0.012763369616121715,"score_gpt":0.22675625235775157,"score_spread":0.21399288274162986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019433689","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":[0.97257507,0.00009627967,0.0000041644284,0.017976256,0.0006794399,0.00047617557,0.00008880677,0.00005592745,0.008047874],"genre_scores_gemma":[0.09818286,0.00004377331,0.00015760788,0.00017312882,0.00012098186,5.3125586e-7,0.00007224365,0.000015382999,0.9012335],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99858385,0.000097371296,0.00008407587,0.00034204495,0.0005376216,0.00035501897],"domain_scores_gemma":[0.9990361,0.00007075393,0.00017427019,0.00033688918,0.00021376976,0.00016826269],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029388815,0.00017320017,0.00028719543,0.00013266527,0.0005371662,0.000042724983,0.00094538723,0.00021902415,0.00021772935],"category_scores_gemma":[0.0000607879,0.0001653978,0.00012763274,0.00037295785,0.000071350754,0.00015713339,0.000073264724,0.00020630081,0.0011258873],"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":[0.00015042633,0.000023725031,0.00483302,0.00006348478,0.00006657961,0.000015816393,0.85768175,0.000054149594,0.00017101652,0.00074804644,0.13211821,0.0040737777],"study_design_scores_gemma":[0.00026409404,0.00017477428,0.06666364,0.00035723622,0.00011255779,4.029184e-7,0.56472206,0.000016797147,0.00012353827,0.00009627207,0.36698163,0.00048701686],"about_ca_topic_score_codex":0.70748025,"about_ca_topic_score_gemma":0.83311075,"teacher_disagreement_score":0.8931856,"about_ca_system_score_codex":0.0001029947,"about_ca_system_score_gemma":0.00016705839,"threshold_uncertainty_score":0.99965185},"labels":[],"label_agreement":null},{"id":"W7019522629","doi":"","title":"Healthy Food Zones Around Schools: Evaluating Projected Impacts of a Restrictive Food Planning Policy on Junk Food Availability after 10 years: An Equity- focused Simulation Study","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Equity (law); Public health; Food security; Public policy; Population; Food systems; Healthy food; Unhealthy food; Food choice","score_opus":0.0570789535088034,"score_gpt":0.34990810068391837,"score_spread":0.292829147175115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019522629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99610746,0.00010536287,0.0000034090062,0.00016362984,0.0001252019,0.0030439303,0.00020258971,0.00011187293,0.00013653272],"genre_scores_gemma":[0.99675256,0.0000070420588,0.0004919248,0.000019094832,0.00021341206,0.000011866698,0.0006920848,0.00007520355,0.001736827],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9957881,0.00075572927,0.00046099443,0.0010368988,0.0013690223,0.0005892664],"domain_scores_gemma":[0.99634576,0.00031479922,0.00092730345,0.0009224067,0.001145426,0.0003443098],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00062127947,0.00053544284,0.0013359429,0.00093549816,0.00021281213,0.00005281724,0.00032480562,0.000469653,0.00006267476],"category_scores_gemma":[0.0007341618,0.00061415625,0.00033508585,0.0011464193,0.000098237826,0.00061642594,0.00023177407,0.000909698,0.000013118057],"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":[0.060697637,0.079167,0.29695982,0.009401322,0.0057353717,0.00023897941,0.52461374,0.0023684592,0.005036704,0.00018106175,0.00009411462,0.015505811],"study_design_scores_gemma":[0.0049348935,0.05246815,0.7813279,0.0011511145,0.00078795024,0.0000013278949,0.1568289,0.00083717273,0.0007600221,0.00043867782,0.0000034323023,0.00046048043],"about_ca_topic_score_codex":0.012932675,"about_ca_topic_score_gemma":0.03269809,"teacher_disagreement_score":0.48436806,"about_ca_system_score_codex":0.0008706245,"about_ca_system_score_gemma":0.0014122932,"threshold_uncertainty_score":0.999631},"labels":[],"label_agreement":null},{"id":"W7019544339","doi":"","title":"Group vs Individual: Impact of TOUCH and TILT Cross-Device Interactions on Mixed-Focus Collaboration","year":2018,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Interactive and Immersive Displays","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tilt (camera); Group (periodic table); Sensemaking; Joint (building); Multitude; Work (physics); Set (abstract data type); Affect (linguistics)","score_opus":0.014654178839507474,"score_gpt":0.2685227377971548,"score_spread":0.2538685589576473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019544339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625784,0.000008484252,0.0018955626,0.00072368,0.00022806264,0.0001232429,0.00004835913,0.000015139231,0.00069963105],"genre_scores_gemma":[0.9935334,0.000008777331,0.0012908762,0.000042868305,0.000030836833,2.0656073e-7,0.000011237852,0.0000057479033,0.005076099],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99917287,0.00006668202,0.00010036563,0.00028228198,0.00019264554,0.0001851429],"domain_scores_gemma":[0.9989038,0.000074909316,0.00018794496,0.00029925827,0.00045869168,0.00007540394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091719434,0.00012831157,0.00018952,0.00024032642,0.0002065861,0.00006677689,0.00042782325,0.000060335147,0.0001105534],"category_scores_gemma":[0.000020649613,0.000129848,0.00009331914,0.0003643756,0.00020859121,0.0013121787,0.00022610942,0.000109155764,0.00007293486],"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":[0.0018071488,0.0010501866,0.05788899,0.00012125874,0.00095838046,0.00005614401,0.34356454,0.00010178624,0.5378807,0.020357912,0.027677488,0.008535458],"study_design_scores_gemma":[0.002403538,0.005196769,0.73342776,0.00022139873,0.00010532035,0.00002453467,0.03828283,0.0040838975,0.21345326,0.0006739014,0.0015467886,0.0005799962],"about_ca_topic_score_codex":0.0098613,"about_ca_topic_score_gemma":0.0056797503,"teacher_disagreement_score":0.6755388,"about_ca_system_score_codex":0.00007824376,"about_ca_system_score_gemma":0.0000495958,"threshold_uncertainty_score":0.9967321},"labels":[],"label_agreement":null},{"id":"W7019550153","doi":"","title":"Grafting Maple with Cedar","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Architecture and Cultural Influences","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":"Immigration; Architecture; Metaphor; Humanism; Perspective (graphical); Mosaic","score_opus":0.016990346780940697,"score_gpt":0.19209420026105667,"score_spread":0.17510385348011598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019550153","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":[0.98131937,0.00005348741,2.2604776e-7,0.00044126678,0.00023296595,0.00011931816,0.000039178634,0.00012277633,0.017671386],"genre_scores_gemma":[0.08272095,0.000023983808,0.00010491274,0.000021156755,0.00011327375,3.1068063e-7,0.00041949496,0.000020508816,0.91657543],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99932444,0.000017493267,0.000069199996,0.0002076975,0.00019651935,0.00018462409],"domain_scores_gemma":[0.9995387,0.000017846634,0.00014979561,0.00012704851,0.00012456872,0.00004205066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038743787,0.00016783914,0.00023765115,0.0001208475,0.0004499668,0.00004063441,0.00022698114,0.0000788781,0.0011132726],"category_scores_gemma":[0.0000025866282,0.00013525049,0.00010034137,0.00004933345,0.00014410041,0.00014539158,0.000025378287,0.0001729482,0.00020851576],"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":[0.000109768764,0.00001318604,0.00006389515,0.00020524298,0.00014051382,0.000040960556,0.9878106,0.00001577959,0.00022794514,0.0033828188,0.0059926077,0.001996652],"study_design_scores_gemma":[0.00020878056,0.00015211116,0.00068295625,0.0002622388,0.00013871743,9.675509e-7,0.95990145,0.000005954881,0.00022541214,0.00041570637,0.03772654,0.00027913213],"about_ca_topic_score_codex":0.06252348,"about_ca_topic_score_gemma":0.57822585,"teacher_disagreement_score":0.898904,"about_ca_system_score_codex":0.000013792043,"about_ca_system_score_gemma":0.000029107723,"threshold_uncertainty_score":0.99979985},"labels":[],"label_agreement":null},{"id":"W7019676940","doi":"","title":"Implementing the Castryck-Decru attack on SIDH with general primes","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptography and Residue Arithmetic","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":"Blackberry (Canada)","funders":"","keywords":"Isogeny; Cryptography; Key exchange; Alice (programming language); Alice and Bob; Cryptographic protocol; Public-key cryptography; Exploit","score_opus":0.013007288285511155,"score_gpt":0.22774485088047694,"score_spread":0.2147375625949658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019676940","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":[0.99536264,0.00019624917,0.00022753312,0.0019193375,0.00035015307,0.0002521416,0.000010860034,0.00009922066,0.0015818501],"genre_scores_gemma":[0.3515563,0.00018908888,0.021185314,0.0001306711,0.00020012514,0.0000023696819,0.00023371945,0.00006729183,0.6264351],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985913,0.000057828445,0.00010208896,0.00047568398,0.00039202167,0.0003810705],"domain_scores_gemma":[0.9990959,0.000049078717,0.00016513528,0.000526456,0.000097251774,0.00006618379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000170971,0.00023813917,0.00024267205,0.00026993817,0.00042490254,0.00012346786,0.0009961067,0.00012842902,0.000043451717],"category_scores_gemma":[0.000002494691,0.00017341138,0.00019055356,0.00046467225,0.00008574942,0.00018347647,0.00020117284,0.00034379892,0.00005225696],"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":[0.00044194053,0.00037998793,0.0018437753,0.0015949734,0.002033288,0.0012269189,0.83411264,0.0011232859,0.005204863,0.0546803,0.033575896,0.06378213],"study_design_scores_gemma":[0.0049701394,0.0040743886,0.088406675,0.0042216885,0.0023509648,0.00017507396,0.7619696,0.02109573,0.031051764,0.004888925,0.07211366,0.0046813427],"about_ca_topic_score_codex":0.007969745,"about_ca_topic_score_gemma":0.03299398,"teacher_disagreement_score":0.64380634,"about_ca_system_score_codex":0.000031570187,"about_ca_system_score_gemma":0.00011158852,"threshold_uncertainty_score":0.99863625},"labels":[],"label_agreement":null},{"id":"W7019685762","doi":"","title":"Identifying Drivers &amp; Barriers to Potential Adoption of Electrically-Assisted Bicycles by Post-Secondary Students in Region of Waterloo, Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Likert scale; Sustainability; Perception; Process (computing); Set (abstract data type); Sustainable transport; Survey data collection","score_opus":0.009330978517118225,"score_gpt":0.24016872226760397,"score_spread":0.23083774375048574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019685762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984359,0.00009973019,0.000006422881,0.00030518215,0.0003684096,0.00047259987,0.00018977773,0.000019394298,0.000102576196],"genre_scores_gemma":[0.95230126,0.00009519039,0.00014108606,0.00001640178,0.00001195452,0.0000010317348,0.0012584841,0.000016334618,0.04615826],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974673,0.00023973126,0.00035271086,0.00045726172,0.0011164871,0.00036653315],"domain_scores_gemma":[0.9986542,0.000032405635,0.00053263485,0.0002469057,0.00029698823,0.0002368538],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003688903,0.00021125254,0.0005405421,0.00050890836,0.0003986101,0.000021502106,0.00091046735,0.0002443844,0.0007697911],"category_scores_gemma":[0.000040033894,0.00027032365,0.00019491937,0.0007432025,0.00014877932,0.00034302738,0.00007051346,0.0003321743,0.0000013296698],"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":[0.0015127952,0.00039104337,0.39917406,0.0008588176,0.000321506,0.00014254311,0.5408712,0.00007236191,0.049663045,0.000029087114,0.003792507,0.0031710125],"study_design_scores_gemma":[0.0008226018,0.00010846139,0.49254736,0.00015100646,0.00018498556,2.7686835e-7,0.5038972,0.000002142515,0.0012872049,0.000035107973,0.0006213848,0.0003423049],"about_ca_topic_score_codex":0.9820488,"about_ca_topic_score_gemma":0.9955765,"teacher_disagreement_score":0.09337328,"about_ca_system_score_codex":0.00058610406,"about_ca_system_score_gemma":0.0013186949,"threshold_uncertainty_score":0.9999749},"labels":[],"label_agreement":null},{"id":"W7019709915","doi":"","title":"Hypoxic Methane Oxidation Coupled to Denitrification in a Membrane Biofilm Reactor","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wastewater Treatment and Nitrogen Removal","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":"Denitrification; Anaerobic oxidation of methane; Nitrate; Methane; Nitrite; Wastewater; Membrane reactor; Bioreactor; Sewage treatment","score_opus":0.012165970600231649,"score_gpt":0.20009781710550026,"score_spread":0.18793184650526862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019709915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980816,0.000021193206,0.0000063690595,0.00078847253,0.000100613666,0.00056609645,0.000015804528,0.000043767894,0.00037605836],"genre_scores_gemma":[0.8244439,0.00008083256,0.011013918,0.000030040119,0.000028465225,0.0000031858078,0.0020466496,0.000042218544,0.1623108],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986508,0.000073414354,0.00016455076,0.0004942734,0.00036650058,0.00025045595],"domain_scores_gemma":[0.99934244,0.000023963674,0.00019800512,0.00025408977,0.00002402255,0.00015745628],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011939909,0.00024537015,0.00036492446,0.00023191852,0.000058286696,0.000015949388,0.00035212908,0.00022349735,0.000997054],"category_scores_gemma":[0.000017936833,0.00027676,0.0001166803,0.0005435137,0.000042465734,0.00026546355,0.00006552278,0.00015170313,0.0009907109],"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":[0.0005141627,0.000099949175,0.00094515877,0.000054071646,0.00004294588,0.000047671158,0.03342672,0.000033043027,0.9636685,0.0000070375536,0.0002305888,0.00093014014],"study_design_scores_gemma":[0.0019535054,0.00033687026,0.039705083,0.0001259472,0.00030105116,0.0000052086143,0.041470986,0.000739972,0.913555,0.000059838047,0.0010620442,0.0006844677],"about_ca_topic_score_codex":0.04445789,"about_ca_topic_score_gemma":0.060136817,"teacher_disagreement_score":0.17363773,"about_ca_system_score_codex":0.000255663,"about_ca_system_score_gemma":0.00002899033,"threshold_uncertainty_score":0.99996847},"labels":[],"label_agreement":null},{"id":"W7019723183","doi":"","title":"A High Performance DDR4 Memory Controller on FPGA","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Parallel Computing and Optimization 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":"Blackberry (Canada)","funders":"","keywords":"Memory controller; Field-programmable gate array; Controller (irrigation); Dram; Registered memory; Scheme (mathematics); Interleaved memory; Throughput; CAS latency","score_opus":0.008065297123549314,"score_gpt":0.19925024069927527,"score_spread":0.19118494357572596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019723183","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":[0.9827288,0.00025185102,0.0070996108,0.001309758,0.0012850492,0.0004362509,0.000012008777,0.0010974861,0.0057792077],"genre_scores_gemma":[0.3036174,0.00023944203,0.025728047,0.00007609811,0.00006184196,0.0000010499767,0.00010017497,0.000028074946,0.6701479],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986855,0.000054747627,0.0001405034,0.000515646,0.0003466965,0.00025693123],"domain_scores_gemma":[0.9990708,0.000039354738,0.00020364898,0.0004453842,0.00016781733,0.00007298396],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001823344,0.0002548183,0.00039817533,0.00044170866,0.00018981867,0.00007162229,0.0010290295,0.00025134863,0.000038528684],"category_scores_gemma":[0.0000073220504,0.00027227867,0.00015550561,0.00031800597,0.000042246604,0.00024346945,0.00013242668,0.00034117987,0.00022035734],"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":[0.0014747321,0.00081310276,0.00008803924,0.0034842447,0.0012949207,0.0005158091,0.4810034,0.06901589,0.0029822795,0.036646336,0.17144391,0.23123732],"study_design_scores_gemma":[0.0058453004,0.0031472289,0.006097898,0.005358386,0.0006033631,0.00002969593,0.03509663,0.8731639,0.052496895,0.0055723777,0.008348564,0.004239783],"about_ca_topic_score_codex":0.0030213308,"about_ca_topic_score_gemma":0.0005475293,"teacher_disagreement_score":0.80414796,"about_ca_system_score_codex":0.000080362355,"about_ca_system_score_gemma":0.00009112829,"threshold_uncertainty_score":0.99997294},"labels":[],"label_agreement":null},{"id":"W7020193836","doi":"","title":"La représentation de la famille éclatée dans la littérature québécoise pour les adolescents","year":2016,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Philosophy, Sociology, Political Theory","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); Cultural environment; Family life; Identity (music)","score_opus":0.013037164867399881,"score_gpt":0.2673332631935779,"score_spread":0.25429609832617805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020193836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9084588,0.0002723969,0.000060885683,0.0038019957,0.00042101706,0.00025699887,0.00013586725,0.00009086666,0.086501144],"genre_scores_gemma":[0.76136696,0.0010945605,0.00039670093,0.00005938626,0.0003257975,9.10887e-7,0.000088943205,0.00003569869,0.23663107],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945285,0.003680485,0.0002045311,0.0005742176,0.00040203225,0.00061025826],"domain_scores_gemma":[0.9979529,0.00079147966,0.00037271355,0.00033843773,0.00022648912,0.00031798292],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010834394,0.0003743785,0.0005189201,0.00018243244,0.0007833321,0.000036590885,0.00071037957,0.001792572,0.0001593258],"category_scores_gemma":[0.00027656308,0.00040461958,0.00038971312,0.00026644842,0.003491509,0.0003199958,0.00010762921,0.0007691588,0.00019150192],"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":[0.00021705401,0.0002869504,0.013296107,0.00035811256,0.00017090702,0.00014793918,0.5667915,0.000008259653,0.008561321,0.40711585,0.00037624946,0.0026697435],"study_design_scores_gemma":[0.0010854849,0.00007807411,0.069007315,0.0011101171,0.0003339548,0.000010517403,0.8447599,0.000027651322,0.000509614,0.0796395,0.0028827076,0.0005551777],"about_ca_topic_score_codex":0.15944083,"about_ca_topic_score_gemma":0.03746088,"teacher_disagreement_score":0.32747635,"about_ca_system_score_codex":0.0005897896,"about_ca_system_score_gemma":0.0005595537,"threshold_uncertainty_score":0.99984056},"labels":[],"label_agreement":null},{"id":"W7020225442","doi":"","title":"Kinematics-Based Recovery Metrics and Inertial Measurement Units to Monitor Recovery Post-Knee Arthroscopic Surgery: A Case Study","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Knee injuries and reconstruction 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":"University of Waterloo","funders":"","keywords":"Rehabilitation; Meniscus; Inertial measurement unit; Visualization; Work (physics); Range of motion; Arthroscopy","score_opus":0.022632619767543872,"score_gpt":0.24604280580390203,"score_spread":0.22341018603635815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020225442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965036,0.0001993482,0.00002479813,0.0004454111,0.0010169338,0.0015294248,0.00012521213,0.00011764953,0.00003761051],"genre_scores_gemma":[0.9158412,0.0003106691,0.006900103,0.00015734155,0.00017949646,0.000023254468,0.0007942992,0.00013343082,0.07566016],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99801934,0.00015191844,0.00037973543,0.0004655135,0.00072111096,0.00026238515],"domain_scores_gemma":[0.9978532,0.0001215742,0.00043642992,0.00041457283,0.00095091196,0.00022328603],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005788409,0.00033286042,0.0009917616,0.0018450067,0.00033192665,0.000032817352,0.00011190235,0.0002427466,0.00037813262],"category_scores_gemma":[0.000251029,0.0003587163,0.00022298127,0.00091165677,0.00006124,0.00013875861,0.00008191105,0.000389018,0.0000045308084],"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":[0.030903565,0.0074153976,0.06723972,0.020069228,0.008532245,0.02760689,0.31220403,0.00028448593,0.044185095,0.00003489818,0.03757915,0.4439453],"study_design_scores_gemma":[0.0029323287,0.00882116,0.011873943,0.0013649142,0.0022555897,0.0005047194,0.9620065,0.000055598863,0.008350534,0.000018453431,0.0008405667,0.00097567064],"about_ca_topic_score_codex":0.05426937,"about_ca_topic_score_gemma":0.029243715,"teacher_disagreement_score":0.6498025,"about_ca_system_score_codex":0.00033759917,"about_ca_system_score_gemma":0.00045011667,"threshold_uncertainty_score":0.99988645},"labels":[],"label_agreement":null},{"id":"W7020387600","doi":"","title":"Land use changes and salinization: Impacts on lake phosphorus cycling and water quality","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Eutrophication; Impervious surface; Water quality; Urbanization; Land use; Stormwater; Watershed; Agricultural land; Land cover; Hydrology (agriculture)","score_opus":0.016254228141848272,"score_gpt":0.22060840344227015,"score_spread":0.20435417530042188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020387600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989776,0.000025340407,0.000002236255,0.000290274,0.00017839394,0.00019362321,0.0001083912,0.000037061796,0.00018709524],"genre_scores_gemma":[0.80371296,0.0007286894,0.00019515626,0.00003399418,0.000031377756,5.2732156e-7,0.0010582211,0.00003382374,0.19420525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908656,0.000053472373,0.00010960208,0.0003284686,0.00021761992,0.00020426138],"domain_scores_gemma":[0.9994793,0.00007391813,0.00014650587,0.00018110055,0.000015495281,0.000103707665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022633835,0.00018133945,0.00029992024,0.00006481925,0.00018512423,0.000037267957,0.000104036415,0.00020458481,0.00021184205],"category_scores_gemma":[0.000017017119,0.00016275274,0.000035432528,0.000080923775,0.0000718541,0.00014327672,0.000088819026,0.00012847572,0.000088432054],"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":[0.0005617538,0.000107705804,0.7177504,0.0011041668,0.00020515277,0.00009411497,0.26519707,0.000550213,0.0034693133,0.00019124194,0.0017350784,0.009033854],"study_design_scores_gemma":[0.0011089743,0.00029447602,0.9443961,0.0005250978,0.00016101093,0.0000051273037,0.046615556,0.0019847061,0.0011252809,0.00023881016,0.0027783064,0.0007665855],"about_ca_topic_score_codex":0.05251619,"about_ca_topic_score_gemma":0.6016049,"teacher_disagreement_score":0.5490887,"about_ca_system_score_codex":0.00003711831,"about_ca_system_score_gemma":0.00000613066,"threshold_uncertainty_score":0.95379317},"labels":[],"label_agreement":null},{"id":"W7020540626","doi":"","title":"Managing the infrastructure gap: perceptions, challenges and strategies in Calgary and Edmonton","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning 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":"Asset management; Asset (computer security); Politics; Urban infrastructure; Public infrastructure; Capital (architecture); Work (physics); Descriptive statistics; Local government","score_opus":0.01168342753908789,"score_gpt":0.2277330441591659,"score_spread":0.21604961662007802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020540626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817737,0.006192984,3.6143643e-7,0.0029110156,0.00010388046,0.00012374374,0.000011264702,0.000019535517,0.008863558],"genre_scores_gemma":[0.6282142,0.05063403,0.0001603726,0.000022916121,0.000054669472,0.0000010517683,0.00008558124,0.000014630659,0.32081255],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992593,0.00012208165,0.00005099123,0.00020450658,0.00021095757,0.00015218594],"domain_scores_gemma":[0.9996955,0.00004512942,0.000105051135,0.000095599215,0.000023030994,0.000035714154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019689028,0.0001019674,0.00015791776,0.00009029108,0.0005085438,0.0000333575,0.00019030974,0.0001215433,0.00011583648],"category_scores_gemma":[0.000008964751,0.00010178178,0.000027432603,0.00007771678,0.00018291043,0.00021084589,0.000049109844,0.00027685193,7.775781e-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":[0.000041368097,0.000008212831,0.0019415203,0.000104662366,0.00001891118,0.00002031392,0.97588795,0.000015882279,0.000034823188,0.005953096,0.0010364952,0.014936755],"study_design_scores_gemma":[0.00010509715,0.00001930848,0.2518542,0.000061101615,0.000021448739,6.2485697e-7,0.7418113,0.000021923152,3.861653e-7,0.0014419991,0.0045731524,0.00008949586],"about_ca_topic_score_codex":0.1808241,"about_ca_topic_score_gemma":0.6124297,"teacher_disagreement_score":0.43160555,"about_ca_system_score_codex":0.00005927614,"about_ca_system_score_gemma":0.000079772784,"threshold_uncertainty_score":0.82463086},"labels":[],"label_agreement":null},{"id":"W7020621681","doi":"","title":"A Metamotivational Approach to Understanding Managers’ Beliefs About Motivationally Diverse Teams in the Domain of Regulatory Mode","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Team Dynamics and Performance","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; University of Waterloo","keywords":"Perspective (graphical); Diversity (politics); Extant taxon; Task (project management); Team effectiveness; Domain (mathematical analysis); Variety (cybernetics); Goal pursuit","score_opus":0.027874317976111097,"score_gpt":0.25098375768919917,"score_spread":0.22310943971308808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020621681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98900414,0.000022369153,0.00045426894,0.0005036934,0.00029288113,0.00050238136,0.00014755534,0.000029480163,0.009043259],"genre_scores_gemma":[0.79382414,0.00002039569,0.001700013,0.000043415042,0.00004162288,0.0000041708377,0.0011689635,0.00003604513,0.20316122],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984832,0.00012414194,0.00021938991,0.00039747285,0.00050703896,0.0002687744],"domain_scores_gemma":[0.99905604,0.00010530875,0.0003120277,0.00040057462,0.00007604959,0.000049980514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048799053,0.0002189728,0.00036860496,0.00070809026,0.00017321808,0.0000127295725,0.0006271768,0.00026245136,0.000114175105],"category_scores_gemma":[0.0000095890255,0.0002195313,0.000164429,0.00065743533,0.00010329211,0.00013208875,0.00006620567,0.00030247952,0.000034488072],"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":[0.00041972488,0.00031654298,0.005235134,0.00036038976,0.0003961722,0.000021570373,0.7584928,0.0031081878,0.00028168462,0.22694793,0.00407204,0.00034779828],"study_design_scores_gemma":[0.0007220334,0.00006572722,0.37599227,0.00016801414,0.00006695741,0.0000013377612,0.6185078,0.000454692,0.000005055727,0.0036587613,0.00011703053,0.00024029147],"about_ca_topic_score_codex":0.01702467,"about_ca_topic_score_gemma":0.014896339,"teacher_disagreement_score":0.37075713,"about_ca_system_score_codex":0.00020840173,"about_ca_system_score_gemma":0.0000737484,"threshold_uncertainty_score":0.989521},"labels":[],"label_agreement":null},{"id":"W7020713565","doi":"","title":"A meta-analytic comparison of why workplace ostracism relates to discretionary behavior","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Particle physics theoretical and experimental 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":"University of Waterloo","funders":"","keywords":"Ostracism; Belongingness; Social exchange theory; Mediation; Control (management); Organizational citizenship behavior; Moderated mediation; Social comparison theory; Structural equation modeling","score_opus":0.02716473645376175,"score_gpt":0.27237751258896564,"score_spread":0.2452127761352039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020713565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963122,0.0004392338,0.000033723234,0.00047257156,0.0001143437,0.00023036312,0.00014309533,0.000018813504,0.0022356512],"genre_scores_gemma":[0.9224663,0.0000028260604,0.00031294092,0.0000026091611,0.000024484287,0.000003861649,0.0003470828,0.000016890135,0.076823026],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990577,0.000033299686,0.00018538047,0.00029859372,0.00023511013,0.00018992777],"domain_scores_gemma":[0.9994454,0.00004017834,0.00015190867,0.00019379954,0.000075133445,0.00009360777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000566679,0.00022529464,0.0007235479,0.00009109777,0.00010753296,0.000014110643,0.000213448,0.0000680352,0.00081102335],"category_scores_gemma":[0.0000011637682,0.00021109663,0.00051484845,0.00019876585,0.000111809626,0.00008577086,0.00010627041,0.00018995912,0.00015162533],"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":[0.0013834194,0.0032263664,0.02151665,0.0008785856,0.030717805,0.000038712,0.64256656,0.0005575067,0.09745557,0.17972924,0.017135296,0.004794321],"study_design_scores_gemma":[0.00069669855,0.0005351543,0.0033161293,0.00043735091,0.033230025,4.0458372e-7,0.6566548,0.00040939054,0.26749435,0.03552385,0.00059160497,0.001110251],"about_ca_topic_score_codex":0.008042581,"about_ca_topic_score_gemma":0.000473067,"teacher_disagreement_score":0.17003877,"about_ca_system_score_codex":0.000024225352,"about_ca_system_score_gemma":0.00001720612,"threshold_uncertainty_score":0.99856293},"labels":[],"label_agreement":null},{"id":"W7020787776","doi":"","title":"Migration Narratives from Third Wave Bulgarian Immigrants in London, Canada: Internalization of Balkanism and its Effects on Citizenship","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spatial and Cultural 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":"DSM (Canada)","funders":"","keywords":"Bulgarian; Immigration; Naturalisation; Citizenship; Communism; Narrative; Identity (music); Ethnic group; Norwegian","score_opus":0.010805894272870657,"score_gpt":0.20806972278045133,"score_spread":0.19726382850758067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020787776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997057,0.00058329874,7.265315e-7,0.0010619023,0.0004303842,0.00030629913,0.00006490846,0.000011554892,0.00048387816],"genre_scores_gemma":[0.9607625,0.0005067992,0.0000170793,0.000020425632,0.000044308897,0.000001235043,0.00032535277,0.0000068122927,0.038315482],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882025,0.00022735936,0.00012374842,0.00024741123,0.00042792145,0.00015330892],"domain_scores_gemma":[0.999373,0.00011005415,0.00027027214,0.00006465653,0.00013098028,0.000051013645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011574162,0.00015229237,0.00033471838,0.000101779784,0.00037050602,0.000012583716,0.00015872838,0.00013267751,0.00016394995],"category_scores_gemma":[0.0000644917,0.00015994256,0.000054763557,0.0001843361,0.000057484114,0.000098960016,0.00003601764,0.00015793495,0.0000010436147],"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":[0.00030025866,0.00003125658,0.0070719505,0.00012265326,0.0001364857,0.000037688118,0.9836526,0.0000069869043,0.0041274596,0.0019402631,0.001257775,0.0013146129],"study_design_scores_gemma":[0.0007235504,0.000183213,0.16156013,0.00046955055,0.000077233264,1.3112927e-7,0.8299213,0.000029509169,0.0052224956,0.00079060794,0.0007325753,0.0002897088],"about_ca_topic_score_codex":0.987349,"about_ca_topic_score_gemma":0.9993076,"teacher_disagreement_score":0.15448818,"about_ca_system_score_codex":0.00020727303,"about_ca_system_score_gemma":0.00014998471,"threshold_uncertainty_score":0.6522268},"labels":[],"label_agreement":null},{"id":"W7020866918","doi":"","title":"Monotonic and Fatigue Performance of RC Beams Strengthened with Externally Post-Tensioned CFRP Tendons","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Structural Behavior of Reinforced Concrete","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 of Waterloo","keywords":"Beam (structure); Ultimate tensile strength; Corrosion; Fibre-reinforced plastic; Stress (linguistics); Carbon fiber reinforced polymer; Fatigue limit; Monotonic function","score_opus":0.006637314313581569,"score_gpt":0.19068129693107475,"score_spread":0.18404398261749316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020866918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990191,0.00015383458,0.000021232829,0.000016111499,0.0001229218,0.00026987566,0.000043091208,0.00009879965,0.0002550477],"genre_scores_gemma":[0.9720219,0.00032362473,0.0045250324,0.0000025598324,0.000011777737,4.3320878e-7,0.00026674132,0.000047180358,0.02280079],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998992,0.000009788267,0.00016968373,0.00024235949,0.00030526036,0.0002808939],"domain_scores_gemma":[0.99912685,0.000030054664,0.00019276162,0.0002973754,0.00024438073,0.00010856323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000050269704,0.00031709624,0.00047685488,0.00033127755,0.00008417557,0.000011055746,0.00027695418,0.00026580328,0.000064708314],"category_scores_gemma":[0.0000040563873,0.00032161345,0.00009667128,0.00015059515,0.00010339702,0.0002544864,0.00003383891,0.00028361325,0.0000036674862],"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":[0.0036309762,0.0000135939,0.007287594,0.003923171,0.0012757848,0.00028389992,0.13379028,0.014802587,0.7553322,0.00012399234,0.000098311364,0.07943761],"study_design_scores_gemma":[0.005437075,0.002285809,0.30092102,0.0029286123,0.0015863014,0.000094513205,0.126889,0.019807568,0.53750396,0.0000115924595,0.00011765628,0.002416857],"about_ca_topic_score_codex":0.0054547703,"about_ca_topic_score_gemma":0.002577148,"teacher_disagreement_score":0.29363343,"about_ca_system_score_codex":0.000058444977,"about_ca_system_score_gemma":0.000043392505,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W7020903806","doi":"","title":"Micro- and Nanoplastics Removal through Drinking Water Treatment Processes: Insights from Published Investigations and Development of a Possible Regulatory Approach","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microplastics and Plastic Pollution","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":"Blackberry (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Water treatment; Pollutant; Human health; Filtration (mathematics); Waterborne diseases; Water quality","score_opus":0.013106524515812755,"score_gpt":0.18055474418201564,"score_spread":0.16744821966620288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020903806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99906105,0.000087606764,0.00017415146,0.000034245095,0.00011667396,0.00022513524,0.000049646784,0.000026465379,0.00022500548],"genre_scores_gemma":[0.7841827,0.00039788603,0.12289771,0.00001296077,0.000039455554,0.0000038106264,0.004055508,0.00007077513,0.08833916],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988836,0.000029687533,0.00019599928,0.00044606574,0.00024412012,0.00020050061],"domain_scores_gemma":[0.9994441,0.000053337986,0.00020659954,0.00016286373,0.000039864775,0.00009323103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005784238,0.00023546272,0.00032714862,0.000118355296,0.0003003392,0.00003504394,0.00014425868,0.00022367148,0.00007492548],"category_scores_gemma":[0.000018645438,0.00020686082,0.00003108905,0.00016438885,0.00023246417,0.00032051926,0.00013446315,0.00009912401,0.000018300256],"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":[0.00017204706,0.00020823257,0.002949525,0.0007068119,0.00025476105,0.000025653482,0.64818984,0.0004721511,0.34521696,0.000092859555,0.00035152142,0.0013596163],"study_design_scores_gemma":[0.004887942,0.0005451627,0.103829995,0.001700914,0.001209545,0.000023779621,0.2710799,0.0027009526,0.6018623,0.0036117109,0.006399378,0.0021484392],"about_ca_topic_score_codex":0.011310073,"about_ca_topic_score_gemma":0.033450436,"teacher_disagreement_score":0.37710997,"about_ca_system_score_codex":0.00013624715,"about_ca_system_score_gemma":0.00012322703,"threshold_uncertainty_score":0.9952737},"labels":[],"label_agreement":null},{"id":"W7020909478","doi":"","title":"Monetary Policy Analysis and its Contemporary Challenges","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Monetary policy; Real estate; Sample (material); Event (particle physics); Policy analysis; Liberian dollar; Yield (engineering); Empirical evidence; Interest rate","score_opus":0.020377387503336335,"score_gpt":0.24602500638041025,"score_spread":0.2256476188770739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020909478","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":[0.9331851,0.014027214,1.5957843e-7,0.0340509,0.00014129092,0.00017419155,0.0003742506,0.00004563012,0.01800128],"genre_scores_gemma":[0.40652353,0.007950202,0.000012938419,0.000047002235,0.00010254794,1.7060923e-7,0.00008712537,0.0000086972395,0.5852678],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99904317,0.00007775865,0.00007944994,0.0003104223,0.0002636716,0.00022551605],"domain_scores_gemma":[0.9994257,0.000038123042,0.0001438508,0.00014113686,0.00006890331,0.00018225015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001539577,0.00014528686,0.00035306133,0.0006447656,0.00024801478,0.000027078977,0.00024625956,0.00027565687,0.00010545862],"category_scores_gemma":[0.000028472074,0.00018364139,0.00019332401,0.000602647,0.00012470639,0.00020543064,0.000031161537,0.00017300794,0.00003977025],"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":[0.00005577127,0.000018689036,0.00012176151,0.00037752246,0.0009230559,0.0000990966,0.9556047,0.0000031285458,0.000048716298,0.024462953,0.014790589,0.0034940208],"study_design_scores_gemma":[0.00044781956,0.00009314259,0.06237073,0.00039540374,0.0017647446,9.756627e-7,0.72467613,0.00013252038,0.00010500616,0.0031100144,0.20607562,0.0008278733],"about_ca_topic_score_codex":0.9370352,"about_ca_topic_score_gemma":0.9763163,"teacher_disagreement_score":0.5672665,"about_ca_system_score_codex":0.00009996277,"about_ca_system_score_gemma":0.00047940147,"threshold_uncertainty_score":0.7488678},"labels":[],"label_agreement":null},{"id":"W7020969047","doi":"","title":"Modelling and Performance of a Hydrogel-Based Photobioreactor","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Algal biology and biofuel production","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":"Photobioreactor; Life support system; Productivity; Biomass (ecology); Raw material; Production (economics)","score_opus":0.010309797384424769,"score_gpt":0.1857860824666504,"score_spread":0.17547628508222562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020969047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984815,0.00042191058,0.0000035520077,0.0000769344,0.00025070438,0.000102383885,0.000020415235,0.000041616804,0.0006009542],"genre_scores_gemma":[0.9013103,0.00022562152,0.00036859844,0.0000033198958,0.000029818451,2.1840705e-7,0.00044594103,0.000014051284,0.09760212],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993673,0.000018266071,0.0000982083,0.0002877244,0.00009908874,0.00012940369],"domain_scores_gemma":[0.9995598,0.000012954871,0.00014880522,0.00015911227,0.00008528824,0.000034002845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008176202,0.00015763498,0.0002692458,0.00018350554,0.00007491644,0.0000040496616,0.0001203051,0.0003385832,0.000090059686],"category_scores_gemma":[0.0000025808945,0.0001604316,0.00009199031,0.00011523852,0.00011537686,0.00008742982,0.000020677882,0.00020012353,0.000025539583],"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":[0.015573676,0.00078916166,0.0058788606,0.02887601,0.0024384034,0.00013590253,0.3431083,0.046705924,0.51632,0.004108952,0.0015524287,0.034512393],"study_design_scores_gemma":[0.0022842062,0.0020428847,0.0019796498,0.0026201494,0.0017995505,0.000014665834,0.08908896,0.24297139,0.6476729,0.0015719763,0.006180532,0.0017731248],"about_ca_topic_score_codex":0.024020283,"about_ca_topic_score_gemma":0.0058039664,"teacher_disagreement_score":0.25401932,"about_ca_system_score_codex":0.000025679,"about_ca_system_score_gemma":0.000049173977,"threshold_uncertainty_score":0.98247886},"labels":[],"label_agreement":null},{"id":"W7020985251","doi":"","title":"Mosaics of Resistance: Political Identity Expression in Palestinian Youth Subcultures","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Jewish and Middle Eastern Studies","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":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vision; Homeland; Politics; Expression (computer science); Geopolitics; Mosaic; Identity (music); Semiotics","score_opus":0.01976143570903508,"score_gpt":0.25990585007712486,"score_spread":0.24014441436808978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020985251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856876,0.0018704296,0.0000012825352,0.00030246313,0.00040161656,0.00017404939,0.00010945385,0.000033488148,0.01141962],"genre_scores_gemma":[0.7154363,0.00025910258,0.00020009896,0.0000039162132,0.000057443693,2.5174765e-7,0.00013775227,0.000010278596,0.28389484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986595,0.00011264737,0.00014924697,0.00027680528,0.00047607356,0.0003257145],"domain_scores_gemma":[0.99939674,0.000031250063,0.00015772461,0.00014270318,0.0001711337,0.000100451936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000241045,0.00014909686,0.00036040274,0.00020118488,0.00018160502,0.000023958068,0.00032867072,0.00029780692,0.000021387834],"category_scores_gemma":[0.00007078669,0.00016168313,0.00014084713,0.00029058868,0.00028061616,0.00024440177,0.000069165166,0.00023190721,0.000016794056],"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":[0.00014726297,0.00007831785,0.01199625,0.0008199021,0.00004936683,0.000046278466,0.9499063,5.574503e-7,0.0008661202,0.03535666,0.0004033383,0.0003296406],"study_design_scores_gemma":[0.00021550232,0.000021610504,0.012313613,0.0010108363,0.00008633605,6.6440606e-8,0.9825102,8.0146157e-7,0.00034124218,0.0030043866,0.00033004378,0.00016537307],"about_ca_topic_score_codex":0.088250585,"about_ca_topic_score_gemma":0.8068442,"teacher_disagreement_score":0.7185936,"about_ca_system_score_codex":0.00010151281,"about_ca_system_score_gemma":0.00014400162,"threshold_uncertainty_score":0.9178208},"labels":[],"label_agreement":null},{"id":"W7021211155","doi":"","title":"Navigating Identities in Text: Towards an Approach for Dementia Care","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Algebraic structures and combinatorial models","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":"Blackberry (Canada)","funders":"","keywords":"Persona; Identity (music); Task (project management); Relation (database); Proxy (statistics); Distancing; Affect (linguistics); Comprehension","score_opus":0.01867870412467541,"score_gpt":0.2692209359191308,"score_spread":0.2505422317944554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021211155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99774736,0.0003636976,0.00006761028,0.00002147,0.0006294395,0.00047780763,0.000044583096,0.00006147735,0.00058653334],"genre_scores_gemma":[0.93290496,0.000030896925,0.01080381,0.000003630024,0.00011434221,0.0000050563717,0.0011820587,0.0000705075,0.054884717],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99893314,0.0000343304,0.00016545308,0.00037028143,0.00026348716,0.00023330355],"domain_scores_gemma":[0.9993376,0.00002685101,0.00017640935,0.00025031308,0.00015734181,0.000051447656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009591957,0.00023415977,0.0004210341,0.00010828793,0.000128998,0.000049578837,0.00036972217,0.00031575706,0.000054633834],"category_scores_gemma":[0.000015916603,0.0002654029,0.00019887747,0.00012846319,0.000036493664,0.00019775644,0.000066295856,0.0003161329,0.0000025051115],"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":[0.00020100162,0.00009879381,0.00016140309,0.008765425,0.00039765105,0.000021058606,0.8908026,0.0000624804,0.00030393575,0.09325702,0.00068658654,0.005242017],"study_design_scores_gemma":[0.00064385735,0.00011360529,0.00021102921,0.00053162314,0.00047732933,0.0000011616175,0.75713426,0.0005341164,0.0004835523,0.23946898,0.00003916292,0.00036134952],"about_ca_topic_score_codex":0.013471712,"about_ca_topic_score_gemma":0.016676977,"teacher_disagreement_score":0.14621197,"about_ca_system_score_codex":0.000097639066,"about_ca_system_score_gemma":0.0000843994,"threshold_uncertainty_score":0.9999798},"labels":[],"label_agreement":null},{"id":"W7021315214","doi":"","title":"Novel Infusion Procedure for Antimicrobial Fabric Generation","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Antimicrobial agents and applications","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Antimicrobial; Woven fabric; Copper; Textile","score_opus":0.01771069508773696,"score_gpt":0.21945696179281265,"score_spread":0.2017462667050757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021315214","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":[0.99786156,0.000010455486,0.00019736418,0.0004657064,0.00019771088,0.0003241458,0.0004977206,0.000120717916,0.0003246309],"genre_scores_gemma":[0.06726894,0.00013608292,0.0027820433,0.000025095456,0.00027117803,0.000004038467,0.014484926,0.00007291719,0.9149548],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990759,0.000003684355,0.0001471543,0.00041188224,0.00013645364,0.00022493338],"domain_scores_gemma":[0.99918884,0.00001546688,0.00029190315,0.00023452983,0.00021293295,0.00005634887],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000045663168,0.00022066571,0.00028719936,0.00013085506,0.0003533631,0.000026667896,0.00030135995,0.0003973993,0.0002700509],"category_scores_gemma":[0.000010752009,0.00026488953,0.00020413242,0.00016686854,0.00004054884,0.00009963636,0.000051541658,0.00015744357,0.00006677889],"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":[0.000071025475,0.000105129155,0.000026076672,0.00081874157,0.00006507857,0.0000015010346,0.0104909735,0.000052632346,0.9542651,0.0000869751,0.032691058,0.0013256865],"study_design_scores_gemma":[0.0041637016,0.0001153135,0.0018013048,0.0012765116,0.00110626,0.000009879545,0.085282855,0.0054323375,0.87533027,0.000089373454,0.023499409,0.0018927888],"about_ca_topic_score_codex":0.0064122374,"about_ca_topic_score_gemma":0.018598363,"teacher_disagreement_score":0.9305926,"about_ca_system_score_codex":0.000057645553,"about_ca_system_score_gemma":0.000106880034,"threshold_uncertainty_score":0.99998033},"labels":[],"label_agreement":null},{"id":"W7023143945","doi":"","title":"Packing Unit Disks","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Computational Geometry and Mesh Generation","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":"University of Waterloo; Institut national de recherche en informatique et en automatique (INRIA); McGill University","keywords":"Nucleofection; Intersection (aeronautics); Set (abstract data type); Frame (networking); Filter (signal processing)","score_opus":0.017922406085236445,"score_gpt":0.21476489639795399,"score_spread":0.19684249031271756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023143945","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":[0.9867372,0.00019072588,0.010041407,0.00043266054,0.0007135218,0.0001590499,0.000009889847,0.00011682333,0.0015987124],"genre_scores_gemma":[0.229518,0.00036881687,0.024553463,0.000034039964,0.00011369293,4.3030082e-7,0.0008950585,0.00002071705,0.7444958],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99893326,0.000052268024,0.00010970871,0.0003639019,0.00035120972,0.00018965986],"domain_scores_gemma":[0.9990889,0.00004039094,0.00021744093,0.00033477662,0.00023770862,0.00008078077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000858713,0.00017426936,0.00024098875,0.00035866434,0.00028949493,0.00003560392,0.0006908695,0.00017507366,0.000060005917],"category_scores_gemma":[0.000010108555,0.00021510682,0.00013740949,0.00046284354,0.00003467183,0.00044182182,0.00009647899,0.00017980707,0.00007792181],"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":[0.00029824642,0.0006103312,0.0018739225,0.00091222994,0.0006347085,0.00063464115,0.647633,0.009706202,0.016439132,0.050221663,0.024793148,0.24624275],"study_design_scores_gemma":[0.010316963,0.00229497,0.32288978,0.0026492085,0.0009355486,0.00028455647,0.24197263,0.19456628,0.07641434,0.018448787,0.11980871,0.009418223],"about_ca_topic_score_codex":0.0036088128,"about_ca_topic_score_gemma":0.006696955,"teacher_disagreement_score":0.7572192,"about_ca_system_score_codex":0.000037122893,"about_ca_system_score_gemma":0.00015429984,"threshold_uncertainty_score":0.87718016},"labels":[],"label_agreement":null},{"id":"W7023414168","doi":"","title":"The Memory Mines","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Memory, Trauma, and Commemoration","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":"Society for the Study of Architecture in Canada","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Diafiltration; Liquation; Fusible alloy; Articular cartilage damage","score_opus":0.016506356120629454,"score_gpt":0.24408058316463938,"score_spread":0.22757422704400992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023414168","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":[0.93634915,0.0005792047,0.000008905543,0.0022855962,0.0027270059,0.00029680392,0.000029464405,0.00006915693,0.057654694],"genre_scores_gemma":[0.04476074,0.00015476767,0.000061638304,0.000022728502,0.00017447589,0.0000013429311,0.00019901281,0.000026918477,0.95459837],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988612,0.0001428692,0.0001388737,0.0003352506,0.00023245566,0.0002893576],"domain_scores_gemma":[0.9987261,0.00011435522,0.00029810602,0.0006128129,0.00017577852,0.000072830844],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020016736,0.00021996212,0.000284657,0.00014031518,0.0004484371,0.000021055728,0.00058448646,0.000330114,0.0015681707],"category_scores_gemma":[0.000011886416,0.00017199616,0.00018607422,0.00010620753,0.00013204037,0.00010711855,0.000029772033,0.00016611943,0.00061792426],"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":[0.0020323482,0.0002502365,0.00052768097,0.00027739466,0.0007896173,0.00011869675,0.4343579,0.000001316117,0.007059691,0.0046189185,0.2880491,0.26191708],"study_design_scores_gemma":[0.0025158552,0.00033355545,0.024756376,0.00029004613,0.00043603356,0.000010268334,0.904627,0.000012165387,0.0032971932,0.0013437696,0.061545905,0.00083183707],"about_ca_topic_score_codex":0.010044391,"about_ca_topic_score_gemma":0.07559439,"teacher_disagreement_score":0.8969437,"about_ca_system_score_codex":0.000037954163,"about_ca_system_score_gemma":0.000052411608,"threshold_uncertainty_score":0.9993445},"labels":[],"label_agreement":null},{"id":"W7023414520","doi":"","title":"Software Journeys","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software 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":"University of Waterloo","funders":"","keywords":"Documentation; Software development; Software; Software construction; Software documentation; Backporting; Software system; Code (set theory); Source code; Resource (disambiguation)","score_opus":0.01091135535787974,"score_gpt":0.20949947220232254,"score_spread":0.1985881168444428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023414520","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":[0.9881233,0.00024607417,0.009365988,0.000429395,0.0008498793,0.0002929762,0.000008751681,0.00048073873,0.00020289073],"genre_scores_gemma":[0.018036434,0.000121317,0.06994601,0.000011049975,0.00005764046,9.686911e-7,0.00012508476,0.00004183236,0.91165966],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99847996,0.000044255597,0.000105544364,0.00044363333,0.00054686744,0.0003797619],"domain_scores_gemma":[0.9984518,0.00017119404,0.00014517261,0.0007307364,0.00032950108,0.00017157392],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015023773,0.0002241211,0.00032860937,0.00045273558,0.00014686787,0.0000839506,0.0019009997,0.00028928573,0.00029889515],"category_scores_gemma":[0.000121465295,0.00026564594,0.00016294028,0.0003810898,0.000043479897,0.00056840724,0.00023512745,0.00042484957,0.00056248985],"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":[0.0001469923,0.00051555096,0.01084966,0.0037511268,0.0010845793,0.0010056022,0.5596128,0.00097507547,0.00978695,0.0054247715,0.20343153,0.20341533],"study_design_scores_gemma":[0.008613039,0.0023782535,0.63901126,0.005291785,0.0006182178,0.00014482962,0.22522601,0.02282204,0.039326202,0.0072504897,0.039176904,0.010140953],"about_ca_topic_score_codex":0.011617839,"about_ca_topic_score_gemma":0.0023133624,"teacher_disagreement_score":0.9700869,"about_ca_system_score_codex":0.00009865645,"about_ca_system_score_gemma":0.00016293215,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W7023440779","doi":"","title":"Chasing Spadina","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spatial and Cultural 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":"Downtown; Narrative; Observer (physics); Perspective (graphical); Line (geometry); Urban planning","score_opus":0.017977124767480403,"score_gpt":0.23887648647891788,"score_spread":0.22089936171143748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023440779","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":[0.9578748,0.00018014087,0.000001075058,0.0012176224,0.00064626546,0.00013967075,0.000008011378,0.0000577105,0.03987472],"genre_scores_gemma":[0.088119656,0.000453259,0.0003101148,0.000010587016,0.00024401835,1.399173e-7,0.0000726798,0.000008292196,0.91078126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917805,0.00004557603,0.000058207333,0.0002016796,0.00028812417,0.0002283623],"domain_scores_gemma":[0.99946004,0.000013248636,0.0001501545,0.00009354149,0.00021385371,0.00006918936],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011326573,0.00012224182,0.00023297919,0.00006561803,0.00096984534,0.000020949323,0.00027747554,0.00020496268,0.0010275948],"category_scores_gemma":[0.000022695394,0.00012755685,0.00012116877,0.00016048353,0.00025440595,0.00014629739,0.00003178087,0.00009692482,0.00018943584],"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":[0.000067337736,0.000025876214,0.00036981932,0.000059426344,0.00008228355,0.000010051899,0.97322774,1.7094158e-7,0.000403777,0.0012556751,0.010678187,0.013819644],"study_design_scores_gemma":[0.00015667605,0.00005929094,0.004533616,0.00013472639,0.000090731955,1.2960294e-7,0.92001337,0.0000020393534,0.00029267967,0.0004078938,0.074089125,0.00021971755],"about_ca_topic_score_codex":0.36708215,"about_ca_topic_score_gemma":0.76269615,"teacher_disagreement_score":0.87090653,"about_ca_system_score_codex":0.00007563818,"about_ca_system_score_gemma":0.00006553565,"threshold_uncertainty_score":0.9998856},"labels":[],"label_agreement":null},{"id":"W7023460798","doi":"","title":"Optimal Load Management Application for Industrial Customers","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Mechanics 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":"Demand response; Smart grid; Load management; Load shifting; Schedule; Energy management; Context (archaeology); Demand management; Renewable energy; Greenhouse gas","score_opus":0.01588679725636669,"score_gpt":0.23258750423409358,"score_spread":0.2167007069777269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023460798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987084,0.000027457296,0.004017335,0.00030557718,0.000351066,0.001853321,0.00044076453,0.00005082764,0.005869663],"genre_scores_gemma":[0.5423677,0.000020823187,0.003897797,0.0000074927602,0.00038620734,0.000051955023,0.007860542,0.000070266746,0.4453372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99911916,0.000011902957,0.00011765205,0.00032568676,0.00022800924,0.00019760095],"domain_scores_gemma":[0.9991053,0.00001114953,0.0002692798,0.00028186367,0.00024128896,0.000091117065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013755434,0.00017952341,0.00025641528,0.00010728664,0.00015525977,0.000015217043,0.00031581795,0.00014696611,0.00009848688],"category_scores_gemma":[8.1004026e-7,0.00022296901,0.00016241435,0.00014452059,0.000023178885,0.0000782146,0.000040967105,0.00013914077,0.00006797463],"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":[0.0012959297,0.0010047028,0.00020720923,0.00060622825,0.0017218448,0.000003972765,0.052735586,0.0007345332,0.0038338604,0.58638644,0.10200848,0.2494612],"study_design_scores_gemma":[0.008126511,0.0003812296,0.00019593659,0.00028920756,0.0020342264,4.0004326e-7,0.58113647,0.009225825,0.0033778674,0.05656207,0.3369141,0.0017561947],"about_ca_topic_score_codex":0.006388596,"about_ca_topic_score_gemma":0.0007634705,"teacher_disagreement_score":0.5298244,"about_ca_system_score_codex":0.000084264786,"about_ca_system_score_gemma":0.00013701415,"threshold_uncertainty_score":0.9657689},"labels":[],"label_agreement":null},{"id":"W7023554062","doi":"","title":"Paleohydrology of the Wabasca River and relations with past flood regimes at the downstream Peace-Athabasca Delta","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Flood myth; Hydrology (agriculture); Delta; Sediment; Spring (device); Drawdown (hydrology); Floodplain; Climate change","score_opus":0.004983488442050734,"score_gpt":0.21674061658939034,"score_spread":0.2117571281473396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023554062","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":[0.9942071,0.00015431037,0.0000019754734,0.0021482054,0.000056826815,0.0003047817,0.0009583384,0.0000032910652,0.0021652079],"genre_scores_gemma":[0.4610432,0.000019827568,0.00011409083,0.000004194626,0.00002103467,0.0000018515265,0.0015934537,0.00001218861,0.53719014],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989794,0.00012816156,0.000099993995,0.00026115455,0.0003419052,0.00018941455],"domain_scores_gemma":[0.9991138,0.00010923885,0.00026068007,0.0003361572,0.00013236089,0.000047750367],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000100199024,0.00016358218,0.00023848578,0.00010326072,0.00064956234,0.000010457224,0.00037257964,0.00007117632,0.0010736999],"category_scores_gemma":[0.0000028225702,0.0001132523,0.00015296644,0.00022178289,0.0003742866,0.000089623514,0.00020601251,0.00030807764,0.0000072804187],"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":[0.0019891283,0.0010048671,0.38093448,0.0005466471,0.0038885828,0.000043282,0.51123613,0.0019875814,0.0066164895,0.019821083,0.06579534,0.0061363755],"study_design_scores_gemma":[0.002939422,0.00059196196,0.6518584,0.00022606835,0.001005841,0.00001054837,0.31433567,0.00038266488,0.001469149,0.0061199996,0.020350013,0.00071024976],"about_ca_topic_score_codex":0.015040928,"about_ca_topic_score_gemma":0.012040847,"teacher_disagreement_score":0.53502494,"about_ca_system_score_codex":0.000031815,"about_ca_system_score_gemma":0.000102894686,"threshold_uncertainty_score":0.9998394},"labels":[],"label_agreement":null},{"id":"W7023591534","doi":"","title":"Optical Design for an Open Access Trapped Ion Quantum Processor","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Information and Cryptography","field":"Computer Science","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":"University of Waterloo","funders":"","keywords":"Sideband; Quantum; Laser; Laser cooling; Scaling; Quantum technology; Electromagnetically induced transparency; Scheme (mathematics); Quantum information","score_opus":0.05115087845487179,"score_gpt":0.2917828800454499,"score_spread":0.2406320015905781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023591534","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":[0.6795498,0.000079738,0.31393513,0.0015744813,0.00084898435,0.00215336,0.000038349248,0.00023896001,0.0015811712],"genre_scores_gemma":[0.305705,0.00052130496,0.45627633,0.00063011085,0.00022663656,0.00006348024,0.006108479,0.00017200974,0.23029666],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99856716,0.00007969924,0.0002014298,0.00050143804,0.00034150304,0.0003087852],"domain_scores_gemma":[0.9983769,0.00005605111,0.0003435132,0.0005351066,0.00051555614,0.00017287364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003373724,0.00024261673,0.00042777177,0.0003737229,0.00033056553,0.0007666481,0.004162941,0.00027536793,0.00006431416],"category_scores_gemma":[0.000019456988,0.00027334914,0.00016484012,0.0005914879,0.000051375315,0.004364475,0.00034587967,0.00017446314,0.000013736943],"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":[0.0028757358,0.0018639242,0.00010636493,0.0038825606,0.0006969849,0.00008034741,0.515745,0.00080082554,0.014724242,0.35420367,0.032713033,0.07230734],"study_design_scores_gemma":[0.010705923,0.0051363334,0.0076569407,0.0016675382,0.00069131656,0.000030591185,0.48231182,0.343997,0.096662454,0.03671027,0.009976797,0.0044530346],"about_ca_topic_score_codex":0.0019530944,"about_ca_topic_score_gemma":0.0048497077,"teacher_disagreement_score":0.37384483,"about_ca_system_score_codex":0.00003178917,"about_ca_system_score_gemma":0.00037378573,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W7023607155","doi":"","title":"Hollow Ground","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Chromodynamics and Particle Interactions","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":"Faith; Narrative; Gloom; Contentment; Mindset; Objectivity (philosophy); Intervention (counseling); Modernity; Bad faith","score_opus":0.009120608531360977,"score_gpt":0.23674020264812878,"score_spread":0.2276195941167678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023607155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98653966,0.000015731173,0.00009494446,0.00008693015,0.0004220509,0.00010086532,0.000066459186,0.000020201847,0.012653177],"genre_scores_gemma":[0.63208866,0.000004150527,0.00020615221,0.0000023226435,0.0000615057,1.35559e-7,0.00055009424,0.000013748165,0.36707324],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993293,0.000016339838,0.00009803175,0.00020766717,0.00014542633,0.00020320692],"domain_scores_gemma":[0.99940735,0.000027297829,0.00017913805,0.0002051158,0.00010618161,0.00007494151],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006196159,0.00015409212,0.00022835276,0.0001421908,0.00015561882,0.00002054237,0.00019158675,0.00010064888,0.0017769098],"category_scores_gemma":[8.4029904e-7,0.00018847875,0.0002039267,0.00012014041,0.00003874794,0.00014119534,0.00002105982,0.00022083805,0.0001734421],"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":[0.0017652488,0.0032261699,0.029290244,0.0010440045,0.004502117,0.0003171261,0.58209413,0.00064356625,0.09312085,0.15135269,0.022860745,0.10978311],"study_design_scores_gemma":[0.0029628996,0.00040000863,0.050850157,0.00070711377,0.0010896563,0.000004330642,0.89442927,0.007742322,0.012602071,0.010697451,0.016511446,0.002003246],"about_ca_topic_score_codex":0.059338532,"about_ca_topic_score_gemma":0.025436183,"teacher_disagreement_score":0.35445097,"about_ca_system_score_codex":0.000030856547,"about_ca_system_score_gemma":0.000048620448,"threshold_uncertainty_score":0.9991356},"labels":[],"label_agreement":null},{"id":"W7023644955","doi":"","title":"Paleo-Ice Sheet and Deglacial History of the Southwestern Great Slave Lake Area","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Meltwater; Chronology; Ice sheet; Glacier; Wisconsin glaciation; Ice stream; Glacial lake","score_opus":0.014633290420862638,"score_gpt":0.18838433588937736,"score_spread":0.17375104546851472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023644955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923519,0.0007943422,1.5580582e-7,0.0002304686,0.0006054926,0.00016311974,0.00017114157,0.000011374325,0.0056720367],"genre_scores_gemma":[0.63664603,0.00014725521,0.000032340748,0.00001641804,0.0000120535915,1.205036e-7,0.0007465607,0.0000033270937,0.36239585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892884,0.00020988414,0.00009946769,0.00027334725,0.00025557517,0.000232898],"domain_scores_gemma":[0.99933195,0.00010680953,0.00020016562,0.00023367326,0.000061308936,0.00006611816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018411758,0.00015153653,0.00031863502,0.00015670492,0.00023964891,0.0000038547,0.00044068,0.00025312358,0.008335376],"category_scores_gemma":[0.000014732055,0.00013580185,0.00011548811,0.00010191465,0.00042477745,0.00008479902,0.000047048245,0.00039207193,0.000029120614],"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":[0.00025766136,0.000010336231,0.9437086,0.00014299368,0.000060034537,0.000038394457,0.054754503,0.000028176235,0.000014560873,0.000009819909,0.0005628409,0.0004120809],"study_design_scores_gemma":[0.00038332315,0.00012371731,0.9517434,0.000036019614,0.00012145467,0.000017515624,0.044361763,0.00010293205,0.00001336367,0.000070091846,0.002867512,0.00015886083],"about_ca_topic_score_codex":0.022059012,"about_ca_topic_score_gemma":0.82818377,"teacher_disagreement_score":0.80612475,"about_ca_system_score_codex":0.000005379038,"about_ca_system_score_gemma":0.00017901765,"threshold_uncertainty_score":0.9925711},"labels":[],"label_agreement":null},{"id":"W7023681599","doi":"","title":"Place-Based Experiences in the Work Environment During the Menopausal Transition: A Case Study of Canadian Physiotherapists","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Stochastic processes and statistical mechanics","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":"Menopause; Workforce; Work (physics); Taboo; Transition (genetics); MEDLINE","score_opus":0.019990935279513917,"score_gpt":0.23295302327912684,"score_spread":0.21296208799961291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023681599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988195,0.000053163283,0.000086541,0.00025599785,0.00006259147,0.0006371201,0.000047867965,0.000006598826,0.000030642583],"genre_scores_gemma":[0.99660206,0.000009436267,0.00037205376,0.000010768603,0.00000964409,0.000015307209,0.00002364307,0.000014350173,0.002942758],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989202,0.00014411354,0.00014550648,0.00021674453,0.00038609953,0.0001873213],"domain_scores_gemma":[0.99925625,0.00022897655,0.00016540308,0.00027566275,0.00002468175,0.000049051487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019292322,0.00016140207,0.00026946154,0.00021721734,0.0003632276,0.000011562685,0.00037395183,0.00006781409,0.00061163836],"category_scores_gemma":[0.000013411282,0.00012543908,0.000045361438,0.00035467604,0.000053179225,0.000034666267,0.000016696475,0.00022716129,0.0000010647896],"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":[0.00024476997,0.0003454041,0.0000049205723,0.0003807755,0.00005642053,0.0010325407,0.9969432,0.00031462734,0.000080240585,0.0004090861,0.000053627806,0.00013439213],"study_design_scores_gemma":[0.00068027596,0.00042174928,0.0001303851,0.00008216517,0.000087209984,0.000016806423,0.9976537,0.00029619777,0.00004157859,0.000435601,0.000017176037,0.00013713755],"about_ca_topic_score_codex":0.33779922,"about_ca_topic_score_gemma":0.7342878,"teacher_disagreement_score":0.39648858,"about_ca_system_score_codex":0.00010936138,"about_ca_system_score_gemma":0.00010515528,"threshold_uncertainty_score":0.66970116},"labels":[],"label_agreement":null},{"id":"W7023702549","doi":"","title":"Pan-Canadian Hydro-Economic Model to Study the Economy-Wide Impacts of Climate Change and Water Markets as a Coping Mechanism","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Climate change; Futures contract; Coping (psychology); Mechanism (biology); Excellence; Sustainability","score_opus":0.022655233220308213,"score_gpt":0.21400771165602198,"score_spread":0.19135247843571376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023702549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762914,0.000060039838,0.0000031433053,0.0026731133,0.00017621709,0.0030772693,0.0013337167,0.00029586075,0.016089246],"genre_scores_gemma":[0.5173112,0.00055552134,0.00031659214,0.0002628684,0.00010036286,0.000014140275,0.00006859702,0.0017505463,0.47962016],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99765635,0.0001757537,0.00022494249,0.0007752108,0.00019404486,0.0009737041],"domain_scores_gemma":[0.9981562,0.00005929891,0.0003425147,0.00089825236,0.000048335944,0.0004953937],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00073884946,0.000545082,0.00091608183,0.0014605653,0.00026945784,0.00005242107,0.0008028654,0.00031948523,0.0010956548],"category_scores_gemma":[0.000011277265,0.0004923795,0.00017677549,0.0001531289,0.00017137907,0.00029812826,0.00073528674,0.00023960264,0.0035126826],"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":[0.0012820546,0.00059683534,0.009979888,0.0014153004,0.006060499,0.0008857989,0.8353363,0.00045282795,0.0017767232,0.0024464268,0.13681777,0.002949525],"study_design_scores_gemma":[0.02804683,0.0054239496,0.029456336,0.006329672,0.008286373,0.00013701577,0.77250373,0.03821258,0.004831799,0.007531191,0.08596588,0.013274629],"about_ca_topic_score_codex":0.7918955,"about_ca_topic_score_gemma":0.9460873,"teacher_disagreement_score":0.4635309,"about_ca_system_score_codex":0.0005059924,"about_ca_system_score_gemma":0.00014398192,"threshold_uncertainty_score":0.9998175},"labels":[],"label_agreement":null},{"id":"W7023720898","doi":"","title":"Persulfate Persistence and Treatability of Gasoline Compounds","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced oxidation water treatment","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":"Persulfate; Gasoline; Contamination; Degradation (telecommunications); Aquifer; Sodium persulfate; Potassium persulfate; Petroleum product; Petroleum; Bioremediation","score_opus":0.009558700057904424,"score_gpt":0.19772446715491518,"score_spread":0.18816576709701074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023720898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99810594,0.000036925645,0.000011267937,0.00016631126,0.0000807087,0.00021729553,0.000063153435,0.000021754598,0.001296639],"genre_scores_gemma":[0.852993,0.000089997215,0.006140594,0.000004920449,0.000006822874,4.443888e-7,0.0003763185,0.000015507587,0.1403724],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99897623,0.00003636027,0.00013224666,0.0004131557,0.00026171602,0.00018028039],"domain_scores_gemma":[0.9992081,0.000028216411,0.00026886968,0.00035552366,0.0000391292,0.00010016722],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008694033,0.00021044145,0.00034976556,0.00007050349,0.00013280884,0.000006162859,0.00025361488,0.00018611344,0.0010180811],"category_scores_gemma":[0.000008389801,0.00022164774,0.00010627578,0.000113965005,0.00042203398,0.000235401,0.00010942305,0.00017261854,0.000039929047],"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":[0.0018650024,0.0010433259,0.13038066,0.00087352033,0.00038217966,0.00005084184,0.37147218,0.0004057974,0.47278452,0.0001327109,0.0006224484,0.019986818],"study_design_scores_gemma":[0.0032859775,0.00091571244,0.71531326,0.0002329603,0.0009555714,0.000012425584,0.21840805,0.00054461294,0.056184262,0.0008150944,0.0022299087,0.0011021683],"about_ca_topic_score_codex":0.01933304,"about_ca_topic_score_gemma":0.056890994,"teacher_disagreement_score":0.5849326,"about_ca_system_score_codex":0.000097988996,"about_ca_system_score_gemma":0.00001529617,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W7023764376","doi":"","title":"Patterns in stream biofilm communities and organic matter processing in an agricultural stream network: A multi-scale assessment of the influence of groundwater","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Freshwater macroinvertebrate diversity and ecology","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Groundwater; Biofilm; Ecosystem; Nutrient cycle; Benthic zone; Surface water; Nutrient; Hydrology (agriculture); Aquatic ecosystem","score_opus":0.008613741808173737,"score_gpt":0.20236431214560915,"score_spread":0.19375057033743542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023764376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99945825,0.00001837734,9.746783e-7,0.00012156878,0.000060227634,0.000240355,0.000042287058,0.000008066918,0.00004988361],"genre_scores_gemma":[0.99092263,0.000038025184,0.00025622,0.00001844802,0.0000034938857,6.5286923e-7,0.00015689079,0.000010003006,0.008593623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990072,0.00013320196,0.00018466414,0.00024203442,0.00017831867,0.00025456658],"domain_scores_gemma":[0.999513,0.000013186512,0.00020306384,0.00020560736,0.000025922182,0.00003924919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012784141,0.00019196775,0.00034560758,0.00010811864,0.00010687597,0.000021505846,0.00047358542,0.00019774037,0.000489415],"category_scores_gemma":[7.696506e-7,0.00014610027,0.00005729037,0.000248304,0.0002690094,0.0004399914,0.00040218735,0.00030488466,0.00000947225],"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":[0.000030093011,0.00017095468,0.8822499,0.00042786237,0.000014496688,0.000007704401,0.104663566,0.0022299704,0.00999818,0.0000011392377,0.000060062008,0.00014608316],"study_design_scores_gemma":[0.00034071066,0.00009487005,0.8342221,0.0003805716,0.000047776684,0.0000017085886,0.16259935,0.0014358083,0.00070918933,0.000019177174,0.000003100349,0.00014562733],"about_ca_topic_score_codex":0.17630099,"about_ca_topic_score_gemma":0.88458204,"teacher_disagreement_score":0.70828104,"about_ca_system_score_codex":0.00013578095,"about_ca_system_score_gemma":0.00002413755,"threshold_uncertainty_score":0.8291841},"labels":[],"label_agreement":null},{"id":"W7023786863","doi":"","title":"Piperine Derivatives as Modulators of Amyloid-Beta (Aβ) Aggregation","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Piperaceae Chemical and Biological Studies","field":"Pharmacology, Toxicology and Pharmaceutics","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 Waterloo","funders":"","keywords":"Piperine; Small molecule; Monoclonal antibody; Drug; Protein aggregation; Drug development; Peptide; Drug discovery","score_opus":0.05938596443670215,"score_gpt":0.33165952148703004,"score_spread":0.2722735570503279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023786863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659055,0.0004186792,9.838598e-7,0.0007357883,0.00051789865,0.0002639032,0.0001110746,0.00009362034,0.0012675176],"genre_scores_gemma":[0.7398532,0.0018534106,0.000100645164,0.00004395257,0.000062959225,0.0000014872658,0.00065357913,0.000018920791,0.2574118],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987802,0.00013035416,0.00022291986,0.0003741749,0.00018950785,0.00030282603],"domain_scores_gemma":[0.9989434,0.0001906036,0.00037352875,0.000151741,0.00021982951,0.000120900986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016764077,0.00028699086,0.00060823135,0.00014744302,0.00022097159,0.0000041880817,0.00037200897,0.00068929745,0.0010868898],"category_scores_gemma":[0.000064825064,0.00026564955,0.00024073852,0.00031067748,0.0003544007,0.000085450345,0.0001352088,0.00050552253,0.00014330474],"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":[0.0027010448,0.00066375965,0.015748918,0.0014593895,0.0017819371,0.0000903561,0.09369279,0.0001433248,0.8469962,0.0008738848,0.0064225425,0.029425895],"study_design_scores_gemma":[0.0023600035,0.0006778473,0.06265555,0.00034281317,0.0007725788,0.0000032871553,0.12169077,0.00026839116,0.79440105,0.0017559796,0.014113632,0.0009580631],"about_ca_topic_score_codex":0.0043673045,"about_ca_topic_score_gemma":0.0029338736,"teacher_disagreement_score":0.2567373,"about_ca_system_score_codex":0.000052595882,"about_ca_system_score_gemma":0.000041646243,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W7023812649","doi":"","title":"Planning For Wind Energy:\\nEvaluating Municipal Wind Energy Land Use Planning Frameworks in Southwestern Ontario with a Focus on Developing Wind Energy Planning Policies for the City of Stratford","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social Acceptance of Renewable Energy","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":"Wind power; Energy planning; Land-use planning; Renewable energy; Land use; Regional planning; Urban planning; Energy policy; Scenario planning; Energy source","score_opus":0.04743394093365073,"score_gpt":0.29989098428797184,"score_spread":0.2524570433543211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023812649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99530816,0.00028197397,0.002655302,0.00020037097,0.00036808202,0.00039476636,0.000053357337,0.000052038427,0.0006859776],"genre_scores_gemma":[0.9618019,0.000045803637,0.0040939273,0.00008547524,0.00033547307,0.0000061203827,0.000347774,0.00008319847,0.033200335],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99673843,0.00017027499,0.0004640386,0.0006800762,0.0009206966,0.0010264775],"domain_scores_gemma":[0.9962612,0.0016567775,0.0011396715,0.00035261738,0.0004329072,0.00015687502],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00084311794,0.0005576563,0.0009495525,0.0006648847,0.0014003476,0.00016347626,0.0009312971,0.0011968366,0.00002748689],"category_scores_gemma":[0.00015843946,0.00055028585,0.0002840844,0.000604488,0.00036512926,0.00059470563,0.000095899275,0.0005682327,1.38652e-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":[0.0033080394,0.00010273709,0.08975791,0.00013307281,0.0006129697,0.00004849516,0.80498725,0.08654197,0.00016376913,0.00693137,0.00008812553,0.007324287],"study_design_scores_gemma":[0.0027169054,0.00061013177,0.045816537,0.0036831172,0.00038413866,0.0000016718244,0.93884015,0.00083853386,0.0011381172,0.0021923932,0.002650658,0.0011276597],"about_ca_topic_score_codex":0.902578,"about_ca_topic_score_gemma":0.980623,"teacher_disagreement_score":0.13385288,"about_ca_system_score_codex":0.0007145717,"about_ca_system_score_gemma":0.0011166139,"threshold_uncertainty_score":0.9998997},"labels":[],"label_agreement":null},{"id":"W7024006242","doi":"","title":"Quantifying the Impacts of Flash Flooding on Dominica’s Material Stocks in Buildings: A GIS-based methodological framework for Small Island States","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Infrastructure Resilience and Vulnerability Analysis","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":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Flash flood; Hazard; Context (archaeology); Flood myth; Flooding (psychology); Vulnerability (computing); Natural resource; Natural hazard","score_opus":0.04360714353397434,"score_gpt":0.2899806427884348,"score_spread":0.24637349925446045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024006242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995554,0.00002725106,0.0032560867,0.00013770477,0.00037017846,0.00041803348,0.0001540496,0.00006814101,0.000014587872],"genre_scores_gemma":[0.97286713,0.00013051274,0.025307752,0.0000112548705,0.00007018248,0.000004554529,0.00045384455,0.000052330855,0.00110245],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9986546,0.00016174023,0.00028656083,0.000323938,0.00021669903,0.00035645536],"domain_scores_gemma":[0.99808395,0.0012327223,0.0002243443,0.0003138592,0.00009234989,0.000052751926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008288494,0.0002786452,0.0007437252,0.00042017168,0.00013226345,0.000030949606,0.00043706546,0.0004823053,0.00007109288],"category_scores_gemma":[0.00029853728,0.00023534083,0.00031746307,0.00038309503,0.000092073,0.000071311144,0.000031297408,0.00043868757,0.0000038770427],"study_design_candidate":"simulation_or_modeling","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":[0.0042546033,0.00012788664,0.0029986852,0.0054710554,0.0008839585,0.000035687128,0.14683954,0.7890483,0.04287523,0.00082644285,0.0006225902,0.0060159815],"study_design_scores_gemma":[0.0053064274,0.0019040391,0.04192976,0.007072764,0.0020910788,0.0000027997407,0.5355343,0.17171732,0.21797758,0.013613067,0.000249383,0.0026014848],"about_ca_topic_score_codex":0.005193077,"about_ca_topic_score_gemma":0.0619706,"teacher_disagreement_score":0.617331,"about_ca_system_score_codex":0.000091036134,"about_ca_system_score_gemma":0.000049727878,"threshold_uncertainty_score":0.95969206},"labels":[],"label_agreement":null},{"id":"W7024034097","doi":"","title":"Recovery of Volatile Aroma Compounds by Membranes","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Membrane Separation and Gas Transport","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":"University of Waterloo","funders":"","keywords":"Aroma; Pervaporation; Guaiacol; Permeation; Membrane; Aroma compound; Wine; Aqueous solution","score_opus":0.005961385790169658,"score_gpt":0.18184742670359919,"score_spread":0.17588604091342952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024034097","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":[0.9894417,0.0008448275,0.000012386328,0.00006867674,0.00071344484,0.00014708948,0.00019563294,0.0001645762,0.008411646],"genre_scores_gemma":[0.40130952,0.00097962,0.00028354293,0.0000049032083,0.000030140896,4.032378e-7,0.0029908102,0.000059009322,0.59434205],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992285,0.00001366298,0.00017326603,0.00020658059,0.00022215449,0.00015585878],"domain_scores_gemma":[0.9995591,0.00002003344,0.00008070933,0.00021332104,0.00006317273,0.00006367589],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000059723392,0.0002192695,0.0004301566,0.00023801866,0.00004040004,0.000011534259,0.0002144194,0.00026759988,0.00052977394],"category_scores_gemma":[0.0000014049323,0.00026979987,0.00019946747,0.00017715356,0.000039837556,0.00015511597,0.000007689626,0.0002093002,0.00007484409],"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":[0.0005640297,0.00016478394,0.00021226138,0.019301703,0.0014926066,0.00010445297,0.17059559,0.0072257835,0.59834003,0.00021199838,0.19898875,0.0027980185],"study_design_scores_gemma":[0.004455936,0.0008864048,0.0074356087,0.004703317,0.0030379056,0.000023996497,0.22293878,0.030773737,0.5666162,0.0010900643,0.15380223,0.004235836],"about_ca_topic_score_codex":0.004006115,"about_ca_topic_score_gemma":0.014083274,"teacher_disagreement_score":0.5881322,"about_ca_system_score_codex":0.00003294402,"about_ca_system_score_gemma":0.000033844124,"threshold_uncertainty_score":0.99997544},"labels":[],"label_agreement":null},{"id":"W7024081505","doi":"","title":"Primary Frequency Control with Flywheel Energy Storage Technologies","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microgrid Control 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":"Automatic frequency control; Flywheel; Renewable energy; Wind power; Energy storage; Electric power system; Flywheel energy storage; Photovoltaic system; Frequency deviation","score_opus":0.0028650022104814723,"score_gpt":0.14416533301651885,"score_spread":0.14130033080603738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024081505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9330799,0.016186517,0.008866843,0.0010063859,0.0018028283,0.0013026258,0.0004908274,0.004006421,0.03325764],"genre_scores_gemma":[0.49720642,0.00647078,0.009912728,0.000021808952,0.00011735182,0.000006642919,0.0024136095,0.00020119229,0.4836495],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.999244,0.000013774263,0.00009295399,0.00024228818,0.00016844072,0.00023859323],"domain_scores_gemma":[0.9992109,0.000012378552,0.0001742443,0.0004397111,0.00012367101,0.00003908431],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000041124742,0.00026803938,0.0004437706,0.00024277711,0.00017744972,0.000032448304,0.00047607883,0.0003878956,0.0000679085],"category_scores_gemma":[0.0000046143323,0.00028061614,0.00009896961,0.00007406963,0.00008403976,0.00027290484,0.000015541691,0.00021689865,0.000011194412],"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":[0.0024544762,0.00038686543,0.0018575987,0.0058709965,0.005168783,0.0013093639,0.07599958,0.08234539,0.16448161,0.002989198,0.01995002,0.6371861],"study_design_scores_gemma":[0.06539711,0.0045175552,0.05123108,0.010373867,0.011351988,0.0001539242,0.43263352,0.24912083,0.056598384,0.005187149,0.0928435,0.0205911],"about_ca_topic_score_codex":0.005823988,"about_ca_topic_score_gemma":0.024228415,"teacher_disagreement_score":0.61659503,"about_ca_system_score_codex":0.000095514406,"about_ca_system_score_gemma":0.00005411048,"threshold_uncertainty_score":0.9999646},"labels":[],"label_agreement":null},{"id":"W7024097042","doi":"","title":"Risk Measures of Stop-loss and Limited Loss Random Variables under Model Uncertainty with Applications in Insurance","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Chemical and Physical Studies","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":"University of Waterloo","funders":"","keywords":"Reinsurance; Ambiguity; Pareto principle; Distortion (music); Probability distribution; Random variable; Distribution (mathematics); Insurance policy","score_opus":0.010079880675398155,"score_gpt":0.20088855808504633,"score_spread":0.19080867740964816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024097042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99897957,0.00023559394,0.0002225654,0.00007139003,0.000010477603,0.00020545794,0.00019082728,0.000008296103,0.00007582865],"genre_scores_gemma":[0.98457515,0.0018729875,0.00023567125,0.000003918636,0.000013441641,0.0000030542565,0.0006593776,0.000013458447,0.012622946],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993571,0.000028680302,0.000088977074,0.00027927186,0.000119679054,0.00012630329],"domain_scores_gemma":[0.9994847,0.000034748486,0.00014512507,0.00016170692,0.00013478784,0.00003891918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059018563,0.00015089024,0.00030785237,0.00004583165,0.000077276156,0.000003634061,0.00013650251,0.00016913206,0.0000016613367],"category_scores_gemma":[0.000011749112,0.00013606105,0.00006656943,0.00014685716,0.0001644314,0.0000043096925,0.000054542634,0.000115031806,5.568266e-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":[0.016410103,0.0013680403,0.09865122,0.0029761298,0.0031862396,0.00001826956,0.07764103,0.099881195,0.6873711,0.0016491597,0.00094431743,0.009903216],"study_design_scores_gemma":[0.027825186,0.001381615,0.44204497,0.0014582913,0.0019894831,0.0000048883653,0.21704568,0.0073336903,0.27613565,0.019534234,0.001569349,0.00367695],"about_ca_topic_score_codex":0.010454463,"about_ca_topic_score_gemma":0.02386601,"teacher_disagreement_score":0.41123542,"about_ca_system_score_codex":0.000011550612,"about_ca_system_score_gemma":0.000037596204,"threshold_uncertainty_score":0.996135},"labels":[],"label_agreement":null},{"id":"W7024114523","doi":"","title":"Quantifying the Mobility Benefits of Winter Road Maintenance – A Simulation Based Approach","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smart Materials for Construction","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":"Winter storm; Snow; Highway maintenance; Road surface; Storm; Snow removal; Adverse weather; Training (meteorology)","score_opus":0.016439681674008205,"score_gpt":0.21117791233945768,"score_spread":0.19473823066544949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024114523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99870735,0.000016108897,0.000115484356,0.00007986606,0.00018894815,0.0003112994,0.000028214017,0.000029251527,0.0005234885],"genre_scores_gemma":[0.9917581,0.000007077699,0.0014838802,0.00000833625,0.0000149948555,5.6508753e-7,0.00018244509,0.0000133732965,0.006531203],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99882627,0.00007420077,0.00018282876,0.00037042488,0.00034759584,0.00019866273],"domain_scores_gemma":[0.99902856,0.00004133401,0.00043250123,0.00041002515,0.000047894526,0.000039690825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025504045,0.00019615794,0.00030927997,0.00007790537,0.00016118916,0.000013425007,0.0003843003,0.00019995625,0.0004356325],"category_scores_gemma":[0.000025382107,0.00017753709,0.00016611673,0.00017887731,0.00021391414,0.0002319792,0.000057261146,0.00013592259,0.000027950586],"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":[0.0015254655,0.00048129744,0.047813166,0.00067701924,0.00010844471,0.000004207322,0.0479754,0.84244853,0.029349059,0.00009651447,0.00028495284,0.029235965],"study_design_scores_gemma":[0.0009433887,0.00014894472,0.86482656,0.00032103428,0.00022974951,0.0000012722707,0.0373703,0.08807936,0.007303026,0.000077136145,0.00021534738,0.00048385657],"about_ca_topic_score_codex":0.029690782,"about_ca_topic_score_gemma":0.037240095,"teacher_disagreement_score":0.8170134,"about_ca_system_score_codex":0.00013055552,"about_ca_system_score_gemma":0.00001859982,"threshold_uncertainty_score":0.9803278},"labels":[],"label_agreement":null},{"id":"W7024197935","doi":"","title":"Rapid Understory Restoration of a Thinned Red Pine Plantation in Algonquin Provincial Park","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Seedling growth and survival 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":"Understory; Windthrow; Canopy; Vegetation (pathology); Transplanting; Herbaceous plant; Woody plant; Thinning; Afforestation; Restoration ecology","score_opus":0.012061765775651167,"score_gpt":0.19504591331696924,"score_spread":0.1829841475413181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024197935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968542,0.000094030474,0.000004657605,0.00022255293,0.00026585022,0.0003031741,0.000029243536,0.00002220232,0.0022041127],"genre_scores_gemma":[0.9276201,0.00032029144,0.00058142765,0.000017766348,0.000026856094,0.0000025350785,0.0013082413,0.000023771387,0.070099026],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99881583,0.00012868093,0.00016695322,0.00029190868,0.000425399,0.00017124145],"domain_scores_gemma":[0.99943286,0.000039797356,0.0003165383,0.00015346188,0.000019009594,0.000038307375],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002751152,0.00015159443,0.0003049737,0.00017538619,0.000179595,0.000004231569,0.00023601203,0.00013843126,0.00095812965],"category_scores_gemma":[0.000027570282,0.00018489483,0.00008083209,0.00027995926,0.00011221783,0.00018136286,0.000083399456,0.00019284069,0.000014029818],"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":[0.005505282,0.00058325834,0.0653279,0.00072742184,0.00018973867,0.00010230995,0.8562585,0.0019749694,0.046461683,0.00018077024,0.011161525,0.011526611],"study_design_scores_gemma":[0.0020675089,0.0006755605,0.52228045,0.0001366068,0.00013927017,0.0000012358784,0.46943456,0.0005197483,0.001991825,0.00039957603,0.0017781121,0.00057552074],"about_ca_topic_score_codex":0.09881928,"about_ca_topic_score_gemma":0.26322404,"teacher_disagreement_score":0.45695257,"about_ca_system_score_codex":0.0003188678,"about_ca_system_score_gemma":0.000044925448,"threshold_uncertainty_score":0.9999551},"labels":[],"label_agreement":null},{"id":"W7024213763","doi":"","title":"Radiative Forcing &amp; Feedback through the Lens of Solar Geoengineering","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Radiative forcing; Forcing (mathematics); Shortwave; Climate model; Climate change; Greenhouse gas; Solar constant; Cloud forcing; Radiative transfer","score_opus":0.010711286394856814,"score_gpt":0.1930169440699927,"score_spread":0.1823056576751359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024213763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983514,0.000038817547,0.00023513858,0.00016564799,0.00030408442,0.00027535827,0.00009179425,0.000048329235,0.0004894421],"genre_scores_gemma":[0.8726454,0.000032053726,0.0005580778,4.6518403e-7,0.00008176898,0.0000011284714,0.0010432651,0.00003602997,0.12560181],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99903715,0.000038720176,0.00018933721,0.0002134654,0.00024619867,0.00027511455],"domain_scores_gemma":[0.9989466,0.00005787999,0.00042964553,0.0003263095,0.00020458792,0.00003494768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001192668,0.00023082212,0.00036346543,0.00014075237,0.00028532575,0.000015998026,0.00036167976,0.000100369776,0.0002309758],"category_scores_gemma":[0.000005452362,0.00023490039,0.00022484818,0.00028919248,0.00007636284,0.0004589635,0.00006297649,0.00024194046,0.0001069456],"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":[0.00007709461,0.00007411015,0.10871442,0.00055348594,0.0008355241,7.1236116e-8,0.87394774,0.0058265496,0.0008186426,0.0057868245,0.003157559,0.00020800659],"study_design_scores_gemma":[0.00052168284,0.00003681041,0.6445343,0.00019466472,0.00020704354,1.7044722e-7,0.3507383,0.0009966979,0.0005556093,0.0013817765,0.0005122864,0.00032071344],"about_ca_topic_score_codex":0.038529273,"about_ca_topic_score_gemma":0.008378188,"teacher_disagreement_score":0.5358198,"about_ca_system_score_codex":0.000076245764,"about_ca_system_score_gemma":0.000081514576,"threshold_uncertainty_score":0.9678732},"labels":[],"label_agreement":null},{"id":"W7024233043","doi":"","title":"PV ENABLED NET ZERO EV CHARGING STATION: SYSTEM DESIGN AND SIMULATION STUDY","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Photovoltaic system; Renewable energy; Charging station; Grid; Solar energy; Zero-energy building; Work (physics); Electricity generation; Power (physics); Systems design","score_opus":0.007323613497165294,"score_gpt":0.187508977646525,"score_spread":0.1801853641493597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024233043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938908,0.00015172231,0.004803364,0.000009065858,0.00023230181,0.00056035374,0.000011788504,0.00017589335,0.00016471226],"genre_scores_gemma":[0.9783535,0.00003801754,0.002544573,0.0000016447179,0.00005582746,6.395523e-7,0.00017574738,0.000038053,0.018792009],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991775,0.0000531161,0.00012763085,0.00023768397,0.00019896732,0.00020506857],"domain_scores_gemma":[0.99946594,0.000034806457,0.00011970016,0.00017382522,0.00014276145,0.00006298679],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013457009,0.00021788022,0.0003176242,0.00022003026,0.00017620169,0.00003325888,0.00014160376,0.00020585993,0.000054496006],"category_scores_gemma":[0.0000037058376,0.0002535006,0.000043415526,0.00018792383,0.000017394146,0.00023282784,0.000012068104,0.00017245117,0.000011962041],"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":[0.0004413369,0.00007474629,0.0010786132,0.0027413617,0.00075949694,0.00007651811,0.3410607,0.6273629,0.00796679,0.00009988387,0.0032661771,0.015071487],"study_design_scores_gemma":[0.0015650945,0.00051980716,0.011401643,0.0003634368,0.00040449653,0.000003919039,0.19709387,0.7859788,0.0016664152,0.00007725345,0.0003052708,0.00061998965],"about_ca_topic_score_codex":0.0016985614,"about_ca_topic_score_gemma":0.0010389376,"teacher_disagreement_score":0.15861589,"about_ca_system_score_codex":0.000114365124,"about_ca_system_score_gemma":0.000024886427,"threshold_uncertainty_score":0.9999917},"labels":[],"label_agreement":null},{"id":"W7024237042","doi":"","title":"Pressure Wave Velocity Using High-Frame-Rate Ultrasound Imaging for Urodynamic Study","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Galaxies: Formation, Evolution, Phenomena","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":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Urinary system; Ultrasound; Prostate; Lower urinary tract symptoms; Urethra; Urination; Hyperplasia; Urinary flow","score_opus":0.007467286043341689,"score_gpt":0.20263203473236252,"score_spread":0.19516474868902084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024237042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974687,0.000032347332,0.00016173115,0.00004664658,0.00053253036,0.0011275691,0.0005128157,0.000057105743,0.000060518836],"genre_scores_gemma":[0.92196006,0.0000025686588,0.0009740022,7.271433e-7,0.00008174013,0.0000051634925,0.0030877322,0.0000494214,0.07383857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998436,0.00013433349,0.00023364235,0.0004901545,0.00031750216,0.000388366],"domain_scores_gemma":[0.9985089,0.00007380846,0.0006094431,0.00041657017,0.0003081415,0.000083149935],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027979436,0.00035319888,0.0004898603,0.0002721054,0.00091263815,0.000059515252,0.0003999019,0.0000797087,0.0011331562],"category_scores_gemma":[0.000007870835,0.000464097,0.00022626802,0.00023723744,0.00006356083,0.0005257582,0.00009733192,0.0003314901,0.000008799705],"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":[0.0003409899,0.0007086224,0.6982763,0.00048606066,0.0012847312,4.733728e-7,0.29134232,0.0024157497,0.0027278,0.0015019305,0.0006980331,0.00021703172],"study_design_scores_gemma":[0.0010725881,0.000085693304,0.67615503,0.000031590953,0.0006461948,5.090727e-7,0.3117021,0.008833388,0.00004534493,0.00091719587,0.0001095525,0.00040081833],"about_ca_topic_score_codex":0.0655422,"about_ca_topic_score_gemma":0.0057413857,"teacher_disagreement_score":0.07550866,"about_ca_system_score_codex":0.0002032485,"about_ca_system_score_gemma":0.00018400338,"threshold_uncertainty_score":0.9997811},"labels":[],"label_agreement":null},{"id":"W7024302106","doi":"","title":"Real-Time Traffic Performance Measurement of Signalized Intersections Using Connected Vehicle Data: A Simulation-Based Study","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Traffic congestion; Intersection (aeronautics); Context (archaeology); Reliability (semiconductor); Performance measurement; Traffic simulation; Range (aeronautics); Traffic optimization; Traffic congestion reconstruction with Kerner's three-phase theory","score_opus":0.03256626859864276,"score_gpt":0.23558458235084276,"score_spread":0.2030183137522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024302106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962891,0.000009192682,0.00071081857,0.000008168294,0.00024613366,0.00063129026,0.00006243669,0.0019632399,0.000079667865],"genre_scores_gemma":[0.9957741,0.00002832215,0.0003957854,6.722454e-7,0.000012996162,0.0000012691835,0.0005615892,0.000041437146,0.0031838142],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989387,0.000052020274,0.0002083588,0.000265665,0.0003787486,0.00015652606],"domain_scores_gemma":[0.99913037,0.00004254534,0.00015191444,0.00042728637,0.0002037246,0.00004418113],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024908548,0.00019435734,0.00034809034,0.00050538295,0.00010787492,0.000011828499,0.00035704984,0.0001265995,0.000056110184],"category_scores_gemma":[0.000014434008,0.00025013712,0.000080573125,0.00037882576,0.000026484024,0.0002041204,0.000043566943,0.00014083883,0.000011776019],"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":[0.0002458471,0.00021389713,0.00013983186,0.00070626894,0.0005010634,0.0000073913284,0.020469956,0.9530976,0.021658521,8.5136213e-7,0.0011650146,0.0017937835],"study_design_scores_gemma":[0.00091032806,0.0001487506,0.0046818773,0.00030622515,0.00037274972,5.734822e-8,0.035306606,0.95727897,0.0007547163,3.5866057e-7,0.000032769876,0.00020658498],"about_ca_topic_score_codex":0.004865515,"about_ca_topic_score_gemma":0.015770966,"teacher_disagreement_score":0.020903805,"about_ca_system_score_codex":0.00015010832,"about_ca_system_score_gemma":0.00005166696,"threshold_uncertainty_score":0.9999951},"labels":[],"label_agreement":null},{"id":"W7024332427","doi":"","title":"Social Factors and Nutrition Risk in Community-Living Seniors During the COVID-19 Pandemic","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magnetic properties of thin films","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":"Loneliness; Pandemic; Baseline (sea); Mental health; Public health; Malnutrition; Risk factor; Social isolation","score_opus":0.014443496537865348,"score_gpt":0.22547470792804886,"score_spread":0.21103121139018352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024332427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988214,0.00006188508,0.0000014952225,0.00027715685,0.00009044561,0.00030409236,0.00015344379,0.000027606886,0.00026248326],"genre_scores_gemma":[0.94663215,0.000049653445,0.000027679955,0.00000672424,0.000028705415,0.000002101107,0.00036646504,0.000016696406,0.05286983],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988219,0.0004890576,0.00011376407,0.00018824839,0.00018830941,0.00019870003],"domain_scores_gemma":[0.9992748,0.00015836862,0.00026867297,0.00020968626,0.000027476493,0.000061005463],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031351953,0.00018889697,0.00028476684,0.0001595811,0.0014100538,0.000027232345,0.00041855336,0.00010011975,0.0010632417],"category_scores_gemma":[0.000019368212,0.00018399965,0.000118665914,0.00012392872,0.000118287164,0.00012120905,0.00024049566,0.0009596558,0.0000016870978],"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":[0.0001760858,0.00015875671,0.38958725,0.00055777084,0.00011011108,0.000003028232,0.6072656,0.00003314117,0.00076767616,0.000092013004,0.0005589086,0.00068962586],"study_design_scores_gemma":[0.0007282126,0.00006669638,0.12558776,0.00006891273,0.0001063893,6.3588266e-7,0.87184757,0.000041706975,0.000058826703,0.0003754663,0.0008643109,0.00025351925],"about_ca_topic_score_codex":0.3295587,"about_ca_topic_score_gemma":0.0682277,"teacher_disagreement_score":0.26458195,"about_ca_system_score_codex":0.00013602285,"about_ca_system_score_gemma":0.00005849682,"threshold_uncertainty_score":0.99988997},"labels":[],"label_agreement":null},{"id":"W7024546366","doi":"","title":"Smooth and Time-Optimal Trajectory Planning for Multi-Axis Machine Tools","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Manufacturing Process and Optimization","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":"Intelligent Mechatronic Systems (Canada); University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Jerk; Machining; Machine tool; Smoothing; Control theory (sociology); Trajectory; Torque; Nonlinear system; Numerical control","score_opus":0.013439606890479228,"score_gpt":0.20789172336684061,"score_spread":0.19445211647636138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024546366","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":[0.99403584,0.0015750733,0.0028003643,0.000032081716,0.00032581715,0.00035940838,0.0001822805,0.0002934712,0.00039569082],"genre_scores_gemma":[0.15666427,0.0006958536,0.06453564,0.000010771204,0.0001371618,0.0000062215827,0.0047393837,0.00024992673,0.7729608],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994088,0.000006433159,0.00008799688,0.0002331745,0.00009272179,0.0001708681],"domain_scores_gemma":[0.999731,0.000023977109,0.0000497456,0.00010168516,0.000039725444,0.00005384153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000056115903,0.00020850869,0.00027035212,0.00020553316,0.00008859433,0.000041744865,0.00012018315,0.00021725618,0.000088649445],"category_scores_gemma":[0.0000048447437,0.00024421723,0.00008482014,0.00005817083,0.000020462237,0.00016987447,0.000018056551,0.00017147773,0.000011930859],"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":[0.0006443779,0.00009714451,0.00013841913,0.020121438,0.00090353115,0.00008124861,0.40571326,0.51099783,0.007647209,0.00011137587,0.00608065,0.04746352],"study_design_scores_gemma":[0.001480599,0.00018214194,0.002626181,0.0009792524,0.00051663816,0.0000031021893,0.030306045,0.95142835,0.0060581453,0.000032874694,0.0054247295,0.0009619215],"about_ca_topic_score_codex":0.0007281712,"about_ca_topic_score_gemma":0.00093960133,"teacher_disagreement_score":0.8373715,"about_ca_system_score_codex":0.00003700503,"about_ca_system_score_gemma":0.000016364906,"threshold_uncertainty_score":0.99588895},"labels":[],"label_agreement":null},{"id":"W7024608512","doi":"","title":"Sizing-Design Method and Performance Improvement for Adiabatic Compressed Air Energy Storage Systems","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cosmology and Gravitation Theories","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":"Compressed air energy storage; Sizing; Energy storage; Renewable energy; Pumped-storage hydroelectricity; Thermal energy storage; Electricity; Grid energy storage; Computer data storage; Compressed air","score_opus":0.008310891729874405,"score_gpt":0.2146801785544282,"score_spread":0.2063692868245538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024608512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92468786,0.0006251449,0.07242355,0.00020531265,0.00087316416,0.0006937109,0.00023429726,0.00005068134,0.00020625353],"genre_scores_gemma":[0.7080749,0.0000094665465,0.0033730683,0.000006809568,0.000064418295,0.000009084649,0.00070317864,0.000023213264,0.28773582],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99931735,0.00006206402,0.000106877436,0.00026559405,0.0000878136,0.0001603035],"domain_scores_gemma":[0.9993943,0.00013631803,0.00017340595,0.00013883572,0.00010898351,0.000048176935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016234413,0.00018275654,0.00032531182,0.00013833646,0.00019311726,0.000021632402,0.00013319234,0.00010415674,0.00003030768],"category_scores_gemma":[0.0000015489505,0.0002012852,0.000094174335,0.000069863716,0.00004697693,0.00010591515,0.00002760678,0.00010994735,0.000004749529],"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":[0.0032090107,0.00044281443,0.0015000758,0.011606402,0.004699728,0.000023593942,0.44574478,0.012340998,0.01666587,0.397635,0.011594012,0.09453769],"study_design_scores_gemma":[0.005252412,0.0029939823,0.004819688,0.002132704,0.0035257188,0.0000030094536,0.7253031,0.07345724,0.026527612,0.1447206,0.008834977,0.0024289421],"about_ca_topic_score_codex":0.005737612,"about_ca_topic_score_gemma":0.00032212492,"teacher_disagreement_score":0.28752956,"about_ca_system_score_codex":0.000022107908,"about_ca_system_score_gemma":0.000058534075,"threshold_uncertainty_score":0.86735916},"labels":[],"label_agreement":null},{"id":"W7024636623","doi":"","title":"Self, Materiality, and National Identity: The Dilemma of Authenticity Among Millennial Industrial Designers in China","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crafts, Textile, and Design","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":"DSM (Canada)","funders":"","keywords":"Dilemma; Essentialism; Materiality (auditing); Constructive; Materialism; China; Field (mathematics)","score_opus":0.0329824835275013,"score_gpt":0.21868421927835824,"score_spread":0.18570173575085694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024636623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724495,0.00001887872,7.8179744e-7,0.00014776763,0.0009274794,0.00035816486,0.00017046179,0.00004537807,0.0010861364],"genre_scores_gemma":[0.8912781,0.000057229754,0.000022991026,0.0000035662724,0.00020831753,0.0000011413877,0.00026203127,0.000021835023,0.10814482],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99875665,0.00013992451,0.0002132091,0.00025411052,0.00044428496,0.0001918094],"domain_scores_gemma":[0.99925995,0.000072646464,0.00030714812,0.0001428522,0.00017384715,0.000043542295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004819372,0.00019258949,0.00037708605,0.00034357447,0.00029371065,0.00011874096,0.0003198413,0.00021308988,0.00051887415],"category_scores_gemma":[0.000032898424,0.00018055682,0.00012150912,0.000095270865,0.00034360588,0.00041138942,0.00008373809,0.00021227948,0.000015355632],"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":[0.00043977008,0.00013802416,0.0018123355,0.00044555354,0.00021896811,0.000022404858,0.96768343,0.000010460974,0.0003021007,0.024316806,0.00430399,0.00030615533],"study_design_scores_gemma":[0.003477523,0.00028731598,0.17862703,0.00061904715,0.0005721228,0.0000017677474,0.80351305,0.00043808453,0.00042297193,0.008436558,0.0027753208,0.00082918885],"about_ca_topic_score_codex":0.14061746,"about_ca_topic_score_gemma":0.33771673,"teacher_disagreement_score":0.19709927,"about_ca_system_score_codex":0.00006057349,"about_ca_system_score_gemma":0.000107060376,"threshold_uncertainty_score":0.8651052},"labels":[],"label_agreement":null},{"id":"W7024639658","doi":"","title":"The socio-political dimensions of sustainability transitions: Applying discursive approaches to examine energy transitions","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Sustainability; CONTEST; Politics; Sociotechnical system; Climate change; Field (mathematics); Social sustainability; Energy transition","score_opus":0.02405454205454718,"score_gpt":0.20999479954568268,"score_spread":0.1859402574911355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024639658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878872,0.00012282291,0.0001818276,0.010086101,0.000096854106,0.0006448935,0.00022095961,0.000024797722,0.0007345134],"genre_scores_gemma":[0.9337067,0.000102118654,0.0003657331,0.000035835055,0.000021574368,0.000024004927,0.00050725363,0.000024129653,0.06521264],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980414,0.00019843367,0.0002277785,0.00053605443,0.00046562392,0.00053071347],"domain_scores_gemma":[0.9988283,0.00014738762,0.0001748896,0.00052250474,0.0001316967,0.0001952523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024102429,0.0002581889,0.00042786173,0.0000620909,0.00071425067,0.000018734843,0.0004234634,0.00024441184,0.0003810615],"category_scores_gemma":[0.00007614743,0.00022600974,0.00031387064,0.00042376478,0.00072827906,0.00019450772,0.00011993756,0.00022915384,0.000006880233],"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":[0.0006430528,0.0012687825,0.0010731713,0.0013352764,0.00027199532,0.00008534708,0.9343875,0.0021071201,0.0045816023,0.044989966,0.0013997593,0.007856423],"study_design_scores_gemma":[0.0002722057,0.000106476095,0.005794039,0.000091835835,0.00019443015,0.0000022063173,0.98505443,0.00010301609,0.0012450978,0.0054739206,0.0013840153,0.0002783131],"about_ca_topic_score_codex":0.02328539,"about_ca_topic_score_gemma":0.12156518,"teacher_disagreement_score":0.09827978,"about_ca_system_score_codex":0.0006849391,"about_ca_system_score_gemma":0.00012770366,"threshold_uncertainty_score":0.9832186},"labels":[],"label_agreement":null},{"id":"W7024692672","doi":"","title":"Software Simulation of Numerically Controlled\\nMachining","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Neural Network 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":"Blackberry (Canada)","funders":"","keywords":"Machining; Software; Field (mathematics); Simulation software; Work (physics)","score_opus":0.011703575477142182,"score_gpt":0.2505128945389811,"score_spread":0.23880931906183894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024692672","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":[0.36039412,0.00019177873,0.6373366,0.00020783154,0.0002957307,0.00068965333,0.000014724486,0.00022255145,0.0006469976],"genre_scores_gemma":[0.500652,0.00010528812,0.36392626,0.0000678364,0.00007563969,0.0000019793476,0.0003551737,0.000052556574,0.13476327],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99867386,0.00005087638,0.00024711376,0.00041459195,0.00037273252,0.00024084597],"domain_scores_gemma":[0.9980336,0.0002772547,0.00073831866,0.00052952056,0.00033543215,0.0000859115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001543825,0.00021061054,0.0005557963,0.00028738874,0.0001681459,0.000013739932,0.00091679994,0.00021173041,0.00003121821],"category_scores_gemma":[0.000042798365,0.00024428315,0.00021702974,0.00048592023,0.00006070483,0.00036288923,0.00010980586,0.00024249431,0.000019639177],"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":[0.0023503485,0.00061173463,0.0011079086,0.00077911204,0.000632704,0.00009074122,0.14129134,0.54947376,0.011658386,0.016490715,0.0011218991,0.27439135],"study_design_scores_gemma":[0.011246229,0.0009011683,0.014364472,0.0009470618,0.00063136715,0.000008633097,0.035186,0.9162503,0.006574343,0.008012704,0.003531918,0.0023458367],"about_ca_topic_score_codex":0.0011141935,"about_ca_topic_score_gemma":0.001684394,"teacher_disagreement_score":0.36677653,"about_ca_system_score_codex":0.000051619212,"about_ca_system_score_gemma":0.00007081351,"threshold_uncertainty_score":0.9961578},"labels":[],"label_agreement":null},{"id":"W7024760053","doi":"","title":"Stereocoherence thresholds as a measure of global stereopsis","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Stereopsis; Stereoscopy; Binocular disparity; Luminance; Depth perception; Psychophysics; Stimulus (psychology); Shutter; Contrast (vision)","score_opus":0.04289478883444865,"score_gpt":0.2857089074666337,"score_spread":0.24281411863218505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024760053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811273,0.000033136905,0.000016079306,0.0001678527,0.0004377938,0.00025649925,0.000117395146,0.000056899375,0.017787],"genre_scores_gemma":[0.7009189,0.00005041726,0.0001512814,0.000027735507,0.000017106991,3.4813377e-7,0.000032833726,0.000014501975,0.29878685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983533,0.000101594494,0.00015806753,0.0005247862,0.00060499687,0.00025723813],"domain_scores_gemma":[0.9984539,0.00002225304,0.0006554177,0.0005398686,0.00020874721,0.00011978457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014235378,0.00026959548,0.00047956707,0.00010663533,0.00034269132,0.000056725985,0.001013665,0.0003810943,0.0010053392],"category_scores_gemma":[0.000084691404,0.00029990743,0.00020879928,0.00017078643,0.00019284141,0.00035731387,0.00007663581,0.00022418174,0.0001742201],"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":[0.0015466828,0.0003768625,0.0014995988,0.0016189966,0.00008174641,0.0001228452,0.10264836,0.0000071024606,0.83835644,0.0035349363,0.0011861364,0.049020316],"study_design_scores_gemma":[0.0053461404,0.0025179116,0.024894515,0.0050764414,0.0009116388,0.00008360606,0.27874246,0.0002643317,0.6659871,0.010601225,0.0028104165,0.002764233],"about_ca_topic_score_codex":0.0089509785,"about_ca_topic_score_gemma":0.018671665,"teacher_disagreement_score":0.28099987,"about_ca_system_score_codex":0.00006495785,"about_ca_system_score_gemma":0.00023098035,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W7024824983","doi":"","title":"Tectonic Stresses and Injection-Induced Fault Slip Assessment","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Atmospheric Ozone and Climate","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":"Borehole; Induced seismicity; Tectonics; Geothermal energy; Geothermal gradient; Fault (geology); Thrust fault; Hydraulic fracturing; Microearthquake; Slip (aerodynamics)","score_opus":0.00923054143783096,"score_gpt":0.21085718124971145,"score_spread":0.2016266398118805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024824983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99374807,0.00023729226,0.0000012025513,0.0001409963,0.00039564894,0.00016520303,0.00009829108,0.000044669418,0.0051686075],"genre_scores_gemma":[0.8266538,0.0005552275,0.0006122388,0.000015726642,0.0000305215,2.0801933e-7,0.0014564712,0.000008585123,0.17066725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989709,0.00006572918,0.000100733654,0.00033315422,0.00030346095,0.00022602182],"domain_scores_gemma":[0.9994403,0.000046358637,0.00020245486,0.00017523131,0.00004880267,0.000086866334],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000099338846,0.00018659902,0.00029249003,0.000057129724,0.0004353113,0.00003017226,0.00022382535,0.00014475737,0.011635045],"category_scores_gemma":[0.000004572969,0.00020266112,0.00008271517,0.00020769557,0.000042373627,0.00020634312,0.000025352887,0.00029699446,0.000034142],"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":[0.0011501265,0.00032750997,0.4516206,0.0020369873,0.001203147,0.00048244145,0.21822552,0.006153336,0.002286078,0.00023706834,0.0053359633,0.31094122],"study_design_scores_gemma":[0.0005537407,0.00066507945,0.52844536,0.00006711007,0.00020721559,0.0000101857695,0.4662534,0.0014247055,0.00011920431,0.00011089635,0.0016893364,0.00045376745],"about_ca_topic_score_codex":0.20265636,"about_ca_topic_score_gemma":0.31327075,"teacher_disagreement_score":0.31048745,"about_ca_system_score_codex":0.0000193941,"about_ca_system_score_gemma":0.00012829076,"threshold_uncertainty_score":0.9892685},"labels":[],"label_agreement":null},{"id":"W7024882741","doi":"","title":"Standards for the control of algorithmic bias in the Canadian administrative context","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ethics and Social Impacts of AI","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":"Charter; Directive; Context (archaeology); Legislature; Control (management); Economic Justice; Legislation","score_opus":0.05455149459498241,"score_gpt":0.33097742154005566,"score_spread":0.27642592694507323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024882741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84491056,0.0008812001,0.000021851329,0.12063186,0.0011920468,0.00412728,0.0040519508,0.000022914497,0.024160357],"genre_scores_gemma":[0.9393157,0.00020692238,0.000024865647,0.00016866352,0.000045684283,0.0000030720596,0.000101103324,0.0000084858275,0.06012554],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99838144,0.00039085405,0.00011670801,0.00014880307,0.00068640773,0.00027579252],"domain_scores_gemma":[0.99800557,0.00083228777,0.00027360063,0.00015469444,0.0006499326,0.00008392657],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002601461,0.00011338597,0.000287904,0.00013187538,0.0016491811,0.000057713398,0.0007230159,0.0002495837,0.0003714299],"category_scores_gemma":[0.00044295943,0.000093546536,0.00018327597,0.00022969431,0.0004669041,0.00013158268,0.000011399893,0.0004215189,9.39664e-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":[0.00014024337,0.000024710474,0.00012397303,0.000037691265,0.0000933642,0.000008652075,0.9632069,0.0000061528413,0.0000070261035,0.03119811,0.0021309487,0.003022246],"study_design_scores_gemma":[0.0005187224,0.000165922,0.0017326004,0.000036325382,0.00009402757,8.843643e-8,0.95212436,0.000022915256,0.000010181777,0.0016909781,0.04349918,0.00010467671],"about_ca_topic_score_codex":0.97930926,"about_ca_topic_score_gemma":0.99947363,"teacher_disagreement_score":0.12046319,"about_ca_system_score_codex":0.00039475667,"about_ca_system_score_gemma":0.004420909,"threshold_uncertainty_score":0.99965054},"labels":[],"label_agreement":null},{"id":"W7024885207","doi":"","title":"Star Formation and Quenching in Galaxies: Groups, Clusters, and Mergers","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermodynamic and Structural Properties of Metals and Alloys","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":"Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Nuclear Safety and Security Commission; Durham University; National Aeronautics and Space Administration; National Science Foundation","keywords":"Star formation; Galaxy; Quenching (fluorescence); Stellar mass; Halo; Galaxy group; Galaxy formation and evolution","score_opus":0.0062877301442974135,"score_gpt":0.1656811936490904,"score_spread":0.15939346350479297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024885207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894357,0.00053649314,0.000004093635,0.00007525113,0.00017209646,0.00010245672,0.000010863832,0.000066449844,0.00008870818],"genre_scores_gemma":[0.98287374,0.0021050079,0.00018883127,0.0000012820168,0.000009782355,2.9020802e-7,0.00013797743,0.000019721025,0.014663352],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995423,0.000015190091,0.00009060493,0.00012616588,0.00008683119,0.00013890129],"domain_scores_gemma":[0.99981177,0.000011266488,0.00004422723,0.000079706944,0.000014520573,0.000038488775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000066918525,0.00013930272,0.00022624045,0.00015936486,0.000068027686,0.000015461204,0.00009588194,0.00012928339,0.000018455543],"category_scores_gemma":[0.000003978411,0.0001444743,0.000035928962,0.00006392365,0.00003097865,0.0002740699,0.000031740336,0.00014766965,0.0000026156224],"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":[0.0004512346,0.000021114563,0.0015291269,0.0087735625,0.0004626449,0.00009322943,0.8798676,0.0075265984,0.035648607,0.00035388255,0.001488681,0.063783675],"study_design_scores_gemma":[0.001396946,0.00012474641,0.1423135,0.0010907319,0.00014253016,0.0000051579686,0.6334632,0.21916097,0.00042060847,0.00079542515,0.0001619026,0.00092428445],"about_ca_topic_score_codex":0.009174662,"about_ca_topic_score_gemma":0.035183236,"teacher_disagreement_score":0.24640444,"about_ca_system_score_codex":0.000034298824,"about_ca_system_score_gemma":0.0000048981683,"threshold_uncertainty_score":0.99742335},"labels":[],"label_agreement":null},{"id":"W7024974616","doi":"","title":"A theoretical and empirical investigation into the economic relationship between forested watersheds and water treatment costs","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Investment (military); Water quality; Cost–benefit analysis; Forest management; Order (exchange); Economic impact analysis; Empirical research; Forest cover; Quality (philosophy); Function (biology)","score_opus":0.012610678808787417,"score_gpt":0.20137081557843958,"score_spread":0.18876013676965217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024974616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982047,0.00010092787,0.000023430795,0.0010249701,0.000074008065,0.00026446968,0.000007171384,0.000059861377,0.00024047414],"genre_scores_gemma":[0.9800092,0.0001471552,0.00030588766,0.0000074543586,0.000037185673,0.0000015906172,0.0015961314,0.000026613314,0.017868793],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99933076,0.00006944807,0.000120853816,0.00022723338,0.000089994486,0.00016173435],"domain_scores_gemma":[0.99963176,0.0000672522,0.000040580737,0.00016301153,0.00002419166,0.0000731897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009531127,0.00019860147,0.00024252111,0.00015121103,0.00017931197,0.0000655556,0.0001002736,0.00019636871,0.000054734006],"category_scores_gemma":[0.0000041001545,0.00014950293,0.00005361749,0.000052654956,0.0001583614,0.0001939133,0.000047881735,0.00012221873,0.0000108202685],"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":[0.00014057152,0.00001904727,0.18474078,0.00072611443,0.0006185123,0.000023829292,0.7990486,0.00501665,0.00051671703,0.0035426752,0.00049299817,0.0051135025],"study_design_scores_gemma":[0.0046087545,0.00064905535,0.5843907,0.00069040793,0.0029513123,0.000008439688,0.294737,0.07781803,0.01965145,0.010448392,0.0020832694,0.0019631684],"about_ca_topic_score_codex":0.0024943796,"about_ca_topic_score_gemma":0.008652787,"teacher_disagreement_score":0.5043116,"about_ca_system_score_codex":0.00017560301,"about_ca_system_score_gemma":0.000012766847,"threshold_uncertainty_score":0.60965526},"labels":[],"label_agreement":null},{"id":"W7024999252","doi":"","title":"Theory and Mitigation of Crosstalk on Quantum Information Processors","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Physics of Superconductivity and Magnetism","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":"Blackberry (Canada)","funders":"Lawrence Berkeley National Laboratory","keywords":"Quantum computer; Quantum decoherence; Quantum error correction; Quantum; Computation; Error detection and correction; Crosstalk; Quantum information; Markov process","score_opus":0.006525979624630561,"score_gpt":0.20099217700107125,"score_spread":0.1944661973764407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024999252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99810886,0.000010693968,0.000032612945,0.00008711602,0.000119370045,0.00017164912,0.00013951283,0.000022197397,0.0013079995],"genre_scores_gemma":[0.9541671,0.000017534667,0.0000410174,0.0000030441079,0.000022541404,7.275181e-7,0.001102569,0.0000111949485,0.044634268],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994486,0.000032721244,0.00010113307,0.00013778661,0.00016264692,0.0001171437],"domain_scores_gemma":[0.99942786,0.000051065697,0.00022694076,0.00012738394,0.00012856544,0.00003816044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011878928,0.00013866792,0.00023337977,0.00016831984,0.0001138335,0.000016656313,0.00012077783,0.00009594745,0.00008167297],"category_scores_gemma":[0.000005428042,0.00016332911,0.000082242404,0.00011851529,0.00009803747,0.0012632112,0.000027696055,0.00014297059,0.000029855108],"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":[0.0008867556,0.0002984895,0.00081184285,0.002074901,0.00042931375,0.0000026768894,0.49772376,0.00012115485,0.023209719,0.41564903,0.00093068555,0.057861682],"study_design_scores_gemma":[0.0014271454,0.00040085166,0.017781414,0.00070891145,0.00026347325,2.2356959e-7,0.78942,0.00016759732,0.02781552,0.16111805,0.00031667558,0.00058010145],"about_ca_topic_score_codex":0.008457192,"about_ca_topic_score_gemma":0.000686013,"teacher_disagreement_score":0.29169628,"about_ca_system_score_codex":0.0000097828715,"about_ca_system_score_gemma":0.000054750435,"threshold_uncertainty_score":0.9981456},"labels":[],"label_agreement":null},{"id":"W7025155067","doi":"","title":"The Techno-Inclusive Model of Disability: Motivations, Influences, and Applications","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Statistical Methods and Applications","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":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Hyporeflexia; Liquation; Fusible alloy; Triacetin","score_opus":0.025003703114695956,"score_gpt":0.300171765669346,"score_spread":0.27516806255465004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025155067","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":[0.96298045,0.00033459195,0.02845647,0.0027684362,0.000056272955,0.0022909301,0.0012522136,0.0001100312,0.0017505819],"genre_scores_gemma":[0.14321394,0.0018894668,0.5832242,0.00003846059,0.000070281,0.00020939657,0.0010481591,0.00012940864,0.2701767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99906,0.0000641883,0.00020737392,0.0002643675,0.00026872204,0.0001353819],"domain_scores_gemma":[0.9980044,0.000896287,0.00038637017,0.00048369213,0.00017929426,0.00004995315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027520466,0.00014341247,0.00029567038,0.00006684547,0.0006859855,0.000010917626,0.00040551415,0.00012267765,0.00006621031],"category_scores_gemma":[0.00016156584,0.00013319038,0.00008278472,0.0002681403,0.0004402115,0.000059510367,0.0001615112,0.00023340424,0.0000011725326],"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":[0.00005356859,0.0002179363,0.00033984362,0.0005908466,0.000119142096,3.8463844e-7,0.019945573,0.000081615646,0.0020413257,0.94650745,0.00052828144,0.029574027],"study_design_scores_gemma":[0.00026554824,0.00005077301,0.0015761794,0.000069560534,0.00035609465,7.5998423e-7,0.1586158,0.0034226233,0.00057066756,0.83346456,0.0013505522,0.0002568654],"about_ca_topic_score_codex":0.003046579,"about_ca_topic_score_gemma":0.004927388,"teacher_disagreement_score":0.8197665,"about_ca_system_score_codex":0.00007318491,"about_ca_system_score_gemma":0.00007756332,"threshold_uncertainty_score":0.54313457},"labels":[],"label_agreement":null},{"id":"W7025161726","doi":"","title":"Urban and architectural design for the young mind: An ecological investigation of the relationship between urban form and adolescent mental health","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spectroscopy and Laser 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":"Mental health; Population; Psychosocial; Public health; Casual; Context (archaeology); Set (abstract data type)","score_opus":0.029974292965760867,"score_gpt":0.25063899854699345,"score_spread":0.22066470558123258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025161726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99694586,0.00016627599,0.000036100442,0.001896525,0.0000357766,0.000604982,0.00027028378,0.000013637156,0.000030577856],"genre_scores_gemma":[0.98455274,0.000016382708,0.0006017964,0.000017317807,0.000028830467,0.00000756463,0.0011502112,0.000012285316,0.013612855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924564,0.000063417145,0.00013411231,0.00024673564,0.00016040304,0.00014969251],"domain_scores_gemma":[0.99912626,0.00022982321,0.00031339552,0.00022776915,0.000030427762,0.00007234341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002104819,0.0001375108,0.0002001966,0.000051347495,0.00084114843,0.000014104082,0.00025728944,0.0001223347,0.0000578172],"category_scores_gemma":[0.000017185237,0.00011030182,0.00007343678,0.00008841833,0.00017717177,0.00007140106,0.000058262744,0.00028482082,2.0488146e-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":[0.00055333413,0.00015154018,0.5648821,0.001086572,0.00018513575,5.804728e-7,0.41781053,0.000046681806,0.006966123,0.0013869643,0.0057218876,0.0012085738],"study_design_scores_gemma":[0.0006884642,0.00018051962,0.8823787,0.000100854966,0.00022364277,0.0000032108037,0.11033434,0.0006238131,0.004150639,0.00087330653,0.00025354038,0.00018896419],"about_ca_topic_score_codex":0.0023379538,"about_ca_topic_score_gemma":0.0084264325,"teacher_disagreement_score":0.31749663,"about_ca_system_score_codex":0.00011105219,"about_ca_system_score_gemma":0.000096252166,"threshold_uncertainty_score":0.64695185},"labels":[],"label_agreement":null},{"id":"W7025194642","doi":"","title":"Unsupervised Methods for Condition-Based Maintenance in Non-Stationary Operating Conditions","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Machine Fault Diagnosis 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":"Unavailability; Cluster analysis; Condition monitoring; Condition-based maintenance; Set (abstract data type); Key (lock); Fault detection and isolation; Fault (geology); Predictive maintenance","score_opus":0.008687648977784753,"score_gpt":0.29161158544337934,"score_spread":0.2829239364655946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025194642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98323613,0.00013150922,0.010581194,0.0004906746,0.0004678159,0.0019223058,0.0014733082,0.00048034114,0.0012167221],"genre_scores_gemma":[0.4446895,0.0002478383,0.4373117,0.0001517233,0.00006493745,0.00032343794,0.047852095,0.00028562825,0.0690731],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898,0.000092631024,0.00021546154,0.00030516152,0.00014928532,0.00025748453],"domain_scores_gemma":[0.99912256,0.00032187032,0.00011573471,0.0002437573,0.00014007371,0.000056033336],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026994708,0.00025613618,0.0004281038,0.00054969493,0.00020247416,0.00001600035,0.00033681616,0.00019529142,0.0009639485],"category_scores_gemma":[0.000045417957,0.0003550853,0.00017082725,0.00029021883,0.00004071315,0.00019320268,0.000024044426,0.0003369201,0.000004507201],"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":[0.00059119007,0.0012093734,0.004003009,0.013944236,0.0010416651,0.00025194933,0.24935183,0.3566021,0.20939513,0.0055428785,0.12794301,0.030123627],"study_design_scores_gemma":[0.005234495,0.00047735596,0.025454532,0.0014565472,0.0003646391,0.0000035318687,0.16635866,0.7515871,0.038562506,0.002427781,0.006008014,0.0020648644],"about_ca_topic_score_codex":0.0052536787,"about_ca_topic_score_gemma":0.010762191,"teacher_disagreement_score":0.5385466,"about_ca_system_score_codex":0.00025573606,"about_ca_system_score_gemma":0.0000840886,"threshold_uncertainty_score":0.9999493},"labels":[],"label_agreement":null},{"id":"W7025225528","doi":"","title":"Turning Open Government Data Portals into Interactive Databases","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Data Quality and Management","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":"Upload; Key (lock); Governor; Set (abstract data type); Download; Table (database); Open data; Publication; Web application","score_opus":0.13103167425199025,"score_gpt":0.37989511964050693,"score_spread":0.24886344538851668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025225528","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":[0.91252977,0.00038650015,0.00082142657,0.006177091,0.004088814,0.0027568142,0.020429421,0.00012462332,0.052685555],"genre_scores_gemma":[0.025571108,0.00021270865,0.004130938,0.00014107375,0.000037043028,0.0000019463957,0.026328465,0.000027214934,0.9435495],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99528575,0.00042311667,0.00041037705,0.0012840593,0.0023385896,0.00025812676],"domain_scores_gemma":[0.9951198,0.00051285274,0.0012009628,0.002888303,0.00015413486,0.00012393409],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.0032741758,0.00026698655,0.0006524921,0.000246109,0.00052406586,0.0003140388,0.00889858,0.00007660509,0.012366109],"category_scores_gemma":[0.0005859719,0.00027770904,0.000121608864,0.00045535236,0.00008929136,0.0031177187,0.010175872,0.00036827291,0.0002472603],"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":[0.0014421623,0.0005748042,0.00040265653,0.00024083062,0.0007602313,0.00038144158,0.24254426,0.00012614677,0.0007657086,0.0044232616,0.6098332,0.13850531],"study_design_scores_gemma":[0.00031069395,0.00006623666,0.00087902276,0.00008351913,0.00013259954,9.1125696e-7,0.60615987,0.00022188292,0.0001530989,0.0006323373,0.39110324,0.00025661584],"about_ca_topic_score_codex":0.12161744,"about_ca_topic_score_gemma":0.27635363,"teacher_disagreement_score":0.89086396,"about_ca_system_score_codex":0.0002069792,"about_ca_system_score_gemma":0.00014979625,"threshold_uncertainty_score":0.9999675},"labels":[],"label_agreement":null},{"id":"W7025225730","doi":"","title":"Type-Aware Optimizations with Imperfect Types","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pulsars and Gravitational Waves 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":"Blackberry (Canada)","funders":"","keywords":"TypeScript; JavaScript; Type safety; JSON; Type inference; Compiler; Callback; Implementation","score_opus":0.006948436421464075,"score_gpt":0.24917908576265269,"score_spread":0.2422306493411886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025225730","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":[0.9893925,0.00016892026,0.000027892971,0.00041383668,0.00022502747,0.00028937633,0.0006793989,0.000022592973,0.008780435],"genre_scores_gemma":[0.1372842,0.000018211145,0.00065422355,0.000002131732,0.000052726075,4.761362e-7,0.0053416444,0.000025118943,0.85662127],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99931,0.000021018226,0.000059621914,0.0002342596,0.00020914266,0.00016596049],"domain_scores_gemma":[0.999445,0.000024173483,0.00006511119,0.00015550245,0.00024618788,0.000064029664],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036883946,0.00014837706,0.000199782,0.00017634817,0.00013628337,0.000033382305,0.00018480596,0.000076018936,0.0012039129],"category_scores_gemma":[0.0000011719092,0.00014071699,0.00009491619,0.00027778916,0.000048280326,0.00010099786,0.000031772695,0.0002116845,0.00019452526],"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":[0.004312815,0.0018594667,0.011596911,0.005648836,0.011927837,0.00055456226,0.59157,0.023975758,0.020821236,0.11172918,0.1916749,0.024328489],"study_design_scores_gemma":[0.0039995154,0.0021631238,0.017033493,0.0030596065,0.0029270689,0.000007766846,0.88834363,0.013562686,0.0050871023,0.032562505,0.027658692,0.0035948069],"about_ca_topic_score_codex":0.0054827407,"about_ca_topic_score_gemma":0.0021168487,"teacher_disagreement_score":0.8521083,"about_ca_system_score_codex":0.000023214314,"about_ca_system_score_gemma":0.00017881206,"threshold_uncertainty_score":0.9997091},"labels":[],"label_agreement":null},{"id":"W7025328199","doi":"","title":"“When you add Black and Female, it’s almost like a double whammy”: The Gendered and Racialized Experiences of Professional Integration among Internationally Educated Health Professionals in Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radioactive Decay and Measurement Techniques","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; Qualitative research; Grounded theory; Race (biology); Health care; Intersectionality; Professional development; Racism; Health professionals","score_opus":0.0174009941722749,"score_gpt":0.26202710517747974,"score_spread":0.24462611100520484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025328199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975431,0.000086145636,0.0000094678,0.0009416381,0.00029464267,0.0007502209,0.00006532937,0.000006906149,0.00030257384],"genre_scores_gemma":[0.9621317,0.000028248243,0.0001340954,0.000037481666,0.00001788923,0.000020822963,0.0008221471,0.000010064877,0.036797546],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987856,0.00017167644,0.00022177942,0.00027718223,0.0003855947,0.00015816758],"domain_scores_gemma":[0.99908066,0.000043022552,0.0005303704,0.00012533973,0.00015996095,0.00006063187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029317505,0.00017484797,0.00033707713,0.00015037885,0.00023811078,0.000015309559,0.00023008857,0.000056474157,0.0005406339],"category_scores_gemma":[0.000003878055,0.00015212626,0.000050384413,0.00012387864,0.000108074084,0.00023489443,0.00006701075,0.0002758896,1.496192e-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":[0.00065162714,0.00021971534,0.020835778,0.00014971993,0.00016395662,0.0000023518755,0.9653295,0.000004203438,0.0005755805,0.0005925732,0.008563982,0.002910955],"study_design_scores_gemma":[0.00067575654,0.00005052463,0.0434137,0.000343216,0.00002519391,2.5616367e-7,0.9534474,0.00008257968,0.0014526556,0.00012947085,0.00023293034,0.00014634473],"about_ca_topic_score_codex":0.86251765,"about_ca_topic_score_gemma":0.88557875,"teacher_disagreement_score":0.036494974,"about_ca_system_score_codex":0.0001769968,"about_ca_system_score_gemma":0.00152633,"threshold_uncertainty_score":0.62035286},"labels":[],"label_agreement":null},{"id":"W7025366330","doi":"","title":"“Vital acts of transfer”: Affective economies and embodied knowledge in #MeToo","year":2021,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","topic":"Education, Healthcare and Sociology 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":"University of Waterloo","funders":"","keywords":"Embodied cognition; Preprint; Action (physics); Field (mathematics); Affect (linguistics)","score_opus":0.03586184916166865,"score_gpt":0.31797642756439304,"score_spread":0.28211457840272436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025366330","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":[0.7972375,0.0026161184,0.0000015163164,0.00082532055,0.00027638886,0.00028112027,0.000070243055,0.000015883634,0.19867592],"genre_scores_gemma":[0.2206992,0.0006848648,0.00008223076,0.0000072916737,0.00005066294,0.0000011255972,0.000057764326,0.000046436013,0.77837044],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998834,0.00041093936,0.00009741429,0.00035011888,0.000056145724,0.0002513621],"domain_scores_gemma":[0.99935406,0.00018178028,0.000068242945,0.0002493777,0.000065955144,0.000080595884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024760858,0.00014808761,0.00053009007,0.0004684548,0.000044649805,0.000003260299,0.0001772437,0.0005221631,0.0041054217],"category_scores_gemma":[0.000010287125,0.00017874516,0.000085291984,0.00012992704,0.00047181395,0.00003651437,0.00005542581,0.00029529832,0.000025161518],"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":[0.00016959824,0.00044325754,0.048603427,0.0011810092,0.0006716599,0.000058522422,0.8920954,2.4624455e-7,0.0001812225,0.011481039,0.042319056,0.0027955752],"study_design_scores_gemma":[0.0024932385,0.0004982936,0.09585552,0.00050214067,0.00009738199,0.000008535353,0.8596138,0.0000020677708,0.000105528794,0.00031112734,0.040061943,0.00045045846],"about_ca_topic_score_codex":0.06401387,"about_ca_topic_score_gemma":0.27131602,"teacher_disagreement_score":0.5796945,"about_ca_system_score_codex":0.000063192485,"about_ca_system_score_gemma":0.00017944678,"threshold_uncertainty_score":0.99680495},"labels":[],"label_agreement":null},{"id":"W7025400346","doi":"","title":"The Use of Risk Analysis Techniques to Determine the\\nProbability of Producing Non-Compliant Drinking\\nWater: Focusing on Dual Media Rapid Gravity\\nFiltration","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Risk assessment; Quality (philosophy); Risk management; Population; Probabilistic logic","score_opus":0.05083284883712743,"score_gpt":0.31541119560710207,"score_spread":0.26457834676997466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025400346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745595,0.000024799601,0.00028114606,0.0009899245,0.0002728262,0.0006444232,0.000042295513,0.00002112141,0.00026750597],"genre_scores_gemma":[0.9232848,0.0004718203,0.05512854,0.000023257457,0.00025708586,0.0000040498117,0.00026076008,0.000025305093,0.020544376],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978545,0.0005215617,0.00031807928,0.00037438798,0.0006687976,0.0002626931],"domain_scores_gemma":[0.9968073,0.0011037855,0.00078875787,0.0005103269,0.0007062533,0.000083608626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030304284,0.0001812088,0.0004607885,0.00033635963,0.0008536011,0.000045906218,0.00045984282,0.00019864447,0.000031357667],"category_scores_gemma":[0.0006909089,0.0001415409,0.0003052299,0.0009142571,0.0003819282,0.00020249846,0.000047123976,0.0002434168,0.000001173222],"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":[0.0005302103,0.00026959076,0.009974819,0.00016715312,0.00048239762,0.0000028147067,0.8240028,0.00028952732,0.011585015,0.0010067365,0.00027578938,0.15141317],"study_design_scores_gemma":[0.00032796818,0.00039095347,0.4899162,0.000743529,0.0025439563,6.320343e-7,0.37298375,0.00012654006,0.12464479,0.0028637608,0.004731582,0.0007263344],"about_ca_topic_score_codex":0.1562953,"about_ca_topic_score_gemma":0.43376407,"teacher_disagreement_score":0.47994137,"about_ca_system_score_codex":0.00012586826,"about_ca_system_score_gemma":0.00020360001,"threshold_uncertainty_score":0.849323},"labels":[],"label_agreement":null},{"id":"W7025608464","doi":"","title":"William Blake as a Visionary of the New Age: Comparing the New Age Concepts of Eckhart Tolle’s Mind-Body-Spirit Books with Blake’s Illuminated Works","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical Legal Studies and Society","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":"Blackberry (Canada)","funders":"","keywords":"Mysticism; Mythology; Vision; Consciousness; Curiosity; Buddhism; Poetry; HERO; Order (exchange)","score_opus":0.014962846957666162,"score_gpt":0.24663794381177645,"score_spread":0.23167509685411028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025608464","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":[0.98134923,0.0005260704,0.0000062346453,0.0042097294,0.0006291317,0.00070597976,0.00002051272,0.00004954117,0.012503554],"genre_scores_gemma":[0.3594172,0.00032920652,0.00013716207,0.000028675455,0.00008353647,5.4020364e-7,0.000046608173,0.000021166936,0.6399359],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978591,0.00018488722,0.00025360603,0.00038067444,0.0009230258,0.0003987083],"domain_scores_gemma":[0.99844396,0.00017722399,0.00057415565,0.00037324885,0.00024582402,0.00018558951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003045946,0.00027505716,0.00072984945,0.000070042646,0.0011457319,0.000032102995,0.001010099,0.00037674437,0.0002083311],"category_scores_gemma":[0.000066728775,0.0002037552,0.000445238,0.0007345804,0.0010657524,0.00015689353,0.00018720911,0.00050580647,0.000018793655],"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":[0.00024128454,0.000076371674,0.00069617166,0.00010708406,0.00036099664,0.00005750542,0.9331251,0.00006319738,0.00026799415,0.0009194835,0.062026966,0.0020578692],"study_design_scores_gemma":[0.0010238833,0.00022479343,0.014321758,0.0010010563,0.00037533665,5.7403753e-7,0.81125504,0.000024842828,0.00016199492,0.0001539521,0.17106357,0.0003931976],"about_ca_topic_score_codex":0.29023448,"about_ca_topic_score_gemma":0.5422415,"teacher_disagreement_score":0.62743235,"about_ca_system_score_codex":0.00022070784,"about_ca_system_score_gemma":0.00059049204,"threshold_uncertainty_score":0.8812159},"labels":[],"label_agreement":null},{"id":"W7026515010","doi":"","title":"Adapting Regenerative Braking Strength to Driver Preference","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Atomic and Molecular Physics","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Regenerative brake; Automotive industry; Controller (irrigation); Powertrain; Control (management); Identification (biology); Adaptation (eye); Active safety","score_opus":0.016668983160891413,"score_gpt":0.21595778494415732,"score_spread":0.1992888017832659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026515010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958686,0.000008002887,0.00053522,0.000065134394,0.00020113928,0.000222534,0.00007369635,0.00004886818,0.002976758],"genre_scores_gemma":[0.6200621,0.000002980403,0.0012274327,0.000005299797,0.000092436494,7.3284326e-7,0.00070555037,0.000031867155,0.37787157],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990413,0.00003982854,0.0000985887,0.00037097692,0.0001994998,0.00024978232],"domain_scores_gemma":[0.99929047,0.000023044826,0.00020937214,0.0002443717,0.00013729886,0.000095460666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000047948604,0.00022564275,0.00031561137,0.00011753239,0.00019229917,0.000019736308,0.00029908997,0.00009724364,0.00015784324],"category_scores_gemma":[0.0000026231924,0.0002756219,0.00015948297,0.00020038943,0.000027205151,0.00010694001,0.0001021449,0.00021878803,0.0001558304],"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":[0.0003229812,0.0002633495,0.005102072,0.00034091648,0.0015210442,0.000058239297,0.7818966,0.0015622076,0.04966479,0.03673721,0.015212332,0.10731829],"study_design_scores_gemma":[0.0014781186,0.00023581555,0.011903856,0.0013033809,0.00062678696,3.5010993e-7,0.90636754,0.001523797,0.069863476,0.0026625786,0.0022433046,0.0017910172],"about_ca_topic_score_codex":0.020020254,"about_ca_topic_score_gemma":0.0062713725,"teacher_disagreement_score":0.3758065,"about_ca_system_score_codex":0.000037968104,"about_ca_system_score_gemma":0.00011391483,"threshold_uncertainty_score":0.9999696},"labels":[],"label_agreement":null},{"id":"W7026550007","doi":"","title":"Advancing Municipal Natural Asset Management through Standardized Evaluation","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural capital; Ecosystem services; Asset (computer security); Asset management; Service delivery framework; Service (business); Sustainability; Urban planning","score_opus":0.012680774592512817,"score_gpt":0.24494358542463368,"score_spread":0.23226281083212086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026550007","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":[0.9813281,0.001459578,0.007438776,0.0012256766,0.0024428992,0.00064593303,0.000010862566,0.0006973802,0.004750768],"genre_scores_gemma":[0.17844093,0.00037846452,0.56066567,0.00004329542,0.000050435454,0.000002861467,0.00077252206,0.000050191727,0.25959566],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99764687,0.0001749347,0.00018166057,0.0006643964,0.0009690596,0.00036306854],"domain_scores_gemma":[0.9980069,0.000048290327,0.00039518837,0.0010415713,0.0004646999,0.00004335814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052386563,0.00028069774,0.0004789104,0.00033858954,0.00034433499,0.00006246393,0.0017777828,0.0002480058,0.000059017064],"category_scores_gemma":[0.000046090827,0.00035397592,0.00021533723,0.0004782561,0.000081132675,0.0006254813,0.0005245412,0.0003915554,0.000022404376],"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":[0.0003903599,0.00039082495,0.00008813089,0.0020582848,0.0015851032,0.0010173711,0.62994045,0.0030346552,0.0070272293,0.035849106,0.039282043,0.27933642],"study_design_scores_gemma":[0.007936871,0.00060389744,0.0055508655,0.0037761927,0.001537172,0.000039248476,0.7555538,0.123184964,0.015572689,0.020042043,0.062476467,0.003725825],"about_ca_topic_score_codex":0.0026243452,"about_ca_topic_score_gemma":0.013597897,"teacher_disagreement_score":0.8028872,"about_ca_system_score_codex":0.00049695116,"about_ca_system_score_gemma":0.00018615741,"threshold_uncertainty_score":0.9998912},"labels":[],"label_agreement":null},{"id":"W7026611596","doi":"","title":"Assessment of Drivers of Algal Biomass in North American Great Lakes via Satellite Remote Sensing","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Algal bloom; Climate change; Biomass (ecology); Satellite imagery; Bloom; Proxy (statistics); Productivity; Precipitation; Satellite","score_opus":0.005515188387321566,"score_gpt":0.20370530772668488,"score_spread":0.1981901193393633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026611596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99812,0.00002263353,0.00010405757,0.000039428476,0.00013180943,0.0002047591,0.00006973308,0.000013232763,0.0012943421],"genre_scores_gemma":[0.97682196,0.00010297165,0.00495327,0.0000019261063,0.000006618185,2.6882507e-8,0.00028370338,0.00001837298,0.017811177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881494,0.000065567576,0.00023376821,0.00032951677,0.00035967203,0.00019651355],"domain_scores_gemma":[0.99913245,0.00003487599,0.00048454423,0.00026106552,0.000025520754,0.00006154758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013779289,0.00020018568,0.0005380169,0.00020272964,0.000040610183,0.0000057707975,0.00022926477,0.00010879038,0.00009787778],"category_scores_gemma":[0.0000029336918,0.0002213492,0.00014258214,0.00051386066,0.00020894561,0.00009456347,0.00008236964,0.00016894286,0.000019572639],"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":[0.00022358842,0.0001482716,0.6564554,0.0033446716,0.00047221177,0.0003644275,0.1769125,0.002375798,0.052392844,0.00007916934,0.00018701897,0.10704412],"study_design_scores_gemma":[0.00038207014,0.00024068951,0.8974727,0.00053416076,0.00020920867,0.000004326901,0.04770217,0.05181653,0.00092839944,0.00007339138,0.00021871443,0.00041767882],"about_ca_topic_score_codex":0.23955265,"about_ca_topic_score_gemma":0.83809084,"teacher_disagreement_score":0.5985382,"about_ca_system_score_codex":0.0002061397,"about_ca_system_score_gemma":0.0000363506,"threshold_uncertainty_score":0.9026358},"labels":[],"label_agreement":null},{"id":"W7026720466","doi":"","title":"Of, By, and For the Internet: New Media Studies and Public Scholarship","year":2018,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","topic":"","field":"","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","keywords":"New media; Scholarship; Digital media; Permission; The Internet; Digital humanities","score_opus":0.04770540267827963,"score_gpt":0.2447413454518641,"score_spread":0.19703594277358447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026720466","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":[0.8737171,0.08270579,0.00033547397,0.02137557,0.0013402248,0.0043347836,0.002407649,0.0006811121,0.013102253],"genre_scores_gemma":[0.0044289734,0.0011569696,0.0019055883,0.000014998602,0.000092505565,4.1494778e-7,0.000029548639,0.0002252339,0.9921458],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989195,0.00007655724,0.00009265813,0.00038484155,0.00024580222,0.00028067135],"domain_scores_gemma":[0.99874556,0.00021228545,0.000369833,0.0003655922,0.00016031544,0.00014640644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033963393,0.00027650193,0.0005441655,0.0003589722,0.00009674115,0.000033093605,0.0005117374,0.0002473582,0.0004909123],"category_scores_gemma":[0.00014012776,0.00022907714,0.000086080625,0.0001514291,0.0013935856,0.0002072637,0.00047885257,0.00014240309,0.00009203215],"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":[0.000093557566,0.000021782529,0.0021741732,0.00030719495,0.0009303734,0.0000020269,0.03754266,1.6597982e-8,0.0003336233,0.00038120776,0.95641255,0.0018008382],"study_design_scores_gemma":[0.003203481,0.0003706716,0.0016126923,0.00079155347,0.0009441122,0.0000075913485,0.1318274,0.000021937292,0.0003026107,0.00077683997,0.859541,0.0006001145],"about_ca_topic_score_codex":0.023695197,"about_ca_topic_score_gemma":0.13464096,"teacher_disagreement_score":0.97904354,"about_ca_system_score_codex":0.00004411392,"about_ca_system_score_gemma":0.000052569572,"threshold_uncertainty_score":0.9828061},"labels":[],"label_agreement":null},{"id":"W7026794838","doi":"","title":"The Association between Social Isolation, Functional Social Support, and Memory: A Moderated Mediation Analysis of the Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Avian 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":"Moderated mediation; Mediation; Social isolation; Association (psychology); Longitudinal study; Social support; Recall; Path analysis (statistics); Baseline (sea)","score_opus":0.018066046453403626,"score_gpt":0.22987930303037213,"score_spread":0.2118132565769685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026794838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99715436,0.000002878788,0.0000015483669,0.0020574357,0.00017993624,0.00024316438,0.000089860754,0.000009906022,0.00026090423],"genre_scores_gemma":[0.94712996,0.0000015932682,0.000004225737,0.000008104654,0.00003507023,0.0000010062623,0.00039414776,0.0000073793562,0.052418508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887353,0.00014372323,0.00013274727,0.00025037373,0.0004225155,0.00017710614],"domain_scores_gemma":[0.999427,0.000059232894,0.00032723608,0.00008779396,0.000057331294,0.000041411284],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00037838452,0.00012683938,0.00024027222,0.00017405627,0.0015041911,0.000030122497,0.00016677064,0.0002516229,0.00034347462],"category_scores_gemma":[0.000014494894,0.00010696335,0.00013867201,0.00054157013,0.00011536611,0.000112177964,0.00004830918,0.0002712642,0.00001938297],"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":[0.000031808988,0.000032554548,0.9238958,0.0000069032285,0.0006991822,0.0000017751271,0.07352783,0.00007407542,0.000050641534,0.000014242003,0.0012977286,0.00036750973],"study_design_scores_gemma":[0.00018145614,0.00004272061,0.95765257,0.0000033521321,0.002285371,6.7985255e-8,0.039497364,0.00017059593,0.000012935009,0.000039579725,0.000020162466,0.00009384323],"about_ca_topic_score_codex":0.12631147,"about_ca_topic_score_gemma":0.96353996,"teacher_disagreement_score":0.8372285,"about_ca_system_score_codex":0.0005711349,"about_ca_system_score_gemma":0.00010063937,"threshold_uncertainty_score":0.99979573},"labels":[],"label_agreement":null},{"id":"W7026883175","doi":"","title":"Are experiences of food insecurity associated with disordered eating among young adults living in Canadian urban centers?","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Disordered eating; Food insecurity; Binge eating; Food security; Young adult; Logistic regression; Eating disorders; Binge drinking","score_opus":0.030599734645733213,"score_gpt":0.2832856043412852,"score_spread":0.25268586969555196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026883175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726355,0.00020738608,2.6714162e-7,0.00013539329,0.0004673015,0.00079141126,0.00026020585,0.00003650784,0.0008379853],"genre_scores_gemma":[0.98648566,0.00006388026,0.00006195185,0.000022384036,0.000023810811,0.0000083178,0.00096094783,0.000026825373,0.0123462],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99749416,0.0005153737,0.00042686416,0.00044804934,0.00038154362,0.0007340108],"domain_scores_gemma":[0.99727786,0.00021076002,0.0014037229,0.00028789733,0.0004689669,0.000350796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032338206,0.00026885676,0.0007073651,0.0006173114,0.0010528355,0.00000964111,0.00034755876,0.00067171396,0.00042136104],"category_scores_gemma":[0.00044868945,0.0003233176,0.000114602044,0.0006321504,0.00013201378,0.00030928839,0.00007837102,0.0008813433,0.000003562809],"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":[0.00006850931,0.0000633786,0.48886538,0.0007662601,0.00004177452,0.000017570444,0.5099167,0.0000061810047,0.0000014956353,0.000049867387,0.00019245213,0.000010418367],"study_design_scores_gemma":[0.000465539,0.000084945066,0.46163264,0.0065896423,0.000032040465,9.8484215e-8,0.5309219,0.000096827775,0.0000020324403,0.0000105073195,0.000008776254,0.00015505422],"about_ca_topic_score_codex":0.9495941,"about_ca_topic_score_gemma":0.9995921,"teacher_disagreement_score":0.049998067,"about_ca_system_score_codex":0.00060895295,"about_ca_system_score_gemma":0.0010650719,"threshold_uncertainty_score":0.9999219},"labels":[],"label_agreement":null},{"id":"W7026953961","doi":"","title":"Borrowers and Bullies","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Exhibition; Work (physics); Subjectivity; Set (abstract data type); Dirt; Habit; Invisibility","score_opus":0.014098078101068022,"score_gpt":0.2466956751483809,"score_spread":0.23259759704731287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026953961","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":[0.9681965,0.00023359238,3.4124128e-7,0.0022810777,0.00026520298,0.00012333583,0.000030864096,0.00003598018,0.028833069],"genre_scores_gemma":[0.19002669,0.0009600026,0.0001002492,0.000019219453,0.000028259497,2.1228365e-7,0.000120636905,0.000010731799,0.808734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917513,0.000088231085,0.000046019282,0.00019777867,0.00032126176,0.00017158136],"domain_scores_gemma":[0.9995839,0.000047596313,0.00013435635,0.000101476,0.00006484912,0.00006784115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026332118,0.00009666398,0.0001804618,0.00011914238,0.0010367534,0.000029305438,0.0002525985,0.0001704591,0.0015658152],"category_scores_gemma":[0.000014079572,0.0001257053,0.00006998354,0.00009526744,0.0002488919,0.0001333344,0.00005096194,0.00027284463,0.000010016489],"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":[0.000051432093,0.000028879298,0.00013543475,0.00007455713,0.000044504937,0.000023173056,0.9706735,8.154082e-7,0.00031774616,0.023664152,0.0019995708,0.002986229],"study_design_scores_gemma":[0.00013604003,0.000044550827,0.0015383344,0.000030331987,0.000051675543,2.1479329e-7,0.8602825,0.0000020258099,0.000049484355,0.0015858047,0.13611457,0.00016445773],"about_ca_topic_score_codex":0.23724541,"about_ca_topic_score_gemma":0.35447586,"teacher_disagreement_score":0.7799009,"about_ca_system_score_codex":0.000065099164,"about_ca_system_score_gemma":0.00015909344,"threshold_uncertainty_score":0.9993469},"labels":[],"label_agreement":null},{"id":"W7026963880","doi":"","title":"Characterization of Cadmium-Induced BiP Accumulation in Xenopus laevis A6 Kidney Epithelial Cells","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Cadmium; Heat shock protein; Glutathione; Endoplasmic reticulum; Immunocytochemistry; Xenopus; Antibody; Kidney","score_opus":0.015708563449930518,"score_gpt":0.21259787095825602,"score_spread":0.1968893075083255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026963880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961759,0.000015498887,0.000004033104,0.00028295827,0.0008275837,0.00023273134,0.0006225815,0.00003167436,0.0018070405],"genre_scores_gemma":[0.6390171,0.000050090395,0.0000373384,0.000018326935,0.0001882513,4.801584e-7,0.0019975244,0.000026322847,0.35866457],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988117,0.00009527553,0.00027703022,0.00032263398,0.00028445787,0.00020885566],"domain_scores_gemma":[0.9985909,0.00003266712,0.0006550856,0.00032557166,0.00032223764,0.00007355366],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013870449,0.00024848623,0.0005308212,0.000716618,0.00013801632,0.0000412706,0.0003236705,0.00027324638,0.001806393],"category_scores_gemma":[0.000018813336,0.00024573551,0.00021208372,0.00012571218,0.000085395164,0.000528555,0.00003765941,0.0001800183,0.000052532745],"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":[0.00021242767,0.00007451508,0.00012384482,0.00031731467,0.0001326143,0.000007325464,0.30154335,0.0000017258966,0.6938746,0.0025228597,0.00016352789,0.0010258972],"study_design_scores_gemma":[0.0034624503,0.0003822648,0.005629692,0.0027649482,0.0013860136,0.0000010381166,0.1380079,0.00019882938,0.8061344,0.0010738899,0.039247155,0.0017113992],"about_ca_topic_score_codex":0.015212247,"about_ca_topic_score_gemma":0.024299858,"teacher_disagreement_score":0.3571588,"about_ca_system_score_codex":0.000082523875,"about_ca_system_score_gemma":0.000089399626,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W7026966143","doi":"","title":"Beyond an Eyesore: Re-Imagining Scarborough’s Strip Malls as a Network of Public Spaces","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spatial and Cultural 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":"Vitality; Public space; Destinations; Variety (cybernetics); Space (punctuation); Everyday life; Urban design; Psychological intervention","score_opus":0.022462925838015343,"score_gpt":0.252465296961713,"score_spread":0.23000237112369765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026966143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9572015,0.0014187262,0.0000014009994,0.0038161676,0.0006171513,0.00023424494,0.000024969038,0.00006282915,0.03662303],"genre_scores_gemma":[0.6533963,0.0014665381,0.00075797323,0.000030607203,0.0003124602,8.128409e-7,0.00044483008,0.000019872177,0.34357062],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980056,0.0002780384,0.00016876019,0.00042243346,0.00065451715,0.000470642],"domain_scores_gemma":[0.9984226,0.000057827612,0.0004556976,0.00022842686,0.0006634905,0.00017191815],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003939973,0.00024378678,0.0005835863,0.000084130115,0.00082196045,0.00009118051,0.000569754,0.00031787535,0.00082298846],"category_scores_gemma":[0.00008477995,0.0002615108,0.00022275111,0.00060287124,0.00039518817,0.0005762569,0.000105072766,0.00024025666,0.000015634392],"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":[0.00011531823,0.00013368645,0.004309461,0.00016337678,0.00038939255,0.000052624826,0.9664571,0.000027105669,0.00064083666,0.010776314,0.0027387114,0.014196061],"study_design_scores_gemma":[0.00029599504,0.00012932878,0.00646379,0.00020034055,0.00017903924,3.1527634e-7,0.9837378,0.0000107050155,0.00016302474,0.0012076139,0.0072884806,0.000323553],"about_ca_topic_score_codex":0.38312992,"about_ca_topic_score_gemma":0.78617126,"teacher_disagreement_score":0.40304136,"about_ca_system_score_codex":0.000102053804,"about_ca_system_score_gemma":0.0003470939,"threshold_uncertainty_score":0.9999837},"labels":[],"label_agreement":null},{"id":"W7027008916","doi":"","title":"Beyond Ruins: The Role of Cultural Capital in Post-Disaster Tourism Revival in Kathmandu Valley","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Aspects of Tourism Research","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":"Ontario Drive & Gear (Canada)","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Nexus (standard); Tourism; Tourism geography; Cultural tourism; Cultural heritage; Capital (architecture); Heritage tourism; Cultural capital","score_opus":0.009415586847205134,"score_gpt":0.25051120636573543,"score_spread":0.24109561951853029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027008916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629388,0.0009909464,2.4050957e-8,0.0030304329,0.0003075546,0.00048786946,0.000039120532,0.000021070515,0.032184172],"genre_scores_gemma":[0.70974916,0.0006036198,0.000055245066,0.000008440984,0.00009682408,8.833082e-7,0.000102757505,0.00001750532,0.28936556],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99788576,0.0002613119,0.00018636596,0.00036859003,0.0008267618,0.00047122748],"domain_scores_gemma":[0.9991455,0.00008582485,0.00016973763,0.0002575376,0.0002508583,0.00009052456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067833037,0.00020055822,0.00040999215,0.00048639684,0.00020021929,0.0000681566,0.0009522913,0.00033238024,0.00053565437],"category_scores_gemma":[0.0000800553,0.00018098859,0.00022691484,0.00046525738,0.000379916,0.000491914,0.00020275483,0.00059796026,0.00011395603],"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":[0.00018360105,0.000108115244,0.0004979168,0.00016111492,0.00008373363,0.00035817307,0.98914266,0.000018259443,0.0009995895,0.004121385,0.0021961124,0.0021293643],"study_design_scores_gemma":[0.0003783501,0.000070173875,0.004740763,0.00032183077,0.000055498866,4.943011e-7,0.9901669,0.000021280446,0.0001492005,0.0026947188,0.0011990308,0.0002017557],"about_ca_topic_score_codex":0.48439455,"about_ca_topic_score_gemma":0.6767174,"teacher_disagreement_score":0.25718138,"about_ca_system_score_codex":0.0002051852,"about_ca_system_score_gemma":0.0003112158,"threshold_uncertainty_score":0.73805004},"labels":[],"label_agreement":null},{"id":"W7027029673","doi":"","title":"A Class of Augmented Convolutional Networks Architectures for Efficient Visual Anomaly Detection","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Anomaly Detection Techniques and 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":"Blackberry (Canada)","funders":"","keywords":"Anomaly detection; Autoencoder; Task (project management); Focus (optics); Generative grammar; Class (philosophy); Anomaly (physics); Convolutional neural network","score_opus":0.0065492980175727465,"score_gpt":0.21385697216866562,"score_spread":0.20730767415109286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027029673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.608759,0.00007754665,0.39035916,0.00010336268,0.00016000397,0.00036498698,0.000021666337,0.00008813486,0.00006613946],"genre_scores_gemma":[0.96058446,0.000015863192,0.013647502,0.000010573978,0.000040404095,0.000008307678,0.00020391199,0.000015208304,0.025473744],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988988,0.000046601534,0.00018770999,0.0004300583,0.00023152132,0.00020531066],"domain_scores_gemma":[0.9987541,0.000059830745,0.0004111799,0.00030959505,0.00040079176,0.000064511114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118309894,0.00018196492,0.00031870228,0.00028095534,0.00024205617,0.000020933989,0.00045745255,0.00025660676,0.00002243066],"category_scores_gemma":[0.000008364761,0.00021936753,0.00028586393,0.0004055081,0.00007636039,0.00004093695,0.000091727816,0.0001783307,0.000001666659],"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":[0.0030097798,0.0035288434,0.0009203851,0.0035379787,0.0022895471,0.00005785879,0.09219113,0.12799692,0.38158196,0.0411665,0.002816986,0.3409021],"study_design_scores_gemma":[0.0012117389,0.0007397717,0.0112745045,0.0002489428,0.00020932543,0.000014478701,0.014351387,0.8607633,0.109090246,0.0005021149,0.00094902207,0.00064515555],"about_ca_topic_score_codex":0.0028130508,"about_ca_topic_score_gemma":0.0054487633,"teacher_disagreement_score":0.7327664,"about_ca_system_score_codex":0.00007970966,"about_ca_system_score_gemma":0.00009995943,"threshold_uncertainty_score":0.89455485},"labels":[],"label_agreement":null},{"id":"W7027109755","doi":"","title":"Building Local Resilience To Climate Change Vulnerability In Small-Scale Fishery Communities Of Lake Volta, Ghana.","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate change impacts on agriculture","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":"University of Waterloo","keywords":"Vulnerability (computing); Climate change; Livelihood; Resilience (materials science); Fishing; Government (linguistics); Context (archaeology)","score_opus":0.030352462716113134,"score_gpt":0.2283313635855089,"score_spread":0.19797890086939576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027109755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99714345,0.0001357548,6.9257965e-7,0.0012920053,0.00016274043,0.00044303425,0.00059999706,0.000038733448,0.00018357452],"genre_scores_gemma":[0.98716253,0.00043938536,0.00050475163,0.000078101475,0.0000788953,0.0000039405163,0.0018657487,0.0000043768882,0.009862294],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9983915,0.00020694075,0.00024809068,0.00039298402,0.0002858485,0.00047463097],"domain_scores_gemma":[0.99888915,0.00017181382,0.00028667058,0.0001894544,0.00030197314,0.00016093657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034565892,0.00029855518,0.0006625523,0.000089337096,0.0002097,0.00003374855,0.00069085206,0.0004038625,0.00061379396],"category_scores_gemma":[0.000030644238,0.00017142518,0.00019547544,0.0007424891,0.00014057144,0.0002337907,0.00026953235,0.00038337102,0.000008462766],"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":[0.0011257641,0.0011119004,0.0956695,0.002234303,0.00009538538,0.00013614,0.39429662,0.00010974461,0.4010309,0.000106507956,0.0012622138,0.102821015],"study_design_scores_gemma":[0.00019152924,0.0002520919,0.42560536,0.000986453,0.000042657488,0.0000024034814,0.56647754,0.000030286448,0.0056811227,0.000027089747,0.00033931408,0.00036416118],"about_ca_topic_score_codex":0.14181048,"about_ca_topic_score_gemma":0.9807698,"teacher_disagreement_score":0.83895934,"about_ca_system_score_codex":0.00009910878,"about_ca_system_score_gemma":0.0000157467,"threshold_uncertainty_score":0.8639043},"labels":[],"label_agreement":null},{"id":"W7027136887","doi":"","title":"Careful capitalism: Children, residential kinship, and live-in domestic work in Costa Rica","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Kinship; Embeddedness; Ideology; Citizenship; Poverty; Work (physics); Participant observation; Family life","score_opus":0.006786610197868392,"score_gpt":0.23387230485854504,"score_spread":0.22708569466067666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027136887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971173,0.0005863369,6.340471e-7,0.00097103143,0.0003023226,0.0002995402,0.000036244222,0.00003557081,0.0006510426],"genre_scores_gemma":[0.81903756,0.0012288959,0.000078185985,0.000009704443,0.00003812799,4.8268305e-7,0.000292717,0.000014025275,0.17930031],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988289,0.00015863044,0.00012494095,0.00033632733,0.00030545413,0.0002457479],"domain_scores_gemma":[0.9995474,0.000044686712,0.000105681494,0.00013118007,0.00007631585,0.00009468863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024251378,0.00015399736,0.00027732455,0.00046847176,0.00016201958,0.00006915168,0.00024978397,0.00032843262,0.00022260066],"category_scores_gemma":[0.000040757455,0.00018995149,0.000066852605,0.0005888114,0.00015085435,0.0001704127,0.000040710864,0.00032910434,0.000041528012],"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":[0.00010563393,0.00003716588,0.018333223,0.00009141768,0.000025572968,0.00013682901,0.9771647,0.0000269513,0.000020364254,0.0021372815,0.0013269181,0.00059394905],"study_design_scores_gemma":[0.00051074446,0.0000364803,0.30038765,0.00049568666,0.000094695155,0.0000010242062,0.6966309,0.000054666172,0.0000036733602,0.00062454806,0.0008255775,0.00033432824],"about_ca_topic_score_codex":0.3705823,"about_ca_topic_score_gemma":0.9589734,"teacher_disagreement_score":0.58839107,"about_ca_system_score_codex":0.00017123914,"about_ca_system_score_gemma":0.00019548253,"threshold_uncertainty_score":0.7745997},"labels":[],"label_agreement":null},{"id":"W7027404113","doi":"","title":"Comparative Clinical and Cost-Effectiveness Analysis of First- and Second-Line Therapies for the Treatment of Advanced or Metastatic Non-Small-Cell Lung Cancer in Ontario, Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Lung Cancer Treatments and Mutations","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; Clinical trial; Disease; Nivolumab; Population","score_opus":0.03127938020887663,"score_gpt":0.33007073244156315,"score_spread":0.29879135223268655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027404113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944784,0.0030951146,0.000014727852,0.00013553715,0.0000806987,0.0016911752,0.00048116807,0.0000017037152,0.00002149642],"genre_scores_gemma":[0.94589907,0.0024917899,0.0005775076,0.0000069088996,0.0000048965067,0.000035073797,0.00073346344,0.0000100964335,0.050241183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993051,0.000052417246,0.00019114719,0.00024502617,0.00010127392,0.0001049902],"domain_scores_gemma":[0.9987684,0.00052357954,0.00027456263,0.00015060735,0.00023226542,0.000050573322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000707884,0.00016614291,0.0010467772,0.00014413308,0.00007208037,0.0000035160904,0.00004631452,0.000060807088,0.0001725939],"category_scores_gemma":[0.000004104511,0.000116737596,0.00014833311,0.00020909098,0.000081991166,0.000036967554,0.00000883871,0.00006994951,1.3657368e-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":[0.008515677,0.0014196713,0.4840402,0.0029742606,0.035630967,0.00007144746,0.45655024,0.0029106578,0.0006196095,0.000009921478,0.00008375035,0.007173592],"study_design_scores_gemma":[0.008235927,0.0010682506,0.7673064,0.00039880918,0.019250376,5.5428984e-7,0.19984156,0.0018552,0.0015565343,0.000002029807,0.0003530843,0.0001312999],"about_ca_topic_score_codex":0.9727784,"about_ca_topic_score_gemma":0.9998741,"teacher_disagreement_score":0.2832662,"about_ca_system_score_codex":0.000321583,"about_ca_system_score_gemma":0.0010190991,"threshold_uncertainty_score":0.4760421},"labels":[],"label_agreement":null},{"id":"W7027598455","doi":"","title":"A Convergent Hierarchy of Certificates for Constrained Signomial Positivity","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Optimization Algorithms 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":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Set (abstract data type); Point (geometry); Interchangeability; Term (time); Function (biology); Representation (politics)","score_opus":0.04059218090551665,"score_gpt":0.2859568264352635,"score_spread":0.24536464552974685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027598455","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":[0.9235846,0.00013870501,0.060388353,0.0055000917,0.0007025819,0.0054018702,0.0022748911,0.00029929384,0.0017096573],"genre_scores_gemma":[0.1493902,0.00023395737,0.43542778,0.000021846165,0.000119086566,0.000011368481,0.0036225244,0.00018647092,0.41098675],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986691,0.00008572548,0.00024722083,0.0003762452,0.0003590792,0.0002626406],"domain_scores_gemma":[0.9981142,0.0003921126,0.00048070078,0.00026189798,0.0006110837,0.00013999078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001632009,0.00023366246,0.0006579379,0.0002384716,0.00012771918,0.0000102127315,0.00036942196,0.00026063394,0.0003659323],"category_scores_gemma":[0.0002463158,0.00028124257,0.0002759418,0.00021792286,0.00021412341,0.00013165137,0.00006315695,0.00022076482,0.000009851602],"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":[0.015201152,0.00237525,0.00025869985,0.022638684,0.0036535554,0.00017736426,0.5643625,0.0013774303,0.29166597,0.05075864,0.02506515,0.022465553],"study_design_scores_gemma":[0.013269234,0.002508785,0.0005123529,0.0013140287,0.0017129174,0.0000088453835,0.44659454,0.07730366,0.41141212,0.039432302,0.0033463961,0.0025848073],"about_ca_topic_score_codex":0.0008620283,"about_ca_topic_score_gemma":0.0015509637,"teacher_disagreement_score":0.77419436,"about_ca_system_score_codex":0.000083269086,"about_ca_system_score_gemma":0.00022443329,"threshold_uncertainty_score":0.999964},"labels":[],"label_agreement":null},{"id":"W7027702072","doi":"","title":"A Critical Review of Measures of Mentalization from Peter Fonagy’s Conceptual Framework","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Medieval European History and Architecture","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":"Mentalization; Construct (python library); Operationalization; Construct validity; Conceptualization; Psychometrics; Moderation; Empirical research","score_opus":0.030944516753801804,"score_gpt":0.226462410934974,"score_spread":0.19551789418117219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027702072","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":[0.907463,0.038498472,0.00005954584,0.00070297497,0.003074047,0.00089223316,0.0026833317,0.00008170471,0.046544682],"genre_scores_gemma":[0.35430467,0.009871729,0.0014790511,0.0006058409,0.0005430555,0.0000027140334,0.00735173,0.00012362335,0.6257176],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99883264,0.00020736165,0.00020375286,0.00021533927,0.00043169947,0.00010920038],"domain_scores_gemma":[0.9990918,0.00011244106,0.0003183291,0.0002158103,0.00021446902,0.00004715728],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012544931,0.00015756939,0.00047851558,0.00010900191,0.00017394693,0.0000053766917,0.0002875924,0.00007301521,0.025339251],"category_scores_gemma":[0.0000996556,0.00016743384,0.00022346068,0.000038186838,0.0004631053,0.00009497454,0.0000525565,0.00025283065,0.000011065765],"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":[0.00030191222,0.00013143336,0.00001736665,0.007064528,0.00018467277,0.000019620236,0.9047265,0.000003815864,0.0006018065,0.07580258,0.010177647,0.0009681232],"study_design_scores_gemma":[0.00060056994,0.00057649845,0.00025846998,0.017220482,0.0012220396,0.0000010120259,0.5846561,0.0000070977203,0.00073931937,0.0021054696,0.3920476,0.00056528795],"about_ca_topic_score_codex":0.0035367042,"about_ca_topic_score_gemma":0.004755708,"teacher_disagreement_score":0.5791729,"about_ca_system_score_codex":0.00003206777,"about_ca_system_score_gemma":0.00005304859,"threshold_uncertainty_score":0.9755517},"labels":[],"label_agreement":null},{"id":"W7027714465","doi":"","title":"A data-driven optimization approach for mixed-case palletization and three-dimensional bin packing","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Optimization and Packing Problems","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":"Blackberry (Canada)","funders":"","keywords":"Pallet; Bin packing problem; Integer (computer science); Integer programming; Bin; Packing problems; Optimization problem","score_opus":0.02116642861147946,"score_gpt":0.2093755618746573,"score_spread":0.18820913326317784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027714465","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":[0.35815105,0.00045553746,0.6353584,0.00015175912,0.0011420838,0.0019611132,0.0013242142,0.00060649024,0.0008493726],"genre_scores_gemma":[0.02811584,0.00032463428,0.9044409,0.000016700378,0.00016677637,0.0000048496413,0.045645762,0.00017629836,0.021108272],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904835,0.000025415593,0.00015956472,0.0004004487,0.0001664834,0.00019971379],"domain_scores_gemma":[0.99915177,0.000033718035,0.00016137816,0.00035105148,0.00022427212,0.00007781251],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014971964,0.00024351833,0.0003046466,0.00025641161,0.00023340476,0.000045829747,0.00022925742,0.00032328744,0.000090440946],"category_scores_gemma":[0.000015955546,0.00029797398,0.000057115707,0.00017772673,0.000057023004,0.00031657447,0.000066543034,0.00013027436,0.0000034875645],"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":[0.00008590688,0.00003987266,0.000067511035,0.0009955115,0.00017648702,0.000015400037,0.0091662295,0.98357266,0.000152511,0.00006399652,0.003726925,0.0019369931],"study_design_scores_gemma":[0.0006695687,0.00004950601,0.000032230426,0.00014010796,0.0001795302,0.000019683359,0.005331921,0.9928277,0.00007751121,0.000016098798,0.0003394596,0.00031668873],"about_ca_topic_score_codex":0.00070574455,"about_ca_topic_score_gemma":0.010078318,"teacher_disagreement_score":0.3300352,"about_ca_system_score_codex":0.00003700683,"about_ca_system_score_gemma":0.00003258513,"threshold_uncertainty_score":0.99994725},"labels":[],"label_agreement":null},{"id":"W7027783188","doi":"","title":"Digital Dialogism: Space, Time, and Queerness in Video Games","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Digital Games and Media","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":"University of Waterloo","funders":"","keywords":"Dialogic; Narrative; Meaning (existential); Representation (politics); Game studies; White (mutation); Video game; Game design","score_opus":0.00949723754979784,"score_gpt":0.21958309795396871,"score_spread":0.21008586040417088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027783188","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":[0.9115897,0.0001066024,2.7345504e-7,0.0008461625,0.00034082407,0.0002252561,0.00006147721,0.00008293757,0.0867468],"genre_scores_gemma":[0.052415486,0.0005456343,0.000030440944,0.0000063235157,0.000050639705,4.020526e-7,0.00028421747,0.000019174133,0.9466477],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989174,0.000039588438,0.000095217554,0.00030775377,0.00032914575,0.00031091215],"domain_scores_gemma":[0.99941117,0.00010187685,0.00013222141,0.0001300029,0.00007998633,0.00014472108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017935691,0.0001614956,0.0003530357,0.00028134606,0.00007989519,0.000101428166,0.00026955258,0.00028225395,0.00008630272],"category_scores_gemma":[0.00011183177,0.00019119348,0.00009463329,0.00032886397,0.00028004003,0.00053662405,0.00006713647,0.00015514746,0.00016761274],"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":[0.0001756949,0.000114048016,0.0043835016,0.00024696137,0.000084752945,0.00021628183,0.8005378,0.000011117516,0.00014461076,0.0023675135,0.0069396542,0.18477805],"study_design_scores_gemma":[0.00075222127,0.0001017363,0.041603316,0.00053048215,0.0000718127,6.168221e-7,0.8357209,0.000022926404,0.000045206794,0.0008116913,0.11975178,0.0005872978],"about_ca_topic_score_codex":0.052236475,"about_ca_topic_score_gemma":0.3946863,"teacher_disagreement_score":0.8599009,"about_ca_system_score_codex":0.00007160189,"about_ca_system_score_gemma":0.00016137057,"threshold_uncertainty_score":0.95407474},"labels":[],"label_agreement":null},{"id":"W7027916634","doi":"","title":"Dynamic Robust Multi-Class Advance Patient Scheduling","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Robust optimization; Scheduling (production processes); Curse of dimensionality; Dynamic priority scheduling; Job shop scheduling; Optimization problem; Process (computing); Stochastic optimization","score_opus":0.02832501043127881,"score_gpt":0.3143544386237753,"score_spread":0.2860294281924965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027916634","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":[0.99319226,0.00039246902,0.0009960863,0.0014070787,0.0017648869,0.0012141725,0.00018544318,0.00013818358,0.00070944853],"genre_scores_gemma":[0.072005875,0.0011790404,0.1285863,0.00019146876,0.000054305383,0.000021533664,0.00715247,0.0001296557,0.79067934],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977127,0.0004772073,0.00040128955,0.0005273388,0.00039493266,0.00048655283],"domain_scores_gemma":[0.99806654,0.00010596229,0.00065326405,0.00045401062,0.00055593665,0.00016427547],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032921415,0.00027917977,0.00050250825,0.00035287865,0.0022444723,0.000009946022,0.00033221886,0.00049315306,0.002541679],"category_scores_gemma":[0.00008417288,0.00034220397,0.0001493955,0.00037432768,0.000042836644,0.00024671594,0.00012114278,0.0012495718,0.00012444092],"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":[0.0006123005,0.00045675898,0.0017278203,0.0028106226,0.00019671577,0.000074737036,0.68193305,0.29836383,0.0013287507,0.0007451433,0.0013050282,0.010445205],"study_design_scores_gemma":[0.0012895099,0.00020525302,0.001757406,0.0007083866,0.00011027681,9.221496e-7,0.8234943,0.16579182,0.00002092288,0.000017695762,0.0060812337,0.0005222563],"about_ca_topic_score_codex":0.023910942,"about_ca_topic_score_gemma":0.13532999,"teacher_disagreement_score":0.9211863,"about_ca_system_score_codex":0.00058887555,"about_ca_system_score_gemma":0.00077645585,"threshold_uncertainty_score":0.999903},"labels":[],"label_agreement":null},{"id":"W7027961893","doi":"","title":"Dynamics of spatial attention during motion tracking: Characterization and modeling as a function of motion predictability","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Survey Methodology and Nonresponse","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":"Blackberry (Canada)","funders":"","keywords":"Predictability; Motion (physics); Dynamics (music); Tracking (education); Task (project management); Motion perception; Eye movement; Process (computing); Eye tracking","score_opus":0.059313252055123306,"score_gpt":0.2985719001107125,"score_spread":0.2392586480555892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027961893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99143815,0.000008990244,0.007354311,0.00023432176,0.0005076038,0.00030885354,0.00006354282,0.00005182735,0.000032378706],"genre_scores_gemma":[0.98294604,0.00017258855,0.0001248625,5.510571e-7,0.00003648002,5.5612185e-7,0.0013926825,0.00001367299,0.015312548],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99721104,0.0017847095,0.00023152828,0.00029728035,0.00032268846,0.00015273094],"domain_scores_gemma":[0.99862474,0.00024641183,0.0005159205,0.0001424602,0.00042193627,0.00004852378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003407944,0.00012790698,0.00033160593,0.00035146018,0.00029100094,0.0000081187045,0.00011700034,0.00046714925,0.000055444492],"category_scores_gemma":[0.0006799514,0.00016988206,0.00011631186,0.00026488138,0.00016434859,0.00035486484,0.000027098908,0.0001605981,0.0000022278834],"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":[0.024226232,0.00042504826,0.07013671,0.0026656056,0.0003749327,0.000008487683,0.553548,0.0012324516,0.26378644,0.0011059494,0.0000016225628,0.082488574],"study_design_scores_gemma":[0.00041513564,0.00010075192,0.8597959,0.00017766446,0.0001811827,3.0194178e-7,0.12971868,0.0080107115,0.0010974361,0.0003764479,5.516922e-7,0.000125212],"about_ca_topic_score_codex":0.08061874,"about_ca_topic_score_gemma":0.15210833,"teacher_disagreement_score":0.7896592,"about_ca_system_score_codex":0.0001090182,"about_ca_system_score_gemma":0.00008804706,"threshold_uncertainty_score":0.9255035},"labels":[],"label_agreement":null},{"id":"W7028017585","doi":"","title":"Efficient Geo-Distributed Transaction Processing","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Distributed systems and fault tolerance","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":"Blackberry (Canada)","funders":"","keywords":"Online transaction processing; Transaction processing; Commit; Compensating transaction; Distributed transaction; Database transaction; Transaction processing system; Serializability","score_opus":0.010457934834238576,"score_gpt":0.2074289269569261,"score_spread":0.19697099212268754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028017585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93246645,0.00024083839,0.06342168,0.0006258922,0.001454425,0.00047375797,0.00023970484,0.0006754497,0.00040182346],"genre_scores_gemma":[0.6550668,0.00005614094,0.0030724064,0.000011215318,0.00007644968,0.000002397157,0.001965411,0.000052832544,0.33969635],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983339,0.000051681283,0.00019945137,0.00057177903,0.00048292876,0.00036028607],"domain_scores_gemma":[0.99876255,0.000020506148,0.00036254642,0.00043584374,0.0003066751,0.00011185274],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019473855,0.00026067125,0.00043007004,0.00025525308,0.00031253722,0.000087570086,0.0009035442,0.0003184014,0.000021280126],"category_scores_gemma":[0.0000069299613,0.00030533154,0.00020102737,0.00078562147,0.000042377298,0.00020402852,0.0000454628,0.00026780542,0.00013251996],"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":[0.0006288011,0.0010725085,0.00020754339,0.0075767683,0.0006862263,0.00089276716,0.645304,0.047423605,0.016602434,0.0033419568,0.020394515,0.25586882],"study_design_scores_gemma":[0.0037601287,0.00042150848,0.03054574,0.0038149646,0.0004254896,0.00003170309,0.28156742,0.663278,0.0038612948,0.00041654796,0.009045475,0.0028317666],"about_ca_topic_score_codex":0.009384923,"about_ca_topic_score_gemma":0.0070809564,"teacher_disagreement_score":0.6158544,"about_ca_system_score_codex":0.0001114111,"about_ca_system_score_gemma":0.00015895326,"threshold_uncertainty_score":0.99993986},"labels":[],"label_agreement":null},{"id":"W7028039233","doi":"","title":"Effects of Prolonged Shutdown on the Performance and Microbial Activity of Intermittently Operated Biofilters for Manganese Removal from Groundwater: Pilot Scale Study","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Biofilter; Shutdown; Water treatment; Filtration (mathematics); Groundwater; Biomass (ecology); Manganese","score_opus":0.009583246348000804,"score_gpt":0.21886036923348262,"score_spread":0.2092771228854818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028039233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973494,0.00003187057,0.0000012058722,0.00021982456,0.00021841396,0.0020120211,0.000066306755,0.000015825784,0.00008512539],"genre_scores_gemma":[0.97381556,0.00008548047,0.00016280619,0.0000050002404,0.000013831181,0.000007394603,0.00005036204,0.00002166639,0.025837883],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985936,0.00016090505,0.00014303176,0.00047856476,0.00037765186,0.00024619128],"domain_scores_gemma":[0.99923116,0.0001651112,0.0001902934,0.00031692447,0.000045917008,0.000050621657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031331537,0.0002493346,0.00046047347,0.000110912304,0.00021481399,0.000019814423,0.0005334322,0.000104891296,0.000067011686],"category_scores_gemma":[0.00002703935,0.00019305591,0.000110943816,0.00019318012,0.00048591214,0.00017892482,0.0003887781,0.00026645747,0.000015589036],"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":[0.004631152,0.0011153277,0.0075317468,0.0016434288,0.0005580727,0.000040700135,0.15933098,0.000028437773,0.81879723,0.0000017128809,0.0012743751,0.0050468235],"study_design_scores_gemma":[0.0037919604,0.009184273,0.46750042,0.001264927,0.0007534989,0.0000033980011,0.107282236,0.0013908141,0.40804985,0.000027285207,0.00011073563,0.00064058596],"about_ca_topic_score_codex":0.024798727,"about_ca_topic_score_gemma":0.019994508,"teacher_disagreement_score":0.4599687,"about_ca_system_score_codex":0.00012090318,"about_ca_system_score_gemma":0.000016555501,"threshold_uncertainty_score":0.997888},"labels":[],"label_agreement":null},{"id":"W7028059774","doi":"","title":"The Effect of Strategic Language on Perceptions of Actions and Speakers","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Swearing, Euphemism, Multilingualism","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":"University of Waterloo","funders":"","keywords":"Action (physics); Perception; Context (archaeology); Trustworthiness; Term (time); Work (physics); Politics; Event (particle physics)","score_opus":0.02318574107126305,"score_gpt":0.2967042792872069,"score_spread":0.27351853821594385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028059774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99481744,0.00003987181,1.3225267e-7,0.0002022354,0.00022933264,0.0002390817,0.00002900965,0.000039543527,0.0044033662],"genre_scores_gemma":[0.78200483,0.00025284395,0.000027296906,9.898276e-7,0.000029498979,3.5512653e-7,0.000052639418,0.000012320587,0.21761924],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99908,0.00016142735,0.00009637104,0.00018352234,0.0003088699,0.00016978319],"domain_scores_gemma":[0.99906003,0.00033902802,0.0002558801,0.00019809841,0.000089406116,0.000057524772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038105238,0.000118156415,0.0002525756,0.0001487391,0.00046300018,0.000015134578,0.0002649188,0.00019587968,0.00007969283],"category_scores_gemma":[0.00008342208,0.000110067514,0.0001348743,0.00022396943,0.00037387726,0.00006432523,0.000027081192,0.00018833253,0.000015739719],"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":[0.00018078058,0.000025625144,0.0011412144,0.00023621618,0.00013326993,0.000008417466,0.982132,0.000025542062,0.012620879,0.0006291945,0.00033532587,0.0025315394],"study_design_scores_gemma":[0.00028328132,0.00013764993,0.013506339,0.00014847795,0.00013049497,1.7074586e-7,0.983473,0.0000172812,0.0020678167,0.00005110867,0.00008511611,0.00009926356],"about_ca_topic_score_codex":0.17276388,"about_ca_topic_score_gemma":0.27198994,"teacher_disagreement_score":0.21321587,"about_ca_system_score_codex":0.000055378718,"about_ca_system_score_gemma":0.00010162899,"threshold_uncertainty_score":0.8327448},"labels":[],"label_agreement":null},{"id":"W7028135012","doi":"","title":"Effect of Cu and die geometry on the extrudability of AA6xxx Alloys","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aluminum Alloy Microstructure Properties","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; Australian Research Data Commons; University of Waterloo","keywords":"Extrusion; Die (integrated circuit); Cracking; Microstructure; Aluminium; Alloy","score_opus":0.006038621106920769,"score_gpt":0.18157120265875265,"score_spread":0.17553258155183188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028135012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998721,0.00035392345,0.0000012183955,0.000047013353,0.00025933067,0.00031441363,0.000059420603,0.00007220392,0.00017144487],"genre_scores_gemma":[0.97481203,0.00024561866,0.00006649574,0.0000012046753,0.000013411077,5.7615375e-7,0.00007392661,0.000042087497,0.024744628],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991656,0.00007872347,0.00014386141,0.00021483286,0.00022344578,0.00017352636],"domain_scores_gemma":[0.99914885,0.00024509223,0.00013604936,0.0003617641,0.00007096296,0.000037302612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002771806,0.00024220918,0.0005079607,0.00020830038,0.00006191347,0.0000061512033,0.00031549056,0.00024040743,0.00006486654],"category_scores_gemma":[0.00005576838,0.00019452821,0.0001448356,0.00016608219,0.00019422863,0.0000702424,0.00006703727,0.00025515168,0.000010265159],"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":[0.0022734655,0.00008222379,0.0098458305,0.023901217,0.0019101652,0.000051434774,0.2581599,0.0019382869,0.6699405,0.00015592488,0.0020017049,0.029739343],"study_design_scores_gemma":[0.0015508877,0.0015052358,0.119446985,0.001575067,0.00086016377,0.000003895375,0.0972006,0.0011978537,0.77523804,0.00022972583,0.0002508514,0.00094069587],"about_ca_topic_score_codex":0.0062062982,"about_ca_topic_score_gemma":0.0077829147,"teacher_disagreement_score":0.16095932,"about_ca_system_score_codex":0.00004634172,"about_ca_system_score_gemma":0.0000141279,"threshold_uncertainty_score":0.9382108},"labels":[],"label_agreement":null},{"id":"W7028180361","doi":"","title":"Exploring Cornstalk and Corn Biomass Silage Retting as a New Biological Fibre Extraction Technique","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Biomedical and Chemical 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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Retting; Silage; Hemicellulose; Dew; Effluent; Fermentation; Biomass (ecology); Cellulose","score_opus":0.059623937088064655,"score_gpt":0.27235915867194516,"score_spread":0.2127352215838805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028180361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99656343,0.00013361809,0.000024605724,0.001768606,0.00008048591,0.0004883774,0.000009136175,0.000087255314,0.00084446184],"genre_scores_gemma":[0.5053323,0.0013490032,0.0031963813,0.000046402776,0.00018618153,0.0000062250147,0.0009317232,0.000041680672,0.4889101],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987736,0.000034857138,0.0001417134,0.00041713993,0.00032238354,0.0003103584],"domain_scores_gemma":[0.99893683,0.00008431388,0.00014588638,0.00019523571,0.0001392579,0.00049845653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013311436,0.00021259492,0.00043486131,0.00022761803,0.00011752389,0.000016589345,0.00014846367,0.0005789483,0.000756491],"category_scores_gemma":[0.00016772421,0.00019063546,0.0001290465,0.0002340341,0.00018501369,0.00018995035,0.00009146356,0.0005769614,0.000065654196],"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":[0.0005145039,0.000079833015,0.00042266876,0.0007889325,0.00007394121,0.00014534738,0.0056975833,7.2984765e-9,0.9673932,0.000037889215,0.0023918252,0.022454254],"study_design_scores_gemma":[0.0027693321,0.0020419639,0.021089163,0.003591894,0.0003572371,0.0001904713,0.15232772,0.00007014868,0.8084254,0.00084632763,0.00741823,0.00087206584],"about_ca_topic_score_codex":0.018654807,"about_ca_topic_score_gemma":0.0003685482,"teacher_disagreement_score":0.49123117,"about_ca_system_score_codex":0.000079371675,"about_ca_system_score_gemma":0.00015972814,"threshold_uncertainty_score":0.98788005},"labels":[],"label_agreement":null},{"id":"W7028231415","doi":"","title":"Exploring Older Adult Mental Health Considerations in the Context of the COVID-19 Pandemic: A Framework Approach","year":2024,"lang":"en","type":"preprint","venue":"UWSpace (University of Waterloo)","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; Context (archaeology); Key (lock); Mental health law; Older people; Mental health care; Mental illness","score_opus":0.17291953427848109,"score_gpt":0.35489605469770874,"score_spread":0.18197652041922766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028231415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9212052,0.0008048082,0.00014288578,0.07401038,0.0011985211,0.0017820684,0.000435213,0.00006117554,0.0003597125],"genre_scores_gemma":[0.98681754,0.00041520578,0.0006568593,0.0055358326,0.00005866977,0.000017601942,0.000061593586,0.00002260513,0.006414075],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977288,0.00068559777,0.00030550282,0.0005648644,0.000337931,0.00037727185],"domain_scores_gemma":[0.9982628,0.0003805583,0.00033180835,0.0008160801,0.000053089712,0.0001556195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076724973,0.00025014684,0.0005000976,0.00023117107,0.00034314548,0.000021368547,0.00059088366,0.00026931026,0.00021335618],"category_scores_gemma":[0.000054459044,0.00019567175,0.00026287485,0.0002713745,0.00037058446,0.00006189187,0.00079291424,0.0012979269,0.000023905835],"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":[0.00009680674,0.0003167174,0.0112826815,0.0014499157,0.00012670778,0.000016682608,0.9510625,0.0000868424,0.000013946487,0.025378529,0.009129989,0.0010387085],"study_design_scores_gemma":[0.0013346934,0.00012686854,0.0086914385,0.0006894517,0.00008617706,0.000039128037,0.980146,0.0001286784,0.0000102068625,0.0053978367,0.003074585,0.00027496988],"about_ca_topic_score_codex":0.30249125,"about_ca_topic_score_gemma":0.09397735,"teacher_disagreement_score":0.20851392,"about_ca_system_score_codex":0.000792567,"about_ca_system_score_gemma":0.0010893919,"threshold_uncertainty_score":0.9225552},"labels":[],"label_agreement":null},{"id":"W7028264940","doi":"","title":"An Examination of Smoking-Related Behaviours and Self-Perceptions, and the Role of School Connectedness in Predicting Cigarette Use \\nAmong Students at an Ontario University","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Insights and Digital Impacts","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":"Population; Cigarette smoking; Logistic regression; Context (archaeology); Descriptive statistics; Data collection","score_opus":0.019339167417896846,"score_gpt":0.2165532446479596,"score_spread":0.19721407723006276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028264940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993591,0.00003172088,0.0000045865113,0.000018544355,0.000047566387,0.00029310814,0.000024170025,0.000034558157,0.00018668473],"genre_scores_gemma":[0.9865803,0.000023207122,0.00014959103,0.0000018627273,0.0000027135939,8.666514e-8,0.00024623363,0.0000063076855,0.012989683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998897,0.00015835305,0.00015804844,0.00032924858,0.00031160223,0.00014571073],"domain_scores_gemma":[0.99899924,0.000045462515,0.00036449445,0.0002651813,0.00022490892,0.00010074323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020684996,0.0001686216,0.00031214237,0.00025634086,0.00019417492,0.00010524696,0.0004389953,0.00020632544,0.000008677264],"category_scores_gemma":[0.000009368447,0.00015390365,0.000050395225,0.00023109202,0.00014971902,0.002572236,0.0001640435,0.00018949958,1.4165963e-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":[0.00015970199,0.0003440833,0.60425514,0.000048063142,0.00008880063,0.000028264876,0.39173502,0.000110526795,0.0012907595,0.0008444013,0.000008696738,0.0010865702],"study_design_scores_gemma":[0.001351611,0.00015965512,0.93625265,0.00014359616,0.00013078187,0.0000040987475,0.05961206,0.001842286,0.00028782676,0.00005725061,0.0000032891119,0.00015490515],"about_ca_topic_score_codex":0.47562638,"about_ca_topic_score_gemma":0.7311417,"teacher_disagreement_score":0.33212295,"about_ca_system_score_codex":0.00019830898,"about_ca_system_score_gemma":0.000059441354,"threshold_uncertainty_score":0.62760085},"labels":[],"label_agreement":null},{"id":"W7028279626","doi":"","title":"The effect of glyphosate on bacteria and archaea community composition in freshwater biofilms","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Physics and Engineering Research Articles","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":"Glyphosate; Microcosm; Biofilm; Archaea; Bacteria; Microbial ecology; Wetland","score_opus":0.005106495413905804,"score_gpt":0.1899659325677918,"score_spread":0.18485943715388597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028279626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99951786,0.00007039346,5.8978566e-7,0.00003806409,0.00008609368,0.00014221855,0.00006210672,0.000027187803,0.00005546415],"genre_scores_gemma":[0.99886787,0.00012454647,0.000032556825,4.9848694e-7,0.000004356162,0.0000011261515,0.00023955092,0.000016042435,0.00071346114],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944055,0.00011492577,0.00007027581,0.00007553955,0.00013639183,0.00016230647],"domain_scores_gemma":[0.9995936,0.00013625779,0.000030851632,0.0001881,0.000014528165,0.000036644065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022194796,0.0001180516,0.00020066083,0.00012866508,0.00014867312,0.000010814577,0.00020129819,0.000052602005,0.000027129909],"category_scores_gemma":[0.0000038835324,0.000107544336,0.00004851012,0.000096792704,0.00005927782,0.0000594241,0.000057590776,0.0003804432,0.0000023905613],"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":[0.00075641007,0.00004792778,0.0007548066,0.0012954364,0.00015886409,0.00001673188,0.064659186,0.0051305727,0.9180214,0.00009313271,0.00020284703,0.008862699],"study_design_scores_gemma":[0.0047006663,0.0036158198,0.22666076,0.001393183,0.0001775939,0.00000412449,0.07209851,0.07004019,0.6177238,0.0015884357,0.00079583493,0.0012010912],"about_ca_topic_score_codex":0.011569525,"about_ca_topic_score_gemma":0.01846144,"teacher_disagreement_score":0.3002976,"about_ca_system_score_codex":0.000049149246,"about_ca_system_score_gemma":0.000005037007,"threshold_uncertainty_score":0.9994491},"labels":[],"label_agreement":null},{"id":"W7028293166","doi":"","title":"Evaluation of Passive Microwave-Based Sea Ice Edge and Marginal Ice Zone","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Data Visualization and Analytics","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":"Sea ice; Sea ice concentration; Sea ice thickness; Drift ice; Antarctic sea ice; Arctic ice pack; Cryosphere; Polar","score_opus":0.019368576677802566,"score_gpt":0.25477288528984665,"score_spread":0.2354043086120441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028293166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663694,0.0007414717,0.028255215,0.0017216703,0.00068845635,0.00050971843,0.00021443075,0.00011098958,0.0013886683],"genre_scores_gemma":[0.6315827,0.0003663817,0.026560292,0.00014291039,0.0001105156,0.0000018553468,0.0047230707,0.000070923925,0.3364414],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984388,0.00013846256,0.00014129617,0.00041187616,0.00071702217,0.00015258588],"domain_scores_gemma":[0.9984069,0.000038512022,0.00028808677,0.00035452383,0.00083369145,0.00007830808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000470507,0.00017937984,0.00028529135,0.0003967961,0.000099122146,0.00006324371,0.0005171444,0.0001636523,0.00006331456],"category_scores_gemma":[0.000025920406,0.00020818271,0.00009461425,0.00044021467,0.00007911553,0.00034155423,0.00011333873,0.00014292834,0.000032620064],"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":[0.0005486686,0.0013466306,0.0010592274,0.011243686,0.0021954055,0.00028470164,0.49735776,0.0019878095,0.06672199,0.053530518,0.06027573,0.30344787],"study_design_scores_gemma":[0.0032367727,0.00041775522,0.0058993716,0.0018946293,0.0027493422,0.000008326814,0.08391009,0.87079704,0.024187652,0.0015638865,0.004211928,0.0011231996],"about_ca_topic_score_codex":0.003248376,"about_ca_topic_score_gemma":0.010119543,"teacher_disagreement_score":0.8688092,"about_ca_system_score_codex":0.00007911793,"about_ca_system_score_gemma":0.00038801713,"threshold_uncertainty_score":0.8489445},"labels":[],"label_agreement":null},{"id":"W7028378479","doi":"","title":"Estimating Average Annual Daily Pedestrian Volumes at Intersections based on Turning Movement Counts","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Pedestrian; Count data; Traffic count; Estimation; Focus (optics); Movement (music); Median","score_opus":0.005332183190216777,"score_gpt":0.18521900953369141,"score_spread":0.17988682634347464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028378479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95459336,0.00007434684,0.011407267,0.00012736607,0.0026032256,0.00039194166,0.00018921934,0.0028551363,0.027758125],"genre_scores_gemma":[0.7178755,0.000053007985,0.004023457,0.000031945285,0.00005985947,0.000001636119,0.0011522917,0.000042392865,0.27675992],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943936,0.000015661808,0.00008193484,0.00017037916,0.00016575832,0.00012690268],"domain_scores_gemma":[0.9996812,0.000011912438,0.00006041932,0.00015761942,0.000046841364,0.000042049636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049886614,0.0001450806,0.00016253591,0.00022121822,0.00011487652,0.000016795122,0.00012172373,0.00012051869,0.00036031072],"category_scores_gemma":[0.0000056670006,0.00019281243,0.00008999439,0.00009676249,0.000015135609,0.00008537475,0.000025938707,0.00017598811,0.000040466075],"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":[0.00024356623,0.00024840448,0.000569993,0.0027944618,0.0007584976,0.00025758316,0.11117798,0.25062227,0.0039138496,0.00020765261,0.5794729,0.04973281],"study_design_scores_gemma":[0.0008588038,0.00015282743,0.0029686906,0.0010406061,0.00019884334,0.0000012832437,0.06848902,0.9104657,0.0015065251,0.00001121399,0.013700308,0.00060618157],"about_ca_topic_score_codex":0.0011899445,"about_ca_topic_score_gemma":0.0070027416,"teacher_disagreement_score":0.6598434,"about_ca_system_score_codex":0.00016984183,"about_ca_system_score_gemma":0.000017100529,"threshold_uncertainty_score":0.78626627},"labels":[],"label_agreement":null},{"id":"W7028384354","doi":"","title":"Evaluating flood risk governance with geospatial technologies","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Risk governance; Corporate governance; Context (archaeology); Resilience (materials science); Government (linguistics); Public–private partnership; General partnership; Flood risk management","score_opus":0.01001314546090051,"score_gpt":0.22235477548964638,"score_spread":0.21234163002874587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028384354","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":[0.9966205,0.000035466237,0.000027220363,0.00035220562,0.00020752905,0.0004038329,0.000039441344,0.0002847454,0.0020290671],"genre_scores_gemma":[0.2012878,0.0009799865,0.011639465,0.0000043068544,0.000021884493,0.000003904078,0.0003991514,0.000056961413,0.7856065],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9984261,0.000042345848,0.00010623383,0.00048757927,0.0006379883,0.00029978505],"domain_scores_gemma":[0.99910325,0.000025991456,0.00043285688,0.00038019274,0.00002232047,0.00003539243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020188413,0.00024177876,0.00029068082,0.00007617485,0.00027734204,0.00001990214,0.00056316884,0.00018840758,0.00056460826],"category_scores_gemma":[0.000019313882,0.00023619272,0.000090537615,0.00034123487,0.00014001463,0.00022003344,0.00028885703,0.0002763669,0.0004500468],"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":[0.0014556266,0.0005934451,0.12669069,0.00093715056,0.001261825,0.00039422992,0.14733933,0.01789469,0.002849384,0.00067285984,0.039259225,0.66065156],"study_design_scores_gemma":[0.002464345,0.0013415109,0.417113,0.00052459136,0.0011780567,0.0000014104469,0.56007296,0.011309241,0.0024501102,0.00077003194,0.001481171,0.0012935615],"about_ca_topic_score_codex":0.16254264,"about_ca_topic_score_gemma":0.57101804,"teacher_disagreement_score":0.7953327,"about_ca_system_score_codex":0.00020962869,"about_ca_system_score_gemma":0.000023111608,"threshold_uncertainty_score":0.963166},"labels":[],"label_agreement":null},{"id":"W7028390752","doi":"","title":"Et si Lord Durham avait raison? L’hétérolinguisme au cœur du rap québécois contemporain","year":2020,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Philosophy and Social Theory","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":"Rhyme; Lyrics; Lyricism","score_opus":0.0218167469437931,"score_gpt":0.23900500477255093,"score_spread":0.21718825782875784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028390752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87739223,0.00043410406,0.000028702565,0.050712097,0.001991727,0.00065081473,0.00018313578,0.00015788566,0.068449326],"genre_scores_gemma":[0.7911919,0.00077609334,0.00024423937,0.0004958033,0.0008152228,0.0000011315595,0.00036810455,0.00005117796,0.20605639],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.995916,0.0012958166,0.00037205784,0.0008198589,0.0008287274,0.00076752354],"domain_scores_gemma":[0.9974389,0.0003563672,0.0008242494,0.00034927754,0.00047174233,0.00055943965],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011787883,0.0005781456,0.001140589,0.0002392376,0.0016815051,0.00006416601,0.0011953253,0.0010014784,0.0007822279],"category_scores_gemma":[0.00033771055,0.00076761545,0.0008022468,0.00072767027,0.0013924396,0.000607778,0.00017698182,0.00082355045,0.00048416306],"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":[0.00046593143,0.00019791104,0.001005812,0.00025634625,0.00029116808,0.00020149403,0.764936,0.000009924831,0.0005688217,0.23022534,0.0008937152,0.00094757334],"study_design_scores_gemma":[0.0016364428,0.00035539293,0.0020738048,0.00037725584,0.00038737207,0.0000018753422,0.88387626,0.00012674122,0.00019161601,0.019659601,0.09034652,0.00096709904],"about_ca_topic_score_codex":0.71050364,"about_ca_topic_score_gemma":0.7079076,"teacher_disagreement_score":0.21056573,"about_ca_system_score_codex":0.00049829116,"about_ca_system_score_gemma":0.0015864389,"threshold_uncertainty_score":0.9996182},"labels":[],"label_agreement":null},{"id":"W7028398863","doi":"","title":"Food Access Barriers and Supports for Youth in Thunder Bay, Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Food security; Indigenous; Thunder; Context (archaeology); Population; Focus group; Food insecurity; Poverty; Disadvantaged","score_opus":0.06598235727111568,"score_gpt":0.34409630278696896,"score_spread":0.2781139455158533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028398863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99257404,0.00015919349,0.000001285813,0.002027055,0.001103479,0.0013694772,0.0018140828,0.000026974132,0.0009244005],"genre_scores_gemma":[0.9192484,0.00016054003,0.000111516616,0.0002433698,0.000044924574,0.000012593465,0.0033622407,0.000035804973,0.076780595],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99830735,0.0001992776,0.00028345038,0.0003979587,0.00030162543,0.0005103655],"domain_scores_gemma":[0.9988094,0.00013275736,0.00040659268,0.00024284361,0.00015400359,0.0002544178],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031366374,0.00020742751,0.0004720094,0.00033113512,0.0014992114,0.000008036205,0.00036143058,0.00035851897,0.0015021911],"category_scores_gemma":[0.000059390517,0.00027007618,0.000074142336,0.00022136484,0.000045922476,0.00022510378,0.00017462003,0.00071284117,0.0000017841104],"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":[0.0016865185,0.000061883184,0.0979134,0.00597234,0.00014927408,0.00003223614,0.8634489,0.00006644599,0.0000048165834,0.00313406,0.027117427,0.00041270975],"study_design_scores_gemma":[0.0013280521,0.00023771869,0.0571338,0.00029651963,0.00014487749,1.9123472e-7,0.93520015,0.000046040674,0.0000020424325,0.00074958644,0.004580757,0.00028025536],"about_ca_topic_score_codex":0.9436147,"about_ca_topic_score_gemma":0.9991116,"teacher_disagreement_score":0.075856194,"about_ca_system_score_codex":0.00054469064,"about_ca_system_score_gemma":0.002596111,"threshold_uncertainty_score":0.99997514},"labels":[],"label_agreement":null},{"id":"W7028422826","doi":"","title":"Evaluating the Effectiveness of Code2Vec for Bug Prediction When Considering That Not All Bugs Are the Same","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Image Processing and 3D Reconstruction","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":"Blackberry (Canada)","funders":"","keywords":"Nucleofection; Term (time); Quality (philosophy); Limiting; Matching (statistics); Population","score_opus":0.040315630378938636,"score_gpt":0.25631522771906173,"score_spread":0.21599959734012308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028422826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966948,0.00028659313,0.028364224,0.0021049962,0.0010788013,0.00095151167,0.000048470898,0.000119653865,0.000097762146],"genre_scores_gemma":[0.9583861,0.00006971225,0.028291466,0.00006813367,0.00009716076,0.000009131014,0.00016022813,0.000034097036,0.012883974],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99861217,0.00031879917,0.00013927046,0.00038815828,0.0003559773,0.00018561693],"domain_scores_gemma":[0.9981629,0.0005213717,0.0005792038,0.00034520534,0.00035417176,0.00003710919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092868286,0.00018727036,0.00033642154,0.00009637746,0.00042767345,0.00007584864,0.0007345406,0.00015428894,0.0000043747946],"category_scores_gemma":[0.00010359627,0.00014520726,0.000180053,0.00014054286,0.0001437189,0.00038443744,0.00011175889,0.00025117537,0.0000025997758],"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":[0.002787792,0.0001544544,0.003260167,0.012260218,0.0012937291,0.000023832286,0.7114561,0.0029084638,0.12803371,0.0033644415,0.0010183149,0.13343872],"study_design_scores_gemma":[0.0040999595,0.0014509086,0.025387656,0.004575575,0.0014680575,0.00007733876,0.31760228,0.3981136,0.23602058,0.009635759,0.0004608722,0.0011073995],"about_ca_topic_score_codex":0.0025492932,"about_ca_topic_score_gemma":0.0015994012,"teacher_disagreement_score":0.39520514,"about_ca_system_score_codex":0.000053119675,"about_ca_system_score_gemma":0.00017501252,"threshold_uncertainty_score":0.592138},"labels":[],"label_agreement":null},{"id":"W7028423780","doi":"","title":"Failure Time Analysis with Discrete Marker Processes under Intermittent Observation","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Statistical Methods and Inference","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":"Biomarker; Regression analysis; Proportional hazards model; Inference; Regression; Value (mathematics); Binary data","score_opus":0.026399251978244897,"score_gpt":0.2626318096872594,"score_spread":0.23623255770901452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028423780","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":[0.98498845,0.000034947916,0.013212752,0.0005818386,0.00004754166,0.00023435519,0.00010836866,0.00005161727,0.00074014853],"genre_scores_gemma":[0.033887412,0.000052010295,0.28335553,0.000024449915,0.000028019294,0.0000018971554,0.001744106,0.00004930207,0.68085724],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987502,0.000116661504,0.00016885654,0.00040095,0.00036161937,0.00020169155],"domain_scores_gemma":[0.99828166,0.00030352938,0.00036340058,0.00034023396,0.00062940846,0.000081799684],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001416039,0.00025495465,0.00065474125,0.00022499265,0.00010931674,0.00004104054,0.00025265873,0.00021545557,0.0015258858],"category_scores_gemma":[0.0001786272,0.00022956112,0.00016826179,0.00074751093,0.00007370106,0.00014546106,0.000049028666,0.00021113058,0.000015847023],"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":[0.0068202354,0.0030306482,0.046340913,0.04737319,0.053928472,0.0013192134,0.64183474,0.00074798043,0.016359568,0.10239721,0.03243171,0.04741612],"study_design_scores_gemma":[0.002631064,0.00094569486,0.22041404,0.004961725,0.026680954,0.00001121937,0.67456234,0.006749086,0.0039389883,0.055203967,0.0007301901,0.0031707513],"about_ca_topic_score_codex":0.0025947613,"about_ca_topic_score_gemma":0.04459984,"teacher_disagreement_score":0.951101,"about_ca_system_score_codex":0.0000537844,"about_ca_system_score_gemma":0.0001420102,"threshold_uncertainty_score":0.99938685},"labels":[],"label_agreement":null},{"id":"W7028513629","doi":"","title":"An Exploration of Clustering Statistics and Tidal Alignments in the Context of Group Catalogues","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo; Compute Canada","keywords":"Cluster analysis; Redshift; Halo; Redshift-space distortions; Context (archaeology); Galaxy; Hierarchical clustering; Cluster (spacecraft)","score_opus":0.022228576162753023,"score_gpt":0.24668602568714915,"score_spread":0.2244574495243961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028513629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988491,0.0001619426,0.00036846002,0.0000811208,0.00004875936,0.0001734821,0.0002586123,0.000004912312,0.00005361245],"genre_scores_gemma":[0.9889919,0.000272405,0.0021187267,0.000009559558,0.000009896376,3.0077314e-7,0.00653086,0.000007608346,0.002058734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993933,0.00005999646,0.00012314989,0.00013636655,0.00020454834,0.000082645114],"domain_scores_gemma":[0.9994291,0.00008056689,0.00018136372,0.00016737971,0.00010458098,0.000037022426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114358576,0.0000933044,0.00029096068,0.00010239856,0.000030131623,0.000004841931,0.000095598174,0.00010904843,0.000008114902],"category_scores_gemma":[0.000041495034,0.00008908635,0.00003096099,0.00007770555,0.00006803666,0.00017287336,0.000026255086,0.0001010924,6.3018956e-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":[0.0018116517,0.00079408515,0.026755417,0.0037430911,0.00027183432,0.00033469647,0.9221479,0.000074204254,0.021619976,0.0013917562,0.0006479389,0.020407423],"study_design_scores_gemma":[0.0016781349,0.00082476885,0.09464542,0.0011622913,0.0003136102,0.0000052345044,0.89608234,0.00070404727,0.0043013413,0.000105571344,0.000028815983,0.00014844602],"about_ca_topic_score_codex":0.035728667,"about_ca_topic_score_gemma":0.15071578,"teacher_disagreement_score":0.11498711,"about_ca_system_score_codex":0.000017377402,"about_ca_system_score_gemma":0.00003364557,"threshold_uncertainty_score":0.9706925},"labels":[],"label_agreement":null},{"id":"W7028547140","doi":"","title":"Forging Preform Design Optimization for Structural Magnesium Components","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Biomedical and Chemical 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":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Forging; Formability; Casting; Automotive industry; Microstructure; Material efficiency; Alloy; Magnesium alloy; Porosity","score_opus":0.034115421555118694,"score_gpt":0.2654839302366506,"score_spread":0.23136850868153191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028547140","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":[0.9965104,0.000041974137,0.00084560015,0.0011645738,0.00025146446,0.0009017835,0.0000533308,0.00009561066,0.0001352806],"genre_scores_gemma":[0.09306095,0.0001343863,0.024035651,0.000025951129,0.00014729245,0.0000042038223,0.008687427,0.00007548185,0.87382865],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988465,0.000017409804,0.00011984968,0.00028164222,0.00042916252,0.00030544706],"domain_scores_gemma":[0.9992148,0.00006726421,0.00011468206,0.00016292135,0.0002580318,0.00018228499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011947403,0.00016382788,0.0003616932,0.00022344553,0.00013886663,0.000009468365,0.00019132873,0.00034652388,0.00027679995],"category_scores_gemma":[0.000049842867,0.00015340587,0.00016340897,0.00020840271,0.00008381801,0.000078687284,0.00004533535,0.00022216493,0.000020851952],"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":[0.040568512,0.00108353,0.0027263106,0.06160341,0.0026262864,0.00043160623,0.20191072,0.002552477,0.5154317,0.00037731274,0.05022139,0.12046675],"study_design_scores_gemma":[0.027657587,0.004765133,0.041349288,0.004605622,0.0035846597,0.00003744395,0.29017216,0.48546767,0.1351604,0.0023090523,0.0021890036,0.0027019768],"about_ca_topic_score_codex":0.0025737514,"about_ca_topic_score_gemma":0.0006054042,"teacher_disagreement_score":0.9034494,"about_ca_system_score_codex":0.00010587678,"about_ca_system_score_gemma":0.00010131573,"threshold_uncertainty_score":0.62557095},"labels":[],"label_agreement":null},{"id":"W7028568476","doi":"","title":"Finding False Assurance in Formal Verification of Software Systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"History of Computing Technologies","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":"Blackberry (Canada)","funders":"","keywords":"Correctness; Formal verification; Spec#; Formal methods; Functional verification; Software verification; Model checking; Codebase; Formal specification","score_opus":0.01675505486050369,"score_gpt":0.21187059812890324,"score_spread":0.19511554326839955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028568476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923483,0.0001877297,0.0056843488,0.00013572084,0.0008724063,0.00023866902,0.000009305102,0.0004564806,0.00006705566],"genre_scores_gemma":[0.8742665,0.000111421505,0.03274022,0.0000019705765,0.000017353157,0.0000015930523,0.00012454021,0.000031572057,0.09270482],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99875176,0.000059182155,0.0002129513,0.00037538685,0.00033547726,0.00026523453],"domain_scores_gemma":[0.99856776,0.00010354931,0.0005266454,0.0006112127,0.0001608126,0.000030017729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003391285,0.000171945,0.00041687215,0.00078460673,0.00012168041,0.000020288004,0.0015502272,0.0003066434,0.0000021302346],"category_scores_gemma":[0.00008414371,0.00022493285,0.000099922305,0.0006410537,0.00007055675,0.00047919858,0.00017588379,0.00023629016,0.000035473488],"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":[0.00036444355,0.00041296662,0.008982066,0.010684685,0.0003631551,0.00039006033,0.7861951,0.019617522,0.02084813,0.02729985,0.011923991,0.11291804],"study_design_scores_gemma":[0.005061272,0.0014354696,0.3549333,0.013776548,0.00025136743,0.000025296695,0.4878924,0.10538374,0.017428579,0.0039469004,0.00556959,0.0042955508],"about_ca_topic_score_codex":0.008913664,"about_ca_topic_score_gemma":0.008892247,"teacher_disagreement_score":0.34595123,"about_ca_system_score_codex":0.00015110445,"about_ca_system_score_gemma":0.00012729627,"threshold_uncertainty_score":0.9976861},"labels":[],"label_agreement":null},{"id":"W7028579698","doi":"","title":"Evaluating the role of local climate change on reduced freshwater availability at the Peace-Athabasca Delta using paleolimnology","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Arctic and Antarctic ice dynamics","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":"Paleolimnology; Delta; Climate change; Wetland; Flood myth; Hydrology (agriculture); Drainage basin; Water cycle; Environmental change","score_opus":0.028148354957452267,"score_gpt":0.2442515768675937,"score_spread":0.21610322191014142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028579698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997399,0.00029102218,0.0000016671793,0.0005609745,0.0003347046,0.0003963522,0.000574256,0.000016200198,0.00042582562],"genre_scores_gemma":[0.9869576,0.0002477542,0.000298951,0.000048989128,0.000048876704,5.08689e-7,0.0016306181,0.000010235106,0.010756439],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981741,0.0003879703,0.00018915026,0.0003795328,0.00048679236,0.00038246944],"domain_scores_gemma":[0.9987476,0.00022757272,0.00041903357,0.00045516712,0.00009655448,0.000054086373],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071425445,0.00022323769,0.00033733775,0.000095034164,0.0009793413,0.000010853714,0.00060254184,0.00016797498,0.0063323965],"category_scores_gemma":[0.000020809823,0.00015682283,0.00019198762,0.0001677738,0.00039692252,0.00011685666,0.00011639142,0.00042462762,0.000044354943],"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":[0.0056346995,0.00022308192,0.2248166,0.0008495089,0.0005431438,0.00006143786,0.5967878,0.017632833,0.0029805084,0.0002819368,0.0002660098,0.14992245],"study_design_scores_gemma":[0.0005871248,0.0009958441,0.15082291,0.00016731929,0.00052040454,0.000020541816,0.7242895,0.1206528,0.0005803736,0.0002544899,0.00065747404,0.00045125894],"about_ca_topic_score_codex":0.16205257,"about_ca_topic_score_gemma":0.38982195,"teacher_disagreement_score":0.22776937,"about_ca_system_score_codex":0.000046376943,"about_ca_system_score_gemma":0.00008349474,"threshold_uncertainty_score":0.994576},"labels":[],"label_agreement":null},{"id":"W7028598322","doi":"","title":"Estimation of Phytoplankton Chlorophyll-a Concentration in the Western Basin of Lake Erie Using Sentinel-2 and Sentinel-3 Data","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Drive & Gear (Canada)","funders":"University of Waterloo","keywords":"Radiance; Algal bloom; Eutrophication; Multispectral image; Colored dissolved organic matter; Chlorophyll a; Phytoplankton; Bloom; Pixel","score_opus":0.02787985070881399,"score_gpt":0.24835094892747314,"score_spread":0.22047109821865915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028598322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992066,0.00005017381,0.00006023225,0.00011956113,0.00010559999,0.00018090369,0.00018660199,0.000008421952,0.000081913706],"genre_scores_gemma":[0.99330544,0.00006824838,0.0012002705,0.000011185228,0.000033140142,1.8410512e-7,0.0012648688,0.0000091983,0.0041074483],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99891794,0.000091669914,0.00023112535,0.00030430008,0.0003125444,0.00014239836],"domain_scores_gemma":[0.99889404,0.00004821792,0.00055949844,0.000335912,0.00013448797,0.000027863087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003725749,0.00014885959,0.0003788541,0.0000800921,0.00007320383,0.00002548589,0.00046712172,0.00012275769,0.00019902809],"category_scores_gemma":[0.000033620894,0.00012707374,0.00003832642,0.00017013488,0.00019896774,0.0004249019,0.00009868808,0.00007874732,0.0000046476985],"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":[0.0011097802,0.00048307196,0.009465996,0.0066171684,0.00009734741,0.00004370668,0.09413396,0.0003827298,0.88495964,0.00018679297,0.00048538818,0.0020344437],"study_design_scores_gemma":[0.006303413,0.0005428542,0.13199653,0.005119537,0.0016751819,0.00004218642,0.12216491,0.07430506,0.6524218,0.0007063969,0.0029121274,0.0018100634],"about_ca_topic_score_codex":0.0021887897,"about_ca_topic_score_gemma":0.015802871,"teacher_disagreement_score":0.23253788,"about_ca_system_score_codex":0.000007203603,"about_ca_system_score_gemma":0.000062324405,"threshold_uncertainty_score":0.88183725},"labels":[],"label_agreement":null},{"id":"W7028604271","doi":"","title":"On the Fire Performance of Exterior Wall Materials and Assemblies","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fire effects on concrete materials","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":"Masonry; Building envelope; Efficient energy use; Masonry veneer; Fire performance; Fire safety; Greenhouse gas; Fire protection; Thermal comfort","score_opus":0.005696922448063309,"score_gpt":0.1748520560695474,"score_spread":0.1691551336214841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028604271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984458,0.00013673317,1.3077559e-7,0.000094799754,0.00057470385,0.00030304713,0.00010646939,0.000072945884,0.0002653464],"genre_scores_gemma":[0.9682203,0.00039935444,0.000060907158,0.000007747232,0.00001691363,0.0000022648517,0.00016899087,0.000041305568,0.031082204],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99920523,0.00008025551,0.00013992257,0.00018447569,0.00021817982,0.00017194508],"domain_scores_gemma":[0.999372,0.00010970287,0.00015364653,0.00029379048,0.000040249044,0.00003060988],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022029836,0.0002250723,0.00044721493,0.00012250606,0.00012844078,0.000024240217,0.0003189879,0.00014664559,0.0016722116],"category_scores_gemma":[0.000013513479,0.00021242225,0.000060396305,0.00009608389,0.00005838309,0.00011678706,0.0000641495,0.0001365427,0.000016080201],"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":[0.0005949296,0.00001976568,0.00006101565,0.0044937897,0.00027165556,0.0000222346,0.0596122,0.00035734705,0.92819774,0.00029479805,0.0031958784,0.0028786252],"study_design_scores_gemma":[0.001281283,0.0012488724,0.019331751,0.0016039958,0.00042204338,0.000008577382,0.054675605,0.0033492232,0.91485095,0.00007666604,0.0019280099,0.0012230176],"about_ca_topic_score_codex":0.0029353064,"about_ca_topic_score_gemma":0.00056075054,"teacher_disagreement_score":0.030816857,"about_ca_system_score_codex":0.000045688117,"about_ca_system_score_gemma":0.00001795557,"threshold_uncertainty_score":0.9992404},"labels":[],"label_agreement":null},{"id":"W7028611555","doi":"","title":"A Framework for Efficient Condition Assessment of the Building Infrastructure","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Facilities and Workplace Management","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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Process (computing); Work (physics); Matching (statistics); Filter (signal processing); Identification (biology); Government (linguistics)","score_opus":0.010490665889442948,"score_gpt":0.2668187718837277,"score_spread":0.25632810599428474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028611555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941693,0.000067339184,0.0013218019,0.0005424468,0.0014860871,0.00078826066,0.0002174828,0.000022617738,0.0013846658],"genre_scores_gemma":[0.62682825,0.000037637812,0.010264049,0.000035785517,0.000059446993,0.0000053940967,0.00042078333,0.00003106807,0.3623176],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989813,0.0000668131,0.00015282877,0.00030206345,0.00026516416,0.00023180917],"domain_scores_gemma":[0.9988899,0.00008986601,0.0004255434,0.00042718215,0.00013114912,0.00003635299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001084617,0.0001914144,0.0003441474,0.00015146498,0.00024187777,0.000007525112,0.00040484624,0.0003354517,0.0006711275],"category_scores_gemma":[0.000011909901,0.00017783343,0.00029023417,0.00016797346,0.00011823682,0.000027148035,0.000068541376,0.0002760936,0.0000045260836],"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":[0.0013386016,0.00065832643,0.005334636,0.0030836714,0.0020649785,0.000036774636,0.5921478,0.021704502,0.0015142589,0.2757269,0.08926174,0.007127755],"study_design_scores_gemma":[0.002197097,0.00044526474,0.18200815,0.0011266696,0.0006635174,0.000003568219,0.7956371,0.0011858093,0.0004967673,0.003593543,0.012003947,0.0006386134],"about_ca_topic_score_codex":0.0033976608,"about_ca_topic_score_gemma":0.0011885389,"teacher_disagreement_score":0.36734104,"about_ca_system_score_codex":0.00010628921,"about_ca_system_score_gemma":0.0000572791,"threshold_uncertainty_score":0.7348376},"labels":[],"label_agreement":null},{"id":"W7028613237","doi":"","title":"Experimental and Mechanistic Study of Copper Electrodeposition in the Absence and Presence of Chloride Ions and Polyethylene Glycol","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Copper; Electrochemical noise; Electrolyte; Voltammetry; Polyethylene glycol","score_opus":0.013775421596401497,"score_gpt":0.2316104220072212,"score_spread":0.2178350004108197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028613237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99864906,0.00074722746,9.5293973e-7,0.000017036675,0.000038491577,0.00025160646,0.000029496305,0.0000041563,0.0002619901],"genre_scores_gemma":[0.9951655,0.000088042965,0.000010466559,0.0000040173995,0.000008893845,8.4207335e-7,0.000023134757,0.000003465386,0.004695617],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995107,0.00004720029,0.00008288572,0.00015137797,0.00011200063,0.00009585213],"domain_scores_gemma":[0.9996907,0.000047311987,0.00011308828,0.000079666366,0.000045846748,0.00002338886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009376318,0.000092646755,0.00017986346,0.00012379329,0.00018057947,0.000007897603,0.00008038395,0.000046468624,0.00002091075],"category_scores_gemma":[0.0000056854983,0.00008358216,0.000020079871,0.00003466635,0.0003429616,0.00010835757,0.000021810534,0.000076193064,2.1076127e-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":[0.000601567,0.0005258881,0.004849053,0.00026264723,0.000034372602,0.000037502672,0.937941,9.2995214e-7,0.05071099,0.004896156,0.000016293712,0.00012357159],"study_design_scores_gemma":[0.0006434245,0.00077651325,0.090498745,0.00016469031,0.00009977751,0.0000041969647,0.89890325,0.000022134538,0.008477701,0.00029402215,0.0000051114353,0.00011042056],"about_ca_topic_score_codex":0.008102124,"about_ca_topic_score_gemma":0.03946321,"teacher_disagreement_score":0.08564969,"about_ca_system_score_codex":0.0000065995614,"about_ca_system_score_gemma":0.000012347182,"threshold_uncertainty_score":0.998503},"labels":[],"label_agreement":null},{"id":"W7028615745","doi":"","title":"Examining Relationships between Pb and Nutrient Intake and Sources of Pb in the Sahtú, NWT","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Heavy Metal Exposure and Toxicity","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":"Biomonitoring; Subarctic climate; Population; Nutrient; Indigenous; Alcohol consumption","score_opus":0.026227722636327576,"score_gpt":0.2070819891936367,"score_spread":0.18085426655730913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028615745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99842644,0.000097633674,0.000005387077,0.0001815174,0.000028277918,0.0001841813,0.000021655305,0.000006308369,0.00104858],"genre_scores_gemma":[0.98402905,0.00008754274,0.00034230124,0.000006295826,0.000007544924,5.1204285e-7,0.00007680527,0.0000067810897,0.015443164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989965,0.00023143145,0.00012567837,0.00023652097,0.00027986348,0.00013000038],"domain_scores_gemma":[0.99946827,0.00015574718,0.00016611426,0.00015540027,0.000006338046,0.000048157413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060041127,0.00011530746,0.00023685576,0.000102959166,0.0002360492,0.000009293007,0.00021191215,0.000123011,0.00031683486],"category_scores_gemma":[0.000027692602,0.000110125264,0.00003571107,0.00021243091,0.00017085377,0.00014872948,0.00012768796,0.0003294826,0.000004712913],"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":[0.00007464731,0.00007032536,0.51826644,0.00014171646,0.000038778137,0.000019305848,0.47339064,0.000039595558,0.0032301713,0.00012673289,0.00017059648,0.0044310507],"study_design_scores_gemma":[0.00025159857,0.00012439633,0.7307258,0.000037521368,0.00006226589,0.0000016047741,0.26689494,0.000010854905,0.0009159353,0.00023541167,0.0006281117,0.000111520116],"about_ca_topic_score_codex":0.023003891,"about_ca_topic_score_gemma":0.031237802,"teacher_disagreement_score":0.21245939,"about_ca_system_score_codex":0.00003971629,"about_ca_system_score_gemma":0.000010892554,"threshold_uncertainty_score":0.9864396},"labels":[],"label_agreement":null},{"id":"W7028628038","doi":"","title":"Experimental Characterization and Numerical Modelling of the Interfacial Heat Transfer Coefficient in Hot Stamping of Al-Si Coated 22MnB5 Steel","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Hot stamping; Blank; Hot work; Heat transfer; Heat transfer coefficient; Quenching (fluorescence); Coating; Die (integrated circuit); Work (physics); Thermal conduction","score_opus":0.024207378778481795,"score_gpt":0.19699460172366862,"score_spread":0.17278722294518684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028628038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989746,0.000043464588,0.00022383379,0.00007533474,0.0002042195,0.0002725447,0.00013480705,0.000033509696,0.00003763739],"genre_scores_gemma":[0.9872331,0.000025805937,0.00001830607,0.0000057872016,0.00000820366,6.806548e-7,0.00029421636,0.000020443998,0.012393436],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992141,0.000042537904,0.0001885186,0.00022548817,0.0001824694,0.00014685642],"domain_scores_gemma":[0.999692,0.000016551008,0.00010071875,0.00013924087,0.000031332762,0.000020157528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007044957,0.00015582946,0.00033515855,0.0002413776,0.00011052437,0.000010866594,0.0001892643,0.0001317237,0.000082511695],"category_scores_gemma":[0.000002261922,0.00015712403,0.00007313467,0.00007238496,0.0002513988,0.000108799686,0.000056617242,0.00018675886,0.0000018317887],"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":[0.00043910457,0.00016706236,0.0005547538,0.00022336582,0.0000752454,0.000005490814,0.6786137,0.0022650522,0.3166338,0.00082812516,0.000033358963,0.00016094389],"study_design_scores_gemma":[0.0012547793,0.00029169163,0.0075587817,0.0009894513,0.000120795245,9.106919e-7,0.8240768,0.0222855,0.14244778,0.0000065553377,0.00057868095,0.0003882949],"about_ca_topic_score_codex":0.0069940626,"about_ca_topic_score_gemma":0.0032810061,"teacher_disagreement_score":0.174186,"about_ca_system_score_codex":0.000056343793,"about_ca_system_score_gemma":0.000016447964,"threshold_uncertainty_score":0.9996185},"labels":[],"label_agreement":null},{"id":"W7028632961","doi":"","title":"Evaluating the Progress of Municipal Natural Asset Management through Monitoring &amp; Evaluation","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Green Space and Health","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":"Wake Forest University","keywords":"Government (linguistics); Ecosystem services; Asset (computer security); Service (business); Green infrastructure; Ecosystem management; Asset management; Audit; Plan (archaeology)","score_opus":0.06730435524571683,"score_gpt":0.3364489957432218,"score_spread":0.26914464049750497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028632961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971961,0.00020986809,0.0000011235248,0.0004545987,0.00054396834,0.0008231324,0.000010454771,0.000037612874,0.000723164],"genre_scores_gemma":[0.61872643,0.00027129342,0.0055893636,0.000009717073,0.00006789923,0.000007647132,0.0004930712,0.000043418244,0.37479115],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9977441,0.00018744735,0.0001826705,0.0003720574,0.001205616,0.00030812688],"domain_scores_gemma":[0.99889064,0.00005084048,0.00046342483,0.00048240335,0.00006976076,0.000042951193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009295457,0.00020139066,0.00028513977,0.00008583724,0.00033808735,0.000015409547,0.0005845533,0.00014713377,0.00038084158],"category_scores_gemma":[0.000014323152,0.00018414101,0.00013724307,0.00039146206,0.00017107022,0.00023859623,0.0002308654,0.0002850197,0.00018084605],"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":[0.0006770804,0.00025595227,0.18110214,0.0014309653,0.0006032161,0.000021411219,0.731036,0.0033253136,0.0040227682,0.00013878735,0.00751952,0.06986683],"study_design_scores_gemma":[0.0011823408,0.00029530466,0.60852164,0.0007439551,0.00095764315,0.0000012614842,0.38177124,0.0045223045,0.00042341152,0.00055241754,0.0005364901,0.0004919885],"about_ca_topic_score_codex":0.07270152,"about_ca_topic_score_gemma":0.15442747,"teacher_disagreement_score":0.42741948,"about_ca_system_score_codex":0.0002627014,"about_ca_system_score_gemma":0.000032571243,"threshold_uncertainty_score":0.9334734},"labels":[],"label_agreement":null},{"id":"W7028664014","doi":"","title":"Formalizing the Excluded Minor Characterization of Binary Matroids in the Lean Theorem Prover","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Matroid; Graphic matroid; Matroid partitioning; Characterization (materials science); Oriented matroid; Algebraic number; Fundamental theorem; Binary number","score_opus":0.011536848796889971,"score_gpt":0.22076756650291263,"score_spread":0.20923071770602267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028664014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99692184,0.00016804472,0.000004799265,0.0011708755,0.00015377515,0.000492947,0.000047116988,0.000025690757,0.0010148842],"genre_scores_gemma":[0.929538,0.00013998123,0.0000968475,0.000040107454,0.000049742383,0.0000011314444,0.0013292944,0.000018883708,0.068785995],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991933,0.00004085244,0.00014308759,0.00017482621,0.0002870698,0.00016082948],"domain_scores_gemma":[0.9993423,0.00008642476,0.00018363429,0.00027943178,0.000077992765,0.000030181664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026158133,0.00015160258,0.0002832839,0.00019088054,0.00007835417,0.000011561802,0.00027311197,0.00016990595,0.000043304644],"category_scores_gemma":[0.000037814414,0.00010076119,0.0001425571,0.00024950842,0.000085672975,0.00010826882,0.00005485784,0.0003027749,0.000015249381],"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":[0.0028166461,0.00043687876,0.0060348976,0.005156293,0.00039505167,0.00040516874,0.7784487,0.000020688096,0.1867429,0.005885456,0.002827772,0.010829544],"study_design_scores_gemma":[0.0028434682,0.0013414535,0.31838694,0.006177205,0.0019273915,0.000050812578,0.63894224,0.0024495565,0.0248348,0.0008728028,0.0015446167,0.0006286737],"about_ca_topic_score_codex":0.0063424036,"about_ca_topic_score_gemma":0.0032984796,"teacher_disagreement_score":0.31235206,"about_ca_system_score_codex":0.00003429746,"about_ca_system_score_gemma":0.00006838023,"threshold_uncertainty_score":0.95878595},"labels":[],"label_agreement":null},{"id":"W7028689267","doi":"","title":"Facilitating Cross-Lingual Information Retrieval Evaluations for African Languages","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Parasite Biology and Host Interactions","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":"Blackberry (Canada)","funders":"","keywords":"Relevance (law); Ranking (information retrieval); Task (project management); Test (biology); Process (computing); Human–computer information retrieval; Field (mathematics); Swahili; Limiting","score_opus":0.013568892964043197,"score_gpt":0.3207206439318994,"score_spread":0.30715175096785624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028689267","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":[0.99241567,0.000037444483,0.000044347533,0.00017989005,0.00037101627,0.00030760604,0.0003571734,0.000052481235,0.006234369],"genre_scores_gemma":[0.3605915,0.000015868365,0.0020379461,0.000018227958,0.00004064831,0.0000020708867,0.0030791154,0.000012157974,0.6342025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99929255,0.00003106058,0.00013178815,0.00019833108,0.00017838863,0.00016785861],"domain_scores_gemma":[0.9994673,0.000119464814,0.00016754228,0.00013751863,0.000061609346,0.000046524794],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001987772,0.00013262773,0.00016186625,0.00012280478,0.0002970118,0.000031537606,0.00019302776,0.00021535148,0.001214494],"category_scores_gemma":[0.00012764584,0.00014790511,0.0001393889,0.00015266283,0.00011516309,0.00046277995,0.000044816057,0.00018701107,0.0008244096],"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":[0.0011245951,0.000099179175,0.0053379224,0.00049665716,0.0003020502,0.000009230467,0.92496246,0.0015696952,0.023740506,0.00033295646,0.0072073615,0.034817398],"study_design_scores_gemma":[0.00083678955,0.00039695067,0.09062307,0.00019191933,0.00047610892,0.000005656986,0.8703609,0.0027425454,0.006103256,0.00064352166,0.026972452,0.000646842],"about_ca_topic_score_codex":0.010077615,"about_ca_topic_score_gemma":0.023641575,"teacher_disagreement_score":0.63182414,"about_ca_system_score_codex":0.00014268773,"about_ca_system_score_gemma":0.000037765436,"threshold_uncertainty_score":0.99995357},"labels":[],"label_agreement":null},{"id":"W7028737166","doi":"","title":"FlexSADRA: Flexible Structural Alignment using a\\nDimensionality Reduction Approach","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cybernetics and Technology in Society","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":"Blackberry (Canada)","funders":"","keywords":"Nucleofection; Articular cartilage damage; Fusible alloy; Diafiltration; Hyporeflexia; Tubulopathy","score_opus":0.02077589468957323,"score_gpt":0.21143981861313477,"score_spread":0.19066392392356155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028737166","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":[0.99058723,0.00016644594,0.00000445459,0.00012550897,0.0009555025,0.00021785952,0.00008663079,0.000111012014,0.007745376],"genre_scores_gemma":[0.4029668,0.000025916097,0.0024242592,0.0000051931843,0.0002041236,4.342233e-7,0.0015852243,0.000028787552,0.59275925],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988949,0.00003249413,0.00015650857,0.0003730071,0.00029742537,0.00024570685],"domain_scores_gemma":[0.99917614,0.000009732027,0.00030616252,0.00027745232,0.00018949373,0.000041017447],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000089936366,0.00024394196,0.00035530364,0.00014083822,0.00058743404,0.000039393974,0.00023987121,0.0003187615,0.0006178766],"category_scores_gemma":[0.000002000449,0.00027067133,0.00023123983,0.000056707868,0.0003861046,0.00014283089,0.00006171429,0.0002782211,0.000011992018],"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":[0.0002549325,0.00037147757,0.00020912266,0.0008740523,0.000872428,0.00002211877,0.7227056,0.00094943744,0.010143556,0.23208858,0.029353824,0.0021548553],"study_design_scores_gemma":[0.0012172381,0.00016813034,0.0012657146,0.00022001802,0.0008900674,0.000011992386,0.96130157,0.0022490586,0.0047872015,0.0090327,0.017713634,0.0011426547],"about_ca_topic_score_codex":0.07955697,"about_ca_topic_score_gemma":0.0113090705,"teacher_disagreement_score":0.58762044,"about_ca_system_score_codex":0.000144741,"about_ca_system_score_gemma":0.00005344863,"threshold_uncertainty_score":0.99997455},"labels":[],"label_agreement":null},{"id":"W7028782508","doi":"","title":"Gait Characteristics Change Following an Acute Exposure to Kneeling and Filtering Considerations for Gait Analysis","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Globalization, Historical Perspectives, and International Relations","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":"Regional Municipality of Waterloo","funders":"","keywords":"Kneeling; Gait; Ankle; Kinematics; Osteoarthritis; Range of motion; Heel; Gait analysis","score_opus":0.037962103177229437,"score_gpt":0.2885947312993526,"score_spread":0.25063262812212317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028782508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99510264,0.000060319286,0.0007695051,0.0013557691,0.00077054714,0.0005842598,0.0003411094,0.00010097442,0.0009148593],"genre_scores_gemma":[0.7833271,0.00045040273,0.0050071958,0.000067741305,0.00028888736,0.000011217873,0.0017584455,0.000035652105,0.20905334],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989397,0.000061390405,0.00014926781,0.00033827397,0.0003063207,0.00020505585],"domain_scores_gemma":[0.99894583,0.00013882694,0.00017566746,0.00012973303,0.00044902164,0.00016091399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020357464,0.00014086375,0.00032749397,0.00052336673,0.001021267,0.000078898884,0.00015304014,0.00019565903,0.0001213983],"category_scores_gemma":[0.0002408693,0.00018920172,0.00021204198,0.00051366934,0.000048226037,0.0004023318,0.000025435218,0.00008732225,0.00001026965],"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":[0.000064342035,0.00006290461,0.0030418283,0.000056426765,0.0013486042,0.000016162556,0.9775492,0.0001770957,0.0006885664,0.014733933,0.0016392735,0.0006216669],"study_design_scores_gemma":[0.00081313075,0.00043085756,0.13244075,0.00026996207,0.005248894,5.9857274e-7,0.84636414,0.00240323,0.000039384366,0.0038401636,0.0071489094,0.0009999879],"about_ca_topic_score_codex":0.036976706,"about_ca_topic_score_gemma":0.22834624,"teacher_disagreement_score":0.21177553,"about_ca_system_score_codex":0.00023803266,"about_ca_system_score_gemma":0.00009145474,"threshold_uncertainty_score":0.96943617},"labels":[],"label_agreement":null},{"id":"W7028811733","doi":"","title":"Hydride Generation as a Sample Introduction Technique for Detection of Arsenic by Microplasma","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Globalization, Historical Perspectives, and International Relations","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":"University of Waterloo","funders":"","keywords":"Microplasma; Argon; Arsenic; Hydride; Helium; Detection limit; Analytical Chemistry (journal)","score_opus":0.012703160832050064,"score_gpt":0.24623945985649442,"score_spread":0.23353629902444437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028811733","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":[0.9667634,0.00022279861,0.021305256,0.0025996105,0.0032584176,0.002052629,0.0004733725,0.00020364694,0.0031208878],"genre_scores_gemma":[0.20692468,0.0013239774,0.0033907397,0.000010195251,0.00075723557,0.000017640821,0.0039896616,0.00005125413,0.7835346],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99894375,0.00008880929,0.00017074365,0.0003036669,0.000339544,0.00015348302],"domain_scores_gemma":[0.9986065,0.00009368774,0.0003756713,0.00012451746,0.00074455066,0.000055043405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000248536,0.00012398468,0.00021537323,0.00030973915,0.00050740154,0.000015278283,0.00018095582,0.00031713248,0.000116794465],"category_scores_gemma":[0.00044452504,0.00016690751,0.00016668216,0.00039911547,0.00012148411,0.00023877858,0.000011453889,0.00010937221,0.000017908851],"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":[0.0002869249,0.00018697914,0.00009560581,0.00015061753,0.00021868876,7.6613867e-7,0.18261826,0.00028125005,0.69644374,0.020553727,0.09729787,0.0018655873],"study_design_scores_gemma":[0.0013092125,0.0006930746,0.0007806581,0.00017259982,0.0006152107,0.000001882861,0.42483538,0.00106854,0.2681201,0.015182713,0.28627893,0.00094167877],"about_ca_topic_score_codex":0.16323967,"about_ca_topic_score_gemma":0.24208963,"teacher_disagreement_score":0.78041375,"about_ca_system_score_codex":0.0005857872,"about_ca_system_score_gemma":0.00017364332,"threshold_uncertainty_score":0.84233236},"labels":[],"label_agreement":null},{"id":"W7028925377","doi":"","title":"Glacial Dispersion at the Canadian Malartic Gold Deposit","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sport and Mega-Event Impacts","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":"Bedrock; Glacial period; Lithology; Trace element; Petrography; Prospecting","score_opus":0.011999527549024459,"score_gpt":0.22823320958521687,"score_spread":0.21623368203619242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028925377","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":[0.97516495,0.00040572675,6.053887e-8,0.005165538,0.00096151856,0.00027238426,0.000023110053,0.000040161685,0.017966563],"genre_scores_gemma":[0.44953203,0.00011976575,0.000009862618,0.000023379658,0.00007651351,1.7048572e-7,0.00016785793,0.00001031817,0.5500601],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987629,0.000058633505,0.00007399032,0.00024372392,0.00044439462,0.00041637203],"domain_scores_gemma":[0.9993114,0.000020134145,0.00009275104,0.00018319245,0.000084888175,0.00030766235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002467515,0.00015219935,0.0001947915,0.00019205772,0.001079965,0.000068627385,0.00039485662,0.0003213704,0.0010835307],"category_scores_gemma":[0.000014926086,0.00014060398,0.000190215,0.0002788706,0.00018383277,0.00016437336,0.00004143204,0.00023214308,0.0004926419],"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":[0.0001433876,0.000030188115,0.0027743743,0.00015006166,0.00014415261,0.0002327612,0.9289044,0.0000064718483,0.0007539633,0.005231669,0.05656611,0.0050624553],"study_design_scores_gemma":[0.00034300913,0.00007621712,0.028160589,0.00037757316,0.0006450758,0.000002724673,0.40429258,0.000023133887,0.0005162625,0.00024465506,0.56480753,0.0005106291],"about_ca_topic_score_codex":0.97782105,"about_ca_topic_score_gemma":0.99973637,"teacher_disagreement_score":0.5320935,"about_ca_system_score_codex":0.00071218656,"about_ca_system_score_gemma":0.0006104575,"threshold_uncertainty_score":0.9998296},"labels":[],"label_agreement":null},{"id":"W7028932421","doi":"","title":"Improved Dynamic Latent Variable Modeling for Process Monitoring, Fault Diagnosis and Anomaly Detection","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fault Detection and Control Systems","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":"University of Waterloo","funders":"","keywords":"Anomaly detection; Fault detection and isolation; Autoencoder; Exploit; Latent variable; Partial least squares regression; Process (computing); Canonical correlation; Curse of dimensionality; Fault (geology)","score_opus":0.00846277561481111,"score_gpt":0.20459521438363745,"score_spread":0.19613243876882636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028932421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613047,0.00022448525,0.0013857477,0.000015731996,0.0012131567,0.00058414316,0.00003895993,0.00038507677,0.000022250555],"genre_scores_gemma":[0.9626473,0.0002999553,0.00023496318,5.973733e-7,0.000052068535,0.000027655195,0.00008955625,0.000066112625,0.036581762],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991951,0.0000127817175,0.00014309515,0.00028456628,0.00012643769,0.0002380154],"domain_scores_gemma":[0.99952954,0.000024506066,0.00009007319,0.00013966757,0.0001454095,0.00007078216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009346382,0.00022231335,0.00033583754,0.00025194007,0.00017148102,0.000034757937,0.00012799779,0.00032260554,0.0000064165524],"category_scores_gemma":[0.000011032193,0.00027807904,0.00010191726,0.00017807256,0.000010559499,0.00016965043,0.0000117113,0.00017062879,0.0000052009523],"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":[0.0011803994,0.00013526331,0.001092259,0.017462472,0.0020112242,0.00002184117,0.13353805,0.47511807,0.28604054,0.000015966949,0.00013527319,0.083248615],"study_design_scores_gemma":[0.0006825591,0.00009302105,0.00027432718,0.00025827956,0.00016420131,0.0000010335871,0.04369756,0.9506081,0.0038567642,0.000035865345,0.000044048003,0.0002842562],"about_ca_topic_score_codex":0.012220573,"about_ca_topic_score_gemma":0.023179118,"teacher_disagreement_score":0.47549,"about_ca_system_score_codex":0.000112405985,"about_ca_system_score_gemma":0.000018708934,"threshold_uncertainty_score":0.99996716},"labels":[],"label_agreement":null},{"id":"W7028959492","doi":"","title":"Impacts of COVID-19 on Municipal Solid Waste Systems in Ontario, Canada: A Retrospective Reflection of Learnings from Municipalities","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Musculoskeletal Disorders and Rehabilitation","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":"University of Waterloo","funders":"","keywords":"Context (archaeology); Municipal solid waste; Pandemic; Tonnage; Cleaner production; Solid waste management; Waste collection; Resource (disambiguation)","score_opus":0.017259519822742382,"score_gpt":0.2570984916119266,"score_spread":0.23983897178918423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028959492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99815863,0.00015311089,3.1193827e-7,0.00025372105,0.0003719485,0.00058533525,0.000104592225,0.00002284584,0.00034948156],"genre_scores_gemma":[0.8755832,0.00009612998,0.000028017634,0.000008007961,0.00001584061,0.0000014466625,0.001121024,0.000027356811,0.12311903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983393,0.00015192076,0.0003489316,0.00035318753,0.00056542887,0.00024121458],"domain_scores_gemma":[0.99845004,0.00014090976,0.00064976374,0.0003515458,0.00026277552,0.00014499135],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025112942,0.00023926595,0.00095784484,0.0005971015,0.0000827644,0.000004365813,0.00015917767,0.0003373983,0.00014050546],"category_scores_gemma":[0.00021912785,0.00025550288,0.0002135788,0.00035388078,0.00011989928,0.00008106748,0.000034602617,0.00048746975,0.0000020936786],"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":[0.004064081,0.00028187342,0.045563556,0.005378732,0.00062513596,0.00006285828,0.9291609,0.0028912737,0.010384778,0.00029364642,0.0011843046,0.000108888125],"study_design_scores_gemma":[0.0015147597,0.0009075178,0.3082124,0.0016497048,0.0002012271,5.756695e-7,0.68661654,0.00029123144,0.00028854204,0.000088640976,0.000060357754,0.0001684955],"about_ca_topic_score_codex":0.9999101,"about_ca_topic_score_gemma":0.99994427,"teacher_disagreement_score":0.26264885,"about_ca_system_score_codex":0.0016621043,"about_ca_system_score_gemma":0.001655166,"threshold_uncertainty_score":0.99998975},"labels":[],"label_agreement":null},{"id":"W7028974495","doi":"","title":"The Health Consequences of Persistent Overqualification Among Immigrants in Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Physics and Engineering Research Articles","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":"Regional Municipality of Waterloo","funders":"","keywords":"Immigration; Mental health; Distress; Life satisfaction; Psychological distress; Longitudinal study; Longitudinal data; Mental distress","score_opus":0.011764923946084064,"score_gpt":0.19886794084000253,"score_spread":0.18710301689391848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028974495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991829,0.0003039835,7.744282e-7,0.00020282141,0.00012521063,0.00010248507,0.00003258172,0.000020105734,0.000029180605],"genre_scores_gemma":[0.9949111,0.00087189116,0.000012706573,6.7531863e-7,0.0000039504457,4.911065e-7,0.00006319016,0.000011547421,0.0041244756],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99939924,0.000019312944,0.000101278936,0.00008458593,0.00020466321,0.00019088907],"domain_scores_gemma":[0.99967384,0.000049757484,0.00005808733,0.00012877795,0.000039817634,0.000049713326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011657808,0.00007872971,0.0001667429,0.00007711691,0.000059412134,0.0000057216434,0.00018244222,0.00003186076,0.0000029845564],"category_scores_gemma":[0.000007611747,0.00007885653,0.000063711705,0.00017027918,0.00004474841,0.000048793998,0.000010333099,0.00011171355,0.0000023275315],"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":[0.00037249492,0.0001095037,0.025620395,0.008758627,0.0016502752,0.000094396644,0.45993483,0.33615673,0.08737283,0.0009804758,0.01585962,0.063089795],"study_design_scores_gemma":[0.0003994135,0.00007952371,0.28198496,0.0007379872,0.000030347212,3.1993486e-7,0.6496179,0.062387493,0.0041524433,0.00022509192,0.000071039016,0.0003134619],"about_ca_topic_score_codex":0.98725057,"about_ca_topic_score_gemma":0.9966105,"teacher_disagreement_score":0.27376923,"about_ca_system_score_codex":0.0002565691,"about_ca_system_score_gemma":0.00027515923,"threshold_uncertainty_score":0.3215676},"labels":[],"label_agreement":null},{"id":"W7029018652","doi":"","title":"Hardware Design and Implementation of an Electromagnetic Levitation System in an Additive Manufacturing Environment","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Global Financial Regulation and Crises","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":"Levitation; Enclosure; Magnetic levitation; Electromagnetic coil; Electromagnetic suspension; Concentric; Software; Inductance; Magnet","score_opus":0.012224894030395691,"score_gpt":0.19891963236741333,"score_spread":0.18669473833701763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029018652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99888676,0.00016885014,0.000080424004,0.00002197085,0.000061323444,0.00038185515,0.00025467036,0.000011220356,0.00013292716],"genre_scores_gemma":[0.99267566,0.0001515043,0.0015417759,0.0000028069974,0.0000072347957,0.0000033102574,0.0012647329,0.000014519211,0.004338432],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992105,0.00005311664,0.00022411061,0.00030761212,0.00006740137,0.00013725406],"domain_scores_gemma":[0.99934036,0.000012992069,0.00044855147,0.000135352,0.00001857544,0.000044176217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017578174,0.00012651047,0.0003144258,0.00032927975,0.000094851486,0.000012695598,0.0001236568,0.000091520116,0.00060378935],"category_scores_gemma":[0.0000024208462,0.00019073219,0.00004800543,0.00007267188,0.00002329931,0.00031144347,0.00002076371,0.00008350636,0.0000067519672],"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":[0.0021520942,0.0008783902,0.009784383,0.0030730541,0.00036860452,0.00011971336,0.7411966,0.006837903,0.009502432,0.08375768,0.00038128425,0.14194787],"study_design_scores_gemma":[0.0014336053,0.0012571458,0.51514393,0.00007769406,0.00006211559,0.0000018734565,0.47131717,0.0013732875,0.0067730225,0.001411788,0.00070487673,0.00044352296],"about_ca_topic_score_codex":0.015729679,"about_ca_topic_score_gemma":0.011039964,"teacher_disagreement_score":0.50535953,"about_ca_system_score_codex":0.00021676047,"about_ca_system_score_gemma":0.000021981034,"threshold_uncertainty_score":0.99082464},"labels":[],"label_agreement":null},{"id":"W7029046129","doi":"","title":"Improvements to Many-Sorted Finite Model Finding using SMT Solvers","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Formal Methods in Verification","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":"Blackberry (Canada)","funders":"","keywords":"Undecidable problem; Correctness; Decidability; Satisfiability; Boolean satisfiability problem; Integer (computer science); Satisfiability modulo theories; Model checking; Modulo","score_opus":0.04870011054934035,"score_gpt":0.2774841647500175,"score_spread":0.22878405420067718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029046129","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":[0.7818536,0.0000060818506,0.21627147,0.00008519426,0.00089664815,0.00040552483,0.00002446131,0.00021941433,0.0002375811],"genre_scores_gemma":[0.014147823,0.000027617722,0.7105491,0.000041405587,0.000027693048,0.0000014134797,0.00019156568,0.0000504195,0.27496293],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99819434,0.00006274509,0.00020140123,0.00063482666,0.00048990804,0.0004167985],"domain_scores_gemma":[0.998516,0.000037728078,0.00037311856,0.00071648986,0.00021272144,0.00014388992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003720358,0.00027306427,0.00035606668,0.0007494914,0.00031341394,0.00006878388,0.0014375894,0.00027759757,0.000016265367],"category_scores_gemma":[0.000046231642,0.00036044844,0.00016035515,0.0007765049,0.00003341322,0.0007123644,0.00033105176,0.00025536807,0.000112311],"study_design_candidate":"simulation_or_modeling","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":[0.00045139773,0.000249022,0.00038173396,0.0014452836,0.0006225329,0.00013337519,0.62537557,0.15358563,0.15281723,0.013943248,0.0021810804,0.048813898],"study_design_scores_gemma":[0.00039134163,0.000091363516,0.0013059671,0.00024677665,0.00007857486,6.466712e-7,0.022076514,0.9685697,0.0062439465,0.0004539273,0.00006375096,0.0004774778],"about_ca_topic_score_codex":0.008575403,"about_ca_topic_score_gemma":0.002535481,"teacher_disagreement_score":0.8149841,"about_ca_system_score_codex":0.0002363788,"about_ca_system_score_gemma":0.00014908452,"threshold_uncertainty_score":0.9998847},"labels":[],"label_agreement":null},{"id":"W7029081725","doi":"","title":"Identification of Re-assessment Intervals to Support a Measurement Based Care (MBC) approach with the interRAI Community Mental Health (CMH) Assessment","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mental health; Identification (biology); Minimum Data Set; Life expectancy; Health care; Resource (disambiguation); Psychological intervention; Plan (archaeology)","score_opus":0.03181336716261877,"score_gpt":0.26974723862859334,"score_spread":0.23793387146597458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029081725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8629375,0.00014767362,0.1150966,0.015976952,0.00089778064,0.0030756285,0.00013761508,0.00055576995,0.0011744556],"genre_scores_gemma":[0.9460959,0.0000069775483,0.048538752,0.00009069911,0.000005171749,0.00001218057,0.00045023375,0.00002554954,0.004774574],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99653524,0.00081557035,0.00036869175,0.00053831196,0.0014242427,0.00031793033],"domain_scores_gemma":[0.99655575,0.000038459257,0.0011046706,0.0017044272,0.00050562667,0.00009104713],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002021003,0.00032196587,0.0005900912,0.00054067024,0.0010517165,0.000061729574,0.0038105894,0.00011421383,0.000039158538],"category_scores_gemma":[0.000012845945,0.00030377868,0.00019625023,0.0005386172,0.00016075531,0.00022531678,0.00083032565,0.00081644964,0.000002647546],"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":[0.00019934935,0.0009999194,0.00035298496,0.0017617219,0.00037192105,0.0000051038646,0.9464163,0.0016625506,0.0045636273,0.0013128814,0.021595102,0.020758502],"study_design_scores_gemma":[0.0009982742,0.0031921274,0.010311417,0.0004831313,0.000104481085,0.0000032478845,0.97364753,0.005018923,0.0022247983,0.00004736704,0.0033993162,0.00056935375],"about_ca_topic_score_codex":0.013183743,"about_ca_topic_score_gemma":0.035834976,"teacher_disagreement_score":0.08315833,"about_ca_system_score_codex":0.0022687213,"about_ca_system_score_gemma":0.0010448972,"threshold_uncertainty_score":0.9999414},"labels":[],"label_agreement":null},{"id":"W7029220946","doi":"","title":"Intra-annual and Long-term Dynamic Behaviour of Hubbard and Valerie Glaciers, Alaska","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; University of Waterloo; ArcticNet","keywords":"Glacier; Climate change; Global warming; Surge; Sea level rise; Glacier terminus; Seasonality","score_opus":0.02138190239594109,"score_gpt":0.22739435554139426,"score_spread":0.20601245314545316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029220946","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":[0.9962852,0.0014696982,4.261223e-7,0.0005620064,0.00084739906,0.0002225458,0.00019737313,0.00005156697,0.0003637933],"genre_scores_gemma":[0.3330987,0.0047218185,0.000025938421,0.000008769709,0.00011215617,8.4462636e-7,0.00029784234,0.000027007607,0.6617069],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898785,0.00004011337,0.00014667127,0.00038629616,0.00022136615,0.00021768897],"domain_scores_gemma":[0.99927783,0.000025817266,0.00021936824,0.00016410141,0.00021929553,0.00009356535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246351,0.00020304964,0.00046599217,0.00014234423,0.0005644396,0.000017049002,0.00011895967,0.00016505927,0.0001594405],"category_scores_gemma":[0.000008664329,0.00022226914,0.00011457156,0.0000571172,0.00044864268,0.00012408211,0.000054554926,0.0001878004,0.000007843783],"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":[0.00008433917,0.000058740876,0.0039137537,0.0013313527,0.00018979814,0.000013586441,0.9883068,3.279258e-7,0.000038419017,0.00019245468,0.0029802648,0.0028901622],"study_design_scores_gemma":[0.00036488002,0.00025743624,0.09414119,0.000107927495,0.00031508447,0.0000015261735,0.90226096,0.0000017258039,0.000018103688,0.000098966935,0.0021531377,0.00027902922],"about_ca_topic_score_codex":0.015038829,"about_ca_topic_score_gemma":0.17075957,"teacher_disagreement_score":0.6631865,"about_ca_system_score_codex":0.000088272696,"about_ca_system_score_gemma":0.000042140062,"threshold_uncertainty_score":0.9915201},"labels":[],"label_agreement":null},{"id":"W7029304789","doi":"","title":"Improving Spaces for Women First Responders: Investigating women’s occupational experiences using a comparative grounded theory","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Occupational Health and Performance","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":"Grounded theory; Constructivist grounded theory; Face (sociological concept); Diversity (politics); Inclusion (mineral); Promotion (chess); Negotiation; Mental health; Feminist theory","score_opus":0.08592165488449582,"score_gpt":0.3737655031116983,"score_spread":0.2878438482272025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029304789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667954,0.00010378581,0.00005272546,0.0001545909,0.0009312216,0.0013552561,0.0002655926,0.000064678396,0.0003925964],"genre_scores_gemma":[0.78579545,0.000025537545,0.003880618,0.00018259847,0.0002275962,0.0002373318,0.001356825,0.00004551967,0.2082485],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972364,0.0005036498,0.00041178503,0.0005061263,0.00052824937,0.00081379706],"domain_scores_gemma":[0.9968295,0.0010424975,0.0012243303,0.00024678794,0.00039473805,0.00026210808],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013057814,0.00031258346,0.00061737344,0.00045049164,0.0040756315,0.000019863193,0.00041864355,0.00031763077,0.0028356267],"category_scores_gemma":[0.00014307405,0.00035697196,0.00010903693,0.00035735627,0.00018065059,0.0005494297,0.0001179915,0.0006506037,0.000016861006],"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":[0.004050546,0.000048565227,0.0037203075,0.002531997,0.00007065432,0.0000018744944,0.9873748,0.00014671386,0.000201261,0.0010585878,0.0005439447,0.00025075534],"study_design_scores_gemma":[0.0012181582,0.00034698672,0.008164175,0.0003380201,0.000028730576,4.6446831e-7,0.9832393,0.0032910227,0.000032382624,0.0009574448,0.0020385422,0.00034478417],"about_ca_topic_score_codex":0.018561712,"about_ca_topic_score_gemma":0.030132085,"teacher_disagreement_score":0.21088408,"about_ca_system_score_codex":0.0017006896,"about_ca_system_score_gemma":0.0020678958,"threshold_uncertainty_score":0.99988824},"labels":[],"label_agreement":null},{"id":"W7029309530","doi":"","title":"Impact of water activity on microbial growth in bentonite clay","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Spanish History and Politics","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":"Bentonite; Microorganism; Bacterial growth; Groundwater; Microcosm; Salinity; Microbial population biology; Snowball Earth","score_opus":0.01879895101899888,"score_gpt":0.21553409940496018,"score_spread":0.1967351483859613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029309530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99203426,0.000006952208,3.8208324e-8,0.000071062066,0.0006208371,0.00014839781,0.0002556774,0.000033747936,0.0068290043],"genre_scores_gemma":[0.6089757,0.000016171878,0.0000033213098,0.000003810227,0.00006351748,1.5554448e-7,0.0003745499,0.000020061667,0.3905427],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99914837,0.0000602907,0.000115560375,0.00022641684,0.00016612008,0.00028321793],"domain_scores_gemma":[0.9994438,0.000033913388,0.00015446245,0.0001783962,0.00013520129,0.00005417699],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008827212,0.00021599696,0.00040845867,0.0004872988,0.00015585174,0.00001751097,0.00023221743,0.0001904895,0.0014923499],"category_scores_gemma":[0.0000048225243,0.00020236416,0.00029715145,0.00004405708,0.00016012933,0.00016399143,0.0000301318,0.00026809034,0.00017783148],"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":[0.00091248594,0.00030499624,0.0006763938,0.00048324832,0.00022104038,0.00005135127,0.97264564,0.000023140921,0.015907258,0.003260525,0.005298417,0.00021549119],"study_design_scores_gemma":[0.007527672,0.004789904,0.14817604,0.0027309712,0.0012399909,0.0000044487592,0.69467837,0.00008656014,0.11706697,0.0025901846,0.017531423,0.003577484],"about_ca_topic_score_codex":0.1935429,"about_ca_topic_score_gemma":0.23560062,"teacher_disagreement_score":0.38371366,"about_ca_system_score_codex":0.00017797467,"about_ca_system_score_gemma":0.00007167593,"threshold_uncertainty_score":0.9994204},"labels":[],"label_agreement":null},{"id":"W7029338642","doi":"","title":"Integrating Gender, Health, Mining, and Governance in Zambia and Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mining and Resource 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":"Empowerment; Corporate governance; Poverty; Politics; Work (physics); Intersectionality; Optimism; Sustainable development; Sustainability","score_opus":0.00639131228182634,"score_gpt":0.17115512502738497,"score_spread":0.16476381274555862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029338642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995159,0.0022848784,0.0000027975454,0.00017940406,0.00015447702,0.00007398478,0.000013815788,0.00002040623,0.0021112838],"genre_scores_gemma":[0.704264,0.0033172485,0.0024077597,0.000032298118,0.000026969135,5.038216e-7,0.00022022426,0.00004301585,0.28968796],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99941677,0.000019872434,0.00008790988,0.00018536997,0.0001228239,0.00016727704],"domain_scores_gemma":[0.9997358,0.000015557709,0.000072972354,0.0000985004,0.000017052736,0.000060116567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065361484,0.00013378878,0.0002590596,0.0000633637,0.00006498209,0.00001294455,0.000078183686,0.00008256128,0.0000297597],"category_scores_gemma":[0.0000057555203,0.00016640149,0.000018888148,0.00006858042,0.0000169046,0.000032437965,0.00003214857,0.00014404958,1.9764111e-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":[0.000051230058,0.000034800127,0.012091119,0.0079777045,0.0003235587,0.00047951337,0.85166156,0.0016932887,0.00040882028,0.00034258357,0.040646568,0.08428924],"study_design_scores_gemma":[0.00062914746,0.000040663268,0.054531526,0.0012546644,0.00004115053,0.0000048319885,0.9294686,0.0063165333,0.000084728956,0.0000050992344,0.00721013,0.0004129686],"about_ca_topic_score_codex":0.8975184,"about_ca_topic_score_gemma":0.99453926,"teacher_disagreement_score":0.29089493,"about_ca_system_score_codex":0.0001195044,"about_ca_system_score_gemma":0.00007821034,"threshold_uncertainty_score":0.67856556},"labels":[],"label_agreement":null},{"id":"W7029420079","doi":"","title":"Investigating the Commitment to Official Plan Monitoring and Evaluation in Ontario’s Mid-Sized Cities","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pleistocene-Era Hominins and Archaeology","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); Monitoring and evaluation; Relevance (law); Sample (material); Best practice; Strategic planning","score_opus":0.039144173296841014,"score_gpt":0.2676248049294708,"score_spread":0.22848063163262983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029420079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962025,0.00008409477,4.1630446e-7,0.001991361,0.00045593298,0.00040096737,0.0000065636514,0.000011052236,0.00084706006],"genre_scores_gemma":[0.9440518,0.000051465016,0.0006745343,0.000016959819,0.000073662275,0.0000025356103,0.000106815096,0.0000071876298,0.055015028],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987903,0.00030695458,0.00010733491,0.00022302404,0.00036175587,0.00021062107],"domain_scores_gemma":[0.9994497,0.00010944984,0.00013151196,0.00011092499,0.00012290763,0.000075516524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006270538,0.00011464637,0.00024926665,0.00013872406,0.0005280374,0.000025465572,0.00021825529,0.00015345475,0.00009565294],"category_scores_gemma":[0.00006960352,0.00012134415,0.000045002686,0.00014074518,0.00020134934,0.00009237789,0.000078138524,0.00022342773,0.0000018464095],"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":[0.000039256476,0.000014864092,0.11151939,0.000020663689,0.00002393463,0.000006882641,0.88577175,0.00006526775,0.0005305179,0.00027847683,0.00006057929,0.0016684141],"study_design_scores_gemma":[0.00032852573,0.00003236603,0.37726897,0.00015942845,0.000041481788,1.922484e-7,0.62114567,0.000019663157,0.00031032285,0.00027284186,0.00031394244,0.00010660928],"about_ca_topic_score_codex":0.6726822,"about_ca_topic_score_gemma":0.9980713,"teacher_disagreement_score":0.32538906,"about_ca_system_score_codex":0.0003220405,"about_ca_system_score_gemma":0.00068650645,"threshold_uncertainty_score":0.4948271},"labels":[],"label_agreement":null},{"id":"W7029465272","doi":"","title":"Investigation of Crystal Structures and Ultra-Low Thermal Conductivities in Novel Group 14 and 15 Chalcogenides","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Thermoelectric Materials and Devices","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":"University of Waterloo","funders":"","keywords":"Triclinic crystal system; Thermoelectric effect; Crystal structure; Thermal conductivity; Group (periodic table); Thermoelectric materials; Phase (matter); Synchrotron","score_opus":0.013949789237761242,"score_gpt":0.2030557951446471,"score_spread":0.18910600590688587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029465272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999203,0.00022429765,0.0000037565958,0.000035095374,0.0001898515,0.00018984544,0.00009054806,0.000030950403,0.000032635213],"genre_scores_gemma":[0.99492073,0.00011231252,0.0005694661,0.00000408328,0.000025212532,6.818499e-7,0.000108053624,0.000018642939,0.004240789],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991238,0.000066148794,0.00015340695,0.00030125782,0.00017710873,0.00017824236],"domain_scores_gemma":[0.9993814,0.000076060314,0.00031515912,0.00011444822,0.00006508181,0.0000478357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018759123,0.00018372285,0.0004038592,0.00021257876,0.000097939665,0.000024137495,0.00013333997,0.00017502796,0.00006863499],"category_scores_gemma":[0.000019393749,0.00018841714,0.000033320826,0.00012027746,0.00018974306,0.00031091293,0.00003555848,0.00009394814,0.0000013314303],"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":[0.00015772745,0.000007684838,0.00041526882,0.0006405528,0.000015125946,0.000004668823,0.059284337,0.000017182021,0.9389701,0.00031100726,0.0000048762486,0.0001714705],"study_design_scores_gemma":[0.0007184209,0.00013512747,0.054514702,0.00026927915,0.000052884792,0.0000034946975,0.09311865,0.000032909666,0.8494932,0.0013804903,0.0000035593212,0.0002772549],"about_ca_topic_score_codex":0.014730932,"about_ca_topic_score_gemma":0.026071487,"teacher_disagreement_score":0.089476876,"about_ca_system_score_codex":0.000020650024,"about_ca_system_score_gemma":0.0000450402,"threshold_uncertainty_score":0.99183005},"labels":[],"label_agreement":null},{"id":"W7029523656","doi":"","title":"Joint Compression and Digital Watermarking:&#13;\\nInformation-Theoretic Study and Algorithms Development","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electromagnetic Launch and Propulsion Technology","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 Waterloo","keywords":"Digital watermarking; Watermark; Decoding methods; Entropy (arrow of time); Data compression; Distortion (music); Information hiding; Joint (building); Coding (social sciences); Information theory","score_opus":0.005167303330731063,"score_gpt":0.18030657030264394,"score_spread":0.17513926697191287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029523656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984018,0.00026745803,0.00008048318,0.00003107454,0.00010597681,0.00031432055,0.000008801591,0.0001474554,0.0006426328],"genre_scores_gemma":[0.9745305,0.0002624875,0.0015120835,0.000002582459,0.000010316852,8.8539923e-7,0.0003439077,0.00002550815,0.023311686],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9992071,0.000011657147,0.00017618532,0.00019064141,0.00018261536,0.00023183381],"domain_scores_gemma":[0.9996105,0.00001732404,0.000087154855,0.00014199062,0.00005826654,0.00008478965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010825396,0.00021835079,0.00031224702,0.0003218551,0.00013912944,0.00003538973,0.00013090484,0.00023405578,0.000056614754],"category_scores_gemma":[0.0000045834986,0.00021946762,0.00002850939,0.00008918482,0.000069835056,0.00017032438,0.000067742134,0.00023521233,0.000011969623],"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":[0.0002232369,0.00017672083,0.0026365232,0.0018936899,0.00035843698,0.000117510775,0.283486,0.0000376682,0.0064444076,0.000057900073,0.00095205975,0.70361584],"study_design_scores_gemma":[0.01019445,0.003848568,0.15993214,0.002132084,0.0006776794,0.00016466598,0.6781825,0.018259112,0.11127024,0.0018979533,0.009189551,0.004251055],"about_ca_topic_score_codex":0.00041091043,"about_ca_topic_score_gemma":0.0015585173,"teacher_disagreement_score":0.6993648,"about_ca_system_score_codex":0.000038935435,"about_ca_system_score_gemma":0.000017364504,"threshold_uncertainty_score":0.894963},"labels":[],"label_agreement":null},{"id":"W7029680976","doi":"","title":"Life After Harm: Exploring the Impact of a Restorative Justice Peer Support Group for People Who Have Sexually Offended","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Restorative justice; Accountability; Economic Justice; Grassroots; Feeling; Harm; Ethos; Peer group","score_opus":0.04991808217941617,"score_gpt":0.3087570952734216,"score_spread":0.2588390130940054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029680976","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":[0.9696797,0.00009707676,0.000053218762,0.0008404328,0.025528833,0.0012231208,0.000781083,0.00011229494,0.0016842107],"genre_scores_gemma":[0.4328278,0.000048237653,0.00047934017,0.000059347392,0.0009161977,0.000057459216,0.0018022769,0.00021848746,0.5635909],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970234,0.00024041068,0.00045245845,0.0008548534,0.0006765596,0.00075233495],"domain_scores_gemma":[0.9967839,0.000393631,0.00093827135,0.00095375034,0.00062550267,0.00030490442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00069000403,0.0006086618,0.0011459963,0.0006431215,0.0003075385,0.000037884824,0.0008916982,0.00044513363,0.0006099353],"category_scores_gemma":[0.00019544248,0.000563989,0.0006821044,0.0005174407,0.00019432169,0.00038396128,0.000115822106,0.00058608013,0.00014534798],"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":[0.0052797412,0.00023362627,0.0018785081,0.0005901302,0.0013054647,0.000048430127,0.6093249,0.000029572111,0.00045317638,0.00028350856,0.3799254,0.00064756034],"study_design_scores_gemma":[0.0022417633,0.0015601789,0.18934642,0.0003005259,0.0010494178,0.000006748201,0.80354834,0.00008166677,0.00005389757,0.00019305335,0.0009887025,0.00062928273],"about_ca_topic_score_codex":0.031425044,"about_ca_topic_score_gemma":0.05181538,"teacher_disagreement_score":0.56190664,"about_ca_system_score_codex":0.0002026801,"about_ca_system_score_gemma":0.0003260351,"threshold_uncertainty_score":0.9996812},"labels":[],"label_agreement":null},{"id":"W7029709828","doi":"","title":"Laser Welding of Porcine Skeletal Muscle Tissue Using Near Infra-red Irradiation with Gold Nanorod Biosolders","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Laser Applications in Dentistry and 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":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Skeletal muscle; Welding; Laser; Laser beam welding; Nanorod; Muscle tissue; Irradiation; Laser power scaling","score_opus":0.009836234237771945,"score_gpt":0.2360016589215858,"score_spread":0.22616542468381387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029709828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974039,0.0001832934,0.00004013988,0.0006530803,0.00031960336,0.00054100715,0.00004602303,0.000062454674,0.00075049215],"genre_scores_gemma":[0.75951225,0.00011265229,0.0048826975,0.000020267344,0.00011837243,0.0000011968216,0.0015427145,0.00005185012,0.23375802],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99874,0.000023941855,0.00021875008,0.00039744322,0.00039875167,0.00022109854],"domain_scores_gemma":[0.99887,0.000022685297,0.00031844765,0.0004067022,0.00025085022,0.0001312827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012275283,0.00025440176,0.00055458356,0.00033249197,0.000105976374,0.000011969897,0.00016662257,0.0002977897,0.00028041628],"category_scores_gemma":[0.00001441223,0.0002493297,0.00012125839,0.0005278572,0.00016820522,0.00015818178,0.00003630284,0.00030443832,0.000025158222],"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":[0.0023499734,0.0014189527,0.0042757974,0.021047408,0.0034396122,0.0017450015,0.23718497,0.0019817832,0.6673959,0.0002903162,0.019142454,0.039727826],"study_design_scores_gemma":[0.018546227,0.004404787,0.08865946,0.017898854,0.017813563,0.0003856007,0.51195025,0.010011696,0.28721106,0.00018228171,0.04026485,0.0026714122],"about_ca_topic_score_codex":0.006650869,"about_ca_topic_score_gemma":0.0031043638,"teacher_disagreement_score":0.38018486,"about_ca_system_score_codex":0.00011873165,"about_ca_system_score_gemma":0.00022799449,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W7029738615","doi":"","title":"Laconic Evaluation of Branching Programs from the Diffie-Hellman Assumption","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptography and Data Security","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":"Blackberry (Canada)","funders":"","keywords":"Communication source; Oblivious transfer; Cryptography; Secure multi-party computation; Protocol (science); Branching (polymer chemistry); Cryptographic primitive; Computation; Intersection (aeronautics)","score_opus":0.020230832863874493,"score_gpt":0.23301674860310756,"score_spread":0.21278591573923306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029738615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586993,0.0011055724,0.0010329093,0.00044491395,0.00073681085,0.00043184918,0.00006714687,0.00008675969,0.00022411242],"genre_scores_gemma":[0.9883997,0.00029928394,0.00446021,0.000014440832,0.00009626655,0.0000021158291,0.0025803305,0.00002093589,0.0041267253],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982464,0.00020114073,0.00015762275,0.0004590882,0.0007566819,0.00017908672],"domain_scores_gemma":[0.99864095,0.00007316808,0.00029974838,0.0006847917,0.00025552942,0.00004583042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006662016,0.00018932873,0.00027213234,0.00017959764,0.00016985483,0.00008923225,0.0011025155,0.00021109682,0.00007491015],"category_scores_gemma":[0.000014300501,0.00017163849,0.00025309244,0.0004260082,0.00007606438,0.0005043243,0.00016642088,0.00031591975,0.000032343796],"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":[0.00015858111,0.00038670955,0.0015083222,0.0007686552,0.00072402705,0.0000154076,0.6790805,0.000113502894,0.0071067945,0.021149307,0.0029690457,0.28601915],"study_design_scores_gemma":[0.0056545665,0.0009420286,0.22801912,0.0059266645,0.0057985927,0.000007669771,0.4162906,0.16585204,0.008124888,0.15271361,0.007871101,0.0027991042],"about_ca_topic_score_codex":0.026710972,"about_ca_topic_score_gemma":0.08329142,"teacher_disagreement_score":0.28322005,"about_ca_system_score_codex":0.000051608407,"about_ca_system_score_gemma":0.000119387856,"threshold_uncertainty_score":0.97977024},"labels":[],"label_agreement":null},{"id":"W7029818958","doi":"","title":"Low-Frequency Acoustic Source Detection and Localization","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pacific and Southeast Asian 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":"University of Waterloo","funders":"University of Waterloo","keywords":"Deep learning; Context (archaeology); Microphone; Beamforming; Artificial neural network; Acoustic source localization; Microphone array; Set (abstract data type); Deep neural networks","score_opus":0.0077848638928459625,"score_gpt":0.21447556903551718,"score_spread":0.2066907051426712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029818958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798861,0.00074489904,0.0011730414,0.00029860256,0.0007701005,0.0002853453,0.00002036537,0.00016715702,0.016654376],"genre_scores_gemma":[0.6389153,0.00032918237,0.00003729012,0.0000027233239,0.0000573417,2.6637454e-7,0.000030354127,0.000011177814,0.36061636],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99914354,0.000075252225,0.00007654456,0.0002600015,0.0002561376,0.00018850864],"domain_scores_gemma":[0.9995827,0.000022198827,0.000103990336,0.00009567916,0.00012154609,0.00007389875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001575824,0.00013524058,0.00021874417,0.00018101437,0.00063015247,0.000034868255,0.00011680356,0.00026100976,0.00006851431],"category_scores_gemma":[0.000028662538,0.00015806669,0.00007666822,0.00023282037,0.00023856833,0.00013364453,0.000024640885,0.00015562974,0.000069169386],"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":[0.000048455855,0.000018230052,0.00021825965,0.00036675113,0.00008173524,0.00001251566,0.98984295,0.000029452682,0.0006828365,0.00037214177,0.00030909735,0.008017548],"study_design_scores_gemma":[0.00012185306,0.000032737757,0.0005380826,0.00022054517,0.00019808716,4.9771745e-7,0.99624014,0.00026328696,0.00009773949,0.0007005864,0.001401972,0.00018447712],"about_ca_topic_score_codex":0.040260084,"about_ca_topic_score_gemma":0.288971,"teacher_disagreement_score":0.34396198,"about_ca_system_score_codex":0.00008291059,"about_ca_system_score_gemma":0.00008376301,"threshold_uncertainty_score":0.9661309},"labels":[],"label_agreement":null},{"id":"W7029835689","doi":"","title":"Key Principles for Indigenous and non-Indigenous Collaborative Impact Assessment in Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental and Social Impact Assessments","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":"Indigenous; General partnership; Scope (computer science); Resource (disambiguation); Traditional knowledge; Impact assessment","score_opus":0.00637453329265308,"score_gpt":0.2314534063684322,"score_spread":0.22507887307577912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029835689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972713,0.00005002208,0.0000023693435,0.000056227287,0.00014347576,0.0011237857,0.00044197627,0.0000071797435,0.00090365106],"genre_scores_gemma":[0.9377342,0.00021812899,0.00079723133,0.000018386248,0.000009390401,0.000008587595,0.00085575227,0.000029536623,0.060328785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984868,0.00007046956,0.00016745602,0.00039022102,0.0004630331,0.0004220013],"domain_scores_gemma":[0.99929315,0.00004601735,0.0003188394,0.0001764522,0.000011803299,0.000153739],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016411903,0.00027281337,0.00044185497,0.00008805592,0.00045955827,0.000018911594,0.00032054007,0.00012668571,0.0013271507],"category_scores_gemma":[0.000004238206,0.00030971988,0.00008463387,0.00022546043,0.0000812789,0.00021795466,0.00017893067,0.00027409542,0.00000413118],"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":[0.00021429895,0.00021395217,0.50028896,0.00011744966,0.00015285557,0.000083431936,0.49215558,0.0019210931,0.002187147,0.0000028955653,0.00033518704,0.002327123],"study_design_scores_gemma":[0.00062511774,0.00028067143,0.71765625,0.000022793507,0.000052979784,8.475585e-7,0.28032506,0.00008811587,0.00014084214,0.000027225777,0.0004980058,0.00028210672],"about_ca_topic_score_codex":0.98996055,"about_ca_topic_score_gemma":0.9971914,"teacher_disagreement_score":0.21736726,"about_ca_system_score_codex":0.0046334085,"about_ca_system_score_gemma":0.001004582,"threshold_uncertainty_score":0.9999355},"labels":[],"label_agreement":null},{"id":"W7029878284","doi":"","title":"Leisure Satisfaction and Life Satisfaction: Examining the Mediating Roles of Self-Rated Physical Health and Mental Health","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Recreation, Leisure, Wilderness Management","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":"University of Waterloo","keywords":"Life satisfaction; Leisure satisfaction; Mental health; Psychological intervention; Physical health; Association (psychology); Path analysis (statistics); Explanatory model","score_opus":0.014632521616162991,"score_gpt":0.26318918341892605,"score_spread":0.24855666180276306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029878284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938841,0.0016932331,0.000007445555,0.0028842757,0.00055396464,0.0006554402,0.000053325355,0.000091302085,0.00017694615],"genre_scores_gemma":[0.98574126,0.0013626764,0.00031475237,0.000017426251,0.00010312707,0.0000030343604,0.0005260263,0.000041276144,0.011890448],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983685,0.0002852172,0.0002562897,0.0004882444,0.00034689633,0.00025482537],"domain_scores_gemma":[0.9987418,0.000088894805,0.000692972,0.00024574128,0.000078226294,0.00015234035],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036418176,0.00026628736,0.00059293245,0.0002463993,0.00037460032,0.00003582775,0.000105263636,0.00016523463,0.00005820027],"category_scores_gemma":[0.0000075386934,0.0002559724,0.00006856681,0.00022338651,0.00010163448,0.00017946602,0.00006149611,0.00032497858,0.000010427383],"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":[0.0001657523,0.000062943596,0.28476834,0.0014992577,0.0006987016,0.000004556447,0.66293883,0.000015361516,0.00010323037,0.0010005693,0.0025511798,0.046191264],"study_design_scores_gemma":[0.0004975211,0.0002914095,0.6007957,0.00023947888,0.00011548685,0.00000340396,0.39737612,0.0002801748,0.000010257951,0.000054480188,0.00018888304,0.00014710656],"about_ca_topic_score_codex":0.075669326,"about_ca_topic_score_gemma":0.07718581,"teacher_disagreement_score":0.31602734,"about_ca_system_score_codex":0.00013365597,"about_ca_system_score_gemma":0.00017128947,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W7029990504","doi":"","title":"The Maternal Health Literacy of South Asian Newcomer Mothers and Canadian-born Mothers","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fungal Biology 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":"Numeracy; Health literacy; Thematic analysis; Narrative; Focus group; Literacy; Comprehension; Sociocultural evolution","score_opus":0.009766899892845491,"score_gpt":0.2392954970679342,"score_spread":0.22952859717508872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029990504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98969156,0.00021661572,0.0000011408827,0.008980368,0.00011058889,0.00030935893,0.00014782684,0.000022530947,0.0005200043],"genre_scores_gemma":[0.516913,0.00045787022,0.0003167287,0.000119489014,0.000031530486,0.0000010027048,0.0004186647,0.000030108746,0.48171163],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99931544,0.000036762172,0.000115047216,0.00020073025,0.00010521176,0.00022680919],"domain_scores_gemma":[0.9992685,0.000031816402,0.00020111175,0.00023272922,0.000084418294,0.00018147957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012109721,0.00013011246,0.0002908373,0.00019035659,0.00025551568,0.000007865738,0.00015352863,0.00017921114,0.000071083385],"category_scores_gemma":[0.0000075207463,0.00011152355,0.00008278219,0.00014777569,0.00015362608,0.00003380643,0.000014396065,0.00019976732,0.00003484953],"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":[0.0012354536,0.000085677915,0.07499037,0.0017564442,0.0011793947,0.00006006196,0.82848495,0.000008782803,0.0039762673,0.0014149778,0.011345158,0.075462446],"study_design_scores_gemma":[0.0011146363,0.00032734184,0.59217846,0.0006064751,0.00023373662,0.000008966133,0.39851725,0.000079820136,0.00049763,0.00019562773,0.0059847753,0.00025527694],"about_ca_topic_score_codex":0.53230816,"about_ca_topic_score_gemma":0.52668494,"teacher_disagreement_score":0.5171881,"about_ca_system_score_codex":0.00006365738,"about_ca_system_score_gemma":0.00027510757,"threshold_uncertainty_score":0.48195186},"labels":[],"label_agreement":null},{"id":"W7030003693","doi":"","title":"Microplastics pollution: what can we learn from stormwater pond sediments?","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Proteogenomics; Diafiltration; Fusible alloy; TSG101; Nucleofection; Articular cartilage damage","score_opus":0.012498116069054823,"score_gpt":0.1919749715988664,"score_spread":0.17947685552981157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030003693","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":[0.846262,0.0077496544,0.00010815289,0.029932568,0.017698148,0.004568037,0.042578734,0.013543103,0.03755964],"genre_scores_gemma":[0.00093552,0.0012584114,0.0010233124,0.00003687551,0.00031392268,3.9043857e-7,0.0005318129,0.0017218004,0.99417794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973237,0.00016075271,0.00017516458,0.00088309014,0.000716318,0.00074098946],"domain_scores_gemma":[0.9981492,0.000046455298,0.0005012284,0.0008945606,0.00010629047,0.0003022721],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013184971,0.0006458263,0.00083786686,0.0010565324,0.00021089769,0.000092009526,0.00082648103,0.0007607868,0.009020017],"category_scores_gemma":[0.0000112630305,0.00076023064,0.0002977528,0.00048030826,0.0005009978,0.00043821378,0.0005414996,0.0005040812,0.02111334],"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":[0.00017579134,0.00012808107,0.00041064507,0.00012705642,0.0011312531,0.00043858163,0.049717028,0.000045477223,0.0069862334,0.00002600597,0.93982726,0.0009865774],"study_design_scores_gemma":[0.0026460418,0.00016459721,0.0005964703,0.0018207399,0.0008462508,0.000007713042,0.1219476,0.00005130845,0.0010917933,0.00006714428,0.8694485,0.0013118306],"about_ca_topic_score_codex":0.26862612,"about_ca_topic_score_gemma":0.4270565,"teacher_disagreement_score":0.9566183,"about_ca_system_score_codex":0.0005787324,"about_ca_system_score_gemma":0.00014511525,"threshold_uncertainty_score":0.9994849},"labels":[],"label_agreement":null},{"id":"W7030114063","doi":"","title":"Making Home for Vancouverites: An Incremental Approach to Vancouver's Missing Middle and Affordability Challenge","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Zoning; Stock (firearms); Subdivision; Renting; Affordable housing; Rental housing; Urban planning; Single-family detached home; Land use","score_opus":0.04431190090165572,"score_gpt":0.22405458873553394,"score_spread":0.17974268783387823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030114063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98570895,0.001132581,0.0003408171,0.00012867394,0.0011917871,0.00067984726,0.00046474332,0.00007848725,0.010274121],"genre_scores_gemma":[0.8530453,0.00029963432,0.021245683,0.00005875409,0.00017916829,0.000007303427,0.00047867617,0.00011315285,0.12457234],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983455,0.00001670609,0.000302235,0.00087423314,0.00007457766,0.00038678356],"domain_scores_gemma":[0.99908036,0.000023296903,0.00032899936,0.00036736415,0.00006406268,0.00013592702],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003375899,0.00032369743,0.00074265565,0.0004632603,0.00028429343,0.00007340544,0.00032389042,0.00032994823,0.000047459547],"category_scores_gemma":[0.0000058002465,0.00044003123,0.00020281314,0.00019860614,0.00007367567,0.00042519104,0.00008829172,0.00021569854,0.000020332815],"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":[0.00096690905,0.0009351352,0.0008376951,0.008596101,0.00047411316,0.000030847383,0.94133365,0.000119325414,0.00057534553,0.020817727,0.007444819,0.017868305],"study_design_scores_gemma":[0.005403392,0.0023588727,0.0094925715,0.0026907488,0.0005589439,0.000009571455,0.7436369,0.017309032,0.00057516026,0.030344993,0.1824295,0.0051902924],"about_ca_topic_score_codex":0.010400318,"about_ca_topic_score_gemma":0.06726278,"teacher_disagreement_score":0.19769676,"about_ca_system_score_codex":0.00020764192,"about_ca_system_score_gemma":0.000040929568,"threshold_uncertainty_score":0.99980515},"labels":[],"label_agreement":null},{"id":"W7030124653","doi":"","title":"Modelling Physical Mechanisms of Nodule Development in Phonotraumatic Vocal Hyperfunction using Computational Vocal Fold Models","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hyperfunction; Vocal folds; Phonation; Stiffness; Speech production; Articulatory phonetics; Electroglottograph","score_opus":0.061772968813701125,"score_gpt":0.1940836873778575,"score_spread":0.13231071856415638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030124653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869474,0.000014334325,0.012295844,0.000016831262,0.0002572609,0.00019887861,0.00006111015,0.000029334771,0.00017899476],"genre_scores_gemma":[0.9762133,0.0000063105595,0.019148417,0.0000043082487,0.000017689374,7.8842795e-8,0.0014196472,0.000006611973,0.003183675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880946,0.000050853174,0.0001824545,0.00032566764,0.0003968565,0.00023473245],"domain_scores_gemma":[0.99944764,0.000069741225,0.00021738869,0.000105565996,0.00008680424,0.00007285517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014724904,0.00019896888,0.00040822412,0.00037520402,0.00017449887,0.000013129251,0.0002313443,0.00019089894,0.00020292928],"category_scores_gemma":[0.000002374186,0.00023666362,0.00012979857,0.00026267435,0.000061215505,0.00031052862,0.000020305646,0.00019707513,0.00007317573],"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":[0.00023521626,0.000059558544,0.00094060594,0.00021854782,0.000069403875,0.000018040251,0.04418932,0.9515895,0.00005307475,0.000055507313,0.000013101032,0.0025581103],"study_design_scores_gemma":[0.00053239294,0.00006412858,0.005141271,0.00018481261,0.000072321556,0.0000014520185,0.04960435,0.94178104,0.0003342822,0.002040803,0.0000036725946,0.00023949599],"about_ca_topic_score_codex":0.06757443,"about_ca_topic_score_gemma":0.043074686,"teacher_disagreement_score":0.024499739,"about_ca_system_score_codex":0.00003549774,"about_ca_system_score_gemma":0.00014947458,"threshold_uncertainty_score":0.9743867},"labels":[],"label_agreement":null},{"id":"W7030204094","doi":"","title":"Machine Learning Model for Repurposing Drugs to Target Viral Diseases","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Computational Drug Discovery Methods","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":"University of Waterloo","funders":"","keywords":"Support vector machine; Repurposing; Random forest; Identification (biology); Drug repositioning; Model selection; Feature selection","score_opus":0.016071593953940456,"score_gpt":0.2539839004248775,"score_spread":0.23791230647093706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030204094","genre_codex":"empirical","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":[0.5123809,0.00022963657,0.48337686,0.0013258515,0.00086230336,0.0008851509,0.00023013556,0.00051110884,0.00019806325],"genre_scores_gemma":[0.015997598,0.000037886206,0.41527173,0.000055692526,0.00006839985,0.000004963856,0.0014797468,0.00006991405,0.56701404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99822754,0.000119714765,0.00017048331,0.0006883694,0.0004481897,0.0003456843],"domain_scores_gemma":[0.99870557,0.00024384377,0.00025117418,0.0003821716,0.00024859776,0.00016866747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029189163,0.00026895394,0.00042718288,0.0005120456,0.00036261798,0.00009037845,0.0010238161,0.00013472368,0.000009047205],"category_scores_gemma":[0.00009459689,0.00033898675,0.00029248293,0.0004175355,0.00002844995,0.00051081565,0.00032306253,0.00021667856,0.000033176704],"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":[0.00029109087,0.00007832871,0.00007996987,0.0004183398,0.00012632804,0.000035555215,0.169614,0.7980899,0.0005210893,0.005750747,0.0013772376,0.023617418],"study_design_scores_gemma":[0.00036971184,0.00009749898,0.00050496886,0.00014581099,0.00006700724,9.591197e-7,0.008482458,0.98016995,0.00020167796,0.009103956,0.00047778638,0.00037819272],"about_ca_topic_score_codex":0.0035845304,"about_ca_topic_score_gemma":0.0017028922,"teacher_disagreement_score":0.56681603,"about_ca_system_score_codex":0.00012458081,"about_ca_system_score_gemma":0.00022657971,"threshold_uncertainty_score":0.99990624},"labels":[],"label_agreement":null},{"id":"W7030204710","doi":"","title":"Mercury dynamics in the anadromous Arctic char (Salvelinus alpinus) and food webs of inner Frobisher Bay, Nunavut","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Biomagnification; Trophic level; Arctic; Mercury (programming language); Arctic char; Food web; Bioaccumulation; Zooplankton; Food chain; Fish migration","score_opus":0.008606921345059346,"score_gpt":0.20223563443979384,"score_spread":0.1936287130947345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030204710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99665046,0.00021079688,0.0000015149039,0.00072780234,0.00014368312,0.00029687898,0.00010798768,0.00001051089,0.0018503836],"genre_scores_gemma":[0.948299,0.0003584461,0.00012544321,0.000049104612,0.000008296132,0.000001674979,0.00028982965,0.000016596343,0.0508516],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882156,0.00011802687,0.00015957955,0.0002873769,0.00039391025,0.000219538],"domain_scores_gemma":[0.99936646,0.000056848865,0.00024841548,0.00025180992,0.0000229539,0.000053487984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025568422,0.0001988521,0.00034871226,0.00013841655,0.00019961136,0.000010676344,0.00037055401,0.00012686428,0.0018677597],"category_scores_gemma":[0.000018715755,0.00018723795,0.00009685503,0.00030704594,0.00022426657,0.000186003,0.00015894313,0.00028122118,0.00001643852],"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":[0.00029172067,0.00043813643,0.18469746,0.0007557059,0.00041638466,0.00009175966,0.795297,0.00024091567,0.0018837339,0.0006184603,0.007517476,0.007751221],"study_design_scores_gemma":[0.00087237405,0.0003888477,0.30908507,0.00010902947,0.00023149434,0.000011652731,0.68617475,0.00038940663,0.00011346016,0.0004049738,0.0017844186,0.00043450412],"about_ca_topic_score_codex":0.04105639,"about_ca_topic_score_gemma":0.38728178,"teacher_disagreement_score":0.34622538,"about_ca_system_score_codex":0.0002241203,"about_ca_system_score_gemma":0.000025915004,"threshold_uncertainty_score":0.99904466},"labels":[],"label_agreement":null},{"id":"W7030206040","doi":"","title":"Modelling Legacy Nitrogen Dynamics in the Transboundary Lake Erie Watershed","year":2023,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Global Water Futures","keywords":"Water quality; Watershed; Algal bloom; Nutrient pollution; Ecosystem; Aquatic ecosystem; Hydrology (agriculture); Structural basin; Agriculture; Nutrient","score_opus":0.011924754011327955,"score_gpt":0.17793454155231325,"score_spread":0.1660097875409853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030206040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99547964,0.0000035889582,0.00037785314,0.0030835774,0.000059358772,0.00016483707,0.000049845647,0.00006881614,0.0007124913],"genre_scores_gemma":[0.9892571,0.00004830624,0.00059351395,0.000049925933,0.000010264025,5.8832376e-7,0.00017891463,0.000013251359,0.009848146],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989386,0.000070359216,0.000096912176,0.00025535925,0.00029102332,0.00034772287],"domain_scores_gemma":[0.99960744,0.000029187713,0.00004243267,0.00025924266,0.000007180188,0.000054500382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821441,0.00012942219,0.00016077107,0.00009831531,0.00021041089,0.000031923068,0.00052510534,0.00007730142,0.0001481152],"category_scores_gemma":[0.0000017034743,0.000111685105,0.00009510594,0.0005316211,0.00026616987,0.0004343119,0.00014155159,0.00015070247,0.00028114245],"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":[0.0001953212,0.00019686838,0.5695043,0.00005808042,0.000043561267,0.00034045786,0.2246355,0.20038019,0.0001358081,0.00059080037,0.0015566584,0.0023624643],"study_design_scores_gemma":[0.0011942326,0.00010395656,0.008896051,0.00002499253,0.000048749807,0.000009321176,0.13226257,0.8380253,0.000057824738,0.013464139,0.0055414694,0.00037143074],"about_ca_topic_score_codex":0.020250328,"about_ca_topic_score_gemma":0.07801863,"teacher_disagreement_score":0.63764507,"about_ca_system_score_codex":0.000119557735,"about_ca_system_score_gemma":0.000008254032,"threshold_uncertainty_score":0.9862739},"labels":[],"label_agreement":null},{"id":"W7030210038","doi":"","title":"Monitoring Seasonal Snow Density from Satellite Based Passive Microwave Remote Sensing and Automatic Weather Stations","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Snowpack; Satellite; Sampling (signal processing); Automatic weather station; Microwave; Water equivalent; Weather station","score_opus":0.015145499872504022,"score_gpt":0.1968544606047181,"score_spread":0.18170896073221407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030210038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99809134,0.00036403254,0.00015298654,0.00040289597,0.00045801006,0.00016679571,0.00020972862,0.000074822165,0.00007938608],"genre_scores_gemma":[0.75067985,0.0025858409,0.082737155,0.00006556788,0.0002973553,7.576367e-8,0.0063474434,0.000050958122,0.15723574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99903125,0.00005492395,0.00011794912,0.00032815075,0.00024080189,0.00022691258],"domain_scores_gemma":[0.99910295,0.00029735072,0.00019743237,0.00016606624,0.0001396824,0.000096544296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006943508,0.00019825825,0.0003079496,0.000074425916,0.00048624934,0.00004175324,0.000113522125,0.00014671111,0.0002430502],"category_scores_gemma":[0.00002981469,0.00022037832,0.000096386706,0.00023009827,0.000078882535,0.00011054457,0.000016596168,0.0001648215,0.00006601544],"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":[0.00011665835,0.00001407186,0.119789794,0.00023486202,0.0003896398,0.00014550421,0.10182705,0.00041844565,0.00075473526,0.0000021734836,0.00054480444,0.77576226],"study_design_scores_gemma":[0.0002514375,0.000028499982,0.8429788,0.0003470933,0.00017892399,5.8356636e-7,0.124503635,0.03096722,0.00021332857,0.00018740086,0.00012303174,0.00022006685],"about_ca_topic_score_codex":0.27188408,"about_ca_topic_score_gemma":0.50678587,"teacher_disagreement_score":0.7755422,"about_ca_system_score_codex":0.000018662517,"about_ca_system_score_gemma":0.00007309345,"threshold_uncertainty_score":0.8986767},"labels":[],"label_agreement":null},{"id":"W7030270449","doi":"","title":"Modification Strategy for Mn-based Layered Transition Metal Oxide as Sodium-ion Battery Cathodes","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Cathode; Oxide; Electrolyte; Coating; Dissolution; Composite number; Electrochemistry; Dopant","score_opus":0.021275312435859887,"score_gpt":0.2414506766045019,"score_spread":0.220175364168642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030270449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898356,0.00013902466,0.007245823,0.00019979799,0.00090402004,0.00067691144,0.0005413638,0.00031550846,0.00014194754],"genre_scores_gemma":[0.9405343,0.00007485055,0.005478653,0.000023189657,0.00010688501,0.000016908316,0.008810351,0.00014313596,0.044811726],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988033,0.00004596103,0.0002304119,0.00040214712,0.0002332361,0.00028491626],"domain_scores_gemma":[0.99935114,0.000045149496,0.00013313755,0.00029272295,0.00011678785,0.000061042265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015193847,0.00034785768,0.0004451308,0.00033524155,0.00010938677,0.000046967154,0.00025155468,0.00033033226,0.00017601495],"category_scores_gemma":[0.0000059306976,0.00044093403,0.00016296239,0.00012447384,0.00003432813,0.00033270387,0.000010380251,0.00016494078,0.00009775488],"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":[0.00062679406,0.00009565896,0.0000022799566,0.0053604264,0.00037248552,0.000028253371,0.027917424,0.10546662,0.855871,0.00042364298,0.0022760262,0.0015593455],"study_design_scores_gemma":[0.0021159293,0.00035518798,0.0003302494,0.0010652489,0.001306218,0.0000051255333,0.07013014,0.02693002,0.89211476,0.0032577028,0.0009017854,0.0014876392],"about_ca_topic_score_codex":0.0014675893,"about_ca_topic_score_gemma":0.0018612033,"teacher_disagreement_score":0.0785366,"about_ca_system_score_codex":0.00017516618,"about_ca_system_score_gemma":0.000056636647,"threshold_uncertainty_score":0.99980426},"labels":[],"label_agreement":null},{"id":"W7030324063","doi":"","title":"Model Predictive Controller Weight Tuning and Real-Time Learning-Based Weight Selection","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vehicle Dynamics and Control 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; University of Waterloo","keywords":"Control theory (sociology); Controller (irrigation); Model predictive control; Stability (learning theory); Selection (genetic algorithm); Optimal control; Control system; Internal model; Set (abstract data type)","score_opus":0.004116069666673554,"score_gpt":0.16412580485590147,"score_spread":0.16000973518922793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030324063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99605745,0.00008784557,0.0009653798,0.000056114397,0.000193771,0.0003677957,0.000048893777,0.0005884952,0.001634227],"genre_scores_gemma":[0.7143756,0.00026943005,0.00017515064,0.0000017108066,0.0000546452,0.000002749702,0.00043648045,0.00008717458,0.28459707],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895763,0.000053502048,0.00015183863,0.00031654796,0.00023595063,0.00028450665],"domain_scores_gemma":[0.9994374,0.00004833374,0.00014694592,0.00011696992,0.00015085265,0.00009952],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000143217,0.0002818259,0.00052598055,0.000342538,0.00019982099,0.000027539538,0.00014842825,0.00038239016,0.000030521485],"category_scores_gemma":[0.000006244501,0.0003414874,0.00013610092,0.00019472139,0.0000327011,0.00013721382,0.000017896138,0.00034245197,0.000034382945],"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":[0.0007258756,0.00004031645,0.0010941627,0.0008626053,0.00091702526,0.000031040305,0.036397208,0.88609433,0.07040156,0.00016064267,0.0015071757,0.001768074],"study_design_scores_gemma":[0.0013198396,0.000097595184,0.0016500581,0.00021598562,0.00020449072,8.7974104e-7,0.0071603744,0.9888453,0.00009412325,0.000047844693,0.000059850965,0.0003036918],"about_ca_topic_score_codex":0.0058143046,"about_ca_topic_score_gemma":0.007103562,"teacher_disagreement_score":0.28296283,"about_ca_system_score_codex":0.00013027136,"about_ca_system_score_gemma":0.000048972244,"threshold_uncertainty_score":0.99990374},"labels":[],"label_agreement":null},{"id":"W7030327783","doi":"","title":"On Non-Binary Constellations for Channel Encoded Physical Layer Network Coding","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cooperative Communication and Network Coding","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":"Blackberry (Canada)","funders":"","keywords":"Decodes; Decoding methods; Relay; Network packet; Relay channel; Binary number; Linear network coding; Channel (broadcasting); Physical layer; Transmission (telecommunications)","score_opus":0.030118144868031157,"score_gpt":0.2506845770313908,"score_spread":0.22056643216335964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030327783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9388487,0.0004790982,0.045158792,0.003018292,0.002111623,0.0016594123,0.000043474385,0.00029428245,0.008386361],"genre_scores_gemma":[0.8787399,0.00023357829,0.004846814,0.00006551436,0.00019921252,0.000003390726,0.000332408,0.000024227234,0.11555494],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988776,0.00009034583,0.00012585561,0.000356107,0.0002017888,0.00034831022],"domain_scores_gemma":[0.99846447,0.0003002585,0.00025781116,0.0006135473,0.0002531783,0.00011075699],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019624204,0.00023826453,0.00038456818,0.00016864834,0.0006294375,0.000041805688,0.0009484061,0.00017004996,0.00004102133],"category_scores_gemma":[0.00001298201,0.00027544852,0.00021345678,0.00032660004,0.000058349324,0.00033171513,0.00018945041,0.0002669789,0.000046832993],"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":[0.00073520205,0.0010639428,0.00027778943,0.0006906661,0.0007630621,0.000021552067,0.5645147,0.019335471,0.017688299,0.24409375,0.10776517,0.043050416],"study_design_scores_gemma":[0.0041701165,0.0011241745,0.007978985,0.0022088075,0.00048187602,0.0000055146593,0.03743774,0.923786,0.0050123236,0.006260648,0.008908449,0.0026253688],"about_ca_topic_score_codex":0.00020990279,"about_ca_topic_score_gemma":0.0018118771,"teacher_disagreement_score":0.90445054,"about_ca_system_score_codex":0.00007002842,"about_ca_system_score_gemma":0.0000842226,"threshold_uncertainty_score":0.9999698},"labels":[],"label_agreement":null},{"id":"W7030364781","doi":"","title":"A New Technique for Characterizing Multi-Temperature Convection with Application in Building Energy Simulation","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort 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; University of Waterloo","keywords":"Heat transfer; Convective heat transfer; Convection; Adiabatic process; Isothermal process; Boundary value problem; Transfer problem; Thermal; Heat transfer coefficient; Churchill–Bernstein equation; Adiabatic wall","score_opus":0.006215878862003464,"score_gpt":0.19943125931668937,"score_spread":0.1932153804546859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030364781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54048043,0.000083870655,0.45809934,0.000051760067,0.0002716638,0.0006983088,0.000017408058,0.00022923746,0.000067962734],"genre_scores_gemma":[0.9038398,0.00013105059,0.047167435,0.0000052590694,0.00008882632,0.000022414624,0.0016323263,0.00008643116,0.04702642],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993933,0.000011053599,0.000106115745,0.00024077418,0.00009488357,0.0001538656],"domain_scores_gemma":[0.9994572,0.000016424156,0.00017854574,0.0002193003,0.0000879658,0.000040573912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000619494,0.00019634383,0.000254588,0.0002841325,0.00014538137,0.000028423941,0.00017623209,0.00040890469,0.000006558725],"category_scores_gemma":[0.0000038794064,0.00023708394,0.000060228456,0.00012019598,0.00001244411,0.00032529124,0.000007858761,0.00015960542,2.6806617e-7],"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":[0.00032636264,0.000029417884,0.0001546144,0.00046969997,0.00008294644,0.0000033308177,0.005786914,0.6412505,0.34249476,0.00047519396,0.000045314788,0.008880968],"study_design_scores_gemma":[0.0023313805,0.00015190974,0.002685003,0.001322714,0.000176861,0.0000036868478,0.003530666,0.81250924,0.17379864,0.0001845891,0.0023353074,0.0009700136],"about_ca_topic_score_codex":0.0065431097,"about_ca_topic_score_gemma":0.025607591,"teacher_disagreement_score":0.41093192,"about_ca_system_score_codex":0.00010926579,"about_ca_system_score_gemma":0.000042398275,"threshold_uncertainty_score":0.99217254},"labels":[],"label_agreement":null},{"id":"W7030484850","doi":"","title":"No Zombie Types: Liveness-Based Justification For Monotonic Gradual Types","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Liveness; Reachability; Object (grammar); Type (biology); Semantics (computer science); Monotonic function; Type theory","score_opus":0.01930219349351203,"score_gpt":0.22636128548717593,"score_spread":0.2070590919936639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030484850","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":[0.76179296,0.0033516253,0.20632157,0.0021702668,0.011131848,0.0050902595,0.00009515296,0.0012630832,0.00878325],"genre_scores_gemma":[0.4545925,0.0000922777,0.011655169,0.00002268746,0.00013623922,0.000008457129,0.0014449289,0.000037592745,0.53201014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99870306,0.00007513871,0.00014707317,0.00054499443,0.0002620227,0.00026769814],"domain_scores_gemma":[0.99836206,0.000067108616,0.00032503263,0.000555435,0.0006114873,0.0000788856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021033079,0.00021862677,0.00037463565,0.00018898693,0.00022409396,0.00008739383,0.0008067381,0.00029384482,0.00003748998],"category_scores_gemma":[0.000028573593,0.00024446903,0.00022520016,0.0002619384,0.000045537894,0.00023853195,0.00005713941,0.00013829942,0.00012674512],"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":[0.0017060318,0.002418817,0.0023893428,0.017440964,0.0021482327,0.00035679372,0.33076742,0.0016623042,0.01996827,0.4655512,0.014934077,0.14065653],"study_design_scores_gemma":[0.018242592,0.006699969,0.028735768,0.0021331687,0.004402756,0.00004204251,0.32562682,0.21491659,0.08961338,0.027565384,0.27085266,0.011168867],"about_ca_topic_score_codex":0.0059184325,"about_ca_topic_score_gemma":0.009117345,"teacher_disagreement_score":0.5232269,"about_ca_system_score_codex":0.000063598825,"about_ca_system_score_gemma":0.00031526858,"threshold_uncertainty_score":0.9969158},"labels":[],"label_agreement":null},{"id":"W7030522624","doi":"","title":"Muscle Torque Generator Model For A Two Degree-of-Freedom Shoulder Joint","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Muscle activation and electromyography studies","field":"Engineering","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":"Blackberry (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Torque; Coupling (piping); Generator (circuit theory); Joint (building); Control theory (sociology); Shoulder joint; Polynomial","score_opus":0.030870788055698418,"score_gpt":0.22322234330965401,"score_spread":0.1923515552539556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030522624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948241,0.00019279486,0.003089942,0.00013679129,0.00047732165,0.00044698198,0.0001296478,0.0002708512,0.0004315821],"genre_scores_gemma":[0.69597256,0.0008168405,0.01991629,0.000018539024,0.00021064431,0.000019254569,0.0013205209,0.0002517503,0.2814736],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991729,0.000011195785,0.00015117759,0.0002279155,0.00017908878,0.0002576785],"domain_scores_gemma":[0.9993688,0.00002730977,0.000112028494,0.00023269937,0.0001992325,0.00005993921],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000733984,0.0002282358,0.0004243902,0.00037235365,0.000114849456,0.000008811463,0.00019981457,0.0001842846,0.00002819143],"category_scores_gemma":[0.0000105821555,0.00027700045,0.0002810549,0.00024199345,0.000040723313,0.00011351686,0.00002620207,0.00014646603,0.000002195937],"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":[0.00035178193,0.00019449818,0.00014757764,0.005162363,0.0026272824,0.000014878121,0.2800293,0.2982742,0.26963794,0.0015586966,0.09575485,0.046246674],"study_design_scores_gemma":[0.0031926404,0.00023845218,0.011211097,0.0004995247,0.00067761337,7.252325e-7,0.11350996,0.8459134,0.021668548,0.0005363649,0.0011483578,0.001403281],"about_ca_topic_score_codex":0.0039074426,"about_ca_topic_score_gemma":0.036206394,"teacher_disagreement_score":0.54763925,"about_ca_system_score_codex":0.00005599508,"about_ca_system_score_gemma":0.00003994268,"threshold_uncertainty_score":0.99996823},"labels":[],"label_agreement":null},{"id":"W7030527544","doi":"","title":"New Platform Designs for Enabling Atomic Interactions in Solid and Gaseous States","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Force Microscopy Techniques and Applications","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Residual stress; Microelectromechanical systems; Curvature; Displacement (psychology); Fabrication; Field (mathematics); Stress (linguistics); Precision engineering; Atomic force microscopy","score_opus":0.019354699733567526,"score_gpt":0.2729195448895583,"score_spread":0.25356484515599076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030527544","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":[0.9954951,0.000020012263,0.0034236745,0.00014066676,0.00006810295,0.00048085995,0.00016855227,0.00005526107,0.00014777515],"genre_scores_gemma":[0.3263923,0.00014510362,0.017209547,0.000007800301,0.000098426455,0.000014415139,0.0045307497,0.00007914078,0.6515225],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99941,0.000005204022,0.000111176494,0.00023288111,0.00005042067,0.00019032],"domain_scores_gemma":[0.99956167,0.00005063823,0.00014520482,0.00013212796,0.00005169891,0.00005866307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048185157,0.00014634924,0.00023599203,0.00021428356,0.0001484512,0.000026296457,0.00013855782,0.00006064362,0.00010817623],"category_scores_gemma":[0.0000011002682,0.00018014848,0.000093153976,0.0001280422,0.000022133258,0.00012415083,0.00003203591,0.00015022448,0.000012250916],"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":[0.0014201198,0.00061976246,0.0065385443,0.0017224547,0.0010913084,0.000021642036,0.5312038,0.0013349279,0.2009278,0.032364346,0.08416502,0.13859028],"study_design_scores_gemma":[0.0029654813,0.000318259,0.0026563574,0.0014323476,0.0004961188,0.0000020587254,0.82668656,0.009447178,0.09255109,0.049193162,0.01280603,0.0014453512],"about_ca_topic_score_codex":0.07092538,"about_ca_topic_score_gemma":0.03262491,"teacher_disagreement_score":0.6691028,"about_ca_system_score_codex":0.00004125819,"about_ca_system_score_gemma":0.00007537059,"threshold_uncertainty_score":0.98502713},"labels":[],"label_agreement":null},{"id":"W7030577835","doi":"","title":"Native Wetland Plant Recovery Following Phragmites australis Invasion","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Wetland; Vegetation (pathology); Invasive species; Marsh; Native plant; Carex; Plant community","score_opus":0.007902814810284613,"score_gpt":0.1866241178604499,"score_spread":0.1787213030501653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030577835","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":[0.9945099,0.000024002184,0.0000029984146,0.00012361324,0.00060162327,0.00031246102,0.0003361563,0.000047636386,0.004041635],"genre_scores_gemma":[0.422255,0.00011278455,0.00033928067,0.000011190681,0.000021382484,0.0000014633034,0.0039494485,0.00003922708,0.5732702],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99839985,0.00008977635,0.00015737113,0.0004927144,0.0005395856,0.00032072846],"domain_scores_gemma":[0.9992236,0.00006831997,0.00030203548,0.00028678603,0.00001113958,0.000108148975],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002162327,0.00026822352,0.000410513,0.00016625604,0.00037943653,0.000024278164,0.00048436143,0.00020648049,0.005661032],"category_scores_gemma":[0.00001696728,0.00031107073,0.00028279558,0.00026322954,0.000043400527,0.00036328053,0.00034048903,0.00031658984,0.00016134957],"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":[0.0038522873,0.0010313225,0.16899264,0.0019481744,0.0018827976,0.002796265,0.6468559,0.011587048,0.062751964,0.00017564632,0.08010871,0.018017279],"study_design_scores_gemma":[0.0039328877,0.0013284825,0.12582491,0.0011662939,0.0011588399,0.00005089195,0.82929343,0.0038414816,0.003525742,0.0009869578,0.025574133,0.003315958],"about_ca_topic_score_codex":0.11607368,"about_ca_topic_score_gemma":0.46402866,"teacher_disagreement_score":0.57225484,"about_ca_system_score_codex":0.00046424425,"about_ca_system_score_gemma":0.00003171572,"threshold_uncertainty_score":0.99993414},"labels":[],"label_agreement":null},{"id":"W7032655571","doi":"","title":"Unbearable Fruits","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Legal case studies and regulations","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":"Queer; Politics; Situated; Indigenous; Placemaking; Neighbourhood (mathematics); State (computer science)","score_opus":0.018045162021339257,"score_gpt":0.24847509178822125,"score_spread":0.23042992976688198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032655571","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":[0.9412562,0.00021553329,6.625043e-7,0.0027595495,0.0011261939,0.00025380723,0.000034909102,0.00014993723,0.054203156],"genre_scores_gemma":[0.027410913,0.00064935436,0.000102406695,0.000005549272,0.000102326056,2.4355555e-7,0.00014967317,0.000014309584,0.97156525],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99909836,0.000056822108,0.0000655515,0.00020146092,0.00032979582,0.00024798562],"domain_scores_gemma":[0.9994335,0.000040890147,0.00012015598,0.00013796746,0.00018956249,0.00007790006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016416868,0.00010530783,0.00022116974,0.00014792841,0.0010580032,0.000020415966,0.00023124466,0.00023262762,0.00045245286],"category_scores_gemma":[0.000026678728,0.000120639204,0.00014555934,0.0003703999,0.0001663834,0.0001293752,0.00003742187,0.0001369582,0.0002980919],"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":[0.00003911935,0.000033070086,0.00023163382,0.00012763686,0.00013806709,0.00004423033,0.94100827,0.000025578594,0.000097218646,0.0072953124,0.048008636,0.002951246],"study_design_scores_gemma":[0.00019000574,0.000028182722,0.0057901675,0.000109582244,0.000102280464,1.0790615e-7,0.9038882,0.000009225538,0.000031919444,0.0005093516,0.08914585,0.00019512429],"about_ca_topic_score_codex":0.38077915,"about_ca_topic_score_gemma":0.7557154,"teacher_disagreement_score":0.9173621,"about_ca_system_score_codex":0.00007742075,"about_ca_system_score_gemma":0.00017917257,"threshold_uncertainty_score":0.81374115},"labels":[],"label_agreement":null},{"id":"W7032696981","doi":"","title":"Wyrd Ecology","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Academic Publishing and Open Access","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":"Conscience; Gratitude; Obligation; Veneration; Action (physics); Ethnography; Power (physics); Intentionality; Spirituality","score_opus":0.03499631183093508,"score_gpt":0.30225127983755273,"score_spread":0.26725496800661763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032696981","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":[0.97923046,0.00019345916,0.000010765893,0.0028447001,0.0015267805,0.00012446682,0.00004207365,0.000036225687,0.015991043],"genre_scores_gemma":[0.07862112,0.00010220188,0.0005475373,0.0000718909,0.00007670161,1.8903962e-7,0.00036683213,0.000014867266,0.9201987],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9972361,0.00025095142,0.00029657737,0.0007273271,0.0011740302,0.00031504396],"domain_scores_gemma":[0.9973449,0.00041649287,0.00066460983,0.00066011964,0.00076044863,0.00015343726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013082701,0.00021142949,0.000679399,0.0005588071,0.00026749508,0.00025213684,0.0030668355,0.00076189946,0.0039276215],"category_scores_gemma":[0.0009401082,0.00021060937,0.00027923114,0.00077622524,0.00011668736,0.0009957026,0.00033073896,0.0006401512,0.00050991034],"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":[0.00034357762,0.00017475877,0.020181244,0.00013016602,0.00028581778,0.0004234257,0.25238162,0.000077347395,0.0013959709,0.0019994024,0.65889734,0.06370933],"study_design_scores_gemma":[0.000739614,0.00008531827,0.07066295,0.00014500764,0.00015018148,0.000010225372,0.8575093,0.00017687645,0.0012412203,0.0057332767,0.062948376,0.0005976018],"about_ca_topic_score_codex":0.019899119,"about_ca_topic_score_gemma":0.113538206,"teacher_disagreement_score":0.90420765,"about_ca_system_score_codex":0.000068361966,"about_ca_system_score_gemma":0.00036042865,"threshold_uncertainty_score":0.99698293},"labels":[],"label_agreement":null},{"id":"W7032758476","doi":"","title":"Optimization of an All Normal Dispersion Fiber Laser and a Gain Managed Nonlinear Amplifier","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Unemployment and Economic Growth","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":"University of Waterloo","funders":"","keywords":"Fiber laser; Laser; Ultrashort pulse; Laser power scaling; Fiber Bragg grating; Ultrafast laser spectroscopy; Dispersion (optics); Amplifier; Distributed feedback laser","score_opus":0.016692440123601927,"score_gpt":0.18843437782102831,"score_spread":0.17174193769742638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032758476","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":[0.9976227,0.00005585979,0.000029818408,0.00015397908,0.0001775195,0.00019448203,0.00021272736,0.00003141752,0.0015214533],"genre_scores_gemma":[0.12618227,0.0008695961,0.006299168,0.000029401035,0.000073880045,0.0000012336506,0.0050210236,0.000095096555,0.8614283],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910754,0.000014448653,0.00024973776,0.00038730097,0.0000404328,0.00020054601],"domain_scores_gemma":[0.9991811,0.000017799986,0.00044749552,0.00023771524,0.000036212197,0.00007967873],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020080864,0.00017792745,0.00045900498,0.0004303978,0.000088339955,0.000021975688,0.00020996679,0.00024037584,0.0007573895],"category_scores_gemma":[0.000007777875,0.0002458557,0.000119161494,0.0001276152,0.000052591506,0.00036915485,0.0000615691,0.00012350091,0.00017438248],"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":[0.0058067725,0.0026035805,0.082942516,0.0077211624,0.004796776,0.00022400547,0.6923612,0.16016987,0.0010313995,0.008028758,0.021486748,0.01282726],"study_design_scores_gemma":[0.017170696,0.0024547975,0.16018523,0.0011064624,0.0012130496,0.000009163381,0.3264764,0.4582144,0.003147207,0.004274732,0.019740857,0.0060069975],"about_ca_topic_score_codex":0.011096075,"about_ca_topic_score_gemma":0.010271891,"teacher_disagreement_score":0.8714405,"about_ca_system_score_codex":0.000046351186,"about_ca_system_score_gemma":0.000011669468,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W7032835762","doi":"","title":"Play","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Pavilion; Realm; Downtown; Sculpture; Natural (archaeology); Space (punctuation)","score_opus":0.02253372517130418,"score_gpt":0.24402846517019802,"score_spread":0.22149473999889385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032835762","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":[0.9638662,0.000038025195,0.0000018530606,0.00025854,0.0004093614,0.00016244457,0.000015135014,0.000043751195,0.035204742],"genre_scores_gemma":[0.1924229,0.00013632428,0.0001588324,0.000005847595,0.00007825636,1.4251974e-7,0.00021816563,0.000008752291,0.8069708],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992341,0.00007506017,0.000067453846,0.0001831576,0.00024374937,0.00019646969],"domain_scores_gemma":[0.99946576,0.000019794246,0.000167675,0.00013980882,0.000117280506,0.00008968193],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001452917,0.00010235472,0.00018563386,0.00012075268,0.00044682948,0.000015259027,0.00025837205,0.0002532361,0.0022797917],"category_scores_gemma":[0.00000978739,0.00011003876,0.00010562247,0.00011986113,0.00012513687,0.00017934998,0.000013551631,0.000119256125,0.00017785757],"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":[0.00007631849,0.000050851446,0.0008203852,0.00003294885,0.000049381226,0.00000829135,0.9780622,0.0000013157003,0.00009670445,0.013990187,0.0047990936,0.0020123192],"study_design_scores_gemma":[0.0008699999,0.00016785777,0.06469106,0.00028741776,0.0004458658,3.886018e-7,0.8253471,0.000015113304,0.0014537827,0.0048432387,0.10105796,0.0008201963],"about_ca_topic_score_codex":0.4068169,"about_ca_topic_score_gemma":0.75679314,"teacher_disagreement_score":0.77176607,"about_ca_system_score_codex":0.00003895684,"about_ca_system_score_gemma":0.00013298815,"threshold_uncertainty_score":0.99863225},"labels":[],"label_agreement":null},{"id":"W7032886733","doi":"","title":"Online Scheduling of Operator Assistance for Multi-Robot Teams with Uncertain Robot Capabilities and Environments","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological 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":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Robot; Teleoperation; Schedule; Scheduling (production processes); Operator (biology); Job shop scheduling; Task (project management); Bitwise operation; Key (lock)","score_opus":0.023874711846551735,"score_gpt":0.2185891595746758,"score_spread":0.19471444772812407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032886733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99850875,0.00022751887,0.0000035709174,0.0006115585,0.00008900402,0.0002807555,0.00025452152,0.000019047242,0.0000052579253],"genre_scores_gemma":[0.8019355,0.0007085264,0.007581411,0.000025225883,0.00004864043,0.000005221629,0.0016698199,0.000004616713,0.18802103],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992525,0.00003850838,0.00010855576,0.00032317507,0.000074831936,0.00020241847],"domain_scores_gemma":[0.9995538,0.0001240296,0.00017511635,0.00005064642,0.000056762565,0.000039654467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010438015,0.00017106005,0.00039441156,0.000022820392,0.00029101505,0.000004586708,0.00016950404,0.0002609683,0.000025095424],"category_scores_gemma":[0.000022274015,0.00008486311,0.00007094305,0.00008351239,0.00030520675,0.00006565821,0.000048124948,0.000114887065,0.000002467684],"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":[0.0042463997,0.0017800326,0.29573572,0.0019291063,0.002344645,0.000041907795,0.12470936,0.00085652445,0.5459296,0.0003536689,0.0004993324,0.021573685],"study_design_scores_gemma":[0.00060366944,0.00073188863,0.6189647,0.00016365154,0.00014346013,7.49413e-7,0.3768938,0.00014909147,0.0018822683,0.000030232372,0.00016457652,0.00027197768],"about_ca_topic_score_codex":0.009926444,"about_ca_topic_score_gemma":0.36790687,"teacher_disagreement_score":0.54404736,"about_ca_system_score_codex":0.000026127203,"about_ca_system_score_gemma":0.000012587435,"threshold_uncertainty_score":0.99666655},"labels":[],"label_agreement":null},{"id":"W7032889231","doi":"","title":"The City Delimited","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mandate; Scope (computer science); Transit (satellite); Public transport; Rail transit; Order (exchange); Rapid transit","score_opus":0.007325284611893522,"score_gpt":0.1831936516755333,"score_spread":0.17586836706363979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032889231","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":[0.98851043,0.000032510958,0.000005821106,0.0005434798,0.00027759472,0.0001223481,0.0000056339068,0.000026560181,0.010475611],"genre_scores_gemma":[0.23512845,0.00014149344,0.00017292071,0.000026160556,0.000023410432,1.4545647e-7,0.00011424045,0.000009383554,0.7643838],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99924654,0.000062540516,0.00007317498,0.00024663474,0.00016490796,0.00020618706],"domain_scores_gemma":[0.9994343,0.00003877123,0.00016676019,0.00027958967,0.000015538702,0.00006506505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013056085,0.00013161212,0.00017672934,0.000028505248,0.00034246893,0.000007955555,0.00044574818,0.00024358253,0.0014101046],"category_scores_gemma":[0.0000113908845,0.00010310024,0.00011639198,0.00008793496,0.0003073846,0.00004757834,0.000098633034,0.00015647087,0.0005645024],"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":[0.0024379261,0.0004599304,0.11449507,0.00033051576,0.00069854624,0.00012792571,0.25951838,0.000296792,0.06621871,0.0017127228,0.30968472,0.24401875],"study_design_scores_gemma":[0.0011995543,0.00042814104,0.5428167,0.00011170263,0.0002604463,0.0000075868666,0.14053434,0.0005354445,0.0028215793,0.00067956356,0.30955195,0.0010530166],"about_ca_topic_score_codex":0.024333995,"about_ca_topic_score_gemma":0.16512041,"teacher_disagreement_score":0.7539082,"about_ca_system_score_codex":0.00006228471,"about_ca_system_score_gemma":0.000011318859,"threshold_uncertainty_score":0.9995027},"labels":[],"label_agreement":null},{"id":"W7032990680","doi":"","title":"Performance and Wearability of Electronic and Infrared Stealth Textiles","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Educational Research and Science Teaching","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":"Blackberry (Canada)","funders":"","keywords":"Thermoplastic polyurethane; Textile; Porosity; Thermal conductivity; Electrical resistivity and conductivity; Infrared; Conductivity","score_opus":0.016353918722094875,"score_gpt":0.22774880037094136,"score_spread":0.21139488164884648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7032990680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991286,0.000096859825,1.4639397e-8,0.00037960507,0.00002988502,0.00011521484,0.00001951528,0.0000132631885,0.00021704454],"genre_scores_gemma":[0.90753603,0.00084062066,0.000023660237,0.000002401769,0.000011506719,2.2950412e-7,0.00010062794,5.797634e-7,0.09148434],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99925727,0.000048425107,0.000070220594,0.0002063289,0.00021692495,0.00020082123],"domain_scores_gemma":[0.99956536,0.000134264,0.00009915202,0.000040536343,0.00008246917,0.00007819289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034855632,0.00007790438,0.00016370088,0.000035964033,0.00020400985,0.000012004081,0.00017218961,0.00008195314,0.00007449844],"category_scores_gemma":[0.000047305683,0.000041121028,0.000032785632,0.000180683,0.00013161653,0.00013958305,0.000045170305,0.00015540277,0.0000036340136],"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":[0.0005956933,0.00025108454,0.3008048,0.0015953592,0.00010425577,0.0000040284526,0.19458453,0.000009830465,0.15598202,0.0007957628,0.0012405404,0.3440321],"study_design_scores_gemma":[0.00005768894,0.0002478772,0.88635224,0.000075944874,0.000008297528,4.3404725e-7,0.11242419,0.00010533426,0.00020676307,0.00032142346,0.0001233099,0.00007649658],"about_ca_topic_score_codex":0.01814627,"about_ca_topic_score_gemma":0.060911085,"teacher_disagreement_score":0.58554745,"about_ca_system_score_codex":0.000024472138,"about_ca_system_score_gemma":0.000062548905,"threshold_uncertainty_score":0.988392},"labels":[],"label_agreement":null},{"id":"W7033007149","doi":"","title":"The physiological ecology of preparing for and recovering from hibernation in temperate insectivorous bats","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radioactive element chemistry and processing","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":"University of Waterloo","funders":"","keywords":"Hibernation (computing); Insectivore; Torpor; Foraging; Temperate climate; Energetics; Resource (disambiguation)","score_opus":0.01393043254976441,"score_gpt":0.2256621124263513,"score_spread":0.2117316798765869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033007149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99931264,0.00008886795,0.0000014600881,0.000038543745,0.00008580229,0.00008695401,0.000045482542,0.000020396881,0.00031987514],"genre_scores_gemma":[0.96304536,0.00035157095,0.00017510026,0.0000010688805,0.000038406703,0.0000023419148,0.0004146702,0.000014012754,0.03595748],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993558,0.000017920296,0.00012720475,0.00026935182,0.00008389254,0.00014584206],"domain_scores_gemma":[0.9993046,0.00021448804,0.00027646558,0.00011445886,0.00006868233,0.000021287247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104485676,0.00012565574,0.00026450393,0.000042159238,0.0001593011,0.000012670074,0.00017166516,0.00023504936,0.00002596941],"category_scores_gemma":[0.000054318945,0.00012476738,0.000059094815,0.000061420484,0.00005534831,0.00009581401,0.000041497107,0.00016599546,5.7109844e-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":[0.00086154393,0.0000433171,0.004893171,0.0009288349,0.00017731261,0.0000041268336,0.029852165,0.00012041798,0.9563986,0.000014119949,0.00007656755,0.006629818],"study_design_scores_gemma":[0.0022531764,0.000120848796,0.06950156,0.0009050891,0.00018562337,0.0000012951666,0.14480175,0.0020520515,0.77679473,0.0026955265,0.00017530328,0.0005130395],"about_ca_topic_score_codex":0.007075219,"about_ca_topic_score_gemma":0.027448377,"teacher_disagreement_score":0.17960386,"about_ca_system_score_codex":0.00007545183,"about_ca_system_score_gemma":0.000037762893,"threshold_uncertainty_score":0.99953675},"labels":[],"label_agreement":null},{"id":"W7033057040","doi":"","title":"An Organizational Perspective on Experiential Education in Ontario Higher Education","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Outdoor and Experiential Education","field":"Psychology","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":"University of Waterloo","funders":"","keywords":"Experiential learning; Mandate; Higher education; Experiential education; Graduation (instrument); Perspective (graphical); Organizational learning","score_opus":0.00872596996472545,"score_gpt":0.2812011853123447,"score_spread":0.27247521534761926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033057040","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":[0.9438368,0.00020115146,8.8386224e-7,0.0005494378,0.012567623,0.0003605004,0.000011993028,0.00005620088,0.04241539],"genre_scores_gemma":[0.44489443,0.0000039812107,0.00010377724,0.00003645696,0.00021263832,0.000004831355,0.0021078954,0.00003284018,0.5526031],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985549,0.00009545492,0.00017095187,0.0006831503,0.00027081775,0.00022474006],"domain_scores_gemma":[0.9989187,0.000012438139,0.00017658618,0.00040078827,0.00037909296,0.000112364454],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006762584,0.00026685718,0.00026882306,0.0007570512,0.00012133492,0.00004771816,0.00029007383,0.0004179535,0.020567494],"category_scores_gemma":[0.000005405004,0.0003387752,0.00010708367,0.00036002015,0.000057064783,0.00026950942,0.000017249038,0.00042616887,0.0006943937],"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":[0.00050620746,0.0020230196,0.001807395,0.000053494146,0.00008089384,0.00000532118,0.91906244,0.000006435589,0.0009436838,0.058283277,0.015672082,0.0015557428],"study_design_scores_gemma":[0.00034884477,0.00021657438,0.1189764,0.00019088431,0.000109834895,0.0000020796701,0.87124604,0.0000025990307,0.00027560664,0.0018664189,0.0064018383,0.00036284878],"about_ca_topic_score_codex":0.7210312,"about_ca_topic_score_gemma":0.7012353,"teacher_disagreement_score":0.51018775,"about_ca_system_score_codex":0.001245167,"about_ca_system_score_gemma":0.0025790252,"threshold_uncertainty_score":0.9999064},"labels":[],"label_agreement":null},{"id":"W7033057943","doi":"","title":"The ordinary Niagara Falls","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Tourism; Virtue; Geopolitics; Power (physics); Everyday life; Work (physics)","score_opus":0.005415052315113226,"score_gpt":0.17766805520346018,"score_spread":0.17225300288834697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033057943","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":[0.9698294,0.0048496095,0.0000037593434,0.00047339094,0.0008183164,0.00012645604,0.000022932485,0.00048117831,0.023394959],"genre_scores_gemma":[0.17618325,0.0031665992,0.00019153826,0.0000030547114,0.00003389281,6.6724687e-7,0.00019077744,0.000038504997,0.8201917],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994592,0.000012784186,0.00007461965,0.0001616123,0.00010267876,0.0001891191],"domain_scores_gemma":[0.99961966,0.000029287266,0.000024918181,0.00026538523,0.000033495922,0.00002722651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065356995,0.00017081025,0.00019605942,0.0001299902,0.00016491672,0.000013794465,0.00038088523,0.0003461889,0.00007225106],"category_scores_gemma":[0.000002879069,0.00015656908,0.00011745281,0.0001342047,0.00009648039,0.00008932099,0.000029311203,0.00040819187,0.00018238269],"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":[0.0004887473,0.000088383866,0.00014889198,0.0059875436,0.0030880456,0.0012100218,0.45448992,0.0028864443,0.008304665,0.08738629,0.3772672,0.058653828],"study_design_scores_gemma":[0.00049298984,0.00028000723,0.0023271414,0.00075877237,0.0005704672,0.000018565714,0.8915641,0.0037680753,0.0017167717,0.031149505,0.06622204,0.0011316095],"about_ca_topic_score_codex":0.001681576,"about_ca_topic_score_gemma":0.03541442,"teacher_disagreement_score":0.79679674,"about_ca_system_score_codex":0.000032482363,"about_ca_system_score_gemma":0.00002323668,"threshold_uncertainty_score":0.98218673},"labels":[],"label_agreement":null},{"id":"W7033121444","doi":"","title":"PASoC: A Predictable Accelerator Rich SoC for Safety-Critical Systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Innovation, Sustainability, Human-Machine Systems","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":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Predictability; Cache coherence; Cache; MESI protocol; Coherence (philosophical gambling strategy); Latency (audio); Cache pollution; Non-uniform memory access; CPU cache","score_opus":0.020224206968329432,"score_gpt":0.2870270597559046,"score_spread":0.26680285278757515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033121444","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":[0.983112,0.00015927371,0.00017636546,0.003013035,0.0046903975,0.0032721797,0.00041396738,0.00051585364,0.0046469653],"genre_scores_gemma":[0.3012295,0.000030845782,0.00020091455,0.000008758279,0.00055503217,0.000014817018,0.0010654138,0.0000630203,0.6968317],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970076,0.0003945946,0.00038707105,0.0006204232,0.0008527636,0.0007375114],"domain_scores_gemma":[0.9964489,0.0004745602,0.00039599132,0.00040551843,0.0021093518,0.00016571932],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017841356,0.00031147557,0.00071108906,0.00046465988,0.0018743757,0.00015067324,0.00076180574,0.00069195655,0.00015636419],"category_scores_gemma":[0.0007494411,0.0003862156,0.00025035435,0.0007327927,0.00034127035,0.0005184944,0.00007350169,0.00033609563,0.00006007412],"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":[0.00041835077,0.00019014547,0.0020553884,0.005552443,0.00030480206,0.00002865259,0.8177215,0.00009384405,0.00015692762,0.14123617,0.031864367,0.00037745046],"study_design_scores_gemma":[0.00068259065,0.00014286498,0.0020027098,0.00036139647,0.00020125153,5.129827e-7,0.97710735,0.0003583144,0.000026624231,0.0022300803,0.016395073,0.0004912496],"about_ca_topic_score_codex":0.21396074,"about_ca_topic_score_gemma":0.18276523,"teacher_disagreement_score":0.69218475,"about_ca_system_score_codex":0.00076923723,"about_ca_system_score_gemma":0.0010114823,"threshold_uncertainty_score":0.999859},"labels":[],"label_agreement":null},{"id":"W7033148681","doi":"","title":"Pressuring Others: Examining the Motivations Behind Deviant Instigation and the Strategies That Accompany Them","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crime, Deviance, and Social Control","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":"Deviance (statistics); Variety (cybernetics); Peer pressure; Context (archaeology); Qualitative research","score_opus":0.04885254226596851,"score_gpt":0.25909838029892274,"score_spread":0.2102458380329542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033148681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98702455,0.00022325292,0.000015386238,0.0018669579,0.00039516468,0.00057557184,0.000012640684,0.00008281113,0.0098036565],"genre_scores_gemma":[0.8597498,0.0005289176,0.00004431342,0.000018549477,0.00014061884,0.0000025422798,0.00003966732,0.00001633677,0.13945928],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99868065,0.0003267812,0.00010983027,0.00023518234,0.00040455753,0.00024300165],"domain_scores_gemma":[0.9988777,0.00045020887,0.00029656355,0.00019284005,0.00013275394,0.00004995055],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00075083616,0.00015879639,0.0002900219,0.0000762973,0.0020948998,0.00021812516,0.00047515254,0.00019739392,0.000072570554],"category_scores_gemma":[0.00008210773,0.00012169896,0.00010604652,0.00017308198,0.00067683676,0.00047333594,0.000047643225,0.0002649158,0.00001629622],"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":[0.00006232084,0.000008921557,0.0011612185,0.000049302664,0.00011454792,0.0000023222544,0.9854175,0.000026756126,0.000050342274,0.0101409685,0.0002595466,0.0027062928],"study_design_scores_gemma":[0.0005134597,0.000008148838,0.03894878,0.00013859746,0.00016513349,1.2688945e-7,0.95639414,0.00006328929,0.000020875228,0.0024402984,0.0011694806,0.00013765495],"about_ca_topic_score_codex":0.13782838,"about_ca_topic_score_gemma":0.3654571,"teacher_disagreement_score":0.22762871,"about_ca_system_score_codex":0.000051108018,"about_ca_system_score_gemma":0.00021271233,"threshold_uncertainty_score":0.9992042},"labels":[],"label_agreement":null},{"id":"W7033204183","doi":"","title":"Pharmacokinetic and economic implications when switching between hemophilia A treatments","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Dosing; Clotting factor; Pharmacokinetics; Life expectancy; Coagulation; Bleed; Risk factor; Quality of life (healthcare)","score_opus":0.01775283638097281,"score_gpt":0.26678844941856245,"score_spread":0.24903561303758964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033204183","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":[0.9936964,0.00019393984,0.0000013138894,0.002147287,0.00020038725,0.00031097507,0.000067943845,0.00009419525,0.0032875915],"genre_scores_gemma":[0.35053807,0.0050097513,0.00021610246,0.0000069859575,0.00016327268,0.0000013310985,0.0003040897,0.000027714028,0.64373267],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990928,0.00006746802,0.00010475712,0.0003274905,0.00014944113,0.0002580374],"domain_scores_gemma":[0.9993645,0.00007557486,0.00020266067,0.00016901636,0.00004382983,0.00014439489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014579117,0.00016463728,0.00031631583,0.00022338764,0.00062968384,0.000045474033,0.00031809008,0.0002114995,0.00007229452],"category_scores_gemma":[0.000006956942,0.00019896522,0.000105822,0.00009357309,0.00009499636,0.00016667804,0.000044409444,0.000129201,0.000119776],"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":[0.000052403975,0.000037443362,0.031022675,0.00015483129,0.00049475784,0.000019168567,0.90926635,0.000009694653,0.0008081943,0.0005316498,0.028201828,0.029401008],"study_design_scores_gemma":[0.0020031005,0.00018480647,0.27743772,0.00034412666,0.0018711985,0.00000118791,0.6756892,0.00005735783,0.00034861313,0.015907358,0.025006497,0.0011488098],"about_ca_topic_score_codex":0.3546267,"about_ca_topic_score_gemma":0.2728631,"teacher_disagreement_score":0.6431583,"about_ca_system_score_codex":0.00012478215,"about_ca_system_score_gemma":0.00014021633,"threshold_uncertainty_score":0.8113566},"labels":[],"label_agreement":null},{"id":"W7033225201","doi":"","title":"The Petrogenesis of Pseudocarbonatites in Bancroft Region, Southwestern Grenville Province","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Petrogenesis; Carbonatite; Partial melting; Igneous rock; Proterozoic; Mantle (geology); Trace element; Radiogenic nuclide; Carbonate","score_opus":0.007929074473289855,"score_gpt":0.18430388260700867,"score_spread":0.1763748081337188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033225201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967981,0.00087986223,0.00019232182,0.0010789719,0.0004055488,0.00024372095,0.0000049722935,0.00014431309,0.00025217142],"genre_scores_gemma":[0.8178273,0.00030673985,0.010392453,0.000012604543,0.000016723658,0.0000026908933,0.000037348826,0.00003827451,0.1713659],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984945,0.00012308721,0.00020990886,0.00045403198,0.0004450928,0.0002733698],"domain_scores_gemma":[0.9981983,0.00014289859,0.00057744456,0.00092594035,0.00012305798,0.000032378946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026998174,0.00021032493,0.00037899907,0.00048253988,0.0003335164,0.00002265487,0.0029132094,0.00014709303,0.000009124283],"category_scores_gemma":[0.000043896718,0.00021787612,0.00016174362,0.0005066098,0.0002134683,0.00015006617,0.00053177035,0.0003074344,0.0000058030805],"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":[0.0006267153,0.0007243223,0.031253915,0.001893872,0.00061791146,0.0010340433,0.678763,0.0023285865,0.0066318456,0.040179595,0.01092036,0.22502585],"study_design_scores_gemma":[0.005325465,0.0025476841,0.23202872,0.0021788636,0.00045548397,0.00009860592,0.6337775,0.023734739,0.015235273,0.015571475,0.06400419,0.0050420053],"about_ca_topic_score_codex":0.010346385,"about_ca_topic_score_gemma":0.052809693,"teacher_disagreement_score":0.21998385,"about_ca_system_score_codex":0.00017395313,"about_ca_system_score_gemma":0.0002566493,"threshold_uncertainty_score":0.9962438},"labels":[],"label_agreement":null},{"id":"W7033301380","doi":"","title":"Reconstruction of past variation in lake water balance at upstream Smoky and Wabasca watersheds to improve understanding of causes of lake drying in the Peace-Athabasca Delta","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; University of Waterloo; BC Hydro; Polar Knowledge Canada","keywords":"Flood myth; Hydrology (agriculture); Flooding (psychology); Drawdown (hydrology); Delta; Water balance; Climate change; Floodplain","score_opus":0.027351587735169842,"score_gpt":0.19153508410224254,"score_spread":0.1641834963670727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033301380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99666107,0.000056644934,0.000008420479,0.00017074474,0.0006235047,0.00027991162,0.0008555207,0.0000068658924,0.0013373025],"genre_scores_gemma":[0.94943136,0.00034655724,0.00012421655,0.000003121125,0.000012684672,0.0000014853146,0.00015078874,0.000013890723,0.049915913],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988586,0.000026717915,0.00043112668,0.0003903792,0.000067439156,0.00022576479],"domain_scores_gemma":[0.9991161,0.000057524343,0.0005184871,0.00023033709,0.000049471004,0.000028035996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006580057,0.0001623397,0.0006122054,0.0007195253,0.00008501953,0.000013738035,0.0002311829,0.00014487607,0.00024467043],"category_scores_gemma":[0.000022081058,0.00016005515,0.00010663158,0.0002593813,0.00012227503,0.00022228311,0.00011153134,0.000102207814,0.000030116313],"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":[0.00046640274,0.00012500619,0.32408145,0.0013074821,0.0003169287,0.000008435836,0.6661783,0.00038582127,0.0028371338,0.002755315,0.0010845351,0.00045322115],"study_design_scores_gemma":[0.0021602637,0.00022370175,0.31243315,0.0007457312,0.00010831537,0.000002471875,0.67665935,0.0006363928,0.004095154,0.0018259243,0.00055792904,0.00055163685],"about_ca_topic_score_codex":0.01926457,"about_ca_topic_score_gemma":0.2898853,"teacher_disagreement_score":0.27062073,"about_ca_system_score_codex":0.00013277249,"about_ca_system_score_gemma":0.000013992125,"threshold_uncertainty_score":0.98726624},"labels":[],"label_agreement":null},{"id":"W7033347197","doi":"","title":"Quantifying The Effects Of Zoned Cooling Systems On Household Peak Electricity Demand","year":2014,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","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":"Thermostat; Cooling load; Electricity demand; Electricity; Peak load; Water cooling; Energy demand; Free cooling; Measure (data warehouse)","score_opus":0.011963465753771352,"score_gpt":0.1806821338979952,"score_spread":0.16871866814422384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033347197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987725,0.000036858975,0.00034956494,0.00018955952,0.00012322907,0.00017869512,0.0000018285431,0.000025452495,0.0003222882],"genre_scores_gemma":[0.99224436,0.000036882728,0.00007800316,0.000031989992,0.000016690257,1.437131e-7,0.0000013383103,0.0000059877657,0.007584626],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992209,0.00016783827,0.00007197251,0.00019195581,0.00015436139,0.00019298827],"domain_scores_gemma":[0.99939656,0.00017346117,0.00013199901,0.00023295247,0.0000066539164,0.000058345933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002644401,0.00009185271,0.00019294194,0.00003992033,0.00019022191,0.0000051931383,0.00027202885,0.00008244428,0.000033350898],"category_scores_gemma":[0.000034465203,0.00006833202,0.00006794151,0.00012714247,0.00028194918,0.000056583383,0.00011192324,0.0000941578,0.000044196066],"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":[0.000589459,0.00037511587,0.15458669,0.00065282383,0.00017009626,0.00004382277,0.04885809,0.015989192,0.76685303,0.0023835767,0.0050835004,0.004414594],"study_design_scores_gemma":[0.0055764057,0.003988872,0.8060456,0.00061866513,0.00040663988,0.000050154784,0.03755936,0.03931223,0.09775705,0.00015946476,0.0071825706,0.0013430046],"about_ca_topic_score_codex":0.015695238,"about_ca_topic_score_gemma":0.0025154348,"teacher_disagreement_score":0.669096,"about_ca_system_score_codex":0.000049745613,"about_ca_system_score_gemma":0.0000049450514,"threshold_uncertainty_score":0.9908593},"labels":[],"label_agreement":null},{"id":"W7033367022","doi":"","title":"Private Distribution Learning with Public Data","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Educational Robotics and Engineering","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":"Blackberry (Canada)","funders":"","keywords":"Differential privacy; Complement (music); Class (philosophy); Impossibility; Distribution (mathematics); Constraint (computer-aided design); Task (project management)","score_opus":0.016940969452724327,"score_gpt":0.20643493199838464,"score_spread":0.1894939625456603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033367022","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":[0.919549,0.00041275515,0.07216504,0.005298325,0.001173624,0.000221475,0.00007327989,0.00037160484,0.0007349096],"genre_scores_gemma":[0.38966665,0.00031833263,0.05956834,0.000010553004,0.00014217736,6.9261614e-7,0.018265914,0.000057194764,0.53197014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911284,0.000015448464,0.00006362116,0.00038170945,0.0002481274,0.00017822409],"domain_scores_gemma":[0.99919975,0.000020370671,0.00008764398,0.00051225105,0.00010991197,0.00007008165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012352491,0.00013186083,0.00015081228,0.00012887883,0.00012608647,0.000113374364,0.0011374226,0.00009301467,0.000017667378],"category_scores_gemma":[0.00001362122,0.00013868831,0.000034575056,0.00032636378,0.000020505264,0.00057303795,0.00025316063,0.00027147046,0.00004722142],"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":[0.00011322613,0.00037495483,0.002563447,0.004593811,0.0015393924,0.00038053517,0.24795477,0.020660087,0.0022854726,0.6454983,0.025921736,0.048114266],"study_design_scores_gemma":[0.0012023675,0.00058826804,0.032461226,0.0027028874,0.0006154714,0.000046549427,0.10540699,0.6851309,0.00061111886,0.0033625774,0.16516022,0.0027114423],"about_ca_topic_score_codex":0.0014520383,"about_ca_topic_score_gemma":0.0029184083,"teacher_disagreement_score":0.6644708,"about_ca_system_score_codex":0.000061280945,"about_ca_system_score_gemma":0.00014217572,"threshold_uncertainty_score":0.5655545},"labels":[],"label_agreement":null},{"id":"W7033369116","doi":"","title":"Proof of Concept: A Relocatable Panelized Mass Timber Modular Building System Designed for Disassembly and Reassembly","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Digital Holography and Microscopy","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":"Modular design; Timeline; Modular construction; Focus (optics); Building construction","score_opus":0.010049340790726096,"score_gpt":0.21706956345489917,"score_spread":0.20702022266417308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033369116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99522734,0.00009401402,0.0025563182,0.000019213405,0.00014368036,0.00075918774,0.0004345756,0.00005175723,0.0007139251],"genre_scores_gemma":[0.8994395,0.0000047795147,0.00371945,9.388123e-7,0.000028128303,0.0000060557454,0.0011483596,0.00004473218,0.09560804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989602,0.00003561238,0.00018272322,0.0003920991,0.00014220907,0.00028713336],"domain_scores_gemma":[0.9990331,0.00006538617,0.00037988034,0.00024608427,0.00019670968,0.000078821315],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013011432,0.0002496338,0.0005922363,0.00018080855,0.00014624842,0.0000286895,0.00023572627,0.00016516597,0.000008120964],"category_scores_gemma":[0.0000033812948,0.00028182287,0.00024567812,0.00021109966,0.00009100325,0.00022010399,0.00004213524,0.000093198825,0.000002295095],"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":[0.003229195,0.0005604114,0.0032778592,0.009953636,0.0028641375,0.00004123958,0.0940726,0.000601937,0.83015025,0.036698718,0.004202114,0.01434791],"study_design_scores_gemma":[0.0039150883,0.000568335,0.0009474735,0.0022992347,0.0011133195,0.0000013636026,0.39572895,0.0007038942,0.5910095,0.0023901018,0.00032149197,0.0010012611],"about_ca_topic_score_codex":0.00919437,"about_ca_topic_score_gemma":0.00039715602,"teacher_disagreement_score":0.30165637,"about_ca_system_score_codex":0.000023878709,"about_ca_system_score_gemma":0.00006081334,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W7033573195","doi":"","title":"Quantum Algorithms for Interpolation and Sampling","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Digital Humanities and Scholarship","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":"Blackberry (Canada)","funders":"","keywords":"Quantum phase estimation algorithm; Quantum algorithm; Quantum Fourier transform; Fourier transform; Gibbs phenomenon; Quantum; Quantum state; Quantum computer; Quantum operation","score_opus":0.06200533643255515,"score_gpt":0.24210386702016912,"score_spread":0.18009853058761396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033573195","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":[0.9931457,0.000099925586,0.000012859616,0.00014435993,0.0009670013,0.00028474044,0.0002664876,0.00009724917,0.004981647],"genre_scores_gemma":[0.07814237,0.000054549673,0.00022928789,0.000010739236,0.00018540121,0.0000010152859,0.0014239647,0.00003767517,0.919915],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99936604,0.000010795359,0.00010525261,0.00022031587,0.00012467978,0.00017293518],"domain_scores_gemma":[0.9994576,0.00006884106,0.00015010123,0.000106873515,0.00017194546,0.00004463619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103347294,0.00015477606,0.00024785197,0.00020839767,0.00038748776,0.00019036604,0.00015046884,0.000102660626,0.00027409202],"category_scores_gemma":[0.000012740699,0.00017597631,0.00012287719,0.000020737361,0.00010138527,0.00040496443,0.000033445227,0.000121634796,0.000025677637],"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":[0.00020713698,0.00003372365,0.000029732762,0.00074113416,0.0001395201,0.0000051527295,0.8616082,0.0000014159386,0.00007870051,0.12321124,0.0037586496,0.010185356],"study_design_scores_gemma":[0.00041202674,0.00021213671,0.00052165583,0.0003388407,0.0001274633,4.3806648e-7,0.9576905,0.00061943266,0.000016393346,0.010016922,0.029714433,0.0003297565],"about_ca_topic_score_codex":0.011633964,"about_ca_topic_score_gemma":0.13084412,"teacher_disagreement_score":0.91500336,"about_ca_system_score_codex":0.000021030122,"about_ca_system_score_gemma":0.000021588381,"threshold_uncertainty_score":0.9949477},"labels":[],"label_agreement":null},{"id":"W7033607072","doi":"","title":"Relational Body Image: Developing an Understanding of How and Why Body Image Changes Across Specific Relationships","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Eating Disorders and Behaviors","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":"University of Waterloo","keywords":"Conceptualization; Intrapersonal communication; Image (mathematics); Trait; Self-concept; Empirical research; Human physical appearance; Interpersonal relationship","score_opus":0.08232181934789197,"score_gpt":0.2931699164703871,"score_spread":0.21084809712249514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033607072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966148,0.00012257101,0.00032713506,0.0014303155,0.00046708225,0.00028891856,0.00013154266,0.00009130179,0.000526293],"genre_scores_gemma":[0.69012624,0.00033993358,0.0079888655,0.000014369596,0.00010357167,0.000003065168,0.00407812,0.0001346222,0.29721123],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99851674,0.00016682087,0.00016665745,0.0005158209,0.00029825038,0.00033568396],"domain_scores_gemma":[0.9988159,0.00013623643,0.0004576976,0.00030505983,0.00020121422,0.00008387142],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003641653,0.00026398298,0.00040906196,0.00039201687,0.0005769739,0.00005177755,0.00023393844,0.0004434679,0.0002067586],"category_scores_gemma":[0.000024781686,0.00032789813,0.00009921688,0.00036711319,0.00025299756,0.0003533418,0.00006379574,0.00043885273,0.00002780633],"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":[0.00070280884,0.0003663115,0.11071005,0.0009795673,0.00048652175,0.00019677426,0.8204604,0.0000049572545,0.029670335,0.02068071,0.014643992,0.0010975925],"study_design_scores_gemma":[0.00071688584,0.00015731677,0.34002104,0.0002442699,0.00011668925,0.000003765145,0.6573063,0.00001922042,0.00013149023,0.00077347015,0.00015431193,0.0003551904],"about_ca_topic_score_codex":0.0045962753,"about_ca_topic_score_gemma":0.04619387,"teacher_disagreement_score":0.30648863,"about_ca_system_score_codex":0.000121371166,"about_ca_system_score_gemma":0.000050791878,"threshold_uncertainty_score":0.9999173},"labels":[],"label_agreement":null},{"id":"W7033688542","doi":"","title":"Pushing for Better: Confronting Conflict, Unsustainability &amp; Colonialism through Sustainability Assessment and Regional Assessment in the Ring of Fire","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical Studies of Medieval Iberia","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":"Government (linguistics); Population; Sustainability; Resource (disambiguation); Risk assessment","score_opus":0.03137623913955041,"score_gpt":0.2781958647468485,"score_spread":0.2468196256072981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033688542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98987925,0.000312559,0.00002337523,0.0061531654,0.00039331836,0.0015098271,0.00007224056,0.00001828556,0.001638001],"genre_scores_gemma":[0.9151552,0.00017033512,0.002118613,0.00010439484,0.00016606018,0.000018764124,0.00050741975,0.000036681296,0.08172258],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99826306,0.00020698007,0.00032042724,0.0004372692,0.00042761542,0.00034467046],"domain_scores_gemma":[0.997829,0.0005117234,0.0005378013,0.00033953754,0.0007434157,0.00003852801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092759053,0.00026432626,0.00070322753,0.000079662146,0.0005815361,0.000054834847,0.00040057703,0.00017487099,0.00007565604],"category_scores_gemma":[0.0000912675,0.00024301477,0.00019455845,0.000053217696,0.00048440747,0.00026999455,0.00011071917,0.00042458632,5.6405077e-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":[0.00025133326,0.00020952073,0.0029377472,0.0034436008,0.00015913408,0.000006132038,0.9520361,0.000013382177,0.000031243242,0.036382247,0.00288609,0.0016435116],"study_design_scores_gemma":[0.0011480984,0.00022450645,0.025094757,0.00022707641,0.00019463954,4.3332454e-7,0.8247812,0.00011524967,0.0000033906163,0.0022836586,0.14563443,0.00029256992],"about_ca_topic_score_codex":0.104519434,"about_ca_topic_score_gemma":0.14275147,"teacher_disagreement_score":0.14274834,"about_ca_system_score_codex":0.00080547517,"about_ca_system_score_gemma":0.00027241785,"threshold_uncertainty_score":0.9909855},"labels":[],"label_agreement":null},{"id":"W7033832387","doi":"","title":"Social Capital and the Significance of Pre-Migration Context among \\nBurmese Refugee Communities In Canada","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Population; Context (archaeology); Government (linguistics); Refugee; Burmese; Immigration","score_opus":0.009079002786188086,"score_gpt":0.16869896960465153,"score_spread":0.15961996681846344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033832387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952546,0.000117286145,1.3693855e-7,0.0005032949,0.00010567601,0.00024364979,0.00011168121,0.0000073224987,0.003656405],"genre_scores_gemma":[0.8961935,0.000043950946,0.0000032086468,0.00002549394,0.00002927881,9.864884e-7,0.0007439973,0.0000061137725,0.10295348],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993965,0.00005638194,0.00018556985,0.000070254915,0.00018009036,0.00011122285],"domain_scores_gemma":[0.9992687,0.000061811734,0.00039306917,0.00011051834,0.00014967899,0.00001623366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007933325,0.00012131922,0.0002951982,0.000085833046,0.00032479325,0.000056406832,0.00022462361,0.000064946245,0.00025065642],"category_scores_gemma":[0.0000016259139,0.000104494255,0.000047982543,0.000033034717,0.00044979877,0.0006568993,0.00003320177,0.00014382115,6.994459e-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":[0.00028994415,0.00001299726,0.001086165,0.0002935621,0.00003817164,8.0239664e-7,0.95369154,0.000013657708,0.0000025189877,0.041696005,0.0025805277,0.0002940812],"study_design_scores_gemma":[0.0006939671,0.00002810159,0.018231306,0.00007706043,0.000031253305,7.226007e-8,0.9751212,0.00022542577,0.000050880248,0.00040691844,0.0050147614,0.00011904342],"about_ca_topic_score_codex":0.9985095,"about_ca_topic_score_gemma":0.9999367,"teacher_disagreement_score":0.09929708,"about_ca_system_score_codex":0.00005476635,"about_ca_system_score_gemma":0.0001849285,"threshold_uncertainty_score":0.42611519},"labels":[],"label_agreement":null},{"id":"W7033863225","doi":"","title":"Seasonal and environmental effects on physiological tolerances and gill adaptations of imperilled Eastern Sand Darter (Ammocrypta pellucida)","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Publishing and Scholarly Communication","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":"Threatened species; Habitat; Benthic zone; Biodiversity; Riffle; Habitat destruction; Invertebrate; Indicator species","score_opus":0.014047244921964859,"score_gpt":0.18961870686754262,"score_spread":0.17557146194557777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033863225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99612635,0.0010667257,3.9097588e-7,0.00034615118,0.00020136102,0.00014142328,0.00012311841,0.000021157222,0.0019732995],"genre_scores_gemma":[0.91107446,0.0003991326,0.000053846274,0.000012583324,0.000060335915,6.6145554e-7,0.0005200282,0.0000104994715,0.08786842],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992982,0.00008193221,0.00009246715,0.00023989179,0.00017850485,0.00010900164],"domain_scores_gemma":[0.9995515,0.00007140054,0.00012583716,0.00016697562,0.000031796895,0.000052495478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079289355,0.00016099199,0.00027460675,0.00011844287,0.00025904036,0.00012612592,0.0001695538,0.00011233594,0.00016761913],"category_scores_gemma":[0.000007331508,0.00014911409,0.00007810706,0.000019397112,0.0002127765,0.00038098762,0.00006195006,0.00024671378,0.000010353686],"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":[0.00059383066,0.00021198572,0.00072735857,0.0009026861,0.00039552688,0.000018159031,0.94581485,0.0000073688175,0.016968304,0.007530374,0.0031346467,0.02369494],"study_design_scores_gemma":[0.002792903,0.001969239,0.11367941,0.002080551,0.0008687147,0.000005422705,0.85022914,0.003590357,0.0015440168,0.0024031652,0.019683994,0.001153056],"about_ca_topic_score_codex":0.0018555898,"about_ca_topic_score_gemma":0.004539871,"teacher_disagreement_score":0.112952046,"about_ca_system_score_codex":0.000016903296,"about_ca_system_score_gemma":0.000015068629,"threshold_uncertainty_score":0.6080696},"labels":[],"label_agreement":null},{"id":"W7033908819","doi":"","title":"Robust Multi-Class Multi-Period Scheduling of MRI Services with Wait Time Targets","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Scheduling (production processes); Robust optimization; Integer programming; Schedule; Set (abstract data type); Job shop scheduling; Linear programming; Service (business); Deadline-monotonic scheduling; Robustness (evolution)","score_opus":0.03216983893146557,"score_gpt":0.2916162523064427,"score_spread":0.25944641337497715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033908819","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":[0.99458134,0.000155609,0.0020180927,0.00097438757,0.00043974508,0.0011947956,0.0001733249,0.00010968726,0.00035302067],"genre_scores_gemma":[0.050413735,0.00029260424,0.45880178,0.00007960812,0.00016340498,0.0000072819757,0.0042464244,0.0001315579,0.4858636],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977961,0.00031845743,0.00045406757,0.0005536497,0.00037278282,0.0005049404],"domain_scores_gemma":[0.9966856,0.000059111007,0.0008886387,0.00049696816,0.001670154,0.00019951261],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044495266,0.00035873224,0.0007623539,0.00038198056,0.0011902956,0.000014789679,0.00042368338,0.0008405116,0.0010163252],"category_scores_gemma":[0.000027730655,0.0003565229,0.00012528524,0.0003628784,0.00012013602,0.00035389126,0.00007904845,0.00065979286,0.00028860118],"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":[0.0015183948,0.0007587951,0.009181879,0.010769776,0.0006396694,0.00004714449,0.93885833,0.02976024,0.0065951007,0.000139515,0.00084587873,0.00088526576],"study_design_scores_gemma":[0.0043935026,0.0005215123,0.0069726906,0.0048922147,0.0003786184,0.0000019972529,0.6439385,0.33629817,0.00067199196,0.000004547904,0.0010662063,0.0008600776],"about_ca_topic_score_codex":0.033519987,"about_ca_topic_score_gemma":0.16139638,"teacher_disagreement_score":0.9441676,"about_ca_system_score_codex":0.00015934664,"about_ca_system_score_gemma":0.00075206545,"threshold_uncertainty_score":0.9998969},"labels":[],"label_agreement":null},{"id":"W7033991784","doi":"","title":"Signorini conditions for inviscid fluids","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radioactive Decay and Measurement 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":"University of Waterloo","keywords":"Nucleofection; TSG101; Gestational period; Diafiltration; Fusible alloy; Articular cartilage damage; Hyperlactatemia; Dysgeusia","score_opus":0.014961939616456083,"score_gpt":0.23450063023717616,"score_spread":0.21953869062072007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033991784","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":[0.98870236,0.00006889819,0.0013643394,0.00018058151,0.0003552147,0.00059217605,0.00057008216,0.00006692376,0.008099428],"genre_scores_gemma":[0.4569546,0.000025176992,0.0026866922,0.000010258377,0.00017275498,0.000008710737,0.007995048,0.00003597225,0.53211075],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99925977,0.00003124403,0.000095282405,0.00027788238,0.00015279431,0.00018304221],"domain_scores_gemma":[0.99922687,0.000031262185,0.00015959429,0.00021624508,0.0003018281,0.00006418399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000079248,0.00017967405,0.00031947574,0.00013039607,0.00021577286,0.00001986606,0.00020120582,0.00012317859,0.00069838564],"category_scores_gemma":[0.000003082211,0.0002259228,0.00029389292,0.00010214049,0.000045726636,0.00016705858,0.000018060799,0.00014564817,0.000010303224],"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":[0.0006823476,0.0013854367,0.009093897,0.0013295934,0.0034823462,0.000034031094,0.16301247,0.00004410107,0.5699929,0.0849322,0.14610898,0.019901693],"study_design_scores_gemma":[0.002131341,0.00038590314,0.0056287358,0.0006558281,0.0011142842,7.1102966e-7,0.50473136,0.00010253663,0.45369965,0.007940062,0.022447212,0.0011623953],"about_ca_topic_score_codex":0.00498039,"about_ca_topic_score_gemma":0.0027856538,"teacher_disagreement_score":0.53174776,"about_ca_system_score_codex":0.000034711644,"about_ca_system_score_gemma":0.00012006637,"threshold_uncertainty_score":0.92128646},"labels":[],"label_agreement":null},{"id":"W7034044263","doi":"","title":"Serious Games on the Lived Experience of Dementia as Learning Tools in Pharmacy Education","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Economic and Technological Innovation","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":"University of Waterloo","funders":"","keywords":"Formative assessment; Dementia; Lived experience; Pharmacy; Experiential learning; Serious game; Popularity; Transparency (behavior); Qualitative research","score_opus":0.05362930967896466,"score_gpt":0.2511752108631406,"score_spread":0.19754590118417592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034044263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945308,0.00016030383,0.0000028792247,0.0006517363,0.00029863117,0.00023332902,0.000011820979,0.000035286623,0.004075235],"genre_scores_gemma":[0.8991642,0.00039179384,0.00006600051,0.000026090112,0.00001130916,0.0000035108187,0.00014200906,0.0000123823165,0.100182675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992678,0.00001725186,0.0002626014,0.00027963592,0.000033943223,0.00013872821],"domain_scores_gemma":[0.99906576,0.00006311217,0.0006226637,0.00018262216,0.0000483096,0.000017506276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021548083,0.00012177246,0.00030196118,0.00039536916,0.0000846651,0.0000184454,0.00032062625,0.00015336993,0.0005463504],"category_scores_gemma":[0.0001074429,0.00013692083,0.00008070633,0.00032166234,0.00006266099,0.00016945228,0.000041872205,0.00027266805,0.00025055362],"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":[0.00046390283,0.00069934677,0.11738421,0.0005217089,0.0004552327,0.00001554185,0.39577624,0.00048104915,0.0034400474,0.41662803,0.0024883715,0.0616463],"study_design_scores_gemma":[0.0010384565,0.00030305466,0.2027542,0.0004409256,0.000042611056,8.014482e-7,0.7556444,0.00094491267,0.0068774703,0.023804171,0.0074883956,0.0006606411],"about_ca_topic_score_codex":0.020722795,"about_ca_topic_score_gemma":0.002827359,"teacher_disagreement_score":0.39282387,"about_ca_system_score_codex":0.00007034255,"about_ca_system_score_gemma":0.00003913844,"threshold_uncertainty_score":0.9857983},"labels":[],"label_agreement":null},{"id":"W7034056415","doi":"","title":"Selection and characterization of an aptamer to a thiazole orange derivative for use in a fluorescence-based biosensor","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Soil and Environmental 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":"University of Waterloo","keywords":"Aptamer; Systematic evolution of ligands by exponential enrichment; RNA; DNA; Biosensor; SELEX Aptamer Technique; RNase P; Riboswitch; RNase H; Nucleic acid","score_opus":0.021174775190455564,"score_gpt":0.19392811714801378,"score_spread":0.1727533419575582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034056415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99926436,0.0000025216373,4.7307253e-7,0.00024921237,0.000035392113,0.00030835852,0.00012122623,0.000016438702,0.000002041702],"genre_scores_gemma":[0.9915393,0.00005128645,0.00040808474,0.000013366949,0.000017182483,0.0000032155042,0.0011040764,0.0000020493148,0.0068614176],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99951625,0.000024958075,0.00006686003,0.0001990952,0.000086306216,0.000106517655],"domain_scores_gemma":[0.99977607,0.000036645866,0.00009255759,0.00002179732,0.000038847826,0.000034075998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004521837,0.000096354925,0.00018135835,0.000044494107,0.000091594426,0.000008117458,0.00006453025,0.00009600603,0.000012991957],"category_scores_gemma":[0.000007790966,0.000056184348,0.000038965376,0.0002224941,0.000030231873,0.00012062503,0.000017778882,0.000038539067,0.000002413999],"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":[0.0004978068,0.000080783975,0.01705101,0.000070089874,0.000018493078,0.0000011727714,0.01618852,0.0000049819964,0.9444451,0.0000028120392,0.0000151184895,0.021624152],"study_design_scores_gemma":[0.00020345623,0.00037433696,0.9375833,0.00008398197,0.00002144833,8.001163e-8,0.035479452,0.00028842667,0.025779618,0.000007656437,0.00005926888,0.0001189615],"about_ca_topic_score_codex":0.030654408,"about_ca_topic_score_gemma":0.19945477,"teacher_disagreement_score":0.9205323,"about_ca_system_score_codex":0.000023181794,"about_ca_system_score_gemma":0.0000032957116,"threshold_uncertainty_score":0.9758006},"labels":[],"label_agreement":null},{"id":"W7034120395","doi":"","title":"State and Parameter Estimation of Vehicle-Trailer Systems","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Historical and Modern Theater 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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Trailer; Control theory (sociology); Estimator; Estimation theory; Observer (physics); Vehicle dynamics; Inertial measurement unit; Articulated vehicle","score_opus":0.016404313180189405,"score_gpt":0.233637730026477,"score_spread":0.2172334168462876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034120395","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":[0.99650544,0.0012550203,0.000080815735,0.00008394629,0.00064630597,0.0001588536,0.000060551974,0.000015761974,0.0011933092],"genre_scores_gemma":[0.40899724,0.0000977502,0.00030144732,0.0000029132714,0.000010410647,7.721194e-7,0.0001146869,0.000012311309,0.59046245],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992174,0.00007726175,0.00013499254,0.00027192224,0.00014643253,0.0001520257],"domain_scores_gemma":[0.9993698,0.000046905796,0.00021028868,0.00019980282,0.00012310343,0.00005010973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065801505,0.00015070348,0.000440514,0.0001258195,0.00007791444,0.0000071216077,0.000108884225,0.00017166596,0.00015374497],"category_scores_gemma":[0.0000063997977,0.00016096319,0.00008433056,0.000075098986,0.000080053556,0.000060753977,0.000031623225,0.00012377245,0.000030748066],"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":[0.00063136365,0.0002534614,0.0013859379,0.0018985095,0.0010832936,0.00011950296,0.9555237,0.0001691137,0.0033181026,0.00068349694,0.0043946616,0.030538801],"study_design_scores_gemma":[0.00492986,0.0013030336,0.14058414,0.0020237316,0.0019677205,0.000025210418,0.83523613,0.0028075702,0.002773376,0.0012758368,0.005195885,0.001877475],"about_ca_topic_score_codex":0.030802844,"about_ca_topic_score_gemma":0.0059366426,"teacher_disagreement_score":0.58926916,"about_ca_system_score_codex":0.00003256664,"about_ca_system_score_gemma":0.000018581282,"threshold_uncertainty_score":0.97565114},"labels":[],"label_agreement":null},{"id":"W7034173511","doi":"","title":"Tuktu Past, Present, and Future: State of Torngat Mountains Caribou and their Forage in a Changing Environment","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cancer Genomics and Diagnostics","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":"Tundra; Forage; Vegetation (pathology); Population; Climate change; Range (aeronautics); Arctic","score_opus":0.0037252106844009297,"score_gpt":0.17710127601193054,"score_spread":0.1733760653275296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034173511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99685806,0.0021657492,0.000008415789,0.00023707516,0.0000795093,0.00020102363,0.00039606463,0.0000018357035,0.0000522707],"genre_scores_gemma":[0.95137614,0.014093388,0.00020735843,0.000022307231,0.00019292276,0.0000030089536,0.0025692775,0.00003654908,0.03149903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99941045,0.000025700749,0.00008036324,0.00025666392,0.00007233917,0.00015447993],"domain_scores_gemma":[0.9996353,0.000009339171,0.0001270654,0.0001652847,0.000017421406,0.000045614335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000750468,0.00013885078,0.0002065296,0.00014611664,0.00006751505,0.0000064432143,0.00010454881,0.00009417897,0.00002248245],"category_scores_gemma":[0.0000012958783,0.00016072612,0.00005119912,0.000055380617,0.000051644627,0.000004530989,0.00018639698,0.00008717149,1.3550509e-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":[0.0026669775,0.00050513056,0.01437744,0.0020125594,0.00089294184,0.00011903597,0.46823764,0.0015939116,0.4213163,0.0002851838,0.003033257,0.084959656],"study_design_scores_gemma":[0.004396619,0.0016284772,0.04677485,0.00015694024,0.0002615023,0.00001340704,0.6784588,0.00061762694,0.08304592,0.00033694186,0.18302464,0.0012842757],"about_ca_topic_score_codex":0.00570092,"about_ca_topic_score_gemma":0.011216619,"teacher_disagreement_score":0.33827037,"about_ca_system_score_codex":0.000033751185,"about_ca_system_score_gemma":0.00003399792,"threshold_uncertainty_score":0.86181235},"labels":[],"label_agreement":null},{"id":"W7034179757","doi":"","title":"Sustainable Food Security for Local Communities in the Globalized Era: a Comparative Examination of Brazilian and Canadian Case Studies","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"SAS software applications and methods","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":"Food security; Food systems; Overconsumption; Food processing; Equity (law); Sustainable agriculture; Sustainability; Environmental degradation; Agriculture; Intergenerational equity","score_opus":0.024748415373364557,"score_gpt":0.26311581446240195,"score_spread":0.2383673990890374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034179757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741256,0.0013313167,0.00015756121,0.000032034874,0.000037317466,0.00060056336,0.00013060881,0.000019079762,0.000278969],"genre_scores_gemma":[0.99492675,0.00051630597,0.0017280313,0.00000377417,0.0000047370995,0.000007754064,0.00025892185,0.000008908365,0.0025448073],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99944735,0.00010628393,0.000103983475,0.0000939675,0.00007564339,0.00017278665],"domain_scores_gemma":[0.9992499,0.00021671235,0.00006680183,0.00017159672,0.0002555829,0.00003941635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026287013,0.0001333028,0.00032645502,0.00023765498,0.0002241614,0.0000070626975,0.00014774653,0.00012506949,0.000003765799],"category_scores_gemma":[0.000010699264,0.00013857988,0.00004730574,0.00020108046,0.00016088555,0.00010142954,0.000015558298,0.00013819974,1.7982259e-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":[0.00004142711,0.000026917449,0.00005857778,0.0010085427,0.00015823601,0.00005208859,0.993879,0.00040743224,0.0000067293718,0.0015419088,0.0010834327,0.0017357009],"study_design_scores_gemma":[0.00049458654,0.000105738625,0.0011830191,0.00006197358,0.00007541842,0.00002864866,0.99499834,0.0014483759,0.00011210476,0.00041487627,0.0009466125,0.00013031998],"about_ca_topic_score_codex":0.48253694,"about_ca_topic_score_gemma":0.9512924,"teacher_disagreement_score":0.46875545,"about_ca_system_score_codex":0.0001650401,"about_ca_system_score_gemma":0.000074597476,"threshold_uncertainty_score":0.56511235},"labels":[],"label_agreement":null},{"id":"W7034184162","doi":"","title":"From Suburban to Urban: Increasing Density and Housing Adaptability via Small-Scale Infill Development in Medium Sized Cities.","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Infill; Adaptability; Neighbourhood (mathematics); Population; Variety (cybernetics); Real estate; Scale (ratio); Demographics; Subdivision","score_opus":0.013343068608548767,"score_gpt":0.19094551010756217,"score_spread":0.17760244149901339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034184162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99549675,0.00008112132,0.0019950487,0.0008841165,0.00054590596,0.00033774873,0.0000048457578,0.00062393514,0.000030501818],"genre_scores_gemma":[0.8067837,0.000013858146,0.18374504,0.000020855516,0.000035111065,0.0000011668078,0.00008819177,0.000036493566,0.009275579],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978705,0.00015560129,0.00027702478,0.00086864794,0.00040727525,0.0004209534],"domain_scores_gemma":[0.9985155,0.0002267194,0.00027105518,0.0006553242,0.00018646473,0.00014492977],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006041113,0.00034080955,0.0006730003,0.00073590747,0.00030773802,0.00005980147,0.0012772364,0.0004015591,0.0000072489456],"category_scores_gemma":[0.00012055321,0.00044632272,0.00008289414,0.0006009128,0.00015377987,0.00026109535,0.0008780025,0.0004031015,0.000023543149],"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":[0.00046814323,0.00014874172,0.03220981,0.0004668323,0.00017261133,0.00027830873,0.9038395,0.00012679811,0.0151429055,0.00008554383,0.0012513995,0.045809373],"study_design_scores_gemma":[0.0015876696,0.00017100778,0.8707512,0.0013714996,0.00010020317,0.0000061361943,0.096453436,0.0045733685,0.020603871,0.0015640861,0.0011012243,0.0017162884],"about_ca_topic_score_codex":0.10246731,"about_ca_topic_score_gemma":0.32922962,"teacher_disagreement_score":0.8385414,"about_ca_system_score_codex":0.00049737183,"about_ca_system_score_gemma":0.0003949504,"threshold_uncertainty_score":0.99979883},"labels":[],"label_agreement":null},{"id":"W7034206152","doi":"","title":"Structurally Enhanced Electrodes for Redox Flow Batteries Produced via Electrospinning","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Glycosylation and Glycoproteins 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","keywords":"Flow battery; Polyacrylonitrile; Electrospinning; Electrode; Energy storage; Electrolyte; Redox; Porosity","score_opus":0.0057919607493058314,"score_gpt":0.22999635601682028,"score_spread":0.22420439526751446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034206152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975943,0.00045618627,0.000470389,0.00035633316,0.00021363386,0.0006658359,0.000051189923,0.000032325843,0.00015983282],"genre_scores_gemma":[0.6314205,0.00020152092,0.0037114823,0.00001732819,0.0001635619,0.0000074733466,0.004362488,0.000055623907,0.36006004],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986724,0.00003660451,0.00013019708,0.0005795492,0.00021459392,0.00036662334],"domain_scores_gemma":[0.99913734,0.0000067498845,0.00012668649,0.0003166398,0.00034450996,0.000068062844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000113531285,0.00024825102,0.00028043985,0.00016998597,0.00017817314,0.000039704053,0.00030796026,0.0003295136,0.000093438684],"category_scores_gemma":[0.000037482023,0.00027443294,0.00020195068,0.00014312024,0.00006046425,0.000012135428,0.000058040678,0.0002050494,0.00001657269],"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":[0.0008399077,0.0000147996025,0.000008607145,0.00049835414,0.00016259211,0.0000034152945,0.0074860933,0.000026911339,0.9839604,0.000016202108,0.0022371735,0.00474555],"study_design_scores_gemma":[0.00045981258,0.00063888857,0.00031164783,0.00008956948,0.000070769966,0.0000029988892,0.0063541406,0.0002474593,0.98867685,0.00019082174,0.0026414536,0.00031557606],"about_ca_topic_score_codex":0.0011383044,"about_ca_topic_score_gemma":0.008343593,"teacher_disagreement_score":0.36617377,"about_ca_system_score_codex":0.000039022743,"about_ca_system_score_gemma":0.00018335458,"threshold_uncertainty_score":0.9999708},"labels":[],"label_agreement":null},{"id":"W7034266458","doi":"","title":"Technology Design Recommendations Informed by Observations of Videos of Popular Musicians Teaching and Learning Songs by Ear","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Congenital heart defects 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":"Blackberry (Canada)","funders":"","keywords":"Set (abstract data type); Control (management); Online learning; Core (optical fiber); Key (lock); Learning design; Singing; Music technology","score_opus":0.014617841016187114,"score_gpt":0.24840786952066674,"score_spread":0.2337900285044796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034266458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750525,0.001147884,0.00012878358,0.00066308904,0.000046385132,0.00027905125,0.000119982826,0.00001690441,0.00009264514],"genre_scores_gemma":[0.67689323,0.0014517597,0.008045959,0.000012321698,0.000018252236,0.0000037027676,0.0049827294,0.000058604295,0.30853343],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991446,0.000113876464,0.00015932193,0.00026005655,0.00014420044,0.0001779143],"domain_scores_gemma":[0.999376,0.00003732924,0.00016876763,0.00019635199,0.00017493997,0.00004659452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021888886,0.00014573194,0.00026119218,0.00023925083,0.00017533403,0.000009701139,0.00020372569,0.00036730224,0.000021248463],"category_scores_gemma":[0.00015768515,0.00017860168,0.00008638093,0.00019189755,0.0001189284,0.00001631497,0.00012643676,0.00044878697,0.0000027571032],"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":[0.00009380602,0.00006885376,0.00040416754,0.00052363134,0.00020881616,0.0000021878,0.014796263,0.000012888053,0.9595482,0.000042859752,0.013205727,0.011092605],"study_design_scores_gemma":[0.0016803985,0.0032623569,0.00083698635,0.0012044836,0.0006561661,0.000012829647,0.53542,0.0012612358,0.35053056,0.0002569604,0.10383531,0.0010426979],"about_ca_topic_score_codex":0.0054457057,"about_ca_topic_score_gemma":0.006647607,"teacher_disagreement_score":0.6090176,"about_ca_system_score_codex":0.000023329805,"about_ca_system_score_gemma":0.0001171979,"threshold_uncertainty_score":0.82323146},"labels":[],"label_agreement":null},{"id":"W7034332725","doi":"","title":"A Tractable Approach To Inverse Optimization Under Euclidean Norm","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Optimization Algorithms 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":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Optimization problem; Inverse problem; Nonlinear programming; Continuous optimization; Inverse; Heuristic; Measure (data warehouse); Penalty method; Linear programming; Euclidean distance; Constrained optimization","score_opus":0.042956928560126194,"score_gpt":0.28304876418987834,"score_spread":0.24009183562975214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034332725","genre_codex":"empirical","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":[0.56924,0.000064993874,0.37923828,0.0026295818,0.0016347893,0.007055331,0.0005278193,0.0021636705,0.03744554],"genre_scores_gemma":[0.00024769473,0.000083691615,0.34172854,0.000015947518,0.000032567077,0.0000029925502,0.0011597902,0.000104227845,0.65662456],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.99796903,0.000089559726,0.00023815176,0.0005693698,0.00068443664,0.000449423],"domain_scores_gemma":[0.9982551,0.00013769498,0.00031062847,0.0005240329,0.00053472107,0.00023787718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028458997,0.00032320363,0.0005555357,0.0008198338,0.00026202385,0.000040925,0.0005540984,0.00040287926,0.00038142983],"category_scores_gemma":[0.00016754786,0.00039767736,0.00017337679,0.0010312852,0.0000617663,0.00035612573,0.00013135346,0.0003899972,0.0002126323],"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":[0.00043666599,0.00056618184,0.00002193376,0.0014937212,0.0003532808,0.000038444767,0.16266687,0.8026359,0.00035697658,0.0027820398,0.027119473,0.0015285183],"study_design_scores_gemma":[0.0022751507,0.00023286577,0.00024742793,0.0004819023,0.00038728205,0.0000055863566,0.6973261,0.29154807,0.00065370556,0.0048343567,0.00063339603,0.0013741193],"about_ca_topic_score_codex":0.0053128563,"about_ca_topic_score_gemma":0.014897592,"teacher_disagreement_score":0.619179,"about_ca_system_score_codex":0.00025724334,"about_ca_system_score_gemma":0.00017479715,"threshold_uncertainty_score":0.99984753},"labels":[],"label_agreement":null},{"id":"W7034527848","doi":"","title":"Toxicity and bioaccumulation kinetics of cadmium and potassium permanganate in two clades within the 𝘏𝘺𝘢𝘭𝘦𝘭𝘭𝘢 𝘢𝘻𝘵𝘦𝘤𝘢 species complex","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Education, Innovation and Language 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":"Bioaccumulation; Species complex; Clade; Cadmium; DNA barcoding; Ecotoxicology; Acclimatization","score_opus":0.030742640295019604,"score_gpt":0.2975728571375492,"score_spread":0.2668302168425296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034527848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99233896,0.00014341569,0.0000021028688,0.0034246235,0.00023544396,0.00025923032,0.000025479896,0.000011057074,0.0035596776],"genre_scores_gemma":[0.9131808,0.00019778853,0.00020110083,0.000023003155,0.000042739954,2.301318e-7,0.000113764516,0.0000058821574,0.08623469],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992095,0.00013107125,0.00014128364,0.00017397708,0.00022171409,0.00012240974],"domain_scores_gemma":[0.9992319,0.0000848828,0.00031161925,0.00011605367,0.00022708114,0.000028482764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029727808,0.00011372606,0.00023505324,0.00019703597,0.00023824454,0.000025411684,0.00014835865,0.00009641955,0.00018770296],"category_scores_gemma":[0.000055964778,0.00010572296,0.000031490406,0.00028067347,0.0004288898,0.00013259832,0.000037603033,0.00013236822,8.5654966e-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":[0.000051255705,0.000056624867,0.034016587,0.00017521858,0.000040807623,8.651586e-7,0.9488299,0.000013004376,0.0064253546,0.009381097,0.0005638199,0.000445493],"study_design_scores_gemma":[0.00024001967,0.000026679249,0.3099033,0.000050099785,0.000031925607,1.6313784e-7,0.68830323,0.0000511505,0.0004691557,0.00010193765,0.00072840723,0.00009394241],"about_ca_topic_score_codex":0.11157408,"about_ca_topic_score_gemma":0.7116565,"teacher_disagreement_score":0.60008246,"about_ca_system_score_codex":0.000047205456,"about_ca_system_score_gemma":0.00005688356,"threshold_uncertainty_score":0.894342},"labels":[],"label_agreement":null},{"id":"W7034568619","doi":"","title":"Triangular B&amp;#233;zier Surfaces with Approximate Continuity","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Numerical Analysis 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":"University of Waterloo","keywords":"Discontinuity (linguistics); Triangle mesh; Surface (topology); Parametric statistics; Interpolation (computer graphics); Smoothness; Parametric surface; Point (geometry)","score_opus":0.0074997467353135885,"score_gpt":0.19454069575251362,"score_spread":0.18704094901720003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034568619","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":[0.9950729,0.00036837408,0.0021065501,0.000037085443,0.00007218374,0.0003001433,0.00004286403,0.0006207132,0.0013791809],"genre_scores_gemma":[0.27829924,0.0022979376,0.07155333,0.000010001293,0.00005703986,0.0000034056193,0.0016801539,0.0001985819,0.6459003],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988059,0.000034591194,0.00015908542,0.00035080579,0.00032833812,0.00032127864],"domain_scores_gemma":[0.99912435,0.000026328722,0.00018033986,0.00040621212,0.00015623971,0.000106533975],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006813139,0.000361659,0.00075213466,0.0002610914,0.0001250082,0.000013060973,0.00036473718,0.0003043035,0.00014564172],"category_scores_gemma":[0.000007448893,0.00037075137,0.00020819745,0.00037448207,0.0001209894,0.00024436283,0.000030045647,0.00034115693,0.000038004888],"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":[0.0051334593,0.0013117437,0.0076351794,0.011532376,0.010247597,0.001504049,0.5837829,0.05423243,0.22674647,0.0007833208,0.041432563,0.055657882],"study_design_scores_gemma":[0.016332978,0.0021705842,0.037289564,0.005399758,0.008260872,0.0001375572,0.4144426,0.031115511,0.30580103,0.0031302192,0.15846539,0.017453942],"about_ca_topic_score_codex":0.00436769,"about_ca_topic_score_gemma":0.022227116,"teacher_disagreement_score":0.7167737,"about_ca_system_score_codex":0.00009934507,"about_ca_system_score_gemma":0.000024874977,"threshold_uncertainty_score":0.9998745},"labels":[],"label_agreement":null},{"id":"W7034651627","doi":"","title":"Urban Landscape Connectivity in Southern Ontario: Evaluating Current Approaches and Exploring the Potential of Climate Connectivity Considerations","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Wildlife-Road Interactions and Conservation","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Landscape connectivity; Urbanization; Climate change; Wetland; Habitat; Ecosystem services; Ecosystem; Land use; Land use, land-use change and forestry; Population growth","score_opus":0.04654590898754285,"score_gpt":0.23034278774738143,"score_spread":0.18379687875983858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034651627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886495,0.000022471895,0.0000051705706,0.0002316408,0.00026019578,0.00032047677,0.000036469984,0.000021323895,0.00023729549],"genre_scores_gemma":[0.9917627,0.00004912212,0.00012266093,0.0000032745581,0.000014390348,0.0000053572685,0.000098534634,0.000013361922,0.007930611],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989267,0.0001524828,0.000168893,0.0003228831,0.00024760872,0.00018141972],"domain_scores_gemma":[0.99928445,0.00016113135,0.000285221,0.0001977594,0.000035278532,0.00003616253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042991104,0.000159272,0.00026425102,0.00011160414,0.00030361192,0.00002760269,0.000117606854,0.000081617814,0.00035129345],"category_scores_gemma":[0.000051754512,0.00015521895,0.00008588918,0.00016431957,0.00011586192,0.00034352817,0.0001159652,0.00028892807,0.000023826658],"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":[0.00027361335,0.00025436527,0.47767583,0.00021857486,0.00010605054,0.0000097715365,0.49880826,0.0036976933,0.003681999,0.00017395585,0.0004976654,0.01460221],"study_design_scores_gemma":[0.00044288393,0.00006992663,0.72547114,0.0001500677,0.000108869375,0.000002087911,0.26669762,0.006527485,0.00011507285,0.00020806702,0.000024102668,0.00018270148],"about_ca_topic_score_codex":0.3630645,"about_ca_topic_score_gemma":0.8928972,"teacher_disagreement_score":0.52983266,"about_ca_system_score_codex":0.00012234056,"about_ca_system_score_gemma":0.0000526241,"threshold_uncertainty_score":0.6411769},"labels":[],"label_agreement":null},{"id":"W7034823858","doi":"","title":"“We're not just about building subdivisions. We can also do good things for the world”: Private Developers and Active Transportation Implementation in the Region of Waterloo","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"AI and HR Technologies","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":"Transportation planning; Urban planning; Public transport; Private transport; Private sector; Population; Action (physics); Public policy; Qualitative research","score_opus":0.020102352442648373,"score_gpt":0.24383831180732513,"score_spread":0.22373595936467675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034823858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98698175,0.00013807109,0.000031048065,0.011527915,0.00013902107,0.0010117345,0.000050186318,0.000049861355,0.00007039682],"genre_scores_gemma":[0.99010473,0.0006410722,0.00036466293,0.00011395196,0.00003532247,0.000014824384,0.00083266664,0.000028488425,0.007864279],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99884343,0.000024905206,0.00022991294,0.00033830322,0.00031346187,0.00024997018],"domain_scores_gemma":[0.99889797,0.00011999297,0.00062369084,0.00021993072,0.00013091425,0.0000075296875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029886776,0.00023707071,0.00031621128,0.0005910505,0.0006152597,0.00007820614,0.000576968,0.00012939837,0.0000756174],"category_scores_gemma":[0.000015660664,0.00018607122,0.00011871862,0.00055225304,0.000099252415,0.0007861794,0.00006816408,0.00027865355,7.19063e-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":[0.0012851342,0.00013091629,0.0073865904,0.0027168836,0.00037798536,0.00003396221,0.8275932,0.00015798026,0.003468633,0.05557855,0.0035033308,0.09776683],"study_design_scores_gemma":[0.0009175527,0.000041018073,0.048414964,0.0002757737,0.00038903207,4.2192644e-7,0.93957514,0.00014294812,0.0014240241,0.0011718576,0.0073741563,0.00027311],"about_ca_topic_score_codex":0.039226368,"about_ca_topic_score_gemma":0.21084265,"teacher_disagreement_score":0.17161629,"about_ca_system_score_codex":0.0000685926,"about_ca_system_score_gemma":0.000035066252,"threshold_uncertainty_score":0.9671715},"labels":[],"label_agreement":null},{"id":"W7034864294","doi":"","title":"Using Very High Resolution Remotely Piloted Aircraft Imagery to Map Peatland Vegetation Composition and Configuration Patterns within an Elevation Gradient","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrolyte and hormonal 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":"Vegetation (pathology); Elevation (ballistics); Wetland; Peat; High resolution; Vegetation classification; Digital elevation model","score_opus":0.016458502703666868,"score_gpt":0.23618014767101864,"score_spread":0.21972164496735178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034864294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974365,0.000101182384,0.00050589564,0.0009251366,0.00015885162,0.00071388273,0.000034055374,0.00006334079,0.000061116836],"genre_scores_gemma":[0.9779378,0.000095501986,0.0015717018,0.00009576202,0.000055612334,0.0000014568792,0.012264342,0.0000370443,0.00794076],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99856,0.00012768866,0.00020240647,0.000448307,0.00043914883,0.00022241767],"domain_scores_gemma":[0.9990504,0.000020559435,0.00031812766,0.00020793466,0.00026780553,0.00013521855],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016456212,0.00024114495,0.0003811843,0.00056817103,0.0003655964,0.00003034479,0.00008506774,0.00018961659,0.00006268605],"category_scores_gemma":[0.0000093503895,0.00030277224,0.00007271583,0.00022019485,0.00003711442,0.00033386104,0.000023200395,0.00029895388,0.0000048557104],"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":[0.0045667617,0.00026595284,0.0010220842,0.00095119636,0.00018547798,0.000071440474,0.065740205,0.0013684114,0.9230891,0.00022529671,0.0002206765,0.0022934359],"study_design_scores_gemma":[0.004836355,0.004482275,0.8532337,0.001288966,0.0017957985,0.00005493857,0.09150026,0.019152544,0.022199279,0.0003462946,0.000102313854,0.0010072648],"about_ca_topic_score_codex":0.030522937,"about_ca_topic_score_gemma":0.030436415,"teacher_disagreement_score":0.90088975,"about_ca_system_score_codex":0.00028645666,"about_ca_system_score_gemma":0.00011795964,"threshold_uncertainty_score":0.9999424},"labels":[],"label_agreement":null},{"id":"W7034921427","doi":"","title":"\"We of the New Left\": A Gender History of the Student Union for Peace Action from the Anti-Nuclear Movement to Women's Liberation","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Psychedelics and Drug 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":"Direktoratet for Utviklingssamarbeid; Simon Fraser University; Mashhad University of Medical Sciences; Scottish Universities Physics Alliance","keywords":"Left-wing politics; Historiography; Liberation movement; Social movement; Narrative; Feminism; White (mutation); Articulation (sociology); Consciousness; New Left; Politics","score_opus":0.03508502098846781,"score_gpt":0.2731679354255444,"score_spread":0.2380829144370766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034921427","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":[0.9890448,0.00040078713,0.000020897554,0.005457884,0.0027021498,0.00078337145,0.00005729482,0.000010145368,0.0015227102],"genre_scores_gemma":[0.35691017,0.00021680687,0.00007067219,0.00013467252,0.00010014166,0.0000025046998,0.000033765256,0.000026128993,0.64250517],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894494,0.00013196068,0.0001565371,0.00028236624,0.0003091691,0.00017501433],"domain_scores_gemma":[0.9983265,0.00005327037,0.0006614568,0.0007579829,0.00016202046,0.000038784532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022134384,0.00017649504,0.00031168084,0.00006434498,0.0003127203,0.000010878443,0.000784319,0.0001644503,0.00021547667],"category_scores_gemma":[0.000013784665,0.00012070633,0.0002286971,0.00005281769,0.000098328965,0.00007063089,0.00012172738,0.0001586333,0.000006815312],"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":[0.00032515105,0.00016400024,0.0007689121,0.00008401371,0.00054140267,3.1740075e-7,0.8677909,0.0000378512,0.01148857,0.0006817394,0.11481753,0.00329961],"study_design_scores_gemma":[0.0011663415,0.00016450709,0.24118161,0.0001877621,0.0003058907,1.840319e-7,0.65302354,0.000014341967,0.0006633017,0.00045255426,0.10263175,0.0002081979],"about_ca_topic_score_codex":0.023181964,"about_ca_topic_score_gemma":0.032725956,"teacher_disagreement_score":0.64098245,"about_ca_system_score_codex":0.0002987041,"about_ca_system_score_gemma":0.000117097276,"threshold_uncertainty_score":0.98492426},"labels":[],"label_agreement":null},{"id":"W7035808582","doi":"","title":"Agricultural Gentrification in Saskatchewan: An Exploration of Landscape Transformations within the Rural Agrarian Locale","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Gentrification; Restructuring; Agrarian society; Agriculture; Sustainability; Agricultural land; Land use; Rurality","score_opus":0.012046690774965627,"score_gpt":0.19544018629905655,"score_spread":0.18339349552409093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035808582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986328,0.000011833516,0.000022096126,0.0005012566,0.00014429328,0.0003017036,0.000031224252,0.00002407509,0.00033071593],"genre_scores_gemma":[0.94659394,0.00005297003,0.000119486045,0.0000045428365,0.000013937082,0.0000013770269,0.002001194,0.0000063506923,0.05120619],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992824,0.0000887503,0.00016338006,0.00016488855,0.00017300232,0.00012754725],"domain_scores_gemma":[0.99952465,0.000014980511,0.00022842188,0.00016967105,0.000021467113,0.000040786865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014992007,0.00011785103,0.00017868011,0.00008173314,0.000121464305,0.00000747554,0.00026453228,0.00019599302,0.00020670697],"category_scores_gemma":[0.0000036131,0.00008887593,0.000075332784,0.00030492042,0.00012808338,0.0005318597,0.000018607236,0.00013627319,0.00009798435],"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":[0.00017075553,0.00012879029,0.0037877602,0.000079222795,0.000035744742,0.0000036641245,0.9531787,0.004177897,0.03277625,0.000112787835,0.0011204713,0.004427962],"study_design_scores_gemma":[0.0002834677,0.00007901535,0.12940416,0.000034693603,0.000035116012,8.034678e-7,0.86788076,0.00043925576,0.0015861016,0.000095199706,0.00003661552,0.00012479024],"about_ca_topic_score_codex":0.02890399,"about_ca_topic_score_gemma":0.4546814,"teacher_disagreement_score":0.4257774,"about_ca_system_score_codex":0.000053405874,"about_ca_system_score_gemma":0.00002527696,"threshold_uncertainty_score":0.9775626},"labels":[],"label_agreement":null},{"id":"W7035820981","doi":"","title":"Algal priming mediates the effects of light and nutrients on organic matter processing: insights from artificial and natural streams","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Phytochemistry and Biological Activities","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":"University of Waterloo","funders":"","keywords":"Nutrient; Priming (agriculture); Nutrient cycle; Organic matter; Chlorophyll a; Negative priming; Decomposition; Algae","score_opus":0.0067330909045799515,"score_gpt":0.17321700508287427,"score_spread":0.1664839141782943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035820981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989576,0.0002683942,1.0671953e-8,0.00044662796,0.00010537097,0.00014552598,0.000021767695,0.000016763237,0.00003794497],"genre_scores_gemma":[0.9917903,0.00009470616,0.0000043647424,0.000012837823,0.00006969938,5.375548e-7,0.0002874762,0.0000012180568,0.007738877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993701,0.000038932016,0.00007637592,0.00025599057,0.00013757507,0.00012100531],"domain_scores_gemma":[0.99948734,0.00023175724,0.00016370206,0.000037181282,0.000040916544,0.000039126557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000024818844,0.00015243597,0.0002393996,0.0000137807965,0.00020159576,0.000023389146,0.00016598476,0.0001851375,0.000040740153],"category_scores_gemma":[0.000019931931,0.00005811329,0.00004875495,0.00010833438,0.000094137424,0.0000764506,0.00006376462,0.00015812053,0.000005200387],"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":[0.00018756426,0.00006140064,0.0014615513,0.00018361252,0.000035389003,0.0000057640705,0.011093359,2.2776323e-8,0.97347575,0.000004813188,0.00006520664,0.013425586],"study_design_scores_gemma":[0.0001786863,0.00032209247,0.2887494,0.0004875301,0.00009877933,5.9612296e-7,0.050898172,0.0000111048475,0.6581899,0.0007769163,0.000052473326,0.00023437498],"about_ca_topic_score_codex":0.0017709266,"about_ca_topic_score_gemma":0.00507364,"teacher_disagreement_score":0.31528586,"about_ca_system_score_codex":0.000008457122,"about_ca_system_score_gemma":0.0000056185995,"threshold_uncertainty_score":0.28312102},"labels":[],"label_agreement":null},{"id":"W7035859609","doi":"","title":"Algorithmic and Linear Programming-Based Techniques for the Maximum Utility Problem","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Phytochemistry and Biological Activities","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":"Blackberry (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Reservation; Revenue; Revenue management; Set (abstract data type); Linear programming; Integer programming; Robustness (evolution); Yield management; Product (mathematics)","score_opus":0.01952637966000893,"score_gpt":0.21428678518602914,"score_spread":0.19476040552602022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035859609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99704987,0.000081804435,0.0000071944673,0.0015788592,0.00004688562,0.0008069832,0.00020683318,0.00015438179,0.000067164816],"genre_scores_gemma":[0.8031155,0.00034548528,0.00581406,0.000054948498,0.00036250975,0.00004955063,0.0037276912,0.000006527969,0.18652372],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9992913,0.000027653485,0.0000787377,0.00029067215,0.00011094051,0.00020067343],"domain_scores_gemma":[0.99944776,0.00022163347,0.00013568392,0.000056554683,0.00009518825,0.00004317501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017342588,0.00015979882,0.00022332238,0.000010449008,0.00033133532,0.000021211457,0.0002740942,0.00026041223,0.000043825326],"category_scores_gemma":[0.00001645193,0.00006183408,0.00014352333,0.00013040911,0.00015551462,0.000049616636,0.000044665696,0.00014866046,0.0000020755058],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056314014,0.0001675495,0.0004520529,0.00053901353,0.000085784035,0.0000058349515,0.0026133312,7.5567806e-7,0.08908295,0.000015686612,0.0007765852,0.90569735],"study_design_scores_gemma":[0.0013324982,0.004661231,0.09220498,0.0011465558,0.0008053665,0.0000066872585,0.36772755,0.0025924332,0.36130992,0.008527206,0.15717342,0.0025121684],"about_ca_topic_score_codex":0.0060060793,"about_ca_topic_score_gemma":0.015073065,"teacher_disagreement_score":0.9031851,"about_ca_system_score_codex":0.000011112184,"about_ca_system_score_gemma":0.000012272422,"threshold_uncertainty_score":0.9079435},"labels":[],"label_agreement":null},{"id":"W7035899694","doi":"","title":"“Are you the real police?” “No. We’re the campus police.” An examination of the way Ontario Special Constables govern risk on post-secondary campuses","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Enforcement; Law enforcement; Work (physics); Qualitative research; State (computer science); Focus group","score_opus":0.01147503836573359,"score_gpt":0.1867840304940504,"score_spread":0.1753089921283168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035899694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903389,0.00010579106,4.818399e-9,0.0030764937,0.0007805093,0.000313837,0.000615703,0.000017085573,0.004751678],"genre_scores_gemma":[0.84779394,0.00066184317,0.000005019711,0.00015368368,0.0004303795,0.0000014644501,0.00051728403,0.0000025740187,0.1504338],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99845433,0.0005041813,0.00016056812,0.0003691425,0.00022218688,0.00028958073],"domain_scores_gemma":[0.998327,0.00035275306,0.0007551136,0.00020212831,0.0003189782,0.000044021268],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028689308,0.0002576163,0.00039154943,0.000022504442,0.0014276739,0.000022981621,0.0007600031,0.00045000628,0.0009956781],"category_scores_gemma":[0.000041419127,0.000090253714,0.00023826085,0.000181723,0.00061506743,0.00012381912,0.00017006394,0.00055895856,0.000020979574],"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":[0.0011911243,0.000601232,0.20858987,0.00012885353,0.0010963717,0.000017210492,0.72038907,0.000011535383,0.010158879,0.00068112696,0.014892207,0.04224254],"study_design_scores_gemma":[0.00012672797,0.00020320808,0.6307049,0.000040421302,0.00012479226,0.0000013025397,0.3650959,6.5721935e-7,0.00026548078,0.000030527743,0.003289456,0.00011662457],"about_ca_topic_score_codex":0.74001896,"about_ca_topic_score_gemma":0.99742097,"teacher_disagreement_score":0.42211503,"about_ca_system_score_codex":0.00010454872,"about_ca_system_score_gemma":0.00008141199,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W7035909724","doi":"","title":"After Hours: Agency and Identity in Toronto’s Do-It-Yourself (DIY) Electronic Music Scene","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ethnobotanical and Medicinal Plants 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":"Agency (philosophy); Identity (music); Electronic music; Space (punctuation); Architecture; Real estate; Queer; Estate","score_opus":0.011550078661461597,"score_gpt":0.22813062814417276,"score_spread":0.21658054948271116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035909724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933807,0.004444579,3.8246522e-8,0.0008171201,0.00019145216,0.00020240054,0.00005530318,0.000022530692,0.00088583864],"genre_scores_gemma":[0.9255499,0.005558103,0.000014741984,0.000053816053,0.00006320849,0.0000019071597,0.00021898907,0.0000018218659,0.0685375],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99871844,0.00007626651,0.0001245665,0.0003929216,0.0003190396,0.00036878465],"domain_scores_gemma":[0.9996117,0.000056448338,0.00013102464,0.00006339415,0.000050151833,0.000087325825],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021507445,0.0001996105,0.00037622737,0.00002551133,0.0002142479,0.000016712938,0.00029186625,0.00017067716,0.003881429],"category_scores_gemma":[0.0000147360515,0.00010962026,0.000110637506,0.00019591494,0.000075341835,0.0002889178,0.00013447182,0.0003202952,0.000009259451],"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":[0.0043399436,0.001654378,0.0704904,0.0010495486,0.00077922276,0.0011417874,0.5447987,0.0000037768232,0.07497371,0.0010062065,0.0075364676,0.29222587],"study_design_scores_gemma":[0.00032494243,0.00047673585,0.56857425,0.00019342436,0.000101310274,0.000003434732,0.42795035,0.0000027857773,0.000042961383,0.0004010212,0.0016072686,0.00032151255],"about_ca_topic_score_codex":0.18824276,"about_ca_topic_score_gemma":0.94338673,"teacher_disagreement_score":0.755144,"about_ca_system_score_codex":0.00017326388,"about_ca_system_score_gemma":0.000021254351,"threshold_uncertainty_score":0.9970292},"labels":[],"label_agreement":null},{"id":"W7035984165","doi":"","title":"Analysis of the Thermal Fisher Information in 2+1 Dimensional Black Hole Spacetimes","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Dielectric materials and actuators","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":"University of Waterloo","funders":"","keywords":"Black hole (networking); Black hole information paradox; Fisher information; Quantum metrology; Quantum; Extremal black hole; Quantum field theory; Observable; Quantum information","score_opus":0.004012163407754336,"score_gpt":0.16331695280705508,"score_spread":0.15930478939930073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035984165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986696,0.0000116123165,8.796929e-7,0.000071598806,0.00023384103,0.00010767711,0.000042134157,0.000038406164,0.00082425226],"genre_scores_gemma":[0.9498645,0.0000359563,0.000029564992,0.000004026895,0.000008240372,2.5944624e-7,0.00039964358,0.000013335291,0.04964445],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9994307,0.000020394851,0.00013388153,0.000082327446,0.00019847469,0.00013422732],"domain_scores_gemma":[0.99961996,0.000020831005,0.00012225403,0.00016565937,0.000049998616,0.00002130002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008456833,0.00012449984,0.00031266696,0.00046598207,0.000029347955,0.00001093443,0.00020078369,0.00015165289,0.00028939272],"category_scores_gemma":[0.0000074731147,0.00011303815,0.000163936,0.0006959091,0.000029941755,0.00017822265,0.000029227407,0.00010538176,0.000027505808],"study_design_candidate":"simulation_or_modeling","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":[0.00023157,0.00008777284,0.0069145323,0.0014497804,0.0030115747,0.000011740325,0.26282215,0.68704444,0.019806718,0.00010346653,0.01214188,0.0063743982],"study_design_scores_gemma":[0.0010122212,0.00006313693,0.77019536,0.00039766927,0.0018438821,1.312296e-7,0.07111907,0.13217686,0.021569187,0.000045107314,0.00085092365,0.0007264402],"about_ca_topic_score_codex":0.0075471876,"about_ca_topic_score_gemma":0.0141302105,"teacher_disagreement_score":0.7632808,"about_ca_system_score_codex":0.000035577392,"about_ca_system_score_gemma":0.000022457152,"threshold_uncertainty_score":0.99906164},"labels":[],"label_agreement":null},{"id":"W7035986980","doi":"","title":"Attaining climate justice through the adaptation of urban form to climate change: flood risks in Toronto","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Planarian Biology and Electrostimulation","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":"Climate justice; Redress; Flood myth; Climate change; Adaptive capacity; Economic Justice; Environmental justice; Distributive justice; Empirical research","score_opus":0.029041864039155603,"score_gpt":0.27243846081259926,"score_spread":0.24339659677344366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7035986980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99799687,0.00027322065,0.000029805215,0.00056397053,0.00023416533,0.0003644153,0.00012297969,0.000014055731,0.00040053317],"genre_scores_gemma":[0.98863214,0.0015925857,0.00030064996,0.000085658336,0.00010498969,0.000003897174,0.003706149,0.000024504086,0.0055494187],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990847,0.00006967821,0.00015085668,0.0002905167,0.000106303916,0.00029791667],"domain_scores_gemma":[0.9993872,0.000025404814,0.00022908211,0.00022431098,0.00010218456,0.00003180554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021726798,0.00016485738,0.00023921808,0.00006290119,0.00015792275,0.0000054275,0.00023488485,0.00036778176,0.000013353947],"category_scores_gemma":[0.000030629526,0.00016435001,0.00008646642,0.00012748774,0.00003582512,0.000021333717,0.00007340825,0.00011805802,0.000010796936],"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":[0.010346271,0.00032656305,0.023600623,0.0023576806,0.00070523104,0.000051957475,0.7622343,0.0051978305,0.17047375,0.0027055293,0.005194298,0.016805964],"study_design_scores_gemma":[0.002484373,0.001959298,0.26644102,0.0006951472,0.0008814141,0.000005214925,0.70614445,0.0028705103,0.015423809,0.0001813034,0.0019694923,0.0009439445],"about_ca_topic_score_codex":0.049541917,"about_ca_topic_score_gemma":0.41359895,"teacher_disagreement_score":0.36405703,"about_ca_system_score_codex":0.00005234366,"about_ca_system_score_gemma":0.000036177753,"threshold_uncertainty_score":0.9567873},"labels":[],"label_agreement":null},{"id":"W7036080255","doi":"","title":"Analysis of Environmental and Social Performance of Sustainability-linked Bonds and Loans (SLBLs) in the Fashion Industry","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Botany and Plant 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":"University of Waterloo","funders":"","keywords":"Sustainability; Clothing; Social sustainability; Corporate social responsibility; Bond; Fashion industry; Loan; Greenhouse gas; Social responsibility","score_opus":0.009742617213139943,"score_gpt":0.18765177616754997,"score_spread":0.17790915895441003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036080255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999036,0.000033678865,4.3012136e-9,0.00064781803,0.000013212944,0.00011093107,0.00013658634,0.0000035409819,0.000018241386],"genre_scores_gemma":[0.9929758,0.00024033208,0.0000018125332,0.000004453839,0.000006337841,2.7552528e-7,0.00026394622,3.8553972e-7,0.006506697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949145,0.000067015804,0.00009038887,0.00014854553,0.00010139328,0.0001012158],"domain_scores_gemma":[0.9996843,0.00011179409,0.00014438681,0.000027336673,0.000020758567,0.000011449183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018490209,0.00008469014,0.00029149908,0.000050785024,0.00015319935,0.000003021102,0.00011647435,0.00028542892,0.000040400784],"category_scores_gemma":[0.0000046503574,0.000041881576,0.000058031415,0.00023280126,0.0001962079,0.000051999694,0.000043693148,0.00017833365,2.7944247e-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":[0.00017718575,0.00007988871,0.89295715,0.00016619834,0.0002863404,0.00000596829,0.09320815,0.00000650387,0.008509012,0.0000241389,0.000035937817,0.004543552],"study_design_scores_gemma":[0.000059539936,0.000102369784,0.67305446,0.000006342667,0.00020240647,1.638872e-7,0.32646054,0.000029842608,0.000020212292,0.000008485573,0.000010781004,0.000044882505],"about_ca_topic_score_codex":0.0038762093,"about_ca_topic_score_gemma":0.12185951,"teacher_disagreement_score":0.23325238,"about_ca_system_score_codex":0.000015008781,"about_ca_system_score_gemma":0.0000051383818,"threshold_uncertainty_score":0.89416426},"labels":[],"label_agreement":null},{"id":"W7036080277","doi":"","title":"Analysis of the Economic and Carbon Emission Reduction Potential of Fuel Cell Electric Vehicle-to-Grid in Alberta and Ontario","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Polymer Science and Applications","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":"Blackberry (Canada)","funders":"","keywords":"Electricity; Grid; Hydrogen vehicle; Electric vehicle; Battery (electricity); Energy storage; Renewable energy; Mains electricity; Profit (economics); Miles per gallon gasoline equivalent","score_opus":0.002834571868131159,"score_gpt":0.1619345164846328,"score_spread":0.15909994461650165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036080277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991768,0.00021298323,5.330845e-7,0.00008686383,0.000099612036,0.000095806834,0.0000085175325,0.000005621836,0.0003132861],"genre_scores_gemma":[0.97735,0.00013851796,0.00001618755,4.537371e-7,0.0000056739136,2.930323e-7,0.00002602674,0.0000053012045,0.022457536],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99959445,0.000007979113,0.00008981737,0.0001592941,0.000065481756,0.00008300038],"domain_scores_gemma":[0.9997542,0.000006861622,0.000059728292,0.00013369501,0.000012650557,0.000032886495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004079363,0.00008106024,0.00019707666,0.00041607197,0.000024356576,0.000005619395,0.00012117146,0.00008624066,0.000008183512],"category_scores_gemma":[6.641555e-7,0.00008180689,0.000060316303,0.00040866827,0.000022933915,0.000053498352,0.00002646363,0.00010150929,5.2704684e-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":[0.00006597569,0.000036793666,0.0072418926,0.00067535625,0.00036510747,0.0000014389955,0.1836557,0.018178007,0.7878512,0.000029324374,0.00012695421,0.0017722202],"study_design_scores_gemma":[0.00070501113,0.00014077008,0.42900455,0.00036466523,0.0038108185,0.00000289987,0.06031657,0.2925991,0.21206027,0.00018314837,0.00015099972,0.00066119764],"about_ca_topic_score_codex":0.4417139,"about_ca_topic_score_gemma":0.58380836,"teacher_disagreement_score":0.57579094,"about_ca_system_score_codex":0.000096938034,"about_ca_system_score_gemma":0.00005728107,"threshold_uncertainty_score":0.5620038},"labels":[],"label_agreement":null},{"id":"W7036099227","doi":"","title":"Analyzing Adversarial Examples: A Framework to Study Adversary Knowledge","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Skin Protection and Aging","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":"Blackberry (Canada)","funders":"","keywords":"Adversarial system; Adversary; Domain (mathematical analysis); Threat model; Order (exchange); Attack model; Key (lock); Adversarial machine learning","score_opus":0.017358305187359122,"score_gpt":0.2684269584258567,"score_spread":0.25106865323849753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036099227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947336,0.0003486485,0.00015656049,0.0005457202,0.0014200965,0.0011106285,0.000013166972,0.00019831405,0.0014732705],"genre_scores_gemma":[0.6030759,0.000042608666,0.0031113834,0.00003144382,0.00031167644,0.0000025307688,0.0001721235,0.00006452519,0.3931878],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99852395,0.000076790435,0.0001821264,0.0006181045,0.00031045612,0.00028857138],"domain_scores_gemma":[0.9989669,0.000061763574,0.00012660844,0.00042138086,0.00019709601,0.00022630421],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022875998,0.00030719925,0.0006246801,0.0008900044,0.00020705078,0.000025885727,0.00023472085,0.00034116412,0.0008042773],"category_scores_gemma":[0.00007178417,0.00034168316,0.0003043371,0.0007661947,0.0000344523,0.00009887102,0.000116287876,0.00072179805,0.00047937216],"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":[0.0019949514,0.00077918096,0.0030989875,0.0013784298,0.0016627939,0.0008187096,0.96260446,0.000021839509,0.0027727743,0.00012730456,0.0036278595,0.021112688],"study_design_scores_gemma":[0.002038571,0.0009517984,0.017756015,0.002984831,0.0022570048,0.000014026559,0.9669437,0.00012964554,0.00089793553,0.00018335594,0.005277972,0.0005651509],"about_ca_topic_score_codex":0.013165505,"about_ca_topic_score_gemma":0.013922488,"teacher_disagreement_score":0.3917145,"about_ca_system_score_codex":0.00018298982,"about_ca_system_score_gemma":0.00017722494,"threshold_uncertainty_score":0.9999035},"labels":[],"label_agreement":null},{"id":"W7036100038","doi":"","title":"An Assessment of, and Improvements to, the Digital Forensics Acquisition Process of a Law Enforcement Agency","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Digital forensics; Law enforcement; Digital evidence; Computer forensics; Agency (philosophy); Process (computing); Context (archaeology)","score_opus":0.013197509768534885,"score_gpt":0.24383010389037837,"score_spread":0.2306325941218435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036100038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973562,0.000026130441,0.0000016645059,0.00013447946,0.000115165436,0.0003116342,0.00026934125,0.000006791594,0.0017786263],"genre_scores_gemma":[0.9897635,0.000025296911,0.00004210206,0.000028741857,0.000029601228,0.0000010653578,0.0015857976,0.0000010592266,0.008522863],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.999282,0.000024767633,0.00011817743,0.00018546755,0.00027597323,0.00011358381],"domain_scores_gemma":[0.9995628,0.000013440316,0.00020980106,0.000068506066,0.000083767816,0.00006167107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009506436,0.00010854701,0.00020135708,0.000019950992,0.00016192497,0.00001727102,0.00024544442,0.0000630513,0.0006336604],"category_scores_gemma":[0.0000014654953,0.000051189472,0.00006948044,0.000108620734,0.000053315187,0.00015065596,0.00004868354,0.000072374765,6.611558e-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":[0.0010627275,0.00074214494,0.0020624674,0.0011722788,0.00031310623,0.000015549824,0.30084357,0.000076875906,0.19549233,0.00869832,0.00081747334,0.48870316],"study_design_scores_gemma":[0.0016110558,0.008831919,0.21968955,0.00038460986,0.0003736698,0.0000026730925,0.7499112,0.00103458,0.008721167,0.002037681,0.0065096263,0.00089226215],"about_ca_topic_score_codex":0.0057807015,"about_ca_topic_score_gemma":0.005690135,"teacher_disagreement_score":0.48781088,"about_ca_system_score_codex":0.0000143326915,"about_ca_system_score_gemma":0.00001321503,"threshold_uncertainty_score":0.873873},"labels":[],"label_agreement":null},{"id":"W7036236390","doi":"","title":"Analysis of the Impact of Fragmented Coordination During Natural Disaster Responses on Access to Drinking Water Following Cyclone Idai - Beira Case Study","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Analytic Number Theory 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":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vulnerability (computing); Natural disaster; Vulnerability assessment; Climate change; Emergency management; Tropical cyclone; Key (lock)","score_opus":0.028470857200492347,"score_gpt":0.338187437845301,"score_spread":0.3097165806448086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036236390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99877393,0.000010107124,0.0000062734002,0.000108499065,0.00014186019,0.00082212815,0.00003664222,0.00002783715,0.00007274767],"genre_scores_gemma":[0.91245806,9.842908e-7,0.00003868611,0.0000011829247,0.000011797672,0.000001447864,0.00006355948,0.000038195263,0.08738607],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99769914,0.00038707562,0.00034433254,0.000442696,0.00080616376,0.00032061094],"domain_scores_gemma":[0.99831533,0.00029006123,0.000322697,0.0007044256,0.0002898761,0.00007759976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006771196,0.00031352713,0.00088393217,0.0016151203,0.00023256667,0.000056618617,0.0007313282,0.00015354353,0.00015459627],"category_scores_gemma":[0.00010532196,0.00022075728,0.000979466,0.0012966208,0.00006303546,0.0002587278,0.00043419414,0.00039937362,0.0000064397746],"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":[0.003452804,0.0010176998,0.076558776,0.001075552,0.021700133,0.0017419172,0.8614581,0.001193472,0.031334694,0.000077842094,0.000149142,0.00023982553],"study_design_scores_gemma":[0.0018948957,0.0005910181,0.103435904,0.0015975232,0.012320023,0.000027755328,0.8561051,0.0021949895,0.020456528,0.00071034336,7.869744e-7,0.0006651258],"about_ca_topic_score_codex":0.029342696,"about_ca_topic_score_gemma":0.055144593,"teacher_disagreement_score":0.087313324,"about_ca_system_score_codex":0.0003095328,"about_ca_system_score_gemma":0.000060908078,"threshold_uncertainty_score":0.977121},"labels":[],"label_agreement":null},{"id":"W7036333639","doi":"","title":"Balancing Interests in Regulatory Institutions: A Comparison of the Northern Gateway and Keystone XL Pipelines","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Liberian dollar; Context (archaeology); Enforcement; Fossil fuel; Harm; Energy policy; Pipeline transport; Risk governance","score_opus":0.020735045925281005,"score_gpt":0.21935499716201806,"score_spread":0.19861995123673706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036333639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988476,0.0003836722,6.3122705e-8,0.00033471346,0.0000769132,0.00009831135,0.000035359597,0.000009322154,0.00021405614],"genre_scores_gemma":[0.983615,0.000058135647,0.0000166385,0.0000052467576,0.000024688894,3.1767237e-7,0.0001638295,4.924156e-7,0.016115658],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99939585,0.000059253176,0.00012155782,0.0001995813,0.000111747395,0.00011203733],"domain_scores_gemma":[0.99958324,0.000054396733,0.00019744244,0.000059256345,0.0000771446,0.000028516764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006568853,0.0001179396,0.00030272175,0.00001310723,0.00011701232,0.000007947943,0.00021632787,0.00018826027,0.00005075048],"category_scores_gemma":[0.000027071765,0.000050612587,0.000092748734,0.00016646997,0.00016526582,0.000066443565,0.000086741966,0.0001668291,6.9459537e-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":[0.00014974075,0.00020614875,0.11227872,0.00022900812,0.00003314606,0.0000070169185,0.014986679,0.000016747605,0.8609624,0.000035392175,0.00006539583,0.0110295955],"study_design_scores_gemma":[0.00018625791,0.00009431713,0.72233397,0.0007713929,0.000035719815,0.0000022742877,0.1823992,0.000033687345,0.09353616,0.00012392021,0.0002785365,0.0002045929],"about_ca_topic_score_codex":0.010762169,"about_ca_topic_score_gemma":0.38235533,"teacher_disagreement_score":0.76742625,"about_ca_system_score_codex":0.000023860457,"about_ca_system_score_gemma":0.000022406994,"threshold_uncertainty_score":0.99582523},"labels":[],"label_agreement":null},{"id":"W7036355083","doi":"","title":"Black Frontiers: Race, Region, and Myth in African American Westerns, 1854-1954","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","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":"University of Waterloo","funders":"","keywords":"Subject (documents); Gloom; Pretext; White (mutation); Theme (computing); Narrative","score_opus":0.00798139260039987,"score_gpt":0.16993120359205896,"score_spread":0.1619498109916591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036355083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592626,0.0011265755,0.0000034511006,0.00079919567,0.00023321371,0.00019482769,0.00008380332,0.000026024341,0.0016066277],"genre_scores_gemma":[0.9199803,0.0030978348,0.00159085,0.00006421862,0.00006316798,1.7295994e-7,0.0016986552,0.000009848915,0.07349498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986992,0.0001158115,0.00014224758,0.00050005526,0.0002258352,0.00031684712],"domain_scores_gemma":[0.99921906,0.000038896153,0.00027701893,0.00024557314,0.00006910474,0.00015037296],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011151666,0.0002477578,0.00053398916,0.0004982801,0.00011925324,0.00004506544,0.00030091524,0.0001823914,0.00019856176],"category_scores_gemma":[0.000007741443,0.00027304684,0.00014664182,0.0006168022,0.0003468993,0.00024384302,0.000019865796,0.00025322428,0.000021577272],"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":[0.00044038254,0.000043833443,0.89592725,0.00017548839,0.00013446406,0.000297573,0.04531265,0.000031605778,0.000013092038,0.0000057354323,0.0037110879,0.05390685],"study_design_scores_gemma":[0.00035881926,0.00013509009,0.6744914,0.00012393537,0.00007199919,0.0000045469155,0.32013634,0.00012191201,0.000029363533,0.000028956507,0.004195708,0.00030195032],"about_ca_topic_score_codex":0.23993666,"about_ca_topic_score_gemma":0.58456725,"teacher_disagreement_score":0.3446306,"about_ca_system_score_codex":0.000008856934,"about_ca_system_score_gemma":0.00007705124,"threshold_uncertainty_score":0.99997216},"labels":[],"label_agreement":null},{"id":"W7036447143","doi":"","title":"Beyond Utility: Analyzing Unseen Infrastructures of Necromobility","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Economic and Business Development Strategies","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":"Government (linguistics); Pandemic; Social distance; Unit (ring theory); Health care; Distancing","score_opus":0.01938991684421319,"score_gpt":0.19531480724080785,"score_spread":0.17592489039659467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036447143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918573,0.0002966125,0.000020621994,0.00014217533,0.00053175224,0.00017485091,0.00036040042,0.000046803772,0.006569509],"genre_scores_gemma":[0.83135915,0.0004728058,0.0008666223,0.000006574259,0.00002957309,5.7428264e-7,0.001081172,0.000033706518,0.16614981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875027,0.000013789111,0.00045088909,0.000487876,0.000048681417,0.0002485031],"domain_scores_gemma":[0.9985205,0.000040665258,0.0009112769,0.00037467643,0.000097230055,0.00005568455],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028556446,0.00023983994,0.0008749383,0.0005480441,0.000118297074,0.000022931066,0.00043021725,0.0003237421,0.0011415933],"category_scores_gemma":[0.000027898708,0.00032365587,0.00023715875,0.00033418334,0.00014449502,0.00027593953,0.00008172063,0.00019394432,0.00013308218],"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":[0.00072114024,0.000308009,0.6656443,0.005917464,0.0022858686,0.00004921607,0.24441785,0.00037598575,0.0006244289,0.05967973,0.009990554,0.0099854795],"study_design_scores_gemma":[0.0005450175,0.00004657355,0.87984365,0.00012939371,0.00006541369,5.4975527e-7,0.06531344,0.00019363003,0.00037514724,0.05228456,0.0007052565,0.0004973909],"about_ca_topic_score_codex":0.04216449,"about_ca_topic_score_gemma":0.025970515,"teacher_disagreement_score":0.21419935,"about_ca_system_score_codex":0.0000704203,"about_ca_system_score_gemma":0.00008928952,"threshold_uncertainty_score":0.99992156},"labels":[],"label_agreement":null},{"id":"W7036510007","doi":"","title":"Biofiltration for Manganese Removal from Groundwater: Mechanistic Insights and Operational Strategies","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Biofilter; Water treatment; Manganese; Groundwater; Filter (signal processing); Filtration (mathematics)","score_opus":0.020026446662006387,"score_gpt":0.1855088461241441,"score_spread":0.1654823994621377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036510007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967198,0.0005230317,0.00007158485,0.00017444676,0.00058035116,0.00030369448,0.0005798454,0.000041914376,0.0010053277],"genre_scores_gemma":[0.8964756,0.0001987799,0.006360147,0.000027956967,0.00015918488,3.022523e-7,0.021071473,0.000008487979,0.07569807],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991525,0.000033959495,0.0000988885,0.00038192383,0.00018103012,0.0001517296],"domain_scores_gemma":[0.99957836,0.00007158229,0.000090628295,0.00011257568,0.00007250713,0.00007433215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006277318,0.0001934304,0.00024258798,0.00018787042,0.00031088074,0.00014816789,0.00018372944,0.00023547416,0.0011772428],"category_scores_gemma":[0.000003969723,0.00019768602,0.00009384585,0.000082711864,0.00007839223,0.00048494467,0.000011507253,0.00012728205,0.00011175926],"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":[0.00802468,0.00034940822,0.01646218,0.0059510153,0.003058564,0.0017459306,0.8599531,0.00078336627,0.014574189,0.016088413,0.011751729,0.061257392],"study_design_scores_gemma":[0.0025672268,0.0012150605,0.06390834,0.0005800473,0.001509896,0.000039848477,0.8621367,0.017607573,0.0022278826,0.024670014,0.021780774,0.0017566179],"about_ca_topic_score_codex":0.10499697,"about_ca_topic_score_gemma":0.3297814,"teacher_disagreement_score":0.22478443,"about_ca_system_score_codex":0.0000095048,"about_ca_system_score_gemma":0.00009125881,"threshold_uncertainty_score":0.99973583},"labels":[],"label_agreement":null},{"id":"W7036547411","doi":"","title":"Brain Response to Overpressure and Recoil Loads from Discharge of Long-Range Precision Rifle","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Occupational Health and Performance","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":"Overpressure; Recoil; Head (geology); Muzzle; Kinematics; Transverse plane; Projectile; Human head","score_opus":0.021261718456292964,"score_gpt":0.32854982226451784,"score_spread":0.30728810380822486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036547411","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":[0.9921325,0.0008102153,0.0000062802555,0.0032793183,0.0009454937,0.00077668176,0.0014935222,0.000042808137,0.00051317003],"genre_scores_gemma":[0.3442809,0.0003696083,0.00066753017,0.00016105598,0.00014039714,0.0000037467362,0.001260467,0.00004087603,0.6530754],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981302,0.0003800732,0.00031243256,0.0004407803,0.00039604964,0.00034043478],"domain_scores_gemma":[0.99803644,0.00076200865,0.00034149693,0.00035537995,0.000259275,0.0002453721],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063926575,0.00022982847,0.00051855174,0.00038261508,0.00038062004,0.00000626894,0.00026112018,0.00056437106,0.0011229089],"category_scores_gemma":[0.00012367578,0.00023732898,0.00009864122,0.0002605149,0.000045509307,0.00020864933,0.00012837672,0.000626175,0.00033587136],"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":[0.04128822,0.00015074736,0.07163131,0.00935106,0.00020062253,0.00004572346,0.74234974,0.00001369324,0.00540658,0.0001465702,0.11902353,0.0103921825],"study_design_scores_gemma":[0.0017106873,0.00052133587,0.8862215,0.005887658,0.00019280752,5.725304e-7,0.08227181,0.00022652815,0.00030606473,0.00040304207,0.021811448,0.00044651752],"about_ca_topic_score_codex":0.04655592,"about_ca_topic_score_gemma":0.09478902,"teacher_disagreement_score":0.8145902,"about_ca_system_score_codex":0.00009833724,"about_ca_system_score_gemma":0.00042583162,"threshold_uncertainty_score":0.9997902},"labels":[],"label_agreement":null},{"id":"W7036686799","doi":"","title":"Characterizing poly-substance use and its associations with anxiety and depression among a sample of Canadian high school students","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Substance use; Anxiety; Depression (economics); Sample (material); Substance abuse; Mental health","score_opus":0.007357735785167656,"score_gpt":0.19624510877540433,"score_spread":0.18888737299023667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036686799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987088,0.0006907425,4.2143427e-7,0.00009069053,0.00006806495,0.00015957537,0.0002614242,0.000002989659,0.000017289805],"genre_scores_gemma":[0.9621826,0.0019899127,0.00040748517,0.000010797563,0.000031781565,3.004591e-7,0.0025400186,0.000012516221,0.032824602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993204,0.000031239302,0.000068987574,0.00030529476,0.00013012014,0.00014396332],"domain_scores_gemma":[0.99928665,0.0000075856938,0.0001781295,0.00015221577,0.0002494977,0.00012590089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000578987,0.0001298525,0.00020385548,0.00013542455,0.000120314486,0.000022645472,0.000109768735,0.00020043967,0.000019085983],"category_scores_gemma":[0.00005167018,0.0001373503,0.000031323176,0.00013066143,0.000027129583,0.000025207548,0.000055080913,0.000118259304,1.629172e-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":[0.00019627274,0.000034860153,0.7783539,0.00020671479,0.00025450165,0.000008413176,0.005407726,0.0000013301928,0.21449405,0.000010567626,0.00020449876,0.0008271376],"study_design_scores_gemma":[0.00041353382,0.00005433644,0.95843214,0.00014174439,0.00009157546,0.0000014644282,0.005668653,0.00000385899,0.034741074,0.0000016585685,0.000280765,0.00016918915],"about_ca_topic_score_codex":0.47629356,"about_ca_topic_score_gemma":0.889674,"teacher_disagreement_score":0.4133804,"about_ca_system_score_codex":0.000018762648,"about_ca_system_score_gemma":0.000083953484,"threshold_uncertainty_score":0.5600983},"labels":[],"label_agreement":null},{"id":"W7036714749","doi":"","title":"Dairy Goat Research Facility: Revealing Process &amp; Provoking Interactions","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Education in Rural Contexts","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; Animal welfare; Process (computing); Agriculture; Welfare; Dairy farming","score_opus":0.0832243261864463,"score_gpt":0.38163943238157383,"score_spread":0.2984151061951275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036714749","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":[0.9803529,0.00019836496,0.000005462169,0.004905236,0.0010958997,0.00048794807,0.000037876325,0.00008090353,0.012835426],"genre_scores_gemma":[0.21753286,0.00013991247,0.00031761525,0.000008951684,0.00013518303,0.0000028500792,0.0006345754,0.000013288498,0.7812148],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973234,0.0006174937,0.00018133056,0.0005090634,0.00091522915,0.00045348762],"domain_scores_gemma":[0.9970588,0.00025634916,0.00026592772,0.00037297857,0.0018809211,0.00016500162],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001168055,0.00016968242,0.00032355258,0.00043234744,0.0016925515,0.00011871989,0.00064569706,0.00029941517,0.001590562],"category_scores_gemma":[0.0005274559,0.00022306573,0.00015610934,0.00083788106,0.00030831667,0.0006072294,0.000072164206,0.0008305975,0.00018250202],"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":[0.000055543456,0.00008871815,0.0010433971,0.00048131673,0.00006830249,0.000009240245,0.985945,0.000006728532,0.0011722522,0.0006642753,0.0066129854,0.003852273],"study_design_scores_gemma":[0.000119472934,0.000014893653,0.00082491955,0.00063227385,0.000046973884,5.9335053e-7,0.95595,0.000002771263,0.000318502,0.0005043056,0.041363623,0.00022163018],"about_ca_topic_score_codex":0.15485272,"about_ca_topic_score_gemma":0.7015927,"teacher_disagreement_score":0.76837933,"about_ca_system_score_codex":0.0004370888,"about_ca_system_score_gemma":0.0012311093,"threshold_uncertainty_score":0.9996071},"labels":[],"label_agreement":null},{"id":"W7036731068","doi":"","title":"Combinatorially Thin Trees and Spectrally Thin Trees in Structured Graphs","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Spanning tree; Trémaux tree; Minimum degree spanning tree; Bounded function; Minimum spanning tree; Graph; Conjecture; Kruskal's algorithm","score_opus":0.013090333703827294,"score_gpt":0.18953746200055296,"score_spread":0.17644712829672568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036731068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971816,0.00024919678,1.2895045e-8,0.0011765364,0.0006081392,0.0002767053,0.00006312098,0.000075373566,0.00036930165],"genre_scores_gemma":[0.9249703,0.0008278237,0.000072722054,0.000015905087,0.000061165076,0.0000010193834,0.00011384506,0.0000027747603,0.07393444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988606,0.0000847169,0.00015250444,0.0004282931,0.00017494356,0.00029896217],"domain_scores_gemma":[0.9994637,0.00013119634,0.00020621113,0.00006892737,0.00006849982,0.0000614887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015605737,0.00025492962,0.0005163392,0.00008142818,0.00028001223,0.000029830218,0.0003409713,0.00036469573,0.00010452048],"category_scores_gemma":[0.000023149178,0.00014148821,0.00014306672,0.00032249058,0.00014978943,0.00013164304,0.00008145802,0.00025850857,0.000010767125],"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":[0.005203896,0.0015313979,0.52454036,0.0009331531,0.0026792136,0.0011816754,0.19526772,0.000112464986,0.20387577,0.006860184,0.03140961,0.026404543],"study_design_scores_gemma":[0.0004072493,0.00030016212,0.87373793,0.00006047004,0.00005586527,8.3695477e-7,0.12066086,0.0000112139405,0.00020091633,0.003965214,0.0003424543,0.0002568405],"about_ca_topic_score_codex":0.016244454,"about_ca_topic_score_gemma":0.9302598,"teacher_disagreement_score":0.91401535,"about_ca_system_score_codex":0.000035174384,"about_ca_system_score_gemma":0.000016744876,"threshold_uncertainty_score":0.99030644},"labels":[],"label_agreement":null},{"id":"W7036747116","doi":"","title":"Cluster Consciousness and Branding in the Greater Sudbury Mining Innovation Cluster","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Cluster (spacecraft); Cluster development; Government (linguistics); Service (business); Work (physics); Business cluster; Field (mathematics); Identity (music)","score_opus":0.014924020385619885,"score_gpt":0.21117404941202514,"score_spread":0.19625002902640526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036747116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994812,0.00010278875,8.8702427e-7,0.0024201386,0.0002950492,0.00027466737,0.000004163374,0.00002160574,0.0020686586],"genre_scores_gemma":[0.96476877,0.00006349094,0.00003609468,0.0008621114,0.00013285574,0.000002584094,0.00029445515,0.00001979303,0.03381985],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990639,0.000032369535,0.00016011923,0.00029267737,0.0002471061,0.00020379925],"domain_scores_gemma":[0.99936455,0.000059564187,0.0003061555,0.00015641912,0.0001089451,0.0000043744985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003992277,0.00018081328,0.00026121573,0.0005374041,0.0004043058,0.00010925,0.0002883739,0.00009964581,0.00027274323],"category_scores_gemma":[0.00002648962,0.00016019809,0.000052881922,0.0005760707,0.00007827671,0.00063179695,0.00018050979,0.00020123832,0.000008162516],"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":[0.0010262849,0.00011395448,0.57679874,0.0021302463,0.0002073962,0.0001017245,0.3898779,0.00023004945,0.0003287999,0.0032960696,0.017601537,0.008287316],"study_design_scores_gemma":[0.0015320493,0.00003019729,0.19233775,0.00031821092,0.00020193149,0.0000027218948,0.79686916,0.00034458638,0.000014484147,0.0003285879,0.0075755166,0.00044479006],"about_ca_topic_score_codex":0.020030737,"about_ca_topic_score_gemma":0.03775641,"teacher_disagreement_score":0.40699127,"about_ca_system_score_codex":0.000025293615,"about_ca_system_score_gemma":0.00001156492,"threshold_uncertainty_score":0.98649496},"labels":[],"label_agreement":null},{"id":"W7036755084","doi":"","title":"Co-production of knowledge for indicators, otters and ecosystem-based management","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plant Taxonomy and Phylogenetics","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":"Corporate governance; Futures contract; Identification (biology); Resource (disambiguation); Process (computing); Government (linguistics); Relation (database); Coastal management","score_opus":0.015646197566166243,"score_gpt":0.19664198168799601,"score_spread":0.18099578412182976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036755084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998654,0.00007138169,7.6621683e-7,0.00018360728,0.00023966508,0.00037404188,0.000315687,0.000021047395,0.00013981725],"genre_scores_gemma":[0.90462154,0.0002774101,0.0003371458,0.000005034787,0.00006258031,0.0000024132637,0.0029277056,0.0000021255623,0.09176403],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994616,0.000029634355,0.00008642847,0.0002227813,0.00008361622,0.00011592882],"domain_scores_gemma":[0.99962544,0.000059369453,0.00018769868,0.000045041088,0.00004287551,0.000039599807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012143632,0.00010715984,0.00020948719,0.00007154872,0.00012565972,0.000005408293,0.00015574107,0.00013232457,0.000021272495],"category_scores_gemma":[0.0000035752328,0.00006307054,0.00008088697,0.00015773882,0.000034028602,0.000026174785,0.000013042042,0.000045702134,0.0000064524256],"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":[0.0025883408,0.00083417783,0.030370085,0.013398252,0.0013185173,0.000033963817,0.050271206,0.00011874587,0.41850802,0.0008661902,0.04457249,0.43712],"study_design_scores_gemma":[0.0019089732,0.0016907348,0.49333465,0.0022141854,0.0011580221,0.0000027756682,0.27922058,0.00026304723,0.124538675,0.00030364183,0.09380561,0.0015591062],"about_ca_topic_score_codex":0.00090197974,"about_ca_topic_score_gemma":0.039266575,"teacher_disagreement_score":0.46296456,"about_ca_system_score_codex":0.000016015112,"about_ca_system_score_gemma":0.000008051825,"threshold_uncertainty_score":0.97826433},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W7036801857","doi":"","title":"Characterization of Fresh and Hardened Properties of 3D Printable Cementitious Materials Produced with Ground-Granulated Blast-Furnace Slag","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Biochemical and Structural Characterization","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":"Fly ash; Cementitious; 3D printing; Slag (welding); Characterization (materials science); Deposition (geology); Flexural strength; Mortar","score_opus":0.0054443659883510135,"score_gpt":0.1638225739527279,"score_spread":0.15837820796437688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036801857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99931467,0.00007675715,0.000007051099,0.00005466004,0.00008931856,0.00030126816,0.00013527328,0.000007279629,0.000013754112],"genre_scores_gemma":[0.9684507,0.00033371922,0.00022882251,0.0000043529044,0.00002863226,9.73998e-7,0.006847708,0.000018621682,0.024086425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916387,0.000046148718,0.00018411303,0.00032332566,0.00015451398,0.00012803165],"domain_scores_gemma":[0.99893373,0.000001319143,0.00043020898,0.00020265931,0.0003964674,0.000035596408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004916013,0.00018387206,0.00036275244,0.00006588601,0.000055805856,0.000015175897,0.00012566753,0.0002491326,0.00006227344],"category_scores_gemma":[0.000008872677,0.00017260108,0.0000439478,0.00009311221,0.000101777,0.000020113164,0.000061991246,0.00005815228,3.7059178e-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":[0.0008458889,0.0000430951,0.000255419,0.001113008,0.00015257417,0.0000014260602,0.0033252235,0.0000012528857,0.9941395,0.000004071133,0.0000066451626,0.0001119076],"study_design_scores_gemma":[0.00055001565,0.0002182605,0.009786568,0.00035536435,0.000124528,0.0000032793646,0.0031975687,0.0000034058883,0.98554015,0.0000026070238,0.000031568165,0.00018666814],"about_ca_topic_score_codex":0.0017207675,"about_ca_topic_score_gemma":0.0014990165,"teacher_disagreement_score":0.030863894,"about_ca_system_score_codex":0.000009897435,"about_ca_system_score_gemma":0.00006250108,"threshold_uncertainty_score":0.7038468},"labels":[],"label_agreement":null},{"id":"W7036829890","doi":"","title":"Contesting the centre: Low German-speaking Mennonite identity, language, and literacy constructions","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cervical and Thoracic Myelopathy","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":"Construct (python library); Literacy; Ethnography; Identity (music); Population; Narrative; Space (punctuation); Focus group","score_opus":0.010001297800112484,"score_gpt":0.26922518417936164,"score_spread":0.25922388637924915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036829890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99412704,0.0005362286,0.0000044430153,0.0010287962,0.00025510063,0.00026543965,0.000034968285,0.00004309734,0.0037049083],"genre_scores_gemma":[0.59048647,0.0002839168,0.0005325182,0.000040925075,0.00012803747,2.9640873e-7,0.0003922003,0.000022619617,0.40811303],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991495,0.00004308028,0.000117728385,0.0002579828,0.00023471947,0.00019698891],"domain_scores_gemma":[0.9989615,0.00005482093,0.00030745624,0.00034737648,0.00022343441,0.00010539907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013591116,0.00017609668,0.00035670598,0.00012643504,0.0005126864,0.00007786939,0.00021045309,0.00014968755,0.00035004105],"category_scores_gemma":[0.000027232116,0.00015186665,0.00012040627,0.00008907753,0.00018293531,0.00032719123,0.00008680441,0.0003382982,0.000034656336],"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":[0.00046756622,0.00012666706,0.011995101,0.0022843487,0.00044219766,0.0007804498,0.535644,7.496764e-7,0.009683397,0.0013269593,0.00017811431,0.43707046],"study_design_scores_gemma":[0.003960678,0.00019800702,0.2998351,0.00549715,0.0024637226,0.00045666538,0.6738626,0.0006486,0.0011482417,0.0009043937,0.0100554945,0.0009694074],"about_ca_topic_score_codex":0.016576262,"about_ca_topic_score_gemma":0.023962414,"teacher_disagreement_score":0.43610105,"about_ca_system_score_codex":0.00003294132,"about_ca_system_score_gemma":0.000059035392,"threshold_uncertainty_score":0.9938477},"labels":[],"label_agreement":null},{"id":"W7036935777","doi":"","title":"Detecting Freezing of Gait Using Wearable Sensors and Machine Learning: Exploring Ternary Freezing of Gait Classification","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Evolution and Paleontology Studies","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":"University of Waterloo","funders":"","keywords":"Wearable computer; Gait; Inertial measurement unit; Wearable technology; Work (physics); Task (project management); Block (permutation group theory); Protocol (science)","score_opus":0.06348567756912973,"score_gpt":0.22237301970337817,"score_spread":0.15888734213424843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036935777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99774474,0.00118314,0.000014666878,0.000054739765,0.00026150787,0.000118736716,0.000035559693,0.000047890968,0.00053899665],"genre_scores_gemma":[0.9804482,0.0011555019,0.0010343521,0.0000013306695,0.000025677598,9.120954e-8,0.00013243277,0.000009389872,0.017193045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988813,0.00012325287,0.00022306707,0.00030503317,0.00023286312,0.00023451707],"domain_scores_gemma":[0.9989482,0.00017546343,0.0005560344,0.00013931768,0.00012071792,0.000060275528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028800068,0.00018536583,0.00044967845,0.00038697186,0.0003703149,0.000009071609,0.00016862836,0.00017725473,0.0000908731],"category_scores_gemma":[0.00006496996,0.00021172923,0.000101044985,0.00026138037,0.00014756495,0.00024315485,0.000026389629,0.00030116836,0.000008475789],"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":[0.0001952602,0.0000121446255,0.8898243,0.00084065605,0.00020642464,0.000019947487,0.08389764,0.004716444,0.014842342,0.0000077871955,0.000014940127,0.0054221423],"study_design_scores_gemma":[0.0003953187,0.00014190086,0.58612055,0.0007136709,0.00019572019,0.000005819878,0.36156908,0.04838041,0.0021392205,0.000033282387,0.000036866117,0.00026817486],"about_ca_topic_score_codex":0.1493667,"about_ca_topic_score_gemma":0.3518532,"teacher_disagreement_score":0.30370376,"about_ca_system_score_codex":0.000010870923,"about_ca_system_score_gemma":0.00003357345,"threshold_uncertainty_score":0.8634067},"labels":[],"label_agreement":null},{"id":"W7036941090","doi":"","title":"Controls of Fish Mercury Concentrations in Subarctic Lakes of Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Subarctic climate; Biota; Fish <Actinopterygii>; Mercury (programming language); Subsistence agriculture; Fish consumption; Diversity of fish; Aquatic ecosystem; Fish stock","score_opus":0.009749119776125293,"score_gpt":0.17596543040680007,"score_spread":0.16621631063067477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036941090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750197,0.00011199033,2.639031e-8,0.00084865675,0.00021916427,0.00015538363,0.00041279753,0.0000041097987,0.0007459251],"genre_scores_gemma":[0.9512051,0.000083274426,0.0000064260566,0.000031054617,0.000021066204,3.8630318e-7,0.0010858997,7.795631e-7,0.047566056],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9992584,0.0000638789,0.00015323203,0.00014758605,0.00023385108,0.00014302398],"domain_scores_gemma":[0.9995143,0.00007241955,0.00023558167,0.000048950107,0.00007588517,0.000052896157],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000084204126,0.000097399454,0.00034586395,0.0000258093,0.0000782754,0.000003073915,0.00022620402,0.00008468713,0.0025584754],"category_scores_gemma":[0.000014043229,0.000057746092,0.00008812014,0.000183915,0.00005255388,0.00006191961,0.000018032266,0.00011535091,4.346741e-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":[0.0016348751,0.0006410533,0.019162457,0.0011359574,0.0003243053,0.0001354214,0.13436195,0.00008669295,0.7884808,0.0012752531,0.033053495,0.019707741],"study_design_scores_gemma":[0.0012509638,0.0007280243,0.36588266,0.0002853524,0.00015727362,0.0000017932036,0.6112752,0.00013886797,0.00703203,0.00014752187,0.012602114,0.00049819937],"about_ca_topic_score_codex":0.756685,"about_ca_topic_score_gemma":0.98911554,"teacher_disagreement_score":0.7814488,"about_ca_system_score_codex":0.000034958346,"about_ca_system_score_gemma":0.000102313665,"threshold_uncertainty_score":0.9983533},"labels":[],"label_agreement":null},{"id":"W7037052524","doi":"","title":"Devices for satellite-assisted quantum networks","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Animal Nutrition and Physiology","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":"Quantum network; Quantum sensor; Quantum technology; Quantum information science; Quantum key distribution; Quantum imaging; Quantum cryptography; Quantum; Quantum entanglement; Quantum channel","score_opus":0.019644829087251965,"score_gpt":0.2076402279775259,"score_spread":0.18799539889027395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037052524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977727,0.00071700243,0.0000013324816,0.0007504652,0.00021331245,0.00019117557,0.00008933006,0.00003577899,0.00022893421],"genre_scores_gemma":[0.8292744,0.001013002,0.00027988452,0.00009525324,0.00018529079,0.0000012454688,0.009887735,0.0000026235746,0.15926053],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992448,0.000055998364,0.000098519944,0.0002985841,0.000093478906,0.00020861128],"domain_scores_gemma":[0.999397,0.00010828382,0.00018242524,0.00004844777,0.00019497238,0.000068890426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000055570617,0.00015382172,0.00033070438,0.000017579196,0.00021797468,0.000017686856,0.00023442914,0.00033128553,0.0005482945],"category_scores_gemma":[0.000005910769,0.00008417129,0.0002536597,0.00016307324,0.0000435888,0.000066244895,0.000026823884,0.000119042845,0.0000122271085],"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":[0.0031007782,0.00076744246,0.003279911,0.0009794838,0.00048886775,0.00006013124,0.014618583,0.000020247631,0.77697843,0.0038615267,0.013267207,0.1825774],"study_design_scores_gemma":[0.0005920656,0.00081560743,0.7409324,0.00032438492,0.00020851028,0.0000030999606,0.20016173,0.000257632,0.00067833916,0.0004438835,0.0549339,0.00064842205],"about_ca_topic_score_codex":0.009627996,"about_ca_topic_score_gemma":0.2041988,"teacher_disagreement_score":0.7763001,"about_ca_system_score_codex":0.000014925722,"about_ca_system_score_gemma":0.000010702619,"threshold_uncertainty_score":0.99696696},"labels":[],"label_agreement":null},{"id":"W7037119979","doi":"","title":"Designing Persuasive Technology to Reduce Peak Electricity Demand in Ontario Homes","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electricity; Demand response; Consumption (sociology); Order (exchange); Peak demand; Air conditioning; Electricity demand; Electricity pricing; Behaviour change; Reduction (mathematics); Demand reduction","score_opus":0.006513728261994397,"score_gpt":0.2175733638392579,"score_spread":0.2110596355772635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037119979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99842405,0.0002285182,0.00006492914,0.0005171506,0.00010768119,0.00032093655,0.000006907649,0.000014220055,0.00031560988],"genre_scores_gemma":[0.78317165,0.00018766179,0.0025129623,0.000059158563,0.0000325634,0.0000012459385,0.00063843327,0.000027561788,0.21336877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988879,0.000056017623,0.00012393453,0.0004888153,0.00009105921,0.0003522658],"domain_scores_gemma":[0.9993146,0.000006978081,0.00015999223,0.00028234898,0.00013020901,0.000105891995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001422198,0.00021532866,0.00036625614,0.00046006747,0.00012652705,0.00000832689,0.0003401588,0.0005980742,0.000048362097],"category_scores_gemma":[0.000029377381,0.00026811863,0.00009526224,0.00020592171,0.0000482167,0.0000048435395,0.00007513648,0.0003127667,0.00001905391],"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":[0.00045259317,0.000057003865,0.0043989895,0.00013393712,0.000060378716,0.000016796672,0.02117857,0.000025633182,0.97095585,0.00002897255,0.0019112014,0.00078004797],"study_design_scores_gemma":[0.0032657124,0.002582903,0.15513346,0.00053971127,0.0002406158,0.00003214798,0.15229951,0.000011014537,0.6637889,0.0001636586,0.020411745,0.0015306],"about_ca_topic_score_codex":0.1794114,"about_ca_topic_score_gemma":0.9007853,"teacher_disagreement_score":0.7213739,"about_ca_system_score_codex":0.00016929714,"about_ca_system_score_gemma":0.0004779552,"threshold_uncertainty_score":0.9999771},"labels":[],"label_agreement":null},{"id":"W7037150330","doi":"","title":"Cracking the Code: Unraveling Gender Disparities in Open-Source Contributions","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Invertebrate Taxonomy and Ecology","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":"Blackberry (Canada)","funders":"","keywords":"Python (programming language); Set (abstract data type); Commit; Software; Diversity (politics); Open source","score_opus":0.029594792897514113,"score_gpt":0.22117889551361336,"score_spread":0.19158410261609926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037150330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961846,0.000052318424,0.0000013263874,0.0025388838,0.00027302426,0.0003229228,0.00011049064,0.000041342482,0.0004751285],"genre_scores_gemma":[0.7885762,0.00014962435,0.00002112828,0.000075647855,0.00005879965,0.0000023389887,0.0009908538,0.0000020650689,0.21012333],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990597,0.000113353846,0.00012654986,0.00027344277,0.00011374305,0.0003132145],"domain_scores_gemma":[0.99943656,0.0001800782,0.00016617587,0.00007298981,0.00010119591,0.00004301608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003069459,0.0001470613,0.00029389025,0.00003537244,0.0005953367,0.00006292282,0.00071776717,0.0002716199,0.0004723678],"category_scores_gemma":[0.000031188923,0.000070905,0.00009676466,0.0002938193,0.0000894402,0.00016584054,0.00019150358,0.00028740114,0.00010243538],"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":[0.0026703102,0.001436133,0.18548054,0.0010692019,0.0015022733,0.00055648055,0.49729416,0.0023343707,0.102460526,0.026063314,0.08513751,0.093995176],"study_design_scores_gemma":[0.00055220205,0.00012074738,0.43343803,0.0001714716,0.00010410038,0.000002964564,0.54997265,0.00086496084,0.00083040464,0.0014061407,0.0120409485,0.0004953811],"about_ca_topic_score_codex":0.13430429,"about_ca_topic_score_gemma":0.74903595,"teacher_disagreement_score":0.6147317,"about_ca_system_score_codex":0.00005993398,"about_ca_system_score_gemma":0.000028861665,"threshold_uncertainty_score":0.87146044},"labels":[],"label_agreement":null},{"id":"W7037369452","doi":"","title":"DP-Select: Improving Utility and Privacy in Tabular Data Synthesis with Differentially Private Generative Adversarial Networks and Differentially Private Selection","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Evolution and Paleontology Studies","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":"Blackberry (Canada)","funders":"","keywords":"Differential privacy; Adversarial system; Scalability; Selection (genetic algorithm); Extension (predicate logic); Information privacy; Private information retrieval; Generative grammar","score_opus":0.01584018047971103,"score_gpt":0.19771829910921465,"score_spread":0.18187811862950362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037369452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99818444,0.00039044186,0.0003171341,0.0001593684,0.00026021947,0.00041840388,0.00014117823,0.000062426,0.00006636064],"genre_scores_gemma":[0.98979247,0.0011549793,0.0011692665,0.000006859513,0.00006623364,5.736931e-7,0.0016806159,0.000012512266,0.0061165127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817365,0.0002269338,0.00019617224,0.00077229633,0.00024290953,0.0003880097],"domain_scores_gemma":[0.999058,0.0001629677,0.00029866098,0.00029501013,0.00007764447,0.000107730775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025323484,0.00033401817,0.00058078306,0.00025911286,0.00044875266,0.000052918233,0.00037818847,0.00031928244,0.00012243798],"category_scores_gemma":[0.00005981631,0.0003167954,0.00004220369,0.0002892811,0.00022786544,0.0003608517,0.00010969533,0.0003831223,0.000004083708],"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":[0.0016918997,0.00005016326,0.9603982,0.00039301996,0.000486734,0.00004312876,0.016189774,0.000293847,0.00031295596,0.000032277152,0.0001288274,0.019979198],"study_design_scores_gemma":[0.0007567717,0.00015698065,0.950701,0.00014326403,0.00030664963,0.0000028442128,0.0066739013,0.040759116,0.000060234797,0.000045041706,0.00005736428,0.00033685094],"about_ca_topic_score_codex":0.06366791,"about_ca_topic_score_gemma":0.8969569,"teacher_disagreement_score":0.83328897,"about_ca_system_score_codex":0.000013426309,"about_ca_system_score_gemma":0.000077856675,"threshold_uncertainty_score":0.9999284},"labels":[],"label_agreement":null},{"id":"W7037445951","doi":"","title":"The Electronic Device with Resistance Switching Behavior based on Different Mechanisms","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Memory and Neural Computing","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Neuromorphic engineering; Memristor; Von Neumann architecture; Miniaturization; Energy consumption; Electronics; Resistive random-access memory; Resistive touchscreen","score_opus":0.007481300065932274,"score_gpt":0.19123672834157257,"score_spread":0.1837554282756403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037445951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814796,0.00005977441,0.00080656755,0.00007423898,0.00024284548,0.00025112953,0.00000560094,0.00028059512,0.00013127991],"genre_scores_gemma":[0.91588223,0.00007759146,0.0002790554,0.000007956492,0.000021639737,0.000002159173,0.00010044437,0.00007185385,0.08355709],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990625,0.000028250655,0.00008482147,0.00023970749,0.00023735697,0.00034741414],"domain_scores_gemma":[0.9994345,0.00010877516,0.00009595743,0.00026724636,0.000045236367,0.000048297068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000709948,0.00024139482,0.00023406702,0.000105065956,0.00038626115,0.000018779765,0.00029614806,0.00011038953,0.000007439346],"category_scores_gemma":[0.000004662683,0.00020159263,0.000075748045,0.00018503405,0.000015168328,0.0000650876,0.000016010295,0.00045633872,0.000011411552],"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":[0.009799603,0.0004445557,0.00029451321,0.006328121,0.0012361959,0.0013723337,0.11607606,0.2818948,0.506773,0.012149086,0.0014584935,0.062173232],"study_design_scores_gemma":[0.0076602,0.0034474216,0.030812146,0.00924313,0.0025321578,0.00001197646,0.35422143,0.08557223,0.49345517,0.00440891,0.002410107,0.0062251026],"about_ca_topic_score_codex":0.00019913241,"about_ca_topic_score_gemma":0.05477919,"teacher_disagreement_score":0.23814538,"about_ca_system_score_codex":0.00012868976,"about_ca_system_score_gemma":0.000028166918,"threshold_uncertainty_score":0.9624686},"labels":[],"label_agreement":null},{"id":"W7037456915","doi":"","title":"The Effect of Selected Coagulants on Chloride-to-Sulfate Mass Ratio for Lead Control and on Organics Removal in Two Source Waters","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Treatment and Disinfection","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":"Lead (geology); Coagulation; Leaching (pedology); Fouling; Turbidity; Water treatment; Corrosion; Galvanic corrosion; Contamination; Pollution","score_opus":0.003894525989557327,"score_gpt":0.19644604793107354,"score_spread":0.1925515219415162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037456915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984105,0.0000063730113,0.00003676892,0.00030024096,0.00010323368,0.00092879054,0.000017042103,0.00002203235,0.00017498141],"genre_scores_gemma":[0.9571797,0.000020391135,0.00006680848,0.000010233355,0.000012593645,0.0000018318874,0.00016186383,0.000017323255,0.042529248],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989685,0.0000948434,0.00012446976,0.00032993942,0.00022987767,0.0002524076],"domain_scores_gemma":[0.99944305,0.00013308515,0.00016267174,0.00017876443,0.000022022656,0.000060426974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020684257,0.00023387621,0.00034702962,0.00011805869,0.00020751733,0.000019995017,0.00016429296,0.000113787515,0.000012905301],"category_scores_gemma":[0.000024445755,0.0001828038,0.00007617253,0.00019129721,0.000060564213,0.00009366896,0.000016591615,0.000115702496,0.000033065357],"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":[0.05704174,0.0005107102,0.1234653,0.0004593751,0.000550948,0.000103222555,0.068355806,0.013665185,0.68652207,0.000073529816,0.0016032782,0.047648843],"study_design_scores_gemma":[0.017530806,0.007703086,0.41198754,0.0004918403,0.00059928454,0.0000060082907,0.0090527795,0.0033662983,0.5476698,0.00021191983,0.00047964297,0.00090097083],"about_ca_topic_score_codex":0.009049668,"about_ca_topic_score_gemma":0.028220935,"teacher_disagreement_score":0.28852224,"about_ca_system_score_codex":0.0001688301,"about_ca_system_score_gemma":0.000009415398,"threshold_uncertainty_score":0.9975492},"labels":[],"label_agreement":null},{"id":"W7037490753","doi":"","title":"Dissolved organic carbon concentration and character in northern hardwood-dominated headwater catchments: A paired-catchment investigation of legacy harvesting impacts","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dissolved organic carbon; Hydrology (agriculture); Watershed; Water quality; STREAMS; Total organic carbon; Drainage basin","score_opus":0.008312514910766592,"score_gpt":0.1884581140018907,"score_spread":0.1801455990911241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037490753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988578,0.000016654118,8.4820505e-7,0.0003550057,0.00018598892,0.00046992506,0.000018653624,0.000044295473,0.000050808372],"genre_scores_gemma":[0.98635715,0.0000826242,0.000080924714,0.000009982227,0.0000127985595,0.0000018065327,0.0011307218,0.000033396947,0.0122906035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984512,0.00009720696,0.00030238947,0.00045838466,0.000357274,0.00033358575],"domain_scores_gemma":[0.99911124,0.00003304464,0.00045444196,0.0002246415,0.00004768564,0.00012896844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023129523,0.00028071922,0.00042110332,0.000120709,0.00009309856,0.000030678515,0.00020915577,0.00022886373,0.00002479316],"category_scores_gemma":[0.000020423886,0.00030179395,0.00006872665,0.00036363173,0.00016820616,0.0005286568,0.00011001203,0.00020509136,0.000022586391],"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":[0.0001628302,0.00006082626,0.8402686,0.00021991307,0.000043351683,0.000020951278,0.111477666,0.000052376246,0.047129735,0.0000015052311,0.000017927161,0.0005442892],"study_design_scores_gemma":[0.0014245483,0.00015196836,0.93955606,0.00055053603,0.00012189145,0.0000015377966,0.037742123,0.0020236513,0.017856034,0.000184111,0.000006005868,0.00038153704],"about_ca_topic_score_codex":0.11643562,"about_ca_topic_score_gemma":0.14912912,"teacher_disagreement_score":0.09928743,"about_ca_system_score_codex":0.00033739235,"about_ca_system_score_gemma":0.000043284537,"threshold_uncertainty_score":0.99994344},"labels":[],"label_agreement":null},{"id":"W7037497199","doi":"","title":"The Effects of Video Quality on Online Video Lectures","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Security and Verification in Computing","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":"Online video; Quality (philosophy); Video recording; Affect (linguistics); Video quality; Compromise; Online learning","score_opus":0.016349164710744442,"score_gpt":0.25432040576716214,"score_spread":0.2379712410564177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037497199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545187,0.00020209521,0.00074000424,0.0013785362,0.0016096147,0.00027728028,0.000012390725,0.00016405353,0.00016418209],"genre_scores_gemma":[0.6602522,0.0010388289,0.006622323,0.00017486603,0.00025431058,0.0000022314998,0.000473581,0.0000683152,0.3311133],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99842334,0.00022347651,0.00021526903,0.00042792945,0.0004745279,0.00023543803],"domain_scores_gemma":[0.9971629,0.0012208254,0.0005376157,0.00078291213,0.00023579379,0.00005994873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003960879,0.00019762825,0.00035222058,0.00020437552,0.0004124265,0.000045739936,0.0015672513,0.00021425694,0.000005526508],"category_scores_gemma":[0.00023424944,0.00018254716,0.00021354845,0.00046655996,0.00009675018,0.00013286756,0.00016196568,0.00031884355,0.000030607713],"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":[0.00076715776,0.00081979606,0.0005024263,0.0053990483,0.00087322365,0.0000834815,0.68359846,0.00080444233,0.019847129,0.10862229,0.019209454,0.15947308],"study_design_scores_gemma":[0.0066014444,0.0033957947,0.42034256,0.007379796,0.0006356065,0.000009330941,0.29693404,0.029525772,0.18435855,0.028007457,0.018739078,0.0040705656],"about_ca_topic_score_codex":0.011509692,"about_ca_topic_score_gemma":0.017679492,"teacher_disagreement_score":0.41984013,"about_ca_system_score_codex":0.000052462216,"about_ca_system_score_gemma":0.0001057881,"threshold_uncertainty_score":0.9950727},"labels":[],"label_agreement":null},{"id":"W7037522440","doi":"","title":"Early Flame Detection System Using Real-Time Machine-Vision and Image Analysis","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fire detection; Warning system; Fire protection; Fire control; Internet of Things; Capital city; Capital cost; Security system","score_opus":0.003387844421937739,"score_gpt":0.20220269083198328,"score_spread":0.19881484641004554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037522440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990877,0.0002417786,0.000013259475,0.000031965497,0.00011600809,0.00016108894,0.000052692165,0.000019441486,0.00027610015],"genre_scores_gemma":[0.8165709,0.00031742326,0.00089357037,0.000001774901,0.000053928252,2.4319118e-7,0.0019193168,0.000024784942,0.1802181],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990437,0.000085888845,0.000099325305,0.00045462677,0.0001646118,0.00015186121],"domain_scores_gemma":[0.9993149,0.000004500712,0.00022161272,0.00028994947,0.00011145387,0.00005758673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014011159,0.00018710355,0.00031559,0.00027131333,0.00022825674,0.000018924899,0.000159103,0.00020827928,0.00010213837],"category_scores_gemma":[0.000007172518,0.00020647618,0.00018755451,0.00026241367,0.000035875037,0.000012437019,0.00014981703,0.00014821703,0.0000030557605],"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":[0.00040508082,0.000017220766,0.0003045667,0.0002499572,0.0004798549,0.00001628393,0.0017643475,0.000048721515,0.9949944,0.0000034023446,0.00006199254,0.0016541639],"study_design_scores_gemma":[0.005415668,0.0044496395,0.2168752,0.00042691955,0.016861457,0.00010541263,0.13448614,0.03423764,0.57783586,0.00003487872,0.004766285,0.004504896],"about_ca_topic_score_codex":0.05801984,"about_ca_topic_score_gemma":0.014981296,"teacher_disagreement_score":0.41715854,"about_ca_system_score_codex":0.000043868284,"about_ca_system_score_gemma":0.000026557274,"threshold_uncertainty_score":0.94825286},"labels":[],"label_agreement":null},{"id":"W7037530605","doi":"","title":"The Epidemiology of Acute Gastrointestinal Illness in Ethiopia, Mozambique, Nigeria, and Tanzania","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Epidemiology; Tanzania; Incidence (geometry); Population; General partnership; Rural population; Public health","score_opus":0.008774296342108464,"score_gpt":0.22655302910234387,"score_spread":0.2177787327602354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037530605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762124,0.00058956,0.000017661225,0.00048140486,0.00016260272,0.00019811635,0.00007328662,0.000004675035,0.0008514378],"genre_scores_gemma":[0.9539857,0.00095117115,0.0011086569,0.000047161007,0.00003230993,0.0000032912328,0.0010485067,0.000014912309,0.04280829],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99882853,0.0003094263,0.00019676612,0.00035490678,0.000060823895,0.00024953135],"domain_scores_gemma":[0.9991476,0.0001102847,0.0003487819,0.00027717435,0.00006912038,0.00004702624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045045424,0.00018247862,0.00038588868,0.00008372304,0.0001811663,0.0000021305507,0.00033934994,0.00028042778,0.000057144247],"category_scores_gemma":[0.000075553064,0.0001730369,0.00011620806,0.00007128719,0.00029071627,0.0000053354834,0.00015939258,0.00031588704,0.0000013550068],"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":[0.012072704,0.00047751336,0.78180134,0.0009840064,0.001975449,0.00029171354,0.05797393,0.000106868945,0.09851513,0.0024673836,0.0020004245,0.041333556],"study_design_scores_gemma":[0.0084955515,0.0073724515,0.43686378,0.0009957163,0.0010194753,0.0004927409,0.44706002,0.0001834403,0.027521893,0.0026769142,0.064088255,0.0032297696],"about_ca_topic_score_codex":0.007500089,"about_ca_topic_score_gemma":0.036949214,"teacher_disagreement_score":0.38908607,"about_ca_system_score_codex":0.000017906888,"about_ca_system_score_gemma":0.00009359784,"threshold_uncertainty_score":0.999109},"labels":[],"label_agreement":null},{"id":"W7037560004","doi":"","title":"The Effect of Season of Fire on Post-fire Legacies in Northwestern Ontario Red Pine (&lt;em&gt;Pinus resinosa&lt;/em&gt;) Mixedwoods","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fossil Insects in Amber","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":"Regional Municipality of Waterloo","funders":"","keywords":"Taiga; Fire hazard; Vegetation (pathology); Fire control; Natural (archaeology)","score_opus":0.0071208434996160455,"score_gpt":0.18653582445456443,"score_spread":0.17941498095494837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037560004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972676,0.00030328933,1.7600039e-8,0.00041890383,0.0003099632,0.0005587995,0.00015714916,0.000037276444,0.00094697153],"genre_scores_gemma":[0.8415651,0.000058087066,0.000034518725,0.0000060729562,0.000042496344,0.0000013942594,0.00089665584,0.0000048485167,0.15739086],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977894,0.0002805643,0.00032953208,0.0005187516,0.00065399264,0.00042775177],"domain_scores_gemma":[0.99839324,0.00033435778,0.00064018543,0.00027977955,0.00027023224,0.00008219124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034851392,0.00042816685,0.0007687542,0.000076541706,0.00031790402,0.00004276691,0.0008176028,0.00050336705,0.00014545892],"category_scores_gemma":[0.000039255832,0.00020773747,0.00037379452,0.0004712362,0.00024557768,0.00021447444,0.00010908618,0.00040269873,0.000011825242],"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":[0.014718082,0.0013598342,0.110801965,0.002029547,0.00077359745,0.0004588655,0.17926262,0.0003963164,0.50303024,0.00016542991,0.0121901315,0.1748134],"study_design_scores_gemma":[0.00090157747,0.00321246,0.9535692,0.00085447537,0.00015475838,0.000004443436,0.022854803,0.00003385372,0.0159332,0.000023387598,0.001964402,0.0004934693],"about_ca_topic_score_codex":0.50314933,"about_ca_topic_score_gemma":0.9845156,"teacher_disagreement_score":0.8427672,"about_ca_system_score_codex":0.00019535555,"about_ca_system_score_gemma":0.000059913826,"threshold_uncertainty_score":0.8471288},"labels":[],"label_agreement":null},{"id":"W7037633619","doi":"","title":"Environmental DNA barcoding as a method of amphibian species detection compared to conventional monitoring techniques in southern Ontario vernal pools","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"EEG and Brain-Computer Interfaces","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":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; University of Waterloo","keywords":"DNA barcoding; Environmental DNA; Amphibian; Sampling (signal processing); Biodiversity; Molecular ecology","score_opus":0.022267087961313034,"score_gpt":0.24494191322644396,"score_spread":0.22267482526513094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037633619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986487,0.000013237515,0.00010747161,0.00007695704,0.00041003543,0.0002865022,0.00007235359,0.000049815408,0.00033490913],"genre_scores_gemma":[0.8691494,0.000007735434,0.0029566207,0.0000058748014,0.00004153711,0.000001029401,0.000025264373,0.000018841858,0.12779373],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986558,0.000097842036,0.00019664517,0.0004608587,0.00038409472,0.0002047615],"domain_scores_gemma":[0.999497,0.000066644585,0.0001948338,0.00015232715,0.000021582218,0.000067621935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015183873,0.00021341142,0.0003501562,0.0004887646,0.0000992005,0.00003965338,0.00036428336,0.00014817722,0.0002388804],"category_scores_gemma":[0.000011334365,0.00025393593,0.00017279614,0.0001601239,0.0000636222,0.00016902425,0.00012076092,0.00032339734,0.0000496589],"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":[0.00021253206,0.00005707977,0.001514023,0.00010851146,0.000025015455,0.000040566916,0.13511263,0.0000389439,0.85972846,0.000019674491,0.00002527203,0.0031173176],"study_design_scores_gemma":[0.00023495426,0.0001469349,0.009248532,0.00067635614,0.000041715502,0.00000995612,0.10400849,0.000102541955,0.8849669,0.00011026352,0.00023533043,0.0002179882],"about_ca_topic_score_codex":0.08628062,"about_ca_topic_score_gemma":0.2044578,"teacher_disagreement_score":0.12949936,"about_ca_system_score_codex":0.00035625903,"about_ca_system_score_gemma":0.000057108136,"threshold_uncertainty_score":0.9999913},"labels":[],"label_agreement":null},{"id":"W7037680579","doi":"","title":"Enhancing Mechanical Strength of Electrospun Nanofibers by Thermal Crosslinking and Coaxial Electrospinning","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electrospinning; Nanofiber; Shrinkage; Coaxial; Porosity; Mechanical strength","score_opus":0.007147385193578003,"score_gpt":0.18491280086120784,"score_spread":0.17776541566762985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037680579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993238,0.00012524727,0.0000093674025,0.00010193241,0.0000987588,0.00015233018,0.00009926036,0.000048184385,0.000041121806],"genre_scores_gemma":[0.9924022,0.00010695548,0.00014679346,0.000005348205,0.00004172445,5.6667466e-7,0.0013528882,0.0000013176323,0.0059422012],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989986,0.0000450957,0.00015432188,0.00031590273,0.00019962646,0.00028645823],"domain_scores_gemma":[0.99943817,0.00007402034,0.00028023115,0.0000487234,0.000091844646,0.00006700458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015052721,0.00017822285,0.00033197075,0.000027041639,0.00026578677,0.000026516303,0.00019700773,0.00027832904,0.00009166839],"category_scores_gemma":[0.000011387446,0.0001121771,0.00012958687,0.00021824107,0.000056119065,0.00011832917,0.000053292442,0.00018524588,0.0000038527437],"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":[0.0002447781,0.00004117199,0.000987399,0.00006519906,0.000049439357,0.0000040553323,0.0036738452,0.0000010485995,0.97406965,0.00008301136,0.00011551212,0.020664895],"study_design_scores_gemma":[0.0008072318,0.0012858035,0.062505625,0.0004531669,0.00022459273,0.0000025370787,0.08344273,0.00016234873,0.8492457,0.0002108638,0.0009148094,0.0007445778],"about_ca_topic_score_codex":0.022909462,"about_ca_topic_score_gemma":0.08820232,"teacher_disagreement_score":0.12482393,"about_ca_system_score_codex":0.00003934039,"about_ca_system_score_gemma":0.000023597113,"threshold_uncertainty_score":0.98359704},"labels":[],"label_agreement":null},{"id":"W7037694518","doi":"","title":"Evaluating the Ability of Commercial Search Engines to Help People Answer Health Questions","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fossil Insects in Amber","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":"Alliance de recherche numérique du Canada; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Misinformation; Search engine; Information seeking; Online search; Search analytics; Information seeking behavior; MEDLINE","score_opus":0.05218979302827707,"score_gpt":0.30558096129670664,"score_spread":0.25339116826842956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037694518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916536,0.00004147759,4.374688e-7,0.0071453815,0.00032797072,0.0005654215,0.00013377733,0.000051309395,0.00008063246],"genre_scores_gemma":[0.9249753,0.000056877885,0.0004807231,0.00004318491,0.00012456693,0.0000026702796,0.000482933,0.0000034818302,0.073830284],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986157,0.00026633404,0.00015556444,0.00028805042,0.00041320367,0.00026115446],"domain_scores_gemma":[0.9990139,0.00029701713,0.00015964858,0.00014019271,0.00029904465,0.00009017071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077128405,0.0001457923,0.00032903632,0.000041775365,0.0004279934,0.000015676394,0.00047579693,0.00014490055,0.00031298818],"category_scores_gemma":[0.00009221266,0.00006858447,0.00014366774,0.00061647303,0.00008838746,0.000065669,0.00010092315,0.00022957583,0.000044591547],"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":[0.0006738096,0.00042367453,0.012773605,0.0008626594,0.00017053379,0.000005134763,0.50678855,0.0010749485,0.24730793,0.00034411007,0.010724831,0.21885024],"study_design_scores_gemma":[0.00009455357,0.00061862473,0.84856486,0.00016656656,0.00003074399,5.095402e-7,0.14933415,0.00018573664,0.0005797118,0.00007064463,0.0001914222,0.00016249894],"about_ca_topic_score_codex":0.26984257,"about_ca_topic_score_gemma":0.69138825,"teacher_disagreement_score":0.83579123,"about_ca_system_score_codex":0.00006607431,"about_ca_system_score_gemma":0.00006679967,"threshold_uncertainty_score":0.7350196},"labels":[],"label_agreement":null},{"id":"W7037707521","doi":"","title":"Electro-spark Deposition Process for Fine Structures and New Materials Coating","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Surface Treatment and Coatings","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":"University of Waterloo","funders":"","keywords":"Inconel; Coating; Deposition (geology); Layer (electronics); Substrate (aquarium); Electrode; Electrical conductor; Raw material; Scrap; Process (computing)","score_opus":0.012215857499176263,"score_gpt":0.2117295855252132,"score_spread":0.19951372802603695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037707521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989292,0.00012661233,0.00003545571,0.000047481466,0.00021373239,0.00032734583,0.000044923538,0.00022406393,0.0000511829],"genre_scores_gemma":[0.8888923,0.00012835988,0.0019337042,0.0000027633987,0.00009066989,0.0000032031844,0.0027648858,0.00009300927,0.106091134],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993955,0.000008843042,0.00009406485,0.00019283364,0.0001082664,0.00020049645],"domain_scores_gemma":[0.9996771,0.000033070544,0.00009579913,0.00008636851,0.00005628233,0.000051341376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003884712,0.0002006804,0.00029044072,0.00012321412,0.000115889234,0.000028097358,0.00009927041,0.0001781023,0.000040178573],"category_scores_gemma":[0.000006643631,0.00023404609,0.00005025328,0.00010095919,0.000012708594,0.000121036755,0.00000970883,0.00007133057,0.0000054229886],"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":[0.0005767078,0.00002167875,0.00039486767,0.0047419285,0.00055594044,0.000020237727,0.14235279,0.0017983924,0.8335612,0.00015816743,0.0038088763,0.012009219],"study_design_scores_gemma":[0.0017443195,0.00026518313,0.004019238,0.000593048,0.00053765764,0.0000037470807,0.075084984,0.0012694249,0.91414714,0.0015927915,0.00005159901,0.00069089344],"about_ca_topic_score_codex":0.004735907,"about_ca_topic_score_gemma":0.012841515,"teacher_disagreement_score":0.11003693,"about_ca_system_score_codex":0.000036332145,"about_ca_system_score_gemma":0.000025628291,"threshold_uncertainty_score":0.9544123},"labels":[],"label_agreement":null},{"id":"W7037732803","doi":"","title":"Exploring volunteering experiences of South Asian Indians and their intersections with community identity and daily life in Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Identity (music); Immigration; Settlement (finance); Variety (cybernetics); South asia; Social identity theory; Community development; Agency (philosophy)","score_opus":0.03740228679901708,"score_gpt":0.224162683381861,"score_spread":0.1867603965828439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037732803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995661,0.000034342203,0.0000030070316,0.000032210646,0.00014257673,0.00011882306,0.000044184908,0.000015142215,0.000043610744],"genre_scores_gemma":[0.9980121,0.00007999203,0.00004560314,0.000001398659,0.0000057133134,0.0000021148323,0.000025097937,0.000011998666,0.0018159343],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99920154,0.00008942726,0.00010776207,0.00018789066,0.0002097036,0.00020367945],"domain_scores_gemma":[0.99948597,0.000047251342,0.00013078516,0.00016822017,0.00006597756,0.00010180876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022953383,0.00013087271,0.00031025283,0.00026185033,0.00022799264,0.000036434027,0.00027658808,0.00004962059,0.000030502502],"category_scores_gemma":[0.000020393572,0.00012638267,0.000023074876,0.00025230367,0.00015144465,0.0005169769,0.00014701832,0.0002476873,0.0000011615533],"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":[0.000072674164,0.000017279528,0.017465496,0.00044619798,0.000023821234,0.000015182789,0.97742677,0.000016050466,0.0041687437,0.000009771376,0.000007879899,0.00033013258],"study_design_scores_gemma":[0.0001891196,0.000058838374,0.11412457,0.00035450846,0.000009429442,8.3558854e-7,0.8827615,0.00003884443,0.002344899,0.0000071686695,0.000001624585,0.00010869039],"about_ca_topic_score_codex":0.99034625,"about_ca_topic_score_gemma":0.99885255,"teacher_disagreement_score":0.09665907,"about_ca_system_score_codex":0.00008823904,"about_ca_system_score_gemma":0.00034906628,"threshold_uncertainty_score":0.5153735},"labels":[],"label_agreement":null},{"id":"W7037753224","doi":"","title":"Enhanced Backward Multiple Change-Point Detection","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Change detection; Focus (optics); Point (geometry); Statistical hypothesis testing; Set (abstract data type); Sequence (biology); Class (philosophy); Function (biology); Distribution (mathematics)","score_opus":0.02256389032285783,"score_gpt":0.19535325867541453,"score_spread":0.1727893683525567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037753224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976608,0.00007805319,3.174941e-7,0.0009114033,0.0007591029,0.0002441174,0.000045096094,0.00012202955,0.0001790443],"genre_scores_gemma":[0.83673316,0.00044544402,0.000019436398,0.00002357278,0.00012409172,0.000002916038,0.00059079693,0.0000016753371,0.1620589],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991638,0.000057977253,0.00008972922,0.00033818424,0.000088640445,0.00026166363],"domain_scores_gemma":[0.9995202,0.00011021315,0.00016848085,0.000055447133,0.00009839915,0.000047264384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010723502,0.00017497066,0.00031895973,0.000037355418,0.0003998326,0.0000056506547,0.00022381033,0.00047709988,0.0002910984],"category_scores_gemma":[0.000025863977,0.00009295469,0.00015999073,0.0002064248,0.00009163978,0.00009584393,0.00006906767,0.00019386415,0.00035331535],"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":[0.00087918964,0.00015330833,0.004804868,0.00017035232,0.00040460165,0.00003398951,0.080441825,0.0000013954765,0.6995139,0.000016033286,0.0024746628,0.21110585],"study_design_scores_gemma":[0.0003033172,0.00049703266,0.74513596,0.00008255881,0.000107941334,9.602547e-7,0.22292867,0.000017785456,0.029175863,0.000110477806,0.0012649858,0.00037443353],"about_ca_topic_score_codex":0.030857312,"about_ca_topic_score_gemma":0.75773805,"teacher_disagreement_score":0.7403311,"about_ca_system_score_codex":0.000030172869,"about_ca_system_score_gemma":0.000004547556,"threshold_uncertainty_score":0.9755963},"labels":[],"label_agreement":null},{"id":"W7037754457","doi":"","title":"Exploring End-of-Life Nutrition Care for Residents of Long-Term Care: A Retrospective Chart Review","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Nutrition and Health in Aging","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 Institutes of Health Research","keywords":"Palliative care; Context (archaeology); Distress; End-of-life care; Meaning (existential); Quality of life (healthcare); Advance care planning","score_opus":0.07520203987785766,"score_gpt":0.3146938630665848,"score_spread":0.23949182318872714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037754457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790272,0.016706834,0.000004320889,0.0010864547,0.0005287592,0.002155133,0.0002905254,0.00006477339,0.0001359943],"genre_scores_gemma":[0.5122739,0.37541217,0.0034361472,0.00019362084,0.00058162987,0.000088098524,0.020419765,0.00023573605,0.08735896],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.9986426,0.000042778298,0.00032151694,0.0003429622,0.00041899903,0.00023112613],"domain_scores_gemma":[0.99789006,0.00004003255,0.00054537656,0.0002981421,0.0010868708,0.00013953884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013846894,0.00019722196,0.0010000983,0.00045716733,0.00012967992,0.0000031782351,0.00015274543,0.00018005415,0.00009029525],"category_scores_gemma":[0.000066150584,0.00024273954,0.0003392649,0.00030878017,0.000061330364,0.00014714053,0.00003082828,0.00022969794,0.000009918296],"study_design_candidate":"systematic_review","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":[0.002468864,0.00028729055,0.02280038,0.705316,0.00037660674,0.00009215373,0.25429448,3.804172e-7,0.003303146,0.0001476649,0.0042687515,0.006644288],"study_design_scores_gemma":[0.00596111,0.00097259297,0.4168726,0.14193222,0.0012798313,0.0000041455933,0.42232314,0.0000023871005,0.00987862,0.00004055276,0.00034298975,0.00038981086],"about_ca_topic_score_codex":0.0072688423,"about_ca_topic_score_gemma":0.011131875,"teacher_disagreement_score":0.56338376,"about_ca_system_score_codex":0.0002743628,"about_ca_system_score_gemma":0.00022509808,"threshold_uncertainty_score":0.99934185},"labels":[],"label_agreement":null},{"id":"W7037760774","doi":"","title":"Exploring the Tight Asymptotic Bounds of the Trade-off Between Query Anonymity &amp; Communication Cost in Wireless Sensor Network","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Auditing, Earnings Management, Governance","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":"Blackberry (Canada)","funders":"","keywords":"Wireless sensor network; Context (archaeology); Anonymity; Function (biology); Wireless network; Wireless; Property (philosophy); Topology (electrical circuits)","score_opus":0.02178879045092914,"score_gpt":0.19626844547316963,"score_spread":0.1744796550222405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037760774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99475795,0.000058730664,0.00027154436,0.0019022304,0.0003608222,0.000628942,0.0000079395495,0.000051295556,0.0019605407],"genre_scores_gemma":[0.96423435,0.00022659788,0.00010808934,0.00007641284,0.00029300433,0.0000036557146,0.00032226305,0.000045512905,0.03469013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983321,0.00014046246,0.00030394984,0.00035400086,0.0005001703,0.00036935572],"domain_scores_gemma":[0.99120593,0.00017847357,0.007615804,0.0008604278,0.0001251753,0.000014175524],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078172097,0.0003006399,0.0005227983,0.0001984594,0.0005729636,0.00009025763,0.0013743179,0.00015737317,0.000053307187],"category_scores_gemma":[0.0002772434,0.00026579172,0.0002089004,0.0007235134,0.00021276178,0.00081527507,0.0004203285,0.00060563954,0.000041610965],"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":[0.00053048186,0.0003206257,0.7246961,0.0049389796,0.00084711146,0.000015813437,0.06337053,0.006502346,0.0006246059,0.01372025,0.018393384,0.16603976],"study_design_scores_gemma":[0.00068669196,0.000009333487,0.92446685,0.0016021554,0.00038870942,2.3271447e-7,0.019142518,0.00044563334,0.000053723743,0.00028617494,0.052474506,0.00044349776],"about_ca_topic_score_codex":0.033218574,"about_ca_topic_score_gemma":0.12419267,"teacher_disagreement_score":0.19977073,"about_ca_system_score_codex":0.000113135604,"about_ca_system_score_gemma":0.000033716096,"threshold_uncertainty_score":0.99997944},"labels":[],"label_agreement":null},{"id":"W7037801613","doi":"","title":"Evaluation of Pulsed Xenon UV Lamp on Inactivation of Listeria monocytogenes on Stainless- Steel Surfaces","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Listeria monocytogenes in Food Safety","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":"Blackberry (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Listeria monocytogenes; Fluence; Sterilization (economics); Contamination; Irradiation; Human decontamination; Ultraviolet","score_opus":0.07397217590698348,"score_gpt":0.3044381053417123,"score_spread":0.23046592943472882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037801613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99783015,0.0001056878,0.0000052069063,0.00006127833,0.0004742744,0.00059948163,0.00023834409,0.000017002283,0.00066854653],"genre_scores_gemma":[0.9660026,0.0002452713,0.00013225107,0.000006409351,0.000048537928,0.0000027930546,0.0030818118,0.000052255677,0.030428084],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979043,0.00031004855,0.00030183166,0.0005233582,0.0007507197,0.00020971657],"domain_scores_gemma":[0.99753547,0.000035787052,0.0008231294,0.00064184493,0.00091285136,0.00005089414],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070478837,0.00030730688,0.00049477833,0.00028455045,0.00008616502,0.000008976684,0.00041054678,0.000516925,0.00004491421],"category_scores_gemma":[0.00009672274,0.00035674096,0.00020516578,0.00020633034,0.00010086549,0.000015907277,0.0001180501,0.00011131566,0.000008163945],"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":[0.003195567,0.0001922087,0.00040204707,0.00052243844,0.00043076693,0.0000023543755,0.008144373,0.0041922806,0.97710437,0.000046782523,0.00019942454,0.005567367],"study_design_scores_gemma":[0.0014832513,0.0013341616,0.021050584,0.00031442873,0.0003750247,4.2793647e-7,0.033387497,0.0003287614,0.94115233,0.00008622779,0.00015268246,0.0003346071],"about_ca_topic_score_codex":0.0034928033,"about_ca_topic_score_gemma":0.009270184,"teacher_disagreement_score":0.035952043,"about_ca_system_score_codex":0.0001339921,"about_ca_system_score_gemma":0.0002752378,"threshold_uncertainty_score":0.9998885},"labels":[],"label_agreement":null},{"id":"W7037802107","doi":"","title":"An Environmentally Conscious Robust Optimization Approach for Planning Power Generating Systems","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electric Power System 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":"Production (economics); Work (physics); Measure (data warehouse); Mains electricity; Term (time); Context (archaeology)","score_opus":0.008652195106460562,"score_gpt":0.1920649120680526,"score_spread":0.18341271696159203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037802107","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":[0.2048456,0.0006455514,0.7911939,0.000003153561,0.0006479557,0.0010418096,0.000058800935,0.0002884083,0.001274807],"genre_scores_gemma":[0.32124075,0.00014928197,0.5898919,0.000008998321,0.00021635386,0.000013356897,0.014821798,0.00035387414,0.07330368],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986842,0.000046238158,0.0002535494,0.0003825716,0.00027871056,0.00035469694],"domain_scores_gemma":[0.9992134,0.000029876408,0.00025528768,0.00029056935,0.00010424583,0.00010661939],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002572194,0.000321186,0.00043565693,0.00039998672,0.00021551168,0.00005731222,0.0002936408,0.00048834836,0.000025409918],"category_scores_gemma":[0.0000061247365,0.00042940894,0.00010028468,0.00018624544,0.000027412798,0.00034335637,0.00001206447,0.00019096739,0.0000022919783],"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":[0.000050547413,0.0000365044,0.0000620433,0.0005055216,0.00011785894,0.0000065387453,0.019695498,0.9754761,0.0035795944,0.000017966522,0.00034782372,0.000104025065],"study_design_scores_gemma":[0.0005270608,0.0001145078,0.000036101028,0.00013139841,0.00011798502,0.000006047274,0.052048076,0.9460929,0.0004898734,3.3669377e-7,0.00002925535,0.00040645784],"about_ca_topic_score_codex":0.0009293377,"about_ca_topic_score_gemma":0.00031865106,"teacher_disagreement_score":0.20130199,"about_ca_system_score_codex":0.00027399996,"about_ca_system_score_gemma":0.000034492055,"threshold_uncertainty_score":0.99981576},"labels":[],"label_agreement":null},{"id":"W7037803925","doi":"","title":"Global Study of Tailings Dam Failures by Statistical and Remote Sensing Methods","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ichthyology and Marine 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":"Tailings; Tailings dam; Dam failure; Scope (computer science); Hazardous waste; Resource (disambiguation); Statistical analysis","score_opus":0.008962889954390688,"score_gpt":0.2589791286454244,"score_spread":0.2500162386910337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037803925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99864805,0.000014012352,0.0004768461,0.00012373985,0.00014789746,0.00018209904,0.000031854765,0.000024815292,0.0003506973],"genre_scores_gemma":[0.5351056,0.000098128665,0.10258584,0.000026604408,0.000022573935,9.348202e-8,0.0007518674,0.00003618094,0.36137313],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990458,0.00020686253,0.00010916559,0.00033842592,0.00012014184,0.00017962325],"domain_scores_gemma":[0.9995501,0.00008100964,0.00013886312,0.00015530757,0.000017667418,0.00005704114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024008407,0.00014578187,0.00034031426,0.000044221328,0.00011140909,0.0000035902394,0.00016258987,0.00023658179,0.00020084677],"category_scores_gemma":[0.00003960418,0.00015890147,0.000034687793,0.00012989873,0.00026226853,0.00004980275,0.00021635985,0.00012662624,0.000027736616],"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":[0.0030763312,0.0007315189,0.06011517,0.0007118974,0.001215192,0.0005013719,0.34346524,0.0001728921,0.07023233,0.00039424273,0.040920388,0.47846344],"study_design_scores_gemma":[0.002469518,0.001870482,0.3641186,0.00008551132,0.000928126,0.000019631274,0.62076277,0.002044313,0.0011592279,0.0038128707,0.0018459393,0.00088303455],"about_ca_topic_score_codex":0.29621473,"about_ca_topic_score_gemma":0.3048906,"teacher_disagreement_score":0.4775804,"about_ca_system_score_codex":0.00004687301,"about_ca_system_score_gemma":0.000011103489,"threshold_uncertainty_score":0.70847183},"labels":[],"label_agreement":null},{"id":"W7037876774","doi":"","title":"Exploring Art as a Communication Interface for Watershed System Resiliency","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Watershed; Multidisciplinary approach; Phenomenology (philosophy); The arts; Restoration ecology; Psychological resilience; Work (physics); Sustainability; Interface (matter)","score_opus":0.02952416621988711,"score_gpt":0.2156932068648708,"score_spread":0.1861690406449837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037876774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891293,0.001556036,0.000013911204,0.0006116159,0.0008149301,0.00031212275,0.000113586146,0.00009761758,0.007350897],"genre_scores_gemma":[0.7271998,0.0004406067,0.000870137,0.000006032528,0.000032383716,0.0000010909365,0.003556858,0.000005869534,0.26788723],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99907696,0.00010231325,0.0001389747,0.0003308116,0.00010608213,0.0002448821],"domain_scores_gemma":[0.99934906,0.00009104149,0.00013699125,0.0002747534,0.000083424435,0.00006474676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021006582,0.00017271383,0.00030512272,0.00021217865,0.00026918578,0.000012607328,0.00043343432,0.00025641313,0.00034019354],"category_scores_gemma":[0.000012472725,0.0001752195,0.00013542766,0.00011300724,0.00011484708,0.000287264,0.000016945987,0.00021780618,0.0010034479],"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":[0.013031371,0.00021401489,0.049196124,0.014313208,0.0022590999,0.0003057008,0.8189267,0.0028604593,0.0036932242,0.008903627,0.048114493,0.038181987],"study_design_scores_gemma":[0.0011267894,0.0010399978,0.14238952,0.0017168054,0.0006749045,0.000060583774,0.82077676,0.0074433433,0.00092948414,0.0015653475,0.02129348,0.0009829802],"about_ca_topic_score_codex":0.02930606,"about_ca_topic_score_gemma":0.21981248,"teacher_disagreement_score":0.2619295,"about_ca_system_score_codex":0.000021146716,"about_ca_system_score_gemma":0.000060994793,"threshold_uncertainty_score":0.9997744},"labels":[],"label_agreement":null},{"id":"W7038103879","doi":"","title":"Feature Analysis and Classification of Inflammatory Bowel Disease and Hidradenitis Suppurativa Using Data Mining","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Invertebrate Taxonomy and Ecology","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":"Blackberry (Canada)","funders":"","keywords":"Hidradenitis suppurativa; Inflammatory bowel disease; Feature (linguistics); Support vector machine; Disease; Random forest; Statistical classification; Feature extraction; Pattern recognition (psychology)","score_opus":0.03056473492523079,"score_gpt":0.21250847015840432,"score_spread":0.18194373523317353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038103879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814093,0.0000861595,5.216816e-7,0.0012525797,0.000054624725,0.00012071809,0.00030474892,0.000017551652,0.000022175942],"genre_scores_gemma":[0.9688597,0.00023469527,0.00023553576,0.0000024855033,0.00003107516,2.512462e-7,0.004714217,0.0000015062377,0.02592054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992816,0.00006387432,0.00008544647,0.0003357349,0.000101570935,0.0001317608],"domain_scores_gemma":[0.99943465,0.0000679074,0.00024557757,0.00010644965,0.00006526785,0.00008014035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004264616,0.00012445726,0.00026918694,0.00008942994,0.00019730488,0.00001774156,0.00023048691,0.00020158924,0.0000869649],"category_scores_gemma":[0.000017382656,0.00007579897,0.000058225596,0.00028607657,0.000109545486,0.0002481188,0.00011754828,0.000093415496,0.0000023611856],"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":[0.0010337337,0.00015534411,0.6893311,0.0013814485,0.0023748225,0.0005201489,0.05664614,0.000017757257,0.20467965,0.00017592357,0.004276155,0.03940778],"study_design_scores_gemma":[0.000106234045,0.000040417384,0.9065689,0.00005733342,0.0008356944,0.0000030485473,0.087024145,0.004963911,0.00010193678,0.000019801888,0.000113639326,0.00016498369],"about_ca_topic_score_codex":0.006304938,"about_ca_topic_score_gemma":0.17661554,"teacher_disagreement_score":0.21723776,"about_ca_system_score_codex":0.000014083668,"about_ca_system_score_gemma":0.000021016534,"threshold_uncertainty_score":0.9531222},"labels":[],"label_agreement":null},{"id":"W7038132971","doi":"","title":"Functionalized Cellulose Nanocrystals with Enhanced Mucoadhesive Properties","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Echinoderm biology and ecology","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":"Tannic acid; Drug delivery; Nanomaterials; Covalent bond; Mucoadhesion; Zeta potential; Nanoparticle; Cellulose; Hydrogen bond","score_opus":0.011302202230222316,"score_gpt":0.16657226170163136,"score_spread":0.15527005947140904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038132971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997378,0.00039868016,6.0023245e-7,0.00061642256,0.00018833861,0.0001985891,0.0000315007,0.000042918688,0.0011449545],"genre_scores_gemma":[0.50236386,0.000112833804,0.000076180746,0.000027259717,0.000034813536,0.0000010293082,0.0012301671,0.000001315968,0.49615252],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902356,0.00010753319,0.00010057887,0.00039025611,0.0001341964,0.0002438894],"domain_scores_gemma":[0.99937576,0.00005422147,0.0002163681,0.00006805815,0.0002242366,0.000061342784],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006857852,0.00020189167,0.00038649337,0.000026050388,0.00026027538,0.000012611893,0.00023424272,0.00040697696,0.0047322675],"category_scores_gemma":[0.000011573587,0.00009176192,0.00013720227,0.0001601204,0.00012312856,0.000104893756,0.00004424714,0.0001876943,0.000051497344],"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":[0.0011681573,0.00013592512,0.0013216725,0.00011838326,0.00020318876,0.00005503524,0.016004657,0.0000043001423,0.9759901,0.000076434306,0.0007617474,0.004160388],"study_design_scores_gemma":[0.0013551846,0.0018199676,0.06773978,0.0005148919,0.00041402914,0.000021800637,0.44284162,0.000023033941,0.47603494,0.0002632656,0.00778486,0.0011866128],"about_ca_topic_score_codex":0.016486079,"about_ca_topic_score_gemma":0.4115369,"teacher_disagreement_score":0.49995515,"about_ca_system_score_codex":0.000025963469,"about_ca_system_score_gemma":0.00004410886,"threshold_uncertainty_score":0.99617755},"labels":[],"label_agreement":null},{"id":"W7038160871","doi":"","title":"Generalized GCDs as Applications of Vojta’s Conjecture","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Fossil Insects in Amber","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":"Blackberry (Canada)","funders":"","keywords":"Coprime integers; Conjecture; Generalization; Algebra over a field; Prime (order theory)","score_opus":0.012715734816639268,"score_gpt":0.2107720912203625,"score_spread":0.19805635640372324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038160871","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":[0.99671,0.000100338155,3.1759583e-7,0.0005796414,0.00018279147,0.0003334533,0.00014696762,0.000087379616,0.0018591377],"genre_scores_gemma":[0.20841488,0.0001873205,0.00028967272,0.000017722174,0.00009564297,0.0000024793064,0.0018186711,0.0000038317726,0.7891698],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9990418,0.000050170624,0.00013110081,0.00031411133,0.00026842928,0.0001943969],"domain_scores_gemma":[0.9992755,0.00007271153,0.00029045553,0.000122042635,0.0001685259,0.00007074067],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008807246,0.00018072281,0.0003527194,0.00005183796,0.00016242286,0.000011722507,0.00047269964,0.00036900895,0.0013486781],"category_scores_gemma":[0.000012407099,0.000096993994,0.00020570538,0.00044003737,0.00011291381,0.000064732725,0.00005752248,0.00017176215,0.00017440107],"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":[0.00068340165,0.00043382155,0.0015168292,0.00083437125,0.00060162204,0.00006661172,0.09140103,0.00007384565,0.7618886,0.0055823247,0.03838385,0.09853364],"study_design_scores_gemma":[0.0022692473,0.0016891694,0.19120407,0.0008454696,0.0010523563,0.000019356557,0.60651344,0.00014029018,0.08452068,0.01001661,0.099018805,0.002710475],"about_ca_topic_score_codex":0.10033241,"about_ca_topic_score_gemma":0.19538593,"teacher_disagreement_score":0.7882951,"about_ca_system_score_codex":0.000028441595,"about_ca_system_score_gemma":0.000028622524,"threshold_uncertainty_score":0.99956423},"labels":[],"label_agreement":null},{"id":"W7038305800","doi":"","title":"Ice Flow Shift, Drumlin, and Bedrock Topography Effects on Glacial Dispersal from Kimberlites in the Lac de Gras Region, Northwest Territories, Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Glacial period; Bedrock; Glacial landform; Glacier; Landform; Erosion; Quaternary; Ice sheet","score_opus":0.002922774586146861,"score_gpt":0.16967022642648993,"score_spread":0.16674745184034306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038305800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609375,0.0008242888,9.851111e-7,0.00032277807,0.00022314818,0.00017968476,0.0023002634,0.0000055288197,0.000049592596],"genre_scores_gemma":[0.97992426,0.0004325145,0.00004417158,0.00012944386,0.00016167005,0.0000027066012,0.01641978,0.000017119752,0.0028683394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990535,0.0001142212,0.00007791208,0.00035031707,0.00019685904,0.00020723126],"domain_scores_gemma":[0.99952114,0.000052164516,0.00009238535,0.00022616528,0.000028307453,0.00007986704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042332897,0.00020194765,0.00020772644,0.0000699334,0.00019798026,0.000017631342,0.0002825891,0.00016122867,0.00001272858],"category_scores_gemma":[0.000018323342,0.0001980368,0.00010044599,0.00010285415,0.000042346703,0.000006469529,0.000051351155,0.00017799033,2.5580889e-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":[0.0040567447,0.00045329437,0.85930973,0.0008214757,0.00064028037,0.0017806157,0.058939345,0.00011178655,0.054479916,0.00013391004,0.01540871,0.0038641843],"study_design_scores_gemma":[0.0009629882,0.00042704013,0.9316651,0.00013781014,0.00028127126,0.000005555914,0.04494644,0.000042724798,0.0020580639,0.00005907924,0.018874248,0.00053966074],"about_ca_topic_score_codex":0.90866923,"about_ca_topic_score_gemma":0.9958011,"teacher_disagreement_score":0.0871319,"about_ca_system_score_codex":0.000038095568,"about_ca_system_score_gemma":0.00020341064,"threshold_uncertainty_score":0.80757064},"labels":[],"label_agreement":null},{"id":"W7038362917","doi":"","title":"High Level Concurrency in C∀","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mollusks and Parasites 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":"Blackberry (Canada)","funders":"","keywords":"Concurrency; Semaphore; Suite; Concurrent object-oriented programming; Lock (firearm); Concurrent computing; Java","score_opus":0.03415142741102676,"score_gpt":0.218261317809601,"score_spread":0.18410989039857426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038362917","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":[0.99828255,0.000112768765,3.3759466e-8,0.0005814372,0.00031413537,0.0001307602,0.0001617913,0.00003617385,0.0003803604],"genre_scores_gemma":[0.44436124,0.00038264928,0.000042697593,0.000006471978,0.000049024682,4.1981033e-7,0.0010524801,0.0000012228155,0.5541038],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99927413,0.000031840464,0.000091527036,0.000248538,0.00015502688,0.00019894562],"domain_scores_gemma":[0.9996747,0.000062903564,0.00011916393,0.000042450367,0.000061032784,0.00003979339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007368063,0.00014396178,0.0003072421,0.00003888148,0.00012913832,0.000009116809,0.00024472072,0.00017942862,0.0005114047],"category_scores_gemma":[0.000009188612,0.00007312935,0.00010659288,0.00029543243,0.000037750488,0.00005599918,0.000048126793,0.00013806473,0.00014628514],"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":[0.0009720346,0.00061109813,0.22576126,0.00094722764,0.0005004828,0.000518523,0.27978313,0.000059553626,0.13463663,0.0022673153,0.055033233,0.29890952],"study_design_scores_gemma":[0.00021577632,0.00012236589,0.9453703,0.00014660109,0.000031022482,3.239291e-7,0.05230186,0.00000748564,0.00018977787,0.00022948546,0.0011401845,0.00024477055],"about_ca_topic_score_codex":0.37650147,"about_ca_topic_score_gemma":0.85394263,"teacher_disagreement_score":0.7196091,"about_ca_system_score_codex":0.000021378566,"about_ca_system_score_gemma":0.000008893951,"threshold_uncertainty_score":0.62765044},"labels":[],"label_agreement":null},{"id":"W7038426911","doi":"","title":"Idle No More: A Rhetorical Analysis of a Movement","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Orthoptera Research and Taxonomy","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":"University of Waterloo","funders":"","keywords":"Foregrounding; Cognitive reframing; Indigenous; Grassroots; Rhetorical question; Social movement; Sovereignty; State (computer science); Idle; Politics","score_opus":0.02160741504570952,"score_gpt":0.2218295737524732,"score_spread":0.2002221587067637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038426911","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":[0.9984963,0.000029372453,2.3025963e-7,0.0003745985,0.00009478719,0.0001645638,0.00016065495,0.000029017907,0.00065046916],"genre_scores_gemma":[0.43966636,0.00023130124,0.00015269555,0.000012740657,0.00006515832,0.0000013530475,0.0024693373,0.0000018576678,0.5573992],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989385,0.000042068095,0.000121359604,0.00028254406,0.00038051198,0.00023503779],"domain_scores_gemma":[0.9993457,0.00006765327,0.00018286247,0.000085613385,0.00020649894,0.00011165516],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011879745,0.0001358977,0.0004286511,0.00013447377,0.000101666934,0.000012464264,0.0003267711,0.00015908031,0.0011689173],"category_scores_gemma":[0.000016072143,0.0000698159,0.00041560642,0.0010437437,0.000051881096,0.00007066661,0.00007495734,0.00012767765,0.00008028813],"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":[0.0056059984,0.0028663715,0.20349222,0.0015917424,0.01980796,0.0004989282,0.11343589,0.00025929973,0.36559594,0.00088933256,0.031233978,0.25472233],"study_design_scores_gemma":[0.0004280493,0.0009935369,0.86727256,0.0001183681,0.0013145842,1.4514642e-7,0.11904811,0.00072863745,0.0021716184,0.00006707436,0.007338307,0.00051901594],"about_ca_topic_score_codex":0.06992028,"about_ca_topic_score_gemma":0.20073791,"teacher_disagreement_score":0.66378033,"about_ca_system_score_codex":0.00003826045,"about_ca_system_score_gemma":0.000018443949,"threshold_uncertainty_score":0.9997442},"labels":[],"label_agreement":null},{"id":"W7038567396","doi":"","title":"Investigation on the implications of passive fire barriers on the fire fighting tactics of the Royal Canadian Navy","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Coleoptera: Cerambycidae 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":"Navy; Firefighting; Context (archaeology); Fireproofing; Mineral wool; Shipbuilding; Fire protection","score_opus":0.01646783458875537,"score_gpt":0.1794477662756545,"score_spread":0.16297993168689914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038567396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9565458,0.00003222766,1.349318e-8,0.037630465,0.00011296181,0.00030937052,0.00022256846,0.000006630607,0.005139943],"genre_scores_gemma":[0.9850434,0.00003174483,0.00000582991,0.0001522902,0.00003145645,0.000001990051,0.00016016031,0.000001459178,0.014571667],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991182,0.00014822114,0.00012075171,0.00020870069,0.00023497456,0.00016915567],"domain_scores_gemma":[0.99871254,0.00039983515,0.00037145862,0.00017319719,0.00027205938,0.0000708931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105285544,0.00015106125,0.00020211341,0.00001640072,0.0008620212,0.000018082757,0.0005070341,0.00014021991,0.0002923451],"category_scores_gemma":[0.00017840494,0.000054996985,0.00017650145,0.00033319154,0.00018873112,0.000036292524,0.000058909085,0.00024407564,0.0000030340075],"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":[0.0003401424,0.00020220254,0.06077418,0.0004514214,0.0015338712,0.000019918338,0.53579724,0.0009221941,0.021530492,0.006868533,0.029991323,0.34156847],"study_design_scores_gemma":[0.00006555654,0.00012642241,0.73142356,0.00031065225,0.000100255565,2.789208e-7,0.26195836,0.00012761341,0.0050038826,0.00020865968,0.0005244063,0.00015035781],"about_ca_topic_score_codex":0.36606452,"about_ca_topic_score_gemma":0.86857164,"teacher_disagreement_score":0.67064935,"about_ca_system_score_codex":0.00008422514,"about_ca_system_score_gemma":0.000111460664,"threshold_uncertainty_score":0.6630057},"labels":[],"label_agreement":null},{"id":"W7038770502","doi":"","title":"Investigating the Interactions of Fatty Acids, Amyloid Beta &amp; SARS-CoV-2 Spike Protein Fragment","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; Canadian Institutes of Health Research; Government of Ontario","keywords":"Peptide; Fatty acid; Oleic acid; Amyloid beta; Amyloid (mycology); Eicosapentaenoic acid; Docosahexaenoic acid; Linoleic acid","score_opus":0.04074550891814516,"score_gpt":0.2354139400861132,"score_spread":0.19466843116796803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038770502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967528,0.00004615543,7.5471337e-7,0.0017521854,0.0004071743,0.00037316425,0.00011332309,0.00004654194,0.00050787535],"genre_scores_gemma":[0.52094346,0.00010624296,0.00048297914,0.0000988629,0.00032051487,0.000004507227,0.0027795923,0.000007211768,0.47525662],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99895686,0.00008652582,0.00018258141,0.00027941458,0.00028117016,0.0002134553],"domain_scores_gemma":[0.9992985,0.000059077218,0.00034606413,0.00012319293,0.000114723116,0.00005841529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016250878,0.00019282187,0.0003181236,0.00004200281,0.0003007414,0.000025956937,0.00045422712,0.00016520955,0.00032562343],"category_scores_gemma":[0.000021399073,0.00008759452,0.0002140662,0.00031202147,0.00013725205,0.00012677746,0.00007732083,0.00027455442,0.00010360395],"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":[0.000047391048,0.0000526508,0.00032369205,0.00014988577,0.00006867263,0.0000031625966,0.03046772,0.0000013278905,0.95446825,0.00006029374,0.0041569574,0.010200018],"study_design_scores_gemma":[0.00080751977,0.0006733977,0.16757263,0.0020561905,0.00035396504,0.0000049842943,0.50682634,0.0001231682,0.2654347,0.0009293829,0.054030843,0.0011868717],"about_ca_topic_score_codex":0.022525188,"about_ca_topic_score_gemma":0.12407246,"teacher_disagreement_score":0.6890335,"about_ca_system_score_codex":0.000022323213,"about_ca_system_score_gemma":0.000018289466,"threshold_uncertainty_score":0.9839839},"labels":[],"label_agreement":null},{"id":"W7038789442","doi":"","title":"Investigating the influence of the transcription factor Hindsight in a Notch-induced tumour model","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Freshwater macroinvertebrate diversity and ecology","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":"University of Waterloo","funders":"","keywords":"Imaginal disc; Ectopic expression; Transcription factor; Zinc finger transcription factor; Cell cycle; Mitosis; Downregulation and upregulation; Somatic cell; Cell growth","score_opus":0.017494316070483663,"score_gpt":0.1902463705714985,"score_spread":0.17275205450101486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038789442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99843955,0.0000038270064,8.29294e-7,0.0008655406,0.0001573201,0.00031657753,0.000045070647,0.000022488284,0.00014880377],"genre_scores_gemma":[0.9543722,0.000015074596,0.000071785325,0.000055502445,0.0000045020984,6.5588716e-7,0.000040191917,0.000013570481,0.04542646],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987954,0.000113256174,0.00016561235,0.000312772,0.0003409141,0.00027202617],"domain_scores_gemma":[0.99933475,0.00003452486,0.00027456193,0.0002784215,0.00002566672,0.000052101474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016717732,0.00018894482,0.0002777794,0.000099689576,0.00026870082,0.000010791712,0.00088977045,0.0002508265,0.00021060546],"category_scores_gemma":[0.000024522984,0.00015162468,0.00014687676,0.00041023755,0.00029319045,0.0002986274,0.00018989526,0.00038375103,0.000107184154],"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":[0.00006206977,0.00005547767,0.017902466,0.0001461045,0.000034145072,0.00000885903,0.31675607,0.051239353,0.61283374,0.000039367198,0.0007263146,0.00019605274],"study_design_scores_gemma":[0.0008293331,0.00009898388,0.82868844,0.000263875,0.00011559727,0.0000012988618,0.103936225,0.025432209,0.03916763,0.0010312069,0.000029251605,0.00040593796],"about_ca_topic_score_codex":0.111284874,"about_ca_topic_score_gemma":0.52482754,"teacher_disagreement_score":0.810786,"about_ca_system_score_codex":0.00015077228,"about_ca_system_score_gemma":0.000051969488,"threshold_uncertainty_score":0.8946332},"labels":[],"label_agreement":null},{"id":"W7039279977","doi":"","title":"Modeling the growth dynamics of &lt;em&gt;Cladophora&lt;/em&gt; in eastern Lake Erie","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Shore; Biomass (ecology); Phosphorus; Hydrology (agriculture); Seasonality; Sloughing; Structural basin; Water column","score_opus":0.006759543518376743,"score_gpt":0.18020048499537336,"score_spread":0.17344094147699662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039279977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99548626,0.000056456985,0.00035128536,0.00013387235,0.00024439328,0.00040224273,0.0003270204,0.000023313527,0.0029751714],"genre_scores_gemma":[0.895785,0.00006638319,0.000630199,0.000009245146,0.000025083744,0.0000011502443,0.0012534907,0.00003851983,0.102190934],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99813646,0.00009999061,0.00034701973,0.0004545923,0.000593152,0.00036878738],"domain_scores_gemma":[0.9989196,0.00004230576,0.00043975512,0.00046235713,0.00005585443,0.0000801387],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033531466,0.00033641746,0.0005658714,0.0001534762,0.0001699211,0.000025420499,0.00076195516,0.0003638221,0.00048323337],"category_scores_gemma":[0.000011193353,0.0003256619,0.00020061509,0.00034925496,0.0001184209,0.00023837028,0.00016889181,0.00032154727,0.00008105537],"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":[0.0013382577,0.0012623668,0.14294475,0.0036120883,0.00055298954,0.00036204615,0.41541058,0.40646473,0.0054703713,0.0066349497,0.0042063924,0.0117404815],"study_design_scores_gemma":[0.00083282345,0.00012883736,0.016250825,0.00046682623,0.00016135606,0.000005190297,0.07353218,0.90648216,0.000047367143,0.0010418078,0.00039520478,0.00065540295],"about_ca_topic_score_codex":0.04447727,"about_ca_topic_score_gemma":0.9577794,"teacher_disagreement_score":0.9133021,"about_ca_system_score_codex":0.000246694,"about_ca_system_score_gemma":0.00004385107,"threshold_uncertainty_score":0.99991953},"labels":[],"label_agreement":null},{"id":"W7039315972","doi":"","title":"Les personnages autochtones dans trois romans québécois contemporains : une représentation stéréotypée","year":2023,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Health, Education, and Cultural 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":"Post colonialism; National identity; Cultural exchange; ROUGE","score_opus":0.041205499933527595,"score_gpt":0.2954814583290371,"score_spread":0.25427595839550954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039315972","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":[0.96672016,0.0005997225,0.000010483469,0.024373876,0.0015992398,0.0006771848,0.00010563628,0.00019742458,0.005716297],"genre_scores_gemma":[0.35914347,0.0037685393,0.0001947043,0.000018267703,0.00020026004,0.0000025561642,0.0004950758,0.000029102606,0.63614804],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99722725,0.00051423156,0.0003308505,0.0007079548,0.00064255716,0.00057717477],"domain_scores_gemma":[0.9980789,0.00018386365,0.00064613525,0.00028943387,0.00055948086,0.00024222706],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00048834056,0.00040744888,0.00069948897,0.00022106248,0.0034660774,0.000051862407,0.0005078247,0.0005214289,0.00034401607],"category_scores_gemma":[0.00007713716,0.00045620993,0.00036999956,0.0010679776,0.0008424421,0.0005571022,0.00003483242,0.00033905008,0.00024999463],"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":[0.000061910796,0.00015690163,0.009171448,0.00046538177,0.0002660609,0.000017740736,0.97660947,0.000019909177,0.00048916537,0.0057145995,0.002577046,0.0044503417],"study_design_scores_gemma":[0.0003395032,0.00016321042,0.15173046,0.00027861245,0.00027905314,8.2877665e-7,0.83937865,0.00004131935,0.00007333787,0.00018341371,0.007143488,0.00038812123],"about_ca_topic_score_codex":0.99279237,"about_ca_topic_score_gemma":0.9963316,"teacher_disagreement_score":0.6304317,"about_ca_system_score_codex":0.00052298466,"about_ca_system_score_gemma":0.00074370357,"threshold_uncertainty_score":0.99978894},"labels":[],"label_agreement":null},{"id":"W7039337182","doi":"","title":"Leveraging Atmospheric-Pressure Spatial Atomic Layer Deposition and Machine Learning for Nanomaterial and Device Design","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Machine Learning in Materials Science","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":"Atomic layer deposition; Leverage (statistics); Deposition (geology); Characterization (materials science); Chemical vapor deposition; Thin film; Flexibility (engineering); Nanomaterials; Layer (electronics); Machine vision","score_opus":0.01712243206802946,"score_gpt":0.22297093674478638,"score_spread":0.20584850467675692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039337182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932935,0.00018890988,0.0045804745,0.00013916128,0.0009332171,0.0005997831,0.000045036675,0.00020679184,0.000013078854],"genre_scores_gemma":[0.85543025,0.0001983255,0.07255163,0.000021787613,0.00017933956,0.000008414926,0.0005027091,0.00012894066,0.0709786],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980254,0.00030959625,0.00022522773,0.00074410095,0.0002785018,0.0004171329],"domain_scores_gemma":[0.99886274,0.00018411245,0.00047723096,0.00021625467,0.00014325838,0.00011641385],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007621479,0.00035323555,0.0005604898,0.00008212711,0.0006949639,0.00019692036,0.00037073382,0.00029090172,0.00020766583],"category_scores_gemma":[0.0000945343,0.00039503758,0.00007009957,0.00012648766,0.00013970367,0.00027830928,0.00018752323,0.00019172305,0.00003245692],"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":[0.0009173883,0.000020068355,0.00080873526,0.0011863974,0.00004486986,0.000021245749,0.037284218,0.0029764192,0.9548747,0.000019439405,0.00008320538,0.0017632927],"study_design_scores_gemma":[0.0058575957,0.001498939,0.03422903,0.0019077426,0.0015774553,0.00007750654,0.05900399,0.38373056,0.507288,0.00076703494,0.0011384393,0.002923718],"about_ca_topic_score_codex":0.049848083,"about_ca_topic_score_gemma":0.009692353,"teacher_disagreement_score":0.44758675,"about_ca_system_score_codex":0.000042551477,"about_ca_system_score_gemma":0.00007777865,"threshold_uncertainty_score":0.99985015},"labels":[],"label_agreement":null},{"id":"W7039401578","doi":"","title":"Local controls on tree seedling growth following mounding on peatland seismic lines in Brazeau County and Lac La Biche, Alberta","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","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":"Ontario Drive & Gear (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta-Pacific Forest Industries; Alberta Biodiversity Monitoring Institute; Natural Resources Canada; Canadian Natural Resources Limited; Cenovus Energy; ConocoPhillips","keywords":"Microsite; Seedling; Sowing; Peat; Understory; Black spruce; Boreal; Water content","score_opus":0.0065524024871766425,"score_gpt":0.2007798071892067,"score_spread":0.19422740470203007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039401578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99585366,0.000013262942,0.0000058262544,0.00057865784,0.0002001031,0.00021654468,0.000017571076,0.000031600506,0.003082789],"genre_scores_gemma":[0.87505656,0.00009722235,0.000027644543,0.00004100758,0.000023409573,0.000001048806,0.00032461915,0.000025853697,0.12440265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864495,0.00009150327,0.00014713866,0.00050392456,0.00026232228,0.00035016978],"domain_scores_gemma":[0.999224,0.00036158095,0.00014661907,0.00016041452,0.000009968959,0.00009742884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026820516,0.0002753422,0.0004916759,0.00025025403,0.00018703187,0.00002934867,0.00023701157,0.00030054658,0.00005128552],"category_scores_gemma":[0.00003686784,0.00028124978,0.00012213073,0.00021697198,0.000105936866,0.00014904514,0.00008174935,0.00031925974,0.0000622809],"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":[0.0026174292,0.00045526348,0.8681452,0.00042259548,0.000436073,0.0012939919,0.1012461,0.007056974,0.0072888695,0.00029489674,0.004417997,0.006324562],"study_design_scores_gemma":[0.005851381,0.0007489406,0.92691493,0.000788568,0.0002604284,0.000009431786,0.04962973,0.012779404,0.0003757323,0.00046108884,0.0012284187,0.00095192634],"about_ca_topic_score_codex":0.13685177,"about_ca_topic_score_gemma":0.5176944,"teacher_disagreement_score":0.38084263,"about_ca_system_score_codex":0.00018026796,"about_ca_system_score_gemma":0.000019329096,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W7039428755","doi":"","title":"In The Mix: An Exhibition of Black Diasporic Studies, Remix Culture, Astrology and Sound","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Legume Nitrogen Fixing Symbiosis","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":"University of Waterloo","funders":"","keywords":"Exhibition; Narrative; Context (archaeology); The arts; Musical; Identity (music); Sound art; Interpretation (philosophy)","score_opus":0.017739442014084127,"score_gpt":0.2249975535693607,"score_spread":0.20725811155527657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039428755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974266,0.0011431338,2.325354e-8,0.00096456136,0.00012309216,0.00018522263,0.000051702867,0.000015921016,0.00008969609],"genre_scores_gemma":[0.97934026,0.00033211804,0.000066932655,0.000028056214,0.00006407132,5.8249e-7,0.00044329255,0.0000016272945,0.019723061],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990883,0.00012701572,0.00012141258,0.0003103008,0.00018413746,0.00016883228],"domain_scores_gemma":[0.99955755,0.00007018839,0.00016322405,0.00007519191,0.000100236044,0.000033613047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018699573,0.00016041528,0.0003118766,0.00004841106,0.00008203778,0.000012026356,0.00027696302,0.00023953321,0.000052563806],"category_scores_gemma":[0.000014473531,0.000069734386,0.000093961535,0.00029735925,0.00016412037,0.00016318353,0.00004626398,0.00021451761,0.0000109814155],"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":[0.000431578,0.00031715474,0.002931323,0.00069987745,0.0003156312,0.00014133284,0.6653782,0.0000012275103,0.31774738,0.0010529347,0.0062674135,0.0047159237],"study_design_scores_gemma":[0.0003391501,0.00091198756,0.07282886,0.000199754,0.00031575197,0.000011740355,0.9156557,0.000011612968,0.0038555453,0.0052593094,0.0002887761,0.00032184363],"about_ca_topic_score_codex":0.013750636,"about_ca_topic_score_gemma":0.13507716,"teacher_disagreement_score":0.31389183,"about_ca_system_score_codex":0.000030965068,"about_ca_system_score_gemma":0.00000701622,"threshold_uncertainty_score":0.99281687},"labels":[],"label_agreement":null},{"id":"W7039475703","doi":"","title":"The Nature of Healing: Living Architecture for Long Term Care &amp; Rehabilitation Hospitals","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Visitor pattern; Health care; Vulnerability (computing); Natural (archaeology); Limiting; Architecture; Long-term care; Healthcare system; Rehabilitation; Perception","score_opus":0.0039666495973726,"score_gpt":0.20726806827385671,"score_spread":0.2033014186764841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039475703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99770814,0.00037669047,0.00002330168,0.00047599425,0.00036958087,0.0006365176,0.000045255547,0.000015015761,0.00034949687],"genre_scores_gemma":[0.8155688,0.00010097145,0.0016715535,0.000012367241,0.0000315083,0.0000012493323,0.0005154362,0.00002281149,0.18207529],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991106,0.0000641394,0.00011961361,0.0003199617,0.0001816747,0.00020401759],"domain_scores_gemma":[0.9990108,0.0002518251,0.00031364287,0.0003282141,0.000053051626,0.000042466218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014330972,0.00016089404,0.00026598337,0.000057725636,0.00021931306,0.000007625504,0.000380241,0.00047138904,0.00011660214],"category_scores_gemma":[0.000059419945,0.00013058883,0.00022116471,0.000084867934,0.00024402497,0.00006271297,0.00008185087,0.00024975883,0.000022070979],"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":[0.0007162923,0.00010421798,0.17823583,0.0025638302,0.00019809802,0.000002982104,0.74197286,0.0008025191,0.024326496,0.00016419363,0.00418467,0.046727996],"study_design_scores_gemma":[0.00048575675,0.0006324283,0.73109484,0.00064244686,0.0001463501,0.0000017242731,0.26131448,0.000024837096,0.0008631617,0.00014284097,0.0042079375,0.000443202],"about_ca_topic_score_codex":0.0029031276,"about_ca_topic_score_gemma":0.06731532,"teacher_disagreement_score":0.552859,"about_ca_system_score_codex":0.00010380083,"about_ca_system_score_gemma":0.000027205399,"threshold_uncertainty_score":0.94970375},"labels":[],"label_agreement":null},{"id":"W7039483221","doi":"","title":"Long-term effects of concussion: Investigating the relationship between sensory gating and motor learning","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Traditional and Medicinal Uses of Annonaceae","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":"University of Waterloo","funders":"","keywords":"Sensory gating; Gating; Somatosensory system; Sensory system; Facilitation; Proprioception; Motor learning; Session (web analytics); Task (project management)","score_opus":0.01971219771854084,"score_gpt":0.23563725715956324,"score_spread":0.21592505944102242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039483221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990853,0.00032945164,0.0000042022352,0.00023605552,0.000098654506,0.00016745152,0.000017171002,0.000013622383,0.000048078015],"genre_scores_gemma":[0.9164309,0.00010062692,0.00014693575,0.000008647378,0.00011198285,5.0398666e-7,0.0008792442,0.00001679044,0.082304366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931675,0.000087427514,0.00010754419,0.00020758389,0.0001602823,0.00012039416],"domain_scores_gemma":[0.9992249,0.00026094512,0.00025180503,0.00011624764,0.00008028446,0.000065808585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012469376,0.00012953678,0.00019918587,0.00006665038,0.0002152818,0.000005500259,0.0001279143,0.00020471959,0.0000031350708],"category_scores_gemma":[0.00024384781,0.00011511961,0.00008453271,0.000070678965,0.00017187295,0.0000068264717,0.000051079838,0.00023817833,0.0000031083446],"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":[0.0001492301,0.000022716009,0.618568,0.0029777905,0.00027196336,0.000027957944,0.02966149,0.000024841029,0.34496388,0.00013711565,0.0003510824,0.0028439148],"study_design_scores_gemma":[0.00038413174,0.00027322565,0.96892136,0.0007979885,0.000147306,0.00000251405,0.01803034,0.0000054301904,0.0112059545,0.00006804437,0.000031789492,0.00013194045],"about_ca_topic_score_codex":0.00081076834,"about_ca_topic_score_gemma":0.0007144538,"teacher_disagreement_score":0.35035333,"about_ca_system_score_codex":0.000007959871,"about_ca_system_score_gemma":0.00005627871,"threshold_uncertainty_score":0.46944416},"labels":[],"label_agreement":null},{"id":"W7039514156","doi":"","title":"Nanoscale X-ray Computed Tomography Based Modeling of Lithium-ion Battery Electrodes","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Field (mathematics); Work (physics); Scale (ratio); Phase (matter); Noise (video)","score_opus":0.00833207118861847,"score_gpt":0.19326627725329987,"score_spread":0.1849342060646814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039514156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99141157,0.00011157259,0.0066833566,0.000032103737,0.000938865,0.0002669249,0.00008967689,0.00019396636,0.0002719799],"genre_scores_gemma":[0.96040887,0.00006643111,0.02352592,0.000018558403,0.00012037965,0.0000014120475,0.0013757852,0.0001119285,0.014370699],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987291,0.000050758426,0.00026543988,0.0003312326,0.00029525688,0.00032821632],"domain_scores_gemma":[0.99909055,0.000027683445,0.00020656738,0.00040257696,0.00021146148,0.00006114249],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001258163,0.0003350086,0.00059433334,0.00051396363,0.00009279387,0.000015070017,0.00041965707,0.0003081931,0.00026586844],"category_scores_gemma":[0.000004671276,0.00042152964,0.00014693604,0.00025252864,0.00007470293,0.00023512727,0.00003811321,0.00016628287,0.000020085552],"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":[0.00048661625,0.0001527957,0.00028635716,0.0035848345,0.00046029367,0.000015422369,0.020703781,0.14852785,0.82192165,0.00002607582,0.003128844,0.00070549996],"study_design_scores_gemma":[0.0021803097,0.0005475598,0.0013262504,0.0025226627,0.0005835946,0.000001729785,0.01847591,0.20407033,0.76762056,0.00033930995,0.0006688899,0.0016629105],"about_ca_topic_score_codex":0.0010200148,"about_ca_topic_score_gemma":0.0009381095,"teacher_disagreement_score":0.05554248,"about_ca_system_score_codex":0.000070225644,"about_ca_system_score_gemma":0.00002888675,"threshold_uncertainty_score":0.99982363},"labels":[],"label_agreement":null},{"id":"W7039586655","doi":"","title":"Marketing mix of used electric vehicles in Ontario, Canada.","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Morphological variations and asymmetry","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":"Purchasing; Point of sale; Variety (cybernetics); Exploratory research; Point (geometry); Sample (material); Electric vehicle; Usage data","score_opus":0.016148901044400105,"score_gpt":0.20631405511030007,"score_spread":0.19016515406589996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039586655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985087,0.000054495038,0.0000066464254,0.00011037939,0.00007713243,0.00013275683,0.000016370213,0.000009126287,0.00108439],"genre_scores_gemma":[0.65255225,0.000024263672,0.0062995986,0.0000065752843,0.000009231122,3.4098647e-7,0.0002731317,0.000017374618,0.34081727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989989,0.00011924492,0.00019308229,0.00022952943,0.00026655447,0.00019270729],"domain_scores_gemma":[0.9990077,0.00026871584,0.0003348711,0.00020943618,0.00013493218,0.000044334916],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002619864,0.00014844567,0.00047051866,0.00020608626,0.00005912381,0.000006166417,0.0002167847,0.00021870021,0.000921197],"category_scores_gemma":[0.000117115254,0.00016897127,0.00010151399,0.0003264924,0.000013800704,0.000047916066,0.000037435413,0.00030319922,0.0000010960048],"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":[0.0023962394,0.0034211425,0.34999996,0.010534253,0.0021126433,0.0028008302,0.30136237,0.000146133,0.2020842,0.019405236,0.095974505,0.009762491],"study_design_scores_gemma":[0.0017807443,0.00011657244,0.7786246,0.0013161028,0.00039614917,0.000004922919,0.20305137,0.00021296482,0.011529794,0.0012812701,0.0008751322,0.00081038044],"about_ca_topic_score_codex":0.9933728,"about_ca_topic_score_gemma":0.9997661,"teacher_disagreement_score":0.42862463,"about_ca_system_score_codex":0.000271421,"about_ca_system_score_gemma":0.00072701,"threshold_uncertainty_score":0.9999921},"labels":[],"label_agreement":null},{"id":"W7039588291","doi":"","title":"Natural source zone depletion of petroleum hydrocarbons under variable temperature and moisture conditions","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Global Water Futures; Canada Excellence Research Chairs, Government of Canada","keywords":"Moisture; Carbon dioxide; Groundwater; Methane; Soil water; Water content","score_opus":0.006550170295799404,"score_gpt":0.20262458870653888,"score_spread":0.19607441841073947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039588291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99860793,0.0006511812,0.000026659449,0.00017402536,0.00021062515,0.00013306043,0.00008990525,0.00001916774,0.00008745519],"genre_scores_gemma":[0.751757,0.00024619533,0.00022589162,0.000011337648,0.000037640537,0.0000011689784,0.0022895604,0.000017496694,0.24541366],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99929523,0.000031522755,0.00009543339,0.00030581112,0.00011594052,0.00015605219],"domain_scores_gemma":[0.99950093,0.0000106966045,0.00016131146,0.00019490262,0.00009019498,0.00004196862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051111016,0.0001856526,0.00028127036,0.000109393055,0.00017800712,0.000008503206,0.00013093582,0.00036258725,0.000012631473],"category_scores_gemma":[0.000009442743,0.0002058016,0.00010872465,0.0001029405,0.00011471931,0.0000070985107,0.00007196075,0.00019128351,0.0000025235297],"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":[0.0002294899,0.0000937989,0.0042767487,0.00027791006,0.00047982577,0.000008353933,0.005412662,0.00008908039,0.9843374,0.000091232294,0.004529598,0.00017392899],"study_design_scores_gemma":[0.0038376611,0.001056163,0.2680611,0.0007954622,0.0019756148,0.000033417375,0.57151234,0.00007981631,0.14131299,0.00016092876,0.00945503,0.001719454],"about_ca_topic_score_codex":0.006001451,"about_ca_topic_score_gemma":0.028430136,"teacher_disagreement_score":0.8430244,"about_ca_system_score_codex":0.00001416483,"about_ca_system_score_gemma":0.000053470252,"threshold_uncertainty_score":0.98929846},"labels":[],"label_agreement":null},{"id":"W7039602591","doi":"","title":"MODELS OF EFFICIENT CONSUMER PRICING SCHEMES IN ELECTRICITY MARKETS","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Slime Mold and Myxomycetes 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":"Marginal cost; Complementarity (molecular biology); Electricity; Electricity pricing; Context (archaeology); Complementary good; Competitive equilibrium; Pricing schedule; Welfare","score_opus":0.008184698139727256,"score_gpt":0.19502416189026306,"score_spread":0.1868394637505358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039602591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99620855,0.0007279742,0.0000260521,0.00001107277,0.000081346145,0.00024052965,0.000019623465,0.00005170243,0.0026331465],"genre_scores_gemma":[0.95687914,0.00021573114,0.00059931853,6.448221e-7,0.000007864192,4.4795078e-7,0.00013067441,0.000026533993,0.042139634],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989811,0.000032926746,0.00015265812,0.00021015848,0.00030285568,0.00032026312],"domain_scores_gemma":[0.999504,0.00004856633,0.000078349454,0.00020154542,0.00011832271,0.0000491652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013752996,0.00018554565,0.00040127023,0.0006138656,0.000038628506,0.0000067934193,0.0002545064,0.00023473249,0.000060901388],"category_scores_gemma":[0.0000084115145,0.00022732222,0.00011196313,0.00038184653,0.000041964013,0.00007802435,0.00003134409,0.0002974677,0.000006959081],"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":[0.0013873053,0.0008791265,0.022162741,0.01152814,0.0010398913,0.00033268757,0.11737426,0.4887361,0.32078996,0.00089183403,0.0066672442,0.028210703],"study_design_scores_gemma":[0.0035175635,0.00015926381,0.09001527,0.0017477492,0.00026995366,0.000004118677,0.038925756,0.6491709,0.21397175,0.0002218148,0.00055678166,0.0014391032],"about_ca_topic_score_codex":0.014204148,"about_ca_topic_score_gemma":0.0067236214,"teacher_disagreement_score":0.16043477,"about_ca_system_score_codex":0.00012249041,"about_ca_system_score_gemma":0.00005324745,"threshold_uncertainty_score":0.99236035},"labels":[],"label_agreement":null},{"id":"W7039688504","doi":"","title":"A Multi-Tier Distributed fog-based Architecture for Early Prediction of Epileptic Seizures","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"EEG and Brain-Computer Interfaces","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":"University of Waterloo","keywords":"Epilepsy; Latency (audio); Electroencephalography; Epileptic seizure; Intervention (counseling); Quality of life (healthcare)","score_opus":0.017998782974351275,"score_gpt":0.22594296755567986,"score_spread":0.20794418458132857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039688504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905138,0.000017961474,0.006033443,0.00020975443,0.00053967134,0.0006320042,0.0019366676,0.000084872685,0.00003182106],"genre_scores_gemma":[0.9268933,0.000007867926,0.00915771,0.00003343988,0.00008686509,0.0000029084258,0.0010840193,0.000042213436,0.06269169],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99861324,0.00009122348,0.00018659595,0.0005299533,0.00029260348,0.00028636272],"domain_scores_gemma":[0.99879175,0.00015105406,0.00041703752,0.00032664568,0.0002299239,0.00008355707],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000100522,0.00026608407,0.00042245424,0.00029894017,0.00018990129,0.000023899545,0.0005392776,0.00031031546,0.000060474656],"category_scores_gemma":[0.0000824511,0.00027514575,0.00027643846,0.00021106734,0.00022097609,0.00013469174,0.00004584284,0.00021592311,0.000009142992],"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":[0.004019972,0.0009048644,0.0010859716,0.003279525,0.00026415844,0.00005436078,0.19508472,0.0014479933,0.7758826,0.00006669574,0.01175261,0.0061565447],"study_design_scores_gemma":[0.0056951116,0.0033176923,0.023621663,0.0015216228,0.00055807584,0.000009373619,0.028065735,0.028330415,0.903947,0.0003324937,0.0036706915,0.00093011564],"about_ca_topic_score_codex":0.0023065659,"about_ca_topic_score_gemma":0.0049102744,"teacher_disagreement_score":0.16701898,"about_ca_system_score_codex":0.00004336286,"about_ca_system_score_gemma":0.000085549436,"threshold_uncertainty_score":0.9999701},"labels":[],"label_agreement":null},{"id":"W7039701301","doi":"","title":"Modifiable behavioural factors and their association with depression and anxiety in Canadian undergraduate post-secondary students","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"COVID-19 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":true,"ca_institutions":"Canadian Public Health Association","funders":"National Institute on Drug Abuse","keywords":"Mental health; Anxiety; Depression (economics); Association (psychology); Affect (linguistics); Logistic regression; Alcohol consumption; Cigarette smoking","score_opus":0.014490823117149332,"score_gpt":0.27103182868843856,"score_spread":0.2565410055712892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039701301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99780136,0.00043219991,1.532725e-7,0.0004909964,0.00034914503,0.00034769965,0.00023928763,0.00002060432,0.0003185307],"genre_scores_gemma":[0.87865895,0.0001718401,0.000009322331,0.000028589295,0.0000072615335,8.1710215e-7,0.00069597934,0.00001878488,0.12040843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989751,0.00006493739,0.00008988582,0.00038164714,0.0001580089,0.00033043532],"domain_scores_gemma":[0.9994605,0.000032679673,0.0001225456,0.0001266697,0.000047520338,0.00021008194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014202662,0.00020173713,0.00027671864,0.00035871248,0.00015117833,0.000029627909,0.00012217015,0.0003036318,0.00007806995],"category_scores_gemma":[0.0000026745124,0.00018336035,0.00003884137,0.00012001832,0.000028730321,0.00013844637,0.000037460446,0.0003549559,0.0000070018514],"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":[0.00015955656,0.000042895725,0.83981156,0.00022135404,0.00007721541,0.000024186658,0.15797175,8.5504104e-7,0.00012925039,0.000021449623,0.00025164132,0.0012883112],"study_design_scores_gemma":[0.0007270708,0.00013096134,0.80181366,0.00017905612,0.00007673727,0.000002085847,0.19645183,0.000014092153,0.00006130623,0.00003922921,0.00033540835,0.00016858958],"about_ca_topic_score_codex":0.9866659,"about_ca_topic_score_gemma":0.99355453,"teacher_disagreement_score":0.1200899,"about_ca_system_score_codex":0.00072650716,"about_ca_system_score_gemma":0.0003653611,"threshold_uncertainty_score":0.7477218},"labels":[],"label_agreement":null},{"id":"W7039701432","doi":"","title":"Modelling the Subglacial Hydrology of Trinity-Wykeham Glaciers of the Northern Canadian Arctic","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Meltwater; Glacier; Arctic; Glacial period; Cryosphere; Glacier ice accumulation; Glacier morphology; Ice sheet; Ice caps; Sea ice","score_opus":0.016873593562408657,"score_gpt":0.1773800546666193,"score_spread":0.16050646110421063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039701432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977078,0.00012500881,0.000003109941,0.0009560976,0.0005119226,0.00019536767,0.00014266271,0.000007801416,0.00035022816],"genre_scores_gemma":[0.95964634,0.00014369542,0.000053943935,0.000015274632,0.000026448946,9.4642665e-8,0.0002279134,0.000005165435,0.039881118],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919015,0.000064455715,0.00013861933,0.00016473034,0.00021856315,0.00022345583],"domain_scores_gemma":[0.9991538,0.00011994877,0.00026137117,0.00024157396,0.0001638082,0.00005950895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016222837,0.00012270248,0.00027405674,0.00007408265,0.00041627063,0.000005023711,0.00048494095,0.00013497636,0.0002549882],"category_scores_gemma":[0.000023059194,0.000091043556,0.00018031034,0.00041423668,0.00021206248,0.000047290225,0.000017065693,0.00019233715,0.000016432285],"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":[0.00019771457,0.000021048041,0.54054004,0.00026822204,0.00034622406,0.000009675771,0.19966316,0.25506562,0.000020997135,0.00009748625,0.00047050908,0.0032993103],"study_design_scores_gemma":[0.00032270828,0.000106747124,0.7361156,0.000084068124,0.0002780897,8.8727126e-7,0.23777236,0.023523042,0.000027088325,0.0004041137,0.0011653875,0.00019990739],"about_ca_topic_score_codex":0.9776407,"about_ca_topic_score_gemma":0.9982849,"teacher_disagreement_score":0.23154257,"about_ca_system_score_codex":0.000017575174,"about_ca_system_score_gemma":0.00026596713,"threshold_uncertainty_score":0.37126485},"labels":[],"label_agreement":null},{"id":"W7039722502","doi":"","title":"A net-positive energy building assessment: commissioning and COVID-19 insights","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","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":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Energy consumption; Occupancy; Work (physics); Consumption (sociology); Project commissioning; Efficient energy use; Energy (signal processing); Baseline (sea); Building design; Post-occupancy evaluation","score_opus":0.00923514064156887,"score_gpt":0.2329340939456626,"score_spread":0.22369895330409373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039722502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940263,0.000050360883,0.0001228345,0.00042408088,0.00014016285,0.0001532285,0.000017465933,0.000032603773,0.005032945],"genre_scores_gemma":[0.5751134,0.00010193968,0.002116834,0.00024256892,0.0000114994,0.0000021630262,0.00064680097,0.00002410571,0.42174068],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882996,0.00017123694,0.000107911714,0.0004069362,0.00026701894,0.00021696046],"domain_scores_gemma":[0.9993079,0.000077893426,0.00024029535,0.00017352591,0.000010694187,0.0001897082],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013249808,0.00019805845,0.00029436185,0.000118936594,0.0009929854,0.00001428892,0.0002941385,0.00022755336,0.017901747],"category_scores_gemma":[0.0000107615415,0.00022560751,0.000072079405,0.00017181458,0.00021348447,0.00022208302,0.00029145775,0.00029503962,0.000028853352],"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":[0.0009887479,0.0011435961,0.074238084,0.0005102735,0.0005821207,0.0019927118,0.76816565,0.0028343424,0.059684698,0.015720155,0.05315187,0.020987766],"study_design_scores_gemma":[0.0039519332,0.0012254313,0.21099563,0.00022594306,0.0012539148,0.000053976375,0.71547115,0.010469181,0.0035478508,0.0042837644,0.046313033,0.002208181],"about_ca_topic_score_codex":0.06986584,"about_ca_topic_score_gemma":0.068726875,"teacher_disagreement_score":0.4189129,"about_ca_system_score_codex":0.00040107526,"about_ca_system_score_gemma":0.00009527936,"threshold_uncertainty_score":0.98299605},"labels":[],"label_agreement":null},{"id":"W7039729521","doi":"","title":"Moving from Landscape Connectivity Theory to Land Use Planning Practice: Ontario as a Case Study","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Genomics and Phylogenetic 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":"Landscape assessment; Land-use planning; Landscape connectivity; Landscape planning; Land use; Legislation; Government (linguistics); Environmental design and planning; Landscape ecology; Spatial planning","score_opus":0.011845136187236845,"score_gpt":0.23415637629576166,"score_spread":0.22231124010852482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039729521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986368,0.0002987916,0.000014496922,0.000059888047,0.00015506164,0.00040279573,0.000056692916,0.0000060325615,0.00036948652],"genre_scores_gemma":[0.94679916,0.000033450953,0.0008275338,0.000051479183,0.000060847844,9.321438e-7,0.00025227983,0.000019585032,0.051954746],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989336,0.00012869535,0.000106896405,0.00049310713,0.00013515365,0.00020254577],"domain_scores_gemma":[0.99912155,0.000076946526,0.0001893086,0.00034988465,0.00016586269,0.00009644778],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001812612,0.00024290865,0.00032805846,0.00009111411,0.00022724048,0.000036232086,0.00018452945,0.00021753617,0.00003173201],"category_scores_gemma":[0.00008049131,0.00027624905,0.00010293288,0.00005661269,0.000020636198,0.000005773863,0.00012038713,0.00017130152,0.000007595325],"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":[0.005527797,0.0009162643,0.19446339,0.000057978465,0.0025460282,0.00539278,0.7027145,0.0008925361,0.08103402,0.000020412223,0.0014927937,0.0049415166],"study_design_scores_gemma":[0.0016741347,0.0018507582,0.20358741,0.000084650106,0.00075883634,0.000114761664,0.78444034,0.000010161902,0.002688194,0.00008176138,0.00401928,0.0006896854],"about_ca_topic_score_codex":0.5486691,"about_ca_topic_score_gemma":0.8127915,"teacher_disagreement_score":0.26412243,"about_ca_system_score_codex":0.000035871184,"about_ca_system_score_gemma":0.00014139518,"threshold_uncertainty_score":0.99996895},"labels":[],"label_agreement":null},{"id":"W7039758886","doi":"","title":"Multivariable System Identification, Enhanced Disturbance Rejection, and Precision Motion Control for CNC Machine Tool Feed Drives","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Iterative Learning Control 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":"University of Waterloo","keywords":"Control theory (sociology); Control system; Machining; Servo; Process (computing); Machine tool; Noise (video)","score_opus":0.003573524598146182,"score_gpt":0.17946945292328548,"score_spread":0.17589592832513928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039758886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.863911,0.0009514234,0.13145523,0.00006675202,0.0014205232,0.0015150545,0.00019365025,0.0003074248,0.00017897495],"genre_scores_gemma":[0.86915517,0.000041415926,0.0009403616,0.0000013714348,0.00007836898,0.000012792192,0.0010383922,0.000047588215,0.12868457],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868,0.00012929618,0.00029363073,0.00045747196,0.00021737377,0.00022225725],"domain_scores_gemma":[0.9986696,0.00012573271,0.00032213368,0.00030705048,0.0005218679,0.000053575874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027884383,0.000287222,0.00058729935,0.00020596493,0.00028460321,0.00008384781,0.00017268078,0.0003004659,0.00001645529],"category_scores_gemma":[0.000079664125,0.0003429819,0.00013515782,0.00017285036,0.000031157917,0.0003338006,0.000014832925,0.00020664188,0.000008305859],"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":[0.0008886527,0.00009745249,0.00090668694,0.00795787,0.0010031133,0.000011194112,0.11057387,0.022880891,0.8454677,0.0008315083,0.0011642867,0.008216804],"study_design_scores_gemma":[0.013191049,0.00037581744,0.07860025,0.00540634,0.0013260096,0.000016464752,0.16937093,0.6596213,0.06771617,0.00011397721,0.0020375024,0.0022241988],"about_ca_topic_score_codex":0.0019975526,"about_ca_topic_score_gemma":0.0029885068,"teacher_disagreement_score":0.7777515,"about_ca_system_score_codex":0.00021112664,"about_ca_system_score_gemma":0.000025178704,"threshold_uncertainty_score":0.99990225},"labels":[],"label_agreement":null},{"id":"W7039766655","doi":"","title":"Nanocellulose in Bioplastics for Sustainable Packaging","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plant chemical constituents analysis","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":"University of Waterloo","keywords":"Bioplastic; Nanocellulose; Food packaging; Polybutylene succinate; Biodegradation; Cellulose; Nanocomposite; Thermoplastic","score_opus":0.011249510265472875,"score_gpt":0.18823626874193247,"score_spread":0.1769867584764596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039766655","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":[0.9990417,0.000030907697,5.0883824e-7,0.00031487626,0.00006213441,0.00019597834,0.00010215054,0.000040959418,0.00021079463],"genre_scores_gemma":[0.44019812,0.00008587047,0.00011020695,0.0000068292884,0.000035207944,8.7319427e-7,0.0030043782,0.0000021995927,0.5565563],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991483,0.000016844331,0.00010407118,0.00028111078,0.00014308933,0.00030658123],"domain_scores_gemma":[0.99945885,0.00015971258,0.00013532287,0.000046042955,0.00014057742,0.000059507158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010927185,0.0001415647,0.00029887908,0.00007946466,0.0001325057,0.000021164758,0.0002825197,0.00020823411,0.00011446181],"category_scores_gemma":[0.0000551938,0.00007924039,0.00015186003,0.00044713105,0.000037594793,0.00009510991,0.000049933213,0.00011413102,0.000023579181],"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":[0.000617322,0.00024682618,0.007982752,0.0011145901,0.0002501379,0.00040869307,0.017220926,0.000059156366,0.95187575,0.0008952598,0.009767967,0.009560652],"study_design_scores_gemma":[0.0011977758,0.0001883753,0.029145302,0.0007030123,0.0005867068,0.0000020514958,0.9185625,0.00083323155,0.034344643,0.0012925776,0.011781396,0.0013624617],"about_ca_topic_score_codex":0.03551288,"about_ca_topic_score_gemma":0.17823866,"teacher_disagreement_score":0.9175311,"about_ca_system_score_codex":0.00005668014,"about_ca_system_score_gemma":0.000018839723,"threshold_uncertainty_score":0.9709097},"labels":[],"label_agreement":null},{"id":"W7039909066","doi":"","title":"Nudging Toward Sustainability: A Pilot Study on Promoting Pro-Environmental Behavior and Reducing Carbon Emissions in a Net-Zero Carbon Building","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental Education and Sustainability","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 footprint; Sustainability; Greenhouse gas; Nudge theory; Global warming; Carbon fibers; Climate change; Intervention (counseling); Climate change mitigation","score_opus":0.01387781221229505,"score_gpt":0.2436704115820742,"score_spread":0.22979259936977914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039909066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968264,0.000018871835,2.7415734e-7,0.00036086672,0.00014382618,0.002361887,0.0000069215275,0.00006909862,0.00021185236],"genre_scores_gemma":[0.96788853,0.00001933006,0.00008896731,0.000006330665,0.000011836106,0.000024428044,0.00005699214,0.000053631356,0.03184994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972876,0.00023572787,0.00031326988,0.0010647103,0.0005580672,0.0005406744],"domain_scores_gemma":[0.9989693,0.00006158375,0.00027421286,0.00046857845,0.000010621154,0.00021565834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005789633,0.00040642248,0.00048424446,0.00028798744,0.00028690227,0.000030574047,0.00033243475,0.00017068959,0.000113762675],"category_scores_gemma":[0.0000881342,0.0004814535,0.00007686515,0.00030424297,0.00024689882,0.00017467147,0.0003681696,0.00057279214,0.000005869767],"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":[0.00024263318,0.002357758,0.56810445,0.00031303678,0.000026265774,0.00013182145,0.41042393,0.00028366916,0.013355704,0.000002397981,0.000011491218,0.004746845],"study_design_scores_gemma":[0.0005210814,0.0007394677,0.53876853,0.000111686895,0.00008104451,0.000001596057,0.45873025,0.00032914983,0.00033036407,0.00008162583,0.0000053983467,0.0002998325],"about_ca_topic_score_codex":0.11656894,"about_ca_topic_score_gemma":0.014018014,"teacher_disagreement_score":0.102550924,"about_ca_system_score_codex":0.0022505003,"about_ca_system_score_gemma":0.00007307143,"threshold_uncertainty_score":0.9997637},"labels":[],"label_agreement":null},{"id":"W7042060554","doi":"","title":"80 Fathoms Deep","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Prosperity; Spatialization; Fishing; Work (physics); Cultural history; Modernity; Everyday life; Population; Frame (networking); Seascape","score_opus":0.0067021784744487525,"score_gpt":0.1620081833525886,"score_spread":0.15530600487813984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042060554","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":[0.9597492,0.00013660642,0.000021929587,0.000057040215,0.00021496294,0.00013643407,0.000010270136,0.000031773703,0.039641753],"genre_scores_gemma":[0.07128346,0.00019970945,0.0012893018,0.00002817714,0.000016705297,3.330811e-7,0.00017257185,0.000024059369,0.9269857],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99903005,0.00003694073,0.00008049969,0.00035253156,0.0002892926,0.00021069965],"domain_scores_gemma":[0.9994248,0.000008858746,0.00020607577,0.00024094156,0.0000045651545,0.000114757975],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000053028365,0.00019844141,0.00025124475,0.000059208094,0.00016753438,0.0000016111342,0.0003965402,0.0001860893,0.010384387],"category_scores_gemma":[0.0000015198249,0.0002136756,0.00016626403,0.00009028936,0.0010642856,0.00013671322,0.00011479505,0.00017155416,0.0020778582],"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":[0.0008673127,0.000953147,0.012422456,0.00028721182,0.00028324348,0.0003887224,0.8302259,0.00033700524,0.030992448,0.00025325853,0.039237116,0.083752185],"study_design_scores_gemma":[0.0010448977,0.0005107872,0.19897772,0.00016493739,0.00043841396,0.000018320769,0.68320984,0.00015898011,0.0022094266,0.00061626395,0.110922754,0.0017276566],"about_ca_topic_score_codex":0.05087659,"about_ca_topic_score_gemma":0.035572845,"teacher_disagreement_score":0.88846576,"about_ca_system_score_codex":0.00018011016,"about_ca_system_score_gemma":0.000009970033,"threshold_uncertainty_score":0.9986991},"labels":[],"label_agreement":null},{"id":"W7042061982","doi":"","title":"Transitions","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Embodied cognition; Lived experience; Transition (genetics); Identity (music); Qualitative research; Invisibility; Natural (archaeology); Assemblage (archaeology)","score_opus":0.02128614165609269,"score_gpt":0.24864246098222606,"score_spread":0.22735631932613337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042061982","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":[0.9335834,0.00007324909,0.0000048282486,0.003038988,0.00030300248,0.00015413227,0.00004351482,0.000061520645,0.06273738],"genre_scores_gemma":[0.25984645,0.0007693085,0.00015918643,0.000015407259,0.000055120967,1.3058686e-7,0.00018566602,0.000010651337,0.73895806],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99916935,0.00007818099,0.000056293036,0.00018099195,0.0003189599,0.00019624669],"domain_scores_gemma":[0.9994968,0.000027783417,0.00011466532,0.00013013442,0.00014750377,0.000083118764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012891654,0.00010341241,0.00019711527,0.000131634,0.0010225665,0.000014861009,0.00028397946,0.0003235422,0.0005737711],"category_scores_gemma":[0.000009941451,0.00013469787,0.0001557731,0.0001298577,0.00027252862,0.0001636587,0.000008934948,0.00026120176,0.00007331883],"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":[0.000029656734,0.000058382157,0.00001956732,0.000041820338,0.000042442163,0.000035934292,0.98110723,0.0000013385081,0.0006175851,0.014335339,0.0026199636,0.001090718],"study_design_scores_gemma":[0.00029337005,0.000050242645,0.00236217,0.00012977669,0.00010041925,8.44792e-7,0.9376792,0.0000048343813,0.00025523186,0.0019771052,0.056826793,0.00032005645],"about_ca_topic_score_codex":0.17043422,"about_ca_topic_score_gemma":0.51321816,"teacher_disagreement_score":0.6762207,"about_ca_system_score_codex":0.00006106871,"about_ca_system_score_gemma":0.00028434212,"threshold_uncertainty_score":0.8350899},"labels":[],"label_agreement":null},{"id":"W7042109405","doi":"","title":"Consider The Kayak","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Ethos; Limiting; Beauty; Process (computing); Quality (philosophy); Frame (networking); Key (lock); Point (geometry)","score_opus":0.024846880674842784,"score_gpt":0.2042350356910323,"score_spread":0.17938815501618952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042109405","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":[0.89833987,0.00022281132,0.0000019614072,0.0010668514,0.0014223616,0.0002975378,0.00008633912,0.00009082339,0.098471455],"genre_scores_gemma":[0.059549242,0.000054409065,0.000068088884,0.00007011953,0.00033553247,3.2731916e-7,0.00020362742,0.00002236713,0.9396963],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991783,0.000047336165,0.00009937207,0.00024032951,0.0002233176,0.00021138378],"domain_scores_gemma":[0.99910396,0.000057244477,0.00019139163,0.00033349672,0.00026357707,0.000050311373],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000114257586,0.00019697368,0.00027840634,0.00012374907,0.0006457852,0.0000803017,0.0003511939,0.00013965154,0.01183032],"category_scores_gemma":[0.000008805769,0.00016286968,0.00018893751,0.00003063647,0.00048285257,0.00016045457,0.00003442138,0.00018406162,0.000757691],"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":[0.000104342,0.00003701766,0.000011123024,0.00009576819,0.00011887175,0.000016627348,0.75559664,4.3259794e-7,0.00008497485,0.01996926,0.22273946,0.0012255126],"study_design_scores_gemma":[0.00027940373,0.00009174631,0.00023921714,0.000081671315,0.00017783925,0.0000012057266,0.6307851,0.000016404992,0.00015311739,0.0013447101,0.36659798,0.00023157374],"about_ca_topic_score_codex":0.036304574,"about_ca_topic_score_gemma":0.361677,"teacher_disagreement_score":0.84122485,"about_ca_system_score_codex":0.000025372105,"about_ca_system_score_gemma":0.00007402581,"threshold_uncertainty_score":0.989073},"labels":[],"label_agreement":null},{"id":"W7042164628","doi":"","title":"Turf &amp; Twig","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Nucleofection; Gestational period; TSG101; Fusible alloy; Diafiltration; Hyporeflexia; Dysgeusia; Demotion; Proteogenomics","score_opus":0.006303652493977292,"score_gpt":0.17104151732362724,"score_spread":0.16473786482964994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042164628","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":[0.97562563,0.000057089383,0.000015867627,0.00022019114,0.00021785182,0.0001159181,0.00001094104,0.000030387602,0.023706136],"genre_scores_gemma":[0.07872232,0.000098887926,0.0011208102,0.000051011433,0.000026392385,2.4637174e-7,0.0003124958,0.000021525915,0.9196463],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895585,0.000040097984,0.00008247793,0.00035845576,0.00035721718,0.0002059057],"domain_scores_gemma":[0.99937946,0.000013529089,0.00021139758,0.00027649515,0.0000048597312,0.00011423346],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060851507,0.00019847314,0.00027393352,0.000057243666,0.000168275,0.0000023005957,0.00037399746,0.00018154568,0.0075653307],"category_scores_gemma":[0.0000023841906,0.00021288272,0.00016827324,0.00008786631,0.0009673503,0.000097821365,0.0001056899,0.00017991889,0.0036320628],"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":[0.00090807886,0.0007974173,0.013081253,0.00048564852,0.00031803656,0.00011724285,0.4541361,0.0018403713,0.06282243,0.00018693203,0.4257667,0.03953978],"study_design_scores_gemma":[0.00072974025,0.00021670909,0.096842,0.00013338096,0.00023370316,0.000008282117,0.1252729,0.000052851774,0.00057979947,0.00024056414,0.77463263,0.0010574666],"about_ca_topic_score_codex":0.04196281,"about_ca_topic_score_gemma":0.047975216,"teacher_disagreement_score":0.8969033,"about_ca_system_score_codex":0.00022486504,"about_ca_system_score_gemma":0.000010743407,"threshold_uncertainty_score":0.99714375},"labels":[],"label_agreement":null},{"id":"W7042187695","doi":"","title":"Oneiric Hut","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Embodied cognition; Argument (complex analysis); Rhetorical question; Sophistication; Architecture; Subject (documents); Conceptual architecture; Presupposition","score_opus":0.010254261419824665,"score_gpt":0.1813999996441494,"score_spread":0.17114573822432474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042187695","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":[0.99074656,0.00033917686,0.0003849467,0.0000379659,0.00041638958,0.00021336782,0.000019144876,0.00026229958,0.007580156],"genre_scores_gemma":[0.33615655,0.00026658643,0.001941673,0.000008704849,0.00007841876,6.61011e-7,0.00039359872,0.00006938869,0.6610844],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992343,0.000022779768,0.00008604385,0.00020774479,0.00019807418,0.0002510432],"domain_scores_gemma":[0.9994742,0.000021803511,0.00006382041,0.00027394298,0.00006953579,0.00009668427],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000041063104,0.00024117237,0.0003292479,0.0002604151,0.000105547195,0.000014985456,0.0003105701,0.00030571327,0.00053799286],"category_scores_gemma":[0.00000358391,0.0002870673,0.00014591918,0.00010557896,0.000039176542,0.0001322828,0.00002504226,0.00030711293,0.0004180102],"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":[0.00031764363,0.00022084583,0.00091440696,0.005414762,0.0013415929,0.00020387128,0.7126018,0.020303082,0.051781252,0.0004950781,0.15401605,0.052389633],"study_design_scores_gemma":[0.008042382,0.0012839261,0.13248,0.0027933079,0.0029317387,0.00005319319,0.6257705,0.09273536,0.0674524,0.012219672,0.043456823,0.010780704],"about_ca_topic_score_codex":0.008391341,"about_ca_topic_score_gemma":0.013042665,"teacher_disagreement_score":0.65459,"about_ca_system_score_codex":0.000052701937,"about_ca_system_score_gemma":0.000026566657,"threshold_uncertainty_score":0.99995816},"labels":[],"label_agreement":null},{"id":"W7042226770","doi":"","title":"Re:Linking Lachine","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Planning and Landscape Design","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":"Brownfield; Government (linguistics); Hazardous waste; Urban planning; Land reclamation; Reuse; Work (physics); Local government; Landscape architect; Landscape architecture; Yard","score_opus":0.007510402515805426,"score_gpt":0.1827623515561456,"score_spread":0.17525194904034017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042226770","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":[0.98238796,0.0000268655,0.000006103379,0.00018827221,0.00027536578,0.000104288934,0.000017515591,0.000057151945,0.016936505],"genre_scores_gemma":[0.2147084,0.000018290282,0.0012650902,0.000018648554,0.00003434857,1.3258288e-7,0.00062824227,0.000020642556,0.7833062],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.999096,0.000032896434,0.000078929676,0.00030807513,0.00027279253,0.00021134755],"domain_scores_gemma":[0.9994313,0.000026898731,0.00017230342,0.00027394906,0.000011901972,0.000083631494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015014102,0.00017432476,0.00023791206,0.00007849044,0.00018474783,0.000013795156,0.00038620702,0.0003249401,0.0035902443],"category_scores_gemma":[0.000007644025,0.0001884437,0.00010492747,0.000120587974,0.000072133465,0.00012219023,0.000059967635,0.00042009007,0.00057227496],"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":[0.0006158336,0.00026501965,0.07869535,0.0003130551,0.00018323089,0.00030635908,0.3874803,0.00020797382,0.07278442,0.000057263213,0.44496766,0.014123552],"study_design_scores_gemma":[0.0041649654,0.00087158877,0.39321062,0.0011153687,0.0011670124,0.000020958316,0.3407161,0.0033562854,0.014853248,0.00060439523,0.23611356,0.0038059007],"about_ca_topic_score_codex":0.029822335,"about_ca_topic_score_gemma":0.15566026,"teacher_disagreement_score":0.7676795,"about_ca_system_score_codex":0.000039375223,"about_ca_system_score_gemma":0.000013000046,"threshold_uncertainty_score":0.9973206},"labels":[],"label_agreement":null},{"id":"W7042228235","doi":"","title":"Opportunities for Redress: Re-imagining Relations, Restoration, and Leisure for Uniformed Bodies serving as First Responders","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Participatory action research; Action (physics); Militant; Focus group; Citizen journalism; Social work; Mental health; Narrative","score_opus":0.06674312716099555,"score_gpt":0.2999778915031168,"score_spread":0.23323476434212126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042228235","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":[0.9487702,0.00014167516,0.00005043021,0.041376308,0.00071617414,0.001767788,0.00016784729,0.00019358158,0.006815986],"genre_scores_gemma":[0.06870116,0.0006346294,0.00122866,0.000012145762,0.000098513374,0.000010254025,0.0015865132,0.00003164013,0.92769647],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885136,0.00010090897,0.00017671277,0.00032937006,0.00029894503,0.00024270196],"domain_scores_gemma":[0.998461,0.0004555342,0.00030942907,0.0001772035,0.0005067979,0.00009001498],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00068478193,0.0001550072,0.00028509696,0.00027491202,0.001882771,0.00009957946,0.00021745324,0.00028507144,0.00005688918],"category_scores_gemma":[0.00030412126,0.00017039201,0.00012406739,0.0001391613,0.00039158238,0.00067119556,0.000030151612,0.00010392357,0.0000045103757],"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":[0.00053966563,0.000029219016,0.00072397775,0.00076444936,0.000115112925,0.000004097877,0.96064126,0.00006152531,0.00004371173,0.02184646,0.013962228,0.0012683154],"study_design_scores_gemma":[0.00047300558,0.000081835686,0.0016404572,0.0002633017,0.00015072715,1.3689778e-7,0.952183,0.00016230751,0.000026568438,0.011238372,0.03357027,0.00021000142],"about_ca_topic_score_codex":0.077230304,"about_ca_topic_score_gemma":0.64588606,"teacher_disagreement_score":0.9208805,"about_ca_system_score_codex":0.000116229734,"about_ca_system_score_gemma":0.0003565825,"threshold_uncertainty_score":0.99941665},"labels":[],"label_agreement":null},{"id":"W7042242335","doi":"","title":"Placing Limits on Light Axions with EHT Polarimetry via Closure Traces","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Physics and Engineering Research Articles","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":"University of Waterloo","funders":"","keywords":"Axion; Polarization (electrochemistry); Faraday effect; Dimensionless quantity; Stokes parameters; Polarimetry; Supermassive black hole; Telescope","score_opus":0.00772592723468908,"score_gpt":0.18621631900066424,"score_spread":0.17849039176597517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042242335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985821,0.00007823091,0.0000294465,0.00013284842,0.00015552876,0.00011854089,0.000027987991,0.00032483065,0.0005504434],"genre_scores_gemma":[0.9730558,0.00009741349,0.00029072535,0.0000013242401,0.000043790867,3.3344318e-7,0.00015357752,0.000069476446,0.026287584],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911195,0.0000118643775,0.00007037819,0.00020343474,0.00028509446,0.00031727896],"domain_scores_gemma":[0.99952614,0.000041726926,0.00003498533,0.00022321101,0.000056789137,0.00011713047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005996927,0.00021215876,0.0002577793,0.0003064929,0.00012031867,0.000024335557,0.00022552171,0.00015455499,0.000019738232],"category_scores_gemma":[0.000005339711,0.00022454686,0.00009131076,0.00027538752,0.000018574012,0.00015352677,0.000015240149,0.00036099178,0.00011971609],"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":[0.0008349981,0.00033552936,0.0014780335,0.004409328,0.0023713796,0.0006124652,0.25064647,0.1444936,0.55385923,0.0006251023,0.007030525,0.03330336],"study_design_scores_gemma":[0.0057042716,0.0029528395,0.18647826,0.0071927034,0.0012256345,0.00002046385,0.31501263,0.10497312,0.36507115,0.0033442674,0.0023360215,0.0056886524],"about_ca_topic_score_codex":0.0029237294,"about_ca_topic_score_gemma":0.013383534,"teacher_disagreement_score":0.18878807,"about_ca_system_score_codex":0.000062283485,"about_ca_system_score_gemma":0.000023090011,"threshold_uncertainty_score":0.9156755},"labels":[],"label_agreement":null},{"id":"W7042309249","doi":"","title":"Outre Aesthetics","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ethics, Aesthetics, and Art","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 Waterloo","funders":"","keywords":"Vision; Emotive; Politics; Embodied cognition; Contemplation; Everyday Aesthetics; Sensibility; FREAK; Diversity (politics); Subject (documents)","score_opus":0.030574780782405934,"score_gpt":0.2186543854511516,"score_spread":0.18807960466874565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042309249","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":[0.9074348,0.00033045112,4.203088e-7,0.0022324603,0.0015152539,0.00018984762,0.000113040674,0.00011405044,0.088069625],"genre_scores_gemma":[0.047518276,0.00020789892,0.00012634721,0.00004639376,0.00020445182,1.8146399e-7,0.00056912587,0.00003975241,0.95128757],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989034,0.00005081316,0.00013774917,0.00028510252,0.00036853092,0.00025438302],"domain_scores_gemma":[0.9987009,0.000018620356,0.0002475833,0.00033877074,0.00057292177,0.00012118769],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018129306,0.00024927183,0.00040134756,0.00019425362,0.00034324086,0.000063054606,0.000408068,0.00027617757,0.0011523428],"category_scores_gemma":[0.000011270751,0.00027815337,0.00020321345,0.000027794074,0.00040657865,0.00018059938,0.000043652708,0.00039742855,0.00050509383],"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":[0.00007336017,0.00008878947,0.000038447564,0.00020911488,0.00005618324,0.000031479707,0.9194691,0.000003971078,0.00002114594,0.040539365,0.037086237,0.0023828037],"study_design_scores_gemma":[0.00041651516,0.00017880896,0.00004149618,0.00019423586,0.0001582565,0.0000013890756,0.67301816,0.000018067463,0.000063925225,0.007207995,0.31832758,0.00037356562],"about_ca_topic_score_codex":0.019163333,"about_ca_topic_score_gemma":0.38399658,"teacher_disagreement_score":0.86321795,"about_ca_system_score_codex":0.000046931178,"about_ca_system_score_gemma":0.00013209163,"threshold_uncertainty_score":0.99996704},"labels":[],"label_agreement":null},{"id":"W7042417563","doi":"","title":"Passive sampling to understand and predict sources of wastewater and agricultural contamination in rural watersheds","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Domain Adaptation and Few-Shot Learning","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; Ministère de l’Environnement, de la Protection de la nature et des Parcs; University of Waterloo; Ministry of Environment","keywords":"Passive sampling; Sampling (signal processing); Sucralose; STREAMS; Range (aeronautics); Wastewater; Contamination; Surface water","score_opus":0.013734820546442754,"score_gpt":0.20699430535573413,"score_spread":0.19325948480929137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042417563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998261,0.000035564546,0.00054443034,0.00070240395,0.00013475351,0.00022188215,0.000006696031,0.000041611765,0.00005167213],"genre_scores_gemma":[0.9589427,0.000068682806,0.002708801,0.0000076068873,0.000010657648,4.4745795e-7,0.00009365469,0.000010243742,0.03815721],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990815,0.000060867504,0.00014612029,0.00028482507,0.00023358988,0.00019312819],"domain_scores_gemma":[0.99944496,0.00006729355,0.0001793566,0.00011933168,0.00010461001,0.00008445032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014469223,0.00015961866,0.00029449648,0.00040483076,0.000108676235,0.00005673571,0.00023967767,0.0001364195,0.0000060461202],"category_scores_gemma":[0.000015870468,0.00015254015,0.00004349167,0.0002658815,0.0000587405,0.00036194175,0.00012099569,0.00013520544,0.0000037294249],"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":[0.0001389322,0.000029421915,0.00375942,0.00040727414,0.00008243487,0.000025143625,0.97080016,0.0004762192,0.011510358,0.0011683968,0.000107422595,0.011494818],"study_design_scores_gemma":[0.0008389199,0.00018567906,0.279807,0.0004595122,0.000032791293,0.0000037790246,0.71457446,0.0019635411,0.0016399301,0.0002201961,0.00002535835,0.0002488102],"about_ca_topic_score_codex":0.004232241,"about_ca_topic_score_gemma":0.010878868,"teacher_disagreement_score":0.2760476,"about_ca_system_score_codex":0.000049627874,"about_ca_system_score_gemma":0.000023491853,"threshold_uncertainty_score":0.6397911},"labels":[],"label_agreement":null},{"id":"W7042417706","doi":"","title":"An Optimizing Pulse Sequence Compiler for NMR QIP","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Quantum computer; Compiler; Quantum; Pulse sequence; Quantum algorithm; Set (abstract data type); Sequence (biology); Quantum information; Quantum phase estimation algorithm","score_opus":0.013128422295536851,"score_gpt":0.22536843283511063,"score_spread":0.21224001053957378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042417706","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":[0.9470644,0.000080582686,0.050574474,0.00058407127,0.0006212568,0.0004425651,0.00007365544,0.0002828356,0.00027617445],"genre_scores_gemma":[0.12367472,0.000028678474,0.75437534,0.00007469588,0.00026995028,0.0000017933661,0.0015657296,0.000072510586,0.11993661],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99838537,0.00006532347,0.00015772408,0.0006814171,0.00029771726,0.00041247116],"domain_scores_gemma":[0.99866104,0.0000617041,0.0003056457,0.0006418209,0.00020532226,0.00012448557],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018607112,0.00030234587,0.00042910088,0.00028099422,0.000413419,0.00010611831,0.0015765838,0.00025432906,0.0000136787085],"category_scores_gemma":[0.000005312466,0.00034394534,0.00022374935,0.00025842982,0.000068596135,0.00039028077,0.00010886713,0.00028876492,0.000008813524],"study_design_candidate":"simulation_or_modeling","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":[0.0005413945,0.001110115,0.00037908676,0.0025437556,0.00050352485,0.00055081263,0.34361163,0.23524454,0.048294827,0.014704319,0.01211578,0.34040022],"study_design_scores_gemma":[0.0009941086,0.00051685097,0.001766679,0.00037877087,0.00008802379,0.00001555746,0.01039847,0.9796344,0.0025186779,0.0016132677,0.0011543997,0.0009207871],"about_ca_topic_score_codex":0.0111302715,"about_ca_topic_score_gemma":0.0058539244,"teacher_disagreement_score":0.82338965,"about_ca_system_score_codex":0.000055169097,"about_ca_system_score_gemma":0.000120122124,"threshold_uncertainty_score":0.99990124},"labels":[],"label_agreement":null},{"id":"W7042465784","doi":"","title":"Photons &amp; Phonons: A room-temperature diamond quantum memory","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum optics and atomic interactions","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 Waterloo","keywords":"Photon; Diamond; Quantum memory; Bandwidth (computing); Optical storage; Qubit; Raman spectroscopy; Quantum; Beam splitter; Single-photon source","score_opus":0.007004895216040523,"score_gpt":0.21152961603632892,"score_spread":0.20452472082028839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042465784","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":[0.99003,0.00006599245,0.000025186324,0.0004021477,0.0009772365,0.000267822,0.00054620265,0.00004205065,0.007643359],"genre_scores_gemma":[0.40570307,0.000035964014,0.00022391614,0.000007991408,0.00015313187,0.0000016718213,0.0011604597,0.000037345962,0.59267646],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9987739,0.000049438888,0.00017735023,0.0004359842,0.00021124832,0.0003520991],"domain_scores_gemma":[0.99878234,0.000058253525,0.00034506826,0.00045677522,0.00022278828,0.00013475466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000778881,0.00034733283,0.00048535047,0.00023776603,0.00038195317,0.000045400284,0.000385749,0.00024208879,0.0039674304],"category_scores_gemma":[0.0000041537223,0.0003425867,0.00040387173,0.00014157988,0.000068451634,0.00024724752,0.000057741334,0.00044932432,0.0005525831],"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":[0.00096193905,0.0013311554,0.0019380593,0.00064177974,0.0029764106,0.000079726735,0.20289199,0.000043963322,0.6420118,0.023264699,0.11547559,0.008382895],"study_design_scores_gemma":[0.006599776,0.00038249517,0.004757571,0.0037630128,0.0021187381,0.0000105913405,0.7282574,0.00062673906,0.1328392,0.014241686,0.10179156,0.0046111965],"about_ca_topic_score_codex":0.021209694,"about_ca_topic_score_gemma":0.008972825,"teacher_disagreement_score":0.58503306,"about_ca_system_score_codex":0.000059865328,"about_ca_system_score_gemma":0.00018766534,"threshold_uncertainty_score":0.9999026},"labels":[],"label_agreement":null},{"id":"W7042493925","doi":"","title":"Programmable stimuli-responsive zwitterionic hydrogels for soft robotic applications","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Materials and Mechanics","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":"Blackberry (Canada)","funders":"","keywords":"Self-healing hydrogels; Biocompatibility; Soft robotics; Soft materials; Biocompatible material; Microfluidics; Fabrication; Drug delivery; Robotics","score_opus":0.012306194220317675,"score_gpt":0.21991971061904736,"score_spread":0.20761351639872969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042493925","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":[0.9306798,0.0005557818,0.06030698,0.0001954762,0.0018625653,0.0042472393,0.00039997217,0.0016310553,0.000121120356],"genre_scores_gemma":[0.054673873,0.0014017686,0.047908712,0.000017291213,0.00027257283,0.00016490105,0.0065306467,0.00047607612,0.88855416],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991305,0.000011123647,0.00013427935,0.0002741984,0.00012585035,0.00032403116],"domain_scores_gemma":[0.9993552,0.00004672161,0.00011452601,0.00027363328,0.0001344054,0.00007554554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000711663,0.00023647877,0.00039265756,0.00017696912,0.00017457314,0.000021151385,0.00025598402,0.0002485034,0.00003551949],"category_scores_gemma":[0.000008860379,0.00030096588,0.0001463124,0.00017797694,0.000023252025,0.00012092128,0.000030324709,0.00011817399,0.00010075969],"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":[0.0011197089,0.00024655578,0.0000070983915,0.014200299,0.0013429027,0.0000744726,0.08058258,0.24814479,0.5654057,0.0034500621,0.008267406,0.0771584],"study_design_scores_gemma":[0.009526419,0.0017595607,0.00037580106,0.0032307785,0.00412012,0.000023116267,0.38269216,0.1477055,0.25574425,0.027379457,0.16037765,0.007065193],"about_ca_topic_score_codex":0.0005302422,"about_ca_topic_score_gemma":0.004027831,"teacher_disagreement_score":0.88843304,"about_ca_system_score_codex":0.000086701344,"about_ca_system_score_gemma":0.000052847154,"threshold_uncertainty_score":0.99994427},"labels":[],"label_agreement":null},{"id":"W7042564005","doi":"","title":"Relatedness in memory and metamemory: Benefits, costs, and beliefs","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Psychological Well-being and Life Satisfaction","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":"University of Waterloo","keywords":"Metamemory; Phenomenon; Memory errors; False memory; Episodic memory; Semantic memory; Recall; Human memory","score_opus":0.01323354517591262,"score_gpt":0.24358258522112555,"score_spread":0.23034904004521292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042564005","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":[0.97786945,0.005989606,4.9631035e-7,0.00067005976,0.001153238,0.00025002437,0.00003630567,0.00008164406,0.013949192],"genre_scores_gemma":[0.48096806,0.0019860507,0.00011925141,0.000041178107,0.000052225838,0.0000015906501,0.00027150018,0.000040196483,0.51651996],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998644,0.00013359137,0.00016092697,0.0006389076,0.00015890201,0.00026370134],"domain_scores_gemma":[0.99936944,0.000075830656,0.00014694981,0.00025543044,0.000043579636,0.00010879083],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002488771,0.00026282802,0.00046636412,0.0004537929,0.00010274648,0.000023791776,0.0001508202,0.0006591051,0.0004400358],"category_scores_gemma":[0.000012200654,0.00028358647,0.000079443664,0.0002515042,0.00012562014,0.00011156679,0.000050610754,0.00062229857,0.0001296542],"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":[0.001906775,0.00043528125,0.0100365,0.0015534234,0.0011574202,0.00095291476,0.7382468,0.000024899082,0.0018931613,0.015053288,0.01559084,0.21314871],"study_design_scores_gemma":[0.002735105,0.00044723984,0.5298657,0.0013545133,0.0005656475,0.00005523654,0.45934972,0.000051946325,0.00013777755,0.0017512065,0.0027850757,0.0009008428],"about_ca_topic_score_codex":0.050584782,"about_ca_topic_score_gemma":0.039810725,"teacher_disagreement_score":0.5198292,"about_ca_system_score_codex":0.000063676154,"about_ca_system_score_gemma":0.0000188845,"threshold_uncertainty_score":0.9999616},"labels":[],"label_agreement":null},{"id":"W7042661361","doi":"","title":"Predictive Dynamic Simulation of Human Movement Following Hip and Knee Replacement","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Total Knee Arthroplasty 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":"Arthroplasty; Implant; Joint replacement; Knee replacement; Quality of life (healthcare); Total hip replacement; Hip arthroplasty; Joint (building)","score_opus":0.010300491890112016,"score_gpt":0.24713313658203478,"score_spread":0.23683264469192278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042661361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985197,0.00007211303,0.000016261982,0.00017405013,0.00027112506,0.0006617297,0.00003097528,0.000074984404,0.00017901526],"genre_scores_gemma":[0.75945216,0.000021740367,0.0001686082,0.000006644166,0.000009752342,5.9104696e-7,0.0005199104,0.00002773327,0.23979288],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988417,0.000031793315,0.00019747783,0.00033643167,0.00040887835,0.00018369402],"domain_scores_gemma":[0.9991716,0.000057962254,0.00030158734,0.00027076085,0.00011395436,0.00008411451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013493083,0.00020413408,0.0005328189,0.0003678258,0.00013015067,0.000005251457,0.00007043036,0.0001877675,0.00007121882],"category_scores_gemma":[0.000026893144,0.00023599098,0.00019922513,0.0001523687,0.00006655837,0.00011460953,0.000067120105,0.00015962387,0.000012150283],"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":[0.00652212,0.0008002025,0.14373702,0.0076034446,0.005388779,0.00039859427,0.7081495,0.0062109623,0.11104374,0.00016870917,0.00084309035,0.009133857],"study_design_scores_gemma":[0.006284118,0.002658844,0.57153785,0.0018118696,0.0015625575,0.0000013273578,0.40302587,0.010437886,0.0020439387,0.00018023227,0.0000390348,0.00041647715],"about_ca_topic_score_codex":0.006057709,"about_ca_topic_score_gemma":0.012169124,"teacher_disagreement_score":0.42780083,"about_ca_system_score_codex":0.00014868412,"about_ca_system_score_gemma":0.000052423286,"threshold_uncertainty_score":0.96234334},"labels":[],"label_agreement":null},{"id":"W7042693940","doi":"","title":"The Protection of Transmission Lines Connected to DFIG-Based WTGs","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Power Systems Fault Detection","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":"Blackberry (Canada)","funders":"","keywords":"Power-system protection; Electric power system; Electric power transmission; Fault (geology); Renewable energy; Wind power; Transmission (telecommunications); Power (physics); Protective relay","score_opus":0.007209657614063435,"score_gpt":0.18588309198645034,"score_spread":0.1786734343723869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042693940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931947,0.00028547132,0.0041719098,0.00023197841,0.0010195826,0.0006583976,0.00002545917,0.0001958113,0.0002167033],"genre_scores_gemma":[0.90396315,0.00008718391,0.00075796363,0.0000032274193,0.000063896034,0.0000054707652,0.00028047143,0.00007111538,0.0947675],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990778,0.00007107603,0.00018161866,0.0002181477,0.00026634824,0.0001850293],"domain_scores_gemma":[0.9991839,0.000039218303,0.00012950727,0.00029355753,0.00028023118,0.000073580384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013083272,0.00020454473,0.00033624837,0.00024803882,0.00015377834,0.0000159602,0.00022355933,0.00030393119,0.000043006687],"category_scores_gemma":[0.000022814576,0.00020505389,0.00016374893,0.00041225718,0.000024026704,0.000085993095,0.000009775555,0.00022122616,0.000012364628],"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":[0.0007104978,0.00006561366,0.000027638676,0.0032395837,0.00033610605,0.000022883974,0.06655333,0.009296566,0.85072374,0.000015293233,0.0015171353,0.0674916],"study_design_scores_gemma":[0.0014438407,0.00042344176,0.0022190749,0.002528253,0.0002853519,0.0000055545784,0.09973729,0.036124088,0.8174586,0.00002131134,0.03897026,0.00078287884],"about_ca_topic_score_codex":0.009413513,"about_ca_topic_score_gemma":0.035077047,"teacher_disagreement_score":0.0945508,"about_ca_system_score_codex":0.00009721361,"about_ca_system_score_gemma":0.00006108307,"threshold_uncertainty_score":0.9971829},"labels":[],"label_agreement":null},{"id":"W7042858651","doi":"","title":"The Role of Transverse Faults in Late Gold Mineralization: A Structural Study of the Maskinonge Lake Fault, Michipicoten Greenstone Belt, Ontario","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Sinistral and dextral; Fault (geology); Shear zone; Echelon formation; Strike-slip tectonics; Shear (geology); Shearing (physics); Transform fault; Vein; Normal fault","score_opus":0.006865883388112063,"score_gpt":0.16971582212201652,"score_spread":0.16284993873390446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042858651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988796,0.000072781404,3.7897617e-8,0.00019307977,0.00010839292,0.0002687244,0.000112874935,0.000009245634,0.00035523533],"genre_scores_gemma":[0.90767217,0.000024255127,0.000020104628,0.000003222212,0.000007718586,1.2246558e-7,0.00055899395,0.0000025758363,0.09171085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988588,0.00010519155,0.0002237535,0.0002519764,0.0003540864,0.00020617367],"domain_scores_gemma":[0.99926156,0.00006785251,0.00028287337,0.00023732737,0.000103238075,0.00004716359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011371173,0.00017277752,0.000390688,0.0001066214,0.00013326481,0.000006431804,0.00055282906,0.00014651637,0.0007003754],"category_scores_gemma":[0.000010933269,0.000108786146,0.00019507082,0.00049538194,0.00013348203,0.00007230128,0.000029318768,0.00023473761,0.000007480356],"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":[0.00034080687,0.000056494395,0.87480634,0.000051712326,0.00016835467,0.000012354201,0.115592495,0.006096374,0.00044857,0.000008693042,0.000025017876,0.0023928096],"study_design_scores_gemma":[0.00048082432,0.00013293204,0.91314757,0.00004034976,0.00016898685,3.6107394e-7,0.08379286,0.0013835217,0.0000865658,0.00059870136,0.00004695724,0.000120364166],"about_ca_topic_score_codex":0.9285067,"about_ca_topic_score_gemma":0.9997084,"teacher_disagreement_score":0.091355614,"about_ca_system_score_codex":0.000007170749,"about_ca_system_score_gemma":0.00003978414,"threshold_uncertainty_score":0.766862},"labels":[],"label_agreement":null},{"id":"W7042865814","doi":"","title":"Quantum Query Complexity of Hypergraph Search Problems","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Quantum Computing Algorithms and Architecture","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":"Blackberry (Canada)","funders":"","keywords":"Hypergraph; Upper and lower bounds; Quantum algorithm; Query optimization; Simplex; Quantum; Graph; Simple (philosophy)","score_opus":0.018247136876575944,"score_gpt":0.21753273385512423,"score_spread":0.19928559697854828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042865814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995199,0.0005064608,0.0015684242,0.001098797,0.0007851971,0.000259757,0.00003910132,0.00019248703,0.00035074184],"genre_scores_gemma":[0.78944975,0.00029182914,0.05041253,0.000026019721,0.000142358,8.262941e-7,0.0003985904,0.00008513456,0.15919298],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981052,0.000109403874,0.00021626141,0.00063873996,0.00055955624,0.0003708138],"domain_scores_gemma":[0.99869984,0.00005512174,0.00023014206,0.0006474652,0.0002520183,0.00011539771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002894054,0.00029540135,0.00056814007,0.00060103525,0.00018426304,0.000054859436,0.0014985525,0.0002496046,0.000025844902],"category_scores_gemma":[0.000006074442,0.00030712542,0.0003443248,0.00071377086,0.00024893065,0.00017228127,0.0003659869,0.00056990987,0.00004336038],"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":[0.00018011352,0.0006409687,0.0003325216,0.009802044,0.00094112556,0.0003660464,0.8005991,0.006935486,0.020825606,0.109112106,0.004693508,0.045571405],"study_design_scores_gemma":[0.0012823989,0.0011611904,0.008963854,0.004005527,0.00029667764,0.0000469517,0.07777703,0.8522624,0.0078343,0.042953342,0.001602378,0.0018139849],"about_ca_topic_score_codex":0.027727997,"about_ca_topic_score_gemma":0.008949351,"teacher_disagreement_score":0.8453269,"about_ca_system_score_codex":0.00003588162,"about_ca_system_score_gemma":0.0001939647,"threshold_uncertainty_score":0.9999381},"labels":[],"label_agreement":null},{"id":"W7042872215","doi":"","title":"Ralph Barnes Grindrod's &lt;em&gt;Slaves of the Needle&lt;/em&gt;: An Electronic Scholarly Edition","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thomas Hardy Literature 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":"Blackberry (Canada)","funders":"","keywords":"Depiction; Reading (process); Order (exchange); Close reading; Power (physics); Empiricism","score_opus":0.009077944426308179,"score_gpt":0.1992334135101525,"score_spread":0.19015546908384431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042872215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815197,0.0012561074,0.0000018603856,0.00043553291,0.0016649989,0.00048761416,0.00026569614,0.00011013054,0.014258386],"genre_scores_gemma":[0.6737235,0.00016014927,0.00008824674,0.000026634281,0.00058297225,0.0000012171666,0.0007095275,0.000049822127,0.32465792],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977024,0.00016472116,0.000295908,0.0005342381,0.00071509316,0.00058760046],"domain_scores_gemma":[0.9977456,0.000053622698,0.00062176766,0.0006190711,0.0008630412,0.00009694578],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000369054,0.0004899005,0.00069050275,0.00054256513,0.000974314,0.0002665276,0.0008433536,0.00037867058,0.0007264078],"category_scores_gemma":[0.000036963887,0.0004379533,0.00043971528,0.00019215862,0.0003789978,0.0016982778,0.00012507806,0.0007343937,0.000038633465],"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":[0.00042024392,0.00019862197,0.00016935836,0.00046948734,0.0004995849,0.000017243055,0.8574026,0.000006461097,0.0056071687,0.13123424,0.0033329304,0.0006420178],"study_design_scores_gemma":[0.0012164192,0.0006688667,0.017666707,0.0007421493,0.0007958556,0.000005849138,0.78064513,0.0000114889635,0.0032249892,0.0021058514,0.19199757,0.00091909646],"about_ca_topic_score_codex":0.0020341764,"about_ca_topic_score_gemma":0.30845717,"teacher_disagreement_score":0.31039953,"about_ca_system_score_codex":0.00014958666,"about_ca_system_score_gemma":0.00014114748,"threshold_uncertainty_score":0.99980724},"labels":[],"label_agreement":null},{"id":"W7042873980","doi":"","title":"Privacy and Trust in Healthcare IoT Data Sharing: A Snapshot of the Users’ Perspectives","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Health care; Internet of Things; Information privacy; Snapshot (computer storage); Data sharing; Pairwise comparison; Personally identifiable information; The Internet","score_opus":0.0432186476972699,"score_gpt":0.288049289597121,"score_spread":0.2448306418998511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042873980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908138,0.00046574525,0.0000011425021,0.0071741845,0.0002471263,0.000593144,0.00019944854,0.000015152289,0.00049025886],"genre_scores_gemma":[0.9743539,0.0010372415,0.00024483283,0.0000121304965,0.000042320447,4.116647e-7,0.00049520185,0.000012625924,0.02380135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985861,0.00017812359,0.00012363137,0.00052759435,0.00035475087,0.0002297788],"domain_scores_gemma":[0.99846494,0.000038264283,0.0003016865,0.0009958842,0.00013306382,0.00006614689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005271752,0.00014231079,0.0003149205,0.000198937,0.00034764514,0.000031575226,0.002049342,0.00028912094,0.00009337768],"category_scores_gemma":[0.00022047252,0.00014459854,0.000065066364,0.0003296513,0.00026009383,0.00042023015,0.00086492347,0.00034554407,0.000003129694],"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":[0.00018789378,0.00009046028,0.03886423,0.0004989597,0.00004654238,0.0000030984709,0.9539222,0.0000010573935,0.00027654716,0.004772014,0.0005723777,0.0007646042],"study_design_scores_gemma":[0.0005034524,0.00005818909,0.11561922,0.00028767466,0.000056796867,4.3415602e-7,0.8804994,0.00009743839,0.00008945011,0.0016110634,0.000980528,0.00019636213],"about_ca_topic_score_codex":0.5059612,"about_ca_topic_score_gemma":0.53738225,"teacher_disagreement_score":0.07675499,"about_ca_system_score_codex":0.00014059557,"about_ca_system_score_gemma":0.00029057552,"threshold_uncertainty_score":0.58965576},"labels":[],"label_agreement":null},{"id":"W7042883457","doi":"","title":"Reconfigurable Impedance Matching Networks Based on RF-MEMS and CMOS-MEMS Technologies","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Microwave Engineering and Waveguides","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 of Waterloo; Georgia Institute of Technology","keywords":"Capacitor; Filter (signal processing); Noise (video); Electrical impedance; Quality (philosophy); Interrupter","score_opus":0.004810013434031821,"score_gpt":0.169417378293762,"score_spread":0.16460736485973018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042883457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502945,0.0006003667,0.0008059852,0.00011229664,0.00076420314,0.00018190285,0.000026650445,0.0007910009,0.0016881536],"genre_scores_gemma":[0.9512262,0.0007138695,0.001235665,0.0000053237595,0.00004634354,0.0000010602856,0.00022796042,0.00007828066,0.046465307],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990836,0.000005531075,0.00012815061,0.0003175761,0.0001348172,0.0003303522],"domain_scores_gemma":[0.9993709,0.000056661193,0.000087842775,0.00037263913,0.000051968877,0.000060030336],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012310939,0.00033074935,0.00040595504,0.00029656023,0.00013334221,0.000036488913,0.00030180058,0.00064089254,0.000044352106],"category_scores_gemma":[0.000012890297,0.0003911251,0.000099449324,0.00014937475,0.00005999966,0.00011579041,0.00001811055,0.0007867879,0.000013884859],"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":[0.00020644104,0.00007159599,0.0001711697,0.0029696426,0.00035712612,0.000116172014,0.025598636,0.46235353,0.4427879,0.00021807254,0.007872605,0.057277128],"study_design_scores_gemma":[0.003174645,0.0005417614,0.0032555535,0.0051062945,0.00052789645,0.000028577051,0.15378068,0.57659054,0.24021113,0.00088741333,0.011451871,0.0044436376],"about_ca_topic_score_codex":0.0022053896,"about_ca_topic_score_gemma":0.004930398,"teacher_disagreement_score":0.20257677,"about_ca_system_score_codex":0.00005053086,"about_ca_system_score_gemma":0.000018346818,"threshold_uncertainty_score":0.9998541},"labels":[],"label_agreement":null},{"id":"W7042896532","doi":"","title":"Relationships Between Motor Unit Anatomical Characteristics\\nand Motor Unit Potential Statistics in Healthy Muscles","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Muscle activation and electromyography 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":"Blackberry (Canada)","funders":"","keywords":"Noise (video); Feature (linguistics); Pattern recognition (psychology); Identification (biology); Frame (networking)","score_opus":0.014245674628746227,"score_gpt":0.20729585650598176,"score_spread":0.19305018187723552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042896532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979889,0.00009548806,0.00031851867,0.00013129515,0.00023606158,0.0003249932,0.00061410945,0.00012667199,0.00016398611],"genre_scores_gemma":[0.9785701,0.0003126893,0.0015170269,0.000004621045,0.0000951941,0.000001854872,0.0035287424,0.000055488188,0.015914269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987157,0.00009440186,0.0002921543,0.0002739345,0.0002607264,0.00036307442],"domain_scores_gemma":[0.9992299,0.00010008871,0.00018781133,0.00021469589,0.00015198709,0.00011548117],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001254205,0.00029869087,0.00053382583,0.00076859415,0.00023423623,0.000025734427,0.00023490564,0.00040304827,0.000056888388],"category_scores_gemma":[0.000022926792,0.0003932973,0.00011287851,0.0003835751,0.00007061793,0.00016420754,0.000024812594,0.00067112694,0.000006970461],"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":[0.0039544404,0.0010047586,0.7344911,0.010203845,0.00304509,0.00043383267,0.12271284,0.0012739293,0.021650126,0.0033074147,0.022664703,0.075257905],"study_design_scores_gemma":[0.00071902317,0.000107903776,0.9875731,0.00013153335,0.0001291216,4.6801222e-7,0.009446261,0.0008623016,0.00007619549,0.00014479694,0.00043925195,0.00037002793],"about_ca_topic_score_codex":0.008068095,"about_ca_topic_score_gemma":0.021575103,"teacher_disagreement_score":0.253082,"about_ca_system_score_codex":0.00010561997,"about_ca_system_score_gemma":0.00005679935,"threshold_uncertainty_score":0.9998519},"labels":[],"label_agreement":null},{"id":"W7042926131","doi":"","title":"Requirements Engineering and Management Effects on Downstream Developer Performance in a Small Business Findings from a Case Study in a CMMI/CMM Context","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Software Engineering Techniques and 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":"Capability Maturity Model Integration; Schedule; Context (archaeology); Capability Maturity Model; Process (computing); Maturity (psychological); Requirements engineering; Product (mathematics); New product development","score_opus":0.013142188769462522,"score_gpt":0.20725127411827823,"score_spread":0.1941090853488157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042926131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985933,0.00008509709,0.0004481398,0.00005926997,0.00018854371,0.00052101474,0.0000022233708,0.00008364091,0.000018809156],"genre_scores_gemma":[0.97764975,0.00021799472,0.019525064,0.000009466703,0.0000058059954,0.0000067679293,0.000030412659,0.000015650352,0.0025390862],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989766,0.000043219417,0.00013453276,0.0004757648,0.00016121354,0.00020868488],"domain_scores_gemma":[0.9993791,0.000112598216,0.000090067304,0.00031345684,0.00005935914,0.000045401233],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019010346,0.00023538464,0.00033343094,0.00051956106,0.00004965402,0.00006338227,0.0003780541,0.00012480584,0.0000042472234],"category_scores_gemma":[0.00002123603,0.00027931345,0.000028649998,0.00053600245,0.000007797606,0.00039753554,0.00020415113,0.0002366719,0.0000023271418],"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":[0.00051025505,0.0012692305,0.14589348,0.0058459598,0.0006575652,0.055818442,0.6059689,0.0019072217,0.0007019048,0.00031542324,0.00009998925,0.18101165],"study_design_scores_gemma":[0.004764222,0.0006427482,0.87560457,0.0072752554,0.00017235952,0.000100751065,0.09553326,0.011957714,0.0022341018,0.00001901703,0.0003229577,0.0013730176],"about_ca_topic_score_codex":0.04252747,"about_ca_topic_score_gemma":0.06500158,"teacher_disagreement_score":0.7297111,"about_ca_system_score_codex":0.000115059425,"about_ca_system_score_gemma":0.000031024745,"threshold_uncertainty_score":0.9999659},"labels":[],"label_agreement":null},{"id":"W7042926721","doi":"","title":"The Relationship Between Embodiment Perception and Motor Learning in Virtual Reality-based Interventions","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Virtual Reality Applications and Impacts","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":"University of Waterloo","keywords":"Haptic technology; Perception; Virtual reality; Task (project management); Modalities; Context (archaeology); Psychological intervention; Modality (human–computer interaction); Virtual machine; Motor learning","score_opus":0.03917064655900631,"score_gpt":0.28021930442423004,"score_spread":0.24104865786522373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042926721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98866385,0.00012341439,0.005784427,0.004638287,0.00011351754,0.00034093505,0.000022012988,0.00008977414,0.00022375338],"genre_scores_gemma":[0.908332,0.000057295856,0.0006599902,0.0000067937253,0.00001865291,0.0000026956513,0.0002753294,0.000011036724,0.090636194],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988282,0.00017452845,0.00020218406,0.00035742714,0.00024698663,0.00019068163],"domain_scores_gemma":[0.99898165,0.00033361372,0.00018582927,0.00033932138,0.00007549466,0.00008408428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055300153,0.00015335674,0.00020995934,0.00034276128,0.0004315465,0.00014426644,0.00046885005,0.00018212276,0.0000077972045],"category_scores_gemma":[0.00007949105,0.0001491301,0.000157184,0.00036855214,0.00008316355,0.0002922416,0.000112459275,0.00045911787,0.00004020457],"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":[0.00029534686,0.00046634403,0.02740414,0.0026761026,0.0003606882,0.000035822617,0.5066902,0.0035304239,0.0018108904,0.22422276,0.0036902113,0.22881709],"study_design_scores_gemma":[0.00055327493,0.0004798801,0.87438905,0.0012382505,0.00014405034,0.000001147506,0.09336018,0.02285596,0.00003162937,0.005244869,0.0013098918,0.00039178957],"about_ca_topic_score_codex":0.01158351,"about_ca_topic_score_gemma":0.025925528,"teacher_disagreement_score":0.8469849,"about_ca_system_score_codex":0.00015158014,"about_ca_system_score_gemma":0.00011134156,"threshold_uncertainty_score":0.99499846},"labels":[],"label_agreement":null},{"id":"W7043027607","doi":"","title":"Seasonal and Multi-year Variability of Ice Dynamics of South Croker Bay Glacier, Devon Ice Cap, Canadian Arctic from 2015 to 2021","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Glacier; Bay; Sea ice; Cryosphere; Arctic; Arctic ice pack; Snow; Climate change; Arctic sea ice decline; Global warming","score_opus":0.011232624821585265,"score_gpt":0.19114988740571864,"score_spread":0.17991726258413338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043027607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99501413,0.00012501293,0.000019685398,0.00044047914,0.00035166272,0.00020594119,0.0037745296,0.0000075997746,0.00006093984],"genre_scores_gemma":[0.93427306,0.0001818136,0.006470305,0.00002080803,0.000042886633,2.0339198e-7,0.004962789,0.000011294194,0.05403686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899143,0.000058666395,0.00014702833,0.00032911342,0.00023875508,0.000234997],"domain_scores_gemma":[0.998901,0.00017628522,0.0001793876,0.00022032969,0.0003059553,0.00021705871],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019142711,0.00016350747,0.0003755625,0.00008124985,0.00017569965,0.0000113855485,0.00022674637,0.00017025851,0.0014892222],"category_scores_gemma":[0.0001060385,0.0001825198,0.00008677603,0.00034901066,0.00010035109,0.00009427832,0.000027453883,0.0001397027,0.00003233749],"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":[0.00013748923,0.000022529508,0.9242659,0.00023383417,0.0001760174,0.000009002308,0.07198645,0.0008907358,0.00002272136,0.000021868964,0.00043504295,0.0017983571],"study_design_scores_gemma":[0.00024936852,0.0000497557,0.84354526,0.00007772738,0.00012409723,1.1006189e-7,0.1500029,0.0055922815,0.0000037844102,0.000040532537,0.00016208967,0.00015211757],"about_ca_topic_score_codex":0.9709293,"about_ca_topic_score_gemma":0.9976823,"teacher_disagreement_score":0.080720715,"about_ca_system_score_codex":0.0000441712,"about_ca_system_score_gemma":0.00027398687,"threshold_uncertainty_score":0.99942356},"labels":[],"label_agreement":null},{"id":"W7043054342","doi":"","title":"The relationship between online gaming and wellbeing among post-secondary students","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Popularity; Feeling; Variety (cybernetics); Association (psychology); Entertainment; Well-being; Social relationship","score_opus":0.01602139776884709,"score_gpt":0.27851989676725114,"score_spread":0.26249849899840405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043054342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962335,0.00022055474,3.680753e-7,0.0022001392,0.00035770936,0.0003308491,0.00006319708,0.00008904037,0.00050464534],"genre_scores_gemma":[0.6968981,0.00014506697,0.00008153818,0.000012239112,0.000041826777,2.6780396e-7,0.0002898246,0.00001598039,0.30251518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984045,0.0002456914,0.00013696688,0.0002756824,0.0006038009,0.0003333701],"domain_scores_gemma":[0.99888307,0.00031940133,0.00035948766,0.00023776713,0.00010068474,0.000099562814],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006252974,0.00016227008,0.00025818837,0.00023531774,0.003196669,0.00007071243,0.0009391645,0.00034291085,0.00012229451],"category_scores_gemma":[0.00025560823,0.00017966506,0.000096123746,0.00024460547,0.00049008045,0.00029034485,0.00022982102,0.0007972627,0.000007003383],"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":[0.00004115702,0.000034120934,0.85817385,0.000053353633,0.00007134008,0.000009934258,0.13732132,3.7842943e-7,0.00001908556,0.00027092395,0.0004382923,0.003566225],"study_design_scores_gemma":[0.00021332264,0.000030516505,0.604955,0.000066997825,0.00006911446,1.6188547e-7,0.39352903,6.528264e-7,0.0000040468253,0.00018925927,0.0008332799,0.00010862196],"about_ca_topic_score_codex":0.11063899,"about_ca_topic_score_gemma":0.3001332,"teacher_disagreement_score":0.30201054,"about_ca_system_score_codex":0.00018619657,"about_ca_system_score_gemma":0.00016820093,"threshold_uncertainty_score":0.99810106},"labels":[],"label_agreement":null},{"id":"W7043074838","doi":"","title":"A Robust Optimization Approach for Advance Scheduling in Health Care Systems with Demand Uncertainty: Policy Insights","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Pace; Robust optimization; Scheduling (production processes); Health care; Sensitivity (control systems); Budget constraint; Robustness (evolution)","score_opus":0.03064027497597233,"score_gpt":0.3053673447257831,"score_spread":0.27472706974981076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043074838","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":[0.53259647,0.008048795,0.44173273,0.0041152034,0.001048155,0.010697479,0.00035153906,0.00022854016,0.001181071],"genre_scores_gemma":[0.07600267,0.0027229039,0.76734245,0.00019724536,0.00039080068,0.000113159775,0.028096506,0.0001802245,0.12495405],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9973957,0.0005908796,0.00052767026,0.00063951634,0.00030342446,0.0005428332],"domain_scores_gemma":[0.99716777,0.00011939626,0.0007735524,0.00037549954,0.0013774363,0.00018632351],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039581512,0.0003165534,0.0008193729,0.0006520072,0.0012449884,0.00002807158,0.0002165722,0.00060739217,0.000019655521],"category_scores_gemma":[0.0000942321,0.00033099312,0.000087591434,0.00079808594,0.000040691753,0.00029282318,0.000034203327,0.0006130948,0.0000015071555],"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":[0.00027755892,0.000051819505,0.00028345926,0.006081238,0.000036317906,0.0000035829494,0.17632693,0.8158235,0.000006594201,0.0008720708,0.000034289267,0.00020264351],"study_design_scores_gemma":[0.001391335,0.00014585942,0.000084762694,0.0022736376,0.000031767016,6.919044e-7,0.54583603,0.4498086,0.0000022963034,0.0000026736384,0.000181929,0.00024044926],"about_ca_topic_score_codex":0.074422896,"about_ca_topic_score_gemma":0.1653891,"teacher_disagreement_score":0.4565938,"about_ca_system_score_codex":0.0009758948,"about_ca_system_score_gemma":0.00386611,"threshold_uncertainty_score":0.9999142},"labels":[],"label_agreement":null},{"id":"W7043076606","doi":"","title":"Smart City Governance: A comparison of models and COVID-19 related implications within the GTA","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Smart Cities and 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":"Smart city; Corporate governance; Citizen journalism; Thematic analysis; Process (computing); Key (lock); Urban planning; Social media","score_opus":0.02115421817172277,"score_gpt":0.22845323228020467,"score_spread":0.2072990141084819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043076606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962728,0.0008342079,0.00006411009,0.0010200478,0.00015322394,0.00023743174,0.00018680835,0.00020288248,0.0010285097],"genre_scores_gemma":[0.97182876,0.00056480995,0.00027971296,0.000007067909,0.0000034755865,0.0000021850426,0.00024262113,0.000019066214,0.027052287],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99936783,0.000021468351,0.0001463293,0.00017773113,0.00015987572,0.00012674123],"domain_scores_gemma":[0.99929994,0.000060830956,0.00021179026,0.0003436974,0.00004118593,0.000042527685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009775152,0.00014799352,0.00031257162,0.00009289094,0.00024827343,0.000008990422,0.00038185905,0.00019734843,0.00012225674],"category_scores_gemma":[0.000019571258,0.00015066518,0.00007954217,0.00022251857,0.00014250448,0.00010485868,0.0001001731,0.00035196388,0.0000010926489],"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":[0.00025591988,0.00015989051,0.015419165,0.002264425,0.0011258846,0.000014781915,0.6812816,0.17018017,0.0025535233,0.08951789,0.0335776,0.0036491],"study_design_scores_gemma":[0.001075282,0.0001743834,0.02405878,0.00013636191,0.00043430296,0.0000084507465,0.8912506,0.06313522,0.0013666989,0.013697137,0.003987696,0.00067509216],"about_ca_topic_score_codex":0.022526888,"about_ca_topic_score_gemma":0.03194441,"teacher_disagreement_score":0.20996895,"about_ca_system_score_codex":0.000114180424,"about_ca_system_score_gemma":0.00005340269,"threshold_uncertainty_score":0.9857201},"labels":[],"label_agreement":null},{"id":"W7043137312","doi":"","title":"Security for Rural Public Computing","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"ICT in Developing Communities","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":"University of Waterloo","keywords":"Interactive kiosk; The Internet; Mobile device; Public-key cryptography; Trusted Computing; Cryptography; Ubiquitous computing; Internet access","score_opus":0.019296781632685014,"score_gpt":0.21595636182189393,"score_spread":0.19665958018920893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043137312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99065155,0.00016337252,0.0047124997,0.0015926044,0.0010700083,0.00037034528,0.00001961834,0.0002825335,0.0011374464],"genre_scores_gemma":[0.6104279,0.00032426993,0.08551143,0.00009069155,0.00010955203,0.0000012992615,0.0011370443,0.000061528925,0.30233628],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99875975,0.000090826004,0.00015526637,0.00027487008,0.00031783665,0.00040147034],"domain_scores_gemma":[0.9982688,0.00014637446,0.0003322909,0.0006760309,0.000494457,0.00008204273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019984726,0.00025178946,0.0004158826,0.000404399,0.0006872903,0.00008381881,0.0023179066,0.0002666014,0.000014591067],"category_scores_gemma":[0.000031692794,0.00032292167,0.0002136495,0.0003086126,0.00010665802,0.0005836094,0.0003905698,0.00031311924,0.00002184804],"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":[0.00006360697,0.0001397867,0.0003041424,0.0008942335,0.000238857,0.000036544905,0.93808836,0.000034964298,0.00021987203,0.025576808,0.026656931,0.0077458797],"study_design_scores_gemma":[0.004033959,0.0007242759,0.01727572,0.0017862931,0.00017789935,0.00008649095,0.8807637,0.04727583,0.0034469974,0.013258985,0.027620614,0.003549228],"about_ca_topic_score_codex":0.007564091,"about_ca_topic_score_gemma":0.00831608,"teacher_disagreement_score":0.38022366,"about_ca_system_score_codex":0.00011220975,"about_ca_system_score_gemma":0.0002743288,"threshold_uncertainty_score":0.9999223},"labels":[],"label_agreement":null},{"id":"W7043274186","doi":"","title":"Self-employment, health, illness, and social security among solo self-employed workers","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Digital Economy and Work Transformation","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":"Context (archaeology); Government (linguistics); Social security; Work (physics); Pretext; Population","score_opus":0.007581541838494394,"score_gpt":0.22338848071897247,"score_spread":0.21580693888047808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043274186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823387,0.00012359487,0.0000017019377,0.0025083902,0.00043089996,0.0006316579,0.00007622544,0.00026147914,0.013627303],"genre_scores_gemma":[0.8753909,0.0011579127,0.0002825568,0.00007995902,0.0001147711,0.000005035946,0.0013433743,0.0000411835,0.12158435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998395,0.0002262653,0.00019694277,0.00035793087,0.00039211113,0.00043173402],"domain_scores_gemma":[0.9991902,0.00004265964,0.00040974558,0.000121963225,0.00008343423,0.00015200514],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00050343235,0.0002244036,0.00043617122,0.00021181727,0.0026617656,0.00009250717,0.00035290347,0.00029727627,0.00041262343],"category_scores_gemma":[0.0000043484365,0.00030754218,0.00017575943,0.00027575443,0.00020992525,0.00096661167,0.000054837667,0.0003399982,0.0000145167905],"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":[0.00009279316,0.00013993267,0.0031619521,0.00036685856,0.00017011202,0.0000058436326,0.98419994,0.0000019598936,5.080179e-7,0.0031270843,0.003641688,0.0050913477],"study_design_scores_gemma":[0.0006083203,0.00009703387,0.0058147297,0.00005858692,0.00011181004,2.7135482e-7,0.90182936,0.000018311033,0.000005857362,0.00076513406,0.090267956,0.000422625],"about_ca_topic_score_codex":0.11088851,"about_ca_topic_score_gemma":0.41287884,"teacher_disagreement_score":0.30199033,"about_ca_system_score_codex":0.00037121607,"about_ca_system_score_gemma":0.0004395829,"threshold_uncertainty_score":0.99993765},"labels":[],"label_agreement":null},{"id":"W7043406742","doi":"","title":"A Stochastic Approach to Measurement-Driven Damage Detection And Prognosis in Structural Health Monitoring","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Psychotherapy Techniques and Applications","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","keywords":"Reliability (semiconductor); Structural health monitoring; Residual; Population; Degradation (telecommunications); Process (computing); Measure (data warehouse); Condition monitoring; Component (thermodynamics); Prognostics","score_opus":0.03879038269070154,"score_gpt":0.2997411167722958,"score_spread":0.26095073408159425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043406742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968831,0.00012292754,0.00046172843,0.00025879938,0.0002121388,0.0010418943,0.000019434414,0.00006126945,0.0009387124],"genre_scores_gemma":[0.97387433,0.000034299206,0.002131981,0.000005085877,0.00004090879,0.000020659492,0.000035951212,0.000026780846,0.023830028],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99895895,0.000056604615,0.000120197335,0.000430893,0.00019330489,0.00024004432],"domain_scores_gemma":[0.99920505,0.0000061109013,0.0002681592,0.000333673,0.000085606014,0.00010141164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016572147,0.00018077932,0.00030725697,0.00031367072,0.00025839361,0.000025248497,0.00029952906,0.00019592633,0.000024946401],"category_scores_gemma":[0.0000037796174,0.00021760442,0.000057759647,0.000120784396,0.000039949253,0.00008953331,0.000018600382,0.00023649317,0.000004856168],"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":[0.0012128683,0.00051614636,0.0075217104,0.00077895075,0.00041659575,0.000010601472,0.80836976,0.0001128545,0.025744006,0.0007317429,0.0006932782,0.15389146],"study_design_scores_gemma":[0.00166599,0.00058453216,0.85684896,0.0007551593,0.00009826393,0.000007028434,0.1375929,0.00063524017,0.00050192274,0.00030393476,0.00032059275,0.0006854573],"about_ca_topic_score_codex":0.03848695,"about_ca_topic_score_gemma":0.026149761,"teacher_disagreement_score":0.84932727,"about_ca_system_score_codex":0.00013749277,"about_ca_system_score_gemma":0.00003412062,"threshold_uncertainty_score":0.9916205},"labels":[],"label_agreement":null},{"id":"W7043540244","doi":"","title":"Succinct Data Structures for Chordal Graphs","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Complexity and Algorithms in Graphs","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":"University of Waterloo","keywords":"Chordal graph; Interval graph; Neighbourhood (mathematics); Shortest path problem; Vertex (graph theory); Distance; Longest path problem; Graph; Induced path","score_opus":0.025651131041929152,"score_gpt":0.2386570289104132,"score_spread":0.21300589786848406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043540244","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":[0.96034926,0.00064343325,0.027464202,0.0015391574,0.0054273787,0.0017327887,0.001350646,0.00038679942,0.0011063141],"genre_scores_gemma":[0.08140492,0.0004183285,0.37524194,0.000115162264,0.00025096937,0.0000021404937,0.012205599,0.00010456798,0.5302564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998291,0.00004571048,0.00014122657,0.0008274085,0.0003548869,0.0003397545],"domain_scores_gemma":[0.9975696,0.00009719632,0.0002874759,0.001761007,0.00019545473,0.000089253794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001978162,0.00028059032,0.00046189336,0.00038459073,0.00028104463,0.00008185491,0.004307103,0.00026144728,0.00006862078],"category_scores_gemma":[0.000016645608,0.0003202176,0.00023106592,0.00032342534,0.000075653814,0.00071075815,0.0005776713,0.0002552469,0.000019815054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000996405,0.0005131256,0.0014609116,0.004230816,0.0017477439,0.00012511059,0.22299832,0.00020467314,0.003268826,0.43942404,0.074965075,0.25006497],"study_design_scores_gemma":[0.014642814,0.0030805368,0.08291123,0.0017714464,0.0018278615,0.00006760724,0.24464898,0.19646649,0.008190434,0.34553283,0.0921298,0.008729969],"about_ca_topic_score_codex":0.009335289,"about_ca_topic_score_gemma":0.017920906,"teacher_disagreement_score":0.87894434,"about_ca_system_score_codex":0.00002769224,"about_ca_system_score_gemma":0.00014618401,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W7043590345","doi":"","title":"The therapeutic application of Pituitary Adenylate Cyclase-Activating Polypeptide and double stranded (ds)RNA as immunostimulants and antiviral agents in crustaceans","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Invertebrate Immune Response 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":"Shrimp; White spot syndrome; Interferon; Virus; Immune system; Cyclase; Immunostimulant; Innate immune system","score_opus":0.011106051092538342,"score_gpt":0.23153596603480955,"score_spread":0.2204299149422712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043590345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968248,0.0020455194,0.000008257221,0.00014094268,0.00017494531,0.00055820105,0.0000376069,0.000020579057,0.00018916905],"genre_scores_gemma":[0.9583843,0.0009195986,0.000036312853,0.000009437135,0.00000255047,0.0000023492437,0.0004235866,0.000023563465,0.040198345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988264,0.00026464395,0.00021682266,0.00032346265,0.00008286541,0.00028584225],"domain_scores_gemma":[0.9991558,0.00013673054,0.0003711208,0.00027119933,0.000049816128,0.000015311307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028800825,0.00023394234,0.00041830164,0.00024087794,0.00045777982,0.0000128767815,0.00029911456,0.00029010128,0.00009937342],"category_scores_gemma":[0.000009036246,0.00023160136,0.000075619806,0.00015714702,0.00019834714,0.00014928865,0.00012194258,0.000454251,0.000009873136],"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":[0.0042632143,0.00007979043,0.0006249482,0.00012625252,0.00034722852,0.000014372796,0.03552547,0.000011125468,0.9443424,0.00042064712,0.00002625403,0.014218334],"study_design_scores_gemma":[0.009792374,0.0008929372,0.06017725,0.0003719258,0.00036395463,0.000033367505,0.38037124,0.0004950116,0.5450851,0.00085970294,0.00076883205,0.00078833743],"about_ca_topic_score_codex":0.02984487,"about_ca_topic_score_gemma":0.008671517,"teacher_disagreement_score":0.3992573,"about_ca_system_score_codex":0.000060216815,"about_ca_system_score_gemma":0.000088403714,"threshold_uncertainty_score":0.9766155},"labels":[],"label_agreement":null},{"id":"W7043620168","doi":"","title":"Unpacking the Intention-Behaviour Gap in Canadian Consumers’ Food Purchasing Decisions","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Consumer Packaging Perceptions and Trends","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":"University of Waterloo","funders":"Mitacs","keywords":"Purchasing; Food packaging; Competition (biology); Consumer behaviour; Unpacking; Point of sale; Consumer research","score_opus":0.032314155010838834,"score_gpt":0.22869022223804045,"score_spread":0.1963760672272016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043620168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945245,0.00007139464,0.000002645649,0.001904573,0.0008689637,0.00023410632,0.000033678065,0.00008146822,0.002278678],"genre_scores_gemma":[0.9148403,0.000056100675,0.00004651129,0.000036985657,0.00004782188,0.0000013914478,0.00079399825,0.00004211295,0.08413482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870354,0.000020210984,0.00018379591,0.0003641288,0.0002601838,0.00046815188],"domain_scores_gemma":[0.9990819,0.00006985695,0.0002342375,0.00035020045,0.00022126331,0.00004251095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030109857,0.00024320187,0.00030229622,0.0017026125,0.0006224416,0.00017085795,0.000483994,0.00019346098,0.00049676886],"category_scores_gemma":[0.00007509143,0.00024825672,0.00020145832,0.0010261782,0.000099533456,0.00041170872,0.00010520582,0.0003799577,0.00040949517],"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":[0.00016791662,0.00024128411,0.76985896,0.0005874726,0.00057761034,0.00040905713,0.11135871,0.00013700045,0.00037807046,0.0064336085,0.014523423,0.095326886],"study_design_scores_gemma":[0.000664774,0.000011952788,0.6464573,0.00090109324,0.0003727079,0.0000021994153,0.34404007,0.00066227687,0.000003286811,0.0005560322,0.0058539785,0.00047435463],"about_ca_topic_score_codex":0.9579183,"about_ca_topic_score_gemma":0.9981382,"teacher_disagreement_score":0.23268135,"about_ca_system_score_codex":0.0001600104,"about_ca_system_score_gemma":0.00016392898,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W7043795153","doi":"","title":"Too Many Logoi: The Role of Logoi Within Proclus' System","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Metaphysics; Causality (physics); Scholarship; Free will; Causation","score_opus":0.015553886661384393,"score_gpt":0.18414273860141891,"score_spread":0.16858885194003453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043795153","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":[0.9259645,0.00021505487,5.355184e-7,0.0010487813,0.0010670212,0.0004575009,0.00018749713,0.00015987724,0.07089927],"genre_scores_gemma":[0.4948337,0.00001270947,0.000012949262,0.000007850233,0.00017504428,7.482312e-7,0.00017373393,0.000022640366,0.5047606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99895585,0.00006590452,0.00018839785,0.0002698661,0.00031942694,0.00020052925],"domain_scores_gemma":[0.99894387,0.00006738098,0.00040033902,0.000330341,0.00020563234,0.000052433414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014797077,0.00022021384,0.00043794146,0.00016078941,0.00041314051,0.00003554463,0.00050241203,0.00018103546,0.00020649009],"category_scores_gemma":[0.000009776841,0.00017889823,0.00025177965,0.000083515035,0.0003037232,0.0001387588,0.000081853475,0.00028874166,0.00019748895],"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":[0.00019932896,0.000061875005,0.000015565747,0.00090001145,0.00021541068,0.000022962355,0.4801614,0.000009311607,0.00023352318,0.5153636,0.0022962694,0.000520738],"study_design_scores_gemma":[0.00037189107,0.00015464576,0.00024057912,0.00056661916,0.00035213208,0.0000013868471,0.9683221,0.00019892186,0.00092649617,0.012948934,0.015613072,0.0003031976],"about_ca_topic_score_codex":0.01888884,"about_ca_topic_score_gemma":0.08276646,"teacher_disagreement_score":0.50241464,"about_ca_system_score_codex":0.00004998216,"about_ca_system_score_gemma":0.000059926566,"threshold_uncertainty_score":0.98764443},"labels":[],"label_agreement":null},{"id":"W7043807940","doi":"","title":"Triangle count estimation and label prediction over uncertain streaming graphs","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Graph Neural Networks","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":"Blackberry (Canada)","funders":"","keywords":"Probabilistic logic; Graph; Uncertain data; Scope (computer science); Enhanced Data Rates for GSM Evolution; Graph theory; Dynamic network analysis","score_opus":0.010007076613353545,"score_gpt":0.21949615933815558,"score_spread":0.20948908272480204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043807940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925583,0.0006918485,0.004734049,0.00032680682,0.00088030443,0.00034412267,0.00004726335,0.00026148168,0.00015585058],"genre_scores_gemma":[0.5241632,0.0022254966,0.10097889,0.00008966414,0.00016914406,0.0000061175974,0.0021745635,0.0001389314,0.370054],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99871206,0.00004634328,0.0001432417,0.0005451196,0.0003246279,0.00022861433],"domain_scores_gemma":[0.9992101,0.00006198184,0.00021788747,0.0003263215,0.00009959026,0.00008408276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012471348,0.00023758372,0.0003088856,0.0004061579,0.00018908635,0.00007860092,0.00038744157,0.00024694382,0.00001121813],"category_scores_gemma":[0.000010019325,0.00026873595,0.00009825755,0.00051426823,0.0000625853,0.00079296407,0.00010556213,0.00028960092,0.000009535484],"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":[0.0008061253,0.0004270779,0.0014615131,0.003733593,0.0010053543,0.00068708905,0.37020686,0.012651298,0.011497895,0.070923224,0.015980868,0.5106191],"study_design_scores_gemma":[0.0020491767,0.0005189373,0.010127423,0.0014454436,0.00039108103,0.000019080895,0.025434894,0.92857105,0.00064636185,0.02926013,0.0006446414,0.00089176145],"about_ca_topic_score_codex":0.0036482017,"about_ca_topic_score_gemma":0.0071671237,"teacher_disagreement_score":0.9159198,"about_ca_system_score_codex":0.00007954745,"about_ca_system_score_gemma":0.00005091282,"threshold_uncertainty_score":0.99997646},"labels":[],"label_agreement":null},{"id":"W7043813337","doi":"","title":"“By Their Own Efforts”: First Nations Health Policy in Canada, 1940s-1970s","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Health care; Mandate; Treaty; Colonialism; Racism; Health policy; Indigenous; Bureaucracy; Power (physics)","score_opus":0.008081997047439863,"score_gpt":0.20960792633669753,"score_spread":0.20152592928925767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043813337","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":[0.9448498,0.0004880091,3.818758e-7,0.037101515,0.0011860516,0.0005605458,0.001312256,0.00007832751,0.014423129],"genre_scores_gemma":[0.06645261,0.002386868,0.000012427659,0.000073206604,0.00007188479,9.009e-7,0.0008408784,0.00002031335,0.9301409],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877006,0.00008113381,0.00012796852,0.00025123538,0.00036908058,0.00040050354],"domain_scores_gemma":[0.9992261,0.000076283686,0.00021928528,0.00016795896,0.000074537,0.00023583567],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00020270913,0.00012427023,0.00030192753,0.0013718649,0.0018870165,0.00005150797,0.00040609174,0.00016852104,0.0003689911],"category_scores_gemma":[0.000058192265,0.00019212264,0.000096398624,0.0009379526,0.00017879094,0.00015815083,0.000024031893,0.00021498644,0.000038542523],"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":[0.000018111718,0.000031313186,0.00060542935,0.0003038946,0.000044056353,0.000032299013,0.7255159,0.000025391626,0.000004113927,0.0035216943,0.2666644,0.0032333925],"study_design_scores_gemma":[0.0001811939,0.000014226216,0.010275366,0.00015422821,0.000011886378,1.339262e-7,0.4343533,0.0000045489237,0.0000014594327,0.00008538055,0.5547296,0.00018868345],"about_ca_topic_score_codex":0.99999785,"about_ca_topic_score_gemma":1,"teacher_disagreement_score":0.9157178,"about_ca_system_score_codex":0.0069533964,"about_ca_system_score_gemma":0.0150735965,"threshold_uncertainty_score":0.9994124},"labels":[],"label_agreement":null},{"id":"W7043920061","doi":"","title":"Support for the Task Force on Climate-Related Financial Disclosures (TCFD) and Impact on Non-Renewable Energy Sector Investments in United States Public Pension Funds","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Corporate Social Responsibility Reporting","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":"University of Waterloo","keywords":"Pension; Task force; Global assets under management; Investment (military); Task (project management); Institutional investor; Public sector; Pension fund","score_opus":0.018772987282684225,"score_gpt":0.23064069260000253,"score_spread":0.2118677053173183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043920061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790204,0.000012094837,0.000002559017,0.0005808309,0.00040763352,0.000634764,0.00007696577,0.00007372932,0.0003094053],"genre_scores_gemma":[0.88955766,0.00008724868,0.000012381496,0.0001494417,0.00009033996,0.0000054743127,0.0060725966,0.00006855741,0.10395629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980842,0.00004733367,0.0003775373,0.0005469074,0.0004315913,0.00051245315],"domain_scores_gemma":[0.9979726,0.00029217615,0.0010151529,0.00034204556,0.0003389291,0.00003907679],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008910251,0.0003779964,0.00054318924,0.0010705994,0.0005337571,0.0001822491,0.00030989762,0.00031895813,0.00007891453],"category_scores_gemma":[0.00036668312,0.00031875665,0.0002457689,0.0011271039,0.00009504558,0.00050429214,0.00016185273,0.00024271854,0.00001868924],"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":[0.04919378,0.0034292834,0.5162806,0.012263924,0.0031921559,0.001397137,0.17090432,0.052271083,0.02081657,0.014693664,0.110141285,0.045416176],"study_design_scores_gemma":[0.004572838,0.0006943084,0.82937473,0.0011196857,0.00057499536,0.0000015049073,0.118980154,0.029548192,0.00038523116,0.009080235,0.004271094,0.00139704],"about_ca_topic_score_codex":0.1940312,"about_ca_topic_score_gemma":0.2915664,"teacher_disagreement_score":0.3130941,"about_ca_system_score_codex":0.00017346628,"about_ca_system_score_gemma":0.0001784693,"threshold_uncertainty_score":0.99992645},"labels":[],"label_agreement":null},{"id":"W7043981006","doi":"","title":"“We are doing it all wrong”: A Narrative Inquiry Journey Co-Directed by Persons Living with Young Onset Dementia to Illuminate Inequities and Advocate for Change","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Counseling, Therapy, and Family Dynamics","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":"Dementia; Narrative; Narrative inquiry; Population; Health care; Population ageing","score_opus":0.03160050320786695,"score_gpt":0.28270296328882566,"score_spread":0.2511024600809587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043981006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99522984,0.0013311376,0.00010507218,0.0008630524,0.0006361382,0.0009790737,0.00060091855,0.00010610182,0.00014864303],"genre_scores_gemma":[0.74183226,0.0016872163,0.001422318,0.00030886725,0.00011463175,0.00005591525,0.0026149475,0.0001453594,0.25181848],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99821174,0.00018054227,0.0001870326,0.0006284919,0.00028523774,0.0005069347],"domain_scores_gemma":[0.99868137,0.00015190696,0.00052377215,0.0002787772,0.00021093871,0.00015324986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031145883,0.00040947917,0.0006126064,0.0004895749,0.00065287756,0.0000518714,0.0003432713,0.00025742518,0.000545374],"category_scores_gemma":[0.00001323833,0.0004793241,0.00013163501,0.00023599522,0.00014251428,0.00022716227,0.00006417333,0.0003810162,0.0000051453117],"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":[0.0009809486,0.000106610765,0.0011064917,0.00028721223,0.0009406912,0.000036373647,0.97492826,0.0000071276513,0.00040257815,0.000014440887,0.02052438,0.00066490186],"study_design_scores_gemma":[0.0010345869,0.00069907843,0.0043874104,0.00054107985,0.0004802109,0.000013348366,0.9854159,0.00010477192,0.000004066815,0.000006317616,0.0067661647,0.00054709375],"about_ca_topic_score_codex":0.017117115,"about_ca_topic_score_gemma":0.1741584,"teacher_disagreement_score":0.25339758,"about_ca_system_score_codex":0.0001490175,"about_ca_system_score_gemma":0.00006844856,"threshold_uncertainty_score":0.9997659},"labels":[],"label_agreement":null},{"id":"W7044024119","doi":"","title":"Within the Ruin is Colour: making with twenty-eight chromatic encounters","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Agency (philosophy); Hue; Beauty; Alienation; Value (mathematics); Subjectivity; Modernity; Perspective (graphical)","score_opus":0.008681597379727055,"score_gpt":0.21031599698238704,"score_spread":0.20163439960266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044024119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964093,0.00014413269,0.000028297784,0.00080769806,0.0009520673,0.0004096798,0.00008173403,0.00007971646,0.0010873711],"genre_scores_gemma":[0.79564327,0.000076690245,0.003957925,0.00016745119,0.00006838515,0.0000039529623,0.0002979961,0.000067601686,0.19971672],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978947,0.0001818128,0.00023370108,0.0005879452,0.0007489336,0.0003529306],"domain_scores_gemma":[0.9980107,0.00009901257,0.0008399981,0.00066480757,0.00030526365,0.00008023137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034298986,0.0003575964,0.00052430603,0.00023145226,0.0005447284,0.00014242485,0.0008103213,0.00027421777,0.0027998695],"category_scores_gemma":[0.000017262651,0.00029769845,0.00021659964,0.00039233337,0.0003088085,0.00039575537,0.0000954318,0.00037464968,0.00009156593],"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":[0.0008267626,0.00028195672,0.001963262,0.0016202847,0.0005864479,0.00034854427,0.56867826,0.0003722586,0.41310415,0.000383053,0.011665586,0.00016945617],"study_design_scores_gemma":[0.0014008346,0.00037151828,0.013365829,0.0022588335,0.00092764944,0.00005211356,0.9414335,0.00033189793,0.035556022,0.00023489566,0.0029863212,0.0010806151],"about_ca_topic_score_codex":0.011908962,"about_ca_topic_score_gemma":0.0522969,"teacher_disagreement_score":0.37754813,"about_ca_system_score_codex":0.00013262968,"about_ca_system_score_gemma":0.00022879094,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W7044041470","doi":"","title":"Upsampling Indoor LiDAR Point Clouds for Object Detection","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Neural Network 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":"Lidar; Upsampling; Point cloud; Object detection; Point (geometry); Object (grammar)","score_opus":0.01717261315515327,"score_gpt":0.23684411865244917,"score_spread":0.21967150549729592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044041470","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":[0.72318435,0.000072533774,0.27270094,0.0008717029,0.001208117,0.0011496262,0.00003828166,0.00067248754,0.00010195221],"genre_scores_gemma":[0.28468007,0.00038752265,0.23618546,0.000104590086,0.0004799954,0.000041808817,0.001079173,0.00019834311,0.47684306],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986526,0.00003086887,0.00015489185,0.00059946906,0.00023122506,0.00033097842],"domain_scores_gemma":[0.9986262,0.00015273725,0.00034384753,0.0005608724,0.0002271079,0.00008928417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014460589,0.00023065128,0.00032465666,0.00029540496,0.00041404585,0.000039648326,0.00090813084,0.00024401053,0.000006574393],"category_scores_gemma":[0.00002348839,0.00028983288,0.0002202414,0.0006196303,0.0000368506,0.00036531486,0.00014741512,0.0002446948,0.0000716294],"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":[0.001352806,0.00045885346,0.00021233878,0.0025927906,0.00087815244,0.00010471725,0.39845514,0.015728945,0.1692989,0.023291795,0.0077506388,0.3798749],"study_design_scores_gemma":[0.008777773,0.002907328,0.019308079,0.00204073,0.0011348781,0.000047382408,0.30416152,0.27296442,0.25698358,0.10068307,0.024131676,0.0068595563],"about_ca_topic_score_codex":0.002457578,"about_ca_topic_score_gemma":0.018714149,"teacher_disagreement_score":0.4767411,"about_ca_system_score_codex":0.00010794133,"about_ca_system_score_gemma":0.00007415347,"threshold_uncertainty_score":0.99995536},"labels":[],"label_agreement":null},{"id":"W7044063086","doi":"","title":"Urban Sustainability Planning and the Ecosystem Services Approach in select Canadian cities and Ontario watersheds","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Ecosystem services; Ecosystem management; Ecosystem; Ecosystem health; Climate change","score_opus":0.00459984908901763,"score_gpt":0.15717114064500587,"score_spread":0.15257129155598825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044063086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99704677,0.00013190326,2.0343366e-7,0.0005249733,0.000044919747,0.00042055926,0.000014985273,0.000013809815,0.0018018623],"genre_scores_gemma":[0.9886789,0.000021609123,0.00003527024,0.000024850124,0.000010593381,0.0000014357472,0.00015646854,0.000010374211,0.011060509],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989468,0.00010321356,0.00012132416,0.0003771322,0.00016007856,0.00029148985],"domain_scores_gemma":[0.9995324,0.000026399257,0.000116658106,0.00015889111,0.000017014137,0.0001486104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025874932,0.00019970308,0.00038418893,0.000093503266,0.0002752027,0.000055835382,0.00029158965,0.00017721651,0.000100312216],"category_scores_gemma":[0.0000016297379,0.00015813237,0.00004573869,0.0001318006,0.00004773566,0.00026399555,0.00010448875,0.00021164308,0.000006587044],"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":[0.00018268263,0.0000075604057,0.4845517,0.0010866568,0.00003694681,0.000023260527,0.513797,0.00015171728,0.000005659943,0.000023299013,0.00007910727,0.0000544353],"study_design_scores_gemma":[0.0010626077,0.00005597207,0.39580995,0.00018566166,0.00010758832,0.0000056071704,0.59623265,0.004606258,0.000019280285,0.00012294907,0.0014714174,0.0003200413],"about_ca_topic_score_codex":0.9878157,"about_ca_topic_score_gemma":0.9993384,"teacher_disagreement_score":0.08874177,"about_ca_system_score_codex":0.00041844652,"about_ca_system_score_gemma":0.000086327826,"threshold_uncertainty_score":0.64484507},"labels":[],"label_agreement":null},{"id":"W7044068214","doi":"","title":"In vivo Imaging of Light Induced Intrinsic Optical Signals in the Chicken Retina with a Combined Ultra-High Resolution Optical Coherence Tomography and Electroretinography System","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Retina; Optical coherence tomography; Retinal; Electroretinography; Pupil; Vignetting","score_opus":0.005558654776105905,"score_gpt":0.19204036321904921,"score_spread":0.18648170844294332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044068214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976385,0.00006978837,0.000011493769,0.0004921038,0.00013546328,0.00095210475,0.00001980928,0.000042463755,0.00063826836],"genre_scores_gemma":[0.99844253,0.000033654538,0.0011143247,0.000013465374,0.000017285774,0.000010887959,0.00005598487,0.000023098775,0.00028877877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99750406,0.00035664206,0.0004009117,0.00062204595,0.00063635176,0.00047996815],"domain_scores_gemma":[0.99841833,0.0002129117,0.0005512261,0.00043130497,0.00028400944,0.000102230544],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007081758,0.00036165994,0.0007138797,0.0012089078,0.00014680425,0.0000729203,0.0006010215,0.0003152063,0.0001042994],"category_scores_gemma":[0.000028177272,0.00031054055,0.00013837981,0.0012718297,0.00042792354,0.0004812535,0.000046101264,0.0005444977,0.0000032314547],"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":[0.0012293764,0.00023680147,0.008290086,0.00071936037,0.000049386606,0.00007314474,0.025775488,0.000015615953,0.96133065,0.0020567158,0.00018507331,0.000038303348],"study_design_scores_gemma":[0.0043208105,0.0018411102,0.26666623,0.003300304,0.00042912673,0.00006787079,0.30429134,0.00014448073,0.4172263,0.0005140797,0.000023150891,0.0011751677],"about_ca_topic_score_codex":0.015052285,"about_ca_topic_score_gemma":0.007847362,"teacher_disagreement_score":0.54410434,"about_ca_system_score_codex":0.000068564084,"about_ca_system_score_gemma":0.00008388045,"threshold_uncertainty_score":0.9999347},"labels":[],"label_agreement":null},{"id":"W7044151411","doi":"","title":"Vulnerability measures for flood and drought and the application in hydrometric network design","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Vulnerability (computing); Hazard; Population; Flood myth; Event (particle physics); Context (archaeology)","score_opus":0.00901633156364755,"score_gpt":0.20317513522070774,"score_spread":0.19415880365706017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044151411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898991,0.00020062488,0.007409026,0.0005382774,0.00007035017,0.0014785923,0.000002921737,0.000016122212,0.00038499237],"genre_scores_gemma":[0.95042044,0.0006113956,0.011464231,0.000024511684,0.000030005665,0.000017045319,0.00009027668,0.000017151542,0.037324935],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990844,0.00013348207,0.00009715061,0.00032900035,0.00018516411,0.00017079727],"domain_scores_gemma":[0.9994734,0.0001378629,0.00014458587,0.00019565044,0.000011211912,0.000037268044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009409388,0.00013730655,0.0002578509,0.000082211714,0.0001980818,0.000018184852,0.00019852068,0.00010939662,0.000022443613],"category_scores_gemma":[0.000017028793,0.000117161566,0.00004676531,0.00025211065,0.0001661218,0.00011462953,0.00008728697,0.000103773964,0.0000040431046],"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":[0.008169335,0.00114327,0.17863555,0.002677575,0.0008608607,0.000011560731,0.20563328,0.0779095,0.0027403377,0.010312798,0.02740922,0.4844967],"study_design_scores_gemma":[0.014643168,0.0007608639,0.753974,0.00023036226,0.001364788,0.0000019281817,0.050100446,0.130397,0.0004726469,0.030633315,0.015889619,0.0015318177],"about_ca_topic_score_codex":0.025412738,"about_ca_topic_score_gemma":0.08846487,"teacher_disagreement_score":0.5753385,"about_ca_system_score_codex":0.00005549635,"about_ca_system_score_gemma":0.000006239485,"threshold_uncertainty_score":0.98107713},"labels":[],"label_agreement":null},{"id":"W7044163526","doi":"","title":"At What Cost?\\nA comparative evaluation of the social costs of selected electricity generation alternatives in Ontario","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Global Energy and Sustainability 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":"Cost of electricity by source; Electricity; Electricity generation; Social cost; Context (archaeology); Mains electricity; Cost–benefit analysis; Cost estimate; Nuclear power; Economic cost","score_opus":0.03966565922969098,"score_gpt":0.30233991657511156,"score_spread":0.2626742573454206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044163526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99677783,0.00011225681,0.0000040254345,0.000084622494,0.00015311358,0.00068428594,0.000010848696,0.000008374826,0.0021646502],"genre_scores_gemma":[0.94394433,0.00003500636,0.000033530574,0.0000034921318,0.000015725478,0.0000019157965,0.0006135442,0.00000950497,0.055342942],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9972801,0.00074946455,0.00027704227,0.00032924043,0.0010678627,0.00029628855],"domain_scores_gemma":[0.99680644,0.000083175,0.0005007101,0.00022967326,0.0023367386,0.00004324985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008294082,0.00020857422,0.00051568146,0.00034013932,0.00022350583,0.00001393403,0.0003991381,0.00036125307,0.00027781996],"category_scores_gemma":[0.00008466694,0.0002086816,0.0001690999,0.00076068717,0.00019356368,0.00032683363,0.00007940477,0.00039074812,0.0000026086184],"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":[0.004586788,0.0010040211,0.015765764,0.00034534693,0.0007561803,0.000010957128,0.841257,0.03532648,0.06578743,0.009547909,0.00034417113,0.025267994],"study_design_scores_gemma":[0.0044139232,0.0003742899,0.42722178,0.00037201119,0.0004355267,0.0000014678992,0.32951185,0.017056866,0.2184083,0.0014560495,0.00015839114,0.00058955187],"about_ca_topic_score_codex":0.712144,"about_ca_topic_score_gemma":0.9896692,"teacher_disagreement_score":0.5117451,"about_ca_system_score_codex":0.002824193,"about_ca_system_score_gemma":0.0008826996,"threshold_uncertainty_score":0.85097885},"labels":[],"label_agreement":null},{"id":"W7044164111","doi":"","title":"Xenophobic citizenship, unsettling space, and constraining borders: Assembling refugee exclusion in South Africa’s everyday","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Migration, Refugees, and Integration","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":"University of Waterloo","keywords":"Refugee; Framing (construction); Everyday life; Ethnography; Context (archaeology); Displaced person; Social exclusion; Lived experience","score_opus":0.02364175601127853,"score_gpt":0.2632467363004399,"score_spread":0.23960498028916136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044164111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944347,0.00030157424,0.000018449204,0.0004069221,0.00044673102,0.00036612587,0.000026832193,0.00012783613,0.0038708337],"genre_scores_gemma":[0.8013386,0.0006259261,0.0006069494,0.000008609479,0.00008968625,0.0000010163361,0.000358162,0.000032512788,0.19693853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99802876,0.0002677269,0.0002397982,0.0005015,0.00052956236,0.0004326388],"domain_scores_gemma":[0.9988817,0.00016843532,0.00038553178,0.00018199776,0.00024963845,0.00013268852],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094587245,0.00025948667,0.00045129046,0.0007706796,0.0007809105,0.0000977781,0.00026941695,0.0005341435,0.000118419455],"category_scores_gemma":[0.00023042,0.00031321132,0.0001193552,0.0006979481,0.00021531757,0.00034342438,0.00004661515,0.00040805133,0.000029022653],"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":[0.00008647341,0.000017555993,0.0010279155,0.00013247714,0.000038390528,0.000022177266,0.992598,0.000031810276,0.0014048938,0.0029034575,0.0007077878,0.0010290442],"study_design_scores_gemma":[0.00055603177,0.000067904024,0.0029047693,0.0007525223,0.0000788687,4.1127905e-7,0.9915824,0.000297551,0.0001588173,0.0015147638,0.0017055145,0.00038044318],"about_ca_topic_score_codex":0.033797596,"about_ca_topic_score_gemma":0.52659804,"teacher_disagreement_score":0.4928004,"about_ca_system_score_codex":0.00019206588,"about_ca_system_score_gemma":0.00040166502,"threshold_uncertainty_score":0.999932},"labels":[],"label_agreement":null},{"id":"W7044270699","doi":"","title":"Watershed Classification in the Great Lakes Basin: Implications for Water Quality and Agricultural Management Practices","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water quality; Climate change; Agriculture; Watershed; Land cover; Algal bloom; Land use; Watershed management; Climate pattern","score_opus":0.04082792512336817,"score_gpt":0.28717872749054685,"score_spread":0.24635080236717868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044270699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862206,0.000058545036,0.00001552314,0.011638209,0.0002964666,0.0009282321,0.00011005152,0.000061026367,0.0006713758],"genre_scores_gemma":[0.9099242,0.00024417238,0.0020081198,0.000055704895,0.000060263126,0.000042932374,0.002123432,0.000025680722,0.08551547],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985531,0.00017929511,0.00023184768,0.0005362891,0.00023669282,0.00026276338],"domain_scores_gemma":[0.99890023,0.00012963674,0.00040380005,0.0003626727,0.00016070707,0.000042969805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067246956,0.00022123088,0.00028344715,0.00026916867,0.0002923816,0.00016595623,0.0004373495,0.00019205696,0.0000836939],"category_scores_gemma":[0.00001732288,0.00014799937,0.0001377836,0.00019779817,0.00011868424,0.00048400255,0.000055196793,0.00016775346,0.000033001816],"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":[0.0004892605,0.00024137042,0.002132139,0.003107108,0.00019836027,0.000009457893,0.20991324,0.000015470709,0.769648,0.0061026844,0.0069933175,0.001149586],"study_design_scores_gemma":[0.00059221254,0.00008214666,0.5297786,0.00015200245,0.0004751044,0.0000062421336,0.4532954,0.000020682883,0.005163838,0.0021787186,0.007857452,0.0003976288],"about_ca_topic_score_codex":0.004687533,"about_ca_topic_score_gemma":0.018411044,"teacher_disagreement_score":0.76448417,"about_ca_system_score_codex":0.00006536577,"about_ca_system_score_gemma":0.000015197048,"threshold_uncertainty_score":0.9995004},"labels":[],"label_agreement":null},{"id":"W7044323221","doi":"","title":"Voltage Sag Ride-Through and Harmonics Mitigation for Adjustable Speed Drives\\nusing Dual-Functional Hardware","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Power Quality and Harmonics","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":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Process (computing); Ferroresonance in electricity networks; Point (geometry); Harmonics; Power (physics); Noise (video)","score_opus":0.020706146966696436,"score_gpt":0.2265686452763701,"score_spread":0.20586249830967368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044323221","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":[0.9884083,0.0009100139,0.0077440985,0.00014733028,0.00095326744,0.0004729451,0.0003519576,0.00021236102,0.0007997123],"genre_scores_gemma":[0.2777004,0.003770627,0.028300555,0.00013909179,0.0005915068,0.000003822138,0.016018994,0.0003786874,0.6730963],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99876136,0.00001901914,0.00020983153,0.0003503618,0.00028152796,0.00037788678],"domain_scores_gemma":[0.9992165,0.000081251426,0.00016301918,0.00021415338,0.0002183181,0.00010675227],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021460344,0.00030655848,0.00042927384,0.00021839082,0.0002949136,0.00004340372,0.00013560803,0.0004510928,0.0001155403],"category_scores_gemma":[0.00002023092,0.00042225013,0.00017273128,0.00016499183,0.00007944028,0.00053490774,0.000032853888,0.0003335617,0.000016596163],"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":[0.0023826328,0.00041896146,0.0007078287,0.017683608,0.002767671,0.00024779842,0.63457674,0.028265148,0.20846729,0.011554815,0.07296397,0.019963568],"study_design_scores_gemma":[0.0110382615,0.0006109762,0.031164672,0.0029520378,0.0029494409,0.00004658772,0.63259757,0.09044341,0.10303884,0.0070790425,0.11306703,0.0050121434],"about_ca_topic_score_codex":0.0025150292,"about_ca_topic_score_gemma":0.00781177,"teacher_disagreement_score":0.7107079,"about_ca_system_score_codex":0.00016867966,"about_ca_system_score_gemma":0.00007260363,"threshold_uncertainty_score":0.9998229},"labels":[],"label_agreement":null},{"id":"W7045096617","doi":"","title":"An Analysis of How Community Organizations Support Abused Chinese Immigrant Women in the Canadian Context","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Intimate Partner and Family Violence","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":"Regional Municipality of Waterloo","funders":"","keywords":"Blame; Empowerment; Service provider; Grassroots; Context (archaeology); Immigration; Harm; Service (business)","score_opus":0.009992771649412237,"score_gpt":0.25468996738828864,"score_spread":0.2446971957388764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045096617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99498004,0.0000217767,0.000001166961,0.00046521382,0.00011732117,0.00021029214,0.00019674415,0.00001915888,0.0039883186],"genre_scores_gemma":[0.9625012,0.000068466,0.000016833576,0.000034942732,0.000010911788,7.539418e-7,0.0011926228,0.000009840121,0.036164425],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985497,0.00050027185,0.00011190513,0.00017157717,0.00033563562,0.00033093482],"domain_scores_gemma":[0.99893343,0.000069902446,0.0001367363,0.0003663967,0.0003471016,0.00014643683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010650713,0.00014252285,0.00040964753,0.0008634552,0.00079966,0.000071448725,0.00090242375,0.00022291791,0.00037790337],"category_scores_gemma":[0.000051011615,0.00013103778,0.00012321532,0.0024522578,0.00025798532,0.0002123606,0.000018205223,0.0003652153,0.000014970682],"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":[0.000016097334,0.00006212086,0.018477935,0.0000531662,0.000204358,0.000014376703,0.9795808,0.000039584032,0.00010970008,0.0011367886,0.00019740219,0.00010765168],"study_design_scores_gemma":[0.0000857787,0.00003719181,0.22146843,0.000029257862,0.0002975085,7.791234e-8,0.77748567,0.00018017083,0.0000075569824,0.00009084499,0.00020659536,0.00011093216],"about_ca_topic_score_codex":0.9901163,"about_ca_topic_score_gemma":0.999488,"teacher_disagreement_score":0.2029905,"about_ca_system_score_codex":0.00033048485,"about_ca_system_score_gemma":0.0007725076,"threshold_uncertainty_score":0.6150419},"labels":[],"label_agreement":null},{"id":"W7045251203","doi":"","title":"Analysis of the (Co-)Construction of Cultural Belongings in Several Episodes of a Korean-American Podcast","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radio, Podcasts, and Digital 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":"Conceptualization; Negotiation; Embeddedness; Construct (python library); Ethnography; Context (archaeology); Field (mathematics); German; Emic and etic; Intercultural communication","score_opus":0.009955324148522649,"score_gpt":0.24689948587617105,"score_spread":0.2369441617276484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045251203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957965,0.00007828233,0.0000010175227,0.00031100877,0.00023187583,0.00015348152,0.00013010143,0.00001289985,0.003284843],"genre_scores_gemma":[0.970327,0.00012975658,0.00021963139,0.0000023340624,0.000021465416,2.1554784e-7,0.00011780577,0.000007652125,0.029174134],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99877435,0.000110420515,0.00022593174,0.00023086698,0.0004652027,0.00019323378],"domain_scores_gemma":[0.9989169,0.000064566935,0.00057320594,0.00018533776,0.00020315197,0.00005680078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019910517,0.00014549818,0.00063555664,0.000656168,0.000090000736,0.000013493298,0.00038716756,0.00014754846,0.00006123289],"category_scores_gemma":[0.00005609724,0.00013081462,0.00044409905,0.001693193,0.0010836329,0.0002686069,0.000033113945,0.00015790261,0.0000015710114],"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":[0.00013901043,0.000079799574,0.05475887,0.00030656563,0.00076052354,0.00000640614,0.93066365,0.00014345688,0.00076557545,0.0014943318,0.00015215461,0.010729645],"study_design_scores_gemma":[0.00017644562,0.00006267044,0.10435411,0.0002547504,0.000830352,5.1840493e-7,0.8928395,0.00019321468,0.00089006324,0.00016411193,0.000077789235,0.00015650703],"about_ca_topic_score_codex":0.3193053,"about_ca_topic_score_gemma":0.41708547,"teacher_disagreement_score":0.09778015,"about_ca_system_score_codex":0.00010260593,"about_ca_system_score_gemma":0.00016682557,"threshold_uncertainty_score":0.6852275},"labels":[],"label_agreement":null},{"id":"W7045262935","doi":"","title":"Bayesian Federated Learning in Predictive Space","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Bayesian probability; Constraint (computer-aided design); Aggregate (composite); Training set; Enhanced Data Rates for GSM Evolution; Bayesian inference; Space (punctuation); Federated learning","score_opus":0.013450562624382746,"score_gpt":0.22077649487312234,"score_spread":0.2073259322487396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045262935","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":[0.96612436,0.000119684635,0.010496166,0.017016422,0.0010004457,0.00061882153,0.000042672877,0.0029419884,0.0016394443],"genre_scores_gemma":[0.2648812,0.0007850152,0.09927617,0.000022933253,0.00005299158,0.000004353556,0.0015410263,0.00013242716,0.6333039],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980227,0.00013633202,0.0001647038,0.0008000247,0.00041907432,0.00045718937],"domain_scores_gemma":[0.9969585,0.00011688585,0.00031793528,0.002384315,0.00014962257,0.00007275504],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.00031298204,0.00028824763,0.00045310296,0.00085609884,0.00024206376,0.00008624944,0.012238129,0.00054029404,0.000028322584],"category_scores_gemma":[0.0017711266,0.00036913712,0.000103166436,0.0012336725,0.00009136925,0.0006975598,0.013088577,0.0008941318,0.00010452661],"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":[0.0010278481,0.0007064659,0.020933526,0.0024515467,0.0011544643,0.0042070295,0.4089577,0.0030762888,0.012787908,0.0027683843,0.4521941,0.08973478],"study_design_scores_gemma":[0.002438796,0.0007351789,0.052612238,0.0022089202,0.00011778593,0.000010756657,0.33780694,0.5582203,0.00797137,0.034767415,0.0011354267,0.0019748383],"about_ca_topic_score_codex":0.025493981,"about_ca_topic_score_gemma":0.059834495,"teacher_disagreement_score":0.70124316,"about_ca_system_score_codex":0.00020780749,"about_ca_system_score_gemma":0.00018071456,"threshold_uncertainty_score":0.9998761},"labels":[],"label_agreement":null},{"id":"W7045266627","doi":"","title":"Analyse écocritique de l’oeuvre de Samuel de Champlain","year":2016,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Context (archaeology); Private life; Limiting; Conscience","score_opus":0.008009748031860203,"score_gpt":0.18912510709309757,"score_spread":0.18111535906123738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045266627","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":[0.9843432,0.00096474047,0.00008532838,0.003498088,0.00029403984,0.00019303813,0.001125149,0.000047629197,0.009448794],"genre_scores_gemma":[0.31545243,0.0011375103,0.0012617306,0.00019599315,0.00031355678,0.0000010994471,0.0006492962,0.000045911125,0.6809425],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982421,0.00019594953,0.0001840227,0.00042333765,0.00019817581,0.00075645396],"domain_scores_gemma":[0.9990308,0.00009006836,0.00018279237,0.00032328255,0.000082815604,0.000290188],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002463542,0.00039650584,0.0004898828,0.0002494321,0.0010179038,0.0001035166,0.0004368247,0.0004927492,0.0042986604],"category_scores_gemma":[0.000017048233,0.0004334443,0.00036126073,0.000054446526,0.0005096766,0.00044404037,0.00007692608,0.00043126312,0.00017541171],"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":[0.00027908743,0.000291782,0.006048733,0.0011738598,0.00031641813,0.00045766326,0.90875417,0.000026538828,0.012062387,0.0644721,0.0046312334,0.0014860036],"study_design_scores_gemma":[0.0014919195,0.00036555433,0.018748892,0.0020379596,0.000847372,0.000052759326,0.88194233,0.00027629678,0.0044517377,0.005308933,0.083327554,0.0011487044],"about_ca_topic_score_codex":0.1421644,"about_ca_topic_score_gemma":0.16845992,"teacher_disagreement_score":0.67149365,"about_ca_system_score_codex":0.00048244855,"about_ca_system_score_gemma":0.00013462936,"threshold_uncertainty_score":0.9998117},"labels":[],"label_agreement":null},{"id":"W7045300921","doi":"","title":"Accessibility in Bioarchaeology: Methods of 3D Imaging of Entheses","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"DSM (Canada)","funders":"","keywords":"Photogrammetry; Laser scanning; Visualization; Measure (data warehouse); 3d model; Triangulation; Image processing","score_opus":0.018126014508515007,"score_gpt":0.30322913687273606,"score_spread":0.28510312236422103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045300921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99483395,0.000036839225,0.000040077706,0.000397028,0.00009523718,0.00029553415,0.000059457238,0.000009961831,0.004231947],"genre_scores_gemma":[0.6861519,0.000041048246,0.007348125,0.0000012028975,0.000016561733,0.0000016431079,0.00037317895,0.000019618388,0.30604672],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998839,0.0002075421,0.00022519064,0.00028674785,0.0002333217,0.00020816315],"domain_scores_gemma":[0.99888295,0.00020698775,0.0003358157,0.0003271823,0.00020495753,0.000042121355],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051681773,0.0001410512,0.00047224842,0.00051615515,0.00003412996,0.0000035313012,0.0004538475,0.0000736585,0.019902788],"category_scores_gemma":[0.000023870853,0.00015997769,0.00013521095,0.00030202448,0.00035326066,0.000033612538,0.00024187718,0.00019217211,0.000005981571],"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":[0.0003668863,0.0003696604,0.28605825,0.0014223573,0.00018844668,0.000011500416,0.10335614,0.0000082787,0.042600565,0.00073641626,0.0004523498,0.56442916],"study_design_scores_gemma":[0.0010839702,0.000105076295,0.35982507,0.0004265057,0.000118454635,6.895519e-8,0.5912646,0.00090132625,0.044857472,0.00087948877,0.00024843513,0.00028954368],"about_ca_topic_score_codex":0.34651172,"about_ca_topic_score_gemma":0.06791061,"teacher_disagreement_score":0.5641396,"about_ca_system_score_codex":0.000010151805,"about_ca_system_score_gemma":0.0001425359,"threshold_uncertainty_score":0.98099315},"labels":[],"label_agreement":null},{"id":"W7045352960","doi":"","title":"The associations between insulin, hypoglycemia, and dementia: Combating threats to internal validity in a series of population-based cohort studies","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Diabetes Management 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":true,"ca_institutions":"","funders":"University of Waterloo; Alzheimer Society","keywords":"Confounding; Observational study; Cohort study; Epidemiology; Internal validity; Dementia; Cohort; Inverse probability weighting","score_opus":0.04377074003651318,"score_gpt":0.29925889290505553,"score_spread":0.2554881528685424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045352960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973771,0.00019104804,0.0000015563879,0.0015490559,0.000110318855,0.0005892298,0.000045401946,0.000022881943,0.000113418035],"genre_scores_gemma":[0.9048521,0.00034518115,0.00026925508,0.0000072519047,0.000027896232,0.0000023062998,0.0009267986,0.00001711239,0.09355208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890697,0.00007983991,0.00020375274,0.00021013436,0.00040270566,0.00019660556],"domain_scores_gemma":[0.99897623,0.00031375393,0.00023896167,0.00016113545,0.000255223,0.00005468874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057165115,0.00012940085,0.00047273707,0.0003549835,0.00021383059,0.000016604068,0.00014986434,0.00010952941,0.0000074346585],"category_scores_gemma":[0.0002220378,0.000115314055,0.00008177854,0.00034124003,0.000072074836,0.000080524725,0.00011558533,0.00020171299,0.000004113696],"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":[0.0001778549,0.000035684883,0.9823083,0.00045941156,0.000924802,0.0000079769525,0.012153286,0.000022811355,0.000051626314,0.00003419535,0.00036408188,0.0034599702],"study_design_scores_gemma":[0.0007081749,0.00020564902,0.9531777,0.0005482938,0.00049480825,2.9466865e-8,0.04431306,0.00006020818,0.00013165553,0.00024716006,0.000021667413,0.00009157424],"about_ca_topic_score_codex":0.014826382,"about_ca_topic_score_gemma":0.08350327,"teacher_disagreement_score":0.09343866,"about_ca_system_score_codex":0.000108878565,"about_ca_system_score_gemma":0.00004566778,"threshold_uncertainty_score":0.99173397},"labels":[],"label_agreement":null},{"id":"W7045379398","doi":"","title":"Autonomous Radar-based Gait Monitoring System","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Gait; Wireless; Gait analysis; Range (aeronautics); Human motion; Motion capture; Motion (physics)","score_opus":0.011745163450918653,"score_gpt":0.22052019866916198,"score_spread":0.2087750352182433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045379398","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":[0.9774276,0.000020268595,0.000020177185,0.0003200423,0.0005939207,0.00044146387,0.00007145311,0.00013387876,0.020971175],"genre_scores_gemma":[0.18952648,0.0000031605966,0.00042387052,6.200049e-7,0.00011046186,0.000002069988,0.0005739858,0.0000298742,0.8093295],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987223,0.00005087755,0.00014159677,0.0003492243,0.00041911844,0.00031688495],"domain_scores_gemma":[0.9990933,0.000053437143,0.0002057672,0.00035807575,0.00017447995,0.00011496985],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013042412,0.00022003589,0.00035361448,0.00031872565,0.00020880562,0.00003382785,0.00042761542,0.000119780816,0.014310357],"category_scores_gemma":[0.0000021536532,0.0002705208,0.00020222059,0.00024202952,0.000036710047,0.00002469009,0.00007600549,0.00025557863,0.0003287886],"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":[0.00121994,0.00088139926,0.030141326,0.009366669,0.0018140044,0.00051718374,0.13868254,0.00041226257,0.057683486,0.0043522306,0.059165113,0.6957638],"study_design_scores_gemma":[0.0022915858,0.00022685957,0.028517356,0.0013799944,0.00034977356,2.420146e-7,0.9419554,0.0024797283,0.012790418,0.000026056685,0.009125848,0.00085674284],"about_ca_topic_score_codex":0.14272574,"about_ca_topic_score_gemma":0.0059704953,"teacher_disagreement_score":0.80327284,"about_ca_system_score_codex":0.00004229023,"about_ca_system_score_gemma":0.00023872989,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W7045592700","doi":"","title":"Biomechanical analysis of the pelvic floor and pessary device design","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Pelvic floor disorders 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":"University of Waterloo; Mitacs","keywords":"Pelvic floor; Pessary; Biomechanics; Palpation; Ultrasound; 3D ultrasound; Pelvic Floor Muscle","score_opus":0.020552884412079527,"score_gpt":0.2396046278747143,"score_spread":0.21905174346263476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045592700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983269,0.00028799725,0.000020619129,0.00057635724,0.00013928679,0.00044630095,0.000060798026,0.000042990436,0.000098776145],"genre_scores_gemma":[0.5375711,0.0006260097,0.0023196733,0.00004081835,0.00001970524,0.0000017390058,0.0012501025,0.000068353285,0.45810252],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99880016,0.000099463636,0.00016203459,0.00038214927,0.00034784374,0.0002083599],"domain_scores_gemma":[0.99891925,0.000073069576,0.0002760852,0.00046303598,0.00017055127,0.00009799782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014846181,0.00023234625,0.0007777841,0.0007200895,0.00011496395,0.000005664064,0.00025350897,0.00030336785,0.00014064914],"category_scores_gemma":[0.000038878134,0.00019989263,0.00038263504,0.0013607678,0.000112375405,0.000049949584,0.00008890502,0.00018907497,0.000027557413],"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":[0.010444057,0.0036427,0.07378982,0.010753214,0.087811515,0.0010369186,0.5620428,0.00044603314,0.19125529,0.00022838837,0.0077617285,0.050787564],"study_design_scores_gemma":[0.005582031,0.0006881695,0.66902095,0.0011852153,0.050415546,0.000009451381,0.2575016,0.005004313,0.009678243,0.00019714358,0.000082493425,0.000634855],"about_ca_topic_score_codex":0.0269784,"about_ca_topic_score_gemma":0.044541337,"teacher_disagreement_score":0.5952311,"about_ca_system_score_codex":0.000069880436,"about_ca_system_score_gemma":0.00014705195,"threshold_uncertainty_score":0.979501},"labels":[],"label_agreement":null},{"id":"W7045645742","doi":"","title":"Bridging the Soft-Skills Gap between Canadian Post-Secondary Education and Employment through Work-Integrated Learning: A Case Study on Arts Students","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Electronic Arts (Canada)","funders":"","keywords":"The arts; Unemployment; Bridging (networking); Qualitative research; Bridge (graph theory); Perception","score_opus":0.017810857193746213,"score_gpt":0.2728383423459507,"score_spread":0.2550274851522045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045645742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958465,0.000021522872,0.000002585419,0.0011317368,0.00020854377,0.0011856238,0.00008065839,0.000027376995,0.0014954609],"genre_scores_gemma":[0.6064688,0.0000056693443,0.000014757967,0.000012008782,0.00006485874,0.000005413546,0.0008648583,0.000021994929,0.39254162],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99849385,0.0001613893,0.00015442986,0.0004194313,0.00043754216,0.00033335615],"domain_scores_gemma":[0.9990103,0.00009765147,0.00017927139,0.00029769968,0.0002398223,0.00017525667],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002495947,0.0002546541,0.0003030936,0.0003223469,0.0006260134,0.00011514834,0.000346935,0.00008329405,0.004876528],"category_scores_gemma":[0.000009957482,0.00024234146,0.00008745641,0.00030912206,0.000052437947,0.000045928227,0.0001142529,0.00057646673,0.000062481755],"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":[0.00007313479,0.0006014474,0.17197889,0.00007744118,0.00055171415,0.00022669251,0.32825136,0.000007898988,0.000055099103,0.000022072685,0.01086816,0.4872861],"study_design_scores_gemma":[0.00057698647,0.00031123412,0.21724066,0.00017627131,0.00017614718,0.0000015464776,0.77700865,0.00000896578,0.000019624971,0.00000885739,0.0042431564,0.00022786426],"about_ca_topic_score_codex":0.94315207,"about_ca_topic_score_gemma":0.8109898,"teacher_disagreement_score":0.48705822,"about_ca_system_score_codex":0.000056276804,"about_ca_system_score_gemma":0.0007072509,"threshold_uncertainty_score":0.99603313},"labels":[],"label_agreement":null},{"id":"W7045649432","doi":"","title":"Beyond Considering Surrogates’ Reports at ‘Face Value’: Theorizing and Contextualizing the Autonomy-Related Threats of Surrogacy Arrangements","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Autonomy; Scholarship; Action (physics); Commercialization; Psychological intervention; Cognitive reframing","score_opus":0.010783680793735212,"score_gpt":0.23205871158631702,"score_spread":0.22127503079258182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045649432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96770686,0.0004164463,0.0000034390573,0.0006064169,0.00024920216,0.0007242076,0.0000591117,0.00002384753,0.03021046],"genre_scores_gemma":[0.636385,0.00004200659,0.00008770107,0.0000037071914,0.00001126865,0.0000028233405,0.00041521946,0.000020877185,0.36303136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99821323,0.00017951855,0.00033036072,0.00046658432,0.00049064466,0.00031967025],"domain_scores_gemma":[0.9983501,0.00022484815,0.00070136244,0.00047891928,0.00015627893,0.00008851023],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005653328,0.0002736339,0.0004990041,0.00019573906,0.0005647811,0.000031603886,0.000305698,0.000088067805,0.039976038],"category_scores_gemma":[0.000012481718,0.0002734572,0.00018748127,0.00020596225,0.00020161514,0.00006483761,0.00045332222,0.0003372823,0.0000059267877],"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":[0.0007567929,0.0005090567,0.101163805,0.0011395854,0.0031405871,0.00024306215,0.69289625,0.00028641446,0.05413283,0.025556784,0.0031488573,0.11702601],"study_design_scores_gemma":[0.0024551994,0.0002535472,0.016737591,0.00042625624,0.00067029195,0.0000081825365,0.9623371,0.0006822435,0.007366033,0.0031555037,0.0051565133,0.0007515779],"about_ca_topic_score_codex":0.040275265,"about_ca_topic_score_gemma":0.008331802,"teacher_disagreement_score":0.33282092,"about_ca_system_score_codex":0.00004847962,"about_ca_system_score_gemma":0.00019032773,"threshold_uncertainty_score":0.99997175},"labels":[],"label_agreement":null},{"id":"W7045704742","doi":"","title":"Bringing Indigenous Voices to the Workplace","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Pleasure; Theme (computing); Identity (music); Tourism; Work (physics)","score_opus":0.00923126578352463,"score_gpt":0.24251463075334934,"score_spread":0.2332833649698247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045704742","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":[0.9615498,0.00047658102,0.0000040805307,0.0014658028,0.0014564382,0.00060389226,0.000011891436,0.00005007268,0.034381405],"genre_scores_gemma":[0.024665095,0.0030776188,0.00035124292,0.000024908803,0.00036538503,2.2981372e-7,0.00016800765,0.000018268542,0.9713293],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99835825,0.0002363845,0.00011706542,0.00032346413,0.00046196522,0.0005028453],"domain_scores_gemma":[0.99888605,0.000086645276,0.00022563527,0.00029358786,0.00033447146,0.00017360323],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005593699,0.0001618944,0.0002690464,0.00021025704,0.007617718,0.00007351833,0.0006657197,0.0002934976,0.00037509235],"category_scores_gemma":[0.000005428653,0.00015066411,0.00012713698,0.00050692813,0.00010218658,0.00016814662,0.0000044914113,0.0002730738,0.00015584545],"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":[0.000024145394,0.00004310196,0.00015034716,0.00010737944,0.000042983887,0.000011223973,0.99666315,0.00001478175,0.0000058265227,0.0015953758,0.0005551438,0.0007865213],"study_design_scores_gemma":[0.000059459853,0.000021510965,0.0013052186,0.00014368123,0.000050462815,4.789693e-7,0.6566555,0.000001091642,0.00007282145,0.00003830098,0.341497,0.00015448591],"about_ca_topic_score_codex":0.90454024,"about_ca_topic_score_gemma":0.9986278,"teacher_disagreement_score":0.9369478,"about_ca_system_score_codex":0.00025806352,"about_ca_system_score_gemma":0.0063278824,"threshold_uncertainty_score":0.9993053},"labels":[],"label_agreement":null},{"id":"W7045771525","doi":"","title":"Build the Volunteer, Build the Community: An Analysis of Sustainable Waterloo Region's Strategic Volunteer Program","year":2018,"lang":"en","type":"report","venue":"UWSpace (University of Waterloo)","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; Investment (military); Work (physics); Workforce development; Human resources; Position (finance); Face (sociological concept); Career Pathways","score_opus":0.037470627957521575,"score_gpt":0.2644857012719306,"score_spread":0.22701507331440904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045771525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894158,0.0004479002,0.000018281464,0.0017445899,0.0003124787,0.0029461365,0.00061181077,0.0004986435,0.0040043276],"genre_scores_gemma":[0.51518434,0.00039436299,0.00041944222,0.000029176366,0.00021075741,0.000013147497,0.0014770001,0.0002685993,0.48200315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9900032,0.0028900972,0.00090225326,0.0012698337,0.0030234403,0.0019111515],"domain_scores_gemma":[0.9831568,0.000360849,0.0028778026,0.006673444,0.0065091257,0.0004219583],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0061981524,0.0013316907,0.0027533914,0.0024298013,0.0027220233,0.00032490114,0.0065362505,0.0012146417,0.00060722785],"category_scores_gemma":[0.00017278035,0.0009630201,0.0019635127,0.0049470677,0.0042815935,0.0010359099,0.0022244244,0.0027890932,0.000174923],"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":[0.0027017177,0.009578644,0.03167076,0.0042032637,0.051384132,0.001767075,0.68402696,0.0039599566,0.0010288425,0.0038740858,0.20351058,0.0022939641],"study_design_scores_gemma":[0.0013501894,0.002775901,0.007430862,0.00038939022,0.02387939,0.00011165841,0.84426665,0.0043854564,0.00023031613,0.00069339306,0.11290238,0.001584391],"about_ca_topic_score_codex":0.7736072,"about_ca_topic_score_gemma":0.50389695,"teacher_disagreement_score":0.47799882,"about_ca_system_score_codex":0.0014402367,"about_ca_system_score_gemma":0.001681665,"threshold_uncertainty_score":0.99994344},"labels":[],"label_agreement":null},{"id":"W7045839838","doi":"","title":"Breakup of a surface-mounted droplet by an impinging jet flow","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Canadian Policy and Governance","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":"University of Waterloo","funders":"","keywords":"Breakup; Jet (fluid); Weber number; Flow (mathematics); Break-Up; Range (aeronautics); Volumetric flow rate; Volume (thermodynamics)","score_opus":0.010810218552466855,"score_gpt":0.24628933311385262,"score_spread":0.23547911456138576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045839838","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":[0.99557686,0.000061031125,0.000002102211,0.0017890284,0.00025803916,0.00017214613,0.0011663778,0.000060878043,0.0009135335],"genre_scores_gemma":[0.23022608,0.00031226303,0.00017930688,0.00004075154,0.00006429313,1.7830727e-7,0.00074589584,0.00003111567,0.76840013],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986929,0.00010701437,0.0001220049,0.0002946971,0.00041201522,0.00037130972],"domain_scores_gemma":[0.9990409,0.000054526223,0.00032998054,0.00023544011,0.0001545921,0.00018454099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002674021,0.00016641236,0.00037439476,0.00015767448,0.00036070275,0.00002389955,0.00048634323,0.00030654744,0.0002470823],"category_scores_gemma":[0.000046572077,0.00022215658,0.00015181211,0.00045887908,0.00019900028,0.00027881624,0.000027776232,0.0001786376,0.000037041995],"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":[0.0001379296,0.000063374224,0.00068069756,0.00027156636,0.00013007926,0.000040424453,0.8768483,0.0001718991,0.0043230136,0.00095858745,0.11414776,0.00222638],"study_design_scores_gemma":[0.001039609,0.00018726433,0.011697036,0.00067667355,0.00023331362,9.818502e-7,0.91334534,0.0019472277,0.0016589726,0.00041577744,0.06788338,0.0009144065],"about_ca_topic_score_codex":0.9481469,"about_ca_topic_score_gemma":0.96856874,"teacher_disagreement_score":0.7674866,"about_ca_system_score_codex":0.00017811764,"about_ca_system_score_gemma":0.00037782462,"threshold_uncertainty_score":0.90592825},"labels":[],"label_agreement":null},{"id":"W7045853587","doi":"","title":"A Big Tiny Problem: Flows of Primary Microplastics in Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Microplastics; Material flow analysis; Wildlife; Marine debris; Incineration; Plastic pollution","score_opus":0.008522249669459652,"score_gpt":0.18329269565458234,"score_spread":0.17477044598512267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045853587","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":[0.9884423,0.0000141616565,0.000002941643,0.00023643988,0.00016320025,0.00034979472,0.00015112471,0.000006853632,0.010633183],"genre_scores_gemma":[0.09703798,0.000028177921,0.00071070157,0.0000030940207,0.00003453268,0.0000016472783,0.0013072204,0.000025654814,0.900851],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989731,0.000035426616,0.0001701426,0.00022872024,0.00034874398,0.00024390304],"domain_scores_gemma":[0.9993242,0.00005918711,0.00019453724,0.00020844463,0.00014931346,0.000064289896],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008090919,0.00015261892,0.00036336982,0.00026198052,0.000043524706,0.0000058010623,0.0003062716,0.00006303948,0.009124617],"category_scores_gemma":[0.000002890833,0.00018422917,0.000074888616,0.00029764016,0.000025953235,0.000011488498,0.000105307896,0.00021982883,0.000018208182],"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":[0.0008957869,0.000663622,0.08095867,0.006389837,0.000680798,0.00023419743,0.09955933,0.00037522276,0.12103649,0.00037809167,0.08998191,0.598846],"study_design_scores_gemma":[0.00448453,0.0003227857,0.23529539,0.0017436474,0.0003136665,4.3278817e-7,0.73007137,0.0019561592,0.007085696,0.00018573245,0.017292036,0.0012485525],"about_ca_topic_score_codex":0.99692655,"about_ca_topic_score_gemma":0.9987051,"teacher_disagreement_score":0.89140433,"about_ca_system_score_codex":0.000069046684,"about_ca_system_score_gemma":0.00188191,"threshold_uncertainty_score":0.9917812},"labels":[],"label_agreement":null},{"id":"W7045865752","doi":"","title":"Calibration Committees and Rating Distribution Guidance Effects on Leniency Bias in Subjective Performance Evaluations","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo; Universität Wien","keywords":"Incentive; Anticipation (artificial intelligence); Distribution (mathematics); Calibration; Affect (linguistics)","score_opus":0.017018648017082343,"score_gpt":0.25382971218201195,"score_spread":0.2368110641649296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045865752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972419,0.000017947497,0.000026624739,0.00039981605,0.00009924567,0.00056656357,0.00005754181,0.00002055897,0.0015698149],"genre_scores_gemma":[0.8825088,0.00002528103,0.000057145666,0.0000020753341,0.000029488521,0.0000062599297,0.0016062001,0.000010252537,0.11575446],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989766,0.00013334138,0.0001276684,0.00027161697,0.0003077959,0.00018299364],"domain_scores_gemma":[0.9993195,0.00018293758,0.00016676784,0.00015950724,0.0001286984,0.000042621756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002632102,0.00015060868,0.00021232446,0.00019905742,0.00021829778,0.00002649481,0.00013530726,0.00007654277,0.0010948773],"category_scores_gemma":[0.000028857636,0.00017479931,0.000049101953,0.00031287046,0.000039859646,0.00007506961,0.00005041463,0.00022327667,0.000017992303],"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":[0.0005595622,0.00038708348,0.2608526,0.0016604271,0.00016610454,0.000015347994,0.12547006,0.00042480146,0.013401262,0.00235912,0.0057102554,0.5889934],"study_design_scores_gemma":[0.0013230756,0.00039142036,0.88195646,0.0008752762,0.000065846936,8.596728e-8,0.08737466,0.018572887,0.008820729,0.00015053625,0.000146615,0.00032241704],"about_ca_topic_score_codex":0.033774413,"about_ca_topic_score_gemma":0.02673154,"teacher_disagreement_score":0.6211038,"about_ca_system_score_codex":0.000029543615,"about_ca_system_score_gemma":0.00009270489,"threshold_uncertainty_score":0.99981827},"labels":[],"label_agreement":null},{"id":"W7045905424","doi":"","title":"Block 1: Refiguring the Post-Industrial Ruin or Bridging Natural and Cultural Heritage in the Haldimand Tract","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural (archaeology); Tourism; Placemaking; Architecture; Cultural heritage; Narrative; Ethnography; Colonialism; Quickening; Identity (music)","score_opus":0.049237173075926254,"score_gpt":0.21923552094233123,"score_spread":0.16999834786640497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045905424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889287,0.00049557444,1.0068108e-8,0.004589369,0.0005996661,0.0004081299,0.000026540165,0.000037516184,0.0049145264],"genre_scores_gemma":[0.58673435,0.00006835147,0.0000047891162,0.000034793797,0.00024116493,8.332306e-7,0.00026788865,0.000009700487,0.41263816],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99911225,0.000086168286,0.00012966695,0.00023979136,0.00023847255,0.00019362547],"domain_scores_gemma":[0.99956846,0.00006215736,0.000118529795,0.00015273236,0.000078290126,0.00001981561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022262873,0.00020697241,0.00021572999,0.00010808991,0.00048881856,0.00039684138,0.0003494196,0.00010072002,0.00027609995],"category_scores_gemma":[0.000014914496,0.00011777023,0.000109737084,0.0000809143,0.0001136539,0.0005326143,0.00006450153,0.00050948246,0.000014266622],"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":[0.00033812178,0.000027928803,0.000091515285,0.0003342756,0.00008866685,0.00011187248,0.98295194,0.0000040063255,0.00023457306,0.0025128755,0.009447827,0.0038563716],"study_design_scores_gemma":[0.00051226775,0.00008900901,0.0029558898,0.0003765347,0.00020255573,0.0000053004565,0.9522978,0.0002136818,0.000025612173,0.00007005884,0.043002624,0.0002486649],"about_ca_topic_score_codex":0.045445535,"about_ca_topic_score_gemma":0.44488478,"teacher_disagreement_score":0.40772364,"about_ca_system_score_codex":0.000033046937,"about_ca_system_score_gemma":0.000016126789,"threshold_uncertainty_score":0.9609109},"labels":[],"label_agreement":null},{"id":"W7045921281","doi":"","title":"Complexity, ambiguity, and the boundaries of the future: Toward a reflexive scenario practice in sustainability science","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Reflexivity; Ambiguity; Framing (construction); Transdisciplinarity; Operationalization; Sustainability; Legitimacy; Sustainability science","score_opus":0.013934135919293015,"score_gpt":0.2740505097045931,"score_spread":0.2601163737853001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045921281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964023,0.000052395942,0.0000018889333,0.028081693,0.0002146099,0.00096429,0.000029789504,0.000009178437,0.0066231354],"genre_scores_gemma":[0.8296826,0.000037550963,0.00014012681,0.000013216708,0.000038818074,0.0000027490694,0.000042065567,0.000009673513,0.17003322],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837565,0.00022911467,0.00015964762,0.0003226727,0.0006437696,0.00026915173],"domain_scores_gemma":[0.99826306,0.00019152476,0.00031158258,0.00044673492,0.00073692907,0.000050185787],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011481486,0.00014874098,0.00031522193,0.00017846613,0.00060207135,0.000109878965,0.00082244724,0.00006321276,0.0012969818],"category_scores_gemma":[0.00012308355,0.00010985216,0.000106595944,0.00074000907,0.003358978,0.000091952454,0.0007277747,0.00039912591,0.0000028669256],"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":[0.0023153557,0.0003864958,0.012131019,0.0011665722,0.00018720642,0.000012916,0.7245002,0.000008880187,0.0005633184,0.16680731,0.0032791093,0.08864161],"study_design_scores_gemma":[0.0012611906,0.000063146865,0.10731332,0.000083903244,0.00008564656,2.803172e-7,0.87581164,0.00013181323,0.00021182354,0.009765612,0.0051306556,0.00014094464],"about_ca_topic_score_codex":0.40675026,"about_ca_topic_score_gemma":0.20542009,"teacher_disagreement_score":0.20133017,"about_ca_system_score_codex":0.000048805305,"about_ca_system_score_gemma":0.0012429625,"threshold_uncertainty_score":0.99961597},"labels":[],"label_agreement":null},{"id":"W7045965345","doi":"","title":"The black hole information paradox in a brane world","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Black Holes and Theoretical 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; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Graviton; Black hole information paradox; Quantum entanglement; Black hole (networking); Quantum gravity; Brane; Black brane; Quantum; BTZ black hole","score_opus":0.0053830261480615,"score_gpt":0.19404011811323832,"score_spread":0.18865709196517683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045965345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98764396,0.000008860334,0.000021312204,0.00053607544,0.00018596525,0.00022483368,0.00004843944,0.000026459807,0.011304075],"genre_scores_gemma":[0.7560384,0.000016862396,0.000024339342,0.0000057001425,0.000044118573,5.938527e-7,0.00071459444,0.000013905161,0.24314144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992912,0.000033305765,0.00013367573,0.0001332734,0.00017900452,0.00022957346],"domain_scores_gemma":[0.9994105,0.00006582655,0.00017714534,0.00022793093,0.0000707333,0.00004784069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010748301,0.00015298651,0.00023046402,0.00013053167,0.00014602198,0.000041087515,0.00029737607,0.00007074007,0.000108824504],"category_scores_gemma":[0.0000021426754,0.00014183472,0.00014185885,0.00034737584,0.00012125121,0.00022900628,0.000049539925,0.00028179216,0.00043802595],"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":[0.00034269982,0.00011372337,0.0012058887,0.00022151963,0.00019050193,0.000005239681,0.11230912,0.000703741,0.00004651328,0.84532136,0.006416212,0.033123508],"study_design_scores_gemma":[0.0023255805,0.00011111604,0.025100332,0.0006570963,0.0002255894,6.6576746e-8,0.6507855,0.0027542354,0.00091558765,0.3055875,0.010622324,0.00091508386],"about_ca_topic_score_codex":0.01524309,"about_ca_topic_score_gemma":0.017947303,"teacher_disagreement_score":0.5397338,"about_ca_system_score_codex":0.000023501607,"about_ca_system_score_gemma":0.00004405719,"threshold_uncertainty_score":0.9999726},"labels":[],"label_agreement":null},{"id":"W7046014851","doi":"","title":"Colour Vision Deficiencies in the Digital Age: A Survey of User Experiences with Digital Displays","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Digital divide; Filter (signal processing); Colour Vision; Software; Age groups","score_opus":0.01001482518560217,"score_gpt":0.22724579888763827,"score_spread":0.2172309737020361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046014851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98062325,0.00002151403,0.0000038259573,0.00014397799,0.000035748046,0.00031489567,0.0001703891,0.000006412985,0.018680012],"genre_scores_gemma":[0.7751742,0.0000016388954,0.0000110803985,6.3175906e-7,0.000005027632,0.0000017146367,0.00056285807,0.000006367706,0.22423647],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989074,0.000043428983,0.00012081812,0.00025547258,0.00048159412,0.00019129974],"domain_scores_gemma":[0.99939513,0.0001155596,0.00011958102,0.00021183914,0.00012214555,0.000035746398],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015684965,0.00015828534,0.00024711623,0.00018170832,0.00007662207,0.00016813303,0.00046869996,0.000053946853,0.003942041],"category_scores_gemma":[0.000008543875,0.00011564928,0.00007700086,0.00041514353,0.00018095138,0.00010293576,0.00009864232,0.00018924974,0.000025600719],"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":[0.0006899716,0.0006879666,0.049662344,0.00040861417,0.00013296404,0.00010009157,0.90775007,0.000017780265,0.0005573292,0.0006817252,0.007146678,0.032164484],"study_design_scores_gemma":[0.00029387715,0.0002976328,0.111966364,0.00016542904,0.000022807799,2.8482995e-7,0.88586086,0.000098281365,0.00008461064,0.000013165281,0.0010459006,0.0001507716],"about_ca_topic_score_codex":0.06635315,"about_ca_topic_score_gemma":0.07686253,"teacher_disagreement_score":0.20555647,"about_ca_system_score_codex":0.00000736264,"about_ca_system_score_gemma":0.0001285411,"threshold_uncertainty_score":0.9969685},"labels":[],"label_agreement":null},{"id":"W7046112246","doi":"","title":"Consequences and countermeasures of sedentary behaviour on arterial wave reflection","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Sitting; Pulse wave velocity; Arterial stiffness; Amplitude; Reflection (computer programming); Pulse Wave Analysis; Blood flow; Pulse (music)","score_opus":0.020190916515313722,"score_gpt":0.24504105153547773,"score_spread":0.22485013502016402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046112246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99487877,0.000006524145,6.742927e-7,0.00035350918,0.00025776005,0.00024357057,0.00011987088,0.00001401141,0.004125292],"genre_scores_gemma":[0.68865395,0.000021329215,0.000036111625,0.0000019552988,0.00003776772,7.8695246e-7,0.0004650569,0.000009194203,0.31077388],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991803,0.0000464861,0.00010639943,0.00022473508,0.0003074294,0.00013460337],"domain_scores_gemma":[0.99947023,0.000029489176,0.00017672611,0.00014236747,0.00013310574,0.000048076265],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009084808,0.0001304016,0.00023740868,0.00021402272,0.00010121363,0.000015710852,0.00011583463,0.000078103505,0.011140227],"category_scores_gemma":[0.0000023184562,0.000147151,0.00007654845,0.00009370014,0.0001508184,0.000023105054,0.000037279846,0.00013880826,0.0000135412765],"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":[0.004324013,0.0007531309,0.022620272,0.0013370407,0.0009288447,0.00013179728,0.15665092,0.000010936311,0.63737756,0.0017406858,0.041069135,0.13305569],"study_design_scores_gemma":[0.0030776174,0.001144761,0.19484256,0.0009239343,0.00046252384,0.0000013834068,0.7425274,0.00012633896,0.054582104,0.00060338277,0.0010426064,0.00066533685],"about_ca_topic_score_codex":0.14132258,"about_ca_topic_score_gemma":0.049280647,"teacher_disagreement_score":0.5858765,"about_ca_system_score_codex":0.000009280261,"about_ca_system_score_gemma":0.00008250723,"threshold_uncertainty_score":0.98976374},"labels":[],"label_agreement":null},{"id":"W7046195248","doi":"","title":"Development of a novel methodology for the determination of the total solar energy transmittance of Building-Integrated Photovoltaic window technologies using outdoor measurements","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Drive & Gear (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photovoltaic system; Renewable energy; Solar energy; Transmittance; Electricity; Solar gain; Pyranometer; Glazing; Electricity generation","score_opus":0.06640995963605284,"score_gpt":0.27952677646331625,"score_spread":0.2131168168272634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046195248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672259,0.00003087146,0.031724475,0.00010425333,0.00013080961,0.0006363987,0.0000906045,0.000012831841,0.000043856668],"genre_scores_gemma":[0.8226626,0.0000129564705,0.12880887,0.0000013078126,0.000011916297,0.000014571998,0.00014230005,0.000033408953,0.04831208],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988849,0.00006618822,0.00027419033,0.000215366,0.00037491214,0.00018441593],"domain_scores_gemma":[0.9984002,0.00017620949,0.0005988604,0.0002639601,0.000545852,0.000014881266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043128568,0.00016529851,0.0003970404,0.00023025845,0.00014887544,0.0000045949564,0.0005365926,0.00012818299,0.00024854735],"category_scores_gemma":[0.000035620375,0.00012866144,0.00020408258,0.00034827946,0.00015448744,0.000022928667,0.00009155665,0.00012996448,1.1623793e-7],"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":[0.00015941139,0.00009523635,0.000197153,0.0002628561,0.0002024992,1.1577899e-7,0.012077641,0.00005160712,0.8816389,0.000110814,0.00001757849,0.10518622],"study_design_scores_gemma":[0.00089190184,0.000070665745,0.0022892319,0.0003131732,0.00020167325,1.2322559e-7,0.13011278,0.0056482935,0.8601556,0.00006254846,0.0001271582,0.0001268646],"about_ca_topic_score_codex":0.028085643,"about_ca_topic_score_gemma":0.0153235495,"teacher_disagreement_score":0.1445633,"about_ca_system_score_codex":0.000023264838,"about_ca_system_score_gemma":0.0002684239,"threshold_uncertainty_score":0.9783864},"labels":[],"label_agreement":null},{"id":"W7046201041","doi":"","title":"Comparing thallium isotopes to paleosalinity and Mo-U isotope paleoredox proxies: A case study of the Upper Devonian Kettle Point Formation, Ontario","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Authigenic; Isotope; Isotopes of nitrogen; Sedimentary depositional environment; Oil shale; Stable isotope ratio; Isotope geochemistry; Diagenesis","score_opus":0.01814285059920816,"score_gpt":0.23045359638034862,"score_spread":0.21231074578114045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046201041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541825,0.0000046314226,0.0000057320644,0.00041690562,0.000088128436,0.0017313246,0.000032749005,0.000016897064,0.002285359],"genre_scores_gemma":[0.82317,0.000002116356,0.00013834673,0.0000031763893,0.000014503299,0.000007292862,0.000059844522,0.00001213584,0.17659259],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987981,0.000097639924,0.00022087895,0.00029461092,0.00035791853,0.00023090353],"domain_scores_gemma":[0.9990104,0.000049032584,0.00023729607,0.00034957964,0.0002540035,0.00009968718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020579819,0.00020525299,0.00037914576,0.00020684965,0.00031150278,0.000040754592,0.00035753683,0.00006595692,0.004840616],"category_scores_gemma":[0.000006555786,0.00018533833,0.00010716285,0.00024786248,0.00005405822,0.00006323237,0.00031532877,0.0002675193,0.0000136435265],"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":[0.00013348577,0.00038571405,0.36840957,0.00029741597,0.0001882347,0.000038873575,0.6232613,0.00002030891,0.00044058263,0.000058944086,0.0013953084,0.0053702774],"study_design_scores_gemma":[0.00083227304,0.00022892823,0.2213859,0.00013014267,0.000106478656,0.0000025505292,0.77615684,0.00019641883,0.00030603659,0.000031632735,0.00043690315,0.00018589347],"about_ca_topic_score_codex":0.7786115,"about_ca_topic_score_gemma":0.95004356,"teacher_disagreement_score":0.17430723,"about_ca_system_score_codex":0.000023021496,"about_ca_system_score_gemma":0.00012608277,"threshold_uncertainty_score":0.9960691},"labels":[],"label_agreement":null},{"id":"W7046228462","doi":"","title":"Controls on Microplastics Accumulation in Stormwater Ponds","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Canada Excellence Research Chairs, Government of Canada","keywords":"Microplastics; Stormwater; Sediment; Surface runoff; Aquatic ecosystem; Total organic carbon; Urban runoff; Hydrology (agriculture)","score_opus":0.012600214360597715,"score_gpt":0.2433817499205847,"score_spread":0.23078153555998698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046228462","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":[0.9812198,0.000019096526,0.0000069372477,0.0006357691,0.00024898813,0.0003657735,0.00006610755,0.000016794043,0.017420717],"genre_scores_gemma":[0.42863736,0.000004529173,0.000054518994,0.0000037353016,0.00003942929,8.526411e-7,0.0006204119,0.000013187121,0.57062596],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99901533,0.000040576713,0.00013293241,0.00029740963,0.00028532383,0.00022841909],"domain_scores_gemma":[0.9994833,0.00005649234,0.00009961782,0.00020600607,0.00009717639,0.000057443143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009791718,0.00018816565,0.0002781895,0.00044725314,0.0000579329,0.0000340845,0.00021453947,0.00012139783,0.032859698],"category_scores_gemma":[0.0000032158937,0.00020362157,0.00011842733,0.00016648135,0.00002946388,0.000028642902,0.000053796688,0.0003352091,0.00030556624],"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":[0.0044499123,0.0017557989,0.02319239,0.0024921303,0.0011620979,0.00033911495,0.33106455,0.0009639445,0.25627676,0.014061322,0.09926801,0.26497394],"study_design_scores_gemma":[0.012708924,0.0018535705,0.14467801,0.0034264973,0.00094777945,9.346317e-7,0.6890671,0.022311369,0.02168652,0.0019512378,0.09843692,0.002931116],"about_ca_topic_score_codex":0.034637317,"about_ca_topic_score_gemma":0.042418085,"teacher_disagreement_score":0.55320525,"about_ca_system_score_codex":0.000029950043,"about_ca_system_score_gemma":0.000096117496,"threshold_uncertainty_score":0.9750553},"labels":[],"label_agreement":null},{"id":"W7046280268","doi":"","title":"Cost-effectiveness of wetlands as a nature-based solution to buffer phosphorus in Canadian landscapes","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Wetland; Total cost; Cost–benefit analysis; Surface runoff; Phosphorus; Opportunity cost","score_opus":0.009937000227771747,"score_gpt":0.23455579712073638,"score_spread":0.22461879689296463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046280268","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":[0.66225517,0.00012597353,0.00008457795,0.0033898745,0.0003850345,0.0034872675,0.0009023974,0.00012305722,0.32924664],"genre_scores_gemma":[0.31736842,0.000009766372,0.000082310486,0.000008059952,0.000025324121,0.000005194841,0.0001064964,0.0000834255,0.682311],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990014,0.00008272677,0.00007320438,0.00026688958,0.00023418652,0.0003416273],"domain_scores_gemma":[0.99936754,0.000056701127,0.00007359957,0.00024569023,0.00006689485,0.0001895625],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022529092,0.00015875566,0.00032527017,0.0007856457,0.00003991641,0.000008383443,0.00027339134,0.00018234231,0.029496578],"category_scores_gemma":[0.0000077985305,0.00018107145,0.0000893637,0.00037534087,0.000041955005,0.00001100094,0.000088095134,0.00022445586,0.00012003036],"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":[0.00142206,0.00074138783,0.42684335,0.0016396042,0.00069998286,0.0002456882,0.012269087,0.00032065064,0.005106914,0.0039488818,0.44893056,0.09783182],"study_design_scores_gemma":[0.0074912785,0.0007503501,0.1488271,0.003447602,0.00017665242,3.828187e-7,0.01928006,0.0017644648,0.004905607,0.000084330735,0.81201416,0.0012580104],"about_ca_topic_score_codex":0.98628026,"about_ca_topic_score_gemma":0.9813677,"teacher_disagreement_score":0.3630836,"about_ca_system_score_codex":0.00005699466,"about_ca_system_score_gemma":0.00036559257,"threshold_uncertainty_score":0.9713906},"labels":[],"label_agreement":null},{"id":"W7046373149","doi":"","title":"Characterization of Eukaryotic Translation Initiation Factor 5A-2 (eIF5A-2) in &lt;i&gt;Arabidopsis thaliana&lt;/i&gt;: Effects of Wounding and Pathogen Attack","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Translation (biology); Pathogen; Eukaryotic initiation factor; Gene isoform; Signal transduction; Initiation factor; Messenger RNA; Eukaryotic translation; Programmed cell death; Virulence factor","score_opus":0.011007906646422858,"score_gpt":0.21493471571968242,"score_spread":0.20392680907325955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046373149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99713784,0.00006031041,0.00010323369,0.000102282225,0.00009985097,0.0007948672,0.00020366584,0.000010124645,0.0014878293],"genre_scores_gemma":[0.9681965,0.00006274082,0.00019532243,0.0000010659029,0.000028040437,0.0000026080922,0.0031489895,0.000019626264,0.02834509],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99865186,0.00013236587,0.00030080214,0.0003107019,0.000389437,0.00021481175],"domain_scores_gemma":[0.9989347,0.00010054968,0.00051690306,0.0001993252,0.00019201452,0.000056492925],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013757401,0.0002247109,0.00047750486,0.00056582433,0.00007235904,0.000016586002,0.00017405597,0.00017299241,0.0021501735],"category_scores_gemma":[0.0000074057803,0.0002761252,0.00012214498,0.00033502467,0.00006196761,0.00013671514,0.000033543005,0.00014226935,0.0000036623242],"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":[0.00012605777,0.00017466226,0.014667272,0.0013581995,0.000068958485,0.0000043703835,0.021627592,0.000011277176,0.9279653,0.00018327076,0.000038310027,0.03377472],"study_design_scores_gemma":[0.0022906282,0.00027471996,0.931263,0.0009149929,0.00024536374,1.9592886e-7,0.0053662644,0.0012700208,0.057489578,0.00005306426,0.00040463702,0.00042753032],"about_ca_topic_score_codex":0.0057510706,"about_ca_topic_score_gemma":0.010423045,"teacher_disagreement_score":0.91659576,"about_ca_system_score_codex":0.000024179113,"about_ca_system_score_gemma":0.00009075777,"threshold_uncertainty_score":0.99996907},"labels":[],"label_agreement":null},{"id":"W7046382729","doi":"","title":"Development of Porous Rubber Pavement for the Canadian Climate","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Natural rubber; Crumb rubber; Porosity; Material properties; Polyurethane; Aggregate (composite); Climate zones","score_opus":0.016187621015327912,"score_gpt":0.22978100957094894,"score_spread":0.21359338855562102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046382729","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":[0.9892602,0.000018544308,0.000012404744,0.0013132327,0.0002431249,0.0010625019,0.00023367854,0.000012657684,0.007843685],"genre_scores_gemma":[0.06990582,0.00001754232,0.0016513143,0.0000062262375,0.000035697358,0.000009624553,0.0016373694,0.000024102294,0.92671233],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990722,0.000014532304,0.00014134371,0.00018840244,0.00027695613,0.00030655906],"domain_scores_gemma":[0.9992603,0.000051326384,0.00016889916,0.00022246335,0.00020755088,0.00008945388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002228257,0.00013297546,0.00020781388,0.00018667858,0.0003942033,0.000015658612,0.0003465387,0.00006539043,0.015755657],"category_scores_gemma":[0.0000020502903,0.000124395,0.00010674872,0.00012410781,0.00003840257,0.0000111284935,0.0000676044,0.000106300875,0.000046939644],"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":[0.00021640904,0.00018111424,0.002623481,0.0011811235,0.0010658256,0.000009620779,0.24514155,0.0000239578,0.004701784,0.0038995415,0.03632172,0.7046339],"study_design_scores_gemma":[0.0015043244,0.00012569933,0.038909666,0.00028566597,0.00030251322,6.9235135e-8,0.8059534,0.00049994065,0.0057596345,0.000103439845,0.14604355,0.00051212177],"about_ca_topic_score_codex":0.79723907,"about_ca_topic_score_gemma":0.97680247,"teacher_disagreement_score":0.9193544,"about_ca_system_score_codex":0.000032345095,"about_ca_system_score_gemma":0.00060078147,"threshold_uncertainty_score":0.9851441},"labels":[],"label_agreement":null},{"id":"W7046387391","doi":"","title":"Deep Learning for Object Relationships: Applications to Road Safety and Bin Picking","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Minimum bounding box; Object (grammar); Clutter; GRASP; Task (project management); Object detection; Architecture; Lift (data mining)","score_opus":0.013373953369743693,"score_gpt":0.24363135850677742,"score_spread":0.23025740513703372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046387391","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":[0.9439592,0.0003093182,0.010621281,0.0033582891,0.00019163513,0.0035571116,0.00009744604,0.00010963224,0.037796125],"genre_scores_gemma":[0.10267335,0.000029225506,0.0021962037,0.000003033118,0.000067788234,0.000016298569,0.0010811171,0.000023533285,0.89390945],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991712,0.00004202217,0.000115372655,0.00032500632,0.00016235189,0.00018406997],"domain_scores_gemma":[0.99941707,0.000097102005,0.00009212946,0.00016225003,0.00013972711,0.00009174072],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018293377,0.000140005,0.00020560763,0.00028493808,0.00039850362,0.00004291003,0.00016362628,0.00008336168,0.0044664755],"category_scores_gemma":[0.000009683494,0.00016953633,0.00009461592,0.0002284199,0.00002657288,0.00002785165,0.00008134928,0.00030309582,0.00006258783],"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":[0.00026220945,0.00008501428,0.00442143,0.00091032695,0.00029121074,0.0000024196177,0.13494517,0.00039853383,0.00316921,0.008868212,0.0023647116,0.84428155],"study_design_scores_gemma":[0.0012104897,0.00028206361,0.03689619,0.00048968685,0.0004905864,3.6806222e-7,0.7528896,0.009989827,0.00036057597,0.00080982124,0.19584693,0.0007338726],"about_ca_topic_score_codex":0.017662792,"about_ca_topic_score_gemma":0.02223797,"teacher_disagreement_score":0.8561133,"about_ca_system_score_codex":0.000016383126,"about_ca_system_score_gemma":0.00006549223,"threshold_uncertainty_score":0.99644357},"labels":[],"label_agreement":null},{"id":"W7046446749","doi":"","title":"DEVELOPMENT OF HIGH MODULUS ASPHALT CONCRETE MIX DESIGN TECHNOLOGY FOR USE ON ONTARIO’S HIGHWAYS","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Asphalt; Rut; Service life; Cracking; Truck; Fatigue cracking; Ultimate tensile strength; Asphalt pavement; Axle; Axle load","score_opus":0.019683839607022004,"score_gpt":0.2153071463746981,"score_spread":0.19562330676767611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046446749","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":[0.99604785,0.000007868664,0.0009950041,0.0002450765,0.00022816227,0.0012443474,0.00008960136,0.000029879071,0.0011121789],"genre_scores_gemma":[0.16474727,0.000004132072,0.04760502,0.0000039368033,0.000014782831,0.000008627748,0.001023656,0.000026192654,0.7865664],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987555,0.000031507127,0.00020240778,0.00039343067,0.0003132169,0.00030393788],"domain_scores_gemma":[0.9987934,0.00008541756,0.00033293143,0.00037665176,0.0003453731,0.000066185756],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013764907,0.00023985148,0.000489433,0.00042124293,0.00013503323,0.000014019801,0.0004295688,0.00020935132,0.01012325],"category_scores_gemma":[0.000004920871,0.00027378826,0.00012807766,0.00014173215,0.00006130654,0.000036850233,0.00009217502,0.00023101647,0.000046567915],"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":[0.006768928,0.0006204244,0.00387479,0.0020187495,0.002598035,0.000029891442,0.18802847,0.00022510717,0.14949499,0.027701946,0.041691516,0.57694715],"study_design_scores_gemma":[0.016805429,0.003977156,0.019053303,0.0018977529,0.0009986998,7.550549e-7,0.34739664,0.003728339,0.48105335,0.0008580617,0.12133317,0.0028973408],"about_ca_topic_score_codex":0.2026372,"about_ca_topic_score_gemma":0.10528427,"teacher_disagreement_score":0.8313006,"about_ca_system_score_codex":0.00006050562,"about_ca_system_score_gemma":0.0006361484,"threshold_uncertainty_score":0.99997145},"labels":[],"label_agreement":null},{"id":"W7046468950","doi":"","title":"Design and Development of Microneedle Pads for Automated External Defibrillators (AEDs)","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Software portability; Electrical conductor; Battery (electricity); Key (lock); Electrical impedance; Electrode","score_opus":0.012949658447131106,"score_gpt":0.2306792228213692,"score_spread":0.2177295643742381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046468950","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":[0.9971251,0.00012811643,0.001010945,0.00008192214,0.00009939454,0.0006074741,0.000037321544,0.000036728798,0.0008730109],"genre_scores_gemma":[0.15579668,0.000029632238,0.092034005,0.0000021906687,0.000044259046,0.00000596801,0.0006899871,0.00005014372,0.7513471],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9992016,0.00002493043,0.00013619328,0.0002517496,0.00019577473,0.00018976037],"domain_scores_gemma":[0.9994667,0.00004944416,0.00014654815,0.00012663828,0.00014433188,0.000066304165],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013789459,0.00016602101,0.0002915487,0.00022686791,0.00010166937,0.000020189496,0.00015550054,0.0000860945,0.004268716],"category_scores_gemma":[0.00000143242,0.0001845638,0.00007343337,0.000093499286,0.000045350767,0.000020869502,0.00007720989,0.00008750327,0.000015972588],"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":[0.0008374642,0.00020791702,0.0014000625,0.0037136013,0.0010219966,0.00000900874,0.20306784,0.00006822373,0.36867753,0.0007803971,0.023835514,0.39638045],"study_design_scores_gemma":[0.005376054,0.00088322116,0.014929645,0.0026354436,0.00091945304,0.0000020121145,0.5472827,0.023220325,0.36663008,0.00046928934,0.03581242,0.0018393731],"about_ca_topic_score_codex":0.006266045,"about_ca_topic_score_gemma":0.0012306852,"teacher_disagreement_score":0.8413284,"about_ca_system_score_codex":0.000011813192,"about_ca_system_score_gemma":0.0002360974,"threshold_uncertainty_score":0.9966415},"labels":[],"label_agreement":null},{"id":"W7046565608","doi":"","title":"Deep Representation Learning and Prediction for Forest Wildfires","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Deep learning; Representation (politics); Key (lock); Climate change; Convolutional neural network; Variety (cybernetics); Relation (database); Government (linguistics)","score_opus":0.008083914517641967,"score_gpt":0.22667369920124994,"score_spread":0.21858978468360798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046565608","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":[0.9920119,0.000034363577,0.0002844388,0.0002576138,0.00012617621,0.00068899355,0.000028150565,0.00001820028,0.006550179],"genre_scores_gemma":[0.32451585,0.000036303612,0.00045789545,0.0000010435223,0.00004970786,0.0000030366461,0.001894303,0.000013587325,0.6730283],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99927384,0.000031672582,0.000089324945,0.00026716263,0.00018431102,0.00015371562],"domain_scores_gemma":[0.99946225,0.00006706709,0.0001645722,0.000121613804,0.0001365435,0.000047961836],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008070721,0.00011937612,0.00019497352,0.0001510524,0.00016501558,0.00002494829,0.00010495315,0.00008359715,0.005759498],"category_scores_gemma":[0.000007415752,0.00014342825,0.00008702543,0.00007440955,0.000032574877,0.000049501938,0.000042569027,0.00014453707,0.000011087696],"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":[0.0010888311,0.00018527819,0.3438566,0.0012408617,0.000459942,0.000003237028,0.08729922,0.0003974876,0.013744341,0.0020992514,0.0062794704,0.54334545],"study_design_scores_gemma":[0.0033929523,0.000706595,0.26668954,0.00029399712,0.00038663126,3.420304e-7,0.66510564,0.047631647,0.0010211578,0.00043924854,0.013832638,0.00049959007],"about_ca_topic_score_codex":0.043000966,"about_ca_topic_score_gemma":0.009882563,"teacher_disagreement_score":0.667496,"about_ca_system_score_codex":0.000007164378,"about_ca_system_score_gemma":0.00004297499,"threshold_uncertainty_score":0.9951494},"labels":[],"label_agreement":null},{"id":"W7046604553","doi":"","title":"Development of a Framework to Evaluate Asphalt Binder and Plant Produced Asphalt Mixes for Acceptance in Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Asphalt; Asphalt pavement; Aggregate (composite); Asphalt concrete; Rut","score_opus":0.014355622663108391,"score_gpt":0.24205283545021142,"score_spread":0.22769721278710303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046604553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973805,0.00004142495,0.000016103031,0.0006184392,0.00013202637,0.0010724808,0.00019063338,0.0000034122675,0.00054497033],"genre_scores_gemma":[0.69119316,0.00001721696,0.020499138,0.000028592574,0.00003242529,0.00005947615,0.0015642445,0.000040570314,0.2865652],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987426,0.000040398736,0.00018542333,0.00034778193,0.00042440442,0.0002594324],"domain_scores_gemma":[0.9993226,0.00007283139,0.00018535244,0.00019200734,0.00013604898,0.00009118675],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020975662,0.0001628167,0.0003380376,0.00019931998,0.00012976857,0.000008206413,0.00028827888,0.000045933757,0.017071329],"category_scores_gemma":[0.000011339393,0.00019265858,0.00004199682,0.00020754847,0.000015052837,0.000019264193,0.00012872102,0.00018565667,0.0000012394448],"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":[0.0021996715,0.00042051173,0.030241305,0.0024028937,0.00057754933,0.000022031703,0.28071538,0.00011122092,0.023846727,0.0009904706,0.010950122,0.64752215],"study_design_scores_gemma":[0.002794842,0.0003002985,0.14425947,0.0007308765,0.00015165374,2.353233e-7,0.7880447,0.00053779257,0.029052444,0.00018843202,0.033040017,0.00089925004],"about_ca_topic_score_codex":0.91460735,"about_ca_topic_score_gemma":0.981433,"teacher_disagreement_score":0.6466229,"about_ca_system_score_codex":0.00008426536,"about_ca_system_score_gemma":0.0017903518,"threshold_uncertainty_score":0.9838272},"labels":[],"label_agreement":null},{"id":"W7046678521","doi":"","title":"The Development of an \\nAverage, Anatomically Based, Young Adult, GRIN \\nEye Model","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Refractive error; Cornea; Refractive index; Lens (geology); Corneal topography; Spherical aberration; Zernike polynomials; Surface (topology); Development (topology)","score_opus":0.006505180216640362,"score_gpt":0.21149211368710188,"score_spread":0.2049869334704615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046678521","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":[0.9808336,0.000008087915,0.0003181017,0.0002064261,0.000059324517,0.00035067645,0.000060264283,0.000013701845,0.018149821],"genre_scores_gemma":[0.27442625,0.000004909202,0.009154045,0.0000035460441,0.000027936032,0.0000027751864,0.0016245171,0.000024022691,0.714732],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99866426,0.0000536303,0.00022360736,0.00029449846,0.0004889631,0.00027502314],"domain_scores_gemma":[0.9988447,0.00003606872,0.00026712252,0.00036793354,0.00039315198,0.00009103056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017661754,0.00020440685,0.00027103946,0.0001551653,0.00031146855,0.000027569877,0.00058364525,0.000099878074,0.004184275],"category_scores_gemma":[0.000002723832,0.00019471445,0.0001345916,0.00013545585,0.00007445043,0.000039753708,0.000084615334,0.00022062361,0.000012450622],"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":[0.0021549799,0.002174662,0.012944774,0.0012009953,0.00083954434,0.000027052465,0.11467019,0.00370889,0.045701284,0.009243707,0.019491268,0.78784263],"study_design_scores_gemma":[0.0077114874,0.0005019461,0.079595044,0.00076808356,0.0005161967,3.831295e-7,0.4459847,0.39490223,0.059050348,0.0009961877,0.0076564224,0.0023169678],"about_ca_topic_score_codex":0.074000634,"about_ca_topic_score_gemma":0.23258336,"teacher_disagreement_score":0.7855257,"about_ca_system_score_codex":0.000022091723,"about_ca_system_score_gemma":0.00046921062,"threshold_uncertainty_score":0.99672604},"labels":[],"label_agreement":null},{"id":"W7046755192","doi":"","title":"Energy Management Systems for Multi-Microgrid Networks Under Uncertainties","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Renewable energy; Electric power system; Electricity; Wind power; Grid; Electricity generation; Energy storage; Power (physics); Energy management; Energy supply","score_opus":0.01719990852707719,"score_gpt":0.23320724776960652,"score_spread":0.21600733924252932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046755192","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":[0.9096669,0.0022565606,0.034187213,0.0027103552,0.0078045083,0.008073545,0.0009543742,0.0005968165,0.03374976],"genre_scores_gemma":[0.011649519,0.0002670439,0.0004641299,0.000003961241,0.0000931747,0.000013259611,0.0022169978,0.000033479457,0.98525846],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99884146,0.000039828035,0.00014591747,0.00036410714,0.0002502019,0.00035850145],"domain_scores_gemma":[0.9992027,0.00004576797,0.00019015439,0.00028759247,0.00019456798,0.000079213685],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000117753014,0.00022599625,0.00033640288,0.0002698597,0.00020721406,0.000049424605,0.00038736805,0.00011959325,0.0043259435],"category_scores_gemma":[5.8569157e-7,0.0002615671,0.00021042279,0.00018404267,0.000048486923,0.00002253871,0.00012236957,0.00012544401,0.000025735862],"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":[0.0010280089,0.00077674416,0.0011793735,0.0040509733,0.0043489914,0.000055127137,0.033123713,0.010566686,0.0011532559,0.0530509,0.38532907,0.5053372],"study_design_scores_gemma":[0.0027179003,0.00017994098,0.003059368,0.0005406224,0.00048142366,1.3476244e-7,0.82738054,0.077477664,0.00015172806,0.00012803069,0.087130345,0.00075227406],"about_ca_topic_score_codex":0.16354035,"about_ca_topic_score_gemma":0.031521555,"teacher_disagreement_score":0.9515087,"about_ca_system_score_codex":0.000022073538,"about_ca_system_score_gemma":0.00004765005,"threshold_uncertainty_score":0.99998367},"labels":[],"label_agreement":null},{"id":"W7046796703","doi":"","title":"Diversity of Viral Communities in a Northern Temperate Lake through Metagenomics","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Metagenomics; Genome; Human virome; Gene; Host (biology); KEGG; Temperate climate; Horizontal gene transfer; Microbiome; Clade","score_opus":0.01898155458498281,"score_gpt":0.22709327986944888,"score_spread":0.2081117252844661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046796703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930517,0.00001713785,0.0000027740177,0.00015222668,0.000092278664,0.00030398084,0.000211362,0.000016167563,0.0061523654],"genre_scores_gemma":[0.5837156,0.00005999696,0.00013647637,0.000002463419,0.000014800465,7.311286e-7,0.001276386,0.000016433743,0.4147771],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99903256,0.00010528096,0.00016077714,0.00018030537,0.00028748755,0.00023356633],"domain_scores_gemma":[0.9991727,0.000058856745,0.00021744579,0.00033056198,0.00018035225,0.000040114697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017292521,0.00018111218,0.0004309064,0.00025128838,0.00030071134,0.000010054609,0.0005598778,0.000097705,0.013476475],"category_scores_gemma":[0.000002264002,0.0002193431,0.00017112753,0.00022359638,0.000116487936,0.00005312036,0.00067867845,0.00029254533,0.000039344897],"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":[0.00041986947,0.0003492695,0.28132904,0.00058520335,0.0004879226,0.000021815553,0.7011291,0.00011340707,0.0019361806,0.0007716877,0.0012548278,0.011601712],"study_design_scores_gemma":[0.0012385111,0.00012275511,0.08075743,0.00017532025,0.0001368574,5.4404264e-8,0.91445154,0.00014884997,0.0007228208,0.00031948843,0.0016193144,0.00030708418],"about_ca_topic_score_codex":0.5979271,"about_ca_topic_score_gemma":0.9056067,"teacher_disagreement_score":0.4093361,"about_ca_system_score_codex":0.000015286121,"about_ca_system_score_gemma":0.000110354566,"threshold_uncertainty_score":0.9874253},"labels":[],"label_agreement":null},{"id":"W7046825685","doi":"","title":"Evaluating Deep Learning-based Vulnerability Detection Models on Realistic Datasets","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Vulnerability (computing); Software; Source code; Code (set theory); Vulnerability assessment; Software bug","score_opus":0.03402689191305869,"score_gpt":0.29285471526006823,"score_spread":0.25882782334700954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046825685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99442387,0.000005709297,0.0004251245,0.00021862313,0.00017742961,0.0005872023,0.00026330497,0.00008063744,0.0038180754],"genre_scores_gemma":[0.653407,0.0000048104007,0.00026960383,0.0000040944665,0.000060311486,0.0000057691304,0.011955278,0.000036948408,0.3342562],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981801,0.0002539121,0.00016247314,0.0005035434,0.00061099505,0.00028896084],"domain_scores_gemma":[0.99877983,0.00020089217,0.0002571124,0.00044185462,0.0002190534,0.00010122889],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048845063,0.00022718387,0.00030676054,0.0002934572,0.00036879638,0.000031864012,0.0003195122,0.00012490191,0.017090531],"category_scores_gemma":[0.000041120747,0.00027160492,0.00014889437,0.0002642648,0.000052390056,0.00003942288,0.00007262448,0.00051810447,0.00012770311],"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":[0.0016691526,0.00046200157,0.0003942753,0.00090809085,0.00025266863,0.000022772967,0.022070492,0.09502849,0.0088697765,0.00028337975,0.002717415,0.8673215],"study_design_scores_gemma":[0.0022003176,0.0011015615,0.008576356,0.00037027858,0.00035443562,9.991237e-8,0.12285422,0.85878277,0.0033299322,0.000892465,0.0008032169,0.0007343449],"about_ca_topic_score_codex":0.15145169,"about_ca_topic_score_gemma":0.073275365,"teacher_disagreement_score":0.86658716,"about_ca_system_score_codex":0.000037314443,"about_ca_system_score_gemma":0.00012049493,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W7046876487","doi":"","title":"Exploring the impacts of precarious work and family caregiving on the health of African immigrant women amidst the COVID-19 pandemic in Ontario, Canada.","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Public Health Ontario","funders":"","keywords":"Immigration; Pandemic; Population; Affect (linguistics); Health care; Health equity; Ethnic group; Work (physics); Toll","score_opus":0.03517310468736622,"score_gpt":0.23054127097575486,"score_spread":0.19536816628838863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046876487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99414885,0.000047654994,6.286121e-7,0.004650977,0.00008397515,0.0006148324,0.000049487087,0.000006380518,0.00039723274],"genre_scores_gemma":[0.9511554,0.00006505055,0.0000027552749,0.000024380499,0.000008214045,0.000007367412,0.00004570681,0.000010312189,0.048680782],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871206,0.00017371676,0.00017665967,0.00020988208,0.00040981924,0.00031784148],"domain_scores_gemma":[0.9987083,0.00045725796,0.000310493,0.000349347,0.000067791414,0.00010683192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005717092,0.00015948474,0.00033541676,0.00014007674,0.00025147508,0.000014089508,0.00045728128,0.00003142897,0.0007220551],"category_scores_gemma":[0.000018878538,0.00010454731,0.000062696294,0.00034559643,0.00011612764,0.000018986138,0.0001238108,0.00040552102,4.6556738e-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":[0.00034203584,0.00004413941,0.11576732,0.00024154679,0.0001607223,0.000004441654,0.86311907,0.000087639586,0.00031190508,0.0002005628,0.002860167,0.016860424],"study_design_scores_gemma":[0.00028465825,0.00009858724,0.35892394,0.00014137728,0.000015249923,5.4262294e-8,0.6387328,0.000010026158,0.000019730955,0.000018767829,0.001673144,0.00008165939],"about_ca_topic_score_codex":0.999534,"about_ca_topic_score_gemma":0.99966705,"teacher_disagreement_score":0.24315663,"about_ca_system_score_codex":0.00032872285,"about_ca_system_score_gemma":0.0019987617,"threshold_uncertainty_score":0.79059964},"labels":[],"label_agreement":null},{"id":"W7047101036","doi":"","title":"Evaluating Aerial Ku-Band Radar Altimetry over Landfast First-Year Sea Ice","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Eurostars; Environment and Climate Change Canada; European Space Agency","keywords":"Snow; Altimeter; Sea ice; Elevation (ballistics); Snowpack; Radar; Arctic ice pack; Cryosphere","score_opus":0.013414469429846742,"score_gpt":0.2533797072757356,"score_spread":0.23996523784588886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047101036","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":[0.9684692,0.000025381265,0.0000107148735,0.00043620565,0.00039877882,0.0005920177,0.00018218775,0.000022231327,0.029863307],"genre_scores_gemma":[0.12552902,0.000019098667,0.00090179173,0.000005291778,0.00021386509,0.0000012373921,0.0017059203,0.000033048676,0.87159073],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983063,0.00008482281,0.00015853171,0.00043945014,0.00065533916,0.00035560905],"domain_scores_gemma":[0.99889654,0.00008888475,0.00026956832,0.0004137795,0.00021564456,0.00011560564],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024197545,0.00026169108,0.0004208363,0.00023333624,0.00023093779,0.000047935926,0.00043558484,0.00016173575,0.16428204],"category_scores_gemma":[0.000007210474,0.0003014605,0.00020762083,0.00019523021,0.00005001827,0.00006141628,0.00011759595,0.00033719695,0.00034448472],"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":[0.0071318126,0.0018045927,0.18713403,0.005144833,0.003089525,0.00008786848,0.18338713,0.00023132778,0.10795824,0.0022975758,0.23916315,0.26256993],"study_design_scores_gemma":[0.029230792,0.0024262131,0.14384843,0.0020402307,0.001977271,0.0000015212879,0.6815316,0.008452514,0.022550302,0.00030195105,0.10357528,0.0040639145],"about_ca_topic_score_codex":0.12064851,"about_ca_topic_score_gemma":0.015061525,"teacher_disagreement_score":0.84294015,"about_ca_system_score_codex":0.000024127183,"about_ca_system_score_gemma":0.00021160969,"threshold_uncertainty_score":0.99994373},"labels":[],"label_agreement":null},{"id":"W7047161279","doi":"","title":"Evaluation of the Potential Impacts of Submerging the Oxidized Tailings and Adding a Cover Layer at Mine Principale","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Tailings; Hazardous waste; Dissolution; Extraction (chemistry); Groundwater; Water table; Aquifer","score_opus":0.01364929059751395,"score_gpt":0.23182267024385902,"score_spread":0.2181733796463451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047161279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99868023,0.0002884749,0.0000013894654,0.0002696596,0.00021090581,0.0002565262,0.000032227086,0.000012675886,0.00024792054],"genre_scores_gemma":[0.9822017,0.000009692576,0.00005727191,0.0000015162141,0.000026256888,6.884245e-7,0.000068155314,0.000013268455,0.017621458],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9991279,0.00007941539,0.00012491673,0.00019643012,0.0003331431,0.00013817956],"domain_scores_gemma":[0.9991658,0.000034188,0.00027486013,0.00024519832,0.00025882444,0.000021151558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004850167,0.00013611965,0.00026007215,0.000108740096,0.00013617762,0.000007828808,0.00021545631,0.00011231952,0.00022456305],"category_scores_gemma":[0.000017566663,0.00010160998,0.00016099367,0.00017053894,0.00011684924,0.000080479804,0.00010624503,0.00019411997,0.00000471652],"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":[0.00011456592,0.000098421006,0.01632206,0.0005825294,0.0012525574,0.0000023370803,0.20086251,0.0003608523,0.7750036,0.0011942141,0.00030890934,0.0038974385],"study_design_scores_gemma":[0.0017742284,0.000075097465,0.008379877,0.0007591733,0.0032839852,0.0000033849178,0.7727743,0.0029228022,0.20872436,0.00080633094,0.00019051401,0.00030595798],"about_ca_topic_score_codex":0.032412633,"about_ca_topic_score_gemma":0.007250144,"teacher_disagreement_score":0.57191175,"about_ca_system_score_codex":0.00004033497,"about_ca_system_score_gemma":0.00009815717,"threshold_uncertainty_score":0.9740306},"labels":[],"label_agreement":null},{"id":"W7047213903","doi":"","title":"Evaluation of feasibility and potential impact of a clinical innovative software tool to support pharmacists to prescribe for minor ailments","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"University of Waterloo","funders":"Mitacs","keywords":"Workflow; Minor (academic); Workload; Pharmacy; Service (business); Software; Clinical decision support system; Clinical pharmacy","score_opus":0.0752580616254714,"score_gpt":0.3894174797221201,"score_spread":0.3141594180966487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047213903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957183,0.0000029366972,0.00011531827,0.00008423839,0.00013838836,0.0026169296,0.0011067424,0.0000084438625,0.00020871857],"genre_scores_gemma":[0.9008535,0.000002974375,0.0016933286,0.0000029736716,0.00004003709,0.000012375311,0.0014115945,0.000017305874,0.09596588],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981398,0.00013374945,0.00037442765,0.00039613844,0.0007460283,0.00020982833],"domain_scores_gemma":[0.9967876,0.000083756255,0.00037618104,0.00026200438,0.0023685964,0.00012187184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013578396,0.00017277504,0.0005091454,0.000294958,0.00005853789,0.00001061593,0.00024634507,0.00009077575,0.009486214],"category_scores_gemma":[0.00014220476,0.00018769433,0.0002331377,0.00034488144,0.000050570397,0.0000423377,0.00015794074,0.0001185544,0.00000875399],"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":[0.0041933223,0.0008234354,0.07794294,0.0007812759,0.0011505884,0.0000032372773,0.031899277,0.00010305707,0.015852429,0.00002143526,0.025223427,0.84200555],"study_design_scores_gemma":[0.0085551245,0.0037853254,0.9359327,0.0002574974,0.0010544967,1.9606516e-7,0.042504407,0.0014627853,0.005491595,0.00023039829,0.00021245406,0.0005130448],"about_ca_topic_score_codex":0.014483922,"about_ca_topic_score_gemma":0.0020407345,"teacher_disagreement_score":0.8579897,"about_ca_system_score_codex":0.000033594868,"about_ca_system_score_gemma":0.00064278045,"threshold_uncertainty_score":0.9920787},"labels":[],"label_agreement":null},{"id":"W7047214016","doi":"","title":"Experimental Analysis and Modeling Investigation of Precipitation Kinetics and Hardening in two Al-Zn-Mg-Cu Alloys","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; Ontario Advanced Manufacturing Consortium; University of Waterloo; Ontario Centres of Excellence","keywords":"Nucleation; Alloy; Precipitation hardening; Precipitation; Hardening (computing); Quenching (fluorescence)","score_opus":0.01828577957254333,"score_gpt":0.248610906341689,"score_spread":0.23032512676914568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047214016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995241,0.00008146954,0.00007827489,0.000087736385,0.000051607174,0.000105026396,0.000015073682,0.000025454705,0.00003124797],"genre_scores_gemma":[0.9954374,0.000010898394,0.0015366672,0.0000016711857,0.000009947913,7.3672095e-7,0.0004970395,0.00001341239,0.0024922292],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993499,0.000036720114,0.00013738546,0.00025680652,0.00010441392,0.00011479625],"domain_scores_gemma":[0.99959964,0.000031008,0.0001521089,0.000115316056,0.00006893986,0.000032971853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093148934,0.0001307366,0.0003174259,0.0005532624,0.000056503985,0.000010460851,0.000083183535,0.000082840015,0.000021087646],"category_scores_gemma":[0.000004207869,0.00016769483,0.00006425008,0.00033908273,0.00006222432,0.00012900199,0.000043180957,0.00013986386,9.853047e-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":[0.000045624114,0.00007338829,0.3354966,0.00019596709,0.0009775105,0.000004458741,0.3484179,0.00353351,0.30742732,0.0006907354,0.000018804836,0.003118187],"study_design_scores_gemma":[0.00079698977,0.00007150841,0.016301915,0.00018986559,0.0006197613,2.443355e-7,0.91847783,0.03152685,0.031135991,0.0006293897,0.0000013788276,0.0002482977],"about_ca_topic_score_codex":0.08720955,"about_ca_topic_score_gemma":0.02694448,"teacher_disagreement_score":0.5700599,"about_ca_system_score_codex":0.000016683416,"about_ca_system_score_gemma":0.000016577653,"threshold_uncertainty_score":0.9908112},"labels":[],"label_agreement":null},{"id":"W7047239482","doi":"","title":"End-to-End Multiview Gesture Recognition for Autonomous Car Parking System","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Gesture; Gesture recognition; Leverage (statistics); Classifier (UML); Sketch recognition; Deep learning","score_opus":0.014288883531472486,"score_gpt":0.23076247075041198,"score_spread":0.2164735872189395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047239482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911661,0.000032783268,0.0043502515,0.00014728111,0.00036197106,0.0013858847,0.0008941628,0.000049298313,0.0016122665],"genre_scores_gemma":[0.8705017,0.0000025490535,0.002512832,0.0000029358814,0.00023101675,0.000009715851,0.0030829087,0.000040346884,0.12361599],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998537,0.00006561337,0.00016030723,0.00051903835,0.0002626928,0.0004553589],"domain_scores_gemma":[0.9989036,0.000101134465,0.00027160713,0.00029464756,0.00025889,0.00017013194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001287832,0.00030925643,0.00058700354,0.00018092027,0.00024969786,0.00003872554,0.00036316976,0.00016351332,0.00029083257],"category_scores_gemma":[0.000003903755,0.0003512415,0.00038638414,0.00014439336,0.000040166775,0.00018040437,0.000070138536,0.00034849922,0.00027326442],"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":[0.000977049,0.00036832696,0.0024997434,0.001930749,0.0010462743,0.000012828594,0.048686538,0.00026672138,0.008178029,0.0021372333,0.0013969308,0.9324996],"study_design_scores_gemma":[0.0056359954,0.0013812125,0.014863271,0.0053914865,0.0015944972,0.0000011245625,0.90939915,0.0041927523,0.037215956,0.0002880268,0.017293954,0.0027425876],"about_ca_topic_score_codex":0.011956367,"about_ca_topic_score_gemma":0.00083135156,"teacher_disagreement_score":0.929757,"about_ca_system_score_codex":0.00010199508,"about_ca_system_score_gemma":0.00019124222,"threshold_uncertainty_score":0.99989396},"labels":[],"label_agreement":null},{"id":"W7047263393","doi":"","title":"Feathered roots and migratory routes: Latin American immigrants and birds","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Place Attachment and Urban 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":"Population; Circumstantial evidence; Immigration; Work (physics); Filter (signal processing); Government (linguistics)","score_opus":0.016081954224277103,"score_gpt":0.2537523716260992,"score_spread":0.2376704174018221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047263393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951962,0.0012027457,2.4353784e-7,0.00093030505,0.000108957036,0.0001816651,0.000033572753,0.000048936876,0.0022973763],"genre_scores_gemma":[0.52051723,0.001465709,0.00022910348,0.000014783249,0.000045209934,4.2289798e-7,0.000058548183,0.000014646727,0.47765434],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999006,0.000096683616,0.000073337535,0.0002750103,0.00030901172,0.00023998781],"domain_scores_gemma":[0.9993605,0.000048789174,0.00020819464,0.000105826315,0.00013631342,0.00014039926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022910173,0.00017439426,0.0003870373,0.00014996261,0.00044970197,0.000031103806,0.00016298449,0.00014293166,0.000021916549],"category_scores_gemma":[0.000026574031,0.00019350175,0.000055885946,0.00018378886,0.00048059298,0.00017742105,0.000047520676,0.00012346802,0.000010238211],"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":[0.00017973955,0.000040785544,0.11283928,0.00008705658,0.0001811753,0.000018766776,0.863143,3.731546e-7,0.0004253094,0.00017090914,0.014902032,0.008011545],"study_design_scores_gemma":[0.00041411372,0.00008889178,0.14641145,0.00008418042,0.00013232032,1.2775669e-7,0.84763813,0.0000044680482,0.000020657231,0.00017285993,0.0047949967,0.00023780287],"about_ca_topic_score_codex":0.3439613,"about_ca_topic_score_gemma":0.79591024,"teacher_disagreement_score":0.47535697,"about_ca_system_score_codex":0.00006290978,"about_ca_system_score_gemma":0.00010754232,"threshold_uncertainty_score":0.7890772},"labels":[],"label_agreement":null},{"id":"W7047322073","doi":"","title":"Fall Risk Classification in Community-Dwelling Older Adults Using a Smart Wrist-Worn Device and the Resident Assessment System-Home Care (RAI-HC)","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"Public Health Ontario","funders":"University of Waterloo","keywords":"Wearable computer; Falls in older adults; Poison control; Ordered logit; Logistic regression; Geriatrics; Risk assessment; Fall prevention; Observational study; Odds","score_opus":0.016258294885610803,"score_gpt":0.24680606963453303,"score_spread":0.2305477747489222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047322073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804926,0.00034295316,0.000030040845,0.00009910306,0.0002570907,0.0005063679,0.000045535748,0.000045762696,0.0006238774],"genre_scores_gemma":[0.9953318,0.000051375577,0.00038701488,0.0000021839198,0.000047401878,0.0000032320163,0.00040898364,0.000026729414,0.0037412688],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985222,0.0005026392,0.00021045319,0.0003045855,0.00018736572,0.00027272143],"domain_scores_gemma":[0.99827677,0.00014621043,0.0006135101,0.00070631935,0.00020398617,0.00005322055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005766879,0.00026323023,0.0005247247,0.00024285294,0.0010776737,0.00006224076,0.0005363813,0.00025356328,0.000012977414],"category_scores_gemma":[0.000008436897,0.00025409972,0.00013445143,0.000113633636,0.00017981522,0.00023600218,0.000106870175,0.001028205,0.0000055193245],"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":[0.00017035368,0.00011084197,0.46564808,0.0013723911,0.00030419044,0.0000060018297,0.523773,0.00004528404,0.00016806349,0.0024296723,0.000022614267,0.00594951],"study_design_scores_gemma":[0.0016619071,0.000024896142,0.062298443,0.0014541642,0.00028669034,0.0000012614797,0.93236893,0.0014817766,0.000075047785,0.000057378827,0.000047322537,0.00024219604],"about_ca_topic_score_codex":0.73628855,"about_ca_topic_score_gemma":0.21812277,"teacher_disagreement_score":0.51816577,"about_ca_system_score_codex":0.00017378162,"about_ca_system_score_gemma":0.000100064106,"threshold_uncertainty_score":0.9999911},"labels":[],"label_agreement":null},{"id":"W7047326217","doi":"","title":"Evaluating Tire Pressure Control System to Improve Productivity and Mitigate Pavement Damage","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Natural Resources","keywords":"Limiting; Productivity; Work (physics); Quality (philosophy); Truck","score_opus":0.00691488463103554,"score_gpt":0.20774681463230604,"score_spread":0.2008319300012705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047326217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973314,0.00009639737,0.00001106491,0.00024692743,0.00018873274,0.00070290215,0.00013291341,0.000041752734,0.0012479456],"genre_scores_gemma":[0.8005267,0.0000019730803,0.00033529435,0.0000027472606,0.000117312666,0.0000034320174,0.00015395862,0.000020089414,0.1988385],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986972,0.00008951157,0.00012906245,0.00050408876,0.00026617575,0.00031396386],"domain_scores_gemma":[0.99912286,0.000021541991,0.00024670604,0.00031080018,0.00016245368,0.00013564675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017252997,0.0002587819,0.0004511807,0.00010505465,0.00030791663,0.000026079439,0.00019760909,0.00008518754,0.000047298035],"category_scores_gemma":[0.0000033868223,0.0002834588,0.00009123021,0.00009379912,0.000043102966,0.00011636917,0.000050476374,0.0002005253,0.000014848067],"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":[0.001140299,0.00061803113,0.011111139,0.0044759465,0.003096493,0.000046375844,0.47248548,0.0006146754,0.42352036,0.0028392186,0.003798991,0.07625299],"study_design_scores_gemma":[0.01730353,0.007159201,0.08478783,0.003759422,0.006530809,0.000009735514,0.7724592,0.019157445,0.07924677,0.00055885874,0.003934021,0.0050931415],"about_ca_topic_score_codex":0.014462655,"about_ca_topic_score_gemma":0.00067104364,"teacher_disagreement_score":0.34427357,"about_ca_system_score_codex":0.000040452403,"about_ca_system_score_gemma":0.000087948196,"threshold_uncertainty_score":0.99996173},"labels":[],"label_agreement":null},{"id":"W7047341071","doi":"","title":"Fictocritical Cyberfeminism: A Paralogical Model for Post-Internet Communication","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Rhetoric; Praxis; Reading (process); Liminality; Oxymoron; New media; Relevance (law); Politics; Digital media; Narrative","score_opus":0.02376575985225181,"score_gpt":0.2482018111764277,"score_spread":0.22443605132417588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047341071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974059,0.000020834612,0.0002927753,0.0010111587,0.0001272709,0.00029342645,0.00016775627,0.00014555585,0.0005353628],"genre_scores_gemma":[0.7751387,0.000006033062,0.0024155562,0.000010171913,0.000025829486,0.000004415024,0.0029250325,0.000027079845,0.21944718],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99914116,0.000032396656,0.00013574079,0.0003110976,0.00011961261,0.0002599782],"domain_scores_gemma":[0.9991292,0.00011711192,0.00011180419,0.00037743524,0.00020643881,0.000058007143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111395864,0.00019359331,0.00037192102,0.00014503604,0.00014056181,0.000017329307,0.0005236678,0.00027785785,0.00019557471],"category_scores_gemma":[0.0000137437555,0.0002229539,0.00023651974,0.00009542114,0.0001040571,0.000094926574,0.00008935649,0.00031511922,0.00008538662],"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":[0.00064575707,0.0011786411,0.0070976224,0.0010637431,0.0017309055,0.000021917254,0.63550717,0.0004564349,0.011447661,0.29026693,0.028330559,0.022252686],"study_design_scores_gemma":[0.0011649191,0.00021421205,0.0005031524,0.00025015188,0.00038499053,9.530817e-7,0.95962906,0.021976834,0.0021041806,0.012844358,0.00036900313,0.0005582104],"about_ca_topic_score_codex":0.025757087,"about_ca_topic_score_gemma":0.010054789,"teacher_disagreement_score":0.3241219,"about_ca_system_score_codex":0.000024054245,"about_ca_system_score_gemma":0.000058422902,"threshold_uncertainty_score":0.9807305},"labels":[],"label_agreement":null},{"id":"W7047388809","doi":"","title":"Flood Risk Management in Canada: A Political Discourse Analysis","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Flood myth; Politics; Flooding (psychology); Flood risk management; Discourse analysis; Natural disaster; Climate change","score_opus":0.006185466232710043,"score_gpt":0.2074506156933106,"score_spread":0.20126514946060056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047388809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99656546,0.000047916434,0.000011018673,0.00032098155,0.00011273385,0.000094679635,0.000110058354,0.000014687598,0.0027224857],"genre_scores_gemma":[0.95227987,0.000012483732,0.00040191284,0.000003816878,0.000017708338,6.276891e-7,0.000902713,0.000011473158,0.046369396],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989541,0.00005622568,0.00012214787,0.00035334798,0.00017478614,0.0003394045],"domain_scores_gemma":[0.99938565,0.000021583075,0.000118450494,0.00033486658,0.00006310173,0.00007633921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057368663,0.00017861868,0.00047403533,0.0003795754,0.000080973,0.00000843196,0.00025827903,0.00009451938,0.0006826657],"category_scores_gemma":[0.0000020886218,0.00021663864,0.00020490542,0.0005605268,0.000037587506,0.000059982478,0.000064238746,0.0003252334,0.000008240245],"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":[0.000028718821,0.00032201048,0.89582783,0.00019728414,0.007975169,0.00037923956,0.033851486,0.00022989306,0.000054010074,0.04763639,0.00026639143,0.013231579],"study_design_scores_gemma":[0.00038367682,0.000009498756,0.032124225,0.00004912725,0.0019057875,1.9568175e-7,0.96449065,0.00009976579,0.00022270312,0.00043052566,0.00006547604,0.00021837167],"about_ca_topic_score_codex":0.9982812,"about_ca_topic_score_gemma":0.9984937,"teacher_disagreement_score":0.93063915,"about_ca_system_score_codex":0.0001873139,"about_ca_system_score_gemma":0.00031937603,"threshold_uncertainty_score":0.8834267},"labels":[],"label_agreement":null},{"id":"W7047388954","doi":"","title":"Evolution of the Laurentide Ice Sheet in north-central Ontario from subglacial sediments","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Ice sheet; Bay; Ice stream; Sediment; Glacial period; Ice tongue; Glaciology; Shelf ice; Wisconsin glaciation; Ice shelf","score_opus":0.005802209646550858,"score_gpt":0.19128322083115248,"score_spread":0.1854810111846016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047388954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933397,0.000035494566,0.0000022202103,0.00022807252,0.0004801158,0.00036804375,0.00013981652,0.0000068704194,0.0053996365],"genre_scores_gemma":[0.64518625,0.0000025259906,0.000039262195,0.000001103431,0.000038978404,6.265376e-7,0.0006421449,0.000007684896,0.3540814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988598,0.00005435547,0.00015268297,0.00027544796,0.00042322426,0.00023444243],"domain_scores_gemma":[0.9994275,0.00002009268,0.0001597695,0.00025492348,0.000086160944,0.000051550818],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006197974,0.00015877358,0.0002507637,0.00016315517,0.00006864659,0.000015274725,0.00040328893,0.00008959963,0.030152723],"category_scores_gemma":[0.0000018716242,0.00015625062,0.00018061078,0.0002507045,0.000052353753,0.000036675876,0.00014067095,0.00036069143,0.000034031505],"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":[0.00035838922,0.00035424888,0.8161961,0.00023112498,0.00027926013,0.000011581767,0.16133657,0.00006611323,0.0043724645,0.0005409855,0.009002073,0.007251112],"study_design_scores_gemma":[0.0008400431,0.000041842643,0.9225788,0.00024111611,0.00017459069,2.8169994e-8,0.07213415,0.00022434114,0.0006707607,0.00015421463,0.0027564808,0.00018363514],"about_ca_topic_score_codex":0.92500263,"about_ca_topic_score_gemma":0.98937577,"teacher_disagreement_score":0.34868178,"about_ca_system_score_codex":0.00011002139,"about_ca_system_score_gemma":0.0004249294,"threshold_uncertainty_score":0.9707338},"labels":[],"label_agreement":null},{"id":"W7047411819","doi":"","title":"Examining how changes in school-level intramurals impact physical activity among Ontario youth over time: A natural experiment evaluation from the COMPASS study","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Physical activity; Natural experiment; Falling (accident); Health benefits; Compass; Positive Youth Development; Youth participation; Empirical evidence; Physical activity level","score_opus":0.04021923698534454,"score_gpt":0.27783309721376015,"score_spread":0.2376138602284156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047411819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754,0.000021837986,9.606927e-7,0.00035281834,0.000121162055,0.0013345536,0.000121376586,0.000010594197,0.00049671065],"genre_scores_gemma":[0.8948126,0.000001001672,0.00002250233,0.000001741711,0.000082827864,0.000008321144,0.001361067,0.000013715608,0.103696235],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99782354,0.00041199257,0.00009120576,0.00049787725,0.00086810195,0.00030727667],"domain_scores_gemma":[0.9988748,0.00012468931,0.00025725615,0.0004257624,0.00022166765,0.00009584625],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030844516,0.0003102109,0.0005098975,0.00014710582,0.00017346561,0.00012581583,0.00039985168,0.00008362857,0.03315541],"category_scores_gemma":[0.000012195929,0.0002725302,0.00015173781,0.00021536494,0.000056649867,0.00011224703,0.00020081514,0.000632378,0.000010728529],"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":[0.00046803165,0.0014856659,0.24689929,0.000023249755,0.0007295499,0.000015504229,0.6656515,0.000031300096,0.02862913,0.0000027906854,0.0014863041,0.05457767],"study_design_scores_gemma":[0.0011615234,0.0001297291,0.6237201,0.0000965116,0.00015706632,1.8138465e-8,0.3716884,0.0017604121,0.0010987401,0.0000029130956,0.000006720705,0.00017787813],"about_ca_topic_score_codex":0.83459663,"about_ca_topic_score_gemma":0.840439,"teacher_disagreement_score":0.3768208,"about_ca_system_score_codex":0.00021976726,"about_ca_system_score_gemma":0.0004089492,"threshold_uncertainty_score":0.9999727},"labels":[],"label_agreement":null},{"id":"W7047423296","doi":"","title":"Future climate change impacts on the boreal forest in northwestern Ontario. Implications for the forestry sector and the local community.","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Climate change; Effects of global warming; Land cover; Baseline (sea); Forest management; Land use, land-use change and forestry; Taiga; Logging; Global change","score_opus":0.012986680290605655,"score_gpt":0.20069705879647778,"score_spread":0.18771037850587213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047423296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99473614,0.00013234651,0.000036030786,0.0027393815,0.00010622717,0.001208303,0.0001018844,0.00007010826,0.00086959323],"genre_scores_gemma":[0.99501175,0.00034700456,0.000103167,0.000056496432,0.00007118271,0.000025519701,0.00038973885,0.00003062167,0.0039645336],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99936044,0.000067144705,0.00011231965,0.00012144395,0.00009683019,0.00024184852],"domain_scores_gemma":[0.9989517,0.00038098387,0.00008915549,0.00049670396,0.0000512428,0.00003022171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021074404,0.00020848792,0.00023701812,0.000089249545,0.00035016003,0.000029760022,0.00045868274,0.00025406544,0.000011612468],"category_scores_gemma":[0.0000039709053,0.00013325307,0.00010419877,0.00009299733,0.00015189164,0.000066957145,0.00004840184,0.00066071894,9.545759e-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":[0.0014033525,0.00016747504,0.04413217,0.0017715072,0.00030525427,0.000011651171,0.90020525,0.0007664536,0.00015282854,0.013113152,0.011213405,0.02675751],"study_design_scores_gemma":[0.0007681643,0.00012394927,0.91834354,0.00017098352,0.00012708078,0.0000030685424,0.07711589,0.0014798563,0.000073665025,0.0007757839,0.0007997903,0.00021822675],"about_ca_topic_score_codex":0.66835934,"about_ca_topic_score_gemma":0.9943446,"teacher_disagreement_score":0.8742114,"about_ca_system_score_codex":0.00008547819,"about_ca_system_score_gemma":0.000021187845,"threshold_uncertainty_score":0.5433902},"labels":[],"label_agreement":null},{"id":"W7047548902","doi":"","title":"Hydrologic Change Detection Modelling Methods for Disturbed Forested Watersheds","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Photocathodes and Microchannel Plates","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":"Streamflow; Watershed; Surface runoff; Hydrological modelling; Hydrology (agriculture); Climate change; Drainage basin; Vegetation (pathology); Soil and Water Assessment Tool","score_opus":0.025786248274932342,"score_gpt":0.24027884160103025,"score_spread":0.2144925933260979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047548902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698096,0.00072119705,0.027208714,0.00002433219,0.00083990715,0.00093360274,0.000091876434,0.00028341464,0.00008736816],"genre_scores_gemma":[0.8666762,0.0012713184,0.041861698,0.000018805233,0.00016765005,0.00006683341,0.0056144046,0.00025092874,0.08407214],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990982,0.000046142868,0.00012901209,0.00030583024,0.000095175266,0.00032564634],"domain_scores_gemma":[0.9995069,0.00005021496,0.0001092658,0.00021015658,0.00005959931,0.00006385082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019931,0.00027783815,0.00042069965,0.00028681548,0.00024758797,0.00001610053,0.00029373573,0.0003000344,0.00009556266],"category_scores_gemma":[0.000003477671,0.0003297502,0.00024191885,0.00017298877,0.00002224174,0.00018044972,0.000042684638,0.00025941606,0.0000042920074],"study_design_candidate":"simulation_or_modeling","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":[0.0012831587,0.00011492809,0.000013830134,0.0038402933,0.0007848794,0.000028722372,0.48500946,0.13564809,0.32580993,0.0000625936,0.0002584185,0.047145687],"study_design_scores_gemma":[0.0008677034,0.00030584517,0.00004831484,0.000098670964,0.0004249442,0.0000055262326,0.09108829,0.8083521,0.093225166,0.0008195887,0.004045943,0.0007178712],"about_ca_topic_score_codex":0.008193602,"about_ca_topic_score_gemma":0.0077268407,"teacher_disagreement_score":0.67270404,"about_ca_system_score_codex":0.00012907786,"about_ca_system_score_gemma":0.000008967762,"threshold_uncertainty_score":0.9999155},"labels":[],"label_agreement":null},{"id":"W7047590113","doi":"","title":"The impact of assistive devices on community-dwelling older adults and their informal caregivers","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Quality of life (healthcare); Aging in place; Activities of daily living; Tracking (education); Life satisfaction; Healthy aging; Longitudinal study; Life course approach; Activity tracker","score_opus":0.010585144424853952,"score_gpt":0.22533954536711798,"score_spread":0.21475440094226403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047590113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989253,0.000043530174,0.0000014335608,0.000056527602,0.00011123686,0.00015106381,0.000085104366,0.000041960015,0.0005837865],"genre_scores_gemma":[0.98853004,0.000023073611,0.000016111313,9.722393e-7,0.000017989267,4.637451e-7,0.000329038,0.000016690694,0.0110656405],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993728,0.000077093166,0.00010709442,0.000146162,0.000093838826,0.0002030399],"domain_scores_gemma":[0.9989809,0.00026653789,0.00026342363,0.00029297156,0.00015498218,0.00004120637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015011977,0.00020933435,0.0003238115,0.00017203919,0.0005321008,0.00001631899,0.00035527907,0.0001509567,0.000031775297],"category_scores_gemma":[0.000006500836,0.00016044769,0.00019588126,0.00016095806,0.00016189835,0.000120327706,0.00007655097,0.0005425613,0.000009971138],"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":[0.00028427987,0.00013268836,0.084105976,0.00030663627,0.0014465885,0.0000032808844,0.86356103,0.00013392289,0.00022165054,0.0005960248,0.00029538473,0.048912503],"study_design_scores_gemma":[0.00044636423,0.00017200044,0.061051846,0.0003771006,0.0000578234,2.611173e-7,0.93673646,0.000085195265,0.0008430701,0.000062694024,0.00002205085,0.00014511359],"about_ca_topic_score_codex":0.29781026,"about_ca_topic_score_gemma":0.035575453,"teacher_disagreement_score":0.2622348,"about_ca_system_score_codex":0.000023801957,"about_ca_system_score_gemma":0.00006171695,"threshold_uncertainty_score":0.98202276},"labels":[],"label_agreement":null},{"id":"W7047596617","doi":"","title":"The Home is a Place for Living: Fifteen Conversations About Inhabitation, Adaptation, and the Rehabilitation of Toronto’s Post-War Apartment Buildings","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Redevelopment; Apartment; Cognitive dissonance; Narrative; Population; Agency (philosophy); Architecture; Misrepresentation; Liminality; Built environment","score_opus":0.00586973655510431,"score_gpt":0.21015084117394406,"score_spread":0.20428110461883975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047596617","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":[0.9841357,0.0007454364,0.00017601534,0.011404107,0.00014715015,0.001835686,0.00024112736,0.0000111168665,0.0013036772],"genre_scores_gemma":[0.41321367,0.0007111952,0.005207125,0.000051450672,0.00009338119,0.00008582788,0.0017995093,0.000044043998,0.5787938],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988402,0.00014282882,0.00023405184,0.00026974754,0.00033709974,0.00017606758],"domain_scores_gemma":[0.99664867,0.0014610542,0.00039709872,0.00029077104,0.0011510943,0.00005128894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047194443,0.00016056358,0.00028166617,0.000057907484,0.00046384515,0.000040415423,0.00025095255,0.0000730726,0.004769304],"category_scores_gemma":[0.0001007936,0.00013316299,0.00017761713,0.00010005992,0.0002355321,0.00008487923,0.00007136501,0.000104135885,0.0000021771773],"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":[0.0007919663,0.00016231468,0.0013464334,0.0005457939,0.0005136134,2.9561272e-7,0.91352636,0.00002937404,0.0010290315,0.019937793,0.015724001,0.046393044],"study_design_scores_gemma":[0.001804869,0.00026006385,0.018392252,0.00020228316,0.00024975103,9.722177e-8,0.96679896,0.0016737282,0.00019919456,0.00044226303,0.009795183,0.00018138181],"about_ca_topic_score_codex":0.13131367,"about_ca_topic_score_gemma":0.099654,"teacher_disagreement_score":0.57749015,"about_ca_system_score_codex":0.00003163522,"about_ca_system_score_gemma":0.00024388063,"threshold_uncertainty_score":0.9961405},"labels":[],"label_agreement":null},{"id":"W7047627700","doi":"","title":"Influence of Dynamic River Stage on The Vulnerability of Water Wells and Structure Foundations in Cold Regions","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Hydrology (agriculture); Stage (stratigraphy); Hydrogeology; Groundwater; Vulnerability (computing); Natural (archaeology); Water well; Surface water; Discharge","score_opus":0.01012791094855954,"score_gpt":0.22521696314408654,"score_spread":0.215089052195527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047627700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990212,0.0000047322537,0.000001213758,0.00048188178,0.000048411926,0.00021670162,0.00016176945,0.000015770398,0.000048362475],"genre_scores_gemma":[0.97957677,0.0000074753057,0.00005414344,0.0000027259784,0.0000039456236,6.015674e-7,0.00019917087,0.000010820254,0.020144379],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99933404,0.00006285317,0.00013282614,0.00022315115,0.00010855265,0.00013856054],"domain_scores_gemma":[0.9992902,0.000102971,0.00015165326,0.0003274568,0.00010793784,0.000019758436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109368695,0.00013344835,0.00028909338,0.00020245841,0.00010089234,0.000004137561,0.00023097753,0.00013808372,0.00011813771],"category_scores_gemma":[0.000009156771,0.00010789023,0.00007026911,0.00018168702,0.0002712724,0.00008707598,0.000056389927,0.00029906342,0.0000055918463],"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":[0.00015193805,0.00040608025,0.1445608,0.0011892813,0.00073918345,0.000011189127,0.49753243,0.0035912448,0.2884803,0.061561905,0.00016709053,0.0016085565],"study_design_scores_gemma":[0.00089199416,0.00016416493,0.10958716,0.00043730834,0.00018008698,2.932133e-7,0.81759816,0.00017592887,0.059828177,0.010668774,0.00010602811,0.00036193538],"about_ca_topic_score_codex":0.08384826,"about_ca_topic_score_gemma":0.034320604,"teacher_disagreement_score":0.3200657,"about_ca_system_score_codex":0.000022636448,"about_ca_system_score_gemma":0.0000364249,"threshold_uncertainty_score":0.9833005},"labels":[],"label_agreement":null},{"id":"W7047675655","doi":"","title":"Hydrogeochemistry and Trace Element Mobility in an Acidic High-Sulfide Tailings Impoundment After 40 Years of Oxidation","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Tailings; Acid mine drainage; Pyrite; Sulfide minerals; Sulfide; Environmental remediation; Sphalerite; Trace metal; Weathering","score_opus":0.00548216218382229,"score_gpt":0.2065552482834992,"score_spread":0.2010730860996769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047675655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993564,0.00015620711,0.0000021125975,0.00013271907,0.00008330844,0.00017606214,0.000043396216,0.0000282241,0.000021579212],"genre_scores_gemma":[0.9940799,0.000016435159,0.0002830753,0.0000013836371,0.000020012138,0.0000023987197,0.00048514726,0.0000146603115,0.0050970265],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99912894,0.000026886117,0.00016346035,0.00037899817,0.0001343064,0.00016740795],"domain_scores_gemma":[0.99948263,0.00001679521,0.00013421595,0.00026225962,0.000059108825,0.000044964934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014359492,0.0001646757,0.0003105213,0.0001659062,0.000030346497,0.000012055277,0.00015605842,0.00017995929,0.00018029982],"category_scores_gemma":[0.0000024531798,0.0002100402,0.0000793069,0.00013402272,0.00010049636,0.00015827936,0.000052835963,0.00025836585,0.000006521031],"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":[0.0003533406,0.0009877157,0.10700754,0.0018797196,0.0004848169,0.000057123023,0.24124137,0.00004255275,0.6244871,0.0011047659,0.000059729766,0.022294203],"study_design_scores_gemma":[0.0008116969,0.00014883303,0.01432694,0.00035180806,0.0002522168,8.83584e-7,0.76263577,0.00009313374,0.21879502,0.0021494078,0.00006763101,0.00036669578],"about_ca_topic_score_codex":0.08614075,"about_ca_topic_score_gemma":0.01926505,"teacher_disagreement_score":0.5213944,"about_ca_system_score_codex":0.000053866188,"about_ca_system_score_gemma":0.000052832685,"threshold_uncertainty_score":0.9986308},"labels":[],"label_agreement":null},{"id":"W7047681679","doi":"","title":"Human Biomonitoring: Levels, Determinants and Sources of Polychlorinated Biphenyl Exposure in the Northwest Territories and Yukon","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Biomonitoring; Human health; Subarctic climate; Indigenous; Exposure assessment; Risk assessment","score_opus":0.018278841809245813,"score_gpt":0.23872846649550147,"score_spread":0.22044962468625567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047681679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99938726,0.00008761518,9.745435e-8,0.00008677312,0.0002038712,0.00011546154,0.00007002328,0.000028902068,0.000019989298],"genre_scores_gemma":[0.993514,0.000012721499,0.000029347762,5.609928e-7,0.00005399102,7.679614e-7,0.00011148071,0.000014969724,0.0062621385],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993345,0.000037888793,0.000112148016,0.00023641078,0.00011143707,0.00016759892],"domain_scores_gemma":[0.9995397,0.000037690723,0.0001618948,0.00018884544,0.000046608104,0.000025284568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010581282,0.00016928163,0.0003223805,0.00025259782,0.00016909203,0.000016735632,0.00023453374,0.00015556102,0.00000899579],"category_scores_gemma":[0.0000030198034,0.00015799984,0.000049112507,0.00020399307,0.00015544391,0.00010914158,0.000058403555,0.00020591005,8.6589426e-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":[0.000009412884,0.000042939995,0.8796344,0.00016111908,0.00006203474,0.000017937866,0.113177896,4.0014925e-7,0.0026919125,0.00022930675,0.0000056773606,0.0039669867],"study_design_scores_gemma":[0.00034112483,0.00010368282,0.35060984,0.0001599226,0.00006193665,0.0000014908716,0.6436694,0.0000024189844,0.0046967296,0.00018371968,0.0000327729,0.00013691484],"about_ca_topic_score_codex":0.36251932,"about_ca_topic_score_gemma":0.1687241,"teacher_disagreement_score":0.53049153,"about_ca_system_score_codex":0.000008010857,"about_ca_system_score_gemma":0.000019280655,"threshold_uncertainty_score":0.8464445},"labels":[],"label_agreement":null},{"id":"W7047722161","doi":"","title":"Improving Organizational Life Cycle Assessment (O-LCA) through a Hospital Case Study","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Rigour; Sustainability; Work (physics); Conceptual framework; Life-cycle assessment; Goods and services; Scope (computer science)","score_opus":0.007921596842794974,"score_gpt":0.2304388740549115,"score_spread":0.22251727721211653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047722161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982185,0.000021398539,0.00003910693,0.00022349005,0.0004630929,0.00039161192,0.0000744684,0.0000996042,0.00046874874],"genre_scores_gemma":[0.9726139,0.000001466122,0.00095514086,0.000005514377,0.00007330702,0.0000026918967,0.00073454325,0.000037554404,0.025575932],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998848,0.00006994996,0.00014528086,0.00044663178,0.00025951234,0.00023062334],"domain_scores_gemma":[0.99914515,0.00003345507,0.00027037042,0.00033564304,0.00015688683,0.00005849115],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000101080535,0.0002353067,0.0003678024,0.00014826177,0.0005484273,0.000024983756,0.0003289322,0.00011192074,0.0037560433],"category_scores_gemma":[0.0000068651193,0.00029634548,0.00012714117,0.00029410247,0.00004541778,0.00023347794,0.00018235583,0.0004771068,0.000019234472],"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":[0.00003095585,0.0033901385,0.21898912,0.00023158998,0.0018536827,0.0017372705,0.7588877,0.00027410343,0.00094809226,0.0069704014,0.0006832988,0.0060036415],"study_design_scores_gemma":[0.00079057814,0.0002740977,0.0011830521,0.000012894199,0.00025545876,0.000010609269,0.99663883,0.00014700746,0.00007742034,0.00023428624,0.00007420573,0.0003015471],"about_ca_topic_score_codex":0.30817062,"about_ca_topic_score_gemma":0.014234327,"teacher_disagreement_score":0.29393628,"about_ca_system_score_codex":0.00007973964,"about_ca_system_score_gemma":0.00026713955,"threshold_uncertainty_score":0.99994886},"labels":[],"label_agreement":null},{"id":"W7047776569","doi":"","title":"Implementing MLOps on Edge-Cloud Systems: A New Paradigm for Training at the Edge","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Lightning and Electromagnetic 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":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Cloud computing; Edge computing; Scalability; Server; Enhanced Data Rates for GSM Evolution; Software deployment; Edge device; Synchronization (alternating current)","score_opus":0.019484078608702965,"score_gpt":0.2242522941495937,"score_spread":0.20476821554089072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047776569","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":[0.99376124,0.00010418389,0.000049865404,0.0007760117,0.0008441871,0.00059048407,0.00012642398,0.000065317356,0.0036822597],"genre_scores_gemma":[0.18970758,0.0000068052386,0.00008496252,0.0000076261663,0.00063204,0.0000052314927,0.0013863663,0.000049565475,0.80811983],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99863136,0.000046264664,0.00016103944,0.00037796597,0.00019867787,0.000584673],"domain_scores_gemma":[0.9990882,0.00014042815,0.0003196404,0.00030339172,0.000048185757,0.00010014017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024083603,0.0002632348,0.0003977118,0.000118343494,0.0006849949,0.000051216666,0.0003693989,0.000090350055,0.00017050232],"category_scores_gemma":[0.0000039106435,0.00024219393,0.00023498964,0.00016322875,0.00003225012,0.00006189862,0.00006418316,0.00019947848,0.00009204067],"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":[0.0004634591,0.00009741782,0.00048467808,0.00056407385,0.0012257937,0.000007786222,0.8078329,0.0001860101,0.003897363,0.018347977,0.13399552,0.03289704],"study_design_scores_gemma":[0.0024259111,0.0006481383,0.0010301034,0.00066795916,0.0006945431,0.000001081285,0.94171137,0.00054632203,0.0015682447,0.002669192,0.047197383,0.000839772],"about_ca_topic_score_codex":0.024215722,"about_ca_topic_score_gemma":0.006037637,"teacher_disagreement_score":0.8044376,"about_ca_system_score_codex":0.00007991829,"about_ca_system_score_gemma":0.0001567242,"threshold_uncertainty_score":0.9876382},"labels":[],"label_agreement":null},{"id":"W7047905902","doi":"","title":"An Investigation into the Self-deployment of Attentional Reminders","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Regional Municipality of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Government of Ontario","keywords":"Distraction; Task (project management); Set (abstract data type); Automaticity; Affect (linguistics)","score_opus":0.011315868482265809,"score_gpt":0.22962881192105974,"score_spread":0.21831294343879393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047905902","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":[0.9964451,0.0000068956692,0.0000036867275,0.0015870442,0.000120490644,0.00033120436,0.000018117467,0.000029610457,0.001457819],"genre_scores_gemma":[0.3003874,0.000019898254,0.00065238314,0.000006208688,0.00005999073,0.0000028561174,0.0017055572,0.000023957422,0.6971417],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989555,0.00007687662,0.0001309436,0.00023437837,0.00045778495,0.00014452],"domain_scores_gemma":[0.9991524,0.00004339735,0.00022893731,0.0002920939,0.00021437797,0.00006875224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021514719,0.00012780564,0.00017945273,0.00017914073,0.00016481755,0.000014596451,0.0003825876,0.000072514464,0.011773085],"category_scores_gemma":[0.0000021265134,0.00012321435,0.00011810888,0.00021617771,0.00008767023,0.000038886436,0.00006182462,0.00016968127,0.000043749045],"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":[0.00028272052,0.0005724783,0.039205074,0.0009092278,0.0009904715,0.000009272723,0.6861228,0.00010369217,0.077592485,0.0069477325,0.036833625,0.15043046],"study_design_scores_gemma":[0.0008165266,0.00022414631,0.11609045,0.00018208937,0.0002318349,7.3762365e-8,0.8728063,0.0013413858,0.0057161544,0.0009979334,0.0013087791,0.00028429314],"about_ca_topic_score_codex":0.15071754,"about_ca_topic_score_gemma":0.044997264,"teacher_disagreement_score":0.69605774,"about_ca_system_score_codex":0.000014980752,"about_ca_system_score_gemma":0.00018545515,"threshold_uncertainty_score":0.98913026},"labels":[],"label_agreement":null},{"id":"W7047906058","doi":"","title":"The influence of soil moisture, oxygen, and temperature on naphthalene biodegradation and CO2 and CH4 effluxes","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada; Global Water Futures; Canada First Research Excellence Fund; University of Waterloo; Government of Ontario","keywords":"Biodegradation; Microcosm; Environmental remediation; Naphthalene; Anoxic waters; Methane; Biochar; Carbon dioxide; Greenhouse gas","score_opus":0.0068770309521663285,"score_gpt":0.200685143466486,"score_spread":0.19380811251431967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047906058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989846,0.00027981238,5.559113e-8,0.00042216489,0.000066490786,0.00012033765,0.000050948216,0.000027441956,0.000048171052],"genre_scores_gemma":[0.9815876,0.00035541315,0.000034466226,0.000003044326,0.000017336753,5.815457e-7,0.0002644228,0.00001207274,0.017725047],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99941623,0.000028312728,0.00008096432,0.0002411413,0.00009666854,0.00013669828],"domain_scores_gemma":[0.99949336,0.00007947068,0.00013271383,0.00016839478,0.00008903026,0.000037005102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008246121,0.0001535125,0.00023187214,0.00012063388,0.00025389672,0.000020409117,0.000108552995,0.00016634387,0.000003844641],"category_scores_gemma":[0.000009097687,0.00013242339,0.00003547978,0.00012429385,0.00018840171,0.00008936399,0.000047592242,0.00021915969,0.0000014279809],"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":[0.0004582362,0.00027005616,0.40845326,0.0021865652,0.0019735347,0.000025865475,0.2745983,0.00016351037,0.23356253,0.025998564,0.0014555684,0.050854012],"study_design_scores_gemma":[0.0007657505,0.00020026375,0.41707757,0.00039083953,0.00017257118,0.00000222158,0.5691429,0.000021326898,0.010491329,0.0012045882,0.00022930108,0.00030136405],"about_ca_topic_score_codex":0.03734749,"about_ca_topic_score_gemma":0.01022698,"teacher_disagreement_score":0.29454458,"about_ca_system_score_codex":0.0000065639633,"about_ca_system_score_gemma":0.000023236076,"threshold_uncertainty_score":0.96906286},"labels":[],"label_agreement":null},{"id":"W7047911312","doi":"","title":"Investigation of Environmental Impacts on Piezoelectric Weigh-In-Motion Sensing System","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Work (physics); Limiting; Noise (video); Table (database); Transmission (telecommunications)","score_opus":0.010325881265713547,"score_gpt":0.17916910056535357,"score_spread":0.16884321929964002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047911312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988841,0.00003816866,0.000011374252,0.00002023045,0.00018660084,0.00016160637,0.000018173087,0.000034620865,0.00064513646],"genre_scores_gemma":[0.9930777,0.0000069532584,0.00016989613,0.0000013464877,0.000026328717,1.3319433e-7,0.0003296933,0.00001802833,0.0063699055],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99922955,0.000057307785,0.00014488057,0.00025324832,0.00013240881,0.00018257921],"domain_scores_gemma":[0.99938715,0.000020719186,0.00031178817,0.00021115235,0.00002705609,0.000042112777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009262564,0.00017784382,0.00033523925,0.0004394006,0.00004704237,0.0000027725107,0.00013629414,0.00019918109,0.00012868382],"category_scores_gemma":[0.0000017819116,0.00021260693,0.000104593186,0.00013521261,0.000058642745,0.0001198969,0.000018419185,0.000249952,0.000031710835],"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":[0.00029360908,0.00038434064,0.23999798,0.001606007,0.00072764914,0.00005290646,0.33181038,0.000038743838,0.32061222,0.013393057,0.0001840915,0.09089901],"study_design_scores_gemma":[0.0012222545,0.00034502897,0.036308013,0.0010354517,0.00026667962,0.0000031964314,0.8364647,0.0004391317,0.12279224,0.0005951643,0.000016053436,0.0005120578],"about_ca_topic_score_codex":0.059872795,"about_ca_topic_score_gemma":0.0029743232,"teacher_disagreement_score":0.50465435,"about_ca_system_score_codex":0.00014840075,"about_ca_system_score_gemma":0.000045867855,"threshold_uncertainty_score":0.9463876},"labels":[],"label_agreement":null},{"id":"W7047926047","doi":"","title":"Investigating Children’s Naturalistic Explorations in a Living History Museum","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Naturalism; Artifact (error); Naturalistic observation; Everyday life; Context (archaeology); Variety (cybernetics); Experiential learning; Informal learning; Identification (biology); Active learning (machine learning)","score_opus":0.013812274364330818,"score_gpt":0.2098107140658049,"score_spread":0.19599843970147407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047926047","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":[0.99003774,0.00016075773,0.000004538841,0.00055664266,0.00018737807,0.00027386338,0.000025133098,0.00001800884,0.008735932],"genre_scores_gemma":[0.37594885,0.000019696206,0.00065476884,0.000008974188,0.000055068478,0.0000029059618,0.0013868858,0.000018399416,0.6219045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989227,0.000096795025,0.00014952153,0.00032223196,0.00028103904,0.00022767713],"domain_scores_gemma":[0.999244,0.000075611366,0.00018837322,0.0002522861,0.00015631475,0.00008343976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011117752,0.00017419145,0.00028496815,0.00032077488,0.00010607289,0.000019929654,0.00026975278,0.00009812852,0.051832426],"category_scores_gemma":[0.000028618777,0.00022977973,0.00011329057,0.00019896554,0.00006008691,0.00006377903,0.00010709151,0.00040839147,0.00002297844],"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":[0.000044309338,0.0007864966,0.09859715,0.0009594927,0.00045085946,0.000060668157,0.7585888,0.00012420441,0.030789686,0.005193817,0.053555164,0.050849378],"study_design_scores_gemma":[0.000983392,0.00008542425,0.25879222,0.0018218799,0.00017674999,5.8481635e-7,0.73200357,0.0014499185,0.0004842918,0.0001268746,0.0032439653,0.00083109445],"about_ca_topic_score_codex":0.20418034,"about_ca_topic_score_gemma":0.1578982,"teacher_disagreement_score":0.6140889,"about_ca_system_score_codex":0.00007166883,"about_ca_system_score_gemma":0.00036884382,"threshold_uncertainty_score":0.94903433},"labels":[],"label_agreement":null},{"id":"W7047982667","doi":"","title":"Incorporating Linear Dependencies into Graph Gaussian Processes","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"ENCODE; Graph; Laplacian matrix; Gaussian; Graph property; Gaussian process; Laplace operator","score_opus":0.01188468724683305,"score_gpt":0.2312633520171482,"score_spread":0.21937866477031515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047982667","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":[0.9841598,0.000033841177,0.000027484697,0.0007190949,0.00016209415,0.00051008014,0.00004034374,0.00007470892,0.014272522],"genre_scores_gemma":[0.11872668,0.000028681374,0.0012816908,0.0000027667008,0.00008575874,0.0000040009295,0.001235367,0.00003092918,0.8786041],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987626,0.00003955355,0.00014910707,0.00035177343,0.00044081733,0.0002561656],"domain_scores_gemma":[0.99896365,0.000056562418,0.00027072153,0.000260325,0.0003462338,0.00010251748],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013526635,0.00021921829,0.00031183579,0.00038051137,0.0002862072,0.00003349065,0.0004518078,0.00011733081,0.015881997],"category_scores_gemma":[0.000014364788,0.00024752514,0.00012429534,0.00056094007,0.00008134518,0.00005804053,0.00014027882,0.00028245503,0.00016981797],"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":[0.0006286435,0.000724445,0.037923805,0.009353359,0.0011844228,0.00020135591,0.49738425,0.0001121198,0.032247916,0.0043084384,0.03618537,0.37974587],"study_design_scores_gemma":[0.00084674876,0.00021292655,0.0072421245,0.00059152447,0.00017491575,2.3855245e-7,0.9784905,0.00033285632,0.0062449807,0.0018333392,0.0033818902,0.0006479757],"about_ca_topic_score_codex":0.17949414,"about_ca_topic_score_gemma":0.20697944,"teacher_disagreement_score":0.86543316,"about_ca_system_score_codex":0.000009824645,"about_ca_system_score_gemma":0.0003532055,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W7048019738","doi":"","title":"Hydraulic Tomography Analyses of Different Datasets for Subsurface Heterogeneity Characterization at Various Scales","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Hydraulic conductivity; Characterization (materials science); Tomography; Spatial variability; Inverse problem; Field (mathematics); Drawdown (hydrology); Spatial analysis; Electrical resistivity tomography","score_opus":0.026451763396218058,"score_gpt":0.2807159140555078,"score_spread":0.2542641506592897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048019738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942776,0.000020174426,0.0006113566,0.000041006955,0.000121672245,0.00044019395,0.004411624,0.000027915174,0.00004845788],"genre_scores_gemma":[0.9243086,0.000038853104,0.000056744615,0.0000017193037,0.000038001217,0.000002797012,0.048880357,0.0000369108,0.026636012],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987169,0.000065493135,0.00020183343,0.00041532834,0.00029908953,0.00030136097],"domain_scores_gemma":[0.99886036,0.00007393854,0.0004113405,0.00039499794,0.00015812018,0.000101258345],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000865098,0.00027069758,0.0006174079,0.000265771,0.00021109522,0.000016403414,0.0004210694,0.00013488783,0.00008857154],"category_scores_gemma":[0.0000023438731,0.00029025995,0.0004238523,0.00026633847,0.00009881226,0.00014057345,0.00013078068,0.00013880359,0.000019685487],"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":[0.0014987779,0.00088497816,0.06022094,0.0018694162,0.0036442126,0.000009249684,0.038241733,0.00015321033,0.8664538,0.00076759496,0.0029339246,0.023322113],"study_design_scores_gemma":[0.0036962577,0.00024863498,0.19657758,0.0005387354,0.0015543242,4.938628e-7,0.057917047,0.016252255,0.7188169,0.0022174472,0.0005433644,0.0016369607],"about_ca_topic_score_codex":0.011128532,"about_ca_topic_score_gemma":0.006184541,"teacher_disagreement_score":0.14763695,"about_ca_system_score_codex":0.000062992745,"about_ca_system_score_gemma":0.000070539754,"threshold_uncertainty_score":0.99995494},"labels":[],"label_agreement":null},{"id":"W7048091308","doi":"","title":"Interval Censoring and Longitudinal Survey Data","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mitacs; Consejo Nacional de Ciencia y Tecnología","keywords":"Context (archaeology); Gestational period; Nucleofection; Population; Hyporeflexia; Filter (signal processing)","score_opus":0.03999390259861857,"score_gpt":0.2822801160813523,"score_spread":0.24228621348273371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048091308","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":[0.98790187,0.000042634492,0.0000342951,0.00011548487,0.00012793808,0.00018202382,0.0002820323,0.000010916838,0.011302797],"genre_scores_gemma":[0.22389653,0.000031674153,0.00063590263,0.000001526362,0.00006028282,1.3687497e-7,0.0049819476,0.000014921967,0.7703771],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989574,0.000053813408,0.000104267885,0.00038889502,0.0002658454,0.00022976597],"domain_scores_gemma":[0.99908525,0.00007201365,0.0001288723,0.00046976563,0.0001488581,0.000095261574],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000381175,0.00015563211,0.00026061048,0.00018533567,0.00011684875,0.00002938585,0.000538694,0.00007707536,0.028052686],"category_scores_gemma":[0.000007793729,0.00018488307,0.0000458884,0.00011978709,0.00006458894,0.000055268993,0.0003900239,0.0002393131,0.000028073728],"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":[0.0008692141,0.00031818115,0.3830315,0.0006635278,0.00060215767,0.00006630183,0.037844718,0.0000016575069,0.0021586851,0.0005048878,0.025349325,0.5485899],"study_design_scores_gemma":[0.0010171178,0.00012504142,0.85168684,0.00022035961,0.00014528033,4.991167e-7,0.13849077,0.00063447614,0.00047991375,0.000027651047,0.0067297504,0.00044234475],"about_ca_topic_score_codex":0.32159135,"about_ca_topic_score_gemma":0.21230607,"teacher_disagreement_score":0.76400536,"about_ca_system_score_codex":0.000006243123,"about_ca_system_score_gemma":0.000060934668,"threshold_uncertainty_score":0.9728358},"labels":[],"label_agreement":null},{"id":"W7048106841","doi":"","title":"Investigating Cyanobacterial Communities Across Canada and Characterizing the Seasonality of Cyanobacterial Toxin and Nitrogen Metabolism Genes in the Turkey Lakes Watershed Using Metagenomics","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Eutrophication; Cyanobacteria; Watershed; Metagenomics; Habitat; Microcystin; Algal bloom; Nutrient; Water column; Trophic state index","score_opus":0.016789105138170998,"score_gpt":0.2045056602646476,"score_spread":0.1877165551264766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048106841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99884874,0.00012187559,8.948163e-7,0.00014375673,0.00026936896,0.00031073013,0.00024683977,0.00004852812,0.000009295623],"genre_scores_gemma":[0.99831694,0.0003445386,0.00050870806,0.000016912278,0.00005382056,0.000001476925,0.00030172186,0.00003442441,0.0004214801],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9988889,0.00023470267,0.00023658152,0.00016080597,0.00020711384,0.00027189223],"domain_scores_gemma":[0.9992565,0.00015057331,0.00018465627,0.0002989536,0.00006589941,0.00004342258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042335948,0.00026297514,0.00050011015,0.000044838613,0.00021848173,0.00006702922,0.0004039864,0.00019943471,0.000014125342],"category_scores_gemma":[0.00001824312,0.00022551122,0.00006148559,0.0001270916,0.00019988678,0.00013472042,0.0001233459,0.00030656793,1.4428058e-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":[0.00009433495,0.000011527637,0.00680938,0.0011493278,0.0002446888,0.000015804619,0.47979686,0.000117999225,0.5109685,0.000034034692,0.000028987082,0.00072855526],"study_design_scores_gemma":[0.0009300042,0.000053234242,0.18562494,0.0004418652,0.0004785481,0.000016773305,0.6519615,0.0037180367,0.15540408,0.00018716433,0.00038057243,0.0008032908],"about_ca_topic_score_codex":0.8900829,"about_ca_topic_score_gemma":0.9564258,"teacher_disagreement_score":0.35556442,"about_ca_system_score_codex":0.000047907735,"about_ca_system_score_gemma":0.00006870729,"threshold_uncertainty_score":0.91960806},"labels":[],"label_agreement":null},{"id":"W7048206971","doi":"","title":"The Intentional Base-on-ball Phenomenon in Baseball:\\nA Statistical Analysis and Strategic Recommendations","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"Blackberry (Canada)","funders":"Major League Baseball","keywords":"Phenomenon; Variety (cybernetics); Affect (linguistics); Cognition; Mental model; Component (thermodynamics)","score_opus":0.010133348069638217,"score_gpt":0.2019747161315008,"score_spread":0.19184136806186258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048206971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99684155,0.00013430863,0.00032784548,0.00011362373,0.00011827228,0.00018398708,0.0003753389,0.000036685895,0.00186837],"genre_scores_gemma":[0.9053215,0.00076810323,0.002471065,0.000009431987,0.000024393554,0.0000032286712,0.008476092,0.00003862136,0.08288759],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99930996,0.000035681576,0.00013946075,0.00020653204,0.0001142433,0.00019414129],"domain_scores_gemma":[0.9995597,0.00013308343,0.0000685529,0.00013645591,0.000051792984,0.000050416595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001290126,0.00017393846,0.00025991545,0.00033856952,0.0001365238,0.000035389367,0.00014955817,0.000121910954,0.00020195509],"category_scores_gemma":[0.0000039076203,0.00017415655,0.000081679646,0.0002732129,0.000047018028,0.000067520414,0.00001590634,0.00022532494,0.000008938559],"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":[0.004481768,0.0035177004,0.01821365,0.007291949,0.02098568,0.00087108515,0.35174987,0.23550065,0.12889637,0.09605945,0.058529377,0.07390246],"study_design_scores_gemma":[0.0033695102,0.00050304766,0.07658655,0.00075848395,0.0030432735,0.0000059338486,0.5599815,0.33998162,0.0028366018,0.009310673,0.0013622441,0.0022605362],"about_ca_topic_score_codex":0.013093457,"about_ca_topic_score_gemma":0.19174783,"teacher_disagreement_score":0.20823167,"about_ca_system_score_codex":0.00008075979,"about_ca_system_score_gemma":0.000022857223,"threshold_uncertainty_score":0.9934784},"labels":[],"label_agreement":null},{"id":"W7048278166","doi":"","title":"Kernel- vs. User-Level Networking: A Ballad of Interrupts and How to Mitigate Them","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Quality Monitoring and 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":"Blackberry (Canada)","funders":"","keywords":"Kernel (algebra); Protocol stack; Stack (abstract data type); Overhead (engineering); Asynchronous communication; Code (set theory)","score_opus":0.03151127100108745,"score_gpt":0.2237540237143764,"score_spread":0.19224275271328894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048278166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99811757,0.0000121573485,0.000010779919,0.00123713,0.00025211653,0.00012734087,0.00003570665,0.000041739157,0.00016545289],"genre_scores_gemma":[0.58933055,0.00006179541,0.0005031285,0.000005728334,0.000035975285,3.5279015e-7,0.000081716615,0.000019849318,0.40996087],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987544,0.00007207047,0.00011696673,0.00042898112,0.00035727894,0.00027032293],"domain_scores_gemma":[0.9992784,0.000037512662,0.00021756953,0.00028764343,0.000029828077,0.00014902947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021991164,0.00021975103,0.0004383152,0.00012629312,0.00011988078,0.000027992799,0.00040917387,0.00017949929,0.00012121232],"category_scores_gemma":[0.000012369208,0.00023819924,0.000159899,0.00033115645,0.00011898684,0.00012626266,0.00025690984,0.00015121032,0.00012413165],"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":[0.0008416121,0.0002777094,0.14593787,0.001423744,0.0012450432,0.00017015831,0.69740534,0.0011612986,0.08714377,0.00006282287,0.036850587,0.027480049],"study_design_scores_gemma":[0.0015775873,0.0005545485,0.4998501,0.0023077356,0.0011190725,0.0000053971,0.44178182,0.00084863725,0.04058052,0.0004113413,0.009090846,0.0018724254],"about_ca_topic_score_codex":0.051478937,"about_ca_topic_score_gemma":0.021731384,"teacher_disagreement_score":0.40979543,"about_ca_system_score_codex":0.000073382034,"about_ca_system_score_gemma":0.000010362816,"threshold_uncertainty_score":0.99611944},"labels":[],"label_agreement":null},{"id":"W7048369287","doi":"","title":"Intentional Forgetting: The Role of Retrieval in Encoding","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Forgetting; Retrieval-induced forgetting; Motivated forgetting; Encoding (memory); Duration (music); Set (abstract data type); Cognition; Word (group theory)","score_opus":0.006274248636880159,"score_gpt":0.18573237729448405,"score_spread":0.17945812865760388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048369287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970049,0.0011222479,0.0000050167873,0.000037404057,0.00027988866,0.00014323875,0.000028299744,0.000039067,0.0013399064],"genre_scores_gemma":[0.951562,0.00023188588,0.00017084347,0.0000011790913,0.000022074466,2.3711071e-7,0.00017735455,0.000023316215,0.047811132],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9995035,0.000010323361,0.00010611664,0.00012697144,0.00011372453,0.00013934329],"domain_scores_gemma":[0.999741,0.000028910865,0.000055114964,0.000107318236,0.000046971058,0.000020666303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012087513,0.00012128062,0.00020094759,0.00020261713,0.00003367042,0.000008565594,0.00021751314,0.00014626974,0.000048171678],"category_scores_gemma":[0.0000066805346,0.00011859341,0.000119897246,0.00017706788,0.00002811914,0.000076563985,0.0000327519,0.00024925778,0.000012550858],"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":[0.00015056485,0.000030083047,0.00013530607,0.0012958478,0.00019154715,0.00002448487,0.28064182,0.001992506,0.7127442,0.0007503956,0.000641919,0.0014013265],"study_design_scores_gemma":[0.00036871908,0.00005779556,0.00093297777,0.001377442,0.00017173975,0.0000055140545,0.698816,0.022837792,0.27058148,0.0028734112,0.0016055467,0.0003715942],"about_ca_topic_score_codex":0.004004599,"about_ca_topic_score_gemma":0.011700618,"teacher_disagreement_score":0.4421627,"about_ca_system_score_codex":0.000047835212,"about_ca_system_score_gemma":0.00002177041,"threshold_uncertainty_score":0.6529219},"labels":[],"label_agreement":null},{"id":"W7048405894","doi":"","title":"L'intériorité des personnages dans les nouvelles de Maurice Henrie","year":2010,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Context (archaeology); Subject (documents); Face (sociological concept); Limiting","score_opus":0.006418974290262055,"score_gpt":0.18634253142206017,"score_spread":0.1799235571317981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048405894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418473,0.00040380462,0.00036889125,0.000674128,0.00029567792,0.00020654073,0.000108274486,0.000051217114,0.0037067411],"genre_scores_gemma":[0.6095368,0.00013287901,0.005053689,0.0000048532434,0.00019166086,8.2995894e-7,0.00030190282,0.00003856643,0.38473877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982521,0.000111768415,0.00016763923,0.0005095049,0.00024079799,0.00071819295],"domain_scores_gemma":[0.9988217,0.000075474076,0.0002999633,0.0003583348,0.0001968489,0.00024771676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014935153,0.0004508349,0.00052575476,0.00018006244,0.0009564064,0.00006222141,0.00060489465,0.0003832412,0.0008439765],"category_scores_gemma":[0.0000069888015,0.00054215424,0.00032674958,0.00021735224,0.00044083857,0.00021923643,0.00009303268,0.00071158377,0.00014913439],"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":[0.00013087409,0.00031611932,0.04075226,0.00046718185,0.0003644485,0.000026905389,0.74769664,0.00007291298,0.19778727,0.0029937748,0.00072217674,0.008669417],"study_design_scores_gemma":[0.00095743296,0.0004323087,0.044473268,0.00039342017,0.00069591857,0.0000052698574,0.9246019,0.0005802115,0.022905342,0.0011785591,0.0029632621,0.00081310514],"about_ca_topic_score_codex":0.23631892,"about_ca_topic_score_gemma":0.06820919,"teacher_disagreement_score":0.38464788,"about_ca_system_score_codex":0.00015359581,"about_ca_system_score_gemma":0.0003389919,"threshold_uncertainty_score":0.999703},"labels":[],"label_agreement":null},{"id":"W7048651913","doi":"","title":"Manufacturing of a Fiber-Reinforced Thermoplastic Composite Micro-Generating Wind Turbine Blade","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Centre of Innovation","keywords":"Thermosetting polymer; Renewable energy; Wind power; Turbine blade; Thermoplastic; Turbine; Epoxy; Renewable resource; Engineered wood","score_opus":0.008500785746023424,"score_gpt":0.20776385538915218,"score_spread":0.19926306964312876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048651913","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":[0.99400437,0.000012186121,0.00000776563,0.00015955187,0.0001226146,0.00033950392,0.00009443363,0.00002712427,0.0052324506],"genre_scores_gemma":[0.22418909,0.0000054656107,0.0004746175,0.0000017319276,0.000049356855,4.970155e-7,0.00086288445,0.000024784014,0.7743916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884415,0.000041300507,0.00020194607,0.0002871812,0.00034194838,0.0002834786],"domain_scores_gemma":[0.99913657,0.00008315792,0.00032335284,0.00027406414,0.000100546815,0.00008231781],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008980136,0.00023348267,0.00040392322,0.00028445254,0.00015616672,0.000023058821,0.00035848978,0.00010650884,0.034065064],"category_scores_gemma":[0.0000028979875,0.00026474136,0.00019163506,0.00014354335,0.000059185517,0.000031662305,0.0001360376,0.0002570906,0.00011635713],"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":[0.00029133042,0.00007438158,0.0003381901,0.0008034757,0.00051354343,0.000024078456,0.043017387,0.0014301414,0.8913475,0.000050047984,0.0026423926,0.0594675],"study_design_scores_gemma":[0.0034473091,0.0003922998,0.027306285,0.0012566895,0.0005568101,8.594708e-7,0.20841964,0.005782578,0.7498947,0.00003870111,0.001824153,0.001079999],"about_ca_topic_score_codex":0.04694505,"about_ca_topic_score_gemma":0.0041786567,"teacher_disagreement_score":0.76981527,"about_ca_system_score_codex":0.000012183948,"about_ca_system_score_gemma":0.00008628261,"threshold_uncertainty_score":0.99998045},"labels":[],"label_agreement":null},{"id":"W7048698273","doi":"","title":"Learning from Manoomin: Restor(y)ing relationships between Anishinaabeg, settlers, and more-than-human beings in the Great Lakes Basin","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Wetland; Structural basin; Restoration ecology; Range (aeronautics); Land rights","score_opus":0.01875685834746849,"score_gpt":0.23028346405523875,"score_spread":0.21152660570777027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048698273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915368,0.00006734092,0.00000398146,0.0028607065,0.000035650017,0.00029133717,0.0000547819,0.000014173552,0.0051352046],"genre_scores_gemma":[0.6820292,0.000021204394,0.00019459738,0.0000041429757,0.00007969413,0.0000015135855,0.0030278838,0.000017482695,0.31462428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984712,0.00034866852,0.00015987293,0.00039492332,0.00037961162,0.00024569748],"domain_scores_gemma":[0.99910665,0.00025917433,0.00019464699,0.0002763384,0.00009258107,0.000070599424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038140872,0.00020809777,0.00034652516,0.00018381936,0.0005087655,0.00009835301,0.0003506119,0.00015605109,0.006848893],"category_scores_gemma":[0.000018867739,0.00021822324,0.00010084145,0.00022734581,0.00009047806,0.00008381436,0.00011978954,0.00083872344,0.000009537207],"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":[0.000048860893,0.000060491002,0.7384788,0.00014135001,0.00014939638,0.00005204068,0.2427766,0.0000084789845,0.0023680893,0.00041248175,0.0033288468,0.012174597],"study_design_scores_gemma":[0.00047611835,0.00004892544,0.5075449,0.00023461648,0.00011311595,1.3316215e-7,0.4883659,0.000064628286,0.00013962472,0.00015516166,0.0026682883,0.00018866785],"about_ca_topic_score_codex":0.16729541,"about_ca_topic_score_gemma":0.07665841,"teacher_disagreement_score":0.30950764,"about_ca_system_score_codex":0.00001942147,"about_ca_system_score_gemma":0.00006734045,"threshold_uncertainty_score":0.99405897},"labels":[],"label_agreement":null},{"id":"W7048733461","doi":"","title":"Let the Child Be. Children, Play, &amp; Space","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Curiosity; Natural (archaeology); Space (punctuation); Process (computing); Focus (optics); Sense of place; Child development","score_opus":0.010830385646326775,"score_gpt":0.20235965293081024,"score_spread":0.19152926728448347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048733461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750028,0.00033035406,0.00000971538,0.019852705,0.0002389673,0.00030037764,0.00011217904,0.00011471549,0.0040381537],"genre_scores_gemma":[0.8185479,0.00016495014,0.00033982995,0.00017531095,0.00022058903,0.0000012587509,0.0032438373,0.000052274714,0.17725404],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99895906,0.00004961388,0.00011115269,0.0003978068,0.00021175947,0.00027058352],"domain_scores_gemma":[0.99911195,0.00003178156,0.00021728102,0.00048555524,0.000081720966,0.000071734525],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007634984,0.0002783337,0.00041584007,0.00010364265,0.00036105432,0.000016771366,0.00067658076,0.00018871107,0.0011256088],"category_scores_gemma":[0.000007120308,0.0002619338,0.00025846733,0.00024365478,0.00012468618,0.0001085324,0.000104786115,0.00069997273,0.00020370694],"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":[0.0001960801,0.0007753015,0.09438714,0.001353118,0.005486886,0.00004725175,0.58442986,0.000059063867,0.0054325555,0.050865464,0.24137823,0.015589021],"study_design_scores_gemma":[0.001527434,0.00014961623,0.00965795,0.0010497589,0.0012464316,0.000012426685,0.9171658,0.000017314062,0.005095187,0.0008072829,0.06206177,0.0012090373],"about_ca_topic_score_codex":0.071149275,"about_ca_topic_score_gemma":0.015619391,"teacher_disagreement_score":0.3327359,"about_ca_system_score_codex":0.000017779585,"about_ca_system_score_gemma":0.000059184986,"threshold_uncertainty_score":0.9999833},"labels":[],"label_agreement":null},{"id":"W7048799423","doi":"","title":"Lightweight Cellular Concrete: Applicability of Pavement Subbase Layer Materials","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Superconducting and THz Device Technology","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":"Subbase; Subgrade; Pavement engineering; Durability; Quality (philosophy); Material properties; Base course","score_opus":0.010068926190437684,"score_gpt":0.2052944500207025,"score_spread":0.19522552383026484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048799423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984912,0.000093282535,0.000015032865,0.00015797529,0.00029269338,0.00025882476,0.00020225089,0.00004124303,0.00044745734],"genre_scores_gemma":[0.9497935,0.000010879125,0.00054543425,0.0000033694816,0.00006111244,0.0000015526207,0.0017243272,0.000022894747,0.047836915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988216,0.00008278174,0.00022987682,0.0004325309,0.00019264665,0.00024052364],"domain_scores_gemma":[0.99878293,0.000035072815,0.00033519513,0.00055217114,0.00023302258,0.00006162995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016409875,0.00025092918,0.000684128,0.00012711245,0.00009907884,0.000011039753,0.0003348734,0.0002618924,0.004148268],"category_scores_gemma":[0.0000030758017,0.00028521576,0.00021903655,0.00015933557,0.00011149683,0.00008433955,0.000090918205,0.00020720754,0.000036121965],"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":[0.000029864326,0.00009726843,0.004862302,0.0005319583,0.00039300797,0.000016065876,0.027770191,0.0000011574198,0.96140265,0.003956863,0.00024559005,0.000693105],"study_design_scores_gemma":[0.00038248496,0.00004297053,0.00016643785,0.000097724725,0.00017417091,1.9954008e-7,0.2902273,0.0000018943653,0.70805866,0.00021537585,0.0004370266,0.00019577955],"about_ca_topic_score_codex":0.06284961,"about_ca_topic_score_gemma":0.0023742279,"teacher_disagreement_score":0.2624571,"about_ca_system_score_codex":0.000029869183,"about_ca_system_score_gemma":0.00009596906,"threshold_uncertainty_score":0.99996},"labels":[],"label_agreement":null},{"id":"W7048903013","doi":"","title":"Model-Based Estimation of the Prevalence of Chronic Hepatitis B in Canada and Cost-Effectiveness Analysis of Implementing a Universal Birth Hepatitis B Vaccination Program in Ontario, Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Vaccination; Hepatitis B; Public health; Hepatitis B vaccine; Natural history; Hepatitis B virus; Chronic hepatitis; Disease","score_opus":0.006861698788762064,"score_gpt":0.22270455092514244,"score_spread":0.21584285213638038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048903013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982791,0.000013274649,0.000037873546,0.000033567976,0.000022974416,0.0010241125,0.0004138626,0.0000013589928,0.00017385511],"genre_scores_gemma":[0.9934056,0.000010270331,0.00009503224,4.4952571e-7,7.499476e-7,0.0000089000105,0.0005043611,0.000004921247,0.0059697614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988488,0.00013989912,0.00021748907,0.00020465926,0.00042614824,0.00016298088],"domain_scores_gemma":[0.9990863,0.00008089947,0.00045790125,0.00018303754,0.00016415126,0.000027671755],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017868716,0.00011628104,0.00035849164,0.0003688001,0.00005839769,0.0000033681908,0.00022342768,0.000027930002,0.0079137655],"category_scores_gemma":[0.000005162948,0.00013372701,0.00006896923,0.0006692672,0.000023741326,0.000036140733,0.00008989254,0.00015865061,8.964492e-9],"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":[0.00006454828,0.00008410771,0.89840466,0.0010645358,0.00014317333,0.0000020008472,0.0037340734,0.057294726,0.00018720757,0.000056946254,0.000014737238,0.03894929],"study_design_scores_gemma":[0.000523683,0.000056332683,0.691795,0.00011416584,0.00018880687,8.6464516e-9,0.0047707264,0.30201003,0.0004510384,0.000004332211,0.000014923547,0.000070991395],"about_ca_topic_score_codex":0.9999956,"about_ca_topic_score_gemma":0.99999964,"teacher_disagreement_score":0.2447153,"about_ca_system_score_codex":0.00082848995,"about_ca_system_score_gemma":0.0058269766,"threshold_uncertainty_score":0.9998091},"labels":[],"label_agreement":null},{"id":"W7048948922","doi":"","title":"Mining Geotagged Tweets: Tracking Spatiotemporal Variation of Mental Health in Canada during COVID-19 Pandemic","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Timeline; Pandemic; Mental health; Social media; Declaration; Mandate; Kernel density estimation; Big data","score_opus":0.02043780903878689,"score_gpt":0.24013851681085607,"score_spread":0.21970070777206918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048948922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983852,0.000031670595,0.0000050358885,0.00092989503,0.0002711082,0.00020122674,0.00010849494,0.000046200643,0.000021199841],"genre_scores_gemma":[0.9919342,0.000016609225,0.00014680516,0.000008422493,0.000023086543,5.5676554e-7,0.0011991039,0.000021333208,0.0066499272],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989617,0.00007107611,0.0002361941,0.00028936556,0.00018123782,0.00026043173],"domain_scores_gemma":[0.99920446,0.00004738909,0.00045521464,0.00017239814,0.000041093077,0.000079452475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020101837,0.00016869814,0.0004483115,0.00032171697,0.00017860254,0.000005818432,0.00022260286,0.0001114993,0.00010456242],"category_scores_gemma":[0.0000104777155,0.00022478425,0.000075153985,0.000277292,0.000027447757,0.00012382222,0.00004082968,0.00025618478,0.0000022594154],"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":[0.00005207574,0.000047947604,0.77520144,0.0004917201,0.00017179365,0.000010210576,0.21814016,0.00031588858,0.0022413891,0.00010193626,0.0001565695,0.0030688532],"study_design_scores_gemma":[0.0011197056,0.000037935995,0.13021067,0.00030558973,0.000032925647,9.619833e-7,0.8672579,0.00013718683,0.00052976655,0.00010504927,0.00003520811,0.00022711487],"about_ca_topic_score_codex":0.99774224,"about_ca_topic_score_gemma":0.99578905,"teacher_disagreement_score":0.6491177,"about_ca_system_score_codex":0.00063248153,"about_ca_system_score_gemma":0.001375902,"threshold_uncertainty_score":0.9166436},"labels":[],"label_agreement":null},{"id":"W7048953973","doi":"","title":"Masculinity in two reddit men’s communities: Feminism is foul, privilege is precarious, and being beta is bad.","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Privilege (computing); Ideology; Masculinity; Feminism; Focus group; Social media; Social group; Social network (sociolinguistics)","score_opus":0.010562512709131557,"score_gpt":0.24119503671982595,"score_spread":0.2306325240106944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048953973","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":[0.94058436,0.00014073751,0.00000476505,0.0025246704,0.000091131886,0.00050523895,0.00031010585,0.00001639258,0.055822592],"genre_scores_gemma":[0.3258142,0.00036505173,0.0006081573,0.000056867375,0.000051568593,0.000004327924,0.0014609232,0.000030028148,0.67160887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837327,0.00014683511,0.00022710588,0.0004250359,0.00045526994,0.00037250842],"domain_scores_gemma":[0.9987235,0.00010159062,0.00022289337,0.0006177646,0.0002008026,0.00013346909],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002227306,0.00031324837,0.00056315085,0.00030468963,0.00028859402,0.00007519908,0.0005119469,0.00015652984,0.087441385],"category_scores_gemma":[0.000002159889,0.00039647488,0.00019091574,0.00023969293,0.00011805163,0.0000825991,0.00042083045,0.00062838173,0.000023185268],"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":[0.000102955455,0.00026810597,0.026174776,0.000539454,0.00039653148,0.000031434694,0.88951504,0.0000011745047,0.00084716023,0.00058817735,0.030652825,0.05088236],"study_design_scores_gemma":[0.0024660083,0.0001395317,0.017174363,0.0008607715,0.00025338607,5.872102e-7,0.94303733,0.0009485679,0.0031926488,0.00040827415,0.030848278,0.0006702402],"about_ca_topic_score_codex":0.37126735,"about_ca_topic_score_gemma":0.14871395,"teacher_disagreement_score":0.6157863,"about_ca_system_score_codex":0.00003256112,"about_ca_system_score_gemma":0.00020219042,"threshold_uncertainty_score":0.9998487},"labels":[],"label_agreement":null},{"id":"W7048974081","doi":"","title":"Modeling and simulation of uni- and multi-flagellar bacterial locomotion in a viscous fluid","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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 Waterloo; Compute Canada","keywords":"Flagellum; Bacteria; Rotation (mathematics); Biofilm; Bacterial cell structure; Torque","score_opus":0.012573798892125041,"score_gpt":0.22728015541407937,"score_spread":0.21470635652195433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048974081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985739,0.000022230586,0.0005697863,0.00014467697,0.00003367922,0.00032904462,0.000024721745,0.0000054713996,0.00029647246],"genre_scores_gemma":[0.9841408,0.00003216828,0.0007807532,7.74735e-7,0.000018090925,3.0504785e-7,0.0003807139,0.000008557408,0.014637811],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993581,0.000046939644,0.00012351645,0.00021645766,0.00014692743,0.0001080273],"domain_scores_gemma":[0.9996412,0.000021654636,0.00009688397,0.000095759875,0.000091968686,0.00005254006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000077317985,0.00011822558,0.00024738006,0.0001691546,0.00004821104,0.000013335908,0.00008363275,0.000079711004,0.0022959665],"category_scores_gemma":[0.00000411877,0.00014582417,0.000037784062,0.000094896895,0.000032876193,0.000042079595,0.00006817081,0.00011575285,0.0000016850976],"study_design_candidate":"simulation_or_modeling","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":[0.0021490925,0.0006321164,0.0076803947,0.002725477,0.00028758956,0.00002930487,0.2554387,0.050055616,0.47785702,0.00035860803,0.00012997279,0.20265613],"study_design_scores_gemma":[0.0016329817,0.00011390596,0.002573435,0.0001597836,0.00005615228,5.0039542e-8,0.059889294,0.9340284,0.0012699503,0.000029899336,0.00008863889,0.00015754742],"about_ca_topic_score_codex":0.035937667,"about_ca_topic_score_gemma":0.0111310845,"teacher_disagreement_score":0.88397276,"about_ca_system_score_codex":0.0000061081787,"about_ca_system_score_gemma":0.000042746167,"threshold_uncertainty_score":0.9986161},"labels":[],"label_agreement":null},{"id":"W7048991796","doi":"","title":"MoveSTroNg at Home: A feasibility study of a model for remote delivery of functional strength and balance training combined with nutrition education for older pre-frail adults.","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Balance (ability); Quality of life (healthcare); Physical activity; Balance training; Nutrition Education; Physical fitness; Training (meteorology); Nutritional Supplementation","score_opus":0.015812856649821183,"score_gpt":0.23540355957375908,"score_spread":0.2195907029239379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048991796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960041,0.000036040045,0.0006078657,0.000085603424,0.00004096123,0.0027992052,0.00031693955,0.0000055606374,0.00010374272],"genre_scores_gemma":[0.92267966,0.000008972328,0.0033240672,9.2532184e-7,0.000017644667,0.000023308306,0.0022591492,0.000012687437,0.07167356],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990121,0.00003600026,0.00017765617,0.000368349,0.00025537203,0.00015048478],"domain_scores_gemma":[0.9985667,0.00008000414,0.00033787524,0.00021526526,0.00074308534,0.000057066307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010277516,0.0001609698,0.00038530224,0.00013747605,0.00011756174,0.000008831692,0.00011135316,0.00006942945,0.00061412656],"category_scores_gemma":[0.000005357739,0.00018122605,0.00009951199,0.000107860855,0.000052389798,0.00005247318,0.00004406779,0.000089844216,6.9892124e-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":[0.048206653,0.019885708,0.043701842,0.016078653,0.0017360547,0.0000017214388,0.48194572,0.0011008462,0.018789276,0.0008510032,0.003097557,0.36460495],"study_design_scores_gemma":[0.015107555,0.0022728483,0.106476806,0.0010539971,0.00042290406,2.0636126e-7,0.78166497,0.091624096,0.000838576,0.00018508104,0.000023067692,0.000329898],"about_ca_topic_score_codex":0.009185372,"about_ca_topic_score_gemma":0.021399219,"teacher_disagreement_score":0.36427507,"about_ca_system_score_codex":0.000025196485,"about_ca_system_score_gemma":0.00036173823,"threshold_uncertainty_score":0.99741256},"labels":[],"label_agreement":null},{"id":"W7049073108","doi":"","title":"Natural Fiber Densification for Sustainable Composite Manufacturing","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Polypropylene; Natural fiber; Petrochemical; Bast fibre; Composite number; Fiber; Kenaf; Environmentally friendly; Synthetic fiber; Pelletizing","score_opus":0.008555346531290059,"score_gpt":0.22375945832112687,"score_spread":0.2152041117898368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049073108","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":[0.9911044,0.000016120193,0.00001118024,0.0005295637,0.00011500696,0.00073309883,0.000029383922,0.0000388967,0.0074223033],"genre_scores_gemma":[0.077650785,0.0000041409794,0.0003770524,0.0000016954929,0.000046536457,0.0000032923117,0.0021691415,0.000019209192,0.91972816],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990917,0.00002242864,0.00009772068,0.00027371783,0.00021583223,0.00029861054],"domain_scores_gemma":[0.99922216,0.00006203815,0.00015061512,0.000219824,0.00028964668,0.000055711254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009791768,0.00015320035,0.00022117764,0.00022955815,0.00024512972,0.00003749019,0.00026145406,0.000076839686,0.013480478],"category_scores_gemma":[0.0000030552928,0.00018324652,0.00015408038,0.000101252655,0.000028712913,0.000044575296,0.00007369019,0.00016694998,0.00011718716],"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":[0.0020140107,0.0005006202,0.0013125291,0.0062169996,0.0014014945,0.00009039258,0.12067973,0.00016231704,0.057568133,0.0070659476,0.25622252,0.54676527],"study_design_scores_gemma":[0.0024475306,0.00017215362,0.032247767,0.00027026728,0.00037533106,2.7166274e-7,0.8242845,0.0015007794,0.055529673,0.0008204353,0.08149109,0.0008602224],"about_ca_topic_score_codex":0.06072098,"about_ca_topic_score_gemma":0.0065175104,"teacher_disagreement_score":0.91345364,"about_ca_system_score_codex":0.000020299176,"about_ca_system_score_gemma":0.00006883739,"threshold_uncertainty_score":0.98742133},"labels":[],"label_agreement":null},{"id":"W7049121369","doi":"","title":"Nanostructure Enabled Memristor and Supercapacitor","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Memristor; Resistor; Resistive random-access memory; Supercapacitor; Memistor; Resistive touchscreen; Neuromorphic engineering; Energy storage; Electronic circuit","score_opus":0.0071246841106392365,"score_gpt":0.20055223231088268,"score_spread":0.19342754820024344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049121369","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":[0.9880411,0.000030116184,8.980914e-7,0.0005862912,0.0003050335,0.0002982733,0.000095132564,0.00003276707,0.010610402],"genre_scores_gemma":[0.05583865,0.000030768402,0.00017191216,0.000002424766,0.000079132755,8.6296626e-7,0.00064113183,0.00002034902,0.9432148],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990618,0.000036532936,0.00009053848,0.00030543742,0.00027440983,0.00023126902],"domain_scores_gemma":[0.9994036,0.000036552778,0.00009439901,0.00023016964,0.00013273758,0.00010253371],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007182563,0.00018390427,0.0002934819,0.00021259938,0.00017094807,0.000024417062,0.00024061398,0.00013098257,0.055307344],"category_scores_gemma":[0.0000043216087,0.0002055074,0.000100715966,0.00015487518,0.00007002833,0.000029299255,0.000086169406,0.00023335312,0.000078224744],"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":[0.0006395464,0.00020050314,0.00925008,0.0018325159,0.00089298235,0.00009089134,0.29116878,0.0000033768968,0.17652944,0.0029722909,0.26873156,0.24768804],"study_design_scores_gemma":[0.0019458035,0.00024251569,0.03746762,0.00028182077,0.00029809476,5.5128123e-7,0.89875674,0.00016201734,0.0066840327,0.0004548999,0.052927215,0.0007787097],"about_ca_topic_score_codex":0.10544957,"about_ca_topic_score_gemma":0.030867312,"teacher_disagreement_score":0.9326044,"about_ca_system_score_codex":0.000009460316,"about_ca_system_score_gemma":0.000090520756,"threshold_uncertainty_score":0.9868168},"labels":[],"label_agreement":null},{"id":"W7049212446","doi":"","title":"Millimeter-wave 39 GHz 4x4 Phased Antenna Array with Embedded Near-field Probing Antenna for Performance Enhancement","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Phased array; Antenna (radio); Amplifier; Power (physics); Narrowband","score_opus":0.015311372365221856,"score_gpt":0.22609455555808944,"score_spread":0.2107831831928676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049212446","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":[0.9921479,0.000022450064,0.002551611,0.00073687074,0.00020783264,0.0012966172,0.000079540834,0.00004639097,0.0029107912],"genre_scores_gemma":[0.17472772,0.00004771184,0.0049074846,0.000014086784,0.00006820604,0.00001935636,0.0013816142,0.00005073856,0.8187831],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982497,0.000040397037,0.0002011351,0.00054898945,0.00044265707,0.00051711616],"domain_scores_gemma":[0.9986221,0.000094740666,0.00029934684,0.0004111104,0.00044931768,0.00012336434],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017239906,0.00033087697,0.000473697,0.00021716602,0.00037668025,0.00006362601,0.00031978515,0.00012157101,0.01154465],"category_scores_gemma":[0.0000065133145,0.0003401302,0.0002008869,0.0003038876,0.000070506045,0.00007193175,0.000053589298,0.00028258955,0.00006532869],"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":[0.002469618,0.00050807756,0.00075392827,0.0017601004,0.0007962954,0.000032193777,0.06498582,0.000005455542,0.82751715,0.000045539633,0.0033223487,0.097803466],"study_design_scores_gemma":[0.010077134,0.004634562,0.0031117569,0.00278401,0.0009520924,0.000002004593,0.45656472,0.01815686,0.49089178,0.00009734136,0.010662593,0.0020651426],"about_ca_topic_score_codex":0.00861443,"about_ca_topic_score_gemma":0.0053079934,"teacher_disagreement_score":0.8174202,"about_ca_system_score_codex":0.000022329461,"about_ca_system_score_gemma":0.00029138636,"threshold_uncertainty_score":0.99990505},"labels":[],"label_agreement":null},{"id":"W7049238190","doi":"","title":"A New Regenerative Anti-Idling System for Service Vehicles: Load Identification, Optimal Power Management","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Power (physics); Counterweight; Work (physics); Service (business); Transmission (telecommunications)","score_opus":0.008171017855125222,"score_gpt":0.21879201942712667,"score_spread":0.21062100157200145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049238190","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":[0.9697151,0.00005948082,0.0038304678,0.0020145692,0.00038975742,0.0017992939,0.00023031121,0.00005767715,0.021903329],"genre_scores_gemma":[0.09123864,0.0000095946225,0.0030847227,0.0000045499714,0.00008604057,0.000006674924,0.00053675374,0.000024764264,0.90500826],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99859315,0.000040868712,0.00019937808,0.00046067685,0.0004205067,0.00028539274],"domain_scores_gemma":[0.99847317,0.000033402303,0.00032333634,0.00039420495,0.000660645,0.00011524287],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018650053,0.00022660446,0.0003213002,0.0001947787,0.00026952033,0.000055520035,0.00047909675,0.00009851012,0.007757725],"category_scores_gemma":[0.0000016823775,0.00023752138,0.00016252662,0.00018387828,0.00002174307,0.00006747515,0.000101097685,0.000103177335,0.00013221434],"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":[0.0019319992,0.0005953847,0.0010966144,0.008035075,0.0038445818,0.000053895168,0.24644119,0.00019507931,0.2711956,0.045568936,0.14230126,0.2787404],"study_design_scores_gemma":[0.0052132267,0.00020377873,0.0050911475,0.0018611583,0.00072843104,4.943246e-7,0.91304576,0.0008441729,0.04779226,0.000152048,0.024024565,0.0010429514],"about_ca_topic_score_codex":0.023008987,"about_ca_topic_score_gemma":0.0031504657,"teacher_disagreement_score":0.8831049,"about_ca_system_score_codex":0.000056407185,"about_ca_system_score_gemma":0.00021733412,"threshold_uncertainty_score":0.99314934},"labels":[],"label_agreement":null},{"id":"W7049368607","doi":"","title":"Niigani Miinigowiziiwin (we give these gifts to the future)","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Decolonization; Identity (music); Appropriation; Spirituality; Traditional knowledge; Sustainability; Systems thinking; Social theory","score_opus":0.009799865929379403,"score_gpt":0.22341720664108441,"score_spread":0.21361734071170502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049368607","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":[0.9583073,0.00005848452,0.000007796514,0.024532288,0.0006578998,0.00088407256,0.0001517727,0.000052917534,0.0153474575],"genre_scores_gemma":[0.024059717,0.000057373592,0.000138772,0.000020802552,0.00029553674,0.0000035655912,0.00047138668,0.000030126886,0.9749227],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985461,0.00008390668,0.00012800422,0.00038709355,0.00049753,0.00035733005],"domain_scores_gemma":[0.9989053,0.00007854361,0.0001443869,0.00052452285,0.00020322554,0.00014403269],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018842123,0.00024345238,0.00031182324,0.00025333354,0.00023506876,0.000043032494,0.0008232179,0.000113695365,0.04701265],"category_scores_gemma":[0.0000048640136,0.00021419206,0.00021880725,0.0004193466,0.000047295325,0.000027311955,0.00021228107,0.0003433129,0.0012299435],"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":[0.00030567485,0.00016357565,0.0007386361,0.00022547168,0.00039509498,0.00003811737,0.38201076,0.00002149526,0.0036204217,0.0018258154,0.3093551,0.30129984],"study_design_scores_gemma":[0.00045940324,0.00012537818,0.009882639,0.00013929671,0.000098566394,1.1783238e-7,0.75604224,0.000067167246,0.000660254,0.00018622007,0.23202768,0.00031100542],"about_ca_topic_score_codex":0.06957256,"about_ca_topic_score_gemma":0.12124574,"teacher_disagreement_score":0.95957524,"about_ca_system_score_codex":0.000014208924,"about_ca_system_score_gemma":0.00014272092,"threshold_uncertainty_score":0.9995477},"labels":[],"label_agreement":null},{"id":"W7049384509","doi":"","title":"Modeling and Optimization of Biomass Supply Chain for Energy, Chemicals and Materials Productions","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Biomass (ecology); Supply chain; Renewable energy; Profitability index; Sustainability; Renewable resource; Biofuel; Energy supply","score_opus":0.008055526247048406,"score_gpt":0.20973899504479976,"score_spread":0.20168346879775134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049384509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99413985,0.00003986635,0.0038007412,0.0009075883,0.00006021223,0.00038310955,0.0003076853,0.000007741994,0.00035319044],"genre_scores_gemma":[0.6164008,0.00017980038,0.008984847,0.0000016708569,0.000105233696,0.0000088267925,0.0018748061,0.000027083031,0.37241694],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994147,0.000019764222,0.00011211743,0.00022752426,0.00010410844,0.00012182012],"domain_scores_gemma":[0.9994921,0.000020771215,0.00012375748,0.00012460888,0.00019449653,0.000044234326],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000091780574,0.00010956153,0.00023134089,0.0001478937,0.0000916077,0.0000127047315,0.00008663426,0.000071149465,0.0034609048],"category_scores_gemma":[0.000004451956,0.00011060805,0.00003786011,0.000052511135,0.000052642998,0.00003491201,0.00004924174,0.000027169344,3.0571977e-7],"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":[0.00035117095,0.000108023974,0.00012240041,0.0008942125,0.00018755559,3.9965855e-7,0.00936003,0.00017392222,0.95287734,0.002527804,0.0008205955,0.03257653],"study_design_scores_gemma":[0.0044328384,0.00041227162,0.00027358235,0.00094539556,0.0005378983,7.4498547e-7,0.10478648,0.049104888,0.83581185,0.0014753381,0.0012981121,0.0009205763],"about_ca_topic_score_codex":0.022702456,"about_ca_topic_score_gemma":0.0008839886,"teacher_disagreement_score":0.37773907,"about_ca_system_score_codex":0.000003943123,"about_ca_system_score_gemma":0.000040137842,"threshold_uncertainty_score":0.99745005},"labels":[],"label_agreement":null},{"id":"W7049409837","doi":"","title":"The Moderation of Contentious Content on Twitter","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Timeline; Moderation; Social media; Microblogging; Big data; Computational sociology; Data collection","score_opus":0.027797521973388358,"score_gpt":0.23312592663946946,"score_spread":0.2053284046660811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049409837","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":[0.98682505,0.000011972572,0.000012995781,0.00147131,0.0002128471,0.00041623384,0.000033354256,0.000013706705,0.011002526],"genre_scores_gemma":[0.25482583,0.000017626724,0.0000174829,0.0000035690468,0.00002126242,0.0000013647572,0.00029351877,0.00000939778,0.7448099],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99912846,0.00004828254,0.00013156155,0.00018241857,0.00034575586,0.00016355005],"domain_scores_gemma":[0.99913067,0.00008181747,0.00021464037,0.00025580934,0.0002778606,0.000039196697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012540516,0.00012379291,0.00021015292,0.00011734079,0.00018857326,0.00002120515,0.00025730167,0.0000614535,0.006324403],"category_scores_gemma":[0.000005099084,0.00010730713,0.00015413694,0.00009341246,0.000064172804,0.000015192945,0.000046247238,0.0001622351,0.00007684805],"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":[0.0028562082,0.0008623257,0.004786569,0.00077900005,0.0017233898,0.000030161913,0.18336453,0.00014267476,0.10015526,0.021325842,0.16980375,0.5141703],"study_design_scores_gemma":[0.0028477542,0.0006694179,0.046721473,0.00045988327,0.00024155356,1.121949e-7,0.92368096,0.0025792,0.0137975225,0.0006756735,0.007835918,0.000490505],"about_ca_topic_score_codex":0.068283565,"about_ca_topic_score_gemma":0.026820928,"teacher_disagreement_score":0.74031645,"about_ca_system_score_codex":0.000008016037,"about_ca_system_score_gemma":0.000058327078,"threshold_uncertainty_score":0.99458396},"labels":[],"label_agreement":null},{"id":"W7051291164","doi":"","title":"Operational Sea-Ice Classification of Dual Polarized SAR Imagery","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Sea ice; Synthetic aperture radar; Segmentation; Convolutional neural network; Image segmentation; Pooling; Radar imaging; Satellite imagery","score_opus":0.015336259122664233,"score_gpt":0.22043786239720597,"score_spread":0.20510160327454174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051291164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99863017,0.00001030343,0.000029206281,0.00013637799,0.00022255599,0.00013327206,0.0001337025,0.000025486252,0.00067894947],"genre_scores_gemma":[0.80613816,0.000008145269,0.0005292546,0.0000018948942,0.000059152633,4.3666813e-7,0.0025144708,0.000015321051,0.19073316],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99926466,0.000030025765,0.00014266721,0.0001970117,0.00021201254,0.00015365146],"domain_scores_gemma":[0.9993625,0.000028952374,0.00023016585,0.00015346557,0.00017939383,0.000045480032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010833498,0.00013747679,0.0002443814,0.00014876158,0.0001320501,0.000013685103,0.00015635742,0.000089961,0.00050032715],"category_scores_gemma":[0.0000027570475,0.00016409361,0.00010941379,0.00019894347,0.000044692693,0.00022162235,0.000027896234,0.00013872632,0.0001420192],"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":[0.00083302485,0.00030300292,0.16763934,0.00053578994,0.00084711367,0.000010283753,0.1277519,0.00006980575,0.6838206,0.0022175924,0.006003235,0.0099683255],"study_design_scores_gemma":[0.0018025385,0.000084586034,0.8056217,0.00024345319,0.00023750633,3.6774438e-7,0.108211055,0.003847796,0.078187615,0.00028945267,0.0008142749,0.0006596617],"about_ca_topic_score_codex":0.010100769,"about_ca_topic_score_gemma":0.0016174325,"teacher_disagreement_score":0.63798237,"about_ca_system_score_codex":0.00002299803,"about_ca_system_score_gemma":0.00014921871,"threshold_uncertainty_score":0.9964911},"labels":[],"label_agreement":null},{"id":"W7051318304","doi":"","title":"Physis","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Compositing; Exhibition; Variety (cybernetics); Physis; Digital media; Space (punctuation)","score_opus":0.01046928163598162,"score_gpt":0.20708789570503003,"score_spread":0.1966186140690484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051318304","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":[0.79350454,0.00001669199,0.0000056831823,0.00014578745,0.00010812257,0.00019886806,0.000036693804,0.000016687023,0.2059669],"genre_scores_gemma":[0.046028435,0.000012118506,0.00027035287,0.0000018947261,0.000040763705,5.573211e-7,0.00048791862,0.000012130595,0.9531458],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99922377,0.0000271949,0.000077601326,0.00024008687,0.00023047898,0.00020088983],"domain_scores_gemma":[0.99933624,0.0000134936345,0.00014467488,0.00028565573,0.00014386089,0.000076045646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049834904,0.00015305138,0.00024761772,0.00016498643,0.00010348293,0.000010507895,0.0003523736,0.000078143225,0.30334923],"category_scores_gemma":[9.655506e-7,0.00018037365,0.00017285309,0.00012653673,0.000044669312,0.00002543627,0.00007045608,0.00017598255,0.0003117796],"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":[0.00039098144,0.00063049974,0.0052787485,0.0005610354,0.00070840574,0.000024761846,0.14233811,0.0000016738722,0.01923952,0.006183023,0.07346063,0.7511826],"study_design_scores_gemma":[0.0024822566,0.0003955437,0.048517767,0.0003952503,0.000662244,2.154424e-7,0.8441624,0.00021603267,0.018349888,0.001372774,0.08212624,0.0013193841],"about_ca_topic_score_codex":0.22695483,"about_ca_topic_score_gemma":0.027865058,"teacher_disagreement_score":0.7498632,"about_ca_system_score_codex":0.000004421136,"about_ca_system_score_gemma":0.00008035912,"threshold_uncertainty_score":0.9898739},"labels":[],"label_agreement":null},{"id":"W7051369334","doi":"","title":"Cultural Interface","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Agency (philosophy); Architecture; Sculpture; Narrative; The arts; Digital art; Citizen journalism; Power (physics); Materiality (auditing)","score_opus":0.009429117808847207,"score_gpt":0.23761649463896264,"score_spread":0.22818737683011545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051369334","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":[0.90556973,0.000044475586,0.0000038799926,0.00061800197,0.00021017439,0.00024628767,0.00007070182,0.00001931136,0.09321744],"genre_scores_gemma":[0.08461421,0.000011511511,0.0001290934,0.000002136757,0.000027943515,9.445956e-7,0.000856948,0.000010162994,0.91434705],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99910057,0.000047434754,0.00008508449,0.00024985868,0.00031892487,0.00019814311],"domain_scores_gemma":[0.99943656,0.00001838977,0.0001390802,0.00022991354,0.00011013014,0.000065929366],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006665767,0.00015034436,0.00022498239,0.0001346271,0.0001896345,0.000019404166,0.00042997222,0.000050594226,0.5608182],"category_scores_gemma":[0.0000016373606,0.00017337204,0.00015065836,0.0001396917,0.000040981085,0.00003141777,0.00017302453,0.00030490375,0.00011435703],"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":[0.0006371941,0.0005306898,0.0031352416,0.00052000256,0.0006556835,0.000039778348,0.32254463,0.000046557147,0.03433323,0.0032466003,0.29976395,0.33454642],"study_design_scores_gemma":[0.0006588047,0.00014118542,0.0025236688,0.000050940576,0.00008976349,1.7856367e-7,0.849779,0.00013602873,0.0022369574,0.00005537866,0.14402562,0.00030247268],"about_ca_topic_score_codex":0.13798068,"about_ca_topic_score_gemma":0.017303137,"teacher_disagreement_score":0.8211296,"about_ca_system_score_codex":0.000015192341,"about_ca_system_score_gemma":0.00007982493,"threshold_uncertainty_score":0.9655556},"labels":[],"label_agreement":null},{"id":"W7051379263","doi":"","title":"Drawing Lines","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Literal and figurative language; Action (physics); Subject matter; Process (computing); Subject (documents); Fragmentation (computing)","score_opus":0.010409677832718093,"score_gpt":0.21873326570311175,"score_spread":0.20832358787039365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051379263","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":[0.9309281,0.00003773908,0.0000073035776,0.0004859238,0.00014927701,0.00021082889,0.000026931808,0.000021310487,0.068132594],"genre_scores_gemma":[0.055597886,0.00004154748,0.000376706,0.000002571656,0.000086382126,4.2871451e-7,0.00058507,0.000012937091,0.9432965],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991367,0.000027166396,0.000094583316,0.0002421007,0.00028766575,0.00021180921],"domain_scores_gemma":[0.99935484,0.000025146719,0.00013622196,0.0002400815,0.00016720277,0.00007653697],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000048005928,0.00015900997,0.0002579082,0.00019177239,0.0001882746,0.000013696252,0.00031206844,0.000088154346,0.08961655],"category_scores_gemma":[0.0000022840977,0.00018826035,0.0001604175,0.00013783648,0.00005310178,0.000028858942,0.000069471535,0.00020464986,0.00014074477],"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":[0.00043364224,0.00060290174,0.015800089,0.00076946034,0.00066286273,0.00012677458,0.22960058,0.00002457173,0.039719574,0.0018033498,0.16868538,0.5417708],"study_design_scores_gemma":[0.0027224044,0.00030021596,0.036423866,0.00053899107,0.00030642905,0.0000011600374,0.7922083,0.00074964867,0.012855858,0.00022048583,0.15241346,0.0012591744],"about_ca_topic_score_codex":0.11336675,"about_ca_topic_score_gemma":0.016852634,"teacher_disagreement_score":0.8753302,"about_ca_system_score_codex":0.000006280389,"about_ca_system_score_gemma":0.0001227956,"threshold_uncertainty_score":0.9404166},"labels":[],"label_agreement":null},{"id":"W7051456721","doi":"","title":"Provisional Zones","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Strangeness; Space (punctuation); Field (mathematics); Everyday life; Connection (principal bundle); Object (grammar); Work (physics)","score_opus":0.007937805221182133,"score_gpt":0.21839163156845778,"score_spread":0.21045382634727566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051456721","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":[0.9228326,0.000015300837,0.00001420495,0.00059028395,0.00018990018,0.00029594832,0.00006006286,0.000017772689,0.07598395],"genre_scores_gemma":[0.015496617,0.0000057061866,0.0011652482,0.0000026738217,0.0001079947,6.21233e-7,0.0008152242,0.000011726899,0.98239416],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990579,0.000027039368,0.000089068555,0.00026862824,0.00035271767,0.00020463551],"domain_scores_gemma":[0.99926746,0.00002007382,0.00014175006,0.00024621235,0.00024420026,0.000080285354],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007790499,0.0001530461,0.0002230416,0.00016982858,0.00014929612,0.000017628787,0.00034327913,0.00008746565,0.28750992],"category_scores_gemma":[0.000002240499,0.0001695747,0.00013348513,0.000116225536,0.00007652436,0.000028123986,0.00009165131,0.00015682717,0.00037253575],"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":[0.0005980558,0.00060375355,0.0040349457,0.00058540795,0.00045281657,0.000024914181,0.07961944,0.0000014602524,0.00980217,0.0057785735,0.2760938,0.62240463],"study_design_scores_gemma":[0.0028726081,0.0008348507,0.040046632,0.00059851306,0.0003535667,5.355515e-7,0.63284653,0.00071073783,0.0073487493,0.0014102445,0.31170997,0.0012670495],"about_ca_topic_score_codex":0.06545256,"about_ca_topic_score_gemma":0.02048459,"teacher_disagreement_score":0.90733594,"about_ca_system_score_codex":0.0000059919253,"about_ca_system_score_gemma":0.00015273197,"threshold_uncertainty_score":0.997389},"labels":[],"label_agreement":null},{"id":"W7051577295","doi":"","title":"Monster","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Monster; Property (philosophy); Diversity (politics); Sequence (biology)","score_opus":0.01050681924208531,"score_gpt":0.2257220366617139,"score_spread":0.21521521741962857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051577295","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":[0.67128927,0.000016130283,0.0000030859594,0.0005945769,0.00015050855,0.00020427555,0.000040158448,0.000010810592,0.32769117],"genre_scores_gemma":[0.0593333,0.000009503752,0.00013275667,0.0000017249679,0.00004779239,4.1038373e-7,0.00041455793,0.0000097979455,0.9400502],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99923843,0.000022560029,0.000070270915,0.00022948992,0.00024651212,0.00019274201],"domain_scores_gemma":[0.9991466,0.000014479993,0.00019399177,0.00044149737,0.00012849564,0.00007493157],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006411013,0.000142664,0.0002371472,0.00013354256,0.00022039919,0.000033538916,0.00049523107,0.00008679234,0.21392944],"category_scores_gemma":[0.0000019859601,0.00016485548,0.00014699726,0.00003722633,0.00006311475,0.000033892065,0.00007012238,0.00018828936,0.0002300422],"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":[0.00023716778,0.00023181865,0.00720986,0.00034883033,0.00034881226,0.00003556056,0.04904469,0.0000016478613,0.009338129,0.0017603951,0.1073757,0.8240674],"study_design_scores_gemma":[0.0032868993,0.00031071497,0.07065826,0.00064643583,0.00048230914,4.279238e-7,0.55175954,0.0003465265,0.008675315,0.000703072,0.36182737,0.0013031043],"about_ca_topic_score_codex":0.13111861,"about_ca_topic_score_gemma":0.030908402,"teacher_disagreement_score":0.8227643,"about_ca_system_score_codex":0.000004975941,"about_ca_system_score_gemma":0.00009744397,"threshold_uncertainty_score":0.986775},"labels":[],"label_agreement":null},{"id":"W7051578793","doi":"","title":"A paleopathological analysis of juveniles from Thebes: Childhood health in Byzantine Greece","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrostatic Discharge in Electronics","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":"University of Waterloo","funders":"","keywords":"Byzantine architecture; Juvenile; Bioarchaeology; Early childhood; Paleopathology","score_opus":0.004831988197233638,"score_gpt":0.19673164702703527,"score_spread":0.19189965882980164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051578793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954954,0.0030660788,0.00002867573,0.00032983138,0.00012512483,0.00020834044,0.00037923522,0.00011540482,0.0002519381],"genre_scores_gemma":[0.9817369,0.0025747512,0.0011236247,0.00001468627,0.000019820201,0.0000010225896,0.0035930953,0.00005503211,0.010881088],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986498,0.000065013555,0.00029605156,0.00036366124,0.00024009234,0.00038541],"domain_scores_gemma":[0.99931854,0.000064471795,0.00018161486,0.00031672418,0.000051607785,0.00006706249],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017713397,0.00028152755,0.0010074355,0.0008980112,0.000034828783,0.000011278937,0.00036837495,0.00025952994,0.00014560719],"category_scores_gemma":[0.000012875526,0.00031361164,0.00030629413,0.0011355983,0.00004633622,0.00008470027,0.0000329469,0.0005058626,0.000016054222],"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":[0.00031729374,0.00085183297,0.0052518174,0.0028082714,0.009050195,0.00028663347,0.912267,0.018593494,0.018004913,0.0022169824,0.0031704868,0.027181033],"study_design_scores_gemma":[0.004021049,0.0017196215,0.45046937,0.004793715,0.011976185,0.000009282703,0.3831968,0.12356966,0.010259649,0.0050934777,0.0013051856,0.0035859812],"about_ca_topic_score_codex":0.01971085,"about_ca_topic_score_gemma":0.25362015,"teacher_disagreement_score":0.52907026,"about_ca_system_score_codex":0.000090904134,"about_ca_system_score_gemma":0.000107800195,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W7051583345","doi":"","title":"Becoming the Poem","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Painting; Poetry; Theme (computing); Contradiction; Chose; Studio; Natural (archaeology); Reflexive pronoun; Subconscious","score_opus":0.010902052382976335,"score_gpt":0.22614772756498164,"score_spread":0.2152456751820053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051583345","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":[0.89987034,0.00007907916,0.0000039999522,0.0036048605,0.00027166063,0.00027930454,0.000033077016,0.000021195432,0.095836505],"genre_scores_gemma":[0.061386697,0.000011303428,0.00007862129,0.0000047932685,0.000068617235,6.720952e-7,0.00024885105,0.000012226603,0.9381882],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99923617,0.000031701515,0.0000767542,0.00021710596,0.00025450802,0.0001837908],"domain_scores_gemma":[0.9994871,0.000040627743,0.00008133044,0.0002628518,0.000081336526,0.000046777386],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001077346,0.00013558118,0.00017444776,0.00012425518,0.00016644601,0.000038387174,0.00039777995,0.00006149626,0.101701826],"category_scores_gemma":[0.000001486176,0.00011756633,0.00016127502,0.00014586339,0.00004709611,0.000017473545,0.00011308268,0.0002972227,0.000330661],"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":[0.00014172622,0.00016006074,0.0010013918,0.00065355806,0.0006292672,0.00004007289,0.29430684,0.000008792848,0.007948828,0.01101589,0.23880193,0.44529164],"study_design_scores_gemma":[0.0004543133,0.00007263013,0.0036212385,0.00025443974,0.00027471915,2.3962065e-7,0.8848482,0.00066705066,0.0013275535,0.0007089126,0.107454725,0.00031602656],"about_ca_topic_score_codex":0.10823457,"about_ca_topic_score_gemma":0.034876704,"teacher_disagreement_score":0.84235173,"about_ca_system_score_codex":0.000007433368,"about_ca_system_score_gemma":0.00009305659,"threshold_uncertainty_score":0.98273426},"labels":[],"label_agreement":null},{"id":"W7051640847","doi":"","title":"ANIMA ÜRBEM","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Liminality; Shadow (psychology); Identity (music); Collective memory; Newspaper; Seriousness; Poetry; Flourishing; Painting; Historiography; Spectacle","score_opus":0.007341532121327716,"score_gpt":0.20951295753374033,"score_spread":0.20217142541241262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051640847","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":[0.85078615,0.000015664204,0.000019962717,0.0006142337,0.00013508055,0.00023575412,0.000032273114,0.000020950923,0.14813994],"genre_scores_gemma":[0.07582241,0.0000067695046,0.0003872206,0.000004005614,0.000066991044,4.7481436e-7,0.0005883687,0.000013518821,0.92311025],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99907416,0.000041441126,0.00009193027,0.00026832058,0.00029661073,0.00022753472],"domain_scores_gemma":[0.9992719,0.000027205897,0.00015530948,0.00029752162,0.0001558899,0.00009212539],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009183369,0.00016579498,0.0002781011,0.00016894043,0.0001227721,0.000019129628,0.00037026985,0.00009545931,0.18184201],"category_scores_gemma":[0.0000022069908,0.00019558791,0.00015342134,0.00011453792,0.000045692035,0.000021655931,0.00007514421,0.00020646118,0.00030793494],"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":[0.000389642,0.00036869265,0.006324047,0.0006858237,0.00041899766,0.00002311372,0.05777844,0.0000056986323,0.017713038,0.008517131,0.16175865,0.74601674],"study_design_scores_gemma":[0.0038628576,0.0007094441,0.056449916,0.0005316436,0.0005176433,4.5063183e-7,0.5104806,0.00130267,0.008513571,0.00079834944,0.41524494,0.0015879121],"about_ca_topic_score_codex":0.1024033,"about_ca_topic_score_gemma":0.027418692,"teacher_disagreement_score":0.7749703,"about_ca_system_score_codex":0.000006804676,"about_ca_system_score_gemma":0.00008251688,"threshold_uncertainty_score":0.9903284},"labels":[],"label_agreement":null},{"id":"W7051701768","doi":"","title":"Disabling cities","year":2017,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Urbanization; Perspective (graphical); Global city; Global South","score_opus":0.013209566618157599,"score_gpt":0.21728595572636455,"score_spread":0.20407638910820697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051701768","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058522713,0.000052018928,0.000046181598,0.0008452898,0.00010638522,0.00020501268,0.000116834235,0.000038783226,0.99273723],"genre_scores_gemma":[0.00088191585,0.000033145974,0.00040022476,0.0000021774906,0.00012642877,2.578746e-7,0.000053436077,0.000049410737,0.998453],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993312,0.00002133373,0.00004046528,0.0002032073,0.0002042599,0.00019957335],"domain_scores_gemma":[0.99926853,0.000013765653,0.00016085332,0.00045572594,0.000033092292,0.00006805691],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053261694,0.0001381312,0.00023956795,0.0001747643,0.00012917374,0.000026808784,0.0004799983,0.00007170383,0.43312046],"category_scores_gemma":[0.0000017586016,0.000155135,0.00010732349,0.000033926593,0.00020097199,0.000016018028,0.00027518178,0.00012917114,0.00023393877],"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":[0.000007609956,0.000031634932,0.0013934103,0.00007665753,0.000097229546,0.000006692323,0.002425984,2.6547323e-7,0.0001232143,0.000761968,0.9387924,0.05628294],"study_design_scores_gemma":[0.00042968843,0.000028503653,0.00021975342,0.0001956048,0.000041870637,6.9515565e-8,0.018417466,0.00003853675,0.000049370294,0.00004685811,0.98034585,0.00018645283],"about_ca_topic_score_codex":0.31453803,"about_ca_topic_score_gemma":0.029160017,"teacher_disagreement_score":0.4328865,"about_ca_system_score_codex":0.000004156935,"about_ca_system_score_gemma":0.000050498824,"threshold_uncertainty_score":0.98855525},"labels":[],"label_agreement":null},{"id":"W7051763445","doi":"","title":"One Stone, Three Processes: A Material Culture Study on Queenston Limestone","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Work (physics); Building material; Natural materials; Natural (archaeology); Reputation; Carbonate rock","score_opus":0.015277648059501733,"score_gpt":0.24175452529980995,"score_spread":0.2264768772403082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051763445","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":[0.98988074,0.000008539823,0.000002094556,0.00038971796,0.0002821066,0.0013207396,0.00016656311,0.00008003982,0.007869468],"genre_scores_gemma":[0.26558965,0.000012054206,0.00008295932,0.0000030472133,0.00012606592,0.000007507186,0.0014045332,0.000033418808,0.73274076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982169,0.000063410036,0.0001698301,0.0005355235,0.00067176187,0.00034252479],"domain_scores_gemma":[0.99882746,0.00003308816,0.00025116187,0.0004381813,0.00034525487,0.00010486091],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013747912,0.00030854103,0.00049496465,0.00031327087,0.0002392303,0.00005358262,0.0005272775,0.00015511397,0.020288806],"category_scores_gemma":[0.00000723061,0.0003484464,0.00012418855,0.00041399096,0.000059250204,0.000043234504,0.00014356777,0.00035627806,0.00033823226],"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":[0.005196852,0.009138112,0.011596584,0.003498747,0.0026547718,0.0002200616,0.71091646,0.00003179473,0.04184131,0.0010320527,0.050192885,0.16368037],"study_design_scores_gemma":[0.0029185126,0.0023254708,0.06073677,0.0006480537,0.0004939872,1.5343136e-7,0.9246382,0.000029687824,0.005211831,0.00019046717,0.0019857425,0.0008211169],"about_ca_topic_score_codex":0.15647538,"about_ca_topic_score_gemma":0.13188842,"teacher_disagreement_score":0.7248713,"about_ca_system_score_codex":0.000021177457,"about_ca_system_score_gemma":0.00024714603,"threshold_uncertainty_score":0.99989676},"labels":[],"label_agreement":null},{"id":"W7051825448","doi":"","title":"Predictors of Loneliness and Transitions in Loneliness in Ontario Home Care Clients: Before and During the COVID-19 Pandemic","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Loneliness; Pandemic; Social isolation; Logistic regression; Multivariate analysis; Bivariate analysis; Population; Public health","score_opus":0.00659500630372336,"score_gpt":0.19808680935862774,"score_spread":0.19149180305490437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051825448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99919254,0.00013063975,0.0000022437175,0.00015438744,0.000075638745,0.0002348128,0.00013172188,0.000008748869,0.00006924182],"genre_scores_gemma":[0.98608285,0.000019378982,0.000015389029,0.000004052863,0.000016384385,0.0000024802403,0.00070122746,0.000010908725,0.013147345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992364,0.00005433413,0.00014682407,0.00025000513,0.00013371637,0.00017870065],"domain_scores_gemma":[0.9996056,0.00002014829,0.0001314364,0.0001372234,0.000042937038,0.00006263907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000885146,0.00015375632,0.00030964543,0.0002147014,0.00016943197,0.000009166866,0.00015720687,0.000070035225,0.00013554572],"category_scores_gemma":[0.0000016992288,0.00015166706,0.000050896964,0.000169629,0.00008497685,0.00009518558,0.0000470435,0.00033144208,2.0792196e-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":[0.00012650772,0.0000468178,0.6361344,0.00022818374,0.000040479397,0.0000046026876,0.36272934,0.00019663607,0.00025255117,0.00006726628,0.000006419686,0.00016680126],"study_design_scores_gemma":[0.0016952144,0.00012662937,0.643186,0.00009590181,0.00009851197,0.0000015789567,0.35423636,0.00003094738,0.000019470492,0.00026721507,0.00007025149,0.00017195208],"about_ca_topic_score_codex":0.43720344,"about_ca_topic_score_gemma":0.8256554,"teacher_disagreement_score":0.38845196,"about_ca_system_score_codex":0.00016374247,"about_ca_system_score_gemma":0.000176453,"threshold_uncertainty_score":0.6184803},"labels":[],"label_agreement":null},{"id":"W7051969105","doi":"","title":"In Protection of No Woman: Consent, Illegitimacy, and Gender-Based Violence in Early Modern Somerset, 1600-1699","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrostatic Discharge in Electronics","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":"Adjudication; Quarter (Canadian coin); Lived experience; Qualitative research; Session (web analytics); Work (physics)","score_opus":0.010449631803419046,"score_gpt":0.20311393997563856,"score_spread":0.19266430817221952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051969105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981464,0.00051479856,0.00008184192,0.000058617832,0.00017285637,0.00052180636,0.000038280225,0.00006643089,0.00039895106],"genre_scores_gemma":[0.9889042,0.0005290793,0.00044853645,0.0000052194127,0.000011547797,0.0000047572867,0.00012526952,0.00005481478,0.009916595],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888974,0.000040343315,0.00019473393,0.0003164666,0.00021534576,0.00034337695],"domain_scores_gemma":[0.9995557,0.00003455109,0.00009822441,0.000187105,0.000074871736,0.00004955965],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012080583,0.00025205105,0.0004003732,0.0006376145,0.000027162454,0.000014136241,0.00017437569,0.0002486566,0.000028427166],"category_scores_gemma":[0.000010491165,0.00033218382,0.00007376237,0.0003145362,0.00007173143,0.00020105473,0.000021053229,0.00049302884,0.000016993825],"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":[0.001915804,0.00059549324,0.004420778,0.037343673,0.00077964057,0.00065813167,0.5792616,0.0376718,0.32675993,0.0017089525,0.0013615186,0.0075227004],"study_design_scores_gemma":[0.008062099,0.0015856923,0.018945534,0.011460955,0.0006316808,0.000025735091,0.07895777,0.7873088,0.07296927,0.016345846,0.00035084464,0.0033557694],"about_ca_topic_score_codex":0.013866656,"about_ca_topic_score_gemma":0.078188166,"teacher_disagreement_score":0.749637,"about_ca_system_score_codex":0.00021217359,"about_ca_system_score_gemma":0.00014976002,"threshold_uncertainty_score":0.99991304},"labels":[],"label_agreement":null},{"id":"W7052041997","doi":"","title":"Proportionality and Fairness in Voting and Ranking Systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrostatic Discharge in Electronics","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":"Blackberry (Canada)","funders":"","keywords":"Voting; Deliberation; Social choice theory; Approval voting; Cardinal voting systems; Axiom; Outcome (game theory); Condorcet method; Bullet voting","score_opus":0.006616848220628861,"score_gpt":0.18848177127655502,"score_spread":0.18186492305592616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052041997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998481,0.00075434556,0.00003490358,0.000043929464,0.00017878645,0.00025226997,0.000011892536,0.00012437516,0.00011854282],"genre_scores_gemma":[0.96403676,0.0003808781,0.00011201539,7.929967e-7,0.000015309279,0.0000012040441,0.00022764358,0.00003976863,0.035185654],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991797,0.000026199883,0.00013832735,0.00022058684,0.00017520781,0.0002599608],"domain_scores_gemma":[0.9996844,0.000041261163,0.00008825994,0.000092946706,0.000051160678,0.000042003543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022160029,0.00016703892,0.00031691682,0.00022277726,0.000066681656,0.000024561292,0.00009832303,0.00017210958,0.000006568919],"category_scores_gemma":[0.000012523679,0.00021332214,0.000029727284,0.00018460567,0.000035896064,0.00014134147,0.000022773842,0.0002642255,0.0000030097594],"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":[0.00046553795,0.00018188909,0.06008931,0.037250668,0.0014259921,0.0005495325,0.78068936,0.029334383,0.03840713,0.027811013,0.0019334406,0.021861736],"study_design_scores_gemma":[0.0040275976,0.00028702954,0.16764054,0.0048219133,0.000567819,0.000047916492,0.55631053,0.25681347,0.002813595,0.0035666833,0.00038946272,0.0027134367],"about_ca_topic_score_codex":0.00983759,"about_ca_topic_score_gemma":0.048921205,"teacher_disagreement_score":0.22747909,"about_ca_system_score_codex":0.00009300229,"about_ca_system_score_gemma":0.00003634132,"threshold_uncertainty_score":0.99675596},"labels":[],"label_agreement":null},{"id":"W7052042253","doi":"","title":"Quantitative insights into phosphorus loadings and speciation in urban catchments","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Global Water Futures; Canada First Research Excellence Fund","keywords":"Hydrology (agriculture); Eutrophication; Urban runoff; Particulates; Stormwater; Surface runoff; Genetic algorithm; Aquatic ecosystem; Phosphorus; Precipitation","score_opus":0.008411334315888261,"score_gpt":0.21199005070999608,"score_spread":0.20357871639410782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052042253","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":[0.94320315,0.0000741503,0.00009529074,0.0002731771,0.00046226633,0.00034655211,0.000120932,0.00009808333,0.05532642],"genre_scores_gemma":[0.069294326,0.00015860038,0.00074364414,0.0000041154867,0.00005501357,5.4576776e-7,0.00007056316,0.00010317781,0.92957],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994437,0.000019459563,0.00007604902,0.00023040685,0.000099455974,0.00013089643],"domain_scores_gemma":[0.9995643,0.00006277559,0.00016480248,0.00012388243,0.00003149828,0.00005275611],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000027298329,0.00014755785,0.00023708802,0.0002829618,0.000058173624,0.000016356824,0.00010015527,0.000086908614,0.0009582001],"category_scores_gemma":[0.00000442293,0.00016775663,0.000050263272,0.00016020513,0.00006561542,0.00012225538,0.00007581268,0.00012697236,0.00040300802],"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":[0.00013058246,0.0005227575,0.1431504,0.0001791053,0.00060208625,0.00008357995,0.21507455,0.00007966612,0.00023504825,0.020842636,0.61545765,0.0036419204],"study_design_scores_gemma":[0.005391028,0.00067123503,0.04321,0.0027169597,0.00045658517,8.049423e-7,0.35086632,0.0013635639,0.0020412197,0.004834759,0.58657,0.0018774971],"about_ca_topic_score_codex":0.36945057,"about_ca_topic_score_gemma":0.08457183,"teacher_disagreement_score":0.8742436,"about_ca_system_score_codex":0.000059413353,"about_ca_system_score_gemma":0.00002232922,"threshold_uncertainty_score":0.99995506},"labels":[],"label_agreement":null},{"id":"W7052129927","doi":"","title":"The Raging Grannies: \\nUnderstanding the Role of Activism in the Lives of Older Women","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrostatic Discharge in Electronics","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; Circumstantial evidence; TSG101; Context (archaeology); Centenarian; Hyporeflexia","score_opus":0.004902096746230889,"score_gpt":0.1959807903652873,"score_spread":0.1910786936190564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052129927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957265,0.0015328085,0.00007079839,0.000119970224,0.00009352601,0.0003224393,0.000008817977,0.000025070682,0.0021000488],"genre_scores_gemma":[0.99209523,0.0008768257,0.000058691938,0.0000040736986,0.000012188088,0.0000014903492,0.000025231622,0.000030310533,0.0068959678],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99879724,0.00007807257,0.00018547646,0.00014464548,0.0003562061,0.00043833975],"domain_scores_gemma":[0.9989746,0.00037931834,0.00021322204,0.00034157862,0.00006726616,0.00002400759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062515,0.00019871996,0.0003106615,0.00019677621,0.0001812504,0.000018641653,0.0007052555,0.00011865814,0.000019325877],"category_scores_gemma":[0.000017107968,0.0001392124,0.000114858194,0.0003585383,0.00015141189,0.0001345497,0.000026186804,0.00047402832,0.0000013757262],"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":[0.000109210865,0.000038639548,0.0001740861,0.00030498067,0.00025063253,0.0000043720347,0.9815752,0.0009917568,0.011298396,0.0014585551,0.00009619266,0.0036979837],"study_design_scores_gemma":[0.00031460938,0.00007540883,0.000896241,0.00024747863,0.00006697487,0.0000016412299,0.9829686,0.0016469571,0.01093248,0.0024452507,0.00024028847,0.00016401174],"about_ca_topic_score_codex":0.0025035983,"about_ca_topic_score_gemma":0.015557749,"teacher_disagreement_score":0.013054151,"about_ca_system_score_codex":0.00018683853,"about_ca_system_score_gemma":0.00005949886,"threshold_uncertainty_score":0.86815894},"labels":[],"label_agreement":null},{"id":"W7052183920","doi":"","title":"Planting Imagination: Community Co-Design for Chinatown Toronto | Impact Report","year":2023,"lang":"en","type":"report","venue":"UWSpace (University of Waterloo)","topic":"Soil Moisture and Remote Sensing","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":"Chinatown; Vision; Metropolitan area; Solidarity; Local community; Pandemic; Appalachia","score_opus":0.049787844698245466,"score_gpt":0.29283864528178377,"score_spread":0.2430508005835383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052183920","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":[0.8394438,0.00024062041,0.0011293461,0.0011595621,0.0016203767,0.0018332426,0.00017573456,0.0005113378,0.15388598],"genre_scores_gemma":[0.19335559,0.00062174327,0.010232734,0.000028395249,0.0003059932,5.743847e-7,0.0013112832,0.00014511909,0.7939986],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99803954,0.00017794037,0.00022707865,0.00041125945,0.0007319045,0.00041225177],"domain_scores_gemma":[0.99829614,0.00022038059,0.00058286573,0.0006585385,0.000110896035,0.00013117066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017124632,0.00031956926,0.000565248,0.00008171968,0.00067403546,0.00003317423,0.00048059647,0.00033542828,0.000233118],"category_scores_gemma":[0.000137307,0.00032060803,0.00035726163,0.00015288425,0.00029042442,0.000340623,0.00032483521,0.00042973986,0.00008666117],"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":[0.00027541112,0.00032317132,0.027400661,0.00071648625,0.0008274005,0.0016371444,0.098758034,0.0015901648,0.0037004377,0.000005308351,0.80599797,0.0587678],"study_design_scores_gemma":[0.0029084163,0.001150803,0.7241939,0.0012663302,0.0013389922,0.0018845986,0.110872276,0.0034277663,0.0022640591,0.0008656115,0.14671586,0.0031113878],"about_ca_topic_score_codex":0.6708002,"about_ca_topic_score_gemma":0.2642412,"teacher_disagreement_score":0.69679326,"about_ca_system_score_codex":0.001325845,"about_ca_system_score_gemma":0.00017839891,"threshold_uncertainty_score":0.9999246},"labels":[],"label_agreement":null},{"id":"W7052200993","doi":"","title":"Quantifying Aquatic Carbon and Nitrogen Dynamics and Greenhouse Gas Mitigation Potential in Riparian Agroforestry Zones","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plasma Diagnostics and Applications","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":"Riparian zone; Vegetation (pathology); Riparian forest; Aquatic ecosystem; Ecosystem; Nitrogen; Hydrology (agriculture); Nutrient; Greenhouse gas","score_opus":0.007883448769575222,"score_gpt":0.18875938018145416,"score_spread":0.18087593141187894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052200993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992418,0.000074014286,0.000018481685,0.00017777657,0.0001111845,0.00019049428,0.000048969177,0.0000870521,0.000050202532],"genre_scores_gemma":[0.9948757,0.000906824,0.0006029972,9.116303e-7,0.000015292684,0.0000015452507,0.0007546361,0.000036034784,0.0028060377],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999416,0.000013401989,0.00010624025,0.00019324243,0.000105631065,0.00016550442],"domain_scores_gemma":[0.9996939,0.000044932847,0.000065068314,0.000116609735,0.000018946288,0.000060587237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005149332,0.00015478651,0.000221399,0.0002598313,0.00007458663,0.000023304028,0.00009172987,0.00020563047,0.000001553835],"category_scores_gemma":[0.000009224385,0.00020930647,0.000032986576,0.00016085323,0.000040809067,0.00007495199,0.000026806068,0.00016942387,0.000004826857],"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":[0.00058855943,0.0007833502,0.2768295,0.017846476,0.0024037603,0.001566685,0.4561784,0.084967256,0.052702192,0.020973656,0.0012537236,0.083906434],"study_design_scores_gemma":[0.00082783046,0.000045635647,0.09032023,0.0004975341,0.00027091953,0.0000052633222,0.0694715,0.83444,0.0010154725,0.0025879121,0.000006338667,0.0005113653],"about_ca_topic_score_codex":0.025590332,"about_ca_topic_score_gemma":0.3720626,"teacher_disagreement_score":0.74947274,"about_ca_system_score_codex":0.00004857749,"about_ca_system_score_gemma":0.000016163132,"threshold_uncertainty_score":0.9808983},"labels":[],"label_agreement":null},{"id":"W7052202219","doi":"","title":"REBUILDING OUR WATERS: An alternative view of Ontario cottage country through models of community engagement and shared environmental stewardship.","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Indigenous; Context (archaeology); Work (physics); Stakeholder; Local community; Socioeconomic status; Community engagement; Community organization; Community development","score_opus":0.02915764287750601,"score_gpt":0.2166770440929044,"score_spread":0.1875194012153984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052202219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983954,0.00013834792,0.00005836076,0.000038204285,0.00007895332,0.00023242513,0.0006984101,0.000021271053,0.00033861527],"genre_scores_gemma":[0.9896709,0.0011731681,0.0021411753,0.0000047755307,0.0000078139055,0.000001471133,0.0025676563,0.000026504302,0.0044065793],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99915373,0.00008262865,0.00018423647,0.00016284613,0.00026831045,0.00014826331],"domain_scores_gemma":[0.9993382,0.000047569432,0.00017128317,0.00033294916,0.000043062224,0.00006691114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001657561,0.0002045785,0.00043491562,0.00007817431,0.00013278243,0.000013854791,0.00034155193,0.00017204387,0.000053415413],"category_scores_gemma":[0.0000043085843,0.00025752836,0.0000741563,0.00006258302,0.00004552803,0.0002959289,0.00011633266,0.00041295987,0.0000013298118],"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":[0.0000778303,0.00059575663,0.00071717094,0.0022357516,0.0008496819,0.000032242715,0.9384118,0.033677705,0.020457314,0.0012900691,0.00033707326,0.0013176119],"study_design_scores_gemma":[0.001879381,0.00028871724,0.009874658,0.00203862,0.0006883532,0.000005430117,0.89351124,0.015949966,0.0724834,0.0011349859,0.001200692,0.00094453146],"about_ca_topic_score_codex":0.136358,"about_ca_topic_score_gemma":0.21352296,"teacher_disagreement_score":0.07716496,"about_ca_system_score_codex":0.0001884603,"about_ca_system_score_gemma":0.00006525975,"threshold_uncertainty_score":0.9999877},"labels":[],"label_agreement":null},{"id":"W7052246101","doi":"","title":"Probabilistic Finite Element Analysis of Structures using the Multiplicative Dimensional Reduction Method","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":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; University of Waterloo","keywords":"Probabilistic logic; Probability distribution; Random variable; Probability density function; Empirical probability; Entropy (arrow of time)","score_opus":0.021460407815898114,"score_gpt":0.2863176968080085,"score_spread":0.26485728899211036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052246101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974516,0.000025082883,0.0004926599,0.00025205192,0.00007753228,0.00058512937,0.00019494392,0.000006761942,0.0009142062],"genre_scores_gemma":[0.70550615,0.000007278272,0.020551926,0.0000037582058,0.00008866232,0.0000051176185,0.0037461603,0.000028529863,0.27006245],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986962,0.00017128147,0.00017917207,0.0002982679,0.0004929011,0.00016218031],"domain_scores_gemma":[0.9983976,0.00010517051,0.00045186764,0.00035480686,0.00062986277,0.000060730577],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029612484,0.0001661861,0.00039615328,0.00036772448,0.00014826063,0.000011242337,0.0002971268,0.00006982819,0.014532734],"category_scores_gemma":[0.000012594797,0.00014202994,0.00022985562,0.00056708086,0.000097749435,0.00002365945,0.000102599726,0.00018368184,0.0000020581099],"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":[0.0020429753,0.001142657,0.004303164,0.0008379886,0.01827218,0.000007168836,0.37681577,0.19635591,0.14113048,0.008675038,0.007835648,0.24258104],"study_design_scores_gemma":[0.0015908997,0.00027347272,0.02270843,0.00014786939,0.008974442,3.3453014e-7,0.65221,0.30118427,0.008257038,0.0028241419,0.0011760975,0.00065301196],"about_ca_topic_score_codex":0.09706759,"about_ca_topic_score_gemma":0.008940305,"teacher_disagreement_score":0.29194552,"about_ca_system_score_codex":0.000028789953,"about_ca_system_score_gemma":0.00018416016,"threshold_uncertainty_score":0.9863681},"labels":[],"label_agreement":null},{"id":"W7052281060","doi":"","title":"Sampling-based Predictive Database Buffer Management","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plasma Diagnostics and Applications","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":"Blackberry (Canada)","funders":"","keywords":"Set (abstract data type); Sample (material); Volume (thermodynamics); Buffer (optical fiber); Series (stratigraphy); Random access","score_opus":0.01209401962282691,"score_gpt":0.20366777505177158,"score_spread":0.19157375542894467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052281060","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":[0.99499273,0.000034143082,0.0007516127,0.00018021923,0.00040255676,0.0004144812,0.0009780999,0.00043117962,0.001814954],"genre_scores_gemma":[0.33862257,0.0020239756,0.02129853,0.000031364747,0.00015645147,0.000028881846,0.036544777,0.00032199855,0.60097146],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929553,0.0000074390177,0.00008541981,0.000235551,0.0001813988,0.00019467548],"domain_scores_gemma":[0.9994511,0.000059436705,0.00005390078,0.00031344313,0.00004764786,0.000074448915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047593774,0.0001818234,0.00020631154,0.000249295,0.00009661675,0.00001329531,0.00027689128,0.00013938565,0.000054168748],"category_scores_gemma":[0.000004430072,0.00023966732,0.000087701366,0.00021724298,0.000026484535,0.00006041255,0.0000354045,0.0001677372,0.0002528101],"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":[0.0006467099,0.00092875015,0.0006680837,0.014784058,0.004224889,0.00076313585,0.1004009,0.5920689,0.0129372245,0.011146536,0.2414443,0.019986495],"study_design_scores_gemma":[0.006716724,0.0003997407,0.078203306,0.0054927175,0.0045057633,0.0000030154088,0.3403897,0.46397927,0.03991574,0.0028525898,0.052635342,0.004906101],"about_ca_topic_score_codex":0.0017659959,"about_ca_topic_score_gemma":0.009448708,"teacher_disagreement_score":0.65637016,"about_ca_system_score_codex":0.00006385857,"about_ca_system_score_gemma":0.000017726872,"threshold_uncertainty_score":0.977335},"labels":[],"label_agreement":null},{"id":"W7052513544","doi":"","title":"The Role of Heat Shock Protein 70 in Protecting Muscle Mechanical Function &amp; SERCA Function in Human Skeletal Muscle","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plasma Diagnostics 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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Isometric exercise; Skeletal muscle; SERCA; Hsp70; Contraction (grammar); Heat shock protein; Muscle contraction","score_opus":0.006347738637891099,"score_gpt":0.18330153316804393,"score_spread":0.17695379453015284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052513544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984432,0.00006517669,0.000075849915,0.00011175531,0.00007662217,0.00076861895,0.000014110663,0.00006479143,0.000379903],"genre_scores_gemma":[0.9957573,0.00003622056,0.000217792,0.0000012872364,0.000024575142,0.000012417422,0.00023740662,0.000024938809,0.0036880833],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999081,0.000049264287,0.00020785218,0.00023778352,0.00018788736,0.00023622479],"domain_scores_gemma":[0.9995154,0.00004571521,0.00009329343,0.00024455643,0.000058327965,0.00004268515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021614044,0.00018373509,0.0002574415,0.00023226402,0.00018974705,0.000016546215,0.00020211544,0.00027395049,0.000016934959],"category_scores_gemma":[0.00001983926,0.00020443572,0.000095146555,0.0003225023,0.00002362049,0.00012806541,0.000024624534,0.0004874971,0.000011587677],"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":[0.00015083839,0.0003325587,0.00014126005,0.00047027317,0.00008389818,0.000006193183,0.014420734,0.024024269,0.90818185,0.0032724375,0.00011601156,0.04879968],"study_design_scores_gemma":[0.0063751517,0.0016288342,0.3494148,0.0039815023,0.00064399705,0.000004874483,0.29171836,0.09178726,0.19388635,0.03654228,0.020667238,0.0033493324],"about_ca_topic_score_codex":0.010211324,"about_ca_topic_score_gemma":0.21941242,"teacher_disagreement_score":0.7142955,"about_ca_system_score_codex":0.00012345292,"about_ca_system_score_gemma":0.000024055995,"threshold_uncertainty_score":0.9963798},"labels":[],"label_agreement":null},{"id":"W7052529912","doi":"","title":"Public Willingness to Pay for Water Quality Improvements in the Great Lakes Basin Before and During Covid-19","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Willingness to pay; Nonmarket forces; Water quality; Valuation (finance); Contingent valuation; Watershed; Quality (philosophy); Structural basin","score_opus":0.021934670428526204,"score_gpt":0.2241549130453796,"score_spread":0.2022202426168534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052529912","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":[0.98892057,0.000009348522,0.00019793492,0.008580946,0.00009451917,0.0008116323,0.00065538153,0.00025510727,0.00047456645],"genre_scores_gemma":[0.24794008,0.00024338724,0.0012558274,0.00017223766,0.00012671505,0.00004265256,0.00030577998,0.0004443325,0.749469],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993133,0.000018717203,0.00008363322,0.00021896853,0.00011031246,0.00025508425],"domain_scores_gemma":[0.999542,0.000066925364,0.000032888733,0.00023958078,0.000015819856,0.000102766084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017907232,0.00015384902,0.00022172571,0.0001858339,0.00011093672,0.000029227169,0.00026415946,0.00012844424,0.00003871216],"category_scores_gemma":[0.000023699768,0.00011430918,0.00004973794,0.00012886354,0.00004109179,0.000055382956,0.000079852034,0.000094891024,0.000021623546],"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":[0.0002179968,0.00062806666,0.09610606,0.015973773,0.0017557864,0.00025362917,0.43655327,0.0071729543,0.012304572,0.011693303,0.398827,0.018513603],"study_design_scores_gemma":[0.005475835,0.00020719401,0.057032567,0.0005802005,0.0002830347,0.0000067409505,0.042740427,0.0027063324,0.0029743256,0.002626329,0.8834361,0.0019309034],"about_ca_topic_score_codex":0.013434899,"about_ca_topic_score_gemma":0.2185298,"teacher_disagreement_score":0.7489944,"about_ca_system_score_codex":0.00006653007,"about_ca_system_score_gemma":0.000012182366,"threshold_uncertainty_score":0.99313474},"labels":[],"label_agreement":null},{"id":"W7052552435","doi":"","title":"Sacred Memories, Decolonial Futurities","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Divinity; Colonialism; Indigenous; Tourism; Undo; Collective memory; Diversity (politics)","score_opus":0.005128934139934891,"score_gpt":0.17682823469447992,"score_spread":0.17169930055454502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052552435","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":[0.9958116,0.00020326042,0.000003372969,0.0001991357,0.00063929707,0.00016903922,0.0003790438,0.00015593898,0.0024393483],"genre_scores_gemma":[0.4214358,0.0024916357,0.0027391587,0.0000137053175,0.00017700571,0.000009948637,0.006660963,0.000112567934,0.5663592],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994026,0.000011152373,0.00008140524,0.00016143978,0.0001661571,0.00017728546],"domain_scores_gemma":[0.9996033,0.000045295765,0.000057363894,0.00019847376,0.00003767493,0.00005793535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000036347163,0.00015754807,0.0002376161,0.00014351193,0.00020837697,0.000014771794,0.00029280825,0.00014520665,0.0006460971],"category_scores_gemma":[0.0000054278353,0.00022429903,0.000095935764,0.00014215887,0.00003099251,0.00007206923,0.000036919027,0.00022686104,0.000043549728],"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":[0.00037247196,0.00045470608,0.0004421448,0.0031464887,0.0016044066,0.000381793,0.5293779,0.02912339,0.013459879,0.016617808,0.38884425,0.016174797],"study_design_scores_gemma":[0.0018672186,0.00021767206,0.008262413,0.00020564122,0.00078043214,0.0000102173,0.54611117,0.0070325746,0.023183748,0.0022328382,0.40813836,0.0019577455],"about_ca_topic_score_codex":0.0037221129,"about_ca_topic_score_gemma":0.0487811,"teacher_disagreement_score":0.57437575,"about_ca_system_score_codex":0.00009120114,"about_ca_system_score_gemma":0.000045138357,"threshold_uncertainty_score":0.9685762},"labels":[],"label_agreement":null},{"id":"W7052625263","doi":"","title":"Synthesis of Vertically-Aligned Zinc Oxide Nanowires and Their Applications as Photocatalysts","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plasma Diagnostics and Applications","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":"Blackberry (Canada)","funders":"","keywords":"Photocatalysis; Methyl orange; Nanowire; Zinc; Photodegradation; Hydrothermal circulation; Aqueous solution; Transmission electron microscopy","score_opus":0.004405953093020995,"score_gpt":0.17236779594611623,"score_spread":0.16796184285309523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052625263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997542,0.00012028637,0.00006886091,0.00011466353,0.000028908538,0.0004846117,0.00015194557,0.00007507133,0.0014136365],"genre_scores_gemma":[0.9812629,0.00069447834,0.0014596322,0.0000038474204,0.000011432583,0.000029120298,0.00033827475,0.000038759525,0.016161555],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993598,0.00001160456,0.0001411614,0.00021417298,0.00010997431,0.00016328313],"domain_scores_gemma":[0.99921,0.00018561864,0.00009451055,0.00031777716,0.00009362096,0.0000984517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040243987,0.00020057347,0.00035232535,0.00015960315,0.00009141729,0.000013625698,0.00027729754,0.00020960975,0.000048351707],"category_scores_gemma":[0.000014728163,0.00022021166,0.000094334144,0.00014831212,0.00008690237,0.0000852132,0.00003511715,0.00008175332,0.00008168367],"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":[0.00006667366,0.00027921508,0.00013087338,0.0022713887,0.0008692419,0.000007180035,0.029172154,0.00053982204,0.93980896,0.008234081,0.00371035,0.014910049],"study_design_scores_gemma":[0.00028325684,0.000034214725,0.002299276,0.00032151295,0.00033754582,0.0000028695404,0.031097768,0.0035688288,0.9583332,0.0013949055,0.0018259513,0.0005006539],"about_ca_topic_score_codex":0.0054172846,"about_ca_topic_score_gemma":0.0039357566,"teacher_disagreement_score":0.018524246,"about_ca_system_score_codex":0.000028609686,"about_ca_system_score_gemma":0.000029606479,"threshold_uncertainty_score":0.8979971},"labels":[],"label_agreement":null},{"id":"W7052725202","doi":"","title":"Thermodynamics, kinetics and inclusion body formation of a de novo designed protein Threefoil","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magneto-Optical Properties and Applications","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":"University of Waterloo","funders":"","keywords":"Guanidine; Circular dichroism; Protein folding; Denaturation (fissile materials); Folding (DSP implementation); Equilibrium unfolding; Urea; Kinetics; Native state","score_opus":0.005242776506134961,"score_gpt":0.16814994190937926,"score_spread":0.1629071654032443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052725202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99309105,0.00010698703,0.0047448855,0.00013086907,0.000022574048,0.00033609237,0.000016813476,0.00005228864,0.0014984431],"genre_scores_gemma":[0.98052925,0.00010857258,0.003523093,0.0000030918468,0.000011898751,0.0000015624508,0.00015847257,0.000021681913,0.015642395],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99948275,0.000018565783,0.00011843401,0.00011255066,0.00013236504,0.00013534148],"domain_scores_gemma":[0.9995947,0.00001281501,0.0000909584,0.00016835885,0.00008086407,0.00005229409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000081080754,0.0001332117,0.00021571864,0.000093137656,0.00014876324,0.000006548384,0.00018005606,0.00019454054,0.00003480077],"category_scores_gemma":[0.0000065931713,0.00014208496,0.000048159687,0.000070751004,0.00004779259,0.00008425807,0.00015178621,0.00011547664,0.0000031264346],"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":[0.00012248065,0.00006441371,0.000012279309,0.002469454,0.000044301938,0.0000020288544,0.052527476,0.0014183105,0.9262838,0.0021818902,0.00007353114,0.014800053],"study_design_scores_gemma":[0.002378554,0.0009965484,0.0032358659,0.0014394812,0.00053455797,0.000007127329,0.041688763,0.7802279,0.1597548,0.0065128584,0.0018854389,0.001338137],"about_ca_topic_score_codex":0.00213512,"about_ca_topic_score_gemma":0.0054981,"teacher_disagreement_score":0.77880955,"about_ca_system_score_codex":0.000048401907,"about_ca_system_score_gemma":0.000012359342,"threshold_uncertainty_score":0.5794056},"labels":[],"label_agreement":null},{"id":"W7052751643","doi":"","title":"Second homes in Mexico: An exploration of the social connections of international residents in the city of Merida","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Consejo De Ciencia, Innovación Y Tecnología Del Estado De Yucatán; University of Waterloo; Consejo Nacional de Ciencia y Tecnología","keywords":"Social capital; Qualitative research; Construct (python library); Perspective (graphical); Interpersonal ties; Social relation; Social group; Social position; Social network (sociolinguistics)","score_opus":0.018411623900293397,"score_gpt":0.22385174046382397,"score_spread":0.20544011656353056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052751643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99829215,0.000012950725,0.000008114495,0.0000568463,0.0002491462,0.000092762886,0.000053314932,0.000006401583,0.0012283204],"genre_scores_gemma":[0.99849665,0.00003935038,0.000028100387,4.6768895e-7,0.000015770787,3.117899e-7,0.00007427215,0.000010537422,0.0013345114],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9995582,0.000022292288,0.0001161298,0.0000752963,0.00016140201,0.0000666712],"domain_scores_gemma":[0.9995881,0.0000153738,0.00016270287,0.0001641171,0.000060715054,0.000008992203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009314594,0.00008172953,0.00019640023,0.00014555767,0.000040615443,0.000006762376,0.0003795936,0.00008734319,0.00003765641],"category_scores_gemma":[0.000007499326,0.00007751459,0.00007244205,0.00009967398,0.000040888866,0.0003757141,0.00001955887,0.00014754478,3.1840756e-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":[0.00019124414,0.00029783646,0.017607203,0.0013661773,0.00040170742,0.0000060429206,0.76288384,0.010949544,0.19796547,0.005627855,0.0003899721,0.002313123],"study_design_scores_gemma":[0.000771123,0.000049121798,0.7799321,0.00040697568,0.000059685673,3.93211e-7,0.1931885,0.0025976996,0.02186601,0.0007074492,0.00019742489,0.00022353725],"about_ca_topic_score_codex":0.009085948,"about_ca_topic_score_gemma":0.06233016,"teacher_disagreement_score":0.76232487,"about_ca_system_score_codex":0.000035281195,"about_ca_system_score_gemma":0.000017209388,"threshold_uncertainty_score":0.99751264},"labels":[],"label_agreement":null},{"id":"W7052785988","doi":"","title":"TIME VARYING GENDER AND PASSIVE TISSUE RESPONSES TO PROLONGED DRIVING","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrostatic Discharge in Electronics","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":"University of Waterloo","funders":"","keywords":"Lumbar; Sitting; Pelvic tilt; Low back pain; Lumbar spine; Range of motion; Pelvis; Back pain","score_opus":0.006766538606593742,"score_gpt":0.196952064163072,"score_spread":0.19018552555647827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052785988","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":[0.9979443,0.00045077113,0.000053236643,0.00013620789,0.0001183609,0.00039571314,0.000039967406,0.00019025257,0.0006711896],"genre_scores_gemma":[0.48138395,0.0012664676,0.008044805,0.000026205338,0.000091742746,0.0000034755408,0.00093084475,0.000216958,0.50803554],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99876374,0.00004633457,0.00012698589,0.00038792065,0.0002480016,0.00042701027],"domain_scores_gemma":[0.9992107,0.00007610533,0.000085585736,0.00040503105,0.000095609335,0.00012693547],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008101189,0.00028145956,0.00039916215,0.00031509524,0.0001645971,0.000019487903,0.00040867753,0.00024139456,0.00008863458],"category_scores_gemma":[0.0000359303,0.00036523433,0.00004286988,0.0001984066,0.00004783713,0.00023070865,0.00007904033,0.00032804537,0.00007788534],"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":[0.00063523615,0.00009704777,0.0002776902,0.0014023316,0.0010930441,0.00044358,0.5694566,0.002791554,0.384053,0.000104003586,0.024287365,0.015358594],"study_design_scores_gemma":[0.010285422,0.00449059,0.04410184,0.0049804654,0.0044702506,0.0005619059,0.35087344,0.15296371,0.3664625,0.0016140633,0.044238325,0.014957499],"about_ca_topic_score_codex":0.0005411137,"about_ca_topic_score_gemma":0.0030350285,"teacher_disagreement_score":0.5165604,"about_ca_system_score_codex":0.000115915725,"about_ca_system_score_gemma":0.00009559286,"threshold_uncertainty_score":0.99987996},"labels":[],"label_agreement":null},{"id":"W7052887151","doi":"","title":"Uncovering indicators of adaptive water capacity: A rapid systematic map","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Corporate governance; Benchmark (surveying); Water development; Systematic review; Water resources; Water sector; Adaptive capacity; Water use","score_opus":0.011209759620420631,"score_gpt":0.19113196818330383,"score_spread":0.1799222085628832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052887151","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3632906,0.00027035462,0.00039765608,0.0019433838,0.0009693115,0.005796461,0.0009866972,0.0006337584,0.62571174],"genre_scores_gemma":[0.021480404,0.00001164681,0.0002762865,0.0000017460835,0.00004258647,0.0000022541853,0.000022453796,0.00014079383,0.9780218],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9987375,0.00009501978,0.00016368275,0.00028355635,0.00041859943,0.00030164525],"domain_scores_gemma":[0.9991135,0.000047087153,0.00027344475,0.00042025011,0.00005283683,0.00009286351],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019444354,0.00021960548,0.00063015433,0.0006848563,0.00005402404,0.000009797702,0.00041044026,0.00011612109,0.09974516],"category_scores_gemma":[0.0000026394123,0.00019717439,0.00019555193,0.00019946862,0.00017064018,0.000021021728,0.00033706074,0.00017782305,0.00039753033],"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":[0.0002950922,0.0009907562,0.0066443407,0.10306095,0.007906666,0.00016203067,0.16784827,0.000059614296,0.008134108,0.0051585822,0.6748607,0.024878852],"study_design_scores_gemma":[0.009674284,0.0018857361,0.0013362736,0.05930802,0.0029696536,0.0000020712675,0.67140764,0.00086387515,0.018155036,0.0007489339,0.22955824,0.0040902393],"about_ca_topic_score_codex":0.1532959,"about_ca_topic_score_gemma":0.011069887,"teacher_disagreement_score":0.50355935,"about_ca_system_score_codex":0.00001767293,"about_ca_system_score_gemma":0.00004669827,"threshold_uncertainty_score":0.9010778},"labels":[],"label_agreement":null},{"id":"W7052888138","doi":"","title":"Social Media Influencers- A Review of Operations Management Literature","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Focus (optics); Social media; Field (mathematics); Context (archaeology); Systematic review","score_opus":0.011185389646076677,"score_gpt":0.24759300683685714,"score_spread":0.23640761719078046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052888138","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":[0.9231067,0.0019078684,0.000007130533,0.0056493348,0.00041239912,0.001874775,0.0005636663,0.00006674462,0.06641142],"genre_scores_gemma":[0.0051131835,0.0032982074,0.00040632387,0.000016261789,0.00007645856,0.000005050755,0.0040885136,0.000019585841,0.9869764],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990046,0.0000498725,0.00015839118,0.00022355132,0.00039989228,0.0001636977],"domain_scores_gemma":[0.9992678,0.000027078431,0.00013454157,0.00021173582,0.00031029189,0.000048551316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012664193,0.00014851024,0.00033217066,0.00023837626,0.00012903078,0.000016604772,0.00034314135,0.00007785195,0.029366538],"category_scores_gemma":[0.0000052682412,0.00016594246,0.00018550485,0.00045266966,0.000049351984,0.000033564287,0.000107927546,0.00019088137,0.000063925254],"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":[0.0001699686,0.00037430372,0.00038143777,0.04340942,0.0011517069,0.00006941232,0.33295304,0.000011909646,0.0022380273,0.016975226,0.28638035,0.31588522],"study_design_scores_gemma":[0.0030389982,0.00020473766,0.03537992,0.041184776,0.0016133428,3.2987313e-7,0.8593811,0.00019276654,0.0009673335,0.00065540196,0.056061175,0.0013201464],"about_ca_topic_score_codex":0.00976757,"about_ca_topic_score_gemma":0.01006282,"teacher_disagreement_score":0.920565,"about_ca_system_score_codex":0.000009527965,"about_ca_system_score_gemma":0.00008055025,"threshold_uncertainty_score":0.99682647},"labels":[],"label_agreement":null},{"id":"W7052893122","doi":"","title":"Thinking outside the box; fast error estimation for next generation galaxy surveys","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Measure (data warehouse); Set (abstract data type); Covariance matrix; Mode (computer interface); Noise (video); Context (archaeology)","score_opus":0.027595968029740264,"score_gpt":0.2535706806867063,"score_spread":0.22597471265696603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052893122","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":[0.9698669,0.00010526217,0.009476313,0.0063097742,0.0009512839,0.0019454664,0.00020294369,0.00006992205,0.0110721495],"genre_scores_gemma":[0.1493653,0.000009932905,0.002957051,0.000008719532,0.00021300784,0.000009313559,0.004376145,0.000030955114,0.84302956],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987787,0.00012116044,0.00014778475,0.0003255655,0.0003976083,0.00022917324],"domain_scores_gemma":[0.99916214,0.000083960134,0.00018049951,0.000282981,0.00024006494,0.000050366736],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005883372,0.00019750756,0.00023013957,0.00017252335,0.0003811532,0.000157656,0.00039862015,0.0001033143,0.010873689],"category_scores_gemma":[0.000008778737,0.00018113473,0.00019543695,0.00015879994,0.000044470653,0.00007945194,0.00008407787,0.00023835519,0.00007942053],"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":[0.00012707687,0.0001439105,0.00057919556,0.0009586772,0.0005278007,0.000006845655,0.18084009,0.0006905649,0.023911677,0.006255435,0.09205409,0.69390464],"study_design_scores_gemma":[0.0022277203,0.0004644828,0.012239697,0.00073670247,0.0011203589,7.607201e-7,0.6882221,0.26177204,0.011732598,0.0041258615,0.016062118,0.0012955712],"about_ca_topic_score_codex":0.0430587,"about_ca_topic_score_gemma":0.05297285,"teacher_disagreement_score":0.8319574,"about_ca_system_score_codex":0.000020748737,"about_ca_system_score_gemma":0.00014399432,"threshold_uncertainty_score":0.9900305},"labels":[],"label_agreement":null},{"id":"W7052926511","doi":"","title":"A Structured Testing Framework for ADAS Software Development","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Unit testing; Integration testing; Test Management Approach; Software development; Test strategy; Software development process; Modular design; System integration testing; White-box testing; Test harness","score_opus":0.016729476957832688,"score_gpt":0.20761539595351738,"score_spread":0.1908859189956847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052926511","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":[0.9965492,0.000028577198,0.00204579,0.00006442929,0.00034398478,0.0003569607,0.00016909641,0.00038483937,0.000057115107],"genre_scores_gemma":[0.05768478,0.00007303866,0.8392026,0.000007901443,0.000109603614,0.000017823182,0.0037420513,0.00017076221,0.09899146],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993728,0.0000035362714,0.00009923235,0.00019323129,0.000121773715,0.00020947473],"domain_scores_gemma":[0.99934095,0.0002568343,0.00007717143,0.00016408593,0.00009770613,0.00006326434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037346286,0.000174188,0.00022793816,0.00014365368,0.000168617,0.00001612586,0.00023319235,0.0002641523,0.00001446767],"category_scores_gemma":[0.00009243022,0.00022738022,0.000067160414,0.00021503952,0.000014421319,0.000039411454,0.000022554088,0.00017556743,0.000044872573],"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":[0.00025007647,0.00024513702,0.0021568756,0.013817022,0.002612393,0.00013750607,0.53036606,0.09186908,0.014186741,0.012535218,0.0479243,0.28389964],"study_design_scores_gemma":[0.005025002,0.00043853326,0.17112671,0.011206665,0.0023134088,0.0000128954125,0.45309597,0.062263455,0.14166261,0.08947073,0.054701466,0.008682541],"about_ca_topic_score_codex":0.000575585,"about_ca_topic_score_gemma":0.0105797155,"teacher_disagreement_score":0.9388644,"about_ca_system_score_codex":0.00006265239,"about_ca_system_score_gemma":0.0000616976,"threshold_uncertainty_score":0.92722964},"labels":[],"label_agreement":null},{"id":"W7053115433","doi":"","title":"Turnpike Property for Generalized Linear-Quadratic Optimal Control Problem","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Optimal control; Property (philosophy); Trajectory; Relation (database); Control theory (sociology); Control (management); Algebraic number; Sequence (biology)","score_opus":0.013142638692382427,"score_gpt":0.2325275769377574,"score_spread":0.21938493824537497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053115433","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":[0.98457634,0.00004002988,0.00061070296,0.0030367137,0.00042176968,0.0040246667,0.0004547973,0.000114120725,0.0067208284],"genre_scores_gemma":[0.0068431674,0.000013449526,0.0042926664,0.000007551904,0.00014772605,0.000021682237,0.0018383929,0.00004039006,0.98679495],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986313,0.000062589264,0.00019168282,0.0004071339,0.00032185743,0.00038546196],"domain_scores_gemma":[0.9988165,0.00006748753,0.00023397424,0.0002935467,0.00046965436,0.0001188751],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019012764,0.0002599508,0.00048574473,0.00020790259,0.00021932535,0.000034175988,0.00041126818,0.0001372697,0.018530479],"category_scores_gemma":[0.000008972354,0.00022898636,0.00028749998,0.00017756113,0.00005588197,0.00003802832,0.00006367374,0.00021961964,0.00011043335],"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":[0.006023057,0.0014321089,0.0020649147,0.0063905907,0.0031779718,0.00006395062,0.14351332,0.0013276775,0.07156175,0.0034481823,0.36673146,0.394265],"study_design_scores_gemma":[0.03790336,0.0031243823,0.0051753055,0.0016130052,0.0033819207,7.4059284e-7,0.60023123,0.13051316,0.011891117,0.0010470795,0.20119718,0.0039215256],"about_ca_topic_score_codex":0.060549818,"about_ca_topic_score_gemma":0.01614451,"teacher_disagreement_score":0.98007417,"about_ca_system_score_codex":0.0000138975065,"about_ca_system_score_gemma":0.00023841497,"threshold_uncertainty_score":0.98236674},"labels":[],"label_agreement":null},{"id":"W7053234739","doi":"","title":"Transitions in Mood Among Residents of Canadian Long-Term Care Facilities: The Effects of COVID-19 Individual Risk Factors and Regional Characteristics","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radiation Detection and Scintillator Technologies","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":"Loneliness; Psychosocial; Mental health; Mood; Vulnerability (computing); Social isolation; Health care; Coping (psychology)","score_opus":0.008883237179962873,"score_gpt":0.2050243553760832,"score_spread":0.19614111819612035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053234739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99781656,0.000088739354,0.0000024262945,0.00015972891,0.00012714973,0.00027008052,0.0014765991,0.000016072467,0.000042627085],"genre_scores_gemma":[0.99418837,0.000080538455,0.000007693229,0.0000013246076,0.000008173779,0.00000101793,0.00045271902,0.000008388446,0.005251781],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932164,0.00005474474,0.00014228618,0.00018771598,0.00016443657,0.00012919283],"domain_scores_gemma":[0.99939495,0.00006689418,0.00022133646,0.0001619243,0.000068346,0.00008656514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051592673,0.00014842732,0.00028068782,0.00079252047,0.00014206035,0.000016676979,0.00019232568,0.00016128129,0.000062848405],"category_scores_gemma":[0.000017273891,0.00013945231,0.000117716,0.000288351,0.00018731072,0.000082475664,0.000018264423,0.00025499013,0.0000010012328],"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":[0.000023424604,0.000016848453,0.5937492,0.0010649206,0.00021222384,0.000005168779,0.40385985,0.00004051268,0.00006462834,0.00016826783,0.00017755614,0.00061737467],"study_design_scores_gemma":[0.00022208561,0.00004068158,0.67181295,0.00013896129,0.000117330754,1.252984e-7,0.32712045,0.000015056356,0.00034971963,0.000067311055,0.000024572455,0.00009075067],"about_ca_topic_score_codex":0.6884086,"about_ca_topic_score_gemma":0.7757978,"teacher_disagreement_score":0.087389156,"about_ca_system_score_codex":0.0000629558,"about_ca_system_score_gemma":0.00019463396,"threshold_uncertainty_score":0.56867003},"labels":[],"label_agreement":null},{"id":"W7053242919","doi":"","title":"Sustainability-Enhancing Initiatives in the Ontario Greenbelt: Evaluation of Three Exemplary Cases","year":2024,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","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":"Sustainability; Documentation; Conceptual framework; Narrative; Storytelling; Social sustainability; Qualitative research; The Conceptual Framework","score_opus":0.025685892385171532,"score_gpt":0.2268828940039428,"score_spread":0.20119700161877127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053242919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976682,0.00016356636,0.0005974627,0.0006983906,0.000030633215,0.00029239725,0.000011555107,0.000046445148,0.00049131847],"genre_scores_gemma":[0.9982016,0.0000112482585,0.00026820163,0.0000039970414,0.000008201785,0.0000018669613,0.000011618987,0.0000058935225,0.0014873539],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994509,0.000062411724,0.00007800789,0.000109943314,0.00019019912,0.00010851185],"domain_scores_gemma":[0.99956775,0.00013115769,0.000017317958,0.00017355259,0.00009282866,0.00001742168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000494807,0.000070586706,0.000103657134,0.000118628544,0.00005195938,0.000010674293,0.00014624986,0.000041312094,0.00009274657],"category_scores_gemma":[0.000014953874,0.00006493501,0.00004685962,0.00025016264,0.000063003456,0.000263319,0.00002520954,0.00012753335,0.0000061014425],"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":[0.000043220603,0.00016216046,0.014297399,0.0011227019,0.00018489751,0.00013504106,0.93171436,0.027995534,0.008028472,0.0043770093,0.0022410434,0.009698143],"study_design_scores_gemma":[0.0014686753,0.00025447313,0.39317873,0.000541318,0.0006038314,0.00003508267,0.4541826,0.1208637,0.009938347,0.016442154,0.0018595223,0.0006315717],"about_ca_topic_score_codex":0.13251182,"about_ca_topic_score_gemma":0.6626914,"teacher_disagreement_score":0.5301796,"about_ca_system_score_codex":0.00023507135,"about_ca_system_score_gemma":0.000109157096,"threshold_uncertainty_score":0.87326485},"labels":[],"label_agreement":null},{"id":"W7053425904","doi":"","title":"Untold History, the Museum of Toronto","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Immigration; Downtown; Architecture; Placemaking; Narrative; Multiculturalism; Inclusion (mineral); Representation (politics)","score_opus":0.012270460442518834,"score_gpt":0.2204459588841822,"score_spread":0.20817549844166336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053425904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650113,0.00025602095,0.00006183522,0.00014285758,0.00035702623,0.00023174688,0.00006683399,0.0000139623935,0.033858392],"genre_scores_gemma":[0.56064826,0.000031854855,0.000076536075,0.0000030693252,0.00011032352,4.655652e-7,0.00023772602,0.000019514195,0.43887228],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990943,0.000050734026,0.00011818444,0.00023341455,0.0002814148,0.00022196354],"domain_scores_gemma":[0.99898976,0.000031963875,0.0002744622,0.00042837023,0.00021352942,0.00006192591],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011582814,0.00017428036,0.0003495887,0.000037685324,0.00010920011,0.0000054366974,0.000625968,0.00010451393,0.003953052],"category_scores_gemma":[0.0000014719532,0.00015850119,0.00023820407,0.000044745135,0.00020158706,0.00015055409,0.000079990794,0.00018097521,0.00005855634],"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":[0.0007088195,0.0004996612,0.003107899,0.0005291789,0.0015350564,0.000007164513,0.6885339,0.0000053792364,0.014289654,0.039823726,0.20247751,0.048482027],"study_design_scores_gemma":[0.0016826718,0.00016088296,0.0038185273,0.00033258327,0.00050711224,3.688458e-7,0.87927145,0.0022777414,0.010435026,0.0036440992,0.096978806,0.00089076255],"about_ca_topic_score_codex":0.30206242,"about_ca_topic_score_gemma":0.03612086,"teacher_disagreement_score":0.40501386,"about_ca_system_score_codex":0.00024680662,"about_ca_system_score_gemma":0.00036308914,"threshold_uncertainty_score":0.9969575},"labels":[],"label_agreement":null},{"id":"W7053449538","doi":"","title":"Use of a probabilistic model to explore the hip fracture and health economic outcomes of safety flooring implemented in an Ontario retirement home environment","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Laser Design and Applications","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":"University of Waterloo","funders":"","keywords":"Hip fracture; Observational study; Population; Risk factor; Poison control; Injury prevention; Risk assessment; Australian population; Population ageing","score_opus":0.06279136689683465,"score_gpt":0.24414794138655166,"score_spread":0.181356574489717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053449538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984318,0.000010389003,0.0001089872,0.0006443213,0.000026321417,0.0006594803,0.00009254729,0.000022953353,0.0000032257603],"genre_scores_gemma":[0.9848278,0.00018178755,0.0019452974,0.000016573287,0.000005070662,0.000008906699,0.00061188434,0.000036698068,0.01236596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9993234,0.000018106635,0.00020548434,0.000193117,0.00010750059,0.00015236849],"domain_scores_gemma":[0.9995005,0.000020932368,0.00011657316,0.00028280617,0.000013686247,0.000065464395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011867807,0.00014924115,0.0003388275,0.00013957397,0.00005159884,0.000006488788,0.0001651937,0.00007105379,0.000029959841],"category_scores_gemma":[0.0000010496288,0.0001450927,0.000051212068,0.000052245116,0.0000223217,0.000098965385,0.000038249338,0.00012445943,0.0000028006027],"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":[0.00011097952,0.00007836306,0.008909306,0.00064784155,0.00015937559,0.0000012552712,0.39908114,0.5874945,0.0018568146,0.00015111115,0.00059469335,0.00091462146],"study_design_scores_gemma":[0.0015113079,0.00030242224,0.7442284,0.0004864096,0.00023022263,2.7481113e-7,0.17180131,0.0779117,0.0017756041,0.0005322401,0.00051864254,0.00070143683],"about_ca_topic_score_codex":0.15929294,"about_ca_topic_score_gemma":0.5417045,"teacher_disagreement_score":0.73531914,"about_ca_system_score_codex":0.00043802452,"about_ca_system_score_gemma":0.00006566956,"threshold_uncertainty_score":0.8463054},"labels":[],"label_agreement":null},{"id":"W7053492163","doi":"","title":"Youth Service Program Participants in Canada: Perceptions on Motivations for Volunteering, Level of Engagement, and Level of Impact","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Positive Youth Development; Perception; Youth studies; Perspective (graphical); Service (business); Service-learning; Youth engagement; Youth participation","score_opus":0.10129959828032019,"score_gpt":0.26815919905027286,"score_spread":0.16685960076995265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053492163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99521357,0.000013238789,0.00008533455,0.000052582447,0.0000445043,0.0006287624,0.0038758328,0.000022914135,0.00006325123],"genre_scores_gemma":[0.98930156,0.000029438324,0.0008886021,0.0000024267026,0.000004605185,0.000013605369,0.0012249153,0.000022219367,0.008512626],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99933505,0.000021913751,0.00015509495,0.00015554832,0.00014640886,0.00018601188],"domain_scores_gemma":[0.9995142,0.00004211286,0.00011152437,0.00017814337,0.00009701235,0.00005697512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080370075,0.000143757,0.00027160393,0.0001963653,0.000086502114,0.0000039180172,0.00016704327,0.000064236345,0.00010673427],"category_scores_gemma":[0.000008381916,0.00017452099,0.00006224547,0.00025568833,0.000017606544,0.00007069303,0.000024978928,0.00015231618,5.0379145e-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":[0.00043730467,0.0010529956,0.03584706,0.0058687236,0.0012193688,0.000005354198,0.7814417,0.10125805,0.057703014,0.00062276,0.0073971977,0.0071464977],"study_design_scores_gemma":[0.001035207,0.000177517,0.60819215,0.00024105985,0.00026616183,2.2279484e-7,0.3678296,0.019726453,0.0020179122,0.000024283783,0.00015579944,0.0003336539],"about_ca_topic_score_codex":0.88600916,"about_ca_topic_score_gemma":0.9722502,"teacher_disagreement_score":0.5723451,"about_ca_system_score_codex":0.0002680889,"about_ca_system_score_gemma":0.00021703781,"threshold_uncertainty_score":0.71167594},"labels":[],"label_agreement":null},{"id":"W7053493254","doi":"","title":"Unmet Mental Health Needs and Barriers to Mental Health Treatment Among Persons with Multiple Sclerosis in the NARCOMS Registry","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magneto-Optical Properties and Applications","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":"Regional Municipality of Waterloo","funders":"","keywords":"Mental health; Anxiety; Quality of life (healthcare); Psychological intervention; Depression (economics); Multiple sclerosis; Socioeconomic status; Comorbidity","score_opus":0.01112304833227185,"score_gpt":0.19421228933305246,"score_spread":0.1830892410007806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053493254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98667467,0.00067391497,0.0000058462733,0.011181465,0.00006867935,0.0008153718,0.0002785544,0.00006034135,0.00024118934],"genre_scores_gemma":[0.9518292,0.00096226565,0.0007561443,0.00010204673,0.000018105959,0.000010321688,0.00063545734,0.000040407507,0.045646057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99918836,0.000033201173,0.00010911759,0.00023359447,0.00016530651,0.0002704293],"domain_scores_gemma":[0.99946916,0.000013553514,0.00004679132,0.00021299707,0.00001031793,0.00024718285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008592372,0.0002131136,0.00028857266,0.0001709141,0.00029979603,0.000035620964,0.00017220403,0.000079777485,0.000043933633],"category_scores_gemma":[0.0000016857392,0.00017098324,0.00006065039,0.00025343045,0.00007909257,0.00007125874,0.000024750543,0.00018589324,0.000006809807],"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":[0.00016501453,0.0000820795,0.0013922397,0.00076451764,0.00017253168,0.000005656667,0.97229457,0.00064937887,0.00054728676,0.00018019741,0.017551254,0.0061953],"study_design_scores_gemma":[0.00077889854,0.0006966256,0.00619346,0.0005488281,0.00004656022,0.000003316096,0.9772395,0.0049425443,0.00007727178,0.0000044544304,0.009167167,0.00030137843],"about_ca_topic_score_codex":0.06920547,"about_ca_topic_score_gemma":0.17631409,"teacher_disagreement_score":0.10710862,"about_ca_system_score_codex":0.00033134207,"about_ca_system_score_gemma":0.000073954194,"threshold_uncertainty_score":0.93699276},"labels":[],"label_agreement":null},{"id":"W7053500774","doi":"","title":"Wildlife &amp; Roadways: Incorporating Wildlife-Management Strategies Into Road Infrastructure in Southern Ontario","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Wildlife; Operationalization; Wildlife management; Qualitative research; Grounded theory; Closure (psychology); Process (computing)","score_opus":0.008222993015577428,"score_gpt":0.19459070793973066,"score_spread":0.18636771492415322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053500774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99506515,0.000038249458,0.000030734594,0.0001875955,0.00020609309,0.00034462975,0.000059321,0.00010391778,0.003964305],"genre_scores_gemma":[0.80909264,0.00013852684,0.020807354,0.00004411017,0.00010285527,0.000010322926,0.003662922,0.00012917089,0.16601212],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988927,0.000020481808,0.00021559834,0.00031837885,0.00029037296,0.00026242464],"domain_scores_gemma":[0.9992512,0.00001781312,0.0001735996,0.00034949477,0.000089012574,0.00011890292],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001067219,0.00033037082,0.00041015426,0.0003470592,0.00010447919,0.00005686976,0.00042752034,0.00027314218,0.00005718917],"category_scores_gemma":[0.0000054229167,0.00041298187,0.000087912646,0.00026963346,0.000051037994,0.00018876963,0.00006925422,0.00044726024,0.0001068003],"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":[0.0000932986,0.0001251941,0.0034086213,0.0010717849,0.00043765776,0.00008839592,0.7268269,0.22719914,0.0010870646,0.0018486136,0.028557394,0.009255926],"study_design_scores_gemma":[0.0018201593,0.000065553504,0.026270771,0.0010619139,0.00035015796,0.0000034146037,0.9188336,0.0063815312,0.0000921703,0.01763229,0.025888117,0.0016003286],"about_ca_topic_score_codex":0.2663431,"about_ca_topic_score_gemma":0.94734085,"teacher_disagreement_score":0.6809978,"about_ca_system_score_codex":0.00039836788,"about_ca_system_score_gemma":0.00017190649,"threshold_uncertainty_score":0.9998322},"labels":[],"label_agreement":null},{"id":"W7053520673","doi":"","title":"USER EXPERIENCE WITH MEDICATION ADHERENCE TECHNOLOGY: DETERMINING USABILITY BY CAPABILITIES","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Usability; Affect (linguistics); Medication adherence; Quality (philosophy); User experience design; Cognition; Quality of life (healthcare); Web usability","score_opus":0.007101694344873663,"score_gpt":0.19860817401915618,"score_spread":0.19150647967428253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053520673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99819076,0.00021517482,0.00016569227,0.00018340672,0.00011507419,0.00024218143,0.000056824752,0.00039574585,0.0004351195],"genre_scores_gemma":[0.85984236,0.000111330075,0.0019014705,0.0000030560589,0.000012708415,0.0000132597825,0.00030029396,0.00003519988,0.13778034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99916387,0.000011656745,0.00011815335,0.0003283601,0.00018906422,0.00018891277],"domain_scores_gemma":[0.9994042,0.000027596167,0.000064170665,0.00036331153,0.00007857264,0.000062167346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054426215,0.00020160545,0.00024092167,0.00016265862,0.00009643237,0.000019765228,0.00035463547,0.00026692078,0.00013522395],"category_scores_gemma":[0.00000554483,0.00020927153,0.000048403264,0.00030409868,0.00021937657,0.00018361543,0.000024684234,0.00025876923,0.00005156302],"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":[0.00014121359,0.00019602827,0.0065568993,0.004987148,0.00048062002,0.000046140867,0.7728789,0.0005288546,0.15642802,0.0013741197,0.035350576,0.021031514],"study_design_scores_gemma":[0.00065194344,0.00028403415,0.0032866069,0.0012953625,0.00039138342,0.000010273069,0.8818728,0.0052011735,0.09340482,0.00091920217,0.011407273,0.0012751425],"about_ca_topic_score_codex":0.003014303,"about_ca_topic_score_gemma":0.008867472,"teacher_disagreement_score":0.13834843,"about_ca_system_score_codex":0.00009410153,"about_ca_system_score_gemma":0.000050909217,"threshold_uncertainty_score":0.85338455},"labels":[],"label_agreement":null},{"id":"W7053569484","doi":"","title":"Why Do Inventors Continue When Experts Say Stop?\\nThe Effects of Overconfidence, Optimism and Illusion of Control","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mass Spectrometry Techniques and Applications","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":true,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Nucleofection; Gestational period; Liquation; TSG101; Dysgeusia; Hyporeflexia; Diafiltration; Durvalumab; Articular cartilage damage","score_opus":0.003772683611458962,"score_gpt":0.18947914988622683,"score_spread":0.18570646627476786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053569484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99454266,0.00045055448,0.00006914799,0.0002434455,0.000048254064,0.0003397966,0.00009644309,0.00005130825,0.0041583884],"genre_scores_gemma":[0.8490842,0.00040549922,0.0023795322,0.000022110988,0.000037293634,0.0000048118104,0.00036636123,0.000039096496,0.14766107],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99888146,0.0000315832,0.00022661996,0.00036119958,0.00030058832,0.00019853463],"domain_scores_gemma":[0.9985698,0.00010726165,0.00063726644,0.00042359505,0.00018345259,0.00007865157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008494654,0.00025962727,0.0006438555,0.00024010924,0.00009808832,0.000012183997,0.00035205053,0.00041927057,0.00086507614],"category_scores_gemma":[0.000019309253,0.00028569257,0.00019748401,0.00012387206,0.00016637782,0.00010941559,0.00006726434,0.00017941695,8.100823e-7],"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":[0.00027398582,0.00033155645,0.0012824557,0.0035614874,0.00024490134,0.000021087655,0.034520827,0.000010107916,0.93986666,0.0025139202,0.015629137,0.0017438526],"study_design_scores_gemma":[0.003923671,0.00034726452,0.0027204377,0.0029856658,0.0009153001,0.000006574513,0.06013246,0.0002582229,0.91503954,0.0032257438,0.0094307335,0.0010143647],"about_ca_topic_score_codex":0.041269656,"about_ca_topic_score_gemma":0.0043737767,"teacher_disagreement_score":0.14545844,"about_ca_system_score_codex":0.000057152894,"about_ca_system_score_gemma":0.000037088557,"threshold_uncertainty_score":0.9999595},"labels":[],"label_agreement":null},{"id":"W7053572714","doi":"","title":"Women’s Words and the Words of Women in the Oxford English Dictionary, 1700–2022, Supplementary Data &amp; Notes","year":2023,"lang":"en","type":"report","venue":"UWSpace (University of Waterloo)","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":"Ontario Ministry of Research and Innovation; Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Word (group theory); Australian English; Interpretation (philosophy); Period (music)","score_opus":0.038502639642953806,"score_gpt":0.26351032438429617,"score_spread":0.22500768474134236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053572714","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":[0.9822933,0.00007432582,0.000009128653,0.0073478366,0.00027962154,0.00090458617,0.002351924,0.000016825355,0.0067224447],"genre_scores_gemma":[0.34991342,0.0025259925,0.00023246564,0.000042355383,0.00055522256,0.00004938355,0.005301681,0.000059472488,0.64132],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972876,0.0002690835,0.00028558954,0.00048209986,0.0010718887,0.0006037962],"domain_scores_gemma":[0.9975922,0.00059184927,0.00030022743,0.0012123483,0.0001938838,0.000109499626],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032569717,0.00024980732,0.00057416334,0.00032243837,0.0002044763,0.000043404198,0.0014831717,0.00009208877,0.046634987],"category_scores_gemma":[0.00007430331,0.00018994263,0.0001066853,0.00047584256,0.0004989027,0.00006376364,0.0020282462,0.0005253949,0.0000061893584],"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":[0.00065411424,0.0005007108,0.087175645,0.0006665992,0.0010406373,0.000035929592,0.62197846,0.000011840491,0.000073201,0.00038487974,0.20417571,0.08330226],"study_design_scores_gemma":[0.0019496466,0.00009418419,0.009985115,0.00009616132,0.00008800869,8.3547474e-7,0.45340854,0.00009091953,0.0000039481706,0.0002468793,0.533826,0.00020979594],"about_ca_topic_score_codex":0.26788235,"about_ca_topic_score_gemma":0.059564438,"teacher_disagreement_score":0.63459754,"about_ca_system_score_codex":0.00012740417,"about_ca_system_score_gemma":0.00047747247,"threshold_uncertainty_score":0.95759606},"labels":[],"label_agreement":null},{"id":"W7054411821","doi":"","title":"Achieving Fairness in 802.11-Based\\nMulti-channel Wireless Mesh Networks","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Laser Design and Applications","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":"Blackberry (Canada)","funders":"","keywords":"TSG101; Nucleofection; Proteogenomics; Term (time); Limiting","score_opus":0.009224198036270207,"score_gpt":0.19986968867848798,"score_spread":0.19064549064221778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054411821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98924905,0.00007190641,0.009207555,0.000067925874,0.00030601208,0.00036421305,0.000033837794,0.00023395292,0.0004655232],"genre_scores_gemma":[0.9485042,0.00013674854,0.0007038442,0.000011098289,0.000059026956,0.0000026004175,0.0009541192,0.00007275962,0.04955558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989108,0.000027345588,0.00017355314,0.00030999302,0.00019881832,0.0003795088],"domain_scores_gemma":[0.9993381,0.000054634835,0.000103248036,0.0003139183,0.00008050571,0.00010960537],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015151402,0.00029689883,0.00040637198,0.0004039363,0.000109251836,0.000020461192,0.00039231195,0.00046249336,0.00007319145],"category_scores_gemma":[0.000002637535,0.00038401232,0.00014201834,0.00041586446,0.000044199685,0.00016174355,0.000025154755,0.00039645797,0.000033747085],"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":[0.00068858237,0.0009671842,0.008434436,0.005147105,0.00064264605,0.0005612274,0.17171444,0.7442559,0.025271505,0.0024964574,0.01567046,0.024150059],"study_design_scores_gemma":[0.004014235,0.000106417036,0.044908494,0.0024797088,0.00042053225,0.0000042283873,0.14237368,0.7914623,0.010057424,0.00009598951,0.0013964033,0.0026806183],"about_ca_topic_score_codex":0.014067436,"about_ca_topic_score_gemma":0.108158104,"teacher_disagreement_score":0.09409066,"about_ca_system_score_codex":0.00014350397,"about_ca_system_score_gemma":0.00003782217,"threshold_uncertainty_score":0.9998612},"labels":[],"label_agreement":null},{"id":"W7054438487","doi":"","title":"Assessing the implementation and outcomes of a food prescription program in Ontario, Canada: A realist evaluation","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Focus group; Thematic analysis; Popularity; Medical prescription; Voucher; Qualitative research; Health care; Prescription drug; Program evaluation","score_opus":0.02116117599453682,"score_gpt":0.2582371995089742,"score_spread":0.2370760235144374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054438487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99852467,0.000096546864,0.000009557811,0.0001802879,0.00011190699,0.00071954087,0.00003455291,0.00003153148,0.00029141144],"genre_scores_gemma":[0.9903967,0.000020562196,0.00039636425,0.0000022304396,0.0000050105914,0.000012169912,0.00092236215,0.0000139535,0.008230643],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99938977,0.000029895164,0.00012545424,0.00013494992,0.00022138108,0.000098564604],"domain_scores_gemma":[0.9996879,0.000017627648,0.000079304984,0.0001232564,0.00007022149,0.000021675472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014323847,0.00010915208,0.00016653763,0.000107413354,0.00005090088,0.00003092658,0.000090206304,0.00007302771,0.00004170646],"category_scores_gemma":[0.0000022702495,0.00010401569,0.000034770033,0.00012726424,0.000018595196,0.00016026988,0.000012356969,0.00014340527,4.0684512e-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":[0.0000949486,0.0002894297,0.046441056,0.004613927,0.0016793519,0.000018547184,0.76450634,0.0053524845,0.021061987,0.0034540768,0.021610223,0.13087761],"study_design_scores_gemma":[0.0006415761,0.00006835321,0.73894715,0.00023245339,0.00052411127,7.7857135e-7,0.2466339,0.0102779325,0.00125534,0.0006379418,0.0005355704,0.0002448793],"about_ca_topic_score_codex":0.9871675,"about_ca_topic_score_gemma":0.9998046,"teacher_disagreement_score":0.6925061,"about_ca_system_score_codex":0.0003551898,"about_ca_system_score_gemma":0.00030051573,"threshold_uncertainty_score":0.4241637},"labels":[],"label_agreement":null},{"id":"W7054513549","doi":"","title":"Alone Together - Convergence Culture and the Slender Man Phenomenon","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Phenomenon; Monster; Amateur; Fantasy; Hoax; Harassment; Order (exchange); Storytelling; Politics; Harm","score_opus":0.006886914433166792,"score_gpt":0.20986507229962925,"score_spread":0.20297815786646245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054513549","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":[0.95923775,0.0005266986,0.00025162412,0.00079558505,0.00081718183,0.0006506747,0.0004307011,0.00007866024,0.037211142],"genre_scores_gemma":[0.10063526,0.00013334873,0.00027562625,0.000009471539,0.00015846037,0.0000010847135,0.00045762674,0.000025223979,0.89830387],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99927247,0.00004117611,0.00008081007,0.00025525756,0.0001669644,0.00018335127],"domain_scores_gemma":[0.9994792,0.000023825021,0.00015930233,0.00020216861,0.00008773992,0.000047790734],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000090203466,0.00018794466,0.00030301212,0.00004993062,0.00026023592,0.000013707385,0.0002086231,0.00009937428,0.0011269272],"category_scores_gemma":[0.0000016130268,0.00015401744,0.00011767197,0.00011537368,0.00019711025,0.00012353362,0.000040432038,0.00023583812,0.000061021987],"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":[0.0013191326,0.00011428163,0.0021732694,0.00042999766,0.0014988609,0.00003347225,0.8780136,0.000118765194,0.0011512944,0.08028262,0.015467579,0.019397143],"study_design_scores_gemma":[0.0044979407,0.000115132374,0.0020206615,0.00026442052,0.00057867006,8.578914e-7,0.93243665,0.00011947974,0.0010403984,0.039291054,0.018857663,0.0007770518],"about_ca_topic_score_codex":0.0101562245,"about_ca_topic_score_gemma":0.002262357,"teacher_disagreement_score":0.86109275,"about_ca_system_score_codex":0.000017299986,"about_ca_system_score_gemma":0.00003784348,"threshold_uncertainty_score":0.9997862},"labels":[],"label_agreement":null},{"id":"W7054570523","doi":"","title":"Addressing cumulative effects in the context of sustainability and co-governance in Tr'ondëk Hwëch'in traditional territory, Yukon","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Cumulative effects; Sustainability; Context (archaeology); Indigenous; Nexus (standard); General partnership; Corporate governance","score_opus":0.018070116265234335,"score_gpt":0.2614982252445128,"score_spread":0.2434281089792785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054570523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99411464,0.000053844866,0.0000013095107,0.00076914683,0.000039177925,0.0008130898,0.000119385,0.0000022850627,0.0040871287],"genre_scores_gemma":[0.9776881,0.0000061679093,0.000020784397,0.0000044314725,0.000011428927,0.000007472753,0.00032968106,0.0000059802824,0.02192595],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986923,0.00030430657,0.00016120354,0.00027032764,0.00037971494,0.0001921859],"domain_scores_gemma":[0.9992618,0.00028780586,0.00019432488,0.00016463899,0.00006307969,0.000028378103],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034839264,0.00014243329,0.00032349915,0.00021064276,0.000079475714,0.000012170907,0.0002641197,0.00006244449,0.0068711573],"category_scores_gemma":[0.000016528491,0.00014934542,0.00007072119,0.00020096017,0.00012375067,0.00005827082,0.000052636617,0.00039318012,4.79938e-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":[0.0016198006,0.0016113921,0.17926706,0.0026424194,0.00009757438,0.00016781967,0.6535217,0.00022420683,0.0017350641,0.0165771,0.0018358228,0.14070004],"study_design_scores_gemma":[0.0018376692,0.00015324271,0.5321334,0.00021355788,0.000015953994,1.3829992e-7,0.46329722,0.00077216147,0.00021384512,0.00060623017,0.00061238953,0.00014418032],"about_ca_topic_score_codex":0.17991629,"about_ca_topic_score_gemma":0.083833456,"teacher_disagreement_score":0.35286635,"about_ca_system_score_codex":0.00008095842,"about_ca_system_score_gemma":0.00018814439,"threshold_uncertainty_score":0.9940367},"labels":[],"label_agreement":null},{"id":"W7054702064","doi":"","title":"Adaptive Power Amplifiers for Modern Communication Systems with Diverse Operating Conditions","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Reconfigurability; Amplifier; Monolithic microwave integrated circuit; Microelectromechanical systems; Power (physics); Realization (probability); Radio frequency; Process (computing); SIGNAL (programming language); Communications system; Integrated circuit","score_opus":0.014545610480164246,"score_gpt":0.2298129912752563,"score_spread":0.21526738079509206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054702064","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":[0.9749068,0.000041584568,0.001238354,0.00024796324,0.00007738004,0.0019402216,0.00044090813,0.000028047098,0.021078747],"genre_scores_gemma":[0.48173317,0.0000057880725,0.0012007405,0.000002500446,0.00001404927,0.000017961329,0.0021990356,0.000016705433,0.5148101],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99910617,0.000060424212,0.00011595084,0.00025892208,0.00024113203,0.00021737661],"domain_scores_gemma":[0.9986831,0.000073877934,0.00023893797,0.0003671863,0.0005508782,0.00008600876],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008681329,0.00018278879,0.00028012518,0.00015429231,0.00043322373,0.000059254013,0.00035254934,0.00008983417,0.013102892],"category_scores_gemma":[0.0000024204778,0.00019124804,0.00009617925,0.00009677332,0.000090576614,0.00008965015,0.00006941471,0.00018953376,0.000033918313],"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":[0.0017952214,0.0015080412,0.0052009877,0.0015667779,0.004146126,0.00001678678,0.6274618,0.0061537437,0.027965752,0.11036142,0.1587648,0.05505857],"study_design_scores_gemma":[0.0016234957,0.0003409848,0.0014182802,0.00039342765,0.00021694347,2.2241535e-7,0.97706884,0.016591258,0.00019804387,0.00016168994,0.0015798827,0.00040692126],"about_ca_topic_score_codex":0.10975629,"about_ca_topic_score_gemma":0.009790936,"teacher_disagreement_score":0.49373132,"about_ca_system_score_codex":0.000021607433,"about_ca_system_score_gemma":0.00012491037,"threshold_uncertainty_score":0.9877993},"labels":[],"label_agreement":null},{"id":"W7054715441","doi":"","title":"Alternative Risk: A Diagnostic and Canadian Anti-Vaccine Case Study","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Rhetorical question; Argument (complex analysis); Scholarship; Context (archaeology); Exploit; Conceptual framework; Counterfactual thinking","score_opus":0.009243526231414426,"score_gpt":0.20046782845514763,"score_spread":0.1912243022237332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054715441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987756,0.00006802768,0.000008186089,0.000058904017,0.0001633025,0.0004724505,0.0002239033,0.00012068617,0.000108956956],"genre_scores_gemma":[0.9492211,0.00037097052,0.00007233489,0.000001849672,0.000025129539,0.000002448061,0.00022551733,0.00003772397,0.05004293],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99938524,0.00002674196,0.000079273545,0.00022196455,0.00009313204,0.00019365881],"domain_scores_gemma":[0.99941534,0.00009357009,0.0000564251,0.00020219838,0.000060837403,0.00017160208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006618975,0.00017418813,0.00024771402,0.00031924227,0.0001932403,0.000019136121,0.0001453996,0.00011033592,0.000044134427],"category_scores_gemma":[0.000016474336,0.00021170481,0.00004266516,0.00021790077,0.000015071819,0.000082130835,0.000018788613,0.00020102721,0.000061981606],"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":[0.000040408828,0.00023095527,0.040334404,0.0007926028,0.0016857326,0.01945996,0.89920413,0.0066748136,0.00054970826,0.000103693026,0.022430448,0.008493157],"study_design_scores_gemma":[0.0016152469,0.00017668515,0.11263812,0.00018472457,0.00086855254,0.00008537252,0.8736058,0.00914793,0.0002950411,0.00014397722,0.00047224818,0.0007662939],"about_ca_topic_score_codex":0.93970716,"about_ca_topic_score_gemma":0.9848421,"teacher_disagreement_score":0.07230372,"about_ca_system_score_codex":0.00007353053,"about_ca_system_score_gemma":0.00004200017,"threshold_uncertainty_score":0.8633072},"labels":[],"label_agreement":null},{"id":"W7054825079","doi":"","title":"Assessing the Legitimacy of Sustainability Standard Programs in the Mining and Minerals Sector","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Sustainability; Certification; Sustainability organizations; Accreditation; Legitimacy; Sustainability reporting; Corporate governance; Environmental standard; Corporate social responsibility","score_opus":0.02002283130094996,"score_gpt":0.27167480291915214,"score_spread":0.2516519716182022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054825079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971396,0.000043755328,0.00004579524,0.00041561545,0.00008080903,0.0004887508,0.00007334844,0.000011900547,0.001700424],"genre_scores_gemma":[0.9626819,0.000006669576,0.0004497597,0.0000021049557,0.00007341754,0.0000026933244,0.00024903176,0.00001627871,0.036518157],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990573,0.0001181924,0.00014278604,0.00022739841,0.00024222877,0.00021210834],"domain_scores_gemma":[0.9991455,0.00012720055,0.00025055613,0.00023574953,0.00021633117,0.000024667443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040297853,0.00016438306,0.0003215533,0.000084564825,0.00020402476,0.000046190165,0.00025807874,0.00007111008,0.000062921405],"category_scores_gemma":[0.00001438931,0.00012216564,0.0001119981,0.00026528636,0.00020833773,0.00025842112,0.000036973226,0.00020681016,4.4311582e-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":[0.00038283822,0.00021119353,0.06836023,0.001382855,0.00032944427,0.000045838882,0.78665763,0.00018419906,0.0005964552,0.005820895,0.001208291,0.1348201],"study_design_scores_gemma":[0.00051621586,0.00009488257,0.01002015,0.00023144238,0.00009503311,3.180146e-7,0.9819131,0.000057094017,0.00017954406,0.0060648904,0.0006584362,0.00016890113],"about_ca_topic_score_codex":0.015523011,"about_ca_topic_score_gemma":0.008810384,"teacher_disagreement_score":0.19525544,"about_ca_system_score_codex":0.00004641331,"about_ca_system_score_gemma":0.0001878018,"threshold_uncertainty_score":0.9910327},"labels":[],"label_agreement":null},{"id":"W7054841384","doi":"","title":"Bayesian Inference of Stochastic Degradation Models: A Likelihood-Free Approach","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Laser Design and Applications","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":"Randomness; Gibbs sampling; Markov chain Monte Carlo; Monte Carlo method; Bayesian probability; Approximate Bayesian computation; Bayesian inference; Context (archaeology); Estimation theory","score_opus":0.013659197737720494,"score_gpt":0.189327633434921,"score_spread":0.17566843569720053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054841384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6468503,0.0004681309,0.34665054,0.000100401,0.00020046142,0.0006289728,0.0002912602,0.00026032169,0.004549631],"genre_scores_gemma":[0.8647903,0.00019312547,0.02109169,0.0000034257002,0.000031779902,0.0000050261306,0.0036858064,0.000067216,0.11013162],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99920887,0.000021234084,0.00014034832,0.00023323724,0.00022076262,0.0001755227],"domain_scores_gemma":[0.9991516,0.000029138586,0.00011525101,0.00046313042,0.00016547264,0.00007543992],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005481472,0.0001936948,0.00033524042,0.00019400615,0.000062567306,0.000012746996,0.0004035127,0.00023637214,0.000054559063],"category_scores_gemma":[0.000008803009,0.00024555836,0.000116333336,0.00028148375,0.000036067544,0.00019756643,0.000038584963,0.00019330102,0.000005695021],"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":[0.00021106828,0.0007520074,0.00005496283,0.0075346585,0.0012113159,0.000023299408,0.28207397,0.6017453,0.06524031,0.01386034,0.012107729,0.015185003],"study_design_scores_gemma":[0.0011418252,0.00007189558,0.00035738514,0.0006144516,0.00054643786,0.000002076173,0.12256257,0.86220765,0.0064676083,0.005162562,0.000052711297,0.00081283954],"about_ca_topic_score_codex":0.0054764273,"about_ca_topic_score_gemma":0.0085766455,"teacher_disagreement_score":0.32555884,"about_ca_system_score_codex":0.000052476385,"about_ca_system_score_gemma":0.000082564395,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W7054874693","doi":"","title":"Assessment of Occupant Response in Frontal Bus Crash Scenarios using Human Body Models to Improve Public Transportation Safety","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Crash; Percentile; Hybrid III; Crashworthiness; Crash test; Poison control; Airbag; Neck injury","score_opus":0.018480270147943578,"score_gpt":0.2682897774436476,"score_spread":0.24980950729570406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054874693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99616396,0.0000057666625,0.00027233298,0.00027828402,0.00009856336,0.0009227452,0.0005234193,0.000011169998,0.0017237319],"genre_scores_gemma":[0.9211318,0.0000027491214,0.0010054867,0.0000029849,0.0000123016,0.000004016458,0.0017875312,0.000019293955,0.07603385],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9981462,0.00018606073,0.00031238556,0.00043309788,0.0006054421,0.0003168458],"domain_scores_gemma":[0.9989758,0.000043415694,0.0003186253,0.00033519906,0.00020637116,0.00012055384],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045568752,0.00022210233,0.00045753366,0.00067840406,0.00021858022,0.000021635782,0.0004109148,0.000093810566,0.029880073],"category_scores_gemma":[0.0000025799764,0.0002869676,0.00017326493,0.00033454987,0.00003861247,0.0001043523,0.00007856382,0.00034841686,0.0000018614531],"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":[0.0046285805,0.0016205873,0.023332532,0.0006310498,0.00041468913,0.00007343271,0.13529174,0.0067176586,0.80607486,0.003931803,0.0006065198,0.01667657],"study_design_scores_gemma":[0.0040165605,0.0010912803,0.48160103,0.00026753827,0.00022396342,1.7529202e-7,0.48244786,0.026270892,0.002294868,0.00015380199,0.00085204066,0.0007800094],"about_ca_topic_score_codex":0.21893075,"about_ca_topic_score_gemma":0.081057034,"teacher_disagreement_score":0.80377996,"about_ca_system_score_codex":0.00013326686,"about_ca_system_score_gemma":0.00055242516,"threshold_uncertainty_score":0.9999583},"labels":[],"label_agreement":null},{"id":"W7054881118","doi":"","title":"An Architecture of Belonging: Housing New Canadians","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Work (physics); Population; Government (linguistics); Circumstantial evidence; Limiting; Scapegoat","score_opus":0.005884244193426196,"score_gpt":0.20924493827815024,"score_spread":0.20336069408472404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054881118","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":[0.9822248,0.0000261925,0.00008276957,0.0010972098,0.000060047863,0.00025643734,0.00005557883,0.000014972294,0.016182],"genre_scores_gemma":[0.27346954,0.000006830121,0.0018519632,0.000007656727,0.00008499397,1.4468958e-7,0.00085215317,0.00001933849,0.7237074],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99907416,0.000035669083,0.00010715511,0.0002514872,0.0002771206,0.00025442432],"domain_scores_gemma":[0.9991674,0.000014915204,0.00017934041,0.0003204892,0.00011861557,0.00019927371],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000059252325,0.0001712125,0.00030295114,0.00032576063,0.00010795359,0.000015655978,0.00038955093,0.00009884699,0.023200614],"category_scores_gemma":[0.0000015625238,0.00020758834,0.00012632043,0.0001842108,0.000039614577,0.0000283112,0.000023657207,0.00023147203,0.0000069950156],"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":[0.00014010887,0.00015444071,0.0019087808,0.00017009194,0.00013971936,0.00001958368,0.07671871,0.00019158702,0.017769983,0.000706275,0.007598549,0.8944822],"study_design_scores_gemma":[0.003948243,0.0014839496,0.096887566,0.0011038446,0.0007480792,0.0000011015151,0.8379707,0.0012149871,0.016781073,0.0017013351,0.03631423,0.0018449379],"about_ca_topic_score_codex":0.81554246,"about_ca_topic_score_gemma":0.68955445,"teacher_disagreement_score":0.89263725,"about_ca_system_score_codex":0.000012782737,"about_ca_system_score_gemma":0.00042886543,"threshold_uncertainty_score":0.9776923},"labels":[],"label_agreement":null},{"id":"W7054896195","doi":"","title":"An Archaeobotanical Analysis of the Iler Earthworks Macro Remains","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Subsistence agriculture; Paleoethnobotany; Excavation; Earthworks; Foodways; Structural basin; Assemblage (archaeology); Resource (disambiguation)","score_opus":0.0072780734248247304,"score_gpt":0.19882048067747624,"score_spread":0.1915424072526515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054896195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985905,0.000045425215,0.00010685201,0.00013442391,0.000114040085,0.0001658031,0.00019959836,0.00006396024,0.00057936314],"genre_scores_gemma":[0.87093186,0.000089214234,0.00056940515,0.00000701379,0.000016550799,0.000001316129,0.00090869854,0.000027590613,0.12744834],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999256,0.00005281379,0.00011295902,0.00019590222,0.00023686481,0.0001454659],"domain_scores_gemma":[0.999206,0.000025698335,0.000097106546,0.0005588972,0.00005347468,0.00005884305],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000086339154,0.00013495873,0.00031986143,0.00020935158,0.00014090816,0.000006358437,0.00053227384,0.00014117085,0.0009955213],"category_scores_gemma":[0.0000022968004,0.00013589741,0.00029673552,0.0008067069,0.000063161526,0.0000662695,0.000045497298,0.00028286444,0.000005311543],"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":[0.00033454425,0.00064992276,0.008372983,0.00093586976,0.009613574,0.00003765064,0.4736002,0.33728972,0.14212513,0.005856397,0.015017703,0.0061662686],"study_design_scores_gemma":[0.0015145233,0.00025960882,0.37292248,0.0002470074,0.013284248,0.0000036463982,0.37549242,0.2004823,0.016015157,0.00050299143,0.017367994,0.0019076406],"about_ca_topic_score_codex":0.0049152267,"about_ca_topic_score_gemma":0.076918684,"teacher_disagreement_score":0.3645495,"about_ca_system_score_codex":0.000050567985,"about_ca_system_score_gemma":0.00002679993,"threshold_uncertainty_score":0.9999177},"labels":[],"label_agreement":null},{"id":"W7054982547","doi":"","title":"Becoming-with More-than-human Protected Areas","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Context (archaeology); Work (physics); Subject (documents); Natural (archaeology); Staring; Gloom","score_opus":0.012104428304819361,"score_gpt":0.20229117482240275,"score_spread":0.19018674651758338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054982547","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":[0.9979529,0.0000152540215,0.000050759943,0.0001591196,0.00007667362,0.0004575842,0.000056757268,0.00059215724,0.0006388181],"genre_scores_gemma":[0.18673095,0.000035289915,0.0011271882,0.000003456023,0.000044511096,0.000008573817,0.001979014,0.00011047425,0.80996054],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999278,0.0000118946555,0.00008479632,0.00023196472,0.00018001755,0.00021331705],"domain_scores_gemma":[0.9994443,0.000015185885,0.00007435598,0.00029997976,0.00008514341,0.00008103926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003868524,0.00021520712,0.0002709898,0.00022742023,0.0001564871,0.000018015917,0.00028483974,0.00020403357,0.0000944822],"category_scores_gemma":[0.000002042776,0.00023540088,0.00008456239,0.0003060702,0.000043263386,0.00009241435,0.000018707571,0.00023168947,0.00013296225],"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":[0.0005107403,0.00044223183,0.0016759213,0.006899444,0.0025020216,0.0004471048,0.61194235,0.00807253,0.2722432,0.001278194,0.088892624,0.005093629],"study_design_scores_gemma":[0.006202501,0.0006808762,0.16336416,0.003218736,0.001850206,0.000018776933,0.7079485,0.012710782,0.090239726,0.0011976842,0.0078412965,0.0047267326],"about_ca_topic_score_codex":0.01286377,"about_ca_topic_score_gemma":0.036625266,"teacher_disagreement_score":0.81122196,"about_ca_system_score_codex":0.00006352723,"about_ca_system_score_gemma":0.000029284865,"threshold_uncertainty_score":0.9937097},"labels":[],"label_agreement":null},{"id":"W7054987565","doi":"","title":"The Association between Social Isolation and Memory Function in Middle-aged and Older Adults: A Cross-sectional Analysis of the Comprehensive Cohort of the Canadian Longitudinal Study on Aging","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Psychosocial; Social isolation; Longitudinal study; Association (psychology); Cohort; Marital status; Cohort study; Sample (material); Test (biology)","score_opus":0.021605412318210556,"score_gpt":0.25387940315916424,"score_spread":0.23227399084095368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054987565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986099,0.0000067444653,8.95994e-7,0.00028120246,0.00008990108,0.00066023413,0.000096666634,0.000002744856,0.00025169388],"genre_scores_gemma":[0.97167796,0.0000025367458,0.0000015341201,0.0000015006788,0.000022283391,0.0000021311057,0.00015714987,0.000005280352,0.028129598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988432,0.00019118135,0.00016790647,0.00020825873,0.00045154552,0.00013793922],"domain_scores_gemma":[0.9989802,0.00018685957,0.00038758662,0.00014093585,0.00027632024,0.000028078432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035756128,0.000105172236,0.0002422363,0.00028759334,0.0006386093,0.000034201144,0.00015807293,0.00008561143,0.00030373604],"category_scores_gemma":[0.000011450703,0.00008148875,0.00012217772,0.00057565264,0.000084172,0.000026350079,0.00006794687,0.00024961514,4.2400117e-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":[0.00007186135,0.000029722423,0.9732884,0.00003184595,0.0007971618,1.6681346e-7,0.024364926,0.00002444796,0.000055716682,0.000018893645,0.000051264713,0.0012655689],"study_design_scores_gemma":[0.00055428926,0.000035756806,0.8927684,0.000041502466,0.00049629714,7.2039685e-9,0.1057599,0.00025846105,0.0000122748215,0.000010903318,0.0000049702194,0.000057244597],"about_ca_topic_score_codex":0.68079746,"about_ca_topic_score_gemma":0.93202007,"teacher_disagreement_score":0.2512226,"about_ca_system_score_codex":0.00006701626,"about_ca_system_score_gemma":0.000117543575,"threshold_uncertainty_score":0.49117306},"labels":[],"label_agreement":null},{"id":"W7055108148","doi":"","title":"Build, Rent and Sell: Options for Commercializing New Technologies Arising from University Research","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Revenue; Emerging technologies; Transaction cost; Production (economics); Corporate governance; Dynamism; New product development; Database transaction","score_opus":0.027393817937168902,"score_gpt":0.2719252730136368,"score_spread":0.24453145507646787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055108148","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":[0.9882617,0.0001885269,0.0004066692,0.0034270673,0.00009431976,0.0007966638,0.0002805236,0.00007045963,0.0064740693],"genre_scores_gemma":[0.057767462,0.00019589506,0.0096425135,0.0000017441685,0.00009226337,9.3385097e-7,0.0021141584,0.000026666521,0.9301584],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987561,0.00007806605,0.0001057883,0.00041210643,0.00031340518,0.00033450962],"domain_scores_gemma":[0.9990059,0.00018401083,0.000135756,0.0003107726,0.00028512473,0.000078414276],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020102339,0.00017452445,0.0003012139,0.00047940662,0.00059952657,0.000052067167,0.0004380325,0.00018790377,0.0027616057],"category_scores_gemma":[0.0000091748525,0.00022284944,0.00011480992,0.00028554173,0.00016341425,0.00005697338,0.00024521493,0.00040368515,0.000009505685],"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":[0.00078981335,0.0004641678,0.012313715,0.0004891459,0.0005455197,0.000026882435,0.04092971,0.00003423795,0.031961914,0.017768541,0.25396308,0.6407133],"study_design_scores_gemma":[0.0024166761,0.00023278313,0.01141085,0.00046501996,0.00028946673,1.4517133e-7,0.81254053,0.00068666576,0.0041627884,0.004392895,0.16281606,0.0005861446],"about_ca_topic_score_codex":0.46336842,"about_ca_topic_score_gemma":0.09104193,"teacher_disagreement_score":0.93049425,"about_ca_system_score_codex":0.000038152804,"about_ca_system_score_gemma":0.00019920463,"threshold_uncertainty_score":0.99815},"labels":[],"label_agreement":null},{"id":"W7055118434","doi":"","title":"Carbon Footprinting Dietary Choices in Ontario: A life cycle approach to assessing sustainable, healthy &amp; socially acceptable diets","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Sustainability; Life-cycle assessment; Population; Greenhouse gas; Food group; Consumption (sociology); Environmental impact assessment; Dietary fiber; Environmental quality; Distribution (mathematics)","score_opus":0.022946653422402836,"score_gpt":0.2346683014230517,"score_spread":0.21172164800064885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055118434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97540724,0.00011068778,0.00006534551,0.00015859999,0.00012391977,0.0005682282,0.0000041377034,0.00016048811,0.023401352],"genre_scores_gemma":[0.67814624,0.00003889127,0.0111452835,0.00003017213,0.00008073075,0.000012867576,0.00055453135,0.000095632895,0.30989563],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99855846,0.000044811117,0.00020030329,0.00038921117,0.00028042958,0.00052680593],"domain_scores_gemma":[0.9991232,0.000026600019,0.00013087965,0.0003051639,0.00017083563,0.00024331038],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002639933,0.000283237,0.0004950074,0.00036360018,0.00018388759,0.00007535682,0.0004023684,0.00030466876,0.000020541871],"category_scores_gemma":[0.000018033912,0.00037205065,0.00009732781,0.00041851535,0.00002455039,0.00032972827,0.000086212574,0.00048884127,0.000008876291],"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":[0.0005572346,0.0009609244,0.026555989,0.006649439,0.00065188354,0.00006266971,0.8255838,0.11716591,0.0048964284,0.0007538224,0.009795529,0.0063663423],"study_design_scores_gemma":[0.002395638,0.00014941496,0.31178263,0.0005757275,0.00036313824,0.0000021511835,0.65805155,0.011367971,0.00021266437,0.0013484845,0.011615998,0.002134635],"about_ca_topic_score_codex":0.72584915,"about_ca_topic_score_gemma":0.837289,"teacher_disagreement_score":0.297261,"about_ca_system_score_codex":0.0007410282,"about_ca_system_score_gemma":0.0006097042,"threshold_uncertainty_score":0.99987316},"labels":[],"label_agreement":null},{"id":"W7055141677","doi":"","title":"Carbon Cycling in a Glacier Ice Meltwater Impacted Freshwater System of the Canadian High Arctic: Biogeochemical Processes of the Lake Hazen Watershed","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Meltwater; Glacier; Glacial period; Deglaciation; Biogeochemical cycle; Arctic; Dissolved organic carbon; Cryosphere","score_opus":0.00578863835714911,"score_gpt":0.19294763574104556,"score_spread":0.18715899738389646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055141677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953941,0.000014932586,7.175521e-8,0.0013400468,0.00014684319,0.0006818854,0.0007025178,0.000006369423,0.0017132261],"genre_scores_gemma":[0.9374859,0.0000018493544,0.000028898658,0.0000043810314,0.000017646062,0.000003910725,0.0008253229,0.000016746531,0.06161539],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983638,0.0001588952,0.0002555924,0.00030302425,0.00054701616,0.00037166625],"domain_scores_gemma":[0.9987411,0.00004225557,0.00032044947,0.00048461804,0.00031909804,0.00009249236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020926894,0.00022025804,0.00041566437,0.00028333074,0.00018589833,0.00001877343,0.0008572782,0.00013348555,0.015435939],"category_scores_gemma":[0.000013603979,0.00015840892,0.0001799614,0.000522078,0.0001345751,0.000029015366,0.00024251,0.00041019986,0.0000016983377],"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":[0.0009582157,0.000526006,0.60334104,0.008021475,0.00096926774,0.0000377009,0.25517565,0.0001938411,0.12661035,0.0005290282,0.0017445167,0.0018928987],"study_design_scores_gemma":[0.0045146025,0.00023263453,0.1685989,0.0026836947,0.0008978142,0.000002786643,0.48480183,0.0010305914,0.32354945,0.00022531746,0.012247754,0.0012146394],"about_ca_topic_score_codex":0.95677584,"about_ca_topic_score_gemma":0.984971,"teacher_disagreement_score":0.43474215,"about_ca_system_score_codex":0.000094585645,"about_ca_system_score_gemma":0.000669582,"threshold_uncertainty_score":0.9854641},"labels":[],"label_agreement":null},{"id":"W7055220009","doi":"","title":"Assessment of remotely piloted aircraft data classification of wetland vegetation communities and changes in their pattern with elevation","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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","keywords":"Wetland; Digital elevation model; Vegetation classification; Vegetation (pathology); Classifier (UML); Random forest; Contextual image classification; Elevation (ballistics); High resolution","score_opus":0.037388352240036386,"score_gpt":0.26255944235251505,"score_spread":0.22517109011247866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055220009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981558,0.000011248029,0.00012868688,0.0004489001,0.000023756184,0.00037786184,0.00014216702,0.000008088339,0.0007035166],"genre_scores_gemma":[0.98126084,0.00006292499,0.00025733476,9.803124e-7,0.000008067859,0.000001143339,0.0068041426,0.000011083485,0.0115935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922633,0.00010017231,0.00014184523,0.00017411356,0.00025347667,0.000104061415],"domain_scores_gemma":[0.99891806,0.000091921735,0.00035865893,0.00039726438,0.0002109627,0.000023117262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002070583,0.00011970323,0.0002703749,0.00034930953,0.00005159091,0.000011228819,0.00029156485,0.000060312905,0.000615612],"category_scores_gemma":[0.0000022781853,0.00012112739,0.000019006633,0.00020798719,0.000076059405,0.000055945387,0.00010417161,0.00015108724,6.779446e-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":[0.00036230232,0.00049059093,0.38696325,0.003374591,0.00039564728,0.000003171537,0.14866595,0.000043686785,0.09997376,0.0004929702,0.0003392978,0.35889477],"study_design_scores_gemma":[0.0006554157,0.00017362222,0.73645824,0.00045445227,0.000048547754,4.329213e-8,0.25358853,0.007644064,0.0008172998,0.000026640893,0.00003798088,0.00009515346],"about_ca_topic_score_codex":0.13361815,"about_ca_topic_score_gemma":0.3920903,"teacher_disagreement_score":0.3587996,"about_ca_system_score_codex":0.00000927465,"about_ca_system_score_gemma":0.00009188634,"threshold_uncertainty_score":0.87215114},"labels":[],"label_agreement":null},{"id":"W7055277774","doi":"","title":"Chinatown as Heterotopia: Culture and the Crisis of Commodification in Toronto's Chinatown(s)","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Chinatown; Heterotopia (medicine); Commodification; Gentrification; Ethnic group; Population; Value (mathematics)","score_opus":0.0070420703144596026,"score_gpt":0.21607064176224416,"score_spread":0.20902857144778456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055277774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996075,0.0008637014,3.0304537e-7,0.0006593007,0.00032780704,0.000645133,0.00009016304,0.000028829905,0.00130978],"genre_scores_gemma":[0.9501311,0.00042188974,0.0001266663,0.000025592566,0.000015231705,0.000005294339,0.0001587244,0.000020808024,0.049094666],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848646,0.00036557514,0.00024258438,0.0003503504,0.00035364385,0.00020139231],"domain_scores_gemma":[0.9988993,0.00003434322,0.00049400475,0.00044176905,0.00008747927,0.00004314215],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005748513,0.00022507994,0.0005875665,0.00007233651,0.00022404753,0.000035732934,0.0007567839,0.00019686838,0.0051912726],"category_scores_gemma":[0.00002934439,0.00018146497,0.000111089146,0.000063947744,0.00021063793,0.000359081,0.00022125912,0.00018915335,0.000019784693],"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":[0.0041714003,0.00020215125,0.00012558785,0.0010031767,0.000083797764,0.000016160307,0.5126937,0.00005284398,0.47411802,0.00572969,0.0008660834,0.00093740335],"study_design_scores_gemma":[0.004667019,0.0003995595,0.010805894,0.00032846985,0.00025577494,0.000010627842,0.79472536,0.000044147433,0.18497503,0.0010948642,0.001988571,0.0007046876],"about_ca_topic_score_codex":0.32506618,"about_ca_topic_score_gemma":0.05175563,"teacher_disagreement_score":0.289143,"about_ca_system_score_codex":0.00015981725,"about_ca_system_score_gemma":0.000043875323,"threshold_uncertainty_score":0.9957181},"labels":[],"label_agreement":null},{"id":"W7055395354","doi":"","title":"Cemeteries &amp; the Control of Bodies","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Rationalization (economics); Secularization; Bureaucracy; Power (physics); Meaning (existential); Administration (probate law); Control (management)","score_opus":0.011959465668466758,"score_gpt":0.20254437325446686,"score_spread":0.1905849075860001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055395354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99465173,0.0003396967,0.001175059,0.00022962826,0.00018136202,0.0002673455,0.00013078064,0.00009803083,0.0029263746],"genre_scores_gemma":[0.6102933,0.00021433266,0.0010018953,0.000007854687,0.000029422989,9.5241813e-7,0.0003055137,0.000025781686,0.38812092],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995319,0.000013168828,0.00009373741,0.00009928102,0.00013122999,0.00013067975],"domain_scores_gemma":[0.9995046,0.000048937116,0.000083375024,0.00024628296,0.000087006796,0.000029765439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007657272,0.00012788385,0.00023157538,0.00010444473,0.00008495933,0.0000067816486,0.00025063803,0.00013009906,0.00011527159],"category_scores_gemma":[0.0000038892626,0.00011699682,0.000108267515,0.000085435495,0.00008536757,0.00006425534,0.000010661701,0.00012485149,0.000033165215],"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":[0.00067472865,0.0002000014,0.00087563624,0.003558349,0.002102701,0.000019439616,0.6060956,0.005529657,0.2756651,0.00549908,0.088709235,0.011070458],"study_design_scores_gemma":[0.004624509,0.0003182283,0.032303836,0.0010180698,0.0026654662,0.0000090376325,0.60770774,0.005208735,0.10817678,0.0023875344,0.23303394,0.0025461281],"about_ca_topic_score_codex":0.004188845,"about_ca_topic_score_gemma":0.023659041,"teacher_disagreement_score":0.38519454,"about_ca_system_score_codex":0.00001976431,"about_ca_system_score_gemma":0.000014700499,"threshold_uncertainty_score":0.99415666},"labels":[],"label_agreement":null},{"id":"W7055396884","doi":"","title":"Correlates and Consequences of Misjudging Romantic Partners’ Work and Family Priorities","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Romance; Perception; Interpersonal communication; Interpersonal relationship; Work (physics); Social perception; Trustworthiness","score_opus":0.013043665082924443,"score_gpt":0.20412626456040342,"score_spread":0.19108259947747896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055396884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987216,0.00080693245,0.000003493396,0.000037249036,0.00017761899,0.00008370793,0.000013423982,0.00008170265,0.000074275755],"genre_scores_gemma":[0.98528445,0.0009993998,0.00017030194,0.0000011565515,0.000006411377,1.8106671e-7,0.000033704164,0.000018088052,0.013486333],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995171,0.000011587198,0.000093436225,0.0001359577,0.00009600687,0.00014592937],"domain_scores_gemma":[0.99971706,0.00004642027,0.00006444464,0.00008748778,0.000037737424,0.00004683102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005109263,0.00013393702,0.0002779283,0.00012858713,0.00006611756,0.000016825456,0.00008340149,0.00013544227,0.0000045571282],"category_scores_gemma":[0.000004843046,0.00015653465,0.0000367947,0.00013594785,0.00014398684,0.000107366795,0.000023216078,0.00010846801,0.0000023248604],"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":[0.00043378447,0.00007949125,0.28634298,0.0084799025,0.0014245342,0.00037154046,0.5207933,0.003730309,0.15675952,0.002243993,0.0019090335,0.01743157],"study_design_scores_gemma":[0.0011915077,0.00021963137,0.4470389,0.0020249574,0.0006320902,0.0000070065626,0.5233573,0.016178623,0.0073640994,0.0008514359,0.000090543545,0.0010439326],"about_ca_topic_score_codex":0.0031319153,"about_ca_topic_score_gemma":0.0035411427,"teacher_disagreement_score":0.16069588,"about_ca_system_score_codex":0.000013112492,"about_ca_system_score_gemma":0.00001578984,"threshold_uncertainty_score":0.63832974},"labels":[],"label_agreement":null},{"id":"W7055434402","doi":"","title":"Considerations for Dietary Assessment in the Canadian Partnership for Tomorrow Project","year":2018,"lang":"en","type":"report","venue":"UWSpace (University of Waterloo)","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":"Nutritional epidemiology; General partnership; Harmonization; Work (physics); Disease; Risk assessment","score_opus":0.08410451071030926,"score_gpt":0.2791615526232832,"score_spread":0.1950570419129739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055434402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45057473,0.0015089774,0.008952546,0.12690629,0.004886325,0.06998839,0.020819895,0.0019458787,0.31441697],"genre_scores_gemma":[0.63836807,0.00034805265,0.035511795,0.00026384628,0.0007382871,0.00029297697,0.0029252334,0.0001539545,0.32139778],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922776,0.000026411588,0.00011189616,0.00019328806,0.00017210867,0.00026850737],"domain_scores_gemma":[0.9992045,0.00016490677,0.00005719863,0.00029853274,0.00021235728,0.000062466046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003987672,0.0001519455,0.00023407598,0.00021164343,0.00028166888,0.0000365421,0.00021586985,0.00019062328,0.00003817209],"category_scores_gemma":[0.00002357106,0.00014678428,0.00012708287,0.00011659917,0.00007927718,0.000076201075,0.000013475881,0.00016359655,0.000004469633],"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":[0.000006302016,0.0000309003,0.00020242328,0.00040009266,0.00013587694,0.000010401534,0.017022563,0.00023894085,0.00008650577,0.0008119128,0.9808871,0.00016696459],"study_design_scores_gemma":[0.0019383328,0.0003362785,0.0057870294,0.00035440674,0.0009803587,0.00003414695,0.048038986,0.024750637,0.00026896677,0.004339986,0.9118987,0.0012722255],"about_ca_topic_score_codex":0.4486446,"about_ca_topic_score_gemma":0.9584928,"teacher_disagreement_score":0.5098482,"about_ca_system_score_codex":0.00039254868,"about_ca_system_score_gemma":0.0013251851,"threshold_uncertainty_score":0.5985689},"labels":[],"label_agreement":null},{"id":"W7055471711","doi":"","title":"Characterizing the deformation response of a unidirectional non-crimp fabric for the development of computational draping simulation models","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Context (archaeology); Deformation (meteorology); Automation; Rigidity (electromagnetism); Molding (decorative); Test data; Work (physics)","score_opus":0.02255689100051316,"score_gpt":0.24281737554750432,"score_spread":0.22026048454699115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055471711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96925354,0.0000105438385,0.028477851,0.0008980628,0.00007032473,0.00077422336,0.00006319731,0.000006472616,0.00044577316],"genre_scores_gemma":[0.9845299,0.00000187413,0.003103818,0.0000046822743,0.000020867416,0.000004372853,0.00076227717,0.000008583092,0.011563601],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990931,0.00006697332,0.00023697143,0.0001364485,0.0003555656,0.00011089603],"domain_scores_gemma":[0.99854964,0.00043197713,0.00044922266,0.00011591803,0.00042675444,0.000026512085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035687894,0.00011378656,0.00019647086,0.00014280851,0.00029108967,0.000012822321,0.00023777915,0.00004601848,0.0008282563],"category_scores_gemma":[0.000010355166,0.000094787334,0.00012274433,0.00018412188,0.000047506346,0.00006722709,0.000056090244,0.000109122906,0.0000020680275],"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":[0.005760552,0.00024985394,0.00035482063,0.0011719085,0.00088715635,4.136598e-7,0.5869136,0.121862575,0.05894226,0.0019337514,0.00063243834,0.22129072],"study_design_scores_gemma":[0.0008625365,0.000098745164,0.019201756,0.00017673183,0.00011594689,7.222935e-8,0.1573047,0.8134127,0.007346943,0.0002350085,0.0010802962,0.00016453066],"about_ca_topic_score_codex":0.0020040406,"about_ca_topic_score_gemma":0.00053235504,"teacher_disagreement_score":0.69155014,"about_ca_system_score_codex":0.000018478666,"about_ca_system_score_gemma":0.00033330775,"threshold_uncertainty_score":0.9068826},"labels":[],"label_agreement":null},{"id":"W7055481544","doi":"","title":"Changer la donne. Contre « l’intraduisibilité » de l’hétérolinguisme dans le théâtre trinidadien","year":2023,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"ESPACE; Context (archaeology); Dream","score_opus":0.009450854726155058,"score_gpt":0.214021609891826,"score_spread":0.20457075516567094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055481544","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":[0.9700336,0.00008109862,0.00005419192,0.0079685245,0.0003540018,0.0008588952,0.00025616,0.00007266165,0.020320863],"genre_scores_gemma":[0.13994174,0.00015169794,0.00031080763,0.000009202669,0.00018878162,0.0000044429535,0.00081877253,0.00005082722,0.8585237],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973998,0.00034007014,0.0002695081,0.0006921577,0.0004765309,0.00082193495],"domain_scores_gemma":[0.9981169,0.00031922339,0.0003197882,0.00057577086,0.00033623524,0.00033208242],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052634353,0.00043600658,0.0006739742,0.00037321242,0.00048350258,0.00006993802,0.0007745499,0.00036738263,0.019610088],"category_scores_gemma":[0.00003440947,0.0005411442,0.00043766416,0.00044047265,0.00031830228,0.00005595989,0.00025763302,0.00059179286,0.00045359335],"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":[0.0010823536,0.0015572062,0.028016306,0.001934559,0.0013639465,0.00070025685,0.69258845,0.00019342205,0.05867621,0.04206528,0.016645143,0.15517688],"study_design_scores_gemma":[0.0036386736,0.0003841649,0.055544663,0.00060917105,0.00041741985,0.0000026802234,0.87275696,0.0034959505,0.0038364704,0.0004664649,0.058050517,0.00079688785],"about_ca_topic_score_codex":0.4916576,"about_ca_topic_score_gemma":0.22565266,"teacher_disagreement_score":0.8382029,"about_ca_system_score_codex":0.00007320198,"about_ca_system_score_gemma":0.0006589374,"threshold_uncertainty_score":0.999704},"labels":[],"label_agreement":null},{"id":"W7055491950","doi":"","title":"Classification of Compact Polarimetric Synthetic Aperture Radar Images","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Synthetic aperture radar; Coherence (philosophical gambling strategy); Polarimetry; Radar imaging; Constellation; Sea ice; Arctic; Inverse synthetic aperture radar; Earth observation","score_opus":0.010681488901371593,"score_gpt":0.22516610235374002,"score_spread":0.2144846134523684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055491950","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":[0.95046854,0.00026923235,0.000035556102,0.0014059446,0.00011928309,0.00037152466,0.00025598364,0.000016426935,0.047057495],"genre_scores_gemma":[0.3917174,0.00003666662,0.0003918291,0.0000023159575,0.000024014922,2.3234645e-7,0.0017387709,0.000014625077,0.60607415],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9988393,0.00009142711,0.00015645564,0.00030189336,0.00041458153,0.0001963442],"domain_scores_gemma":[0.99875563,0.00011677748,0.0003141533,0.00039421694,0.00033863154,0.00008056943],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011073817,0.00018484845,0.00040821754,0.00040565158,0.00010421192,0.000020160049,0.00035831257,0.00012469494,0.05731068],"category_scores_gemma":[0.00001560904,0.00020882188,0.00021931063,0.00044074963,0.00007708896,0.00003554049,0.000051516647,0.00026276225,0.0000330779],"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":[0.00039270104,0.0012166436,0.021173762,0.0016246497,0.00089450617,0.000026652846,0.029345106,0.0000045315323,0.74218947,0.0030673866,0.037581965,0.16248263],"study_design_scores_gemma":[0.0016846737,0.00026987956,0.43172035,0.0006365204,0.00057304313,7.7277195e-7,0.50459003,0.0003312108,0.0361822,0.00009573998,0.023166839,0.00074875704],"about_ca_topic_score_codex":0.12504843,"about_ca_topic_score_gemma":0.004959714,"teacher_disagreement_score":0.70600724,"about_ca_system_score_codex":0.000014809797,"about_ca_system_score_gemma":0.0001898142,"threshold_uncertainty_score":0.94355106},"labels":[],"label_agreement":null},{"id":"W7055497054","doi":"","title":"Capacity-Achieving Distributions of Gaussian Multiple Access Channel with Peak Constraints","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Additive white Gaussian noise; Channel (broadcasting); Constraint (computer-aided design); Gaussian; Channel capacity; Boundary (topology); Uniqueness; Probability mass function; Function (biology); Distribution (mathematics)","score_opus":0.012863881822357518,"score_gpt":0.19386848809036045,"score_spread":0.18100460626800294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055497054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982484,0.000029180079,0.0005467685,0.000041835752,0.00013623422,0.00022425868,0.000301241,0.000085062195,0.00038701616],"genre_scores_gemma":[0.99414456,0.000042336505,0.00064096006,0.0000010341789,0.000015032527,9.5314925e-7,0.000522778,0.000026362057,0.0046060057],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992537,0.00001712992,0.00012955097,0.00018358094,0.00016234265,0.00025367708],"domain_scores_gemma":[0.9993721,0.000021375703,0.00013919627,0.0002280586,0.00013824472,0.000101028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004212751,0.00021365166,0.00036210803,0.00014425354,0.00011413949,0.000027203545,0.00032468777,0.00018553581,0.00010276541],"category_scores_gemma":[0.0000068643244,0.00022729333,0.00008978693,0.00019896076,0.00015101687,0.0003592825,0.000033100827,0.0002133743,0.000009975277],"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":[0.00082049513,0.001508758,0.091564864,0.0144999055,0.004502701,0.000252346,0.33549833,0.0555502,0.47047827,0.004434084,0.0037403298,0.017149711],"study_design_scores_gemma":[0.004884228,0.0005182508,0.5216988,0.002859654,0.0012131718,0.000026604363,0.23484035,0.1414285,0.089087315,0.00025013427,0.00023021182,0.0029628316],"about_ca_topic_score_codex":0.010705506,"about_ca_topic_score_gemma":0.027714875,"teacher_disagreement_score":0.43013388,"about_ca_system_score_codex":0.00006380977,"about_ca_system_score_gemma":0.00003322845,"threshold_uncertainty_score":0.9958823},"labels":[],"label_agreement":null},{"id":"W7055592140","doi":"","title":"Cooperative Vehicle Perception and Localization Using Infrastructure-based Sensor Nodes","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lidar; Sensor fusion; Wireless sensor network; Node (physics); Sensor node; Visual sensor network; Intelligent transportation system; Global Positioning System","score_opus":0.010914460258454892,"score_gpt":0.23099567803774898,"score_spread":0.2200812177792941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055592140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983092,0.0000058164346,0.00039604388,0.0001317418,0.000073523566,0.00029319504,0.000054318687,0.000025140756,0.00071103865],"genre_scores_gemma":[0.7134594,0.000014721319,0.0011312142,0.000008835164,0.00005635645,8.334025e-7,0.0016143755,0.00002974365,0.28368455],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99921656,0.000060548857,0.000089640984,0.0002525914,0.00022321191,0.00015748],"domain_scores_gemma":[0.99943155,0.000028359824,0.000115576186,0.00013222404,0.00023152586,0.000060740047],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006414742,0.00015182131,0.00020583923,0.00020366578,0.00022716564,0.000033667897,0.000100927464,0.000097654985,0.015940553],"category_scores_gemma":[0.0000038925346,0.00017472834,0.00005601307,0.00019755586,0.00007363658,0.0000382682,0.000042473654,0.00014396114,0.000022283974],"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":[0.0010515552,0.00031041598,0.10354883,0.0017202372,0.0005210125,0.000036748093,0.22037274,0.0150842825,0.40332976,0.00060311926,0.009713118,0.24370816],"study_design_scores_gemma":[0.0018929857,0.00016786096,0.13296314,0.0003389977,0.00022706972,2.0767048e-7,0.62307656,0.23621278,0.0037269134,0.00007938571,0.0007720583,0.00054208364],"about_ca_topic_score_codex":0.065388635,"about_ca_topic_score_gemma":0.0071243,"teacher_disagreement_score":0.4027038,"about_ca_system_score_codex":0.000018008106,"about_ca_system_score_gemma":0.00011087222,"threshold_uncertainty_score":0.984959},"labels":[],"label_agreement":null},{"id":"W7055647965","doi":"","title":"Cosmographia Metallica","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Expansive; Mythology; Civilization; Fifteenth; Simple (philosophy); Middle Ages","score_opus":0.007538298578914952,"score_gpt":0.21137445522752843,"score_spread":0.2038361566486135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055647965","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":[0.87230456,0.000054860302,0.0000072109283,0.00091615005,0.000094580966,0.00034586847,0.00004492158,0.000027531314,0.1262043],"genre_scores_gemma":[0.052661523,0.00003217917,0.00047994006,0.0000059444296,0.000038795566,5.457541e-7,0.0008960108,0.000011573069,0.9458735],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989913,0.000037887065,0.000104429695,0.0002851385,0.00033767428,0.0002435559],"domain_scores_gemma":[0.9992445,0.000019806772,0.00016225556,0.00030988883,0.00016031954,0.00010319972],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008015078,0.0001875125,0.00031670168,0.00028810842,0.00013048497,0.000020306334,0.00040038262,0.000098530734,0.11713472],"category_scores_gemma":[0.0000013990721,0.00021868698,0.00024719498,0.00023710134,0.00005306203,0.000026645492,0.000047162048,0.00023058728,0.000114298986],"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":[0.00035214907,0.00061702373,0.0023486568,0.0002880447,0.00069613813,0.000035667563,0.028459352,0.000004270909,0.01616005,0.006629713,0.1065519,0.837857],"study_design_scores_gemma":[0.0042629023,0.0009730778,0.13066094,0.0005112733,0.0012264617,6.621253e-7,0.5145828,0.00035128824,0.009210571,0.002941682,0.3332761,0.002002213],"about_ca_topic_score_codex":0.08672374,"about_ca_topic_score_gemma":0.032708067,"teacher_disagreement_score":0.8358548,"about_ca_system_score_codex":0.000005339513,"about_ca_system_score_gemma":0.00008260127,"threshold_uncertainty_score":0.9849425},"labels":[],"label_agreement":null},{"id":"W7055649512","doi":"","title":"Copper doped ceria catalyst prepared by reverse microemulsion method for thermocatalytic conversion of carbon dioxide via reverse water gas shift","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Catalysis; Microemulsion; Carbon monoxide; Copper; Nanoparticle; Water-gas shift reaction; X-ray photoelectron spectroscopy; Desorption","score_opus":0.007832207489484938,"score_gpt":0.21118723693297958,"score_spread":0.20335502944349465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055649512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99816346,0.00006345398,0.00010847856,0.00007633203,0.0004678365,0.00062239746,0.00028061477,0.00015904148,0.000058410205],"genre_scores_gemma":[0.94546306,0.00015638546,0.0014738126,0.0000074750606,0.000030336405,0.0000041058106,0.0045359484,0.00013247851,0.048196416],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99858737,0.000056271012,0.00028361307,0.00041906937,0.00023931582,0.00041438872],"domain_scores_gemma":[0.99903715,0.000055821587,0.0001809163,0.00045727246,0.00014851625,0.00012030833],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021211481,0.0003623926,0.0006730846,0.000230336,0.00009896673,0.000012755713,0.00038410866,0.00040317973,0.000040033974],"category_scores_gemma":[0.000008954905,0.00036655957,0.00027390075,0.00019721773,0.000060914357,0.00019446693,0.00007599995,0.00018858832,0.000023657381],"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":[0.00060490664,0.000052574615,0.00011726588,0.0015813032,0.0002981201,0.00001797328,0.037986,0.00072570366,0.9544233,0.0000016548765,0.0039506517,0.00024056275],"study_design_scores_gemma":[0.001645586,0.00013441712,0.00031053816,0.00030943728,0.00067328854,0.0000023194448,0.02342745,0.025943832,0.94632834,0.00003155368,0.0005970259,0.00059621094],"about_ca_topic_score_codex":0.03483752,"about_ca_topic_score_gemma":0.0074340515,"teacher_disagreement_score":0.052700393,"about_ca_system_score_codex":0.00017653819,"about_ca_system_score_gemma":0.000031002084,"threshold_uncertainty_score":0.99987864},"labels":[],"label_agreement":null},{"id":"W7055671573","doi":"","title":"Development of Modular Polymeric NPs for Drug Delivery Using Amine-Reactive Chemistry","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Drug delivery; Zeta potential; PLGA; Cancer therapy; Drug; Cancer cell; Chitosan; Nanomedicine; Drug carrier","score_opus":0.014947691341854693,"score_gpt":0.20987600789802852,"score_spread":0.19492831655617382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055671573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99821615,0.0003617457,0.0000144421165,0.00003488357,0.00060475245,0.00037943563,0.00018839502,0.00006387044,0.00013631838],"genre_scores_gemma":[0.7785461,0.000021307842,0.019741189,0.00000541658,0.00008717703,0.0000028073302,0.00046274,0.000090749425,0.20104252],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99853015,0.000036628127,0.00028993617,0.000477564,0.00032531554,0.00034043193],"domain_scores_gemma":[0.99885523,0.000028382288,0.0004947265,0.00030028058,0.00024054133,0.000080834616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026203686,0.0003141685,0.0006135578,0.00015001722,0.00016377206,0.0000327027,0.0005392064,0.00023344786,0.00052969117],"category_scores_gemma":[0.00001402125,0.0003406818,0.00018044718,0.00008272491,0.000120076504,0.00025348985,0.0001539452,0.00010481772,0.00006638149],"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":[0.0005358792,0.0000511632,0.000001928704,0.0021671965,0.000104997365,0.000008010297,0.07084774,0.000053644955,0.9256558,0.000004919299,0.00008870836,0.00048005366],"study_design_scores_gemma":[0.00032178246,0.000021839409,0.0000621382,0.00058380805,0.00021516655,0.0000017074489,0.062526435,0.00008824723,0.9354706,0.000017646546,0.00035423302,0.00033643062],"about_ca_topic_score_codex":0.01093456,"about_ca_topic_score_gemma":0.0011537792,"teacher_disagreement_score":0.21967007,"about_ca_system_score_codex":0.00019526604,"about_ca_system_score_gemma":0.00032131988,"threshold_uncertainty_score":0.9999045},"labels":[],"label_agreement":null},{"id":"W7055722212","doi":"","title":"Digital Signcryption","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Signcryption; Encryption; Digital signature; Mathematical proof; Cryptography; Confidentiality; Cryptographic primitive; Signature (topology); Cryptographic protocol","score_opus":0.00740276835628586,"score_gpt":0.173321455859658,"score_spread":0.16591868750337213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055722212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924627,0.00005144396,0.000027122334,0.000027573718,0.00028330757,0.000109380846,0.00007914628,0.00020698275,0.0067523364],"genre_scores_gemma":[0.6077855,0.000052532952,0.0006139936,0.0000011023017,0.000090612215,7.137764e-7,0.0025780061,0.00004575189,0.3888318],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9995578,0.000004571754,0.00007824976,0.00013829129,0.000095167146,0.00012590122],"domain_scores_gemma":[0.99971914,0.000008672405,0.000041484203,0.00015478667,0.000045300487,0.0000306408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000022003385,0.00013542296,0.00018345253,0.000098589415,0.00006473549,0.00003036851,0.00014177778,0.0001710501,0.00019408875],"category_scores_gemma":[0.0000016411379,0.00017238095,0.00007710844,0.00008137384,0.000021634703,0.00019862958,0.000009915344,0.00008749562,0.00013248384],"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":[0.000056559915,0.000131114,0.00027388445,0.0014949177,0.00025582418,0.000023966328,0.043787938,0.0046811504,0.8901671,0.0007483753,0.034037475,0.024341675],"study_design_scores_gemma":[0.0034315474,0.00031039427,0.024925256,0.0013821988,0.0011100045,0.000020183044,0.53554326,0.0053570773,0.3340929,0.0031494868,0.085593075,0.0050846618],"about_ca_topic_score_codex":0.0031187946,"about_ca_topic_score_gemma":0.0034889688,"teacher_disagreement_score":0.55607426,"about_ca_system_score_codex":0.000036529884,"about_ca_system_score_gemma":0.000011088554,"threshold_uncertainty_score":0.7029491},"labels":[],"label_agreement":null},{"id":"W7055722878","doi":"","title":"Dimensions of age and aging in Toronto: An inter-decade socio-ecological analysis","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Neighbourhood (mathematics); Population ageing; Life course approach; Population; Baby boomers; Public policy; Aging in place","score_opus":0.010458352226809289,"score_gpt":0.25990662275546356,"score_spread":0.24944827052865426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055722878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937663,0.000042097337,0.000004568844,0.00021653163,0.000029098868,0.00019345796,0.00004118486,0.0000070598758,0.0056996765],"genre_scores_gemma":[0.79012924,0.000040267045,0.00020849388,0.000002491187,0.0000075061707,0.0000011678937,0.0006937846,0.0000059331364,0.20891114],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99905604,0.00011973843,0.00013614619,0.00029147207,0.00022079436,0.00017579718],"domain_scores_gemma":[0.99944943,0.000052909156,0.00015717727,0.0002102839,0.000057330122,0.000072846065],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016775359,0.00012832439,0.00039912015,0.00026167804,0.00011298636,0.000010603215,0.00024940242,0.00007197212,0.121938914],"category_scores_gemma":[0.0000029883684,0.00013341125,0.00014842418,0.00023372163,0.00006681341,0.000045397082,0.00020675431,0.00021900541,0.0000013208575],"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":[0.00054830505,0.0026170854,0.24711815,0.0005371881,0.002746453,0.00025253097,0.45456204,0.00014789683,0.02908334,0.0040181982,0.0025988407,0.25577],"study_design_scores_gemma":[0.0005974065,0.00021095994,0.24432528,0.00003070256,0.0004103059,5.9248688e-8,0.75230604,0.00071691483,0.00010249171,0.00007193385,0.0010280402,0.00019984136],"about_ca_topic_score_codex":0.4268594,"about_ca_topic_score_gemma":0.44621944,"teacher_disagreement_score":0.29774404,"about_ca_system_score_codex":0.000040240713,"about_ca_system_score_gemma":0.00004820369,"threshold_uncertainty_score":0.87886375},"labels":[],"label_agreement":null},{"id":"W7055745176","doi":"","title":"Data-Driven Analysis of Optimal Repositioning in Dockless Bike-Sharing Systems","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Profit (economics); Service (business); Flow network; Service level; Scheduling (production processes)","score_opus":0.01618623033976247,"score_gpt":0.2238415175905195,"score_spread":0.20765528725075705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055745176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988928,0.00016952942,0.00007428698,0.0000058145265,0.00019160945,0.00011499447,0.00033549097,0.000054126594,0.00016138892],"genre_scores_gemma":[0.9885664,0.00008809936,0.00046839466,4.524088e-7,0.000009757063,6.815461e-7,0.0040264106,0.000022789927,0.006817029],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999061,0.000026720712,0.0002180111,0.00029116604,0.00021993437,0.00018319675],"domain_scores_gemma":[0.9991932,0.000019431563,0.00017550407,0.00051667524,0.000053012405,0.00004218853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001381598,0.00014880621,0.00051774544,0.0007334517,0.00007916787,0.000022851966,0.0005826195,0.000121820194,0.000083157945],"category_scores_gemma":[0.0000036596841,0.00020068331,0.00010905444,0.0008832046,0.000018101964,0.00027040447,0.00014935217,0.00021289084,0.0000014557528],"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":[0.00003616731,0.000038388007,0.00912114,0.00041246068,0.0009415612,0.00006609438,0.020177351,0.96424115,0.0047032447,0.0000781466,0.000053436717,0.00013087688],"study_design_scores_gemma":[0.00021438244,0.00002062254,0.013124146,0.00011619988,0.0008931123,9.548666e-7,0.06969712,0.9154771,0.0002074775,0.0000013459669,0.00003827173,0.00020925322],"about_ca_topic_score_codex":0.029275386,"about_ca_topic_score_gemma":0.04458935,"teacher_disagreement_score":0.04951977,"about_ca_system_score_codex":0.0001362625,"about_ca_system_score_gemma":0.00002165892,"threshold_uncertainty_score":0.97718877},"labels":[],"label_agreement":null},{"id":"W7055751156","doi":"","title":"Does the Cost Barrier to Contraception Differentially Affect Racialized and Indigenous Women? An Intersectional Quantitative Investigation","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Reproductive health; Population; Affect (linguistics); Birth control; Exploratory research; Fertility; Bivariate analysis; Health equity","score_opus":0.010101788363997019,"score_gpt":0.24697210905680003,"score_spread":0.236870320692803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055751156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971326,0.000007719287,0.00006546338,0.00058308087,0.00028440467,0.0012455132,0.00019481052,0.000016517297,0.00046991563],"genre_scores_gemma":[0.77451366,0.0000102975455,0.00015038994,0.000021905622,0.0000562044,0.000035127552,0.0014457837,0.000017604942,0.22374903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986793,0.00027692062,0.00011989876,0.00032432305,0.0003744915,0.00022510235],"domain_scores_gemma":[0.9992346,0.000088326844,0.00018570242,0.00018634621,0.00015727826,0.00014770258],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002659764,0.00017989469,0.0002512379,0.0002371238,0.0005616091,0.000065831766,0.00025147467,0.00006161036,0.060981967],"category_scores_gemma":[0.000010874193,0.00013970333,0.00007351137,0.00016433466,0.000102261765,0.00007347233,0.00010357887,0.00026905452,0.00001059389],"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":[0.0013711625,0.00016158525,0.0055492823,0.00011238318,0.00038018433,0.0000040448763,0.867595,0.000021135242,0.041196622,0.0015906378,0.0007132497,0.08130467],"study_design_scores_gemma":[0.0011191744,0.00067284325,0.075722486,0.0000465686,0.00010499791,2.0210808e-7,0.9171015,0.0002635918,0.0008940755,0.00025812973,0.0035268802,0.00028957438],"about_ca_topic_score_codex":0.05079834,"about_ca_topic_score_gemma":0.07581905,"teacher_disagreement_score":0.22327912,"about_ca_system_score_codex":0.00003965676,"about_ca_system_score_gemma":0.00014941824,"threshold_uncertainty_score":0.9555225},"labels":[],"label_agreement":null},{"id":"W7055766567","doi":"","title":"Compact Routing on Planar Graphs","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Laser Design and Applications","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":"Blackberry (Canada)","funders":"","keywords":"Shortest path problem; Context (archaeology); Key (lock); Routing (electronic design automation); Prioritization; Pointer (user interface); Planar; Path (computing)","score_opus":0.013667105629196008,"score_gpt":0.19806603167937853,"score_spread":0.18439892605018252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055766567","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":[0.9941251,0.000019664878,0.00001184722,0.00015746767,0.0002657006,0.00017667041,0.00010064173,0.00048578234,0.0046571223],"genre_scores_gemma":[0.47525236,0.0001407771,0.00019067546,0.000007889037,0.00003567211,5.0462285e-7,0.0016583625,0.000072077615,0.5226417],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9993923,0.000012134562,0.000077070494,0.00017658346,0.00015223959,0.00018972885],"domain_scores_gemma":[0.9995827,0.000036481808,0.000056851877,0.00022471351,0.000031341813,0.00006791823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047094865,0.0001718113,0.00023364696,0.00022874038,0.000117078125,0.00001277447,0.00023586187,0.00016912694,0.000069139904],"category_scores_gemma":[0.0000024114834,0.00020872802,0.00011778875,0.0002357012,0.000020197043,0.00005830768,0.0000057723496,0.0002127078,0.00039465312],"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":[0.0003528743,0.00026391872,0.001069888,0.0024382109,0.0015852831,0.0002509353,0.34289193,0.021982417,0.06806777,0.013926015,0.53930664,0.007864078],"study_design_scores_gemma":[0.0044438136,0.0006094285,0.11746107,0.0035121364,0.0013447211,0.000008400854,0.76210904,0.037087344,0.04439445,0.0053177853,0.01895848,0.0047533116],"about_ca_topic_score_codex":0.008311981,"about_ca_topic_score_gemma":0.010823999,"teacher_disagreement_score":0.5203482,"about_ca_system_score_codex":0.00004908058,"about_ca_system_score_gemma":0.0000148568815,"threshold_uncertainty_score":0.99829173},"labels":[],"label_agreement":null},{"id":"W7055788331","doi":"","title":"Design and Characterization of a Transceiver Telescope for Quantum Communications with Satellites","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Transmission (telecommunications); Quantum key distribution; Communications satellite; Point (geometry); Quantum channel","score_opus":0.014232787130457834,"score_gpt":0.1966566313759923,"score_spread":0.18242384424553446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055788331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950019,0.00020680459,0.004344714,0.000040418458,0.00003008122,0.00027412668,0.000057177866,0.000029432415,0.000015344896],"genre_scores_gemma":[0.9710485,0.0020678996,0.019004961,0.0000023796865,0.0000070250135,0.000002218068,0.0015204521,0.000038951435,0.0063076653],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996321,0.000019908526,0.00008294256,0.00010543118,0.00006459493,0.00009497887],"domain_scores_gemma":[0.99953777,0.000031939606,0.00007020564,0.00020393552,0.00012603868,0.000030122515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043073607,0.000109257875,0.00022892578,0.00007882941,0.000061848616,0.000010650389,0.00014352509,0.00010330578,0.000008651421],"category_scores_gemma":[0.0000010817728,0.00012156349,0.000037909726,0.00010904051,0.000047999463,0.00013034647,0.000008047267,0.000067694426,4.4053775e-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":[0.00019293479,0.00006986283,0.00037373064,0.0011725047,0.00021954633,0.0000030342665,0.055908702,0.0005346912,0.93617463,0.00023578317,0.000013710798,0.0051008887],"study_design_scores_gemma":[0.0031738062,0.0007224673,0.036904402,0.0017807009,0.0012997987,0.000006489689,0.10468324,0.40461144,0.4448149,0.0001588561,0.00058578805,0.0012581123],"about_ca_topic_score_codex":0.00045729787,"about_ca_topic_score_gemma":0.002437789,"teacher_disagreement_score":0.4913597,"about_ca_system_score_codex":0.000015285068,"about_ca_system_score_gemma":0.000026948488,"threshold_uncertainty_score":0.49572152},"labels":[],"label_agreement":null},{"id":"W7055826600","doi":"","title":"Developing a radar-based machine learning snowfall retrieval algorithm","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Random forest; Snow; Robustness (evolution); Outlier; Radar; Precipitation; Flood myth; Errors-in-variables models","score_opus":0.009505542322801049,"score_gpt":0.19839908339283951,"score_spread":0.18889354107003847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055826600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673766,0.0002665874,0.001847095,0.00008255168,0.00041038438,0.00015018166,0.00007057231,0.00027645833,0.00015851695],"genre_scores_gemma":[0.47905293,0.0010233709,0.13109747,0.000060390274,0.00022009829,0.0000028906059,0.0121345185,0.00050751923,0.37590083],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990102,0.00003245278,0.0001319441,0.00024260374,0.00029372165,0.00028910043],"domain_scores_gemma":[0.99954796,0.000028301205,0.00010468819,0.0001743018,0.000069776055,0.00007495494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012182344,0.00024019823,0.00034171736,0.00024184065,0.00025461506,0.000022128288,0.00030454836,0.00018122836,0.00032288267],"category_scores_gemma":[0.000008328061,0.00031860475,0.00013279896,0.00034417943,0.000024323932,0.00012838762,0.000047380763,0.0005184028,0.000013357683],"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":[0.002110749,0.00080594805,0.005562645,0.00791657,0.0031829332,0.0016149036,0.28155842,0.29602307,0.22808649,0.0013900967,0.0028786447,0.16886953],"study_design_scores_gemma":[0.0025370887,0.00026979359,0.0030281462,0.00028736488,0.00035199136,0.0000076358065,0.06568254,0.89341277,0.018641815,0.000060738144,0.014167981,0.0015521124],"about_ca_topic_score_codex":0.005834717,"about_ca_topic_score_gemma":0.0073243612,"teacher_disagreement_score":0.5973897,"about_ca_system_score_codex":0.0002714377,"about_ca_system_score_gemma":0.0000980952,"threshold_uncertainty_score":0.9999266},"labels":[],"label_agreement":null},{"id":"W7055907339","doi":"","title":"Cross-Domain Sentence Modeling for Relevance Transfer with BERT","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Relevance (law); Document retrieval; Exploit; Sentence; Language model; Question answering; Matching (statistics); Learning to rank","score_opus":0.010340004063124235,"score_gpt":0.2281199931575834,"score_spread":0.21777998909445917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055907339","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":[0.98521113,0.000020854446,0.00705026,0.00043877604,0.00008966776,0.00087155204,0.00012922117,0.000015947235,0.006172616],"genre_scores_gemma":[0.21321213,0.000012244476,0.0019998858,0.000004121284,0.000029580466,0.000003432287,0.00063698745,0.000023368548,0.78407824],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998868,0.000019654368,0.00011228535,0.0003893575,0.00031611542,0.00029462235],"domain_scores_gemma":[0.9991888,0.000045831675,0.00006974036,0.00029558016,0.00032868652,0.000071353694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010217351,0.00020246963,0.00030956883,0.00011740717,0.00016195337,0.0000306901,0.00033480997,0.000091639275,0.011800564],"category_scores_gemma":[0.000001749495,0.00021095989,0.00015266026,0.00010630262,0.000053725238,0.00005951678,0.000028139964,0.00019334255,0.00002731531],"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":[0.017306682,0.0016305659,0.02746143,0.0074751903,0.0024559204,0.000065123146,0.38799486,0.01119942,0.106445745,0.017111918,0.0079857,0.41286746],"study_design_scores_gemma":[0.013970337,0.0016720206,0.0035849572,0.0019361689,0.00061486993,0.0000012371993,0.827136,0.116401464,0.010537245,0.0008009304,0.020928089,0.0024167066],"about_ca_topic_score_codex":0.03535543,"about_ca_topic_score_gemma":0.014329907,"teacher_disagreement_score":0.77790564,"about_ca_system_score_codex":0.000011739896,"about_ca_system_score_gemma":0.00014830612,"threshold_uncertainty_score":0.9891028},"labels":[],"label_agreement":null},{"id":"W7055924179","doi":"","title":"Effects of Nutrients, Photoinhibition &amp; Photoacclimation on Photosystem II Function of Freshwater Phytoplankton Communities","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Photoinhibition; Phytoplankton; Photosystem II; Photosynthesis; Plankton; Nutrient; Photosynthetically active radiation; Water column","score_opus":0.009339300938737582,"score_gpt":0.1755926804633606,"score_spread":0.16625337952462302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055924179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982773,0.000083905,0.000029521769,0.0000023558623,0.00040544226,0.00044038118,0.00012905548,0.00008150163,0.0005505435],"genre_scores_gemma":[0.9908019,0.00018367755,0.00013965821,0.0000027581175,0.000012877344,0.0000025499428,0.0011993024,0.000034064862,0.0076232604],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915296,0.000053420168,0.00023051392,0.00013867534,0.00024282944,0.00018159152],"domain_scores_gemma":[0.9991684,0.000037909227,0.00029268258,0.00028921998,0.00016561277,0.00004616012],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008212587,0.00023969448,0.00046402158,0.0003326579,0.0001123327,0.0000065798413,0.00018932509,0.00028176376,0.00013079074],"category_scores_gemma":[0.0000036523222,0.0002726503,0.00015455337,0.00015909808,0.000049006998,0.00021559966,0.000029109513,0.00019212336,0.000020249827],"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":[0.0014950298,0.00055764086,0.00087536447,0.0099153835,0.00042471968,0.000006837723,0.13554673,0.0006132646,0.84880006,0.00026705873,0.000615077,0.00088280503],"study_design_scores_gemma":[0.0013443734,0.00059328385,0.0028502664,0.0017923095,0.00032966412,0.0000011393078,0.028116245,0.001860664,0.9623656,0.00014130455,0.00025046463,0.00035463297],"about_ca_topic_score_codex":0.014459448,"about_ca_topic_score_gemma":0.033665985,"teacher_disagreement_score":0.113565564,"about_ca_system_score_codex":0.000064121385,"about_ca_system_score_gemma":0.000017152755,"threshold_uncertainty_score":0.9999726},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"grok","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"opus","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W7055940432","doi":"","title":"Dynamic Modelling of a CO2 Capture and Purification Unit for Oxy-Coal-Fired Power Plants","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Process (computing); Work (physics); Power (physics); Quality (philosophy); Electricity generation; Energy consumption","score_opus":0.012799303406232494,"score_gpt":0.21614510415317903,"score_spread":0.20334580074694653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055940432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99436384,0.000044132074,0.0018228081,0.0003039523,0.000059249658,0.0005720431,0.00023145106,0.000009133653,0.0025933608],"genre_scores_gemma":[0.7029725,0.00002399011,0.0010165308,0.0000014346552,0.000007241313,0.0000017587785,0.0015260353,0.000012737824,0.29443777],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99922746,0.000029929655,0.00012254286,0.00025191339,0.00019851647,0.0001696434],"domain_scores_gemma":[0.99922514,0.00004982261,0.0002478771,0.00021678804,0.00019774066,0.000062647894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011034388,0.00015150735,0.00029307674,0.00018630907,0.000103719794,0.000012940917,0.00020284508,0.000121988305,0.0029673793],"category_scores_gemma":[0.0000019323659,0.00017497878,0.00008957996,0.000060922248,0.00004962395,0.000027688591,0.000033606393,0.00012738553,0.000004219259],"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":[0.0075844303,0.002000711,0.010746331,0.009990081,0.0027998344,0.000016771726,0.5213898,0.006211175,0.18532237,0.01687192,0.021775106,0.21529147],"study_design_scores_gemma":[0.007076796,0.0007668173,0.014709396,0.0011461547,0.00070337695,7.0317896e-7,0.66958815,0.28013426,0.0076251235,0.0015098896,0.015335089,0.0014042169],"about_ca_topic_score_codex":0.035749312,"about_ca_topic_score_gemma":0.008314904,"teacher_disagreement_score":0.29184443,"about_ca_system_score_codex":0.0000068834524,"about_ca_system_score_gemma":0.00007381645,"threshold_uncertainty_score":0.99794406},"labels":[],"label_agreement":null},{"id":"W7056037562","doi":"","title":"Effect of Surface State on Radiative Properties of Advanced High Strength Steel Strips","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermal properties of materials","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":"Pyrometer; Galvanization; Radiative transfer; Thermal; STRIPS; Context (archaeology); Surface roughness; Surface finish","score_opus":0.007842678683482604,"score_gpt":0.19459164053075426,"score_spread":0.18674896184727166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056037562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99750364,0.00038529502,3.2824576e-7,0.000046342873,0.0006777528,0.00066993415,0.00056432065,0.000048147194,0.000104257415],"genre_scores_gemma":[0.926973,0.00015215269,0.00036277043,0.0000025045701,0.000015371063,9.2228333e-7,0.0001863201,0.00004410152,0.07226288],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99737954,0.0007858875,0.00037432855,0.00052220456,0.0005928526,0.0003452085],"domain_scores_gemma":[0.9977568,0.00015218808,0.0010523327,0.0005543522,0.0003987724,0.000085598505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005914208,0.00041779663,0.0012813098,0.0001450862,0.00012352182,0.000022984355,0.0006658745,0.00024028384,0.0008694838],"category_scores_gemma":[0.000114902075,0.00037481159,0.00020268525,0.00012761042,0.00025718973,0.0003398007,0.00014006787,0.00020929171,0.000057497105],"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":[0.0057488256,0.00012106594,0.000024276771,0.002629488,0.000119073055,0.000014776706,0.038441125,0.003014461,0.94883764,0.000017174265,0.00006556248,0.0009665077],"study_design_scores_gemma":[0.0014173123,0.0014409585,0.00078624586,0.0014259695,0.00015363337,4.345218e-7,0.039068036,0.000012677282,0.95534694,0.0000042509296,0.000024070687,0.0003194977],"about_ca_topic_score_codex":0.018586999,"about_ca_topic_score_gemma":0.0024860462,"teacher_disagreement_score":0.07215863,"about_ca_system_score_codex":0.00010148639,"about_ca_system_score_gemma":0.00017095062,"threshold_uncertainty_score":0.99987036},"labels":[],"label_agreement":null},{"id":"W7056045753","doi":"","title":"The effects of water table draw-down \\non the hydrology of a patterned fen peatland near Quebec City, Quebec, Canada","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Peat; Water table; Hydrology (agriculture); Biogeochemical cycle; Wetland; Climate change; Water level; Soil water","score_opus":0.0023238869917109424,"score_gpt":0.1540176204744282,"score_spread":0.15169373348271728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056045753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99887997,0.000121834426,0.0000084837675,0.00022046923,0.00032704065,0.00026472815,0.000024887799,0.000020227131,0.00013234383],"genre_scores_gemma":[0.9207783,0.000044064764,0.000013307039,0.00000590487,0.000019932682,9.315213e-7,0.0002169342,0.000022419572,0.07889825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990629,0.00004917491,0.00017139784,0.00016275015,0.00022689295,0.00032686582],"domain_scores_gemma":[0.9992992,0.00008992497,0.00013141823,0.00033683612,0.00009780095,0.000044813358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008991129,0.0002115799,0.0003968617,0.000052623425,0.00018712692,0.000024199977,0.00043937494,0.00018294565,0.000022441836],"category_scores_gemma":[0.0000050606577,0.0001440439,0.000099526194,0.00010994416,0.00011878431,0.00009224355,0.00005664039,0.0002052752,0.0000018263937],"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":[0.0011717823,0.00042860952,0.07673205,0.009911095,0.0032180669,0.00033295984,0.24398762,0.043673035,0.55056775,0.00016724617,0.060863756,0.008946047],"study_design_scores_gemma":[0.0046186503,0.0004557617,0.31249917,0.0008398706,0.0015413492,0.0000067742926,0.047969278,0.05218444,0.5697495,0.00016328965,0.008207438,0.0017645111],"about_ca_topic_score_codex":0.99546397,"about_ca_topic_score_gemma":0.99963117,"teacher_disagreement_score":0.23576713,"about_ca_system_score_codex":0.00012689807,"about_ca_system_score_gemma":0.00015518424,"threshold_uncertainty_score":0.58739394},"labels":[],"label_agreement":null},{"id":"W7056126635","doi":"","title":"Developing Parsimonious and Efficient Algorithms for Water Resources Optimization Problems","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University at Buffalo; University of Waterloo","keywords":"Stability (learning theory); Filter (signal processing); Term (time); Set (abstract data type); Genetic algorithm; Heuristic","score_opus":0.012850377102658714,"score_gpt":0.1962164576023475,"score_spread":0.18336608049968878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056126635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99426496,0.0002574414,0.0047404626,0.00005224722,0.00022736352,0.0003059501,0.000020248559,0.0000922599,0.000039040075],"genre_scores_gemma":[0.9443778,0.00029803143,0.033570424,0.0000050618787,0.00008566692,0.00000453602,0.00095541164,0.00009302537,0.020610059],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993542,0.0000094505895,0.00009950677,0.00016154886,0.000102639184,0.00027266235],"domain_scores_gemma":[0.9996978,0.000012242413,0.000048341557,0.00010202332,0.00007862975,0.000060964594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008415719,0.00016647567,0.00022072972,0.00012027864,0.00013627076,0.000023623146,0.00011002073,0.00018205654,0.000012736504],"category_scores_gemma":[0.0000018345175,0.00016369949,0.00005041295,0.00006470836,0.000025298725,0.00010609146,0.000024085637,0.00008164843,0.0000034645564],"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":[0.00007443347,0.00005532833,0.0005555252,0.0019145857,0.00022189294,0.0000044923536,0.19812876,0.78194517,0.010861929,0.000070644695,0.00012235176,0.006044884],"study_design_scores_gemma":[0.0009820488,0.00007993931,0.002260256,0.0002930102,0.00026547723,0.00000269986,0.035161126,0.942948,0.015948102,0.0000525589,0.0012779857,0.00072879065],"about_ca_topic_score_codex":0.0009845868,"about_ca_topic_score_gemma":0.0018373519,"teacher_disagreement_score":0.16296764,"about_ca_system_score_codex":0.000062701096,"about_ca_system_score_gemma":0.0000081739,"threshold_uncertainty_score":0.6675471},"labels":[],"label_agreement":null},{"id":"W7056186767","doi":"","title":"The effects of carbonic anhydrase inhibitors on exercise performance in acute hypoxia","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Regional Municipality of Waterloo","funders":"","keywords":"Acetazolamide; Placebo; Hypoxia (environmental); Carbonic anhydrase inhibitor; Hypoxic ventilatory response; Skeletal muscle; Carbonic anhydrase; Ventilation (architecture); Metabolic acidosis","score_opus":0.0032162720574580735,"score_gpt":0.19480838637699144,"score_spread":0.19159211431953335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056186767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921329,0.00016697445,8.592602e-8,0.00027915067,0.00032010998,0.0005428182,0.00001521848,0.000009821066,0.006532942],"genre_scores_gemma":[0.6114925,0.00023258488,0.000009844253,7.805485e-7,0.000018062874,0.0000024864664,0.0000869579,0.000011523365,0.38814524],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990065,0.000038431095,0.00013119665,0.00025022487,0.000335385,0.00023824429],"domain_scores_gemma":[0.9993487,0.00009432016,0.00013127446,0.0003015899,0.000070244394,0.00005389341],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000116465395,0.00018002563,0.00028081183,0.0002668114,0.00010001447,0.00001819129,0.00033634403,0.00008484409,0.0012263935],"category_scores_gemma":[0.0000031622499,0.0001591091,0.00013827502,0.00026739898,0.000073223506,0.000025409987,0.000092049675,0.0003380891,0.00004212306],"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":[0.0020479916,0.0007697869,0.008548088,0.0062848725,0.00077968976,0.00017291469,0.14957398,0.000052221443,0.05064245,0.0015314042,0.016744994,0.7628516],"study_design_scores_gemma":[0.009205763,0.0039851875,0.20278642,0.018457374,0.0023146118,7.779023e-7,0.4783496,0.006386749,0.25925836,0.00062471634,0.01611382,0.0025166378],"about_ca_topic_score_codex":0.027240118,"about_ca_topic_score_gemma":0.011790461,"teacher_disagreement_score":0.76033497,"about_ca_system_score_codex":0.000018697714,"about_ca_system_score_gemma":0.00012118399,"threshold_uncertainty_score":0.9996866},"labels":[],"label_agreement":null},{"id":"W7056187488","doi":"","title":"An Empirical Model of Area MT: Investigating the Link between Representation Properties and Function","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Nucleofection; Tubulopathy; Dysgeusia; TSG101; Gestational period; Hyporeflexia","score_opus":0.05611423685816196,"score_gpt":0.26393728233432895,"score_spread":0.20782304547616698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056187488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961168,0.000012370532,0.00020812705,0.0013333379,0.000030185396,0.00032133327,0.000027612197,0.000010899154,0.0019393149],"genre_scores_gemma":[0.8745355,0.0000066039293,0.0007806379,0.0000044507156,0.0001414854,0.0000014900281,0.00051386666,0.000011508275,0.12400443],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99914676,0.00007595681,0.00013091203,0.00024032487,0.00027872843,0.00012732453],"domain_scores_gemma":[0.99916756,0.000030107674,0.00022243473,0.00026244306,0.0002531207,0.000064328706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015525278,0.00012278586,0.00021113585,0.00010885082,0.00019903501,0.000024030016,0.00020292791,0.00008534654,0.0018837019],"category_scores_gemma":[0.0000075385638,0.00010392465,0.00005868392,0.00011549231,0.00018202822,0.000070768154,0.00006729797,0.00017035787,0.0000033544807],"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":[0.00035812764,0.00009210082,0.1131061,0.0005517527,0.00035605853,6.773557e-7,0.26871884,0.00024648744,0.11779447,0.00029855454,0.0036828897,0.49479392],"study_design_scores_gemma":[0.001510839,0.0009483568,0.1240009,0.00050138053,0.0007305107,1.457772e-7,0.65872663,0.18224828,0.027508244,0.002263853,0.0009573397,0.00060349656],"about_ca_topic_score_codex":0.02881314,"about_ca_topic_score_gemma":0.004794526,"teacher_disagreement_score":0.49419042,"about_ca_system_score_codex":0.000005124598,"about_ca_system_score_gemma":0.00009949091,"threshold_uncertainty_score":0.9990287},"labels":[],"label_agreement":null},{"id":"W7056199480","doi":"","title":"The Emergence of Life(?)","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Nucleofection; TSG101; Hyporeflexia; Gestational period; Demotion; Articular cartilage damage","score_opus":0.005390464452245394,"score_gpt":0.17694895745054495,"score_spread":0.17155849299829956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056199480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98794824,0.00069346046,0.000024862782,0.00020440009,0.00026295363,0.00017288643,0.000008211333,0.00015961059,0.0105253495],"genre_scores_gemma":[0.5091275,0.0044149286,0.0031577433,0.000007524661,0.000043373937,4.213492e-7,0.00008249493,0.000039019615,0.48312703],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99945843,0.000016821275,0.000113217524,0.00010795032,0.00016071343,0.00014284567],"domain_scores_gemma":[0.9994687,0.000029354995,0.000089001136,0.00028868997,0.00008323001,0.000041063875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000637491,0.00013021768,0.00022266059,0.00008813229,0.000064266846,0.000004711522,0.00036909306,0.00020382671,0.00023232454],"category_scores_gemma":[0.0000134847205,0.00013093752,0.00010010582,0.000103668055,0.000046458335,0.000043592652,0.000014415818,0.00017576212,0.000009409176],"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":[0.00050594716,0.00014929636,0.0003936931,0.003853617,0.0007038685,0.000054189975,0.31600633,0.0017590716,0.11651847,0.004267274,0.39371225,0.162076],"study_design_scores_gemma":[0.0017367757,0.0014363471,0.064037375,0.0016501315,0.0009159552,0.0000054053417,0.63364655,0.011955504,0.23417254,0.004522824,0.04276231,0.0031582685],"about_ca_topic_score_codex":0.0069025033,"about_ca_topic_score_gemma":0.031217784,"teacher_disagreement_score":0.4788208,"about_ca_system_score_codex":0.000009396296,"about_ca_system_score_gemma":0.000020757898,"threshold_uncertainty_score":0.9997106},"labels":[],"label_agreement":null},{"id":"W7056273609","doi":"","title":"Evaluation of Polymeric Membranes for Gas Separation Processes: Poly(ether-&lt;I&gt;b&lt;/I&gt;-amide)(PEBAX® 2533) Block Copolymer","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Membrane; Propane; Work (physics); Permeation; Windage; Fusible alloy","score_opus":0.01324441519354747,"score_gpt":0.2566610298640142,"score_spread":0.2434166146704667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056273609","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":[0.966894,0.0015626977,0.00011629853,0.00055713765,0.00022083992,0.0020855078,0.00031721205,0.000037876292,0.028208481],"genre_scores_gemma":[0.36816466,0.00007630141,0.0005808665,0.0000059572367,0.00017794034,0.00003441227,0.00413968,0.000059138554,0.6267611],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970597,0.00016712236,0.00038075223,0.0005699296,0.0013945944,0.00042790707],"domain_scores_gemma":[0.99667025,0.00012844896,0.0007759935,0.00044920392,0.0018654207,0.00011066951],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006102456,0.0003979872,0.00061719114,0.00050189666,0.00027659978,0.000040557334,0.00048383392,0.00023183007,0.019493349],"category_scores_gemma":[0.000027832213,0.00046108995,0.0002860534,0.00052027754,0.00013775482,0.00012355226,0.000063930434,0.00016284465,0.00002822499],"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":[0.0014153363,0.0016173882,0.00061485264,0.0054294807,0.0013304019,0.0000041796175,0.046835966,0.0004313048,0.6552123,0.00200712,0.027411804,0.2576899],"study_design_scores_gemma":[0.020355036,0.0025972512,0.008284795,0.0020572203,0.0093121175,0.000002975741,0.16729683,0.03477329,0.68085784,0.0024069897,0.06805381,0.004001837],"about_ca_topic_score_codex":0.03047452,"about_ca_topic_score_gemma":0.047598545,"teacher_disagreement_score":0.5987293,"about_ca_system_score_codex":0.000047707057,"about_ca_system_score_gemma":0.0009629955,"threshold_uncertainty_score":0.9997841},"labels":[],"label_agreement":null},{"id":"W7056287569","doi":"","title":"Enhancing Open Government Data Quality: A Quantitative Evaluation Assessment for Cross- Jurisdictional Open Data Programs in Waterloo Region","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Open data; Open government; Data quality; Quality (philosophy); Metadata; Measure (data warehouse); Government (linguistics)","score_opus":0.15905064597852472,"score_gpt":0.41533991626561517,"score_spread":0.2562892702870905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056287569","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":[0.95861053,0.000085248794,0.00093963905,0.004635696,0.00066224777,0.01250036,0.004059172,0.000031867614,0.018475221],"genre_scores_gemma":[0.055617094,0.000049579132,0.019705124,0.000011910225,0.00011549139,0.00013596701,0.11674996,0.000065029686,0.80754983],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9964715,0.0002751732,0.00043163417,0.0012806002,0.0011795526,0.0003615208],"domain_scores_gemma":[0.99733716,0.00014217166,0.00046511224,0.0015760254,0.00038544662,0.000094098184],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031237965,0.00029139715,0.00053968024,0.0001505462,0.00026336763,0.0006707054,0.0045547383,0.00012832017,0.0066460753],"category_scores_gemma":[0.000020987141,0.00031740093,0.00008104425,0.00026314246,0.00007354792,0.00068167364,0.005119776,0.00034526756,0.000022798646],"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":[0.0030150837,0.0023581819,0.008454127,0.002426306,0.0016047743,0.00002969865,0.094848186,0.00005542649,0.004843978,0.014320151,0.035162456,0.8328816],"study_design_scores_gemma":[0.008556849,0.0010383049,0.024500145,0.0025660547,0.0010558267,6.967421e-7,0.8113375,0.0712691,0.0006982875,0.003908231,0.07371434,0.0013547016],"about_ca_topic_score_codex":0.24254625,"about_ca_topic_score_gemma":0.3231688,"teacher_disagreement_score":0.90299344,"about_ca_system_score_codex":0.00016976811,"about_ca_system_score_gemma":0.0010298684,"threshold_uncertainty_score":0.9999278},"labels":[],"label_agreement":null},{"id":"W7056298087","doi":"","title":"Direct Chill and Fusion Casting of Aluminum Alloys","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; University of Waterloo","keywords":"Casting; Fusible alloy; Liquation; Process (computing); Welding; Aluminium alloy","score_opus":0.009359976135784315,"score_gpt":0.20983696515096137,"score_spread":0.20047698901517705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056298087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514506,0.00008507962,0.000003529794,0.00013693575,0.00011718511,0.00023841954,0.000049891583,0.000009174229,0.047909193],"genre_scores_gemma":[0.5121658,0.000023885417,0.00030216714,8.727727e-7,0.00005398859,3.475104e-7,0.0003097738,0.000010965919,0.48713222],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991638,0.000041666604,0.00011287173,0.00021181736,0.00025398572,0.00021585067],"domain_scores_gemma":[0.9993162,0.00004246771,0.00022516857,0.00019085253,0.00013310031,0.00009220102],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013327933,0.0001540547,0.00031061826,0.00017059647,0.000111684065,0.000008155774,0.00017709633,0.00008545963,0.030928852],"category_scores_gemma":[0.0000038382805,0.00017279331,0.0000951858,0.00010207202,0.00006300309,0.000036322435,0.00012645763,0.0001462252,0.000012956817],"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":[0.00040400354,0.0005389185,0.0590985,0.0015812449,0.00049589295,0.000010468475,0.16481082,0.0000056905797,0.21833827,0.00096661656,0.009454237,0.5442953],"study_design_scores_gemma":[0.0033211408,0.0005481582,0.36904943,0.0011689524,0.0008155021,0.000001377327,0.561537,0.0006634217,0.03588283,0.000090910726,0.025662124,0.0012591298],"about_ca_topic_score_codex":0.1200964,"about_ca_topic_score_gemma":0.015905509,"teacher_disagreement_score":0.5430362,"about_ca_system_score_codex":0.0000052103087,"about_ca_system_score_gemma":0.000049415114,"threshold_uncertainty_score":0.969957},"labels":[],"label_agreement":null},{"id":"W7056321680","doi":"","title":"Distance, Gaze and the Intimacy Equilibrium Model in Audio/Video-Mediated and Face-to-Face Dyads","year":2023,"lang":"en","type":"preprint","venue":"UWSpace (University of Waterloo)","topic":"Thermal properties of materials","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":"University of Waterloo","funders":"University of Oxford; Government of Canada","keywords":"Interpersonal communication; Assertiveness; Gaze; Interpersonal relationship; Affect (linguistics); Interpersonal interaction; Social relation","score_opus":0.022046336876110326,"score_gpt":0.2129323915644242,"score_spread":0.19088605468831388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056321680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883725,0.00023228435,0.0002727018,0.00922983,0.0003792622,0.0009449169,0.00033206906,0.00017006097,0.00006635165],"genre_scores_gemma":[0.96261054,0.00029612644,0.0016071284,0.000080934384,0.000032207223,0.0000050536796,0.000028669076,0.00005043448,0.035288885],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977154,0.000302056,0.0002956678,0.0008107986,0.00036496975,0.00051106536],"domain_scores_gemma":[0.99856746,0.00016406736,0.00028369387,0.00071925967,0.00009133025,0.0001741632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011279737,0.00038373438,0.0008550338,0.00021191925,0.00014016172,0.00016236793,0.0010147566,0.00027703764,0.00012781731],"category_scores_gemma":[0.00014264563,0.0003265217,0.0000865595,0.000132665,0.0009151382,0.00034422718,0.004278917,0.00032881202,0.00021930278],"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":[0.0041425624,0.00009473642,0.00092882605,0.0015720589,0.00011809394,0.0000982397,0.204107,0.060964473,0.7238885,0.00049820397,0.003214125,0.00037314201],"study_design_scores_gemma":[0.04469556,0.0011177644,0.062107753,0.009947868,0.00158465,0.000062633866,0.28604454,0.4190535,0.13688964,0.025087237,0.0027208293,0.010688042],"about_ca_topic_score_codex":0.028009702,"about_ca_topic_score_gemma":0.004185335,"teacher_disagreement_score":0.5869989,"about_ca_system_score_codex":0.000105037245,"about_ca_system_score_gemma":0.00009043943,"threshold_uncertainty_score":0.9999187},"labels":[],"label_agreement":null},{"id":"W7056332952","doi":"","title":"An Evaluation of the Impact of Seasonal Land Cover Change on Evapotranspiration Estimates at the Catchment Scale in the Upper Gundar River Basin, Tamil Nadu, India","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Ontario Drive & Gear (Canada)","funders":"Mitacs; Université de Sherbrooke","keywords":"Evapotranspiration; Land cover; Water balance; Hydrology (agriculture); Water cycle; Energy balance; Drainage basin; Land use; Forcing (mathematics)","score_opus":0.017593297098896205,"score_gpt":0.2747919265252237,"score_spread":0.25719862942632754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056332952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567974,0.000055979246,8.511668e-7,0.0008644155,0.00007222775,0.0010955414,0.00034697694,0.000003077825,0.0018811671],"genre_scores_gemma":[0.985176,0.00001089605,0.000011623229,0.000008591016,0.000030473702,0.000007865248,0.00072406925,0.000009350577,0.014021097],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983422,0.00025740976,0.00012920935,0.00021681453,0.0008967616,0.00015756264],"domain_scores_gemma":[0.99910593,0.00006635211,0.00018955897,0.00036274685,0.00024564005,0.000029787527],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006111079,0.00016504548,0.00020344791,0.00012379226,0.0001464075,0.0000215246,0.00039683338,0.00007592971,0.011560978],"category_scores_gemma":[0.0000040448554,0.00009805974,0.0001976491,0.00023542163,0.00013286335,0.000052625113,0.00004843482,0.00020728256,0.000016468699],"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":[0.00087177154,0.0009789354,0.41430154,0.00051415054,0.00048534162,0.0000022317115,0.49543154,0.003128364,0.014853287,0.00027154703,0.0060572727,0.063103996],"study_design_scores_gemma":[0.0009324978,0.0003237499,0.9603473,0.00029205752,0.00034805477,1.5504764e-7,0.023969468,0.010249579,0.003075795,0.00014790038,0.00017033612,0.00014311733],"about_ca_topic_score_codex":0.14555043,"about_ca_topic_score_gemma":0.033901613,"teacher_disagreement_score":0.5460457,"about_ca_system_score_codex":0.0000700659,"about_ca_system_score_gemma":0.00022923728,"threshold_uncertainty_score":0.9893426},"labels":[],"label_agreement":null},{"id":"W7056345659","doi":"","title":"Encoding XQuery using &lt;em&gt;System F&lt;/em&gt;","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"XQuery; XML validation; XML database; XML Schema Editor; Streaming XML; Efficient XML Interchange; XML Encryption","score_opus":0.01169754786908526,"score_gpt":0.2168425691733261,"score_spread":0.20514502130424084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056345659","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":[0.94272524,0.00006439151,0.00010727551,0.00012334443,0.00036012867,0.00053843955,0.000102826874,0.00006288663,0.055915453],"genre_scores_gemma":[0.3571475,0.0000073404694,0.001028064,0.0000027948254,0.00018556044,0.0000012410887,0.00084869156,0.00003771404,0.6407411],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9977675,0.000112482536,0.00026819436,0.00056986324,0.0007414505,0.0005405027],"domain_scores_gemma":[0.99858326,0.000053636566,0.0004273586,0.0004943957,0.00028165226,0.00015972878],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025360365,0.00038951065,0.00058838015,0.0005252168,0.00043142686,0.000092896604,0.00058249966,0.00023087602,0.019412855],"category_scores_gemma":[0.0000038662215,0.00047443568,0.00033172482,0.00034150723,0.00006205244,0.00009418806,0.00018230737,0.00035789434,0.00011488317],"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":[0.0008131408,0.0010255614,0.007091325,0.004246428,0.0013843384,0.000417166,0.1538224,0.00047394566,0.48792946,0.008806868,0.0634845,0.27050486],"study_design_scores_gemma":[0.004074922,0.00033282803,0.01666182,0.0022942724,0.0010039099,0.000004497442,0.9064555,0.013048299,0.011291004,0.00012286149,0.042356227,0.0023538638],"about_ca_topic_score_codex":0.061317157,"about_ca_topic_score_gemma":0.03832362,"teacher_disagreement_score":0.7526331,"about_ca_system_score_codex":0.00008372278,"about_ca_system_score_gemma":0.00024131047,"threshold_uncertainty_score":0.99977076},"labels":[],"label_agreement":null},{"id":"W7056389450","doi":"","title":"Energy Management Strategies for Residential Distribution System Using Smart Meter Data","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Smart meter; Smart grid; Distribution transformer; Distribution management system; Energy management; Photovoltaic system; Metre; Electric power system; Transformer; Load management","score_opus":0.023644118703319266,"score_gpt":0.22279631283430731,"score_spread":0.19915219413098806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056389450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989868,0.000063028994,0.008095447,0.000008138829,0.00086585997,0.00017202436,0.0006430274,0.0002085305,0.000075934186],"genre_scores_gemma":[0.94164824,0.00013807352,0.002750977,0.0000012607277,0.00011920261,0.0000019227482,0.01785325,0.00008022179,0.03740685],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992341,0.00001561153,0.00011732891,0.0002177468,0.00016849024,0.000246718],"domain_scores_gemma":[0.99945134,0.000012592039,0.00007563919,0.00035958632,0.000052873773,0.00004794614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010673234,0.00016302217,0.00023481107,0.000115813615,0.00012027059,0.000054721226,0.00038142354,0.00015046312,0.000004364971],"category_scores_gemma":[0.0000011324587,0.0002031098,0.00007712369,0.00014516569,0.000015501011,0.000410753,0.0000898642,0.00006201897,0.000005476707],"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":[0.0036509507,0.0008695471,0.0031787183,0.105404936,0.021659043,0.0013206674,0.16352837,0.16632463,0.122890875,0.11730447,0.24882184,0.04504596],"study_design_scores_gemma":[0.0008856311,0.000050012295,0.0025929026,0.00066647376,0.0012091661,0.0000026595371,0.30559775,0.68438494,0.0023575656,0.00015211257,0.0013904666,0.0007103041],"about_ca_topic_score_codex":0.012561403,"about_ca_topic_score_gemma":0.024786571,"teacher_disagreement_score":0.5180603,"about_ca_system_score_codex":0.00014104626,"about_ca_system_score_gemma":0.000020597028,"threshold_uncertainty_score":0.994014},"labels":[],"label_agreement":null},{"id":"W7056418737","doi":"","title":"Facilitating Recreation","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Recreation; Elite; Population; Work (physics); Architecture; Population growth; Built environment","score_opus":0.011020171901238156,"score_gpt":0.2278526642062438,"score_spread":0.21683249230500565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056418737","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":[0.9052724,0.000012169743,0.000035081637,0.00021368383,0.00011594885,0.00025174924,0.00004941238,0.000018258464,0.094031245],"genre_scores_gemma":[0.021560205,0.000006759843,0.0024052034,0.00000151678,0.000063137355,6.874346e-7,0.0011313091,0.000009625348,0.97482157],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991701,0.000041017112,0.00009761114,0.0002441582,0.00026622947,0.0001808464],"domain_scores_gemma":[0.99926126,0.000042406213,0.00016191087,0.00022278946,0.00024853714,0.00006309564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011039947,0.00013547445,0.00020275857,0.00015956706,0.00015772355,0.000016707701,0.00023132667,0.000081984086,0.17530987],"category_scores_gemma":[0.000007321953,0.00016277182,0.00010860406,0.0001284169,0.000053009004,0.00003169353,0.00004984095,0.00014265504,0.00025171542],"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":[0.00023483303,0.00014607846,0.0019332292,0.00036937636,0.00021612551,0.000005488258,0.18650267,0.0000022504848,0.017820837,0.0010046052,0.04849546,0.7432691],"study_design_scores_gemma":[0.0008797063,0.00024076988,0.0062861233,0.0002586061,0.00012812321,9.220817e-8,0.94545656,0.0006054882,0.005172883,0.0003122265,0.040252056,0.0004073881],"about_ca_topic_score_codex":0.10060038,"about_ca_topic_score_gemma":0.022840027,"teacher_disagreement_score":0.88371223,"about_ca_system_score_codex":0.000009202465,"about_ca_system_score_gemma":0.000086899505,"threshold_uncertainty_score":0.9949906},"labels":[],"label_agreement":null},{"id":"W7056467095","doi":"","title":"German Heritage Language Attitudes in Ontario: A Case Study about the German Language in German-Canadian Families","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"German; Heritage language; Field (mathematics); Discourse analysis; Order (exchange); First language; Structuring; Applied linguistics","score_opus":0.01188100935836896,"score_gpt":0.265609468296703,"score_spread":0.25372845893833407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056467095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921392,0.000038946408,6.7652e-8,0.00022313128,0.00009966108,0.0010455125,0.00006596137,0.000021969016,0.006365508],"genre_scores_gemma":[0.6434553,0.0000044014487,0.000009667291,0.000005898097,0.000016940146,0.0000061332585,0.00027920507,0.000017642487,0.3562048],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984589,0.00014171388,0.00020342683,0.0003979214,0.00032921744,0.0004687983],"domain_scores_gemma":[0.9991341,0.00006578271,0.00012210086,0.0004913591,0.000056850004,0.00012980217],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002928866,0.00026723908,0.0003886083,0.0007155592,0.00019973403,0.00005836413,0.0005208119,0.000109049615,0.0204232],"category_scores_gemma":[0.0000033595786,0.00026903648,0.000119786455,0.00037991384,0.000066872395,0.00005825855,0.00014053562,0.00064056524,0.00011562375],"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":[0.000043445936,0.0002450651,0.0840296,0.0001056487,0.00009719631,0.0068182102,0.8964544,0.000004162677,0.0004696816,0.00005101978,0.0007762292,0.010905322],"study_design_scores_gemma":[0.00071484805,0.00005728498,0.3208522,0.00009164003,0.000035693025,0.0000023125906,0.6774059,0.000038822694,0.00002017983,0.000005170026,0.00056667835,0.00020925768],"about_ca_topic_score_codex":0.9992068,"about_ca_topic_score_gemma":0.9999639,"teacher_disagreement_score":0.3498393,"about_ca_system_score_codex":0.000112135625,"about_ca_system_score_gemma":0.00039033883,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W7056564718","doi":"","title":"Essays on International Venture Capital","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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); Venture capital; Investment (military); Capital (architecture); Gloom","score_opus":0.007973209972314061,"score_gpt":0.22680019054558415,"score_spread":0.21882698057327007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056564718","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":[0.65893525,0.000006612497,0.0000013557108,0.00148061,0.00043820697,0.00015202558,0.0001362148,0.000009344329,0.3388404],"genre_scores_gemma":[0.18344642,0.00000818727,0.0000386978,0.000002545526,0.0001005677,8.050882e-7,0.0015393608,0.000008885672,0.8148545],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991369,0.000019271436,0.00006825295,0.00024686893,0.0003681567,0.00016053893],"domain_scores_gemma":[0.999245,0.000015951624,0.00020023074,0.00032839805,0.00014405792,0.00006639249],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057694564,0.00014884544,0.00019158555,0.00016248826,0.00018673901,0.00004138437,0.00062893436,0.000094909075,0.1803636],"category_scores_gemma":[0.0000036557192,0.00017001934,0.00014766518,0.000028875525,0.000048991573,0.000034408513,0.00006822331,0.00025590952,0.0002119212],"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":[0.0007879135,0.00074982893,0.009129411,0.00025988815,0.0008492588,0.00010006593,0.06613106,0.0000102143795,0.002253652,0.029931877,0.16047631,0.7293205],"study_design_scores_gemma":[0.0049877353,0.00068547984,0.0892206,0.0009861575,0.0003536785,7.421388e-7,0.6742462,0.0007859159,0.005030658,0.002139464,0.2201052,0.0014581878],"about_ca_topic_score_codex":0.05871416,"about_ca_topic_score_gemma":0.024538368,"teacher_disagreement_score":0.7278623,"about_ca_system_score_codex":0.000017127404,"about_ca_system_score_gemma":0.00007777491,"threshold_uncertainty_score":0.9932613},"labels":[],"label_agreement":null},{"id":"W7056577187","doi":"","title":"Fatigue Testing and Analysis of Aluminum and Steel Partial Joint Penetration (PJP) Welds for Bridge Applications","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Welding; Fillet weld; Penetration (warfare); Expansion joint; Service life; Fatigue limit","score_opus":0.030676534073083916,"score_gpt":0.2299340771681886,"score_spread":0.19925754309510468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056577187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981956,0.000050643597,0.0011873405,0.000022864182,0.00004021764,0.00027230245,0.00014922605,0.00005703567,0.00002480538],"genre_scores_gemma":[0.99455845,0.00008098262,0.0020371827,9.826812e-7,0.000016371312,0.0000040792493,0.00061364897,0.00001912448,0.002669155],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999481,0.000008436252,0.00012962328,0.00017314102,0.0000866986,0.00012105984],"domain_scores_gemma":[0.9995697,0.000053372343,0.00010604084,0.00012080322,0.00010156767,0.000048516435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007827575,0.00011440461,0.0002938102,0.00026033472,0.000088456756,0.000016076005,0.000065340035,0.00012619125,0.0000036740241],"category_scores_gemma":[0.000010920478,0.00014386773,0.000067047724,0.00039303253,0.000032999844,0.000099196,0.000016584854,0.00006495624,5.4466517e-7],"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":[0.00026281763,0.0002872304,0.12134113,0.008191303,0.0069136955,0.000016725748,0.15056844,0.07924077,0.54528785,0.0013496424,0.0010081242,0.085532285],"study_design_scores_gemma":[0.0003862879,0.00007659093,0.49067503,0.00006601524,0.0016247135,3.9400842e-7,0.014206502,0.48763886,0.004985484,0.000060343802,0.000024611296,0.0002551629],"about_ca_topic_score_codex":0.004267299,"about_ca_topic_score_gemma":0.01936298,"teacher_disagreement_score":0.54030234,"about_ca_system_score_codex":0.00002092511,"about_ca_system_score_gemma":0.000014596307,"threshold_uncertainty_score":0.9985311},"labels":[],"label_agreement":null},{"id":"W7056612628","doi":"","title":"Fair Compression of Machine Learning Vision Systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Pruning; Variety (cybernetics); Artificial neural network; Deep learning; Image (mathematics); Limit (mathematics)","score_opus":0.00938615057923487,"score_gpt":0.22944590000537188,"score_spread":0.220059749426137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056612628","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":[0.9874947,0.00007299629,0.000024102756,0.00015739558,0.00025735697,0.00038276103,0.0000690197,0.000041257255,0.011500412],"genre_scores_gemma":[0.2951843,0.000029842215,0.00005649281,2.5778178e-7,0.00002443121,5.599299e-7,0.001196591,0.000016523556,0.703491],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99883723,0.000098630255,0.00016405364,0.00026181198,0.00044260873,0.00019569007],"domain_scores_gemma":[0.99908304,0.00006707594,0.00033515136,0.00023597732,0.00020714659,0.00007160986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015666752,0.00016813498,0.00038864845,0.00030092592,0.00014888053,0.000016642687,0.00032205562,0.00010705843,0.017019497],"category_scores_gemma":[0.000004276849,0.00018072755,0.00014776307,0.00021150561,0.000044763587,0.000029427942,0.00014924601,0.0003034998,0.00008343593],"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":[0.0017165991,0.0011362426,0.039097432,0.008108667,0.0011849238,0.00008175112,0.17793038,0.002571159,0.2834071,0.0030818565,0.0643274,0.4173565],"study_design_scores_gemma":[0.003563284,0.0009881423,0.039144542,0.003363133,0.00036896145,3.8641784e-7,0.8659827,0.046820264,0.007189943,0.000085978376,0.03150812,0.0009845605],"about_ca_topic_score_codex":0.22766463,"about_ca_topic_score_gemma":0.008462095,"teacher_disagreement_score":0.6923104,"about_ca_system_score_codex":0.000008360675,"about_ca_system_score_gemma":0.00005847778,"threshold_uncertainty_score":0.9838791},"labels":[],"label_agreement":null},{"id":"W7056618569","doi":"","title":"Globalization, Multiculturalism and the Evolution of Suburban Toronto, Richmond Hill Iranian Community","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Multiculturalism; Context (archaeology); Realm; Interpretation (philosophy); Ethnic group; Architecture; Identity (music); Placemaking; Globalization","score_opus":0.008538729062833142,"score_gpt":0.21982099308754094,"score_spread":0.2112822640247078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056618569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97930527,0.00028705283,0.000011190608,0.0005089941,0.00008539997,0.0004895896,0.0000956685,0.000010564333,0.019206254],"genre_scores_gemma":[0.7596213,0.000028577273,0.00009433718,0.0000022941338,0.000022660406,7.693616e-7,0.00064834877,0.000006792262,0.23957492],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99888694,0.00035486164,0.00014902739,0.00014414202,0.00032061792,0.00014438339],"domain_scores_gemma":[0.99869937,0.00006454275,0.00027836658,0.0003155735,0.0005660639,0.0000761119],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042817552,0.00015211928,0.0003046464,0.000049968294,0.00025782306,0.000018290066,0.00035468518,0.00009285704,0.0060772584],"category_scores_gemma":[0.000016215987,0.00012655114,0.00009336927,0.00011702906,0.00021332946,0.0000639012,0.00011851995,0.00019665046,0.0000042648485],"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":[0.0014356985,0.00056735513,0.012128087,0.0008670396,0.00065508514,0.0000024830042,0.8667709,0.000027488233,0.0061643845,0.021673836,0.046993323,0.042714313],"study_design_scores_gemma":[0.003200429,0.00009664231,0.039514724,0.00011783882,0.0002426199,2.345107e-7,0.9518549,0.00096364046,0.00015168688,0.00060447125,0.003030426,0.00022242496],"about_ca_topic_score_codex":0.82146394,"about_ca_topic_score_gemma":0.37732425,"teacher_disagreement_score":0.44413966,"about_ca_system_score_codex":0.000058014324,"about_ca_system_score_gemma":0.00008995232,"threshold_uncertainty_score":0.9948313},"labels":[],"label_agreement":null},{"id":"W7056749558","doi":"","title":"Fish Consumption and Mercury Exposures Among Sub-populations in Canada through Targeted Biomonitoring: Results from Dene/Métis Communities of the Northwest Territories and a Maternal-Infant Cohort Study","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermal properties of materials","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; Health Canada; University of Waterloo","keywords":"Biomonitoring; Mercury (programming language); MERCURY EXPOSURE; Fish consumption; Fish <Actinopterygii>; Diversity of fish; Methylmercury; Environmental epidemiology; Fish products","score_opus":0.023378867077442873,"score_gpt":0.2222270337708617,"score_spread":0.19884816669341882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056749558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948354,0.00007248648,6.0664526e-8,0.00007789344,0.0013093208,0.00065873977,0.003011362,0.000032473203,0.0000022646586],"genre_scores_gemma":[0.9979167,0.00016650472,0.00007718073,0.0000024631754,0.000026930393,0.0000038969515,0.00070240337,0.000024675242,0.0010792295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983809,0.00032847837,0.0003725078,0.00029911764,0.00039244018,0.0002265818],"domain_scores_gemma":[0.99878114,0.00011122216,0.0005145869,0.00042174262,0.00012562981,0.000045655717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029106505,0.00024264322,0.0005353203,0.000096773765,0.00030964246,0.00006428345,0.00043457604,0.00013256309,0.000041702235],"category_scores_gemma":[0.0000344556,0.0002216379,0.000036646412,0.000084371924,0.00026659446,0.00035365534,0.00027232166,0.00013764873,0.0000015027443],"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":[0.00034455367,0.000027650403,0.8684205,0.00014473226,0.000059203045,0.000015506905,0.09118622,0.00004607181,0.039688673,0.0000013359188,0.000040180377,0.000025413985],"study_design_scores_gemma":[0.0005402076,0.00003993002,0.8021146,0.0003658021,0.000106981475,6.0261397e-7,0.16199829,0.0000069131847,0.034634084,0.0000098831415,0.0000066259868,0.00017606972],"about_ca_topic_score_codex":0.99956876,"about_ca_topic_score_gemma":0.9997755,"teacher_disagreement_score":0.07081208,"about_ca_system_score_codex":0.00015167505,"about_ca_system_score_gemma":0.00014418655,"threshold_uncertainty_score":0.9038131},"labels":[],"label_agreement":null},{"id":"W7056768919","doi":"","title":"Guided-Wave Superconducting Quantum Optoelectronic Devices","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"University of Ottawa","keywords":"Transmission (telecommunications); Phase (matter); Noise (video); Quality (philosophy); Field (mathematics)","score_opus":0.020230827707290223,"score_gpt":0.22885959232496247,"score_spread":0.20862876461767224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056768919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608135,0.00020984205,0.000019099762,0.0002230049,0.00085711264,0.00022735207,0.00002710379,0.00013720828,0.0022179538],"genre_scores_gemma":[0.8134032,0.000060052553,0.0016715891,0.000028132472,0.00011165313,6.3632484e-7,0.00036800237,0.00003721426,0.18431951],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99822706,0.00007857033,0.00024419534,0.00053759106,0.00040747336,0.0005051215],"domain_scores_gemma":[0.99868935,0.00006139125,0.0003904125,0.00041329698,0.00030232375,0.00014323226],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003274947,0.00030800217,0.00049515144,0.00032888804,0.00038257914,0.00006118923,0.00051029277,0.00043222535,0.0032180527],"category_scores_gemma":[0.000050155322,0.00034697176,0.00016384099,0.00028272346,0.00009549435,0.00048174095,0.000062221276,0.0004646214,0.00036540846],"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":[0.000070943024,0.000056580575,0.000091457216,0.00017431054,0.00003432271,0.000023836572,0.042288408,0.000011986562,0.95443696,0.0013730397,0.000786847,0.0006513001],"study_design_scores_gemma":[0.0028280492,0.0006492226,0.0062449574,0.00051529886,0.000666843,0.000048842794,0.31063873,0.0022267918,0.6590521,0.0032347643,0.011187318,0.002707143],"about_ca_topic_score_codex":0.02421354,"about_ca_topic_score_gemma":0.049161818,"teacher_disagreement_score":0.2953849,"about_ca_system_score_codex":0.000111691355,"about_ca_system_score_gemma":0.00028830333,"threshold_uncertainty_score":0.99989825},"labels":[],"label_agreement":null},{"id":"W7056797739","doi":"","title":"Investigation of an Inhomogeneous Mixing Model for Conditional Moment Closure Applied to Autoignition","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mixing (physics); Work (physics); Closure (psychology); Noise (video); Flow (mathematics)","score_opus":0.014792819418879232,"score_gpt":0.2250304283678091,"score_spread":0.21023760894892987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056797739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945721,0.0000018241651,0.0019011768,0.0003273331,0.00005200904,0.00096625555,0.0005386083,0.000014185195,0.0016264926],"genre_scores_gemma":[0.79151803,0.0000011936769,0.0120129725,0.0000126511295,0.000070104514,0.000018831215,0.015850471,0.000023814737,0.18049192],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990382,0.000019955887,0.0001534761,0.00028373036,0.00032912195,0.00017548347],"domain_scores_gemma":[0.99907994,0.000023435001,0.000227736,0.00020085258,0.0003446192,0.000123423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013177152,0.00015751633,0.0002528112,0.00026140595,0.00014092425,0.000014224337,0.00021966934,0.00013700056,0.0051220213],"category_scores_gemma":[0.0000020491673,0.00019946971,0.00010282522,0.00010449392,0.000050080656,0.000037905153,0.00004047934,0.00015756706,0.000007658443],"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":[0.00073787454,0.00024622187,0.00036856355,0.00070507324,0.00021994408,0.0000018321003,0.08274511,0.0021326656,0.8457885,0.010572242,0.005849636,0.050632372],"study_design_scores_gemma":[0.00856738,0.0016215018,0.016059877,0.00049867976,0.0009702524,8.3433457e-7,0.29925355,0.193138,0.4514555,0.022667171,0.0036003534,0.0021668775],"about_ca_topic_score_codex":0.0065387446,"about_ca_topic_score_gemma":0.009549237,"teacher_disagreement_score":0.39433295,"about_ca_system_score_codex":0.000014015713,"about_ca_system_score_gemma":0.00018375761,"threshold_uncertainty_score":0.99578744},"labels":[],"label_agreement":null},{"id":"W7056801690","doi":"","title":"A geometric investigation of non-regular separation applied to the bi-Helmholtz equation &amp; its connection to symmetry operators","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Cartesian coordinate system; Separation of variables; Coordinate system; Homogeneous space; Polar coordinate system; Ellipsoidal coordinates; Connection (principal bundle); Spherical coordinate system","score_opus":0.015693080557244662,"score_gpt":0.2300228276719772,"score_spread":0.21432974711473254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056801690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976046,0.0000213088,0.00064553454,0.00024689315,0.00037493333,0.0006528933,0.000034392146,0.000023892631,0.00039551526],"genre_scores_gemma":[0.96318334,0.0000039887805,0.00046425255,0.000014124654,0.00008575212,0.0000072474386,0.0008080731,0.000018129831,0.035415087],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990107,0.000030071646,0.00018736327,0.00029478938,0.0002995751,0.00017753852],"domain_scores_gemma":[0.9992742,0.000027708893,0.00018557318,0.00020985251,0.00021285145,0.00008983387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024437957,0.00019001777,0.00025577488,0.00065142446,0.00017420387,0.00003953042,0.00021549879,0.000105497595,0.00014594123],"category_scores_gemma":[0.000006314279,0.00018603585,0.00008629031,0.0015035373,0.00001905032,0.00018866494,0.000045499433,0.00015018185,0.00055192754],"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":[0.00059829024,0.00010208247,0.01144115,0.00084342127,0.00064421614,0.0000011799017,0.3665889,0.00819483,0.582374,0.0022189247,0.008520016,0.018473012],"study_design_scores_gemma":[0.0009290709,0.00023635442,0.09293753,0.000511002,0.00046072548,3.186946e-7,0.07687659,0.0050670626,0.81845045,0.00030129403,0.003350124,0.00087946374],"about_ca_topic_score_codex":0.0033501757,"about_ca_topic_score_gemma":0.0022995824,"teacher_disagreement_score":0.28971228,"about_ca_system_score_codex":0.000056502988,"about_ca_system_score_gemma":0.0000983631,"threshold_uncertainty_score":0.7586322},"labels":[],"label_agreement":null},{"id":"W7056825271","doi":"","title":"Growing pains: Overcoming barriers to nature-based coastal adaptation projects through collaboration","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Conceptualization; Adaptation (eye); Novelty; Boundary (topology); Jurisdiction; Citizen journalism; Grey literature","score_opus":0.011912173846962441,"score_gpt":0.24111928026735258,"score_spread":0.22920710642039013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056825271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99220663,0.000009673726,0.00020550693,0.0018760442,0.00037328622,0.00101625,0.00016118618,0.0000686187,0.004082821],"genre_scores_gemma":[0.54984856,0.0000052831606,0.003069707,0.000071570896,0.00011826273,0.000011432751,0.003931565,0.000056051875,0.44288754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984568,0.00009890356,0.00015546038,0.00042245202,0.0005610434,0.00030538815],"domain_scores_gemma":[0.99891067,0.00008237726,0.0001990463,0.0002560105,0.00039450024,0.0001573869],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001985248,0.0002338337,0.00029819776,0.00034433324,0.00033049905,0.00006431967,0.00028223408,0.00019958799,0.0077097416],"category_scores_gemma":[0.000045571516,0.00029300197,0.0001299441,0.00069670845,0.000032932676,0.00014953349,0.000070868766,0.00035297647,0.000056127406],"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":[0.0020712784,0.0002986983,0.0045533846,0.0016382303,0.00066948286,0.000085397114,0.7284121,0.003435773,0.099899955,0.004861436,0.061464366,0.092609905],"study_design_scores_gemma":[0.0011346982,0.00020644518,0.0016950958,0.00037240054,0.00010369723,3.880388e-8,0.9770389,0.0039868793,0.0090890415,0.00008022102,0.005881767,0.00041081474],"about_ca_topic_score_codex":0.09051673,"about_ca_topic_score_gemma":0.11737802,"teacher_disagreement_score":0.44235802,"about_ca_system_score_codex":0.00003691328,"about_ca_system_score_gemma":0.00072521035,"threshold_uncertainty_score":0.9999522},"labels":[],"label_agreement":null},{"id":"W7056906672","doi":"","title":"Home Away Home: Student housing as a catalyst for student and community well-being in Cambridge","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Flexibility (engineering); Context (archaeology); Architecture; Residence; Product (mathematics); Face (sociological concept); Real estate; Urban design","score_opus":0.009667968551985172,"score_gpt":0.22907945294997328,"score_spread":0.2194114843979881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056906672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99886024,0.00008157217,0.000008888482,0.000031671767,0.00032458798,0.00039616541,0.00003252415,0.0001384248,0.00012591864],"genre_scores_gemma":[0.98680764,0.00024061446,0.00010238474,0.000003825383,0.000019801277,0.0000023334933,0.00035795776,0.000056474724,0.012408938],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99906653,0.0000543564,0.00016266965,0.00020422688,0.00020166134,0.0003105386],"domain_scores_gemma":[0.99942386,0.000078118086,0.00008068524,0.00026717826,0.00006376392,0.00008640722],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002657468,0.00023874518,0.00044150185,0.0003273145,0.00026583034,0.000051730585,0.0003283347,0.0001680347,0.0000040160166],"category_scores_gemma":[0.000004917253,0.0003025222,0.00009024642,0.00025386087,0.000038268754,0.00017627062,0.00011245951,0.00042088632,0.000012613672],"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":[0.0003111557,0.0006389917,0.122463346,0.004197842,0.00090592133,0.00029410466,0.8411688,0.009948452,0.015788153,0.0002683347,0.0006827032,0.0033321765],"study_design_scores_gemma":[0.001848135,0.00019248301,0.453275,0.00048924633,0.00024303255,0.0000025094957,0.5358055,0.0063568535,0.0009979567,0.00007207374,0.00005757784,0.0006595957],"about_ca_topic_score_codex":0.03013232,"about_ca_topic_score_gemma":0.14162475,"teacher_disagreement_score":0.33081165,"about_ca_system_score_codex":0.00019348736,"about_ca_system_score_gemma":0.000026195057,"threshold_uncertainty_score":0.99994266},"labels":[],"label_agreement":null},{"id":"W7056966614","doi":"","title":"High-Q Millimeter Wave RF Filters and Multiplexers","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Multiplexer; Wireless; Bandwidth (computing); Extremely high frequency; Filter (signal processing); Radio frequency; Transmission (telecommunications); Data transmission; Communications system","score_opus":0.009805931088656527,"score_gpt":0.2013215470121365,"score_spread":0.19151561592348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056966614","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":[0.9931473,0.000056789424,0.000007586142,0.0007226783,0.00016901201,0.00026545333,0.0000998136,0.000012738112,0.0055186013],"genre_scores_gemma":[0.131257,0.00004972176,0.0017071406,0.000007999309,0.000042460208,9.274353e-7,0.0012300035,0.000017158703,0.8656876],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989755,0.00004228082,0.00010436555,0.00036322363,0.00027092185,0.00024366386],"domain_scores_gemma":[0.9992912,0.000046866913,0.0001287994,0.00026619693,0.0001519487,0.000114982526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006608039,0.00020114347,0.00033174525,0.00017970838,0.0001345895,0.000033010703,0.00017117671,0.00010574534,0.07771949],"category_scores_gemma":[0.0000032172507,0.00023517606,0.00013700957,0.00011903609,0.000076145756,0.000033294422,0.00012038855,0.0002153207,0.000026436766],"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":[0.0006733534,0.0005541729,0.005233207,0.0012990064,0.0015186648,0.00022110283,0.1611468,0.000019094976,0.1621041,0.0012001038,0.06592036,0.60011005],"study_design_scores_gemma":[0.0041881753,0.00041724075,0.039681014,0.000551148,0.000547555,0.0000011185072,0.9078129,0.00085392385,0.023191867,0.00014179682,0.021390289,0.0012229999],"about_ca_topic_score_codex":0.124467425,"about_ca_topic_score_gemma":0.018551856,"teacher_disagreement_score":0.8618903,"about_ca_system_score_codex":0.000008744349,"about_ca_system_score_gemma":0.000074095115,"threshold_uncertainty_score":0.999357},"labels":[],"label_agreement":null},{"id":"W7057014424","doi":"","title":"The Impact of Spatial Decision Variables Influencing Crop Rotation on Phosphorus Load Reduction: A Hydrologic Modeling Approach","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Topsoil; Surface runoff; Crop rotation; Cropping; Agriculture; Water quality; Conservation agriculture; Soil fertility; Nutrient","score_opus":0.011824205920109576,"score_gpt":0.20385999400964683,"score_spread":0.19203578808953725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057014424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908557,0.00016675405,0.007384348,0.000033061126,0.00012522272,0.0003649643,0.000027308619,0.00010279288,0.000939831],"genre_scores_gemma":[0.99407524,0.00027219803,0.0026005406,0.0000017359445,0.0000445209,0.0000028838556,0.00022515256,0.00003066227,0.0027470659],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903506,0.000030947824,0.00019390401,0.00026283774,0.0002905959,0.00018662741],"domain_scores_gemma":[0.9992548,0.000046982554,0.00016395109,0.00028989202,0.00017528531,0.00006906878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013180282,0.00022522119,0.0003018011,0.0001047454,0.000241524,0.000027329435,0.00031444718,0.00023141583,0.000021583097],"category_scores_gemma":[0.000018686182,0.00019694546,0.00019325392,0.00025997002,0.00003899308,0.00013257512,0.00002358958,0.00027925582,0.000014639841],"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":[0.0003893181,0.000039187256,0.000016306176,0.000094113086,0.00014991593,0.0000017707955,0.020865196,0.9596535,0.01438132,0.00012591339,0.0004676945,0.0038157934],"study_design_scores_gemma":[0.00043232483,0.00015302055,0.00024652385,0.00013172046,0.00011747101,0.0000016255811,0.016934905,0.9775409,0.003650562,0.00051063066,0.000043695814,0.00023663175],"about_ca_topic_score_codex":0.024715342,"about_ca_topic_score_gemma":0.0006324651,"teacher_disagreement_score":0.024082877,"about_ca_system_score_codex":0.00023074853,"about_ca_system_score_gemma":0.00011498666,"threshold_uncertainty_score":0.98177916},"labels":[],"label_agreement":null},{"id":"W7057034500","doi":"","title":"Impacts Of Seismic Line Restoration Techniques On Nutrient Biogeochemical Processes In A Boreal Fen","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Peat; Boreal; Biogeochemical cycle; Nutrient; Mineralization (soil science); Ecosystem; Nutrient cycle; Disturbance (geology)","score_opus":0.008915913962919717,"score_gpt":0.21999339483299898,"score_spread":0.21107748087007927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057034500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99919087,0.0000343378,0.0000063776333,0.00008314009,0.000039870774,0.00016284072,0.000066161025,0.000014733602,0.0004016818],"genre_scores_gemma":[0.99340075,0.000045472116,0.0002919657,0.000002521092,0.000032221615,0.0000012124482,0.0017161557,0.000008825613,0.0045008464],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993674,0.000019075538,0.00012990054,0.00018279895,0.00015690907,0.0001439241],"domain_scores_gemma":[0.9994531,0.000016892345,0.00020453648,0.00012651739,0.000159062,0.000039866653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006254335,0.00013621029,0.00025692102,0.00017844934,0.00003753571,0.000007794762,0.0001258249,0.00008757771,0.00005141367],"category_scores_gemma":[0.000005222425,0.00015292555,0.000057668498,0.00029587495,0.000027683305,0.0001241823,0.000021483895,0.00014602728,0.000003861208],"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":[0.0038832806,0.0020152554,0.41028762,0.0039101425,0.0004232199,0.00005083476,0.29767826,0.00009811452,0.25153232,0.00053999556,0.0020071252,0.027573824],"study_design_scores_gemma":[0.00044485845,0.0001198647,0.01604818,0.0007187819,0.0000320977,1.4559767e-7,0.017508758,0.00013375733,0.96441764,0.00017827471,0.00020070944,0.00019692031],"about_ca_topic_score_codex":0.018303812,"about_ca_topic_score_gemma":0.006756537,"teacher_disagreement_score":0.7128853,"about_ca_system_score_codex":0.00004232848,"about_ca_system_score_gemma":0.00019869897,"threshold_uncertainty_score":0.9882334},"labels":[],"label_agreement":null},{"id":"W7057038181","doi":"","title":"Graph Morphing via Orthogonal Box Drawings","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Morphing; Graph drawing; Planar graph; Vertex (graph theory); Graph; Pairwise comparison; Planar straight-line graph; Planar","score_opus":0.006365055522602268,"score_gpt":0.18128025329751052,"score_spread":0.17491519777490824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057038181","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":[0.9951613,0.00007916845,0.00016945819,0.0001179491,0.0005034095,0.00020231328,0.000018260473,0.0010886391,0.0026595355],"genre_scores_gemma":[0.2789393,0.00060242135,0.009531599,0.000016122287,0.00011050808,0.0000017327969,0.0008359058,0.00019271096,0.70976967],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99902534,0.000019017012,0.00013461974,0.00026061892,0.00026665535,0.00029376821],"domain_scores_gemma":[0.99942684,0.000036666315,0.00008330362,0.00029551657,0.00007740865,0.000080254664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009256773,0.00025890538,0.00036411366,0.00045087864,0.00009729877,0.000017137329,0.00034996847,0.0004249356,0.00046896067],"category_scores_gemma":[0.000008386005,0.00034797855,0.00019371102,0.00025923405,0.00004487994,0.00011955981,0.000040322844,0.00039620482,0.00009442146],"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":[0.00029317648,0.00012834238,0.0011183002,0.007430623,0.0011507004,0.0011104008,0.57648236,0.0027030318,0.24689117,0.0011995051,0.11669151,0.04480088],"study_design_scores_gemma":[0.004673143,0.001422451,0.0800496,0.0060598007,0.0027344103,0.00007899033,0.5901978,0.03194641,0.23123984,0.01833976,0.022363529,0.010894284],"about_ca_topic_score_codex":0.015171217,"about_ca_topic_score_gemma":0.027260678,"teacher_disagreement_score":0.7162219,"about_ca_system_score_codex":0.000042349206,"about_ca_system_score_gemma":0.000018972798,"threshold_uncertainty_score":0.99989724},"labels":[],"label_agreement":null},{"id":"W7057069747","doi":"","title":"Funktionen von Lachen in Gesprächen: eine konversationsanalytische Studie","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Laughter; Conversation; Conversation analysis; Context (archaeology); Everyday life; Social communication","score_opus":0.013113310238710756,"score_gpt":0.22277023878832472,"score_spread":0.20965692854961396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057069747","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":[0.96245515,0.00010583356,0.00001083691,0.0016939066,0.000098810895,0.0004587157,0.000051955885,0.000019439442,0.035105318],"genre_scores_gemma":[0.2060067,0.00009513003,0.0003275791,0.0000041348126,0.000051671712,0.0000021629335,0.0008795847,0.000015243373,0.7926178],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987142,0.00006994752,0.00017793776,0.0003567495,0.00040410217,0.00027705688],"domain_scores_gemma":[0.99916846,0.000044866672,0.00020215519,0.00030807027,0.00019199045,0.00008443716],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013555061,0.00021460859,0.0003934258,0.00045442928,0.00017374453,0.000013703462,0.00033909513,0.00012567137,0.058070607],"category_scores_gemma":[0.000005632065,0.00025990137,0.00015896886,0.00034900918,0.00006946871,0.000054185486,0.000100127836,0.00034106182,0.0001562669],"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":[0.0011146303,0.0021750836,0.182791,0.0009831061,0.0023698015,0.00022259148,0.3874432,0.00026949664,0.010442949,0.0023701526,0.18940437,0.22041363],"study_design_scores_gemma":[0.005089615,0.00032269213,0.32012248,0.0003806535,0.0005404865,7.143188e-7,0.6288052,0.0019003391,0.0015326508,0.00017832771,0.039954413,0.0011724008],"about_ca_topic_score_codex":0.15710194,"about_ca_topic_score_gemma":0.08182784,"teacher_disagreement_score":0.75751245,"about_ca_system_score_codex":0.000033094493,"about_ca_system_score_gemma":0.0001628604,"threshold_uncertainty_score":0.99998534},"labels":[],"label_agreement":null},{"id":"W7057099010","doi":"","title":"Improving Data Locality in Applications through Execution Delegation","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrostatic Discharge in Electronics","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":"Blackberry (Canada)","funders":"","keywords":"Locality; Delegation; Thread (computing); Disjoint sets; Execution model; Working set","score_opus":0.01404255798116321,"score_gpt":0.22299288889187724,"score_spread":0.20895033091071402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057099010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884533,0.00049672206,0.0082136355,0.00014680705,0.0003133051,0.00090114394,0.00025135823,0.00054298516,0.000680704],"genre_scores_gemma":[0.6804896,0.0046488736,0.018163234,0.000028228185,0.00026815117,0.00003870832,0.07616231,0.00050280563,0.21969806],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877477,0.000032168628,0.00019960487,0.00039803053,0.00024106714,0.00035434938],"domain_scores_gemma":[0.9990106,0.000043269927,0.00013776043,0.00068570883,0.00008342525,0.000039215527],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020176375,0.00021447647,0.0002988155,0.00021202766,0.00008880985,0.000020122676,0.0006320231,0.00027912782,0.000026534872],"category_scores_gemma":[0.00001643176,0.00030055922,0.000053007025,0.00053435384,0.00003663495,0.0005167082,0.000068336456,0.00040566715,0.00007392738],"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":[0.0005935583,0.0008208708,0.0013875607,0.017870255,0.0014747909,0.00014206335,0.45715493,0.06289388,0.15502815,0.016467642,0.032119393,0.2540469],"study_design_scores_gemma":[0.0031516545,0.00027002004,0.00695304,0.0012252384,0.0009628764,0.000007841962,0.32439378,0.61063236,0.026907882,0.012798903,0.009535535,0.0031608606],"about_ca_topic_score_codex":0.028849207,"about_ca_topic_score_gemma":0.19737501,"teacher_disagreement_score":0.5477385,"about_ca_system_score_codex":0.00029131558,"about_ca_system_score_gemma":0.00011191381,"threshold_uncertainty_score":0.9999446},"labels":[],"label_agreement":null},{"id":"W7057161893","doi":"","title":"Infrastructure Asset Management Readiness Assessment of Ontario Municipal Water Utilities","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Asset management; Asset (computer security); IT asset management; Water industry; Current asset; Risk management; Quality (philosophy)","score_opus":0.009050680648988414,"score_gpt":0.2284178050524606,"score_spread":0.21936712440347217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057161893","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":[0.8876279,0.0000057087714,0.000014721627,0.00037442724,0.00015405308,0.000465739,0.00009030035,0.0000141499495,0.111252986],"genre_scores_gemma":[0.2568764,0.000009779581,0.0013333117,0.0000042006204,0.000024776351,0.000002030827,0.0025854486,0.000015741696,0.7391483],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985415,0.0000550208,0.00021363686,0.0003611259,0.00052609935,0.0003026281],"domain_scores_gemma":[0.9990936,0.000016115957,0.00019944114,0.00040537224,0.00018243391,0.000103055536],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009950501,0.00026742712,0.0004971241,0.00022568442,0.00011429779,0.000023970051,0.0005586819,0.00011435263,0.12994553],"category_scores_gemma":[6.392178e-7,0.00025840616,0.00020030103,0.00011375217,0.00008048362,0.000046372814,0.00029477398,0.00037199378,0.000019389674],"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":[0.0011157525,0.00086760515,0.053126223,0.0058452403,0.0038649116,0.00015864185,0.7351081,0.00019975446,0.013221467,0.018396337,0.037744638,0.13035133],"study_design_scores_gemma":[0.0025415274,0.00041095715,0.17853326,0.00044678076,0.0007601739,3.641551e-7,0.67914927,0.0008428825,0.0052247588,0.00061990286,0.13064235,0.0008277495],"about_ca_topic_score_codex":0.46546635,"about_ca_topic_score_gemma":0.27360144,"teacher_disagreement_score":0.6307515,"about_ca_system_score_codex":0.00006483472,"about_ca_system_score_gemma":0.00024373762,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W7057194466","doi":"","title":"Holistic Vehicle Control Using Learning MPC","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Leverage (statistics); Model predictive control; Stability (learning theory); Vehicle dynamics; Controller (irrigation); Variety (cybernetics); Control (management); Adaptive control; Control system","score_opus":0.018826763505683842,"score_gpt":0.244958325864131,"score_spread":0.22613156235844714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057194466","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":[0.99223405,0.000014657503,0.00004910053,0.00021510494,0.00017326618,0.00027305173,0.000035522637,0.000043732118,0.006961524],"genre_scores_gemma":[0.3535583,0.000004780797,0.000081792205,0.0000016359835,0.00005155107,4.1275743e-7,0.00028341438,0.000018619743,0.6459995],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99895746,0.000070755996,0.00010598457,0.000269235,0.0003140878,0.00028245553],"domain_scores_gemma":[0.99931276,0.00006691488,0.00017748716,0.00018909706,0.00016619902,0.000087567954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012554656,0.00016446013,0.00029961008,0.00022841964,0.00024214156,0.000028826273,0.00026165188,0.00009183058,0.036561407],"category_scores_gemma":[0.000008487357,0.00020419485,0.00014556908,0.00020603048,0.000047790083,0.000027596217,0.00006530619,0.00033406614,0.00020824974],"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":[0.0014377437,0.00069248606,0.06327864,0.002100842,0.0019864275,0.00027287097,0.21461993,0.0037870486,0.22403905,0.0030578338,0.023146503,0.4615806],"study_design_scores_gemma":[0.004657287,0.00032178103,0.055600546,0.00058738573,0.00071806647,3.7828778e-7,0.8762316,0.05001958,0.0014387026,0.00025834568,0.009124822,0.0010414851],"about_ca_topic_score_codex":0.16167192,"about_ca_topic_score_gemma":0.010443073,"teacher_disagreement_score":0.6616117,"about_ca_system_score_codex":0.000015073214,"about_ca_system_score_gemma":0.0001174886,"threshold_uncertainty_score":0.9643193},"labels":[],"label_agreement":null},{"id":"W7057222401","doi":"","title":"Household Food Insecurity in Canada Before and During the COVID-19 Pandemic: Findings from the International Food Policy Study 2018-2020","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Food insecurity; Psychological intervention; Food security; Pandemic; Population; Food processing","score_opus":0.01698658876454041,"score_gpt":0.22682819017432634,"score_spread":0.20984160140978594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057222401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99170226,0.000027725124,2.3530326e-7,0.006063176,0.00012231349,0.00064442394,0.0010768642,0.000008665761,0.0003543308],"genre_scores_gemma":[0.9672576,0.00001801038,0.000003969496,0.00005637057,0.000060881797,0.0000057470584,0.00041343737,0.000011028453,0.032172922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986918,0.00011201308,0.00013495042,0.00031634068,0.00053192605,0.00021294817],"domain_scores_gemma":[0.9993181,0.00013029261,0.00014462524,0.0002767106,0.000036923022,0.00009334495],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018392356,0.0001689345,0.00020979125,0.00012277582,0.00040871763,0.000041777534,0.0008035793,0.000038799848,0.01133455],"category_scores_gemma":[0.000017486194,0.00014259922,0.000060269955,0.00021358192,0.000047791946,0.00003386749,0.00048110192,0.0004793048,8.3112775e-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":[0.0001307782,0.00009114939,0.888868,0.000032482643,0.00023094048,0.00001154938,0.10540442,0.000015793254,0.00010275965,0.00014145237,0.0032864404,0.0016842404],"study_design_scores_gemma":[0.0011309967,0.00011882477,0.5611033,0.0000122744395,0.000034750767,3.680521e-7,0.43233624,0.000031507465,0.000010804424,0.00011125066,0.004988973,0.00012070939],"about_ca_topic_score_codex":0.99650973,"about_ca_topic_score_gemma":0.9993498,"teacher_disagreement_score":0.3277647,"about_ca_system_score_codex":0.00025812627,"about_ca_system_score_gemma":0.0012031724,"threshold_uncertainty_score":0.98956925},"labels":[],"label_agreement":null},{"id":"W7057266502","doi":"","title":"Indigenous Guardian programs as a model for evaluating traditional land use in post-reclaimed sites","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Indigenous; Guardian; Traditional knowledge; Participatory action research; Stewardship (theology); Citizen journalism; Framing (construction); Land reclamation; Empirical research","score_opus":0.04354466800053254,"score_gpt":0.27068693331295257,"score_spread":0.22714226531242004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057266502","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":[0.996321,0.0000317048,0.0000179143,0.0004415462,0.00006391756,0.0013964211,0.00036146602,0.000021308877,0.0013447118],"genre_scores_gemma":[0.2951213,0.000006151658,0.0026131668,0.000007754897,0.000056308392,0.000025149253,0.011665805,0.000033186698,0.6904712],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987833,0.000039386214,0.00014024603,0.00035625524,0.00037444604,0.00030638266],"domain_scores_gemma":[0.99931365,0.00007705468,0.000109596214,0.0001665179,0.00024699586,0.000086163265],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001942248,0.00019207694,0.00027910894,0.00034772643,0.00014061772,0.00007594243,0.00022431642,0.0001181925,0.0060729394],"category_scores_gemma":[0.00000912124,0.00022164638,0.00019234914,0.00016854622,0.000035179764,0.00006659892,0.000043344637,0.00025035598,0.000036498375],"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":[0.0015118547,0.0011983146,0.0140623795,0.0017410296,0.0009070468,0.0000606596,0.5320961,0.000859923,0.021166207,0.0019263249,0.003879757,0.42059043],"study_design_scores_gemma":[0.0071428427,0.0023847425,0.024171105,0.001522426,0.0010702802,0.0000021193428,0.4788637,0.4722303,0.0011904743,0.007894457,0.0016366593,0.001890938],"about_ca_topic_score_codex":0.13204245,"about_ca_topic_score_gemma":0.20125258,"teacher_disagreement_score":0.7011997,"about_ca_system_score_codex":0.000029652949,"about_ca_system_score_gemma":0.0004933074,"threshold_uncertainty_score":0.9948356},"labels":[],"label_agreement":null},{"id":"W7057289625","doi":"","title":"Investigation of Brain Response in Canadian Armed Forces Volunteers Subjected to Recoil Force from Firing Long-Range Rifles Using Instrumented Mouthguards and Finite Element Head Model","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Head (geology); Kinematics; Finite element method; Rifle; Biomechanics; Recoil; Deformation (meteorology); Poison control; Projectile","score_opus":0.015024926385685424,"score_gpt":0.21314717136982023,"score_spread":0.1981222449841348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057289625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988494,0.00012724628,0.000104002,0.00018279659,0.00010736153,0.00026895964,0.0003036579,0.000046541772,0.000010019088],"genre_scores_gemma":[0.99550444,0.000028839857,0.0012860276,0.000010954301,0.00000767222,0.0000010240035,0.00036403092,0.00003407205,0.0027629433],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905366,0.00004289333,0.00019700722,0.0002504615,0.00015922684,0.00029675665],"domain_scores_gemma":[0.9994885,0.00004567874,0.000063141815,0.00015199995,0.00006696515,0.0001837485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017903169,0.00020650691,0.00030890395,0.0006917189,0.0000610525,0.00002678925,0.00013956758,0.0001942189,0.000009333403],"category_scores_gemma":[0.000028796998,0.0002697358,0.00005334355,0.0003610845,0.00003210142,0.00020437273,0.000028673003,0.00017310277,0.0000016954506],"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":[0.0012294912,0.000016106818,0.052672207,0.0011507008,0.00029186028,0.00006288516,0.3384625,0.3720218,0.23251317,0.000017437473,0.000100583464,0.0014612322],"study_design_scores_gemma":[0.0005421959,0.00006690905,0.04227246,0.0008764543,0.000088251945,4.0627353e-7,0.025783978,0.9225077,0.0074727987,0.00008943462,0.0000049177165,0.00029447],"about_ca_topic_score_codex":0.6848753,"about_ca_topic_score_gemma":0.97459936,"teacher_disagreement_score":0.5504859,"about_ca_system_score_codex":0.00042348984,"about_ca_system_score_gemma":0.00017715774,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W7057340735","doi":"","title":"Investigation of Differential Diffusion Effects in Turbulent Hydrogen Jet Flame using Conditional Moment Closure Method","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Diffusion; Moment (physics); Noise (video); Work (physics); Field (mathematics)","score_opus":0.010392583188757349,"score_gpt":0.23208772168161398,"score_spread":0.22169513849285663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057340735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99793035,0.000011320055,0.0007311144,0.0002205186,0.00010001675,0.00060594705,0.000050996987,0.000008333041,0.0003414139],"genre_scores_gemma":[0.9435547,0.0000063570296,0.002553065,0.000004611742,0.00007017403,0.0000032020623,0.0026603725,0.000021879561,0.051125653],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984557,0.00024028846,0.00022365761,0.00033099618,0.000523659,0.00022569053],"domain_scores_gemma":[0.99905246,0.000100504876,0.00037359018,0.00022395607,0.00015414703,0.00009535093],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018425958,0.00023179677,0.0004746369,0.00040429732,0.000088381916,0.000011709566,0.00024387502,0.00015098923,0.011837145],"category_scores_gemma":[0.0000044938315,0.0002552834,0.00018090643,0.00017308707,0.00006767804,0.000035802783,0.00009507444,0.00023810196,0.000008847796],"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":[0.00060325256,0.0004842354,0.07128961,0.002408454,0.0004941433,0.000022671196,0.04645021,0.0004783259,0.85377467,0.0033824008,0.0014240012,0.01918804],"study_design_scores_gemma":[0.014075947,0.0012003228,0.4397374,0.0031925265,0.001298922,0.000001829366,0.07404922,0.07645522,0.37993237,0.0069712866,0.00109314,0.001991775],"about_ca_topic_score_codex":0.05150329,"about_ca_topic_score_gemma":0.0053386646,"teacher_disagreement_score":0.47384226,"about_ca_system_score_codex":0.000034857887,"about_ca_system_score_gemma":0.000114900475,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W7057379089","doi":"","title":"The Intimate Fandoms of Men’s Hockey Real Person Fanfiction","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Fandom; Slash (logging); Queer; Politics; Adventure; League; Diversity (politics)","score_opus":0.010397707715625348,"score_gpt":0.2235039266310672,"score_spread":0.21310621891544185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057379089","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":[0.9479277,0.000015289645,0.0000060095845,0.00068255333,0.00021580269,0.00039095647,0.00005968872,0.000028139853,0.050673854],"genre_scores_gemma":[0.12853712,0.00015181299,0.000048300157,4.6317865e-7,0.00004025996,0.0000020256414,0.0005322234,0.000016863936,0.8706709],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989567,0.00006872444,0.00012823885,0.0002294016,0.00038729343,0.00022968951],"domain_scores_gemma":[0.99907964,0.00008802123,0.0002740872,0.00028927575,0.00021351733,0.000055452816],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022139457,0.00015598185,0.0002714243,0.00017011774,0.0002784963,0.00002365474,0.0003610401,0.00009722346,0.010041309],"category_scores_gemma":[0.000005028941,0.00014284498,0.0001862438,0.00019371019,0.000091062284,0.00002737279,0.000072344905,0.0002252514,0.000072436145],"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":[0.0017763886,0.00029593206,0.0050205267,0.0008806678,0.0011309665,0.000017077331,0.32781383,0.000039068564,0.04176391,0.005523718,0.12789473,0.4878432],"study_design_scores_gemma":[0.0011783551,0.00016855766,0.023796802,0.00014208247,0.00016064478,8.14506e-8,0.9664686,0.0010780535,0.0032719732,0.00009479286,0.0034104702,0.00022960636],"about_ca_topic_score_codex":0.25642082,"about_ca_topic_score_gemma":0.040433947,"teacher_disagreement_score":0.8199971,"about_ca_system_score_codex":0.00001526306,"about_ca_system_score_gemma":0.000089220615,"threshold_uncertainty_score":0.9908636},"labels":[],"label_agreement":null},{"id":"W7057389171","doi":"","title":"Inverse Problems and Self-similarity in Imaging","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Tubulopathy; Noise (video); Image processing; Context (archaeology); Nucleofection","score_opus":0.008645903875429985,"score_gpt":0.20212595803908312,"score_spread":0.19348005416365313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057389171","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":[0.9778641,0.00004163309,0.000001989595,0.0005694722,0.000048525177,0.0003582933,0.00001944514,0.000018421459,0.021078134],"genre_scores_gemma":[0.22258309,0.0003043446,0.0012273492,0.000011008347,0.000040363964,0.0000021642954,0.0005676651,0.000025112635,0.77523893],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991404,0.000043410015,0.000100261874,0.0002837767,0.00021222538,0.0002199674],"domain_scores_gemma":[0.99952596,0.000020057394,0.00011090588,0.00017711232,0.000088502005,0.000077469034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009398992,0.0001557661,0.000245719,0.00026630083,0.00011035379,0.000015061416,0.00018700783,0.00006681856,0.010826028],"category_scores_gemma":[0.0000017498324,0.00019259487,0.00006363117,0.00015284409,0.000059490947,0.000050337494,0.000096166004,0.00026437506,0.000015978629],"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":[0.00022358072,0.001169101,0.35624674,0.0014983292,0.00026423563,0.00017777881,0.4594397,0.000026204918,0.006627481,0.0006755338,0.029075945,0.14457536],"study_design_scores_gemma":[0.0058713565,0.00020149819,0.2919451,0.00071562885,0.00022537721,0.000002666544,0.643917,0.009368904,0.0011521531,0.0005393148,0.04468852,0.0013724931],"about_ca_topic_score_codex":0.18325777,"about_ca_topic_score_gemma":0.09267154,"teacher_disagreement_score":0.755281,"about_ca_system_score_codex":0.000013579991,"about_ca_system_score_gemma":0.00009445143,"threshold_uncertainty_score":0.9900782},"labels":[],"label_agreement":null},{"id":"W7057400000","doi":"","title":"Investigating and Developing Fatigue-Healing Characterization of Asphalt Materials","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; University of Waterloo","keywords":"Asphalt; Limiting; Work (physics); Filter (signal processing)","score_opus":0.023292389419811613,"score_gpt":0.24505794092451777,"score_spread":0.22176555150470617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057400000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984439,0.000005225927,0.000040574312,0.0003737517,0.00013450878,0.0002921854,0.00008095839,0.000019547704,0.00060936325],"genre_scores_gemma":[0.5556051,0.000087266446,0.002697486,0.000007902222,0.00010140214,0.0000030761998,0.005788385,0.000050142262,0.43565923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914753,0.000052401716,0.00018864364,0.00021904965,0.00022506688,0.00016729256],"domain_scores_gemma":[0.9992409,0.000036231253,0.0003674247,0.00012813864,0.00017283503,0.000054500397],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017011906,0.00013921266,0.00030993833,0.0002149991,0.00012343751,0.000021942365,0.00015301238,0.00008386711,0.0053843064],"category_scores_gemma":[0.000008929891,0.00017018658,0.00003946885,0.0001835144,0.0000519518,0.000043014115,0.00009150213,0.00009733951,0.0000073245665],"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":[0.000026013393,0.000018277527,0.003647415,0.0011969805,0.0000942026,0.0000017741133,0.041338757,0.0000013906047,0.9092785,0.00089297356,0.00012502061,0.04337868],"study_design_scores_gemma":[0.0015184169,0.00015710515,0.21565072,0.0029418408,0.00023099544,2.665783e-7,0.3134217,0.00070134155,0.4634524,0.00047532885,0.0006358274,0.0008140659],"about_ca_topic_score_codex":0.04627297,"about_ca_topic_score_gemma":0.0030818535,"teacher_disagreement_score":0.4458261,"about_ca_system_score_codex":0.000007020028,"about_ca_system_score_gemma":0.00012510539,"threshold_uncertainty_score":0.9955249},"labels":[],"label_agreement":null},{"id":"W7057448096","doi":"","title":"Investigation of intra-annual glacier velocity and seasonality of White and Thompson Glaciers, Axel Heiberg Island, Nunavut","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"Ontario Drive & Gear (Canada)","funders":"Environment and Climate Change Canada; University of Waterloo; Queen's University; ArcticNet; University of Ottawa","keywords":"Glacier; Glacier mass balance; Arctic; Seasonality; Tidewater glacier cycle; Archipelago; Glacier morphology; Period (music)","score_opus":0.007953932495516612,"score_gpt":0.20973608865353685,"score_spread":0.20178215615802023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057448096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962682,0.00008289043,0.000010590363,0.0007398965,0.00005799888,0.00033353118,0.0006467116,0.000006276032,0.0018538778],"genre_scores_gemma":[0.78832823,0.000068276764,0.00050138735,0.00000545857,0.000023822931,0.0000016237441,0.0011287638,0.000013254617,0.2099292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987491,0.0001345021,0.00018397205,0.00032004592,0.00043529394,0.00017708728],"domain_scores_gemma":[0.9990106,0.000055990946,0.00036959577,0.00021245258,0.00024464476,0.00010671685],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002923295,0.00018202222,0.0004172725,0.000112585614,0.00019679607,0.000009437019,0.00019900044,0.000094604555,0.018874753],"category_scores_gemma":[0.000007491539,0.00021303252,0.000094206494,0.0002062681,0.00024104361,0.000067215035,0.00024369698,0.00024933898,8.952271e-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":[0.0011931923,0.00023263645,0.48322326,0.0026533601,0.00071145856,0.000010401446,0.4148304,0.00001241311,0.021554014,0.0033519955,0.0064699575,0.06575692],"study_design_scores_gemma":[0.0021068759,0.00038769815,0.53915477,0.00016583658,0.000351256,8.110193e-7,0.44844085,0.0006389633,0.0044572214,0.0007268654,0.003109373,0.00045949],"about_ca_topic_score_codex":0.025727982,"about_ca_topic_score_gemma":0.020266568,"teacher_disagreement_score":0.20807531,"about_ca_system_score_codex":0.0000141914725,"about_ca_system_score_gemma":0.0001654669,"threshold_uncertainty_score":0.997611},"labels":[],"label_agreement":null},{"id":"W7057582037","doi":"","title":"Investigating the impacts of upgrading a full-scale conventional activated sludge process with a hybrid membrane aerated biofilm reactor","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Nitrification; Aeration; Effluent; Biofilm; Wastewater; Activated sludge; Sewage treatment","score_opus":0.009348312471876265,"score_gpt":0.22581592471797313,"score_spread":0.21646761224609687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057582037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99468017,0.000025009287,0.0000038080145,0.0010123443,0.000071039285,0.00059131446,0.00016609553,0.000030206398,0.003420044],"genre_scores_gemma":[0.8847245,0.0000054967527,0.00016196455,0.0000036837012,0.000034885856,0.000003387461,0.0012907,0.00002517595,0.11375018],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986065,0.000069808564,0.00018667403,0.0003431955,0.0005156143,0.00027817852],"domain_scores_gemma":[0.99879605,0.0000692824,0.00037759123,0.00024266796,0.00039737206,0.0001170502],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017518474,0.00024993744,0.00036593238,0.00025701887,0.00016383843,0.000048561014,0.00036339046,0.00007388117,0.011546093],"category_scores_gemma":[0.000008376892,0.00020149571,0.00013894716,0.0005027486,0.00017434276,0.000072690775,0.000065810884,0.00041530453,0.000016349848],"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":[0.00041270762,0.00016750394,0.001614453,0.0015624451,0.0006063977,0.000013646632,0.04373855,0.000013678454,0.9459769,0.00029275563,0.002543621,0.0030573339],"study_design_scores_gemma":[0.0023856156,0.00056785136,0.0055471505,0.0027128612,0.00066046603,0.0000046381065,0.39132047,0.002271178,0.59288085,0.00020536249,0.00075529335,0.0006882627],"about_ca_topic_score_codex":0.036455978,"about_ca_topic_score_gemma":0.009731271,"teacher_disagreement_score":0.35309604,"about_ca_system_score_codex":0.000018561064,"about_ca_system_score_gemma":0.0004425753,"threshold_uncertainty_score":0.9893575},"labels":[],"label_agreement":null},{"id":"W7057583887","doi":"","title":"Letters from the Boiler House: Conflict and Communication in a Second World War Canadian Internment Camp","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"World War II; Guard (computer science); Oppression; Torture; Comfort women; Romance; Human rights; Girl","score_opus":0.01186317182376921,"score_gpt":0.19970783255806912,"score_spread":0.18784466073429992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057583887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967396,0.00026052835,0.000001475741,0.0019799506,0.00019683228,0.00024781819,0.00012267867,0.000049782244,0.00040133254],"genre_scores_gemma":[0.89784914,0.00029781822,0.00018138794,0.0002882038,0.000023448994,0.0000020766229,0.0004477248,0.000033451106,0.100876726],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99904394,0.000114419934,0.00014468648,0.00026983523,0.00019282798,0.00023428492],"domain_scores_gemma":[0.99919707,0.0001269279,0.00016927684,0.0003584102,0.000041827057,0.0001064786],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022158869,0.0001570494,0.00024360824,0.00028533264,0.00020416465,0.000040360548,0.00045529436,0.000100433106,0.00094828266],"category_scores_gemma":[0.000014320729,0.00015389005,0.000041889794,0.00023506212,0.00009088637,0.00014138638,0.00006340528,0.00021256463,0.00016240186],"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":[0.00025520253,0.00005683074,0.0077620638,0.00012647842,0.00010889746,0.000073123985,0.8222893,0.00008211167,0.1298209,0.00029061097,0.037927475,0.0012070097],"study_design_scores_gemma":[0.0029665704,0.00009577383,0.54259026,0.0009671985,0.00020190192,0.0000020569034,0.40329224,0.0010888478,0.009057609,0.00041975005,0.038070533,0.0012472536],"about_ca_topic_score_codex":0.845762,"about_ca_topic_score_gemma":0.9919322,"teacher_disagreement_score":0.5348282,"about_ca_system_score_codex":0.00022967083,"about_ca_system_score_gemma":0.0000995732,"threshold_uncertainty_score":0.999965},"labels":[],"label_agreement":null},{"id":"W7057594470","doi":"","title":"Information Access Using Neural Networks For Diverse Domains And Sources","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Question answering; Focus (optics); Domain (mathematical analysis); Information access; Data access; Adaptation (eye); Natural language; Reading (process)","score_opus":0.017801066634473454,"score_gpt":0.2514574380293631,"score_spread":0.23365637139488965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057594470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981279,0.000008370478,0.00027745878,0.00019704891,0.00016833673,0.0004931925,0.00007918852,0.000021604528,0.00062690256],"genre_scores_gemma":[0.5426691,0.000047861693,0.00067816256,0.00001637425,0.00021065319,0.0000048534525,0.0042659873,0.00003679269,0.4520702],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.999377,0.00002004018,0.00009756643,0.00013028405,0.00017203252,0.00020308819],"domain_scores_gemma":[0.99943393,0.000048817896,0.00018745183,0.00012210316,0.00014242469,0.00006526526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008557904,0.00013302482,0.00019538128,0.00021968975,0.0002664033,0.00008392873,0.00023705154,0.00008169387,0.0031376302],"category_scores_gemma":[0.000002551064,0.00015389422,0.00008962864,0.00014050951,0.00004628723,0.00017794463,0.00015476982,0.00012011238,0.0000046718483],"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":[0.0012973306,0.00015093031,0.028381767,0.0019233953,0.0007283676,0.000009564636,0.2000708,0.007281969,0.0009861374,0.0015183995,0.022593014,0.7350583],"study_design_scores_gemma":[0.0021062572,0.0001403941,0.028886748,0.00015491633,0.00030771916,2.0645861e-7,0.7233954,0.24105294,0.00013528444,0.0001332583,0.0032082528,0.0004786102],"about_ca_topic_score_codex":0.07363117,"about_ca_topic_score_gemma":0.012318151,"teacher_disagreement_score":0.73457974,"about_ca_system_score_codex":0.000007654502,"about_ca_system_score_gemma":0.0000378377,"threshold_uncertainty_score":0.99777365},"labels":[],"label_agreement":null},{"id":"W7057781760","doi":"","title":"La conteuse transmédiatique : Joséphine Bacon, la poésie, le cinéma et le théâtre","year":2024,"lang":"fr","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Johns Hopkins University","keywords":"Context (archaeology); Yiddish; Cultural inheritance","score_opus":0.006592791764342645,"score_gpt":0.2156309085576008,"score_spread":0.20903811679325818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057781760","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":[0.84563005,0.0003423695,0.00017070993,0.04857804,0.00021035383,0.00077028724,0.0003695599,0.00005434895,0.10387429],"genre_scores_gemma":[0.25781536,0.00022925988,0.00038423637,0.000018847046,0.000046155208,0.000003063856,0.000921316,0.000042711712,0.740539],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977519,0.00047689155,0.00026216643,0.00062619045,0.00042978913,0.000453089],"domain_scores_gemma":[0.9985398,0.00029770593,0.0002100092,0.0004383778,0.00028414515,0.00022998436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048573432,0.00044676175,0.00062246685,0.00034474864,0.0002597104,0.00012947968,0.0006113513,0.00039790026,0.024228089],"category_scores_gemma":[0.000010477728,0.0005380951,0.00043926504,0.00034927187,0.0002743645,0.00013180566,0.00018965683,0.00095699006,0.00030847144],"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":[0.00075584435,0.0020602187,0.0015490944,0.0034800011,0.0016147166,0.0005708693,0.3912087,0.00019916991,0.07135417,0.31775245,0.066268586,0.14318618],"study_design_scores_gemma":[0.003170848,0.00029706926,0.0075605433,0.00087842654,0.00036629286,0.0000035250748,0.5180407,0.0019002614,0.002965696,0.00032936689,0.46378204,0.0007052462],"about_ca_topic_score_codex":0.36358464,"about_ca_topic_score_gemma":0.18877715,"teacher_disagreement_score":0.63666475,"about_ca_system_score_codex":0.000023305865,"about_ca_system_score_gemma":0.0012867801,"threshold_uncertainty_score":0.99970704},"labels":[],"label_agreement":null},{"id":"W7057923393","doi":"","title":"Meadow restoration on former agriculture land in southwestern Ontario, Canada","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Restoration ecology; Agriculture; Species richness; Land cover; Land use; Sustainability; Wetland; Ecosystem; Ecosystem services; Plant cover","score_opus":0.006544006046726035,"score_gpt":0.1828240378215545,"score_spread":0.17628003177482848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057923393","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":[0.97461176,0.000005445932,0.000001148512,0.0004868991,0.00012253775,0.00038876303,0.000032287055,0.0000051211346,0.024346044],"genre_scores_gemma":[0.20230155,0.0000016838934,0.000034004126,0.0000061705364,0.000025700847,0.0000016369892,0.0012593289,0.0000065492372,0.79636335],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99907345,0.0000309994,0.00010310831,0.00023368774,0.00035280906,0.00020592265],"domain_scores_gemma":[0.99945986,0.000017428307,0.00014069754,0.00018105167,0.00012897892,0.00007200335],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000044245204,0.0001670655,0.00022505004,0.00012970611,0.00008221709,0.00002287626,0.00020773655,0.00009813569,0.061278407],"category_scores_gemma":[0.0000012524536,0.00016345839,0.000057760568,0.00010240377,0.00001434133,0.00004184558,0.000030489053,0.0002921629,0.000045999896],"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":[0.00075114315,0.0006333069,0.30001095,0.0005473244,0.00031791665,0.000083978695,0.21735471,0.00025798875,0.010581964,0.00089603657,0.39153725,0.07702745],"study_design_scores_gemma":[0.002347917,0.0002800512,0.68443584,0.00045605464,0.00010245084,2.0848441e-7,0.26100928,0.00016287225,0.0012835694,0.00006527337,0.049086593,0.0007698527],"about_ca_topic_score_codex":0.99963045,"about_ca_topic_score_gemma":0.99995506,"teacher_disagreement_score":0.7723102,"about_ca_system_score_codex":0.00009375882,"about_ca_system_score_gemma":0.0005006966,"threshold_uncertainty_score":0.9395797},"labels":[],"label_agreement":null},{"id":"W7058032630","doi":"","title":"Light-Fueled Liquid Crystal Networks for Aquatic Soft Robotics","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Soft robotics; Robotics; Decoupling (probability); Robot; Field (mathematics); Torque; Control system","score_opus":0.010710946854748495,"score_gpt":0.22325179795432093,"score_spread":0.21254085109957244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058032630","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":[0.98210615,0.00006277262,0.0030588873,0.0031686237,0.00084575627,0.0019985572,0.000095502815,0.00013022762,0.008533531],"genre_scores_gemma":[0.052149642,0.000019223571,0.00085914653,0.000004864489,0.00017799796,0.000005285382,0.0018426463,0.00004773526,0.9448935],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9986745,0.000042558146,0.00017499625,0.0003658108,0.00032511048,0.0004170062],"domain_scores_gemma":[0.9989778,0.00012773291,0.00023521378,0.000332901,0.00019992595,0.0001264407],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015759378,0.0002497715,0.00042355774,0.00023800804,0.0002285774,0.00003513608,0.0004427384,0.00017241662,0.009273736],"category_scores_gemma":[0.000009066804,0.0002958248,0.00028271857,0.00023395421,0.00003315696,0.000032189007,0.00011002048,0.00025447423,0.00006876625],"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":[0.008030009,0.0019424023,0.0024433148,0.0054385425,0.0040712296,0.00011884003,0.21862191,0.010213969,0.0594581,0.010551888,0.416156,0.26295382],"study_design_scores_gemma":[0.008269363,0.0031295025,0.002891608,0.0013141112,0.0018523808,5.883083e-7,0.8000331,0.1384476,0.0036513063,0.0013099933,0.036321875,0.002778555],"about_ca_topic_score_codex":0.024321958,"about_ca_topic_score_gemma":0.030289395,"teacher_disagreement_score":0.93635994,"about_ca_system_score_codex":0.00001556726,"about_ca_system_score_gemma":0.00015381581,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W7058161902","doi":"","title":"Mathematical Modeling of the Vaporization of Encapsulated Perfluorocarbon Nanodroplets using Chirp Ultrasound","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Ultrasound; Microbubbles; Chirp; Attenuation; Vaporization; Waveform; Medical ultrasound; Photoacoustic Doppler effect; Resolution (logic)","score_opus":0.014620103494185048,"score_gpt":0.22272111978127412,"score_spread":0.20810101628708907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058161902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99576366,0.000010650799,0.00013541289,0.000052131407,0.00008444407,0.00035883507,0.000040096,0.000011084198,0.0035437099],"genre_scores_gemma":[0.84562546,0.0000073531724,0.00033251653,3.3741745e-7,0.00001614208,3.3026814e-7,0.00021887859,0.000017944822,0.15378103],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988874,0.000059728878,0.00022555584,0.00020202517,0.0004562655,0.00016901255],"domain_scores_gemma":[0.9989819,0.000049479146,0.00034904995,0.00031133796,0.00026912536,0.000039098668],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014184203,0.00015134276,0.00033959208,0.00017228353,0.000107871114,0.000008054997,0.00033941903,0.00010807645,0.010950909],"category_scores_gemma":[0.000015074217,0.00014288575,0.00018167679,0.00032862334,0.00006581218,0.00002527913,0.000089380424,0.00016308964,0.000009032027],"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":[0.0003002864,0.00054164696,0.0026992823,0.0023910725,0.00064175104,0.0000044787607,0.12508918,0.009891806,0.8426321,0.0028969555,0.00029871552,0.012612724],"study_design_scores_gemma":[0.0018608021,0.00023317864,0.0049050045,0.002036667,0.0009086916,9.873482e-7,0.3448549,0.58964586,0.052990086,0.0018309046,0.00004966904,0.0006832617],"about_ca_topic_score_codex":0.038467474,"about_ca_topic_score_gemma":0.0014908344,"teacher_disagreement_score":0.78964204,"about_ca_system_score_codex":0.000011901652,"about_ca_system_score_gemma":0.00014599938,"threshold_uncertainty_score":0.9899532},"labels":[],"label_agreement":null},{"id":"W7058230121","doi":"","title":"Marketplace Lending and Credit Unions: Where the Past and Future of Peer-to-Peer Finance Meet","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mitacs","keywords":"Loan; Credit union; Credit history; Credit reference; Financial services; Pooling; Small business; Credit crunch","score_opus":0.005916655664871864,"score_gpt":0.21298037975789078,"score_spread":0.2070637240930189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058230121","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":[0.96913767,0.00021563355,0.000011379557,0.015935488,0.00019079016,0.000415642,0.00013914399,0.000007841665,0.013946394],"genre_scores_gemma":[0.04006477,0.00021535177,0.00092869485,0.000007354483,0.0002626258,0.0000016144411,0.00020253965,0.00001581873,0.95830125],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989267,0.000060969935,0.00010234732,0.0002855123,0.0004240918,0.000200376],"domain_scores_gemma":[0.9989896,0.000059528622,0.00016746747,0.00027627143,0.0004362746,0.00007090476],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027645603,0.00017536595,0.00025995623,0.00014050683,0.0002360464,0.000031385844,0.00029789458,0.00009865617,0.010577957],"category_scores_gemma":[0.000005831105,0.00015900181,0.00006039677,0.00016676734,0.00012845777,0.000043971588,0.0001699684,0.00017665047,0.0000065412787],"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":[0.0007242177,0.000146754,0.010849661,0.00092082383,0.00033325283,0.000009841966,0.12721823,0.000003298622,0.002790542,0.005500275,0.54633003,0.30517304],"study_design_scores_gemma":[0.00083763804,0.00023214701,0.03843278,0.00028716438,0.00014324518,6.032974e-7,0.45166105,0.00021124112,0.0002824936,0.00012090406,0.5074854,0.000305333],"about_ca_topic_score_codex":0.014860076,"about_ca_topic_score_gemma":0.019710978,"teacher_disagreement_score":0.94435483,"about_ca_system_score_codex":0.0000066730427,"about_ca_system_score_gemma":0.00005421565,"threshold_uncertainty_score":0.99817675},"labels":[],"label_agreement":null},{"id":"W7058276370","doi":"","title":"Monitoring the Behaviour of a Battery-free Water Powered Sensor","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Leak; Work (physics); Closing (real estate); Humidity; Leak detection; Water pipe; Wireless sensor network; Reuse","score_opus":0.0122884369385842,"score_gpt":0.225250723797288,"score_spread":0.2129622868587038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058276370","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":[0.99347144,0.000011353058,0.0000019456006,0.0014301676,0.00032193572,0.00035581042,0.00008905103,0.00002194757,0.004296355],"genre_scores_gemma":[0.27697256,0.000013463658,0.00009860275,0.0000010030977,0.00006326905,0.0000014197318,0.00023963657,0.000020697295,0.7225893],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988157,0.000059588343,0.00014978812,0.0002522513,0.00043165073,0.00029102495],"domain_scores_gemma":[0.99895823,0.000051456715,0.00015225122,0.00056775793,0.00021040214,0.00005991503],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015607403,0.00018269681,0.0002963473,0.00019179632,0.00015678935,0.000020263295,0.0006882816,0.00009275178,0.025466336],"category_scores_gemma":[0.000003921713,0.00014593113,0.0002038957,0.00013552426,0.000070475624,0.00002520442,0.00025239674,0.00025674442,0.00010761326],"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":[0.000812182,0.00066220004,0.11043457,0.001231986,0.0013915829,0.00010991906,0.46728328,0.000030627816,0.2532657,0.0002955467,0.04273187,0.12175055],"study_design_scores_gemma":[0.0015274273,0.00017794319,0.1024464,0.0003885107,0.0003598069,2.486852e-7,0.8161425,0.00005659999,0.07625572,0.00013994922,0.0020579859,0.00044689619],"about_ca_topic_score_codex":0.11601174,"about_ca_topic_score_gemma":0.0065146848,"teacher_disagreement_score":0.71829295,"about_ca_system_score_codex":0.000008850308,"about_ca_system_score_gemma":0.000050746243,"threshold_uncertainty_score":0.9754245},"labels":[],"label_agreement":null},{"id":"W7058332020","doi":"","title":"Non-specific immune response and disease-resistance in Chinook salmon (Oncorhynchus tshawytscha) supplemented with probiotics","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Chinook wind; Aquaculture; Broodstock; Outbreak; Probiotic; Immune system; Oncorhynchus","score_opus":0.006818382901013268,"score_gpt":0.20774699138502228,"score_spread":0.200928608484009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058332020","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":[0.99542147,0.0000965858,0.000008443833,0.0017777128,0.00005425451,0.00094307156,0.00021064577,0.000025567095,0.0014622207],"genre_scores_gemma":[0.34018,0.00007950515,0.000402565,0.0000023779658,0.000025552936,0.0000044500034,0.0014663951,0.00003447775,0.65780467],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99853915,0.00008612542,0.0001804596,0.0004611558,0.00038165436,0.00035143134],"domain_scores_gemma":[0.9990372,0.000071127906,0.00019964004,0.00038478523,0.00013241517,0.0001748336],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022742749,0.00026876832,0.00038551987,0.0004177348,0.00015376865,0.000038056773,0.00029908275,0.000077445395,0.00700717],"category_scores_gemma":[0.000004496189,0.00029108953,0.00008230243,0.00037221392,0.00010291714,0.000046330155,0.00011475207,0.00029931837,0.000029559473],"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":[0.12966546,0.0029698603,0.11759903,0.0067193285,0.0015706635,0.0020007726,0.4083196,0.00014679338,0.13657992,0.003956626,0.12154607,0.06892587],"study_design_scores_gemma":[0.004729922,0.00047068633,0.7839188,0.001354967,0.00013840279,1.9164148e-7,0.19835411,0.0003321357,0.0012358068,0.00015264032,0.00851306,0.0007992558],"about_ca_topic_score_codex":0.01752113,"about_ca_topic_score_gemma":0.06410053,"teacher_disagreement_score":0.6663198,"about_ca_system_score_codex":0.000028194934,"about_ca_system_score_gemma":0.00020478088,"threshold_uncertainty_score":0.9999541},"labels":[],"label_agreement":null},{"id":"W7058393989","doi":"","title":"A Multi-level Analysis on Implementation of Low-Cost IVF in Sub-Saharan Africa: A Case Study of Uganda.","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Infertility; Government (linguistics); Context (archaeology); Public hospital; Public health; Public sector; Fertility; Developing country; Reproductive health","score_opus":0.03157572539387033,"score_gpt":0.28835972640750124,"score_spread":0.2567840010136309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058393989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99817085,0.000007233082,0.000011930466,0.000044447355,0.000037748116,0.0010948741,0.00042895568,0.000007657059,0.00019628486],"genre_scores_gemma":[0.9362485,0.000012608102,0.000080933016,3.6920392e-7,0.000006573143,0.000005892988,0.0007643506,0.0000129856335,0.06286778],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99859244,0.00011355951,0.00029517597,0.00034397098,0.00043482834,0.0002200091],"domain_scores_gemma":[0.99888235,0.00007018023,0.0004064218,0.00032783343,0.0002519068,0.00006128923],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023002656,0.0001891699,0.0005575653,0.0013098981,0.00007298809,0.000009269804,0.00024535946,0.00006837703,0.0075063347],"category_scores_gemma":[0.0000039180313,0.00021934258,0.00020423223,0.0011917524,0.00003291485,0.000030304887,0.00008107963,0.00017754674,0.0000113845135],"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":[0.0010151393,0.005696469,0.13399659,0.0010198228,0.0039540506,0.0007794507,0.61660445,0.000405154,0.025657313,0.000023140286,0.002850112,0.20799832],"study_design_scores_gemma":[0.0030959456,0.0003090317,0.2080368,0.00008490268,0.0005863183,1.481674e-7,0.78505373,0.0007114124,0.0019182417,0.0000018839179,0.000026774056,0.00017481722],"about_ca_topic_score_codex":0.50918245,"about_ca_topic_score_gemma":0.7066351,"teacher_disagreement_score":0.2078235,"about_ca_system_score_codex":0.00002196665,"about_ca_system_score_gemma":0.000104345374,"threshold_uncertainty_score":0.99340093},"labels":[],"label_agreement":null},{"id":"W7058493421","doi":"","title":"Not Just Along for the Ride: Work, Justice, and Municipal Regulation of Ridehailing Platforms","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Magnetic Field Sensors 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":"Economic Justice; Equity (law); Service (business); Diversity (politics); Service provider; Qualitative research; Power (physics)","score_opus":0.0160936101508624,"score_gpt":0.21724414887570614,"score_spread":0.20115053872484373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058493421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982531,0.00027424248,0.00014007995,0.00009436699,0.00028830825,0.00046630288,0.000036831643,0.00010289664,0.00034387747],"genre_scores_gemma":[0.907323,0.0005049689,0.004859933,0.0000061694263,0.000040487997,0.0000037097836,0.00028253932,0.000045533878,0.08693368],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993135,0.000010327864,0.00015672797,0.00016700594,0.00018776071,0.00016471623],"domain_scores_gemma":[0.9992646,0.00020776516,0.00014246565,0.00028231097,0.000071857765,0.000030978703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017862431,0.00016487169,0.00027922832,0.000176105,0.00016873337,0.000009651288,0.0002613187,0.00020246071,0.00019034428],"category_scores_gemma":[0.000024413579,0.00017012532,0.000101949554,0.00013492424,0.00005760895,0.00010006885,0.000051269166,0.00025105395,7.049746e-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":[0.0021525042,0.00010369962,0.00053320115,0.014998611,0.00091619615,0.000025240568,0.8142731,0.049565226,0.048162818,0.0044905576,0.014899055,0.04987976],"study_design_scores_gemma":[0.0023093913,0.00058831973,0.04097072,0.00093519,0.004008701,0.000008438106,0.76910645,0.12980945,0.044631384,0.0008113156,0.005328973,0.0014916797],"about_ca_topic_score_codex":0.0064186435,"about_ca_topic_score_gemma":0.013760504,"teacher_disagreement_score":0.09093012,"about_ca_system_score_codex":0.000038087463,"about_ca_system_score_gemma":0.000014355912,"threshold_uncertainty_score":0.97031116},"labels":[],"label_agreement":null},{"id":"W7058594201","doi":"","title":"New Aspects of Quantum Interactions: Acceleration-Induced Transparency, Newton’s Cradle Spectra, Superoscillations","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"","funders":"Institut Périmètre de physique théorique; University of Waterloo","keywords":"Unruh effect; Quantum; Space (punctuation); Work (physics); Object (grammar); Acceleration; Quantum process; Jump; Open quantum system","score_opus":0.01593560217096014,"score_gpt":0.2200511975162878,"score_spread":0.20411559534532767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058594201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840582,0.00012098181,0.00058975344,0.00042885458,0.00082523393,0.00043537412,0.000056718745,0.0003419445,0.013142955],"genre_scores_gemma":[0.8210338,0.00035827936,0.004464772,0.0000044055923,0.00006425827,0.00000198513,0.000610057,0.00006257255,0.17339993],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989507,0.000031367155,0.00024937026,0.00026407317,0.00030112945,0.0002033134],"domain_scores_gemma":[0.99925864,0.000053338415,0.0001362084,0.00037491924,0.00009499232,0.000081881655],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049190385,0.00024708628,0.00041394602,0.00044078045,0.00013203947,0.000016785913,0.00035701756,0.00020866941,0.0070941336],"category_scores_gemma":[0.000011143142,0.00034267356,0.00018983141,0.00030223356,0.000021305292,0.00023816038,0.000021228781,0.00043089516,0.000011711867],"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":[0.00019685827,0.00019700873,0.00017130916,0.0014544406,0.0004922396,0.00005261297,0.30971372,0.0050047184,0.6340598,0.013378713,0.027580032,0.0076985587],"study_design_scores_gemma":[0.0023475245,0.0013848138,0.018149236,0.0008787316,0.0010888652,0.000023235138,0.28913426,0.020719554,0.64523894,0.005492464,0.012874955,0.002667426],"about_ca_topic_score_codex":0.04093647,"about_ca_topic_score_gemma":0.1044742,"teacher_disagreement_score":0.16302444,"about_ca_system_score_codex":0.00013167776,"about_ca_system_score_gemma":0.00012522445,"threshold_uncertainty_score":0.99990255},"labels":[],"label_agreement":null},{"id":"W7060582286","doi":"","title":"A Present Absence","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Natural (archaeology); Population; Natural landscape; Field (mathematics); Documentation","score_opus":0.011693126040494072,"score_gpt":0.23470100155420318,"score_spread":0.2230078755137091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060582286","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":[0.7347647,0.000031215335,0.0000052378464,0.0009602624,0.00017495167,0.0003342731,0.000050060014,0.0000147507435,0.26366454],"genre_scores_gemma":[0.057694435,0.000017956942,0.00014207896,0.000001089378,0.000066877285,7.431934e-7,0.00032172524,0.0000093442795,0.94174576],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990845,0.000025845618,0.00007750504,0.00026839378,0.0003254871,0.00021830156],"domain_scores_gemma":[0.9990097,0.000020645473,0.00022524133,0.0004974922,0.00015754992,0.00008936279],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007505115,0.00015028412,0.00024198482,0.00012311192,0.00024016087,0.000036625413,0.000617578,0.00008002605,0.1552925],"category_scores_gemma":[0.0000030135327,0.00017356429,0.00014196907,0.000046229223,0.00007471712,0.000035969922,0.00009407429,0.00019900978,0.00018877038],"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":[0.00024563717,0.0002972661,0.004817958,0.0004763502,0.00031974877,0.00004858017,0.0543908,0.0000053872955,0.009930106,0.0018383161,0.072697096,0.8549327],"study_design_scores_gemma":[0.0028947815,0.00036039166,0.08587595,0.00082064397,0.00034489288,5.141322e-7,0.48906288,0.0009261617,0.007711122,0.0006636327,0.41002283,0.0013161978],"about_ca_topic_score_codex":0.22224662,"about_ca_topic_score_gemma":0.029597122,"teacher_disagreement_score":0.85361654,"about_ca_system_score_codex":0.0000063155558,"about_ca_system_score_gemma":0.00013194706,"threshold_uncertainty_score":0.9881102},"labels":[],"label_agreement":null},{"id":"W7060775199","doi":"","title":"Moral Encroachment","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Proposition; Argument (complex analysis); Action (physics); Position (finance); Subject (documents); Set (abstract data type)","score_opus":0.014568265798908178,"score_gpt":0.21327066004355666,"score_spread":0.19870239424464847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060775199","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":[0.75127065,0.000021103022,0.0000050244216,0.00017880138,0.00013798295,0.00027238624,0.000037651913,0.00001631469,0.24806009],"genre_scores_gemma":[0.061589435,0.000010701072,0.0004287976,0.0000022260288,0.000035838548,8.019905e-7,0.00057436206,0.000010877945,0.93734694],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991223,0.000030992775,0.00009283406,0.00025642817,0.00026742197,0.00023002003],"domain_scores_gemma":[0.9993487,0.000010601647,0.00014584835,0.00028026037,0.00012157006,0.000093032664],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000689343,0.000165943,0.00024573968,0.00016471828,0.000107361426,0.000012498129,0.00036350184,0.00008386822,0.26742002],"category_scores_gemma":[7.8078665e-7,0.00019199867,0.00015213653,0.00009692124,0.000049655468,0.000025221398,0.00008722564,0.00019284122,0.00022820376],"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":[0.0007035657,0.0010822295,0.025343183,0.0007051667,0.0008371978,0.000058958525,0.20035106,0.0000040116465,0.010570978,0.025053026,0.09760504,0.6376856],"study_design_scores_gemma":[0.0033293439,0.00064679194,0.0657677,0.00039104436,0.00058226316,4.4527337e-7,0.84686714,0.0002907448,0.013863614,0.0023419687,0.06445655,0.0014624146],"about_ca_topic_score_codex":0.20591725,"about_ca_topic_score_gemma":0.018913357,"teacher_disagreement_score":0.68968123,"about_ca_system_score_codex":0.000007250492,"about_ca_system_score_gemma":0.00009733215,"threshold_uncertainty_score":0.9989889},"labels":[],"label_agreement":null},{"id":"W7060783387","doi":"","title":"A Path Home","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Homeland; Diaspora; Perspective (graphical); Identity (music); Residence","score_opus":0.00745304307975981,"score_gpt":0.21808227908842615,"score_spread":0.21062923600866634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060783387","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":[0.9863499,0.00009014974,0.000031704476,0.000133013,0.000101922975,0.00019922426,0.00008145293,0.00002707045,0.012985578],"genre_scores_gemma":[0.35518634,0.000011158353,0.00013586336,0.0000012936817,0.000052755822,4.618272e-7,0.0013350288,0.00002021812,0.64325684],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9989227,0.00003778044,0.00008995767,0.0002894414,0.00027705653,0.00038306235],"domain_scores_gemma":[0.99936736,0.00001383576,0.00014255672,0.00026038042,0.00013301226,0.00008285057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007104276,0.0001989538,0.00032059362,0.00019113628,0.00015412342,0.00002351093,0.00036154612,0.0001333775,0.0015321678],"category_scores_gemma":[5.345261e-7,0.00023209078,0.00023028227,0.00016252694,0.000039046143,0.00009697816,0.00004419336,0.00036427562,0.00016437062],"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":[0.002312112,0.003822949,0.06986409,0.0035897563,0.0037789224,0.00023449898,0.25285724,0.00022550819,0.11044383,0.13656186,0.30014148,0.11616775],"study_design_scores_gemma":[0.013873418,0.0018712068,0.1273476,0.0014687997,0.0014928704,0.0000033429208,0.7053775,0.0036439886,0.03212261,0.030782174,0.075968795,0.00604768],"about_ca_topic_score_codex":0.08367102,"about_ca_topic_score_gemma":0.013707519,"teacher_disagreement_score":0.63116354,"about_ca_system_score_codex":0.000049010447,"about_ca_system_score_gemma":0.00017363083,"threshold_uncertainty_score":0.9993806},"labels":[],"label_agreement":null},{"id":"W7060810292","doi":"","title":"Optimization of Solid Phase Microextraction for Determination of Disinfection By-products in Water","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Solid-phase microextraction; Repeatability; Thermal desorption; Thin film; Sample preparation; Detection limit; Analytical Chemistry (journal); Coating","score_opus":0.009194136944494072,"score_gpt":0.22858468536504395,"score_spread":0.2193905484205499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060810292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902403,0.000057810892,0.0089971125,0.000015922302,0.00029287222,0.00028475487,0.000072336916,0.000023444552,0.000015491574],"genre_scores_gemma":[0.9933236,0.00008602793,0.0022379267,3.345002e-7,0.000020015766,0.0000011214848,0.0014134052,0.000023798244,0.0028937378],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994339,0.000014827171,0.00018014995,0.0001254478,0.00009255989,0.00015315687],"domain_scores_gemma":[0.9995297,0.000011570036,0.0001512549,0.000115888,0.00016684628,0.000024704796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099761266,0.00012496526,0.00025516129,0.00023459893,0.000029425079,0.00000349541,0.0000756639,0.00018559184,0.000021271278],"category_scores_gemma":[0.0000067162146,0.0001393977,0.000063222054,0.000119422126,0.000020333284,0.0003768092,0.000007220264,0.00007420654,0.0000010212681],"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":[0.00016216643,0.00021494567,0.00021854947,0.0009942327,0.000028921668,3.888683e-7,0.011658332,0.015379783,0.966002,0.000003655797,0.000081526334,0.00525551],"study_design_scores_gemma":[0.0010952852,0.00012604034,0.0008035771,0.00010439938,0.00013177877,6.19858e-7,0.004156492,0.10907085,0.88427144,0.000013666708,0.00004498815,0.00018087373],"about_ca_topic_score_codex":0.0015520579,"about_ca_topic_score_gemma":0.0027403003,"teacher_disagreement_score":0.093691066,"about_ca_system_score_codex":0.000073391064,"about_ca_system_score_gemma":0.000010271683,"threshold_uncertainty_score":0.56844735},"labels":[],"label_agreement":null},{"id":"W7060900093","doi":"","title":"Flat City Response","year":2009,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Redevelopment; Process (computing); Urban planning; Compact city; Sustainable development; Sustainability; Field (mathematics); Work (physics)","score_opus":0.009491209405886866,"score_gpt":0.22376122230981074,"score_spread":0.2142700129039239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060900093","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":[0.9531777,0.000019118337,0.0000046812024,0.0011242738,0.0000939937,0.0002789289,0.0000620582,0.000023859075,0.045215398],"genre_scores_gemma":[0.08999548,0.000008541856,0.00024998267,0.00000551827,0.000038611215,3.2557372e-7,0.0006754894,0.000009588644,0.90901643],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989238,0.000094944946,0.00010321867,0.00028698298,0.00034138787,0.00024970388],"domain_scores_gemma":[0.99921644,0.00005163133,0.0001521638,0.00033590526,0.00013741333,0.00010644963],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019147691,0.00018208975,0.00028314555,0.00022959973,0.00015472255,0.000020821857,0.0003713745,0.000116339535,0.14191766],"category_scores_gemma":[0.0000046082428,0.0002173509,0.0001369137,0.00015114284,0.000046996658,0.000030082321,0.0000611559,0.00026069675,0.00015872085],"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":[0.0064756153,0.00045968834,0.0035698276,0.00025950998,0.0003860084,0.00009217597,0.07701709,0.0000067060673,0.07651993,0.0012337926,0.16953038,0.6644493],"study_design_scores_gemma":[0.004142917,0.0010653748,0.21811993,0.0004163401,0.00042924832,7.385449e-7,0.51508045,0.00036608102,0.017775869,0.0007569429,0.2402982,0.0015478915],"about_ca_topic_score_codex":0.088279806,"about_ca_topic_score_gemma":0.024369504,"teacher_disagreement_score":0.86380106,"about_ca_system_score_codex":0.000012972175,"about_ca_system_score_gemma":0.00015747416,"threshold_uncertainty_score":0.99343324},"labels":[],"label_agreement":null},{"id":"W7060927656","doi":"","title":"Persistent Identifiers in Canada: ORCID Use Cases and a National PID Strategy","year":2024,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Identifier; State (computer science); Software; Information system; Work (physics); Value (mathematics)","score_opus":0.01928503213645658,"score_gpt":0.21142029764037307,"score_spread":0.1921352655039165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060927656","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":[0.6952478,0.00040753587,0.0000020817358,0.0023884075,0.0002136319,0.0006716684,0.0010760267,0.000029237031,0.2999636],"genre_scores_gemma":[0.0647323,0.000023056076,0.000042254607,0.000005450501,0.00002626261,5.048068e-7,0.000053247626,0.000031857435,0.93508506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991477,0.000029752366,0.000068372894,0.0002601371,0.00031739892,0.00017661267],"domain_scores_gemma":[0.99965394,0.000042118198,0.000059035985,0.00011755052,0.000046502955,0.000080861486],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057264027,0.0001296762,0.00018905207,0.00027403366,0.000028780105,0.000032429274,0.00013302309,0.000043763674,0.088767394],"category_scores_gemma":[0.0000041986827,0.00014751656,0.000060282808,0.00011523503,0.00007289457,0.000021696962,0.00014455388,0.00014705623,0.000034835844],"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":[0.000018337683,0.000039024108,0.0067211376,0.0001987723,0.00020213047,0.00018255258,0.0019428999,0.0000085302045,0.00011559857,0.0006710175,0.98424226,0.0056577246],"study_design_scores_gemma":[0.0020761287,0.00019579398,0.013765192,0.00090206595,0.0002753265,0.000007884919,0.30789062,0.0010369455,0.00005125887,0.000098242606,0.67271465,0.000985892],"about_ca_topic_score_codex":0.9980918,"about_ca_topic_score_gemma":0.99668175,"teacher_disagreement_score":0.63512146,"about_ca_system_score_codex":0.00006787828,"about_ca_system_score_gemma":0.0006932792,"threshold_uncertainty_score":0.9120656},"labels":[],"label_agreement":null},{"id":"W7061005153","doi":"","title":"Phosphorus Responses to Soil Moisture in Southern Ontario Agricultural Soil","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Snowmelt; Frost (temperature); Soil water; Water content; Hydrology (agriculture); Growing season; Eutrophication; Snow; Moisture","score_opus":0.007233445540167239,"score_gpt":0.20490606357048413,"score_spread":0.19767261803031688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061005153","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":[0.9749331,0.000030192772,4.1643634e-7,0.0011097143,0.0001525796,0.00045366562,0.00014899661,0.000016769984,0.0231546],"genre_scores_gemma":[0.12653475,0.0000034027385,0.000070402355,0.000008220267,0.000025905832,0.00000430642,0.0008272351,0.000012884959,0.8725129],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985494,0.00009064139,0.0001435458,0.00040705604,0.0004740984,0.00033524292],"domain_scores_gemma":[0.9992912,0.00003759778,0.00014025894,0.00028795842,0.00012034608,0.00012266604],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014114502,0.00024195442,0.0003505586,0.00028241475,0.00020468094,0.0000316721,0.00050827843,0.00009915578,0.1441873],"category_scores_gemma":[0.0000042379975,0.00025878975,0.00017344608,0.00029977862,0.00002875553,0.000028308084,0.00021756084,0.00052270683,0.00012961742],"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":[0.0018745157,0.00045107037,0.06291683,0.00011775433,0.00020667622,0.00008300067,0.8529291,0.00017273377,0.0068788533,0.00022817423,0.03984225,0.034299016],"study_design_scores_gemma":[0.0007784443,0.00015913426,0.18820079,0.00006986358,0.0000515433,2.2016813e-7,0.78698254,0.0000081295,0.0004075825,0.000023514265,0.022974445,0.00034378443],"about_ca_topic_score_codex":0.96759194,"about_ca_topic_score_gemma":0.9730709,"teacher_disagreement_score":0.8493583,"about_ca_system_score_codex":0.00010436859,"about_ca_system_score_gemma":0.00035611962,"threshold_uncertainty_score":0.9999864},"labels":[],"label_agreement":null},{"id":"W7061058328","doi":"","title":"Oxidation characteristics, acid neutralization, secondary minerals, and trace elements associated with pyrrhotite oxidation in historical waste rock","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Pyrrhotite; Sphalerite; Pentlandite; Sulfide minerals; Chalcopyrite; Pyrite; Galena; Sulfide; Sorption","score_opus":0.006714602217481358,"score_gpt":0.19701738309466893,"score_spread":0.19030278087718758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061058328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99748933,0.00003617813,0.000028195585,0.00054665474,0.00011131412,0.00047182254,0.00008202004,0.000016068718,0.0012184298],"genre_scores_gemma":[0.5492204,0.000032382894,0.000096440184,0.0000039205456,0.000025664636,0.000004381943,0.0081898235,0.000019618601,0.44240737],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99868315,0.00011686314,0.00023278367,0.00036135153,0.00037752898,0.00022832905],"domain_scores_gemma":[0.9991121,0.000028592365,0.00042623488,0.00017051156,0.00018613288,0.00007637775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017465994,0.00020721782,0.0003366873,0.00035316354,0.00017746276,0.000031646316,0.00018682085,0.00009202125,0.03170184],"category_scores_gemma":[0.000009276177,0.00025104446,0.000051332834,0.00029436857,0.000017559318,0.00011243019,0.00006417114,0.0002997052,0.000004438261],"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":[0.0026844325,0.0029945287,0.31589088,0.0016409288,0.0012075149,0.00011637138,0.16562624,0.00017447709,0.31592765,0.001517166,0.051035527,0.14118426],"study_design_scores_gemma":[0.009046762,0.001206812,0.7407829,0.00063828705,0.0005944336,0.000001009796,0.2085234,0.0047034114,0.008292891,0.00010672642,0.02437378,0.0017295969],"about_ca_topic_score_codex":0.0237447,"about_ca_topic_score_gemma":0.028817063,"teacher_disagreement_score":0.44826892,"about_ca_system_score_codex":0.00013732293,"about_ca_system_score_gemma":0.00013765317,"threshold_uncertainty_score":0.99999416},"labels":[],"label_agreement":null},{"id":"W7061076706","doi":"","title":"Older Adult Mental Health Considerations and Differences in the COVID-19 Context: A Mixed Methods Study","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Pandemic; Older people; Mental health law; Qualitative research; Psychological intervention; Mental health care; Health care","score_opus":0.02497734599856481,"score_gpt":0.3179995199392443,"score_spread":0.2930221739406795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061076706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789071,0.00007967943,0.00001611454,0.01814738,0.000100275254,0.0014888182,0.00013647346,0.000008860359,0.0011152918],"genre_scores_gemma":[0.8679391,0.00003041978,0.00052117906,0.00020081083,0.000013532698,0.000017605124,0.0005802345,0.000009238711,0.13068786],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980937,0.00094453763,0.00015109144,0.00030083366,0.00032271995,0.00018708507],"domain_scores_gemma":[0.9991986,0.00025168585,0.00017834673,0.00021079606,0.0000611979,0.00009935601],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005692717,0.00015446081,0.00032960245,0.00020404381,0.00059815706,0.000043416778,0.00023206185,0.000033300083,0.054333363],"category_scores_gemma":[0.000016007623,0.0001413052,0.00006365573,0.00015571853,0.000082302664,0.000025254283,0.00011952523,0.00029104637,0.0000020895666],"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":[0.000096696625,0.000725199,0.017631758,0.00016071998,0.00014678616,0.000011970213,0.90834576,4.986225e-7,0.000102163845,0.004181927,0.024244724,0.044351783],"study_design_scores_gemma":[0.0013197456,0.0002629716,0.029617561,0.000017323831,0.000033590008,4.827035e-7,0.96698546,0.00009017461,0.0000066889447,0.00014295502,0.0014009649,0.000122069054],"about_ca_topic_score_codex":0.37145844,"about_ca_topic_score_gemma":0.39500445,"teacher_disagreement_score":0.12957257,"about_ca_system_score_codex":0.00002621386,"about_ca_system_score_gemma":0.00033068526,"threshold_uncertainty_score":0.9465311},"labels":[],"label_agreement":null},{"id":"W7061090870","doi":"","title":"Persistent perceptual delay for head movement onset relative to sound onset with and without vision","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermal Analysis in Power Transmission","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":"University of Waterloo","funders":"","keywords":"Vestibular system; Stimulus (psychology); Perception; Sensory system; Eye movement; Fixation (population genetics); Motion perception; Visual perception; Set (abstract data type); Sensory cue","score_opus":0.011284927189895353,"score_gpt":0.22952753061096287,"score_spread":0.21824260342106752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061090870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974005,0.00012966632,0.0009431602,0.00027665007,0.000121984594,0.0005260227,0.00017727031,0.00006652209,0.00035818043],"genre_scores_gemma":[0.8387921,0.00007197995,0.004354946,0.0000129753325,0.000014944681,0.0000023170987,0.0005233948,0.000054741762,0.15617262],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894154,0.000027493044,0.000119948294,0.0003805283,0.00026880304,0.00026170575],"domain_scores_gemma":[0.99921125,0.000026334592,0.00011028269,0.00034788332,0.00013111038,0.00017313445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009725647,0.00031420257,0.00045908365,0.00023553253,0.0003396861,0.000039246166,0.00027942637,0.00022785671,0.00010165796],"category_scores_gemma":[0.000005707145,0.00030749507,0.00019310242,0.000062633015,0.000084543775,0.00024144341,0.000027442158,0.00020869021,0.000014498824],"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":[0.006577483,0.00030007216,0.00713595,0.002475224,0.0044462187,0.00006545654,0.9190965,0.018887501,0.019325158,0.00012814385,0.005046307,0.016515965],"study_design_scores_gemma":[0.01077191,0.00706085,0.16434832,0.006979852,0.0075807082,0.000035420526,0.74986786,0.032724287,0.0056487713,0.0007385505,0.009431496,0.0048119784],"about_ca_topic_score_codex":0.00304572,"about_ca_topic_score_gemma":0.040810153,"teacher_disagreement_score":0.16922866,"about_ca_system_score_codex":0.00013631693,"about_ca_system_score_gemma":0.000028904238,"threshold_uncertainty_score":0.9999377},"labels":[],"label_agreement":null},{"id":"W7061097537","doi":"","title":"PATHWAYS TO PRECARIOUSNESS: CANADA’S INTENTIONAL FAILURE OF MIGRANT AND UNDOCUMENTED CARE WORKERS","year":2024,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Narrative; Autonomy; Care work; Human rights; Immigration; Public policy; Health care","score_opus":0.005412509306682898,"score_gpt":0.1864335523927649,"score_spread":0.181021043086082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061097537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4384878,0.0020599843,0.00015660215,0.016436195,0.0007562683,0.0032707998,0.0049492633,0.00013800336,0.5337451],"genre_scores_gemma":[0.024309445,0.00000636611,0.00045146653,0.000004587304,0.000027861732,9.669392e-7,0.000116403506,0.00004667895,0.9750362],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991425,0.000025246796,0.00008304594,0.0002700763,0.00030216598,0.0001769511],"domain_scores_gemma":[0.99950135,0.000011573629,0.0000831836,0.00020179126,0.00009008297,0.00011202768],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003316537,0.00015678193,0.0002626927,0.00023149698,0.00003256093,0.000013527536,0.00021166436,0.000059044665,0.0503572],"category_scores_gemma":[0.0000012791168,0.00016714008,0.00007695044,0.00013284246,0.00007761671,0.000008879133,0.00027209826,0.00013139159,0.000021632168],"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":[0.000028253904,0.000025912168,0.0022015737,0.0004987237,0.00027152587,0.000015715108,0.014558002,0.0000019649824,0.00045379516,0.00029957274,0.9710287,0.010616292],"study_design_scores_gemma":[0.00052283105,0.000079550904,0.0007254705,0.0007482434,0.0001205785,2.4505846e-7,0.20590167,0.000016486632,0.000090671354,0.000022270002,0.7915499,0.00022205578],"about_ca_topic_score_codex":0.98075455,"about_ca_topic_score_gemma":0.9819529,"teacher_disagreement_score":0.44129112,"about_ca_system_score_codex":0.000024692028,"about_ca_system_score_gemma":0.00036209304,"threshold_uncertainty_score":0.9505109},"labels":[],"label_agreement":null},{"id":"W7061149123","doi":"","title":"Pedagogical Approaches for Encouraging Interaction Awareness and Interactional Competence in University-Level Second Language Learners","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"German; Conversation analysis; Conversation; Competence (human resources); Second-language acquisition; Language acquisition; Social relation; Second language; Communicative competence; Empirical research","score_opus":0.054693516509441854,"score_gpt":0.28633062993383834,"score_spread":0.2316371134243965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061149123","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":[0.99255866,0.000030057596,0.00013328873,0.00048264753,0.00015834511,0.000305282,0.00012029336,0.000014184111,0.0061972397],"genre_scores_gemma":[0.49267352,0.0000074220297,0.0003485839,0.0000015045593,0.000029129173,7.5991875e-7,0.00063559506,0.0000088187935,0.50629467],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991807,0.000045786084,0.00009286647,0.00034769965,0.00015878394,0.00017421714],"domain_scores_gemma":[0.9995659,0.00010597336,0.00010010131,0.000105736806,0.00006394581,0.00005832753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001125845,0.0001548158,0.00023043108,0.0003718563,0.000113939066,0.00003556118,0.00018011194,0.000080108075,0.010206417],"category_scores_gemma":[0.000003512064,0.00018406943,0.00009681665,0.0001339514,0.000055338583,0.000090813664,0.00009411183,0.00033872126,0.000010999349],"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":[0.0016312673,0.0004625333,0.0129118785,0.00280273,0.00050858554,0.00012091522,0.63992864,0.000161933,0.012316904,0.011215329,0.0038133916,0.31412587],"study_design_scores_gemma":[0.00064570643,0.000060482627,0.005842664,0.0002525581,0.00006117056,8.9544784e-7,0.97984177,0.0061372793,0.00028549306,0.00006588778,0.006595082,0.0002110396],"about_ca_topic_score_codex":0.035395235,"about_ca_topic_score_gemma":0.064978726,"teacher_disagreement_score":0.50009745,"about_ca_system_score_codex":0.00003439667,"about_ca_system_score_gemma":0.00012819961,"threshold_uncertainty_score":0.9906984},"labels":[],"label_agreement":null},{"id":"W7061197317","doi":"","title":"Phosphorus Retention in an Urban Stormwater Pond","year":2021,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","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":"Stormwater; Impervious surface; Sediment; Hydrology (agriculture); Retention basin; Phosphorus; Inlet; Nutrient; Water quality","score_opus":0.011894070411609397,"score_gpt":0.20621048519539278,"score_spread":0.1943164147837834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061197317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99054205,0.000018417772,0.000023796265,0.0014797485,0.000043081334,0.00010328851,0.000013888176,0.000010064396,0.0077656466],"genre_scores_gemma":[0.6497368,0.0000033425056,0.00036056226,0.000005686762,0.000016386091,2.3282553e-7,0.00005291223,0.0000039943147,0.34982005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992934,0.00006079916,0.00006856821,0.00020982674,0.00017370026,0.00019370715],"domain_scores_gemma":[0.9995408,0.000009798751,0.00003709441,0.00023528335,0.000102015394,0.00007501101],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001007083,0.00007403875,0.0001247533,0.00009200384,0.00006643379,0.000017576147,0.00015071567,0.000031126634,0.057865724],"category_scores_gemma":[0.0000013725264,0.000086786924,0.000057260128,0.00017131204,0.000047045036,0.00007483609,0.00013176014,0.00010323261,0.000053285163],"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":[0.00021416476,0.00088564807,0.6231865,0.00006449791,0.000082873295,0.0002092815,0.065651596,0.000024511342,0.12675722,0.004061407,0.014408049,0.16445419],"study_design_scores_gemma":[0.0052340655,0.00048445823,0.48748508,0.00011878884,0.00008000509,0.000001709204,0.40780953,0.0028042267,0.038887747,0.00054741825,0.05584524,0.00070175924],"about_ca_topic_score_codex":0.048561357,"about_ca_topic_score_gemma":0.009839612,"teacher_disagreement_score":0.34215793,"about_ca_system_score_codex":0.0000113814585,"about_ca_system_score_gemma":0.000052444542,"threshold_uncertainty_score":0.95777434},"labels":[],"label_agreement":null},{"id":"W7061204705","doi":"","title":"Photosphere Tour Guide","year":2021,"lang":"en","type":"report","venue":"UWSpace (University of Waterloo)","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":"Excellence; Resource (disambiguation); Experiential learning; Technician; Emerging technologies; Virtual reality; George (robot); Gloom; Geologist","score_opus":0.01704376084015294,"score_gpt":0.2376283425410172,"score_spread":0.22058458170086426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061204705","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17274386,0.00022079305,0.00006634848,0.0017129474,0.0003691384,0.00044553075,0.00022269206,0.000036542187,0.82418215],"genre_scores_gemma":[0.003259573,0.00014938867,0.000948888,0.000006351341,0.0001932152,7.4350896e-7,0.00030029545,0.0000208284,0.9951207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809515,0.00006169939,0.00017778693,0.00044352596,0.000872234,0.00034961564],"domain_scores_gemma":[0.9982389,0.000040118655,0.00024023053,0.0006094626,0.0007225034,0.00014879282],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025034504,0.00024136894,0.00050246605,0.00011121172,0.00013729472,0.00003420164,0.0005012508,0.00014709939,0.59003913],"category_scores_gemma":[0.000010914456,0.0002839173,0.00032674242,0.00020010684,0.00010533873,0.000026277796,0.00057695847,0.000359598,0.00016106115],"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":[0.000014914904,0.00013983698,0.0030866223,0.00023535575,0.00029377334,0.00012594093,0.0030603416,0.0000031229465,0.0017301573,0.00011395993,0.8762801,0.11491587],"study_design_scores_gemma":[0.0005432056,0.000062191306,0.0013520768,0.0002088601,0.00013467131,0.0000019551428,0.05564291,0.00004962331,0.0008502761,0.000026947713,0.9407947,0.00033254648],"about_ca_topic_score_codex":0.491905,"about_ca_topic_score_gemma":0.042230863,"teacher_disagreement_score":0.5898781,"about_ca_system_score_codex":0.000042629363,"about_ca_system_score_gemma":0.0012836605,"threshold_uncertainty_score":0.9999613},"labels":[],"label_agreement":null},{"id":"W7061266253","doi":"","title":"Operational Robustness of Drinking Water Treatment Plants with Respect to Turbidity Representing Normal, Severe and Unprecedented Weather Events","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Turbidity; Raw water; Water quality; Water treatment; Precipitation; Surface water; Climate change; Storm","score_opus":0.011549140080675077,"score_gpt":0.22946225635851192,"score_spread":0.21791311627783683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061266253","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":[0.9959609,0.000008736352,0.000013537645,0.00048184698,0.00006333812,0.0005595454,0.00008272657,0.00000979099,0.0028195702],"genre_scores_gemma":[0.4735375,0.000010969346,0.00038397452,0.0000025687948,0.000033490243,0.000005192744,0.0012766268,0.00001732898,0.52473235],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987558,0.00008413941,0.00013405876,0.00036274863,0.00043173885,0.00023148963],"domain_scores_gemma":[0.99939936,0.0000298706,0.00012379394,0.00024587146,0.00011980962,0.00008129755],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012003058,0.00019358237,0.0003121589,0.00021531977,0.0002556783,0.0000198353,0.0002184484,0.000048261678,0.04881927],"category_scores_gemma":[0.0000013553162,0.00016850325,0.00007240885,0.000094182586,0.000027896253,0.0000636705,0.00017779898,0.00013752267,0.000005222698],"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":[0.009981465,0.00279158,0.34766442,0.0011395129,0.004115249,0.00014031681,0.42206988,0.014898663,0.106838085,0.00047162248,0.009112945,0.080776274],"study_design_scores_gemma":[0.009871468,0.0022753885,0.13432567,0.0010538552,0.00067286764,0.000008905371,0.7584905,0.0027685713,0.071476616,0.000043735392,0.017285101,0.0017273468],"about_ca_topic_score_codex":0.06575238,"about_ca_topic_score_gemma":0.025922775,"teacher_disagreement_score":0.5224234,"about_ca_system_score_codex":0.000031853207,"about_ca_system_score_gemma":0.00008315373,"threshold_uncertainty_score":0.99185157},"labels":[],"label_agreement":null},{"id":"W7061311066","doi":"","title":"Planar Open Rectangle-of-Influence Drawings","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Planar graph; Planar; Planar straight-line graph; Vertex (graph theory); Rectangle; Graph; Graph drawing; Line segment","score_opus":0.010303755722858328,"score_gpt":0.20383245776291384,"score_spread":0.1935287020400555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061311066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758863,0.00014914638,0.000008835515,0.00002240642,0.00021935625,0.00016577936,0.000038739905,0.000060672646,0.0017464212],"genre_scores_gemma":[0.9575566,0.00007400162,0.0010066921,0.0000028498284,0.000018868002,3.3819313e-7,0.00016346226,0.000030498082,0.04114667],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999367,0.000013530012,0.000113243856,0.0001438072,0.00014025776,0.00022214914],"domain_scores_gemma":[0.99948204,0.000015748006,0.00010869309,0.0002362361,0.00007660846,0.000080654594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000789634,0.00016312796,0.00033393412,0.00011564087,0.00006440201,0.000017787353,0.00056069414,0.00020277876,0.000102962105],"category_scores_gemma":[0.000004448099,0.00019740281,0.00007646118,0.00015625855,0.00003377102,0.00042152734,0.00004515314,0.00015558687,0.00003269433],"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":[0.0006069323,0.00034044794,0.03614804,0.0037130725,0.0010651287,0.00011751027,0.33854705,0.0051036817,0.5856398,0.0020128558,0.007442389,0.019263098],"study_design_scores_gemma":[0.004825242,0.0006724217,0.5031479,0.0030885453,0.0018074585,0.000021782302,0.27755946,0.01580152,0.17814055,0.0014426204,0.0090308,0.0044617006],"about_ca_topic_score_codex":0.019391902,"about_ca_topic_score_gemma":0.018214967,"teacher_disagreement_score":0.46699983,"about_ca_system_score_codex":0.000052891945,"about_ca_system_score_gemma":0.00002735919,"threshold_uncertainty_score":0.99970007},"labels":[],"label_agreement":null},{"id":"W7061343661","doi":"","title":"Reinforcement Learning for Determining Spread Dynamics of Spatially Spreading Processes with Emphasis on Forest Fires","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Reinforcement learning; Set (abstract data type); Process (computing); Resource (disambiguation); Domain (mathematical analysis); Function (biology); Markov decision process; Markov process; Markov chain","score_opus":0.009672697337612035,"score_gpt":0.22633125133531176,"score_spread":0.21665855399769973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061343661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98851854,0.000005513729,0.0011236519,0.00012092733,0.00005380871,0.0007050169,0.0000344286,0.000017342112,0.009420799],"genre_scores_gemma":[0.7079067,0.000011874398,0.0016295876,0.0000014928331,0.000043538148,0.000005311323,0.0011699337,0.000025230995,0.28920633],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99886024,0.000021283216,0.00017142543,0.00031328338,0.000360998,0.00027279367],"domain_scores_gemma":[0.9986056,0.00014075356,0.00046879766,0.00021717299,0.000500479,0.00006720758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010454014,0.00023080561,0.00036778153,0.00025353333,0.0002181844,0.000025681386,0.00031469043,0.00008664009,0.0044929013],"category_scores_gemma":[0.000023841509,0.00023723162,0.00010545993,0.00015622229,0.00008291125,0.000050419207,0.00006194397,0.00014236044,0.000005412011],"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":[0.006349225,0.0006309009,0.08355523,0.0104752155,0.0014717546,0.000022387809,0.15795565,0.009449531,0.0037790355,0.0018549338,0.0019487441,0.7225074],"study_design_scores_gemma":[0.01160838,0.018324867,0.019786082,0.012728265,0.0018556461,0.0000014106711,0.7218311,0.1356991,0.06341686,0.00030824592,0.011520962,0.0029191312],"about_ca_topic_score_codex":0.029796641,"about_ca_topic_score_gemma":0.14410286,"teacher_disagreement_score":0.7195883,"about_ca_system_score_codex":0.000024063738,"about_ca_system_score_gemma":0.00029348757,"threshold_uncertainty_score":0.9964171},"labels":[],"label_agreement":null},{"id":"W7061472720","doi":"","title":"Phosphorus retention in a bioretention cell: Insights from process-based modelling","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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; University of Waterloo","keywords":"Bioretention; Surface runoff; Stormwater; Groundwater recharge; Biogeochemical cycle; Groundwater; Cycling; Hydrology (agriculture); Soil water","score_opus":0.013270333142339299,"score_gpt":0.2034891107304574,"score_spread":0.1902187775881181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061472720","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":[0.7385796,0.00025492685,0.0030141645,0.0009443566,0.00030521757,0.0015935005,0.00041319613,0.00038644494,0.2545086],"genre_scores_gemma":[0.06131518,0.000036540776,0.0006650178,0.000002279447,0.000040988783,0.0000020436364,0.00029622958,0.00013361234,0.9375081],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989333,0.000044750497,0.00011344686,0.00038254485,0.00031564405,0.00021028967],"domain_scores_gemma":[0.99940616,0.000022023805,0.00018622269,0.0002648851,0.00005593413,0.00006479319],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000056067656,0.00018167666,0.00026928948,0.0004841006,0.000051116633,0.000016790453,0.0002558577,0.00013905155,0.03368991],"category_scores_gemma":[8.736398e-7,0.0002113537,0.0001190381,0.0003258523,0.00006513784,0.000026380943,0.00007828768,0.00019381459,0.00016649775],"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":[0.0018310837,0.0048607984,0.06532974,0.004004205,0.0015015921,0.00062266446,0.11090397,0.018236231,0.020118352,0.0036520353,0.5125121,0.25642726],"study_design_scores_gemma":[0.019522542,0.0008246115,0.0052437806,0.0065926374,0.0008310622,1.2260584e-7,0.24699572,0.47831333,0.0080476245,0.0030347274,0.22673126,0.003862588],"about_ca_topic_score_codex":0.4800471,"about_ca_topic_score_gemma":0.037434664,"teacher_disagreement_score":0.6829995,"about_ca_system_score_codex":0.000018061832,"about_ca_system_score_gemma":0.000098352146,"threshold_uncertainty_score":0.98012966},"labels":[],"label_agreement":null},{"id":"W7061513397","doi":"","title":"Rational Design of Engineered Porous Transition Metal-based Electrocatalysts for Rechargeable Zinc-air Batteries","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"Higher Education Discipline Innovation Project; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canadian Light Source","keywords":"Rational design; Bifunctional; Density functional theory; Mesoporous material; Battery (electricity); Catalysis; Oxygen evolution; Porosity; Hydrogen","score_opus":0.011416374736893692,"score_gpt":0.21284587651412734,"score_spread":0.20142950177723365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061513397","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":[0.932189,0.0001890199,0.056665387,0.004071081,0.00038294098,0.0029952559,0.0010731037,0.00009159368,0.0023426362],"genre_scores_gemma":[0.36555764,0.000012587477,0.008557995,0.000010548566,0.00008179346,0.000023385963,0.012319066,0.000048653204,0.61338836],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989928,0.000047385376,0.0001652835,0.000290058,0.00029191465,0.00021258648],"domain_scores_gemma":[0.9992479,0.00008799162,0.00014349238,0.00018749291,0.00028259328,0.000050542938],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001906076,0.00019301006,0.0003490654,0.00031378702,0.00009391577,0.000014300053,0.00020313823,0.00010252683,0.014129906],"category_scores_gemma":[0.0000039136276,0.00022589881,0.00020406392,0.0001909112,0.000038637696,0.000048829967,0.0000138628275,0.00014099511,0.000019271338],"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":[0.0018166284,0.0004665512,0.00001729237,0.0031635829,0.0010924122,0.000010359843,0.034114867,0.0020112875,0.9126134,0.0027647926,0.025539173,0.016389634],"study_design_scores_gemma":[0.0042106053,0.0014758464,0.00035558132,0.0007735763,0.001733451,7.5845037e-7,0.09990636,0.051552955,0.83063334,0.0015504621,0.006657953,0.0011490829],"about_ca_topic_score_codex":0.008320257,"about_ca_topic_score_gemma":0.0017753242,"teacher_disagreement_score":0.6110457,"about_ca_system_score_codex":0.00001814035,"about_ca_system_score_gemma":0.00030298578,"threshold_uncertainty_score":0.99828345},"labels":[],"label_agreement":null},{"id":"W7061521368","doi":"","title":"Remittances, household food security, and entrepreneurship development: A case study of Mzuzu, Malawi","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermal Analysis in Power Transmission","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":"University of Waterloo","keywords":"Livelihood; Entrepreneurship; Context (archaeology); Investment (military); Developing country; Qualitative research; Food processing","score_opus":0.017222131505242034,"score_gpt":0.196283463872797,"score_spread":0.17906133236755495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061521368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988566,0.00035339,0.0000034003222,0.000008604508,0.00018251108,0.00026600598,0.000033470133,0.00019328504,0.00010272098],"genre_scores_gemma":[0.98340684,0.00016254364,0.00017837953,6.3062373e-7,0.000010621465,7.4348094e-7,0.000087148874,0.00005363747,0.01609947],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988975,0.00004764441,0.00021302227,0.0003361382,0.00028930075,0.0002163925],"domain_scores_gemma":[0.999368,0.00003769527,0.00013780313,0.0002959224,0.00006288879,0.00009765624],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011789752,0.00027112215,0.0004905424,0.0003717986,0.0001058962,0.000012401664,0.00026209187,0.0002205017,0.000040473846],"category_scores_gemma":[0.0000036578253,0.000322786,0.00009356991,0.0003183336,0.000035709447,0.000118360214,0.000055944394,0.0002489259,0.0000051132492],"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":[0.00017037404,0.0002867917,0.00836455,0.002556512,0.0012844201,0.0018714359,0.97652847,0.0017367253,0.0021694272,0.000011042168,0.00019744106,0.0048228395],"study_design_scores_gemma":[0.0017234884,0.000390142,0.009371486,0.000747983,0.00088701514,0.000068651825,0.97809845,0.00044378807,0.007263962,0.00007657007,0.0001716105,0.00075685413],"about_ca_topic_score_codex":0.008125713,"about_ca_topic_score_gemma":0.16268964,"teacher_disagreement_score":0.15456392,"about_ca_system_score_codex":0.0000461615,"about_ca_system_score_gemma":0.000027529566,"threshold_uncertainty_score":0.9999224},"labels":[],"label_agreement":null},{"id":"W7061551954","doi":"","title":"Salinization increases eutrophication symptoms in freshwater urban lakes of North America","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Eutrophication; Soil salinity; Salinity; Water quality; Urbanization; Hypoxia (environmental); Hydrology (agriculture); Stormwater; Impervious surface","score_opus":0.0065825927528670326,"score_gpt":0.19639171974774874,"score_spread":0.1898091269948817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061551954","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":[0.9337856,0.00005023283,0.00010250192,0.001220026,0.00009385158,0.0008824685,0.0010170088,0.00016284201,0.06268542],"genre_scores_gemma":[0.026584873,0.0000493783,0.00025476105,0.0000035736205,0.00005716391,0.0000013909197,0.00051598536,0.00009757191,0.9724353],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916697,0.00006279706,0.00012091941,0.00023145291,0.00024995825,0.00016792874],"domain_scores_gemma":[0.9993387,0.000034297773,0.00022383063,0.00028318798,0.00006972746,0.000050283514],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000051074247,0.00013669279,0.0002831189,0.0004653738,0.000027181326,0.00000700854,0.0002813669,0.000061797546,0.055504937],"category_scores_gemma":[0.0000044592675,0.0001511934,0.00007177847,0.0003639791,0.00013329349,0.000021134638,0.00011866946,0.00010337541,0.00010307341],"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":[0.00009660017,0.00056012894,0.4750033,0.00033595692,0.00031023318,0.000016045513,0.010819823,0.000071012815,0.0006700101,0.00040194902,0.43217102,0.07954392],"study_design_scores_gemma":[0.0038728595,0.0005350367,0.2297549,0.0010576302,0.00029558624,2.08748e-7,0.030065406,0.00238912,0.00032417002,0.000060915885,0.7305274,0.0011167807],"about_ca_topic_score_codex":0.37176406,"about_ca_topic_score_gemma":0.3308999,"teacher_disagreement_score":0.90974987,"about_ca_system_score_codex":0.000009713757,"about_ca_system_score_gemma":0.000050923696,"threshold_uncertainty_score":0.94535846},"labels":[],"label_agreement":null},{"id":"W7061609816","doi":"","title":"A Random Forest in the Great Lakes: Exploring Nutrient Water Quality in the Laurentian Great Lakes Watersheds","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermal Analysis in Power Transmission","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":"Blackberry (Canada)","funders":"","keywords":"Water quality; Hydrology (agriculture); Wetland; Tile drainage; Nutrient; Drainage; Phosphorus; Land cover","score_opus":0.019668956159620117,"score_gpt":0.208519551684271,"score_spread":0.1888505955246509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061609816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970037,0.00020014572,0.00007632405,0.0013660954,0.0002608685,0.00049865467,0.000024284174,0.000084736,0.00048523676],"genre_scores_gemma":[0.99133855,0.0003562517,0.000066387736,0.000027873022,0.00005131531,0.000010163743,0.0010033895,0.00004417586,0.007101914],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997947,0.00035731087,0.00032438574,0.0003867927,0.0005326664,0.0004518614],"domain_scores_gemma":[0.9992146,0.00009466017,0.00007918677,0.00049698923,0.000044995555,0.00006960476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005870855,0.00040277588,0.000633457,0.00033974598,0.00015223998,0.00006171173,0.0010294999,0.00024185798,0.00024546598],"category_scores_gemma":[0.00000857672,0.0002535391,0.00035455998,0.00040233677,0.00007183268,0.0003389308,0.00003891491,0.0006321317,0.00004329506],"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":[0.0008347004,0.00010513465,0.002995556,0.0010985612,0.00024602172,0.00025907808,0.9829471,0.0050797444,0.004904052,0.00012665577,0.0005131701,0.0008902242],"study_design_scores_gemma":[0.007453125,0.0001838377,0.023429139,0.0014377548,0.00088210707,0.000009469738,0.93324435,0.0043858467,0.010257148,0.00055415125,0.016718496,0.0014446024],"about_ca_topic_score_codex":0.008552808,"about_ca_topic_score_gemma":0.21668027,"teacher_disagreement_score":0.20812747,"about_ca_system_score_codex":0.000089749876,"about_ca_system_score_gemma":0.000014012075,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W7061624976","doi":"","title":"School Beverage Contracts &amp; Childhood Obesity: A Case Study","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Power Generation Technologies","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":"University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Viewpoints; Multidisciplinary approach; Childhood obesity; Qualitative research; Focus group; Stakeholder","score_opus":0.008451151503755461,"score_gpt":0.22045147923684966,"score_spread":0.21200032773309418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061624976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99664843,0.00030807496,0.00045956747,0.000023015156,0.00048274753,0.0006876898,0.000038180944,0.0008309735,0.00052134256],"genre_scores_gemma":[0.8765244,0.0001387537,0.004142493,0.0000068869963,0.00004773056,0.000001344831,0.00029120478,0.000068651505,0.118778564],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988057,0.000026573773,0.00019118177,0.00035865334,0.00027709047,0.00034082402],"domain_scores_gemma":[0.99899954,0.000033453103,0.00014755547,0.00054365007,0.00015075931,0.00012504331],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012166206,0.00035891964,0.00048434446,0.00054147514,0.00020320679,0.000027887958,0.00034832163,0.000444699,0.00020410518],"category_scores_gemma":[0.00003468168,0.00046349538,0.00012498599,0.00029360133,0.000043174965,0.000314191,0.000054052045,0.00058930414,0.00013835626],"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":[0.00032761184,0.0031580515,0.008138935,0.0013094369,0.003150915,0.027094139,0.86038464,0.027610809,0.017042853,0.00016847702,0.015026455,0.036587656],"study_design_scores_gemma":[0.002794606,0.00030164808,0.015354022,0.00020276426,0.00037288768,0.0002941096,0.96788424,0.00025330586,0.008534903,0.00014618206,0.0023951246,0.0014662299],"about_ca_topic_score_codex":0.00707009,"about_ca_topic_score_gemma":0.16343373,"teacher_disagreement_score":0.15636365,"about_ca_system_score_codex":0.00016305054,"about_ca_system_score_gemma":0.00004866969,"threshold_uncertainty_score":0.99978167},"labels":[],"label_agreement":null},{"id":"W7061729244","doi":"","title":"Random State Production for Quantum Key Distribution using Weak Coherent Pulse Source","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantum key distribution; Coherent states; Photon; Quantum; Random number generation; Quantum state; State (computer science); Quantum network; Quantum sensor; Quantum optics","score_opus":0.01233388618242178,"score_gpt":0.23455156912839872,"score_spread":0.22221768294597694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061729244","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":[0.9941998,0.00007665667,0.001852907,0.000785847,0.0005949717,0.0013633445,0.00038345114,0.000038877883,0.0007041448],"genre_scores_gemma":[0.11577459,0.000026083535,0.00024244281,9.008437e-7,0.00014671622,0.0000063953776,0.0056972415,0.000030815365,0.8780748],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99872786,0.000055805962,0.00016735271,0.0004318207,0.0003205865,0.00029659976],"domain_scores_gemma":[0.99912757,0.000033048185,0.00020844693,0.00024032217,0.00030759946,0.00008303431],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002130266,0.00022407928,0.00033175133,0.00016160046,0.00023778534,0.000054526645,0.00019908306,0.00008644964,0.007815274],"category_scores_gemma":[0.000008582095,0.00024961567,0.00023129182,0.00018482353,0.000054737808,0.00005107596,0.00006622184,0.00022809244,0.00003564795],"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":[0.008118447,0.001204848,0.0012623924,0.0066174786,0.0019954748,0.000016822694,0.1363215,0.0018196725,0.164069,0.002885736,0.15471467,0.520974],"study_design_scores_gemma":[0.009896629,0.0008721895,0.002928349,0.0022237406,0.0023170586,0.0000019559188,0.60960925,0.09467294,0.030661477,0.002177968,0.24250276,0.0021357022],"about_ca_topic_score_codex":0.057620134,"about_ca_topic_score_gemma":0.01036971,"teacher_disagreement_score":0.8784252,"about_ca_system_score_codex":0.000044588927,"about_ca_system_score_gemma":0.0001601726,"threshold_uncertainty_score":0.9999956},"labels":[],"label_agreement":null},{"id":"W7061762773","doi":"","title":"Rational approximations on smooth rational surfaces","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Rational function; Divisor (algebraic geometry); Rational point; Conjecture; Algebraic number; Algebraic surface; Elliptic rational functions; Variety (cybernetics); Birational geometry; Function field of an algebraic variety","score_opus":0.010924701618981526,"score_gpt":0.2208450620027237,"score_spread":0.20992036038374218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061762773","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":[0.8919066,0.00001231219,0.00005628871,0.0015751667,0.00020315639,0.0005557971,0.00022076965,0.000018876317,0.10545099],"genre_scores_gemma":[0.10404946,0.0000065282193,0.0006168539,0.000007509502,0.000053181633,0.0000019181937,0.0046588234,0.00001283079,0.8905929],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988225,0.000051019164,0.00012569204,0.00029699106,0.0005219563,0.00018184651],"domain_scores_gemma":[0.99916327,0.000081300575,0.00019544402,0.00024847858,0.00024814927,0.0000633766],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000101534446,0.00017754035,0.00023539507,0.00022369222,0.00019875797,0.000034559842,0.0002827534,0.00009344697,0.135484],"category_scores_gemma":[0.00000416686,0.00020301063,0.00013769594,0.00014080168,0.00004747491,0.000054020056,0.00004353376,0.00022021511,0.0004353528],"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":[0.0019474782,0.0031380297,0.017215433,0.0016069413,0.0016777959,0.000020816085,0.13624199,0.004064435,0.051620662,0.28300962,0.25920483,0.24025196],"study_design_scores_gemma":[0.009287276,0.0013580995,0.23016736,0.0010064503,0.0006298607,6.0293905e-7,0.58766514,0.029580774,0.011660521,0.0032087024,0.122391015,0.0030441808],"about_ca_topic_score_codex":0.018745374,"about_ca_topic_score_gemma":0.0066307033,"teacher_disagreement_score":0.7878572,"about_ca_system_score_codex":0.000015189395,"about_ca_system_score_gemma":0.00027020936,"threshold_uncertainty_score":0.98778886},"labels":[],"label_agreement":null},{"id":"W7061865737","doi":"","title":"Retrofitting Tarmac Wastelands: Designing for Social and Ecological Permeability","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Impervious surface; Retrofitting; Metropolitan area; Industrial park; Human settlement; Urban planning; Flood myth; Urban area; Sustainability","score_opus":0.020192792286758753,"score_gpt":0.25092586775240044,"score_spread":0.2307330754656417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061865737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938442,0.000024038862,0.00006054817,0.00064235285,0.00007865481,0.00043250367,0.000059033395,0.000012964756,0.004845699],"genre_scores_gemma":[0.5515091,0.000010951634,0.0029472434,0.000005879271,0.00014111292,0.0000041360445,0.0010871653,0.00001591056,0.44427848],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99902767,0.00007910665,0.00011678221,0.00034392343,0.00018693652,0.00024560472],"domain_scores_gemma":[0.9993369,0.0001201501,0.00014797741,0.0001105667,0.00021712069,0.00006730482],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023599519,0.0001486298,0.000329926,0.00007934851,0.00035863635,0.000031278123,0.00015805977,0.00013072776,0.02220539],"category_scores_gemma":[0.000014866718,0.00017253293,0.0001568697,0.00008317237,0.00006848066,0.000025637522,0.000097973665,0.00021811169,0.000002744997],"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":[0.0014149427,0.00090426876,0.09014145,0.0032524741,0.00093509135,0.000047464502,0.2713977,0.000008741116,0.08748869,0.0029002628,0.021899818,0.5196091],"study_design_scores_gemma":[0.0024987133,0.00032128365,0.078956634,0.00014307773,0.00031311045,3.7923036e-7,0.908074,0.0012887368,0.003843012,0.0003288421,0.0036818967,0.0005502801],"about_ca_topic_score_codex":0.009399018,"about_ca_topic_score_gemma":0.005575679,"teacher_disagreement_score":0.6366763,"about_ca_system_score_codex":0.000013338837,"about_ca_system_score_gemma":0.000109911074,"threshold_uncertainty_score":0.99719745},"labels":[],"label_agreement":null},{"id":"W7061900355","doi":"","title":"Security and Privacy Analysis of Employee Monitoring Applications","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gyrotron and Vacuum Electronics 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":"Blackberry (Canada)","funders":"","keywords":"Certificate; Dashboard; Information privacy; Cloud computing; Software deployment; Work (physics); Data Protection Act 1998; Data security; Asset (computer security)","score_opus":0.014523094825492047,"score_gpt":0.269100426453121,"score_spread":0.25457733162762897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061900355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99909276,0.00007159049,0.000043710857,0.00004896041,0.000027775777,0.00022779632,0.00009928077,0.000021623006,0.0003665337],"genre_scores_gemma":[0.9154159,0.00009645319,0.000099372046,2.0855055e-7,0.000027857406,0.0000025304892,0.00070477324,0.000016702128,0.08363625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916136,0.000031020114,0.00010898844,0.0002667768,0.00021441765,0.00021743878],"domain_scores_gemma":[0.99927783,0.000039467035,0.00016588096,0.00027827543,0.0001627572,0.00007578575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009281574,0.0001360109,0.00039392387,0.00052192283,0.00012840952,0.000014348294,0.0002747143,0.00009140185,0.00014178774],"category_scores_gemma":[0.0000015579752,0.00016555059,0.00021135464,0.00073986547,0.000045857825,0.0000720943,0.00008289841,0.00022764436,0.000012386649],"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":[0.00023126032,0.00042991285,0.6959706,0.0010598665,0.011383645,0.0000050985927,0.24390645,0.00022809133,0.018706908,0.007827689,0.00060179265,0.019648662],"study_design_scores_gemma":[0.0013902091,0.000203013,0.535765,0.00020840018,0.005314575,1.2006498e-7,0.4359626,0.0018448771,0.013327571,0.004047426,0.0010543643,0.00088187767],"about_ca_topic_score_codex":0.032209624,"about_ca_topic_score_gemma":0.0049439734,"teacher_disagreement_score":0.19205612,"about_ca_system_score_codex":0.000027424028,"about_ca_system_score_gemma":0.00007580341,"threshold_uncertainty_score":0.974235},"labels":[],"label_agreement":null},{"id":"W7061904087","doi":"","title":"A Study of the Capabilities of Message-Oriented Middleware Systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Middleware (distributed applications); Flexibility (engineering); Key (lock); Set (abstract data type); Cloud computing; Core (optical fiber); Resource (disambiguation); Database transaction","score_opus":0.013092133961828976,"score_gpt":0.22066521915651888,"score_spread":0.2075730851946899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061904087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947192,0.0000201966,6.954917e-7,0.00011199893,0.00026701644,0.0009782967,0.00013850888,0.000011952677,0.0037521555],"genre_scores_gemma":[0.5287717,0.000002099113,0.0000053434323,2.0847204e-7,0.00000965878,0.0000019176866,0.00008265915,0.0000085489455,0.47111785],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987369,0.00013748082,0.00020077656,0.000223441,0.00053869333,0.0001626784],"domain_scores_gemma":[0.99864167,0.000073991585,0.00037615074,0.00047907792,0.0003912185,0.00003791393],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014781677,0.00015097705,0.00041261315,0.00018903622,0.00010495009,0.0000069742196,0.00047433213,0.000066354,0.005154292],"category_scores_gemma":[0.000007991337,0.00013400309,0.00016421369,0.00033725562,0.0000929817,0.000017960385,0.00016750986,0.00016371372,0.000006083968],"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":[0.00036506815,0.0016892573,0.06445345,0.0035826506,0.0011861402,0.000010771952,0.9038661,0.0001444331,0.005756115,0.0015947976,0.012062489,0.005288706],"study_design_scores_gemma":[0.00069645204,0.00020258482,0.02735468,0.00028334686,0.00014505965,3.4039726e-8,0.97005695,0.000072987685,0.00066058035,0.000011681349,0.00041038322,0.000105244515],"about_ca_topic_score_codex":0.43357578,"about_ca_topic_score_gemma":0.083483644,"teacher_disagreement_score":0.4673657,"about_ca_system_score_codex":0.000009792474,"about_ca_system_score_gemma":0.00011441386,"threshold_uncertainty_score":0.99575514},"labels":[],"label_agreement":null},{"id":"W7061940503","doi":"","title":"Something to soften the blow","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Casual; Representation (politics); Exhibition; Parallels; Patriarchy; Consumption (sociology); Feature (linguistics); Theme (computing)","score_opus":0.012288840948114119,"score_gpt":0.23180038687267052,"score_spread":0.2195115459245564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061940503","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":[0.972281,0.000010218682,0.000010531264,0.0052925223,0.00024065188,0.00044798895,0.00003816031,0.000037515583,0.021641443],"genre_scores_gemma":[0.022298604,0.0000063989687,0.00025403456,0.000015732609,0.00007288947,0.0000017338137,0.00025157028,0.000018334233,0.9770807],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99897766,0.000047428024,0.000087784785,0.00025513722,0.00037580822,0.00025619796],"domain_scores_gemma":[0.9992478,0.00008766876,0.00009890318,0.00033344474,0.00014336321,0.00008885894],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020565827,0.0001461182,0.00021239789,0.00022121407,0.00024597938,0.000035288802,0.0005678696,0.0000697776,0.06258771],"category_scores_gemma":[0.000008506941,0.00013425038,0.00014398339,0.0003224128,0.00003617417,0.000019936399,0.0001714276,0.00027029045,0.0005907302],"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":[0.00016355963,0.00011539646,0.0012367867,0.00025281383,0.00038434486,0.00002221736,0.23224407,0.00003728532,0.009056789,0.0023977952,0.15971169,0.5943772],"study_design_scores_gemma":[0.000635286,0.0001471274,0.017246716,0.00022912593,0.00018439276,1.089596e-7,0.92554593,0.0003845367,0.0018392786,0.0006535161,0.05268085,0.0004531283],"about_ca_topic_score_codex":0.15647116,"about_ca_topic_score_gemma":0.05591541,"teacher_disagreement_score":0.95543927,"about_ca_system_score_codex":0.000008459076,"about_ca_system_score_gemma":0.00009770643,"threshold_uncertainty_score":0.9613117},"labels":[],"label_agreement":null},{"id":"W7061961317","doi":"","title":"Transit-Induced Gentrification in Weston and Mount Dennis: A Mixed-Methods Analysis","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Gentrification; Neighbourhood (mathematics); Mount; Census; Public transport; Public housing; Strengths and weaknesses","score_opus":0.009812310460112406,"score_gpt":0.2659335276416423,"score_spread":0.2561212171815299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061961317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963801,0.00007643595,0.00018205558,0.0005022935,0.00006636843,0.00037746987,0.00004466284,0.000011015311,0.0023595865],"genre_scores_gemma":[0.70861167,0.00006554962,0.0023671389,0.000003704302,0.0000187606,0.000006962541,0.0019013005,0.000017683751,0.28700724],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987136,0.00023845154,0.00015675777,0.00039160525,0.00028947543,0.0002101007],"domain_scores_gemma":[0.99933046,0.00005556016,0.00017793429,0.00027515914,0.000083487364,0.000077417535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034968267,0.00016935532,0.00038871696,0.00081512664,0.00015185279,0.000023309049,0.0002564898,0.000089583205,0.049140647],"category_scores_gemma":[0.000003051256,0.00021500411,0.00016882132,0.00074587314,0.000029504588,0.000035749923,0.000060853206,0.00029095807,0.000005449423],"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":[0.00039555156,0.0004884977,0.014821174,0.00032553935,0.0012955797,0.000024384279,0.15696953,0.00013666136,0.08639144,0.0017949954,0.00047743312,0.7368792],"study_design_scores_gemma":[0.001483156,0.0001730728,0.26140633,0.00004583869,0.0013666867,1.9908332e-7,0.7204533,0.0044643506,0.004112779,0.00008312985,0.0059031523,0.00050796976],"about_ca_topic_score_codex":0.24743584,"about_ca_topic_score_gemma":0.08730277,"teacher_disagreement_score":0.7363712,"about_ca_system_score_codex":0.000039819486,"about_ca_system_score_gemma":0.00009516666,"threshold_uncertainty_score":0.9517286},"labels":[],"label_agreement":null},{"id":"W7061965934","doi":"","title":"Sequential Monte Carlo for Applications in Structural Biology, Financial Time Series and Epidemiology","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermal Analysis in Power Transmission","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":"Particle filter; Markov chain Monte Carlo; Approximate Bayesian computation; Gibbs sampling; Stochastic volatility; Monte Carlo method; Computation; Bayesian probability; Importance sampling; Bayesian inference","score_opus":0.007729217630314103,"score_gpt":0.22299085157708043,"score_spread":0.21526163394676634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061965934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758416,0.0011794487,0.00018284642,0.00016528707,0.00020875265,0.0002954395,0.00023646554,0.0000833781,0.0000642353],"genre_scores_gemma":[0.8291831,0.0007602632,0.00791558,0.00001034593,0.00016213302,0.000013666024,0.0030216682,0.00009772565,0.15883552],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999343,0.000032378837,0.00014411243,0.00025452886,0.000034774956,0.0001912151],"domain_scores_gemma":[0.9996904,0.000052395528,0.000052923326,0.00012498097,0.000035121186,0.000044193872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095506024,0.00018174357,0.0004275955,0.00022499138,0.000066632965,0.0000048612956,0.000158076,0.00034262877,0.00004494638],"category_scores_gemma":[0.000009343601,0.00019342001,0.0001268614,0.00011387968,0.00008191354,0.000090052636,0.0000212731,0.00019714078,0.000006990315],"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":[0.003217035,0.00013736665,0.012575637,0.020073572,0.003684478,0.00009739671,0.53191227,0.06346286,0.26888594,0.027954388,0.009134228,0.058864832],"study_design_scores_gemma":[0.008762278,0.0019251191,0.14251256,0.0037505578,0.007965346,0.000053997523,0.21409285,0.41111735,0.023078013,0.10093886,0.07694288,0.008860191],"about_ca_topic_score_codex":0.003875889,"about_ca_topic_score_gemma":0.020614443,"teacher_disagreement_score":0.3476545,"about_ca_system_score_codex":0.00004978352,"about_ca_system_score_gemma":0.000022716824,"threshold_uncertainty_score":0.9972568},"labels":[],"label_agreement":null},{"id":"W7062002221","doi":"","title":"Side Channel Analysis of a Java-based Contactless Smart Card","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Power Generation 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":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Side channel attack; Smart card; Java Card; Cryptography; Encryption; Client-side; Channel (broadcasting); Server-side; Cryptosystem; Java","score_opus":0.009244107787604613,"score_gpt":0.19358753010740445,"score_spread":0.18434342231979983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062002221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99652886,0.00040673063,0.0015558888,0.000048577724,0.00032481024,0.00016446256,0.00016627264,0.00027823768,0.00052615814],"genre_scores_gemma":[0.967465,0.00008858014,0.0014366752,0.0000028864922,0.000012284754,9.841862e-7,0.0012628091,0.000033556113,0.029697265],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992029,0.000018491792,0.00015355728,0.0001947054,0.00020350401,0.00022684628],"domain_scores_gemma":[0.9991749,0.000030957694,0.00018744072,0.00039242193,0.00016014218,0.000054141696],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006184308,0.00022915735,0.00063472183,0.0009311359,0.000053047122,0.0000053586527,0.00029708163,0.00034496697,0.00009334801],"category_scores_gemma":[0.000009795601,0.00028868276,0.00027991732,0.000580181,0.00005597786,0.00014822323,0.000023587385,0.0001823457,0.000012456876],"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":[0.00050539937,0.0003006296,0.0069053774,0.0034462644,0.013859354,0.000063355394,0.1879253,0.5050497,0.26660463,0.0008008256,0.003477268,0.011061902],"study_design_scores_gemma":[0.0021831454,0.0002376087,0.067294024,0.00045462183,0.01045026,9.4044725e-7,0.27605638,0.065286286,0.5733402,0.00012405451,0.0023800645,0.0021924234],"about_ca_topic_score_codex":0.005056149,"about_ca_topic_score_gemma":0.055854052,"teacher_disagreement_score":0.43976343,"about_ca_system_score_codex":0.00009223723,"about_ca_system_score_gemma":0.000028963645,"threshold_uncertainty_score":0.99995655},"labels":[],"label_agreement":null},{"id":"W7062065074","doi":"","title":"Rethinking Flood Risk Management","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermal Analysis in Power Transmission","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 myth; Flooding (psychology); Flood risk management; Climate change; Risk management; Globe; Natural disaster; Global warming; Emergency management","score_opus":0.005214014680526819,"score_gpt":0.1759286357320053,"score_spread":0.17071462105147847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062065074","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":[0.9856455,0.0006568081,0.00011835154,0.000037669153,0.0006882118,0.00019218419,0.000056082128,0.00031469125,0.012290551],"genre_scores_gemma":[0.23506373,0.0037390701,0.0063793324,0.00000668779,0.000042706342,0.0000013657318,0.0012945362,0.00012558761,0.753347],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99895376,0.000054134394,0.00012577236,0.00027298037,0.00037161878,0.00022173654],"domain_scores_gemma":[0.99942213,0.000014817482,0.000112008296,0.0003561225,0.000030809053,0.000064096355],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014207665,0.00023195762,0.00032656296,0.00033800345,0.00023216043,0.00001209858,0.0005020985,0.0001726658,0.0026575762],"category_scores_gemma":[0.0000014496324,0.00029452363,0.00024508432,0.00025328383,0.000021406562,0.00011022408,0.00005996227,0.0004963447,0.000053651904],"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":[0.00039736167,0.00019405576,0.00055787875,0.004305875,0.0047058025,0.0005981845,0.8157372,0.07508776,0.0048139193,0.0009388639,0.008852913,0.08381019],"study_design_scores_gemma":[0.0039988877,0.00032229105,0.014138793,0.0017024783,0.008528862,0.0000087707085,0.8387156,0.02638877,0.008948352,0.0066191414,0.08683925,0.0037887662],"about_ca_topic_score_codex":0.0043616444,"about_ca_topic_score_gemma":0.007518932,"teacher_disagreement_score":0.75058174,"about_ca_system_score_codex":0.00012405576,"about_ca_system_score_gemma":0.000009004555,"threshold_uncertainty_score":0.9999507},"labels":[],"label_agreement":null},{"id":"W7062079771","doi":"","title":"A structural investigation of novel fungal polyglycine hydrolases","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Gyrotron and Vacuum Electronics Research","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":"Mitacs","keywords":"In silico; Proteases; Docking (animal); Linker; Characterization (materials science); Homology modeling; Cleave; Protein structure","score_opus":0.020414324460009098,"score_gpt":0.24487339174144,"score_spread":0.2244590672814309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062079771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989164,0.000033453885,0.0000090199155,0.00016971296,0.00011786694,0.00021554895,0.00015991702,0.000027730224,0.0003503657],"genre_scores_gemma":[0.7815251,0.0000071100153,0.00014406559,0.0000012615518,0.00004414428,4.9852764e-7,0.0012975576,0.000023637069,0.21695665],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9989433,0.000033657216,0.00014054577,0.00026449378,0.0003204406,0.00029755718],"domain_scores_gemma":[0.99920446,0.00003478178,0.00025794894,0.00022369732,0.00018369674,0.00009540372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008602242,0.00019302424,0.00036089917,0.00030461207,0.00012276859,0.000012689898,0.00030977314,0.000120553974,0.00038533716],"category_scores_gemma":[0.0000035659662,0.00021731181,0.00018760272,0.00030503684,0.00007778403,0.00012966465,0.00005743856,0.00030279264,0.000026826005],"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":[0.0016287727,0.00033272058,0.08520018,0.0018510326,0.0021198322,0.000021375256,0.19863816,0.0007780239,0.6740098,0.019143473,0.005762477,0.0105141625],"study_design_scores_gemma":[0.010985243,0.0015685793,0.2602588,0.0013128478,0.0010394808,0.0000032217417,0.47312573,0.027947035,0.21618798,0.0049974667,0.0003315298,0.002242102],"about_ca_topic_score_codex":0.06222926,"about_ca_topic_score_gemma":0.011286003,"teacher_disagreement_score":0.45782182,"about_ca_system_score_codex":0.00003810387,"about_ca_system_score_gemma":0.00022003401,"threshold_uncertainty_score":0.94401544},"labels":[],"label_agreement":null},{"id":"W7062143764","doi":"","title":"Substance Use and Marginalization Among Youth Living with Mental Health Conditions in Ontario","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Mental health; Substance use; Substance abuse; Population; Mental health law; Psychological intervention; Health care","score_opus":0.01037339015627351,"score_gpt":0.183517295661852,"score_spread":0.17314390550557848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062143764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995107,0.000052641044,0.000012458138,0.000017318236,0.000074687276,0.00017166417,0.000075370546,0.00004161091,0.000043571654],"genre_scores_gemma":[0.9781223,0.00009947107,0.00018222175,0.0000031942147,0.0000022365161,5.591032e-7,0.0011214119,0.000019121506,0.020449508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994811,0.00002154402,0.0000765093,0.00014795063,0.00011813278,0.00015477258],"domain_scores_gemma":[0.9997532,0.000009862362,0.00007085673,0.000092093374,0.000022056145,0.000051943443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048400256,0.00012009446,0.00018669311,0.00015175367,0.00013904422,0.000020803926,0.00007000278,0.000055991386,0.00011280132],"category_scores_gemma":[8.9219344e-7,0.00015119872,0.000021353095,0.0001403423,0.000027928845,0.00036423205,0.0000121803005,0.00018511644,5.4188126e-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":[0.00003460424,0.000043599008,0.57961243,0.00015263596,0.000050774266,0.000013451477,0.4144745,0.0051778965,0.0002189118,0.00006461326,0.00010730778,0.000049290913],"study_design_scores_gemma":[0.00033053855,0.000063120766,0.81079,0.00028345102,0.000029671999,0.0000011376849,0.1841553,0.0040961276,0.000025637399,0.0000038475882,0.00002607184,0.00019507208],"about_ca_topic_score_codex":0.45756462,"about_ca_topic_score_gemma":0.9866937,"teacher_disagreement_score":0.529129,"about_ca_system_score_codex":0.0003580859,"about_ca_system_score_gemma":0.00005059395,"threshold_uncertainty_score":0.61657053},"labels":[],"label_agreement":null},{"id":"W7062160207","doi":"","title":"Statistical Modeling of Fracture Toughness Data","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Fracture toughness; Fracture (geology); Toughness; Pressure vessel; Statistical model; Statistical analysis","score_opus":0.01810123742338996,"score_gpt":0.23832209433981127,"score_spread":0.22022085691642132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062160207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98976064,0.00012222766,0.00920635,0.000016058124,0.00018279339,0.00008251172,0.00029204684,0.000055527726,0.00028182272],"genre_scores_gemma":[0.98338246,0.0001140595,0.007032366,0.0000034335376,0.000033378026,5.4312917e-8,0.0026863217,0.000033189666,0.006714737],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928063,0.0000093968365,0.00013126442,0.00019245855,0.00019838088,0.00018784855],"domain_scores_gemma":[0.9993429,0.000023886223,0.00006409446,0.00041825869,0.00008675674,0.00006407231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008876438,0.00015179903,0.0003055286,0.00011836838,0.00004150734,0.0000078630055,0.00044627683,0.00024695182,0.000087937384],"category_scores_gemma":[0.000007075085,0.0001795501,0.000041506108,0.00011323763,0.000027418246,0.0001932264,0.000051223597,0.0002164914,0.0000075345924],"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":[0.0009810387,0.0005527968,0.0032981187,0.00835391,0.0016064179,0.00045273744,0.16225348,0.7497831,0.026331019,0.0020981664,0.011583469,0.032705728],"study_design_scores_gemma":[0.0003227897,0.000028861801,0.0016501376,0.0001382851,0.00018125524,0.0000010028648,0.030615726,0.9651271,0.0013028989,0.00012495127,0.0002121562,0.00029484884],"about_ca_topic_score_codex":0.008433859,"about_ca_topic_score_gemma":0.016948795,"teacher_disagreement_score":0.21534398,"about_ca_system_score_codex":0.000031721156,"about_ca_system_score_gemma":0.000029271152,"threshold_uncertainty_score":0.99816906},"labels":[],"label_agreement":null},{"id":"W7062190850","doi":"","title":"Targeting novel soil glycosyl hydrolases by combining stable isotope probing and metagenomics","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Stable-isotope probing; Metagenomics; Temperature gradient gel electrophoresis; Alphaproteobacteria; Soil microbiology; Environmental DNA; Soil water; Glycoside hydrolase; Arabinose; Archaea","score_opus":0.007448501480874773,"score_gpt":0.19508121399023537,"score_spread":0.1876327125093606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062190850","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":[0.9914401,0.00010681777,0.00023733158,0.00026678763,0.000087087385,0.0004082921,0.00010453835,0.000022742282,0.0073262947],"genre_scores_gemma":[0.33090433,0.000047642166,0.0011499927,0.000008425056,0.000044393095,0.0000021553353,0.0016398622,0.000035161615,0.66616803],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99881583,0.000044665467,0.00016037516,0.00038705234,0.00025829865,0.00033380272],"domain_scores_gemma":[0.999195,0.00006701331,0.00028283268,0.00020929714,0.00013231042,0.000113577014],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002339606,0.00023890405,0.000411862,0.00015532061,0.00030917476,0.00006514955,0.00028814425,0.00009966743,0.009879816],"category_scores_gemma":[0.0000067693427,0.0002860963,0.00009118124,0.00010700437,0.00005911249,0.0000651811,0.00016261623,0.0002752999,0.000017711222],"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":[0.0005408115,0.0006973737,0.004496773,0.0016798595,0.0009716347,0.000010984784,0.08457776,0.00043807953,0.792698,0.0018272345,0.045261957,0.06679949],"study_design_scores_gemma":[0.009186944,0.00086660666,0.0013069812,0.0010499491,0.001114113,0.0000011155014,0.73820585,0.048803184,0.0578599,0.00025669098,0.13857466,0.0027740381],"about_ca_topic_score_codex":0.08790755,"about_ca_topic_score_gemma":0.005036687,"teacher_disagreement_score":0.7348381,"about_ca_system_score_codex":0.0000129768905,"about_ca_system_score_gemma":0.00008923899,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W7062322018","doi":"","title":"Supporting Inuvialuit Food Sovereignty: Characterizing Culture-Centered Dietary Messages for Healthy, Safe and Culturally Appropriate Diets in the Inuvialuit Settlement Region, Northwest Territories","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Ethnic group; Population; Public health; Quality (philosophy); Poverty; Vulnerability (computing); Human settlement; Culturally appropriate","score_opus":0.017101530451645412,"score_gpt":0.240662874638359,"score_spread":0.22356134418671358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062322018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974196,0.000089099354,0.0000030957099,0.00062899606,0.0003066958,0.00084646273,0.00055518834,0.00001719809,0.00013369706],"genre_scores_gemma":[0.98687524,0.00008475361,0.00018077598,0.000042465846,0.00013743718,0.00002269366,0.006307473,0.000019543018,0.006329635],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986458,0.00007443069,0.00027110535,0.0003636689,0.00025301607,0.00039201623],"domain_scores_gemma":[0.99917185,0.000034411103,0.00047305188,0.00018443438,0.000074958065,0.000061297564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025071637,0.0002746607,0.00038766238,0.00009397077,0.0005662478,0.00005956617,0.0003411548,0.00007897455,0.00010563203],"category_scores_gemma":[0.0000035718356,0.0002464256,0.0001234873,0.000135706,0.00004662027,0.00034197562,0.000098506614,0.0002794038,0.0000013156358],"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":[0.0015738556,0.0002812911,0.22889121,0.0010339611,0.0004968613,0.000017874607,0.7452783,0.000011463509,0.0028552082,0.00061228976,0.0011542025,0.017793473],"study_design_scores_gemma":[0.0039350754,0.001112203,0.42824686,0.00038197712,0.00028010222,0.0000029939158,0.5462339,0.00015189209,0.0023342196,0.0011496786,0.015118262,0.0010528669],"about_ca_topic_score_codex":0.006990277,"about_ca_topic_score_gemma":0.027329577,"teacher_disagreement_score":0.19935563,"about_ca_system_score_codex":0.000064911495,"about_ca_system_score_gemma":0.00008224084,"threshold_uncertainty_score":0.9999988},"labels":[],"label_agreement":null},{"id":"W7062329416","doi":"","title":"Strategic Planning for Membership Growth in Nonprofit Community Sport","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Strategic planning; Grassroots; Order (exchange); Stakeholder; Recreation; Competition (biology); Action (physics); Plan (archaeology); Work (physics); Strategic financial management; Action plan","score_opus":0.031067534723692756,"score_gpt":0.23981399152423863,"score_spread":0.20874645680054588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062329416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98994184,0.000023315073,0.000054422224,0.0000625543,0.00014448924,0.00025749995,0.000055222972,0.000011707486,0.009448927],"genre_scores_gemma":[0.9034344,0.0000025418694,0.0013659266,0.0000032915116,0.00005285047,4.6424765e-7,0.0034304617,0.000025881489,0.09168418],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991432,0.000047358935,0.00014038601,0.00023733012,0.00013416457,0.00029759374],"domain_scores_gemma":[0.9992895,0.00004271987,0.00018421297,0.00020487618,0.00021479269,0.00006390626],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001955091,0.00022665001,0.00046564918,0.00015200817,0.00027383148,0.000024636864,0.00022007877,0.00015376536,0.00014069292],"category_scores_gemma":[0.0000015817726,0.00026027818,0.00019164705,0.0001003635,0.000044111937,0.00011893535,0.00004872772,0.00048787473,0.000005042746],"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":[0.0016345059,0.0011543233,0.07513672,0.0023808498,0.0013567209,0.00022550626,0.78686225,0.0010206241,0.012766782,0.11535732,0.00057428994,0.0015301267],"study_design_scores_gemma":[0.0010560838,0.000097936325,0.0051556574,0.0005167141,0.00016264587,4.2392602e-7,0.97966087,0.00067885756,0.00536847,0.0067910715,0.000050938732,0.00046036],"about_ca_topic_score_codex":0.06541643,"about_ca_topic_score_gemma":0.015622011,"teacher_disagreement_score":0.1927986,"about_ca_system_score_codex":0.000047483038,"about_ca_system_score_gemma":0.00009461103,"threshold_uncertainty_score":0.9999849},"labels":[],"label_agreement":null},{"id":"W7062409383","doi":"","title":"Through the Ups and Downs: Workers' and Families' Experiences with Seasonal Resource Employment in a Prairie Province","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Resource (disambiguation); Work (physics); Agriculture; Focus group; Affect (linguistics); Natural resource","score_opus":0.007855369384292115,"score_gpt":0.1931757837915278,"score_spread":0.18532041440723568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062409383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989709,0.00028021316,0.0000068078807,0.000304503,0.00004138986,0.00022212848,0.000008158539,0.00006592715,0.00009993482],"genre_scores_gemma":[0.9740181,0.0001565601,0.00030511632,0.000008241284,0.000013062238,0.0000039201373,0.000041268602,0.0000246515,0.025429094],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993714,0.000019807267,0.000068450245,0.00019948714,0.00015711042,0.00018372179],"domain_scores_gemma":[0.9997511,0.000033443142,0.000043969063,0.000118813245,0.000019246181,0.000033465523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000577299,0.00015308033,0.00018550685,0.000058894675,0.00010649852,0.000031224256,0.00013290285,0.00009660666,0.000004023373],"category_scores_gemma":[0.0000030852345,0.00012398169,0.00002069021,0.00018245634,0.0001225466,0.00016914665,0.000038707312,0.00015549094,0.000001549368],"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":[0.00024495198,0.0000340563,0.02428733,0.00036719782,0.000115466915,0.00011643542,0.9683318,0.0016195856,0.00028826273,0.000060729224,0.0012835201,0.0032506343],"study_design_scores_gemma":[0.00039734025,0.00008275217,0.037520442,0.0002555897,0.000037643455,0.0000032876812,0.95589954,0.004881493,0.0001418717,0.000016084134,0.00055328006,0.00021065427],"about_ca_topic_score_codex":0.010096497,"about_ca_topic_score_gemma":0.13008806,"teacher_disagreement_score":0.11999156,"about_ca_system_score_codex":0.000035297035,"about_ca_system_score_gemma":0.000033063432,"threshold_uncertainty_score":0.99649537},"labels":[],"label_agreement":null},{"id":"W7062424020","doi":"","title":"Urban Roadside Tree Inventory Using a Mobile Laser Scanning System","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Power Generation Technologies","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":"Tree (set theory); Cluster analysis; Segmentation; Laser scanning; Forest inventory; Euclidean distance; Crown (dentistry); Point (geometry); Change detection","score_opus":0.008480522143623687,"score_gpt":0.1914358325372403,"score_spread":0.18295531039361662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062424020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559647,0.00065642135,0.0006006566,0.000012351795,0.0006909571,0.00027318776,0.000027288906,0.00090417993,0.001238475],"genre_scores_gemma":[0.7485795,0.00014069087,0.0046953172,0.0000023686334,0.00010244294,0.0000034572442,0.0002029904,0.00011636061,0.24615684],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99906635,0.000022736018,0.00015203924,0.0002776547,0.00020139157,0.00027981476],"domain_scores_gemma":[0.9992848,0.000013511631,0.0001607481,0.0003772657,0.000099982455,0.000063681124],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000059171005,0.0002757462,0.0003849435,0.0004177423,0.0001449337,0.000014688654,0.0003367977,0.0003714099,0.000049809816],"category_scores_gemma":[0.000006119169,0.0003125829,0.00013112836,0.00017069835,0.000060284663,0.00029661856,0.000046750483,0.0002011811,0.000048296868],"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":[0.00035588312,0.00011737953,0.003923069,0.0066356044,0.0016848916,0.00046894143,0.22517648,0.16192992,0.52181983,0.0010508354,0.0381191,0.038718067],"study_design_scores_gemma":[0.0022013665,0.00021725606,0.0006400415,0.004065677,0.0005411134,0.000017481689,0.5961494,0.04700323,0.33836523,0.00010367145,0.008333471,0.0023620862],"about_ca_topic_score_codex":0.0012774094,"about_ca_topic_score_gemma":0.0055950214,"teacher_disagreement_score":0.3709729,"about_ca_system_score_codex":0.00039609123,"about_ca_system_score_gemma":0.00004352952,"threshold_uncertainty_score":0.99993265},"labels":[],"label_agreement":null},{"id":"W7062435538","doi":"","title":"Traffic Rule Checking and Validation","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Particle Detector Development and Performance","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":"Blackberry (Canada)","funders":"","keywords":"Key (lock); Cover (algebra); Implementation; Traffic sign; Identification (biology); Speed limit; Limit (mathematics)","score_opus":0.009186739979223032,"score_gpt":0.20380000906160478,"score_spread":0.19461326908238175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062435538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99850637,0.000068049725,0.0000023211842,0.00005391565,0.00018896174,0.0000764572,0.0000135592645,0.000026294278,0.0010640664],"genre_scores_gemma":[0.84253484,0.000014614712,0.000142326,7.2214067e-7,0.000039414783,2.437916e-7,0.00031485662,0.000009727545,0.15694323],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995577,0.000008943973,0.000059507638,0.00016527911,0.000092818686,0.000115805095],"domain_scores_gemma":[0.99978364,0.0000068575523,0.00006934976,0.000073859715,0.00003091909,0.00003537889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050901854,0.00010889022,0.00014387052,0.00009309613,0.00009147807,0.000025203411,0.00007803588,0.000057841098,0.00028604292],"category_scores_gemma":[3.8518388e-7,0.00012592656,0.000052773066,0.00008871227,0.000019758334,0.0001370822,0.000019282103,0.000114569346,0.000078521494],"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":[0.0002724621,0.0001345394,0.027131315,0.0015717008,0.00080106873,0.000021275637,0.70811534,0.00026809442,0.04117518,0.0012636939,0.0025826958,0.21666265],"study_design_scores_gemma":[0.0030385966,0.00022618243,0.1575355,0.00202933,0.0013207761,0.0000023849275,0.57955086,0.014283143,0.22928867,0.002204313,0.007998306,0.0025219144],"about_ca_topic_score_codex":0.0017492108,"about_ca_topic_score_gemma":0.0006470007,"teacher_disagreement_score":0.21414073,"about_ca_system_score_codex":0.00001237093,"about_ca_system_score_gemma":0.000031613672,"threshold_uncertainty_score":0.5135136},"labels":[],"label_agreement":null},{"id":"W7062530402","doi":"","title":"Topics in weak gravitational lensing","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Weak gravitational lensing; Gravitational lens; Gravitational lensing formalism; Galaxy; Strong gravitational lensing; Halo; Galaxy cluster; Cosmology","score_opus":0.010093990747584821,"score_gpt":0.2287224126362359,"score_spread":0.2186284218886511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062530402","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":[0.94705415,0.00002034481,0.0000021271185,0.000975457,0.00014815184,0.00020875751,0.000038670227,0.0000073899796,0.051544927],"genre_scores_gemma":[0.03720369,0.0000051124634,0.00038832182,0.0000036584663,0.00003615608,8.4478563e-7,0.0013031147,0.000008829015,0.9610503],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9991636,0.000049731774,0.00009615093,0.00020927635,0.0003141145,0.0001670699],"domain_scores_gemma":[0.99959797,0.000029036075,0.00010627432,0.00015113963,0.00007672874,0.000038828424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000092115326,0.00010976864,0.0001880339,0.0002631612,0.000119802666,0.000011983662,0.00021686994,0.000047916707,0.15760836],"category_scores_gemma":[0.0000025105196,0.00014709313,0.00008976599,0.00017918726,0.000026719988,0.000025155696,0.00008226037,0.00026426735,0.000021421818],"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":[0.0004843054,0.00072909135,0.066742346,0.00056229124,0.00027474106,0.00005642719,0.2472593,0.0001389402,0.008806206,0.02488468,0.04204121,0.6080205],"study_design_scores_gemma":[0.0011283552,0.0001036979,0.087372474,0.00009038928,0.00005110354,1.8429611e-7,0.831787,0.00027842342,0.00028690684,0.0006613322,0.07789691,0.00034325785],"about_ca_topic_score_codex":0.12765947,"about_ca_topic_score_gemma":0.07258725,"teacher_disagreement_score":0.9098505,"about_ca_system_score_codex":0.00002014522,"about_ca_system_score_gemma":0.0001354005,"threshold_uncertainty_score":0.94433564},"labels":[],"label_agreement":null},{"id":"W7062552075","doi":"","title":"Understanding the Benefits of Community-Focused and Affordable Housing Projects from a 3-Pillar Perspective: An Impact Measurement Framework","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Affordable housing; Government (linguistics); Core (optical fiber); Resource (disambiguation); Corporation; Economic shortage; Public housing; Value (mathematics)","score_opus":0.09259283317778104,"score_gpt":0.2818071281864737,"score_spread":0.18921429500869263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062552075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99720484,0.00008615831,0.000113741015,0.00044884908,0.000067084286,0.0005672503,0.00012544534,0.000025394918,0.0013612161],"genre_scores_gemma":[0.9908454,0.00003890424,0.00032545198,0.0000023065147,0.00003751587,0.0000012102815,0.00020583086,0.000027783675,0.008515633],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985563,0.000252867,0.00012591458,0.00021879078,0.000584951,0.00026116712],"domain_scores_gemma":[0.9986791,0.0001748507,0.000254828,0.00046191044,0.00034293617,0.00008639232],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004938609,0.00021943182,0.00036265384,0.0002312608,0.00051966804,0.00005634427,0.00040951365,0.00012098022,0.0026588617],"category_scores_gemma":[0.0000209948,0.00019694472,0.00013046325,0.00031591085,0.000121459234,0.000059537873,0.00015626673,0.00054255093,0.0000033608405],"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":[0.00061138556,0.00043456478,0.008655699,0.0003382202,0.0011314484,0.0000040693903,0.95370704,0.0002012864,0.0078528365,0.005455919,0.0011247431,0.020482766],"study_design_scores_gemma":[0.0006051186,0.00028222063,0.028076917,0.00045842823,0.00018536735,5.1335988e-8,0.96610826,0.0002900201,0.00069067517,0.0030791683,0.000020636944,0.00020311808],"about_ca_topic_score_codex":0.48950797,"about_ca_topic_score_gemma":0.13686757,"teacher_disagreement_score":0.3526404,"about_ca_system_score_codex":0.00010730987,"about_ca_system_score_gemma":0.0002024241,"threshold_uncertainty_score":0.99825287},"labels":[],"label_agreement":null},{"id":"W7062586366","doi":"","title":"Utilizing Indigenous Conservation in Canada to Strengthen Contributions to Environmental Targets and Reconciliation Goals","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"University of Waterloo","funders":"Natural Resources Canada; Environment and Climate Change Canada; University of Waterloo; University of Notre Dame Australia","keywords":"Safeguarding; Indigenous; Stewardship (theology); Environmental stewardship; Variety (cybernetics); Welfare; Work (physics)","score_opus":0.009736176781998727,"score_gpt":0.2121571824838017,"score_spread":0.20242100570180296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062586366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963466,0.000013821552,0.0000039774195,0.0015923065,0.00008893675,0.0007403311,0.0007254256,0.000008160586,0.00048043655],"genre_scores_gemma":[0.8511727,0.000017509612,0.00012050983,0.00002353618,0.000018565937,0.000005681642,0.0019459017,0.000012385631,0.14668325],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99906456,0.000045367062,0.00013979764,0.0002600254,0.00024915775,0.00024105785],"domain_scores_gemma":[0.99950945,0.00006194364,0.00009899374,0.000134689,0.000062314255,0.00013260134],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011972725,0.00013148531,0.00022270989,0.00023302624,0.00013237708,0.000014553469,0.00013952366,0.00005308707,0.0048706243],"category_scores_gemma":[0.000012368347,0.00017436594,0.000029707779,0.00018104321,0.000012452308,0.000028038628,0.000073049196,0.00013163053,0.000031541902],"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":[0.00050587795,0.00023485534,0.27907872,0.00029194506,0.00029381554,0.000055406177,0.3017528,0.00037661128,0.034226228,0.00033681665,0.02241318,0.36043373],"study_design_scores_gemma":[0.00080931955,0.00010964957,0.4960562,0.00014157423,0.000042048072,9.1047355e-8,0.49574935,0.00056810153,0.0016495055,0.000036233723,0.0045085237,0.00032941528],"about_ca_topic_score_codex":0.9919536,"about_ca_topic_score_gemma":0.9965829,"teacher_disagreement_score":0.3601043,"about_ca_system_score_codex":0.00020389618,"about_ca_system_score_gemma":0.0005430948,"threshold_uncertainty_score":0.99603903},"labels":[],"label_agreement":null},{"id":"W7062619482","doi":"","title":"Welcome to the [Growth] Machine: An Analysis of Heritage Conservation in the Intensifying City","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Valuation (finance); Industrial heritage; Cultural heritage management; Cultural heritage; Intervention (counseling); Adaptive reuse","score_opus":0.014879545302018371,"score_gpt":0.2427697594838926,"score_spread":0.22789021418187422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062619482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907314,0.000011015174,0.000019775956,0.0056454553,0.00007046575,0.0004424481,0.00013232585,0.0000056928607,0.00294143],"genre_scores_gemma":[0.9151461,0.0000060375487,0.00009758208,0.00005335482,0.000017661498,0.0000035342703,0.0014182448,0.0000072531516,0.083250195],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987951,0.00023548718,0.00015166373,0.00023289751,0.00042707621,0.00015780282],"domain_scores_gemma":[0.9990763,0.000102377635,0.0001880275,0.00040456437,0.00019096956,0.00003775344],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005033251,0.00012797202,0.00030597587,0.0004754106,0.00019559586,0.00002248363,0.0007189663,0.000040693398,0.03562536],"category_scores_gemma":[0.000011343848,0.000105259685,0.00017409465,0.00109611,0.000042202446,0.000035956215,0.00013395034,0.0002974827,0.000003314536],"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":[0.00073294196,0.00076729525,0.30248836,0.00027487238,0.0015903506,0.000025513695,0.63712835,0.0005868915,0.004832893,0.0058757216,0.008677991,0.037018817],"study_design_scores_gemma":[0.00028822257,0.00011345222,0.3055377,0.00002103203,0.00040284573,5.7852287e-8,0.6854733,0.005076048,0.00009522777,0.000040116414,0.0028096093,0.00014239723],"about_ca_topic_score_codex":0.49210134,"about_ca_topic_score_gemma":0.41217518,"teacher_disagreement_score":0.080308765,"about_ca_system_score_codex":0.000016357699,"about_ca_system_score_gemma":0.00005869619,"threshold_uncertainty_score":0.9652562},"labels":[],"label_agreement":null},{"id":"W7062645935","doi":"","title":"Towards Photonic Chip Integration of an Oscillating Photonic Bell State from a Semiconductor Quantum Dot","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Quantum dot; Quantum technology; Quantum sensor; Quantum imaging; Photon; Quantum network; Photon entanglement; Quantum information science; Quantum entanglement","score_opus":0.012178545696017631,"score_gpt":0.21214316318008838,"score_spread":0.19996461748407074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062645935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981328,0.00032434484,0.00001375356,0.000014739227,0.00060556416,0.00022177352,0.0003304794,0.0001787768,0.00017771666],"genre_scores_gemma":[0.99050105,0.0002174397,0.0010132869,0.0000022350619,0.00003007406,6.758865e-7,0.0010504272,0.00006039895,0.0071244347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988965,0.000032333835,0.00023090177,0.0003322807,0.00024532794,0.0002626595],"domain_scores_gemma":[0.9993043,0.000019810981,0.00015653763,0.00031310302,0.000109590415,0.00009665493],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000102051796,0.00029260656,0.00046697457,0.0002443014,0.000068561545,0.000036623387,0.000294392,0.0002501723,0.00012877463],"category_scores_gemma":[0.0000065632626,0.00032855436,0.00016222002,0.000263047,0.000043185708,0.00034393786,0.000038243146,0.0003616147,0.000023099152],"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":[0.000069531656,0.000037510854,0.00007820289,0.00043480317,0.00018813538,0.00002093855,0.0921739,0.0016538198,0.9022516,0.000037875016,0.000059557406,0.0029941192],"study_design_scores_gemma":[0.0006312382,0.00020987893,0.002616954,0.0007570744,0.00036763708,0.0000019654442,0.09360519,0.37652108,0.5236349,0.00091206393,0.000071681556,0.0006703463],"about_ca_topic_score_codex":0.05215857,"about_ca_topic_score_gemma":0.082961,"teacher_disagreement_score":0.37861672,"about_ca_system_score_codex":0.00015951744,"about_ca_system_score_gemma":0.000092027505,"threshold_uncertainty_score":0.9999167},"labels":[],"label_agreement":null},{"id":"W7062676065","doi":"","title":"THE USE OF ENVIRONMENTAL DNA TO CHARACTERIZE FISH ASSEMBLAGES IN TEMPERATE ESTUARIES OF VARYING LEVELS OF NUTRIENT IMPACT","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Estuary; Eutrophication; Nutrient; Temperate climate; Abundance (ecology); Relative species abundance; Coastal fish","score_opus":0.020972006560161148,"score_gpt":0.23223324566698136,"score_spread":0.2112612391068202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062676065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797595,0.000010496015,0.0000021587896,0.00028719747,0.00005352013,0.0004853346,0.00098773,0.0000025314587,0.00019507605],"genre_scores_gemma":[0.9398749,0.000036105852,0.00006107001,0.0000020063621,0.0000064819305,0.0000020513542,0.00036320003,0.000010424345,0.059643775],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988379,0.00010643298,0.000241121,0.00020501163,0.00041024562,0.00019930846],"domain_scores_gemma":[0.99907726,0.00013391729,0.00038132505,0.00029429584,0.0000589935,0.00005423646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016939885,0.00016100786,0.00039489384,0.00023883175,0.000114192335,0.000014972924,0.0003570245,0.000049267786,0.020570546],"category_scores_gemma":[0.000008302664,0.00015398607,0.00016667976,0.00018659815,0.000087900946,0.000060915398,0.00022019556,0.00017123572,0.0000014877184],"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":[0.0009364259,0.00059157016,0.034618873,0.00028302046,0.0003171937,0.0000061629116,0.07826513,0.00010564627,0.85537165,0.00017251611,0.0008547265,0.028477078],"study_design_scores_gemma":[0.0009971912,0.00045639748,0.7629497,0.00018684327,0.00007787362,1.1779753e-7,0.16509604,0.00011629423,0.068370566,0.0000139738795,0.0015006653,0.00023432044],"about_ca_topic_score_codex":0.05788097,"about_ca_topic_score_gemma":0.0048937853,"teacher_disagreement_score":0.7870011,"about_ca_system_score_codex":0.00002886497,"about_ca_system_score_gemma":0.00010899292,"threshold_uncertainty_score":0.9803248},"labels":[],"label_agreement":null},{"id":"W7062693707","doi":"","title":"Understanding Young Carers and their Leisure (UYCL): A Critical Participatory Action Research (CPAR) Initiative","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Participatory action research; Conceptualization; General partnership; Action (physics); Action research; Qualitative research; Citizen journalism; Recreation; Photovoice","score_opus":0.1658131784102482,"score_gpt":0.31894181818813166,"score_spread":0.15312863977788346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062693707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592334,0.00049588236,0.0011796247,0.00026822984,0.0005767485,0.00024325882,0.00008618375,0.0003648655,0.0008618837],"genre_scores_gemma":[0.9913586,0.00050259614,0.00037641838,0.0000019297447,0.000021340595,0.000004332294,0.00019965088,0.00004072339,0.007494422],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988998,0.00011417452,0.00010319054,0.00028554714,0.00027559447,0.00032170533],"domain_scores_gemma":[0.9993953,0.00014861507,0.00004871642,0.00021542382,0.00012469846,0.000067260175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021390199,0.00019685655,0.00028240928,0.00048682134,0.0004830042,0.000026708774,0.00019636362,0.0002687957,0.00017496916],"category_scores_gemma":[0.000054889086,0.0002422089,0.00006074461,0.00030330103,0.00024069918,0.00031941192,0.0000830739,0.00075160246,0.0000050788467],"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":[0.0003012629,0.00010440744,0.0017372463,0.0021240355,0.0006084735,0.00011220597,0.92454153,0.007945894,0.038286302,0.012644462,0.008863894,0.0027303016],"study_design_scores_gemma":[0.0002322827,0.00010912445,0.000572252,0.000083676,0.00004214031,0.0000026390235,0.9842507,0.002329253,0.009746484,0.0018443011,0.0005128813,0.00027422892],"about_ca_topic_score_codex":0.000927723,"about_ca_topic_score_gemma":0.018747505,"teacher_disagreement_score":0.05970922,"about_ca_system_score_codex":0.00057686045,"about_ca_system_score_gemma":0.00005578147,"threshold_uncertainty_score":0.9991578},"labels":[],"label_agreement":null},{"id":"W7062753634","doi":"","title":"Understanding the Dynamics of Informal, Community-Based Care Among LGBTQ2+ Young Adults in Southwestern Ontario","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Young adult; Health care; Qualitative research; Compromise; Public health; Health services research; MEDLINE","score_opus":0.017269217328505677,"score_gpt":0.21232928629348619,"score_spread":0.19506006896498052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062753634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98205537,0.0000056352196,0.000034278062,0.00011430558,0.00009411987,0.0004965671,0.00015877922,0.000008518915,0.017032417],"genre_scores_gemma":[0.8497821,0.0000016853462,0.00003022433,0.0000024474734,0.0000046358755,0.0000019678637,0.0035691946,0.0000112985535,0.14659643],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885213,0.00015705511,0.00018382128,0.00015128723,0.0004215989,0.00023412389],"domain_scores_gemma":[0.99901783,0.00008208274,0.00031331708,0.00041515115,0.00012447673,0.00004715083],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021124132,0.00018354891,0.00029504026,0.0003211231,0.00040935673,0.000023593819,0.00066508166,0.0000843012,0.021399368],"category_scores_gemma":[0.0000018931269,0.00019332506,0.0001563266,0.00023533765,0.00012140789,0.000052073603,0.00021370802,0.000899732,0.000002624999],"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":[0.00034822404,0.0001266083,0.36648118,0.00053057884,0.00007743037,0.000005593416,0.6284404,0.0003675855,0.000024698536,0.00054736785,0.00010942278,0.0029409342],"study_design_scores_gemma":[0.0010505427,0.00012950492,0.12006567,0.00020307644,0.000054840646,4.280084e-8,0.876853,0.0013234136,0.000019317991,0.000021140948,0.00012202678,0.00015745139],"about_ca_topic_score_codex":0.94204044,"about_ca_topic_score_gemma":0.99395734,"teacher_disagreement_score":0.2484126,"about_ca_system_score_codex":0.00020444643,"about_ca_system_score_gemma":0.00036475484,"threshold_uncertainty_score":0.9794952},"labels":[],"label_agreement":null},{"id":"W7062775429","doi":"","title":"Understanding the Impact of COVID-19 on the Livelihood Resilience of Small-Scale Fisheries: A Comparative Analysis","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Livelihood; Vulnerability (computing); Food security; Resilience (materials science); Psychological resilience; Adaptive capacity; General partnership; Stressor; Adaptability","score_opus":0.06611579777113163,"score_gpt":0.28980188712512456,"score_spread":0.22368608935399292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062775429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988213,0.0000073816755,0.00026790737,0.0012400664,0.000024704868,0.00046860302,0.00020341219,0.00000901997,0.009565878],"genre_scores_gemma":[0.86753637,0.000013602153,0.000032634918,0.000002607739,0.00000843717,0.0000014675845,0.00018860275,0.0000059504678,0.13221036],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988113,0.00018505225,0.00016775812,0.00024496025,0.00039661623,0.00019430369],"domain_scores_gemma":[0.9983374,0.00055461074,0.00043193964,0.0004226421,0.00017408875,0.00007933505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003087636,0.00017380233,0.0004544148,0.00032361064,0.00026170604,0.000018563822,0.00061592157,0.0000618637,0.018903049],"category_scores_gemma":[0.000018029683,0.000119164186,0.00045469945,0.0010148312,0.00027154756,0.00001922231,0.0001037563,0.00022448777,0.000009181207],"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":[0.0012639356,0.0004445551,0.034940153,0.00038712434,0.0054228264,0.000006715582,0.9167707,0.0061062686,0.004494363,0.003820948,0.024781607,0.0015608119],"study_design_scores_gemma":[0.0003472131,0.0003585687,0.032912567,0.00007693235,0.00046334302,2.754909e-8,0.96202606,0.0028346349,0.00047773722,0.00032505274,0.000045668156,0.00013221038],"about_ca_topic_score_codex":0.24447505,"about_ca_topic_score_gemma":0.10942612,"teacher_disagreement_score":0.13504894,"about_ca_system_score_codex":0.00005326381,"about_ca_system_score_gemma":0.000324096,"threshold_uncertainty_score":0.9819938},"labels":[],"label_agreement":null},{"id":"W7062849430","doi":"","title":"The water and energy balance of Lake Miwasin: a pilot-scale oil sands pit lake","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Suncor Energy Incorporated","keywords":"Oil sands; Hydrology (agriculture); Groundwater; Water balance; Tailings; Surface water; Energy balance; Water table; Spring (device)","score_opus":0.004833629218207188,"score_gpt":0.16953577882402324,"score_spread":0.16470214960581606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062849430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99793816,0.00045622504,0.000006083808,0.00018247112,0.00034362238,0.00002586867,0.00007561878,0.00006948504,0.0009024396],"genre_scores_gemma":[0.7200141,0.0015990163,0.000101261874,0.0000046683576,0.00003790232,6.8680805e-7,0.00031434,0.000037593836,0.2778904],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993133,0.000014762679,0.000117461095,0.00017700806,0.00014782994,0.00022961658],"domain_scores_gemma":[0.99961925,0.000019747085,0.000041182888,0.00020458405,0.000058569727,0.000056647244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006989256,0.00017866661,0.00026319668,0.00008435057,0.00010368121,0.00003104372,0.00020237057,0.0001353606,0.00004292003],"category_scores_gemma":[0.0000013988306,0.00012865794,0.0000778225,0.00010102619,0.00007536211,0.0001018808,0.000045526733,0.00014541374,0.000008504996],"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":[0.0015353125,0.00045491694,0.010032734,0.010931933,0.002679609,0.00035152322,0.35358477,0.004256681,0.46815103,0.0022497978,0.01871292,0.12705876],"study_design_scores_gemma":[0.006396204,0.0016645243,0.03943598,0.0034858198,0.0026372194,0.00005567625,0.21370308,0.1759623,0.2160338,0.0020971876,0.3338113,0.004716902],"about_ca_topic_score_codex":0.0016668199,"about_ca_topic_score_gemma":0.31872323,"teacher_disagreement_score":0.31705642,"about_ca_system_score_codex":0.000017280805,"about_ca_system_score_gemma":0.000013926634,"threshold_uncertainty_score":0.6937083},"labels":[],"label_agreement":null},{"id":"W7062896347","doi":"","title":"Wet Weather Performance of an Extensive Vegetated Roof in Waterloo, Ontario","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Power Generation 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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Roof; Green roof; Surface runoff; Hydrology (agriculture); Precipitation; Stormwater; Storm; Water quality","score_opus":0.0069850527284464935,"score_gpt":0.17783552185924825,"score_spread":0.17085046913080176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062896347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99865764,0.0001723863,0.000011051968,0.000018856228,0.00025407018,0.0002335887,0.00001768124,0.00021185409,0.0004228635],"genre_scores_gemma":[0.8238911,0.0005474137,0.004039758,0.0000028189586,0.0000109845005,0.0000012600002,0.000531095,0.0000546685,0.1709209],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902356,0.000018875096,0.00020589874,0.00028138614,0.00020416765,0.00026612522],"domain_scores_gemma":[0.9992271,0.000009744521,0.0001477411,0.00039995342,0.00016945244,0.000045996476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000045451055,0.00028443272,0.0004996351,0.0005238798,0.000060074275,0.0000051950583,0.00036899323,0.0003931637,0.00012597431],"category_scores_gemma":[0.00000463499,0.00034158002,0.00008591389,0.00023751598,0.00009010528,0.0004073536,0.000032455904,0.00037436743,0.000021194439],"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":[0.00064716,0.00025455435,0.0073980656,0.001314021,0.0003838727,0.00025963847,0.718048,0.15482154,0.103450164,0.00006333788,0.00090128824,0.012458373],"study_design_scores_gemma":[0.0034526703,0.0011060546,0.093147084,0.001115495,0.00020918058,0.000026358714,0.23604684,0.025314983,0.6355982,0.00017982382,0.0017227974,0.0020805185],"about_ca_topic_score_codex":0.04429294,"about_ca_topic_score_gemma":0.5923723,"teacher_disagreement_score":0.5480794,"about_ca_system_score_codex":0.00021927113,"about_ca_system_score_gemma":0.00006846439,"threshold_uncertainty_score":0.9999036},"labels":[],"label_agreement":null},{"id":"W7062916413","doi":"","title":"The Walk Home: Re-imagining the Ontario Greenbelt’s Commuter Rail Communities","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Urban sprawl; Boundary (topology); Work (physics); Pedestrian; Human settlement; Urban planning","score_opus":0.011118600570824949,"score_gpt":0.18663390213604483,"score_spread":0.17551530156521988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062916413","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":[0.98648816,0.0022638682,0.00018842056,0.002400677,0.0014185045,0.00029675566,0.0000341889,0.0005552712,0.0063541424],"genre_scores_gemma":[0.23411934,0.002212385,0.0030394895,0.000043267253,0.000051087358,0.0000041326284,0.0009641755,0.00008461593,0.7594815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99909467,0.000072441966,0.00015261456,0.00014734722,0.0002448217,0.00028811203],"domain_scores_gemma":[0.9985986,0.00015036356,0.00013008859,0.0009228444,0.00016748963,0.000030642932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014122653,0.00027675024,0.00031855746,0.00011807417,0.0008231558,0.00008607636,0.0010765201,0.00024038099,0.00020446084],"category_scores_gemma":[0.0000080966065,0.00023133414,0.00014679422,0.00017388492,0.00025064813,0.0002269788,0.00018399372,0.0009253,0.000022656139],"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":[0.000060237435,0.00002304132,0.00038516326,0.00020627554,0.00050535135,0.00003658653,0.9607213,0.004348837,0.00086076086,0.0009860041,0.014840126,0.017026283],"study_design_scores_gemma":[0.00030361902,0.000031150506,0.0011749313,0.0001627328,0.00009442362,0.0000037706575,0.9236409,0.0007586353,0.002745293,0.0003458852,0.07037236,0.00036628163],"about_ca_topic_score_codex":0.12216715,"about_ca_topic_score_gemma":0.9407926,"teacher_disagreement_score":0.81862545,"about_ca_system_score_codex":0.00020531999,"about_ca_system_score_gemma":0.00006783333,"threshold_uncertainty_score":0.94335324},"labels":[],"label_agreement":null},{"id":"W7062932084","doi":"","title":"What Happens After The Mine?: A critique of approaches to the design, remediation, and perpetual care of post-extraction landscapes in Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Perpetuity; Harm; Government (linguistics); Land reclamation; Natural resource; Contaminated land; Environmental remediation; Sustainability","score_opus":0.013760364766711398,"score_gpt":0.19304663805408032,"score_spread":0.17928627328736893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062932084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987381,0.000166383,0.0000048200845,0.0006480676,0.00010220374,0.0002500479,0.00005603869,0.0000013927797,0.000032911757],"genre_scores_gemma":[0.9970147,0.000026105748,0.00006617633,0.000005638044,0.000013872264,0.000004377781,0.00017879295,0.0000052086516,0.0026851431],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994908,0.000056002897,0.000092986535,0.00011366784,0.00015118078,0.000095344396],"domain_scores_gemma":[0.9996333,0.000048713213,0.00011778157,0.00010366182,0.00007525102,0.000021300231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009649826,0.0000871038,0.00014774749,0.000061516854,0.000080303544,0.000009032526,0.00013230788,0.000025228659,0.00013406113],"category_scores_gemma":[0.000002411029,0.00007023547,0.000031373867,0.0001102872,0.00001656196,0.00014802387,0.000029397646,0.00010815984,4.7447483e-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":[0.00069577736,0.000040698393,0.1462888,0.00025712702,0.000117483505,0.0000034571497,0.8408011,0.0010213389,0.002012272,0.00005917794,0.00033706718,0.008365656],"study_design_scores_gemma":[0.00018879033,0.000041071613,0.25684938,0.000061033345,0.00003853768,2.1046093e-7,0.7372177,0.00026105953,0.004967872,0.0000069090725,0.00027403006,0.00009338205],"about_ca_topic_score_codex":0.743296,"about_ca_topic_score_gemma":0.9676384,"teacher_disagreement_score":0.22434238,"about_ca_system_score_codex":0.00004414498,"about_ca_system_score_gemma":0.00025982657,"threshold_uncertainty_score":0.2864119},"labels":[],"label_agreement":null},{"id":"W7063087701","doi":"","title":"Website Fingerprinting on LEO Satellite Internet","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Testbed; Anonymity; The Internet; Software deployment; Overhead (engineering); Bandwidth (computing); Internet traffic; Encryption","score_opus":0.007917100589847471,"score_gpt":0.18914066681895733,"score_spread":0.18122356622910987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063087701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931564,0.00029511604,0.0000111351255,0.00005016158,0.00077205914,0.00009117506,0.000015092562,0.0002538945,0.0053550024],"genre_scores_gemma":[0.7311052,0.00023390476,0.00033401197,0.0000054884426,0.00005278898,2.2736194e-7,0.00016223201,0.0000485315,0.2680576],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922585,0.00001164278,0.00012731824,0.00024259085,0.00016345269,0.00022916449],"domain_scores_gemma":[0.99961466,0.000018975716,0.000059420287,0.00020171843,0.000039860064,0.0000653475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007006872,0.00021769882,0.00030115628,0.0002154596,0.000039807663,0.000041248986,0.00023262708,0.00021978741,0.0001203443],"category_scores_gemma":[0.000003986713,0.0002550816,0.00015122595,0.00015984877,0.000019634454,0.000116593306,0.000035300487,0.0003488944,0.00045504014],"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":[0.00065752637,0.00023773909,0.0049092015,0.010162993,0.002350623,0.0011707796,0.58364534,0.018520102,0.122352004,0.004667093,0.017971091,0.23335549],"study_design_scores_gemma":[0.0028282935,0.0008224457,0.070703514,0.009684949,0.00178985,0.000020501626,0.27164087,0.40578908,0.15773344,0.0015083296,0.07189301,0.0055857184],"about_ca_topic_score_codex":0.0033819745,"about_ca_topic_score_gemma":0.015738977,"teacher_disagreement_score":0.387269,"about_ca_system_score_codex":0.00006796144,"about_ca_system_score_gemma":0.000016012526,"threshold_uncertainty_score":0.99999017},"labels":[],"label_agreement":null},{"id":"W7063160055","doi":"","title":"Widening the View: A Standardized Approach to Capturing Family Members’ Perspectives on Quality of Life in Long-term Care","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Delphi method; Long-term care; Quality of life (healthcare); Family member; Delphi; Family health; Quality (philosophy); Activities of daily living; Minimum Data Set","score_opus":0.02001589938086184,"score_gpt":0.24951146080699893,"score_spread":0.22949556142613708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063160055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982579,0.00013350764,0.000018004323,0.000036025987,0.000103124316,0.00035070837,0.0000539319,0.00001973839,0.0010270956],"genre_scores_gemma":[0.989128,0.000022426702,0.00015489172,0.0000032655141,0.00002962877,0.00000257179,0.00016572258,0.000017686785,0.0104758125],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99893075,0.000083768486,0.0001787621,0.00028958282,0.00030196892,0.00021516425],"domain_scores_gemma":[0.99931055,0.00004688277,0.00021849653,0.00022994503,0.00013190314,0.00006219738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002000181,0.0001860452,0.000435215,0.00018300112,0.0001308971,0.000017201217,0.0002984653,0.00006958435,0.00004193977],"category_scores_gemma":[0.000007393064,0.00017502443,0.00014490569,0.0002831953,0.000042569485,0.000100072386,0.0000574133,0.00022099327,0.000016082291],"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":[0.0006274388,0.00005983513,0.11288772,0.00042706763,0.00018845215,0.0000016895577,0.88121706,0.0005828905,0.0019331664,0.00010301523,0.000079077276,0.0018926092],"study_design_scores_gemma":[0.0005508317,0.000025109235,0.43218425,0.0002086311,0.000025275935,1.3895291e-8,0.5658154,0.000027973663,0.0009936837,0.00000489402,0.000008922796,0.00015502368],"about_ca_topic_score_codex":0.027704682,"about_ca_topic_score_gemma":0.011510698,"teacher_disagreement_score":0.31929654,"about_ca_system_score_codex":0.00008158298,"about_ca_system_score_gemma":0.000106584455,"threshold_uncertainty_score":0.9787699},"labels":[],"label_agreement":null},{"id":"W7063690133","doi":"","title":"Addressing Systemic Barriers to Truth and Reconciliation in Canadian Higher Education Institutions","year":2022,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","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":"Transformative learning; Higher education; Thematic analysis; Commission; Action (physics); Indigenous; Order (exchange)","score_opus":0.02643208526930171,"score_gpt":0.242534704880587,"score_spread":0.2161026196112853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063690133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851864,0.0000127939875,0.000003940722,0.0049103945,0.00011720035,0.00021701594,0.000039413593,0.000004595852,0.009508261],"genre_scores_gemma":[0.900632,7.5323993e-7,0.000077274955,0.000027816099,0.0000111891695,0.000002700234,0.000024944693,0.0000020758055,0.099221244],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9995283,0.00005010024,0.00005018917,0.00012632298,0.000102441976,0.00014268394],"domain_scores_gemma":[0.99961454,0.000011309011,0.00002834807,0.00009319469,0.00003534431,0.0002172677],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000119892466,0.000043937507,0.00007042963,0.00027304745,0.00028813496,0.000012522289,0.00009726105,0.000011817985,0.04903544],"category_scores_gemma":[0.00000418359,0.00005866189,0.00001511408,0.00021568408,0.000024753803,0.000035692647,0.000077898265,0.0000781855,0.000006628854],"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":[0.00015590807,0.00019180712,0.5165779,0.00017087972,0.00007664719,0.00001822433,0.14726153,0.0021427178,0.009313361,0.056185976,0.017611407,0.25029364],"study_design_scores_gemma":[0.0016311877,0.00017742402,0.18071844,0.00014882443,0.000041552015,0.0000022009933,0.60497755,0.0014975024,0.00020685369,0.00019532004,0.20997874,0.000424429],"about_ca_topic_score_codex":0.9138073,"about_ca_topic_score_gemma":0.51415014,"teacher_disagreement_score":0.45771602,"about_ca_system_score_codex":0.00010197436,"about_ca_system_score_gemma":0.00086176454,"threshold_uncertainty_score":0.95183384},"labels":[],"label_agreement":null},{"id":"W7063861214","doi":"","title":"Analysis of a Threshold Strategy in a Discrete-time Sparre Andersen Model","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Markov chain; Markov process; Matrix (chemical analysis); Basis (linear algebra); Term (time); Process (computing); Mathematical model","score_opus":0.013130636312332947,"score_gpt":0.2513383704238427,"score_spread":0.23820773411150978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063861214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9558038,0.000016780523,0.00007575551,0.00013496891,0.000012697523,0.00028724232,0.00012651252,0.0000075706976,0.043534677],"genre_scores_gemma":[0.5447523,0.0000069009284,0.00012163173,0.0000010421611,0.0000067224805,4.0534087e-7,0.0010026768,0.000008231651,0.45410007],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876666,0.000029572218,0.00020094901,0.00032685546,0.00040064173,0.00027530637],"domain_scores_gemma":[0.99916744,0.000029188259,0.00024212331,0.00032669658,0.00014981742,0.0000847508],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017687262,0.0001965927,0.00059802807,0.0010805327,0.000050188537,0.000009732612,0.00033891667,0.00013550014,0.03628455],"category_scores_gemma":[0.0000014361581,0.00022507351,0.00029783565,0.0007879097,0.000068712245,0.000041024003,0.00007277742,0.00023417476,0.00001233353],"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":[0.005809211,0.004108379,0.22416914,0.0025027269,0.01795848,0.0002538147,0.30567506,0.13194647,0.1069608,0.014577356,0.0134172505,0.17262132],"study_design_scores_gemma":[0.001960132,0.00019984285,0.038496833,0.00021485529,0.0020792058,5.813638e-8,0.31945202,0.6355525,0.00095722155,0.00033490307,0.00009510195,0.0006573191],"about_ca_topic_score_codex":0.0910986,"about_ca_topic_score_gemma":0.15263744,"teacher_disagreement_score":0.503606,"about_ca_system_score_codex":0.000015101174,"about_ca_system_score_gemma":0.00014687066,"threshold_uncertainty_score":0.9645964},"labels":[],"label_agreement":null},{"id":"W7063903670","doi":"","title":"Age-Friendliness of the Urban Design Guidelines of the Cities of Kitchener and Waterloo","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Urban design; Population; Built environment; Urban planning; Population ageing; Focus group","score_opus":0.018152871250309455,"score_gpt":0.20959318858122894,"score_spread":0.19144031733091948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063903670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99922466,0.000043060794,0.000051358948,0.00012156736,0.00017967472,0.00016158872,0.00003368852,0.0000038861813,0.00018052352],"genre_scores_gemma":[0.93784875,0.000011816553,0.0005649369,0.0000026807438,0.0000310649,4.4866724e-7,0.000029829278,0.000009556312,0.061500933],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927235,0.000059355716,0.00020724651,0.0001349356,0.00019846116,0.0001276485],"domain_scores_gemma":[0.998957,0.00003075364,0.00046066553,0.00027081225,0.00025730804,0.000023507335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015537108,0.00014838601,0.00033565858,0.000059085833,0.00009480951,0.000004984168,0.00038185602,0.000074392745,0.000053787368],"category_scores_gemma":[0.0000052613473,0.000101052174,0.00013654317,0.00012748926,0.00018834951,0.00007957108,0.0000822966,0.00009252418,8.704321e-7],"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":[0.00076927955,0.00021078438,0.34331274,0.0019082915,0.0008702322,0.0000014133728,0.41801143,0.00051891117,0.2130171,0.002497305,0.0058532264,0.013029279],"study_design_scores_gemma":[0.0011700348,0.00008953496,0.13988373,0.00077161344,0.00030984543,2.8847427e-7,0.070043854,0.00085462374,0.78490794,0.0006409949,0.0009509033,0.0003766395],"about_ca_topic_score_codex":0.01039363,"about_ca_topic_score_gemma":0.0015247184,"teacher_disagreement_score":0.57189083,"about_ca_system_score_codex":0.0000063202465,"about_ca_system_score_gemma":0.000067575485,"threshold_uncertainty_score":0.99619627},"labels":[],"label_agreement":null},{"id":"W7064049652","doi":"","title":"Analyzing the Cauvery River Dispute Using a Systems of Systems Approach","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Population; Watershed; Corporate governance; Tamil; Government (linguistics); Drainage basin; Structural basin; Climate change","score_opus":0.012750222732522971,"score_gpt":0.2166173066061544,"score_spread":0.20386708387363142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064049652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99724764,0.00027191298,0.0012042932,0.000014347786,0.00038687178,0.0003216737,0.00011798822,0.000026998807,0.0004082838],"genre_scores_gemma":[0.88016987,0.00003800133,0.000224261,4.0506947e-7,0.00015042702,0.000001171232,0.0006264162,0.000033454166,0.118755974],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986987,0.000111463676,0.00022902031,0.00036258504,0.0003068267,0.00029141357],"domain_scores_gemma":[0.9986378,0.00004414096,0.0006133786,0.00045869034,0.00018549078,0.000060477003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021886596,0.00025898713,0.0006829728,0.00030264328,0.0003110209,0.00004768622,0.00049889594,0.000142364,0.000028723874],"category_scores_gemma":[0.0000019693343,0.00023016208,0.00041209234,0.0005859097,0.00013529464,0.00018767892,0.00006755103,0.0002649496,0.000017714669],"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":[0.0006974257,0.00091052987,0.14354958,0.007255973,0.015925482,0.00007204545,0.5793421,0.1818359,0.04377305,0.020271655,0.004737264,0.0016289938],"study_design_scores_gemma":[0.00051085284,0.000056249508,0.006407866,0.0009285154,0.0026865457,5.9908285e-7,0.8856974,0.10239511,0.00060550414,0.00006908508,0.000058323,0.00058390596],"about_ca_topic_score_codex":0.28056806,"about_ca_topic_score_gemma":0.0018417094,"teacher_disagreement_score":0.30635533,"about_ca_system_score_codex":0.00005812153,"about_ca_system_score_gemma":0.000094327064,"threshold_uncertainty_score":0.9385737},"labels":[],"label_agreement":null},{"id":"W7064066449","doi":"","title":"Algorithms in Intersection Theory in the Plane","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Université Paris-Saclay; University of Waterloo; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Ideal (ethics); Ultrametric space; Intersection (aeronautics); Basis (linear algebra); Lift (data mining); Lexicographical order; Quotient; Plane (geometry)","score_opus":0.010226639124770343,"score_gpt":0.2257230532043797,"score_spread":0.21549641407960934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064066449","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":[0.98183644,0.000008842906,0.000005949182,0.00057259516,0.00016067899,0.0003367454,0.000021030462,0.000010937927,0.017046759],"genre_scores_gemma":[0.2562421,0.000015024062,0.000039421197,0.0000047455856,0.0000404239,0.000002686003,0.000713079,0.000011408308,0.7429311],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991649,0.00013526723,0.000096839525,0.00019696105,0.0002257916,0.00018028214],"domain_scores_gemma":[0.99958116,0.000096698976,0.00008092963,0.00018401352,0.000035400386,0.000021776794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036714858,0.00011306358,0.00017279458,0.00037184043,0.000052292067,0.000015061222,0.00033740074,0.000073276016,0.01621666],"category_scores_gemma":[0.0000038453345,0.00010682911,0.0000694502,0.00031192286,0.000033928773,0.000022530616,0.00004857688,0.00032510905,0.00008271225],"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":[0.00058074266,0.00040029243,0.009763991,0.0002827296,0.00011731596,0.00012549113,0.53276825,0.000033794833,0.0018968378,0.0041827485,0.011763742,0.43808407],"study_design_scores_gemma":[0.00068964023,0.00007801796,0.068499215,0.00014791521,0.00002181895,1.5812522e-7,0.92802405,0.00030691887,0.00014225642,0.00075158844,0.0011917844,0.0001466079],"about_ca_topic_score_codex":0.21767646,"about_ca_topic_score_gemma":0.2489854,"teacher_disagreement_score":0.7258843,"about_ca_system_score_codex":0.000014666184,"about_ca_system_score_gemma":0.000050989078,"threshold_uncertainty_score":0.9846827},"labels":[],"label_agreement":null},{"id":"W7064136076","doi":"","title":"Analyzing Corporate Governance Mechanisms for Sustainability in Firms: From Concepts to Practices","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Corporate governance; Sustainability; Nexus (standard); Corporate sustainability; Sustainability organizations; Sustainability reporting; Social sustainability","score_opus":0.015656813098379983,"score_gpt":0.2732394754891918,"score_spread":0.25758266239081185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064136076","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":[0.9920231,0.000066432236,0.00025693333,0.0039632646,0.00019637281,0.0011915305,0.0003999303,0.000018127115,0.0018843001],"genre_scores_gemma":[0.3929142,0.000014442598,0.0023072707,0.0000065641257,0.00005228754,0.000011163667,0.0009622748,0.000021749793,0.60371006],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99873537,0.000058469544,0.00016172935,0.00051294506,0.0002531798,0.0002782944],"domain_scores_gemma":[0.9985921,0.00014842846,0.0005558661,0.00028582805,0.00032511746,0.00009270207],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024095277,0.00019599045,0.00035917366,0.00015527294,0.00008695495,0.000052328833,0.000368157,0.00010030229,0.013397858],"category_scores_gemma":[0.000047039382,0.00023068362,0.00013944462,0.00030031058,0.00003273094,0.000068421825,0.00012118586,0.00024280246,0.000034142045],"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":[0.0049912473,0.0013047403,0.021126892,0.0054917657,0.0014214325,0.0002198901,0.39415848,0.0003271435,0.04807014,0.0767001,0.054696005,0.39149216],"study_design_scores_gemma":[0.001886104,0.00045460335,0.019353205,0.0007556745,0.00036528186,6.717799e-8,0.91714615,0.0031981007,0.005133108,0.033868767,0.017002484,0.000836488],"about_ca_topic_score_codex":0.32253274,"about_ca_topic_score_gemma":0.18671878,"teacher_disagreement_score":0.6018258,"about_ca_system_score_codex":0.00007077986,"about_ca_system_score_gemma":0.0003203767,"threshold_uncertainty_score":0.987504},"labels":[],"label_agreement":null},{"id":"W7064184788","doi":"","title":"Assessing Adaptations to Global Transformational Events in Canadian Corporate Social Responsibility Practices","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Transformational leadership; Corporate social responsibility; Automotive industry; Public sector; Social responsibility; Private sector; Empirical research; Globalization","score_opus":0.0333120051598017,"score_gpt":0.30027632690915046,"score_spread":0.26696432174934875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064184788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702443,0.000009476133,0.00001147725,0.0055585434,0.00015317595,0.00046181673,0.00032612775,0.000010853956,0.02322425],"genre_scores_gemma":[0.8658148,0.0000016734483,0.00035498894,0.000007758335,0.000035596062,0.0000023870766,0.001207682,0.0000075715507,0.13256755],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99881095,0.00011649079,0.00015785283,0.00027803105,0.00034810015,0.00028857752],"domain_scores_gemma":[0.9992183,0.00003888562,0.00024801248,0.00011872146,0.00020237465,0.00017369914],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034447908,0.0001437959,0.00020222881,0.00036874373,0.00021459661,0.000054455417,0.00023012141,0.00009781645,0.012732301],"category_scores_gemma":[0.000015974312,0.00018237102,0.000093316616,0.00056528056,0.000026498676,0.00016346782,0.000029173521,0.00024352466,0.00009749091],"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":[0.0014370139,0.00072959013,0.10819172,0.0012635661,0.00062783237,0.00011990437,0.5094249,0.00024370567,0.0048496854,0.020013547,0.015403389,0.33769512],"study_design_scores_gemma":[0.00044325777,0.000045339802,0.63004816,0.00016585317,0.00007059847,1.9381322e-7,0.3627043,0.00073667,0.0000428226,0.0010119906,0.004473393,0.0002573934],"about_ca_topic_score_codex":0.9321375,"about_ca_topic_score_gemma":0.98737186,"teacher_disagreement_score":0.5218564,"about_ca_system_score_codex":0.000141793,"about_ca_system_score_gemma":0.0020200654,"threshold_uncertainty_score":0.9881702},"labels":[],"label_agreement":null},{"id":"W7064248758","doi":"","title":"Bacterial diversity and denitrifier communities in arable soils","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Betaproteobacteria; Soil water; Actinobacteria; Arable land; Soil biodiversity; Alphaproteobacteria; Soil health; Fertilizer; Tile drainage; Nitrospira","score_opus":0.012492876067150764,"score_gpt":0.19173328348077112,"score_spread":0.17924040741362035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064248758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979166,0.000015991072,0.0000028139586,0.000021398957,0.0001440451,0.000090864625,0.0000209447,0.000009571101,0.0017777638],"genre_scores_gemma":[0.93849313,0.000021531097,0.000089475485,0.0000022001655,0.000030073037,1.4321036e-7,0.00030963245,0.000006558372,0.061047263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994804,0.00004498082,0.00007653096,0.00011977137,0.0000993115,0.00017895404],"domain_scores_gemma":[0.9996432,0.000026219801,0.00010793649,0.00013358757,0.000042438303,0.000046583107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104198145,0.00013392433,0.00025402167,0.00012665265,0.0003140563,0.000014642575,0.00018715265,0.00008631652,0.0005697095],"category_scores_gemma":[7.203221e-7,0.00016254783,0.000048331825,0.00007158041,0.000056307053,0.00018928856,0.00022101252,0.00017252314,0.000026576396],"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":[0.00072974485,0.00011845657,0.50343084,0.0003262313,0.00020310772,0.00000885958,0.47988808,0.00003550771,0.0021064915,0.00050124986,0.0006526547,0.011998763],"study_design_scores_gemma":[0.004289354,0.00014621759,0.60972947,0.00052786287,0.0002097728,7.467517e-7,0.3694706,0.0015223422,0.009949219,0.0012823394,0.0017611374,0.0011109577],"about_ca_topic_score_codex":0.086615674,"about_ca_topic_score_gemma":0.040828716,"teacher_disagreement_score":0.11041748,"about_ca_system_score_codex":0.000017423337,"about_ca_system_score_gemma":0.000027218397,"threshold_uncertainty_score":0.97667366},"labels":[],"label_agreement":null},{"id":"W7064300278","doi":"","title":"BioSpec: A Biophysically-Based Spectral Model of Light Interaction with Human Skin","year":2006,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Astrophysical Phenomena and Observations","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":"University of Waterloo","keywords":"Nucleofection; Proteogenomics; Sulfinpyrazone; Dysgeusia; Diafiltration; Fusible alloy","score_opus":0.00769138449291997,"score_gpt":0.180909529483306,"score_spread":0.173218144990386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064300278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904814,6.2175576e-7,0.00757628,0.0004982702,0.000010769522,0.000093666575,0.000038131537,0.000019134513,0.0012817358],"genre_scores_gemma":[0.9848589,5.2025275e-8,0.004796057,0.000004196417,0.000060352962,2.8880365e-7,0.000059004018,0.000009484515,0.010211674],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945635,0.000013048662,0.000085650514,0.0001673869,0.00012529142,0.00015224834],"domain_scores_gemma":[0.99955523,0.000008840472,0.00014121231,0.00017479715,0.00007876041,0.000041174735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001593234,0.00011404861,0.00019282506,0.000070473645,0.000110852976,0.000008177638,0.00013709816,0.000021410971,0.00009730347],"category_scores_gemma":[1.39994e-7,0.000110815316,0.00011580475,0.00015428316,0.00010759624,0.00019275362,0.000028872535,0.00008470335,0.00001079096],"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":[0.00020860636,0.0016101161,0.01404736,0.00005100603,0.00015466844,0.0000031367272,0.0069466806,0.11750659,0.7548906,0.10352691,0.00055356696,0.00050074584],"study_design_scores_gemma":[0.008147917,0.0019416158,0.074878104,0.0003019805,0.0006391142,1.8710408e-7,0.043616425,0.21750107,0.626452,0.0246224,0.0003496197,0.00154953],"about_ca_topic_score_codex":0.016558403,"about_ca_topic_score_gemma":0.0008658056,"teacher_disagreement_score":0.12843858,"about_ca_system_score_codex":0.00002429036,"about_ca_system_score_gemma":0.000027679485,"threshold_uncertainty_score":0.9899904},"labels":[],"label_agreement":null},{"id":"W7064421533","doi":"","title":"Assessing The Erodibility of Cohesive Media in Southwestern Ontario With In-Situ Mini-JET Methodology","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Erosion; Fluvial; Shear (geology); Shear stress; Jet (fluid); Critical resolved shear stress; Duration (music)","score_opus":0.041912036690399494,"score_gpt":0.25917869399820986,"score_spread":0.21726665730781036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064421533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99899876,0.0000047453764,0.00006964794,0.00014463245,0.00009603553,0.00022287235,0.00003072867,0.000008537019,0.00042406097],"genre_scores_gemma":[0.98026836,6.863568e-7,0.0014881097,0.00000306229,0.000027560427,0.0000014560396,0.0005314404,0.000016381366,0.017662952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890983,0.00019701314,0.00018759997,0.0003062091,0.00017910564,0.00022023577],"domain_scores_gemma":[0.9988456,0.0003716654,0.00034411895,0.00028337748,0.000115397524,0.000039855735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023399205,0.00019277944,0.0005328692,0.00015687218,0.00008176779,0.000013671849,0.00030436143,0.00009903158,0.00008137781],"category_scores_gemma":[0.0000071560444,0.00016153572,0.00011448363,0.00030975303,0.00014293523,0.00019928697,0.00005919295,0.00038131708,0.000009177067],"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":[0.00018813429,0.00020592187,0.5029497,0.00009361744,0.0001518152,0.000011813701,0.4908897,0.00051175564,0.0021755563,0.0006327876,0.000026095964,0.0021630854],"study_design_scores_gemma":[0.00043463256,0.00004074155,0.68311834,0.000112021706,0.00007454045,1.8768628e-8,0.31481376,0.000016801865,0.00040679934,0.0008618769,0.000005466111,0.000115010545],"about_ca_topic_score_codex":0.49262726,"about_ca_topic_score_gemma":0.92276376,"teacher_disagreement_score":0.43013647,"about_ca_system_score_codex":0.00008425163,"about_ca_system_score_gemma":0.0002545019,"threshold_uncertainty_score":0.65872353},"labels":[],"label_agreement":null},{"id":"W7064534299","doi":"","title":"Carbon Budget of an Urban Stormwater Pond: Importance of Riparian Vegetation","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":"Riparian zone; Carbon sink; Carbon cycle; Stormwater; Total organic carbon; Nutrient; Carbon dioxide; Carbon fibers; Hydrology (agriculture)","score_opus":0.00779586223512837,"score_gpt":0.20570708927876521,"score_spread":0.19791122704363684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064534299","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":[0.78228354,0.000043289525,0.000008041348,0.0003386863,0.00012572356,0.00045838222,0.00016049489,0.00006202751,0.21651983],"genre_scores_gemma":[0.07392098,0.000008238252,0.00031888657,0.0000013947503,0.00005453576,6.1992984e-7,0.0000926885,0.00009648126,0.9255062],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990263,0.000053960517,0.000144133,0.00025561138,0.0003257889,0.0001942019],"domain_scores_gemma":[0.9990388,0.000017691511,0.00035642175,0.0004206668,0.00009063493,0.00007579439],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012772573,0.0001585554,0.00037235586,0.00034248398,0.000025267052,0.000004332206,0.00032113984,0.00010224537,0.026213475],"category_scores_gemma":[0.0000021163798,0.0001763896,0.00010444189,0.00017214188,0.00013436248,0.000025874835,0.00012238462,0.000117961856,0.000016612934],"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":[0.0005933451,0.0020208708,0.3265184,0.0036125367,0.0023835502,0.00011211797,0.1213346,0.00006799858,0.05953441,0.006589201,0.38955817,0.087674804],"study_design_scores_gemma":[0.018741105,0.004337773,0.19995597,0.0037700227,0.0019779762,0.0000016464837,0.25628,0.007086906,0.031665854,0.0009805781,0.4707241,0.0044780546],"about_ca_topic_score_codex":0.2351019,"about_ca_topic_score_gemma":0.08821943,"teacher_disagreement_score":0.70898634,"about_ca_system_score_codex":0.000009670746,"about_ca_system_score_gemma":0.000071553564,"threshold_uncertainty_score":0.9746767},"labels":[],"label_agreement":null},{"id":"W7064759192","doi":"","title":"Characterization of the Mechanistic Roles of Rif1-Glc7 in DNA Double-Strand Break Repair Pathway Choice in Saccharomyces cerevisiae","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Dephosphorylation; DNA repair; Phosphorylation; DNA replication; Replication protein A; Mutant; Genome instability; DNA; DNA damage","score_opus":0.009817612589965616,"score_gpt":0.21299901331105459,"score_spread":0.20318140072108898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064759192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757457,0.000010987,0.000002718086,0.00029304388,0.00009383307,0.00065168407,0.00017320797,0.000013322405,0.0011866419],"genre_scores_gemma":[0.86543345,0.000027137861,0.000028347102,0.0000011677034,0.000020373473,0.0000029116834,0.00065241376,0.000016600432,0.13381758],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987776,0.00009631237,0.0002814672,0.00028325277,0.00036098147,0.0002003835],"domain_scores_gemma":[0.99901307,0.00006306905,0.00041942202,0.00032291206,0.00014388868,0.000037661674],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021875893,0.00017744592,0.0004338006,0.0003640255,0.000053133797,0.000009521699,0.0004115945,0.000117606796,0.0047265976],"category_scores_gemma":[0.00000703342,0.0001742346,0.000175032,0.00049910543,0.000054814434,0.000048234266,0.0001056327,0.00021537566,0.000006443043],"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":[0.00076307595,0.0005705053,0.054345887,0.0025646426,0.0002089478,0.000011457778,0.06338352,0.00003471741,0.84267217,0.0021079336,0.00018994011,0.033147182],"study_design_scores_gemma":[0.004678427,0.0002204671,0.751284,0.0023941705,0.00017304388,1.9323718e-7,0.1298701,0.00093269575,0.10857434,0.0002106696,0.0011264719,0.00053544],"about_ca_topic_score_codex":0.10332625,"about_ca_topic_score_gemma":0.16908534,"teacher_disagreement_score":0.73409784,"about_ca_system_score_codex":0.00001598019,"about_ca_system_score_gemma":0.00014678638,"threshold_uncertainty_score":0.9961832},"labels":[],"label_agreement":null},{"id":"W7064770164","doi":"","title":"Combining Static Analysis and Targeted Symbolic Execution for Scalable Bug-finding in Application Binaries","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Symbolic execution; Static analysis; Program analysis; Pruning; Statement (logic); Concolic testing; Static program analysis; Scalability; Code (set theory); Software","score_opus":0.007819802725119857,"score_gpt":0.21042780159705757,"score_spread":0.2026079988719377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064770164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98927027,0.000014742378,0.009835999,0.00017005901,0.00003434849,0.00034933933,0.0001427617,0.000015788984,0.00016669197],"genre_scores_gemma":[0.9681921,0.000005250781,0.0012984386,0.000002397163,0.000026206302,0.000007089518,0.002190786,0.000013771033,0.028263971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925363,0.000025652122,0.00013571489,0.00028073692,0.00010247641,0.00020179492],"domain_scores_gemma":[0.9993795,0.0000639118,0.0002529037,0.0001470761,0.00010341306,0.000053204138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006640402,0.00015669448,0.0003817792,0.00033872688,0.0002272389,0.00002030728,0.00011771743,0.00007288904,0.000040142186],"category_scores_gemma":[0.0000028045888,0.00016872492,0.000121746445,0.00041870525,0.000053905067,0.00021537406,0.000024729781,0.00009011841,0.000004964635],"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":[0.0010910623,0.0011024829,0.4077118,0.0014062806,0.004602803,0.0000033285146,0.2827001,0.004758674,0.13132297,0.1080394,0.00054352,0.05671758],"study_design_scores_gemma":[0.005615149,0.00041121742,0.5237808,0.0006402575,0.0044920575,4.5220098e-8,0.37912232,0.037500992,0.008886407,0.037469015,0.00044049302,0.0016412501],"about_ca_topic_score_codex":0.014781214,"about_ca_topic_score_gemma":0.002763584,"teacher_disagreement_score":0.12243656,"about_ca_system_score_codex":0.000045616667,"about_ca_system_score_gemma":0.00003903649,"threshold_uncertainty_score":0.99177945},"labels":[],"label_agreement":null},{"id":"W7064775929","doi":"","title":"Close Others as Context: Understanding Treatment Attitudes in Anxiety and Related Disorders","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Optical Polarization and Ellipsometry","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 Waterloo","keywords":"Anxiety; Social anxiety; Population; Accommodation; Exploratory research; Exploratory factor analysis; Regression analysis; Sample (material)","score_opus":0.009063293880925121,"score_gpt":0.20482873051971287,"score_spread":0.19576543663878776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064775929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99402976,0.00053167454,0.0000085588445,0.00016815466,0.00022259138,0.00020708684,0.000022652273,0.0000932504,0.0047162883],"genre_scores_gemma":[0.9120494,0.0020875386,0.00005969158,0.000004847387,0.0000036222277,4.6306434e-7,0.00023653837,0.0000314536,0.08552642],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99937606,0.000027200287,0.000097819655,0.00020335929,0.00012453218,0.00017104423],"domain_scores_gemma":[0.9997351,0.000025586038,0.000045423083,0.000117632655,0.0000090860985,0.000067180874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005208088,0.00017605357,0.00025715714,0.00030753925,0.00010871735,0.00001323918,0.0000924728,0.000181252,0.0005742246],"category_scores_gemma":[0.0000044596136,0.00021543694,0.000075550255,0.00024971785,0.000049894406,0.00011999457,0.000017609467,0.00019743858,0.000016194339],"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":[0.0008139582,0.0007642725,0.07276862,0.002244094,0.0020407923,0.00015233363,0.8348937,0.015293222,0.0038933249,0.028890427,0.0011315687,0.03711368],"study_design_scores_gemma":[0.0044366764,0.00041685547,0.023970852,0.00030019865,0.00031123328,0.0000056372633,0.9566653,0.0053022844,0.00029620266,0.0026613732,0.004514889,0.0011185016],"about_ca_topic_score_codex":0.010269857,"about_ca_topic_score_gemma":0.06405504,"teacher_disagreement_score":0.12177159,"about_ca_system_score_codex":0.0004104032,"about_ca_system_score_gemma":0.000022268903,"threshold_uncertainty_score":0.99632084},"labels":[],"label_agreement":null},{"id":"W7064788858","doi":"","title":"Data-Driven Inverse Optimization with Applications in Electricity Markets","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Unobservable; Flexibility (engineering); Electricity; Renewable energy; Electricity market; Generator (circuit theory); Electric power system; Demand response","score_opus":0.013175306657274398,"score_gpt":0.22889773805982108,"score_spread":0.21572243140254668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064788858","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":[0.98354006,0.000010798465,0.00087075,0.000498378,0.000048574122,0.0013432843,0.0003921163,0.00005869399,0.013237344],"genre_scores_gemma":[0.020424424,0.00009252708,0.0057221176,0.000003801244,0.000045318047,0.0000104958035,0.023809496,0.000041993568,0.94984984],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99895436,0.00005074873,0.00010892811,0.00039082734,0.00028054536,0.0002146064],"domain_scores_gemma":[0.99907374,0.00004931029,0.0001655027,0.00050855684,0.00013808323,0.00006478655],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011351411,0.00015484942,0.00023664409,0.00037994763,0.00010877836,0.000019397328,0.0005724022,0.00008113669,0.014173701],"category_scores_gemma":[0.0000032813093,0.000171452,0.000039731745,0.00062516297,0.000040818482,0.0000635378,0.00014059898,0.00022404402,0.000043718945],"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":[0.0036653716,0.0036746154,0.16489655,0.0032565452,0.0021566823,0.00017423986,0.14211999,0.04465836,0.0046986453,0.0037751736,0.18354033,0.4433835],"study_design_scores_gemma":[0.0051425025,0.000350981,0.119830206,0.00057710666,0.0006076877,4.0243484e-7,0.565917,0.2873405,0.00048458288,0.00014866138,0.018011536,0.00158886],"about_ca_topic_score_codex":0.07259397,"about_ca_topic_score_gemma":0.16356,"teacher_disagreement_score":0.96311563,"about_ca_system_score_codex":0.000018383871,"about_ca_system_score_gemma":0.00018377864,"threshold_uncertainty_score":0.9867275},"labels":[],"label_agreement":null},{"id":"W7064793794","doi":"","title":"Characterizing Net Life Cycle Greenhouse Gas Emissions and Environmental Performance of Organic Field Crops in Ontario and Quebec","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Greenhouse gas; Life-cycle assessment; Organic farming; Soil carbon; Agriculture; Carbon sequestration; Tonne; Population; Environmental impact of agriculture","score_opus":0.00660562722025065,"score_gpt":0.17276809045554187,"score_spread":0.1661624632352912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064793794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99970615,0.000015773432,2.8540794e-7,0.000053000826,0.00005428209,0.00009151286,0.000013210901,0.000008565313,0.0000572366],"genre_scores_gemma":[0.9542238,0.00010227776,0.00003462097,0.0000033101644,0.000010522395,3.555846e-7,0.0001983364,0.000010750013,0.045415998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994905,0.000010836939,0.00010440878,0.00016418751,0.000085496606,0.00014455055],"domain_scores_gemma":[0.99969405,0.000017525523,0.00012199173,0.00009286069,0.000008282133,0.000065285516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004320124,0.00012264482,0.00021523132,0.00009559226,0.0000889903,0.000009030794,0.000085473795,0.000071455535,0.0004933933],"category_scores_gemma":[0.0000010528506,0.00014258294,0.00002632973,0.00006603798,0.000033778884,0.00017119265,0.000055847082,0.00017292412,0.000007476718],"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":[0.00014405932,0.00004080955,0.87859684,0.00009167785,0.000048615602,0.0000029324758,0.08499496,0.0000040219907,0.028462447,0.0000023367597,0.0000322639,0.007579058],"study_design_scores_gemma":[0.0004730738,0.0000686026,0.9614616,0.00014757579,0.00003094524,2.1456859e-7,0.026964942,0.00033772667,0.010234589,0.0000061457013,0.00010293224,0.00017163571],"about_ca_topic_score_codex":0.40754902,"about_ca_topic_score_gemma":0.7709263,"teacher_disagreement_score":0.3633773,"about_ca_system_score_codex":0.000030274037,"about_ca_system_score_gemma":0.000082095255,"threshold_uncertainty_score":0.59639615},"labels":[],"label_agreement":null},{"id":"W7064859379","doi":"","title":"Climate impacts on hydrometric variables in the Mackenzie River Basin","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electromagnetic Compatibility and 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":"Precipitation; Evapotranspiration; Surface runoff; Water cycle; Climate change","score_opus":0.012096660826726615,"score_gpt":0.18970263441361637,"score_spread":0.17760597358688976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064859379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99581546,0.00023869777,0.0000017120312,0.00008116815,0.00018982132,0.00029425256,0.000039696482,0.000062062296,0.0032771418],"genre_scores_gemma":[0.986095,0.0013588584,0.00020543627,0.000017001556,0.000021144033,7.208263e-7,0.00035682993,0.00002833513,0.0119166495],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998793,0.00008127141,0.00013542252,0.00023420564,0.00038918076,0.0003668924],"domain_scores_gemma":[0.9993841,0.00007547485,0.00007641517,0.00035549974,0.000051919957,0.00005656963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025200838,0.00023731055,0.00033797795,0.00056079583,0.00011084229,0.000012716334,0.00041746726,0.00020659553,0.0001221626],"category_scores_gemma":[0.000021035832,0.00023443313,0.000118442775,0.0006330472,0.000044598506,0.00010346846,0.000016452796,0.00037347263,0.000047598503],"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":[0.0016848274,0.00199591,0.016857907,0.006365908,0.0009236878,0.0009319241,0.8594005,0.01202483,0.031921387,0.00070622104,0.04141703,0.025769843],"study_design_scores_gemma":[0.004536444,0.0015949912,0.9060509,0.001878462,0.0005062896,0.00002742412,0.06372669,0.0054529803,0.0111867795,0.00053942867,0.002731684,0.0017679251],"about_ca_topic_score_codex":0.012559288,"about_ca_topic_score_gemma":0.028803922,"teacher_disagreement_score":0.889193,"about_ca_system_score_codex":0.00014502504,"about_ca_system_score_gemma":0.00003599252,"threshold_uncertainty_score":0.9940162},"labels":[],"label_agreement":null},{"id":"W7064893930","doi":"","title":"Congestion Control for Adaptive Satellite Communication Systems with Intelligent Systems","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Quality of service; Robustness (evolution); Fuzzy logic; Message queue; Default gateway; MQTT; Communications satellite; Queueing theory; Fuzzy control system; Queue","score_opus":0.014014016420622817,"score_gpt":0.23563936914873373,"score_spread":0.22162535272811093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064893930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9313408,0.002338005,0.017986823,0.00072578766,0.0007963437,0.010119119,0.00072671555,0.000116224124,0.03585015],"genre_scores_gemma":[0.53310126,0.00007741487,0.00052916753,0.0000019499469,0.00005656141,0.000016601902,0.001836131,0.000025995405,0.46435493],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986959,0.00011880222,0.0002158153,0.00031037192,0.0003736982,0.00028539042],"domain_scores_gemma":[0.99800974,0.00019157898,0.00046323836,0.00042477134,0.0008041389,0.00010652443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003716887,0.00024147282,0.00045381818,0.00027076397,0.0002113891,0.000055207278,0.0003739756,0.00015274831,0.0013916239],"category_scores_gemma":[0.0000033603135,0.00024794784,0.00011788614,0.00014967356,0.00009008188,0.00004873409,0.000031909924,0.00023642846,0.000024751194],"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":[0.022111155,0.0019641882,0.01026187,0.0064135296,0.0062772674,0.00004543711,0.18537131,0.008138241,0.006489242,0.17628698,0.016271863,0.5603689],"study_design_scores_gemma":[0.004476272,0.0012398089,0.0043222257,0.0018813178,0.0008127227,0.0000014744518,0.93223953,0.024566047,0.0005768984,0.000058123416,0.028966008,0.00085954746],"about_ca_topic_score_codex":0.12065175,"about_ca_topic_score_gemma":0.0183526,"teacher_disagreement_score":0.74686825,"about_ca_system_score_codex":0.000043225882,"about_ca_system_score_gemma":0.00012674299,"threshold_uncertainty_score":0.99999726},"labels":[],"label_agreement":null},{"id":"W7064919858","doi":"","title":"Corporate Innovation Strategy and Narrative Disclosures","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Narrative; Overconfidence effect; Competition (biology); Opportunism; Product innovation; Dominance (genetics); Quality (philosophy); Product (mathematics)","score_opus":0.01173043833914014,"score_gpt":0.21379445710438438,"score_spread":0.20206401876524424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064919858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99549603,0.00007028548,0.00009758697,0.00008344735,0.00013239085,0.00015068313,0.00006829445,0.00002114763,0.0038801422],"genre_scores_gemma":[0.6807125,0.000007654766,0.000115148774,0.0000025833458,0.00004729517,3.4177017e-7,0.0013099544,0.000017518194,0.31778696],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99939185,0.000022192158,0.00009360597,0.00025508652,0.00011424545,0.00012301625],"domain_scores_gemma":[0.99944025,0.0000069037433,0.0002635027,0.00012084654,0.00013551617,0.000032991164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004203874,0.00018121938,0.00023961726,0.00012765937,0.00012561033,0.000028875676,0.00010059739,0.0000922448,0.00012120348],"category_scores_gemma":[6.025232e-7,0.00019776035,0.0000694556,0.00022465049,0.00007080247,0.00012518623,0.000035172325,0.00020052887,0.000021978387],"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":[0.00024164762,0.00015409681,0.0018609352,0.0006676941,0.0012379639,0.000044080236,0.5224713,0.00009038018,0.0293359,0.40057468,0.008697604,0.034623686],"study_design_scores_gemma":[0.0006789765,0.00013485883,0.0035533507,0.0003284388,0.00041303772,5.691109e-7,0.91754967,0.00041036747,0.007900504,0.067320555,0.0010851311,0.0006245382],"about_ca_topic_score_codex":0.006980226,"about_ca_topic_score_gemma":0.0013159618,"teacher_disagreement_score":0.39507833,"about_ca_system_score_codex":0.000015039948,"about_ca_system_score_gemma":0.00011210724,"threshold_uncertainty_score":0.99963236},"labels":[],"label_agreement":null},{"id":"W7064971076","doi":"","title":"Coupled models of structured contagion processes in human-environment systems","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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","keywords":"Firewood; Population; Interception; Quarantine; Outbreak; Obstacle; Forest ecology","score_opus":0.010997615063786258,"score_gpt":0.21170810753725894,"score_spread":0.20071049247347267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064971076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936095,0.0001706222,0.000044502194,0.00007092227,0.00006374884,0.0005485177,0.00006362604,0.0000061045876,0.005422462],"genre_scores_gemma":[0.71509993,0.000047558253,0.00009391798,4.89543e-7,0.000014507893,0.0000020681348,0.001078607,0.000010861758,0.2836521],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9988874,0.000052193132,0.00019552202,0.00029270657,0.00038711503,0.0001850652],"domain_scores_gemma":[0.99919164,0.000025127782,0.00028991542,0.00025430368,0.00018646607,0.000052553587],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008407225,0.00017437445,0.00044835312,0.00020412859,0.00006424681,0.000015459333,0.00026160345,0.000108685475,0.015741935],"category_scores_gemma":[0.000001784141,0.00020456158,0.00008514429,0.00014938247,0.000049719587,0.00004184596,0.00007344963,0.00017720292,0.0000030892536],"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":[0.0014442229,0.0026457445,0.022361109,0.020301884,0.0016145407,0.00017375991,0.3946812,0.02015963,0.4871254,0.013598196,0.0037820702,0.03211226],"study_design_scores_gemma":[0.004187731,0.00031636437,0.010048758,0.0015464542,0.00027412554,3.7781294e-7,0.9552402,0.013729177,0.012370739,0.00047362773,0.0010382556,0.0007742182],"about_ca_topic_score_codex":0.1746666,"about_ca_topic_score_gemma":0.035208516,"teacher_disagreement_score":0.560559,"about_ca_system_score_codex":0.000021398857,"about_ca_system_score_gemma":0.00016530357,"threshold_uncertainty_score":0.9851578},"labels":[],"label_agreement":null},{"id":"W7065034961","doi":"","title":"Developing a process of risk-stratified care coordination for older adults in primary care","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Context (archaeology); Data collection; Health care; Identification (biology); Work (physics)","score_opus":0.005419645088674228,"score_gpt":0.21715019170933253,"score_spread":0.2117305466206583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065034961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968772,0.0000215447,0.0002762927,0.000035281537,0.00019391032,0.0005364977,0.00083448883,0.000010522709,0.0012142687],"genre_scores_gemma":[0.98165226,0.000010013913,0.0011661005,0.000001113084,0.000034635326,0.000006087741,0.0040924116,0.000018134677,0.013019214],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992974,0.000020546988,0.00015746617,0.00024895035,0.00012322933,0.00015242821],"domain_scores_gemma":[0.99858993,0.00010644412,0.00041914536,0.00013290744,0.00072004844,0.000031514413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000026041642,0.00016681303,0.0003004877,0.00019492331,0.00011207543,0.000010266908,0.00016098234,0.00013024287,0.00009693492],"category_scores_gemma":[0.000009580065,0.00017350249,0.00012091788,0.00010954192,0.000024340095,0.0001906675,0.000016714483,0.00011578075,0.000007167743],"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":[0.0014808434,0.00037031854,0.07185129,0.0105933715,0.00028889,0.0000059093436,0.8342081,0.00021079421,0.00064839283,0.0014659496,0.0004869756,0.07838916],"study_design_scores_gemma":[0.0027645205,0.00008591998,0.05940857,0.0034301109,0.00017013864,1.0334642e-7,0.915217,0.000031222677,0.018176306,0.00025622483,0.00010321333,0.00035671334],"about_ca_topic_score_codex":0.01717659,"about_ca_topic_score_gemma":0.024360742,"teacher_disagreement_score":0.08100886,"about_ca_system_score_codex":0.000120189805,"about_ca_system_score_gemma":0.0002537461,"threshold_uncertainty_score":0.9934421},"labels":[],"label_agreement":null},{"id":"W7065137076","doi":"","title":"Direct Laser Writing of Metal and Metal Oxide Patterns for Flexible and Memristive Electronic Components","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Silicon and Solar Cell 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":"University of Waterloo","funders":"","keywords":"Laser; Substrate (aquarium); Electronics; Metal; Flexible electronics; Deposition (geology); Laser power scaling; Copper","score_opus":0.011953865889966374,"score_gpt":0.2009458646722281,"score_spread":0.18899199878226172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065137076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987258,0.00047780265,0.000024483632,0.000017505874,0.000070257905,0.00021213148,0.0001073882,0.0002605602,0.00010408036],"genre_scores_gemma":[0.9748134,0.00088530075,0.00027652553,8.865604e-7,0.0000057948664,0.0000013462915,0.00028601015,0.000033661923,0.02369709],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993571,0.000013638235,0.00010168991,0.00020521188,0.00009863946,0.00022369408],"domain_scores_gemma":[0.9996626,0.000066279186,0.00007999651,0.0001168836,0.00004192134,0.000032319625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009685638,0.00017630312,0.0004187018,0.00024243139,0.000069811496,0.00000903698,0.00012715542,0.00019286505,0.000008247248],"category_scores_gemma":[0.000011902259,0.00020932243,0.000097731754,0.00009206601,0.000054016797,0.00009565103,0.000045839748,0.00015695163,0.0000017363953],"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":[0.0007099097,0.00015794378,0.01632265,0.011261148,0.005277299,0.00007595497,0.095695674,0.00068642275,0.8508908,0.0011516234,0.0007972835,0.016973281],"study_design_scores_gemma":[0.0021354542,0.00032857605,0.07939956,0.0005849069,0.0010359437,0.000004549107,0.32562533,0.005864052,0.58350223,0.00034873278,0.00027419327,0.0008964511],"about_ca_topic_score_codex":0.0030589988,"about_ca_topic_score_gemma":0.008918603,"teacher_disagreement_score":0.26738855,"about_ca_system_score_codex":0.00003218591,"about_ca_system_score_gemma":0.000009275898,"threshold_uncertainty_score":0.8535921},"labels":[],"label_agreement":null},{"id":"W7065145193","doi":"","title":"Development of protein level cytokine assays and assessment of the impact of implanted Acoustic Telemetry Tags on the Rainbow Trout (Oncorhynchus mykiss) immune system","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Rainbow trout; Immune system; Cytokine; ELISPOT; Telemetry; Biomarker","score_opus":0.01928535540893537,"score_gpt":0.24310112187935207,"score_spread":0.2238157664704167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065145193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987431,0.000012963317,0.000031557436,0.000024811829,0.000057867383,0.000591445,0.00028973276,0.000012235266,0.00023625535],"genre_scores_gemma":[0.9911089,0.0000028375982,0.0004305861,3.0524822e-7,0.000013158183,0.0000035823082,0.00014941592,0.000018148896,0.008273069],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99879944,0.000078837,0.00033735437,0.00020018057,0.00036196414,0.00022224186],"domain_scores_gemma":[0.99858385,0.00007469375,0.0008314848,0.00029926293,0.00016948262,0.000041217347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752354,0.00024283829,0.00053316774,0.00016153589,0.00017981927,0.00000827263,0.0003742347,0.00009399454,0.000055372253],"category_scores_gemma":[0.000005693218,0.00016700153,0.00020377469,0.00031740006,0.00008051501,0.000054409724,0.0000956964,0.0002355353,0.0000026927892],"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":[0.00045585728,0.00019278482,0.027229624,0.0013282826,0.0013989131,0.0000028360778,0.050041053,0.00034435777,0.9131096,0.00030940858,0.0000634053,0.0055238516],"study_design_scores_gemma":[0.0009961015,0.00015512298,0.64085764,0.001355395,0.00014543187,5.786986e-7,0.076646164,0.0025619369,0.27701318,0.000014385813,0.0000066139064,0.0002474151],"about_ca_topic_score_codex":0.0070187603,"about_ca_topic_score_gemma":0.0010031884,"teacher_disagreement_score":0.6360964,"about_ca_system_score_codex":0.00010155426,"about_ca_system_score_gemma":0.0003833659,"threshold_uncertainty_score":0.9995936},"labels":[],"label_agreement":null},{"id":"W7065150902","doi":"","title":"Design of practical computer vision system with real-time object detection capability","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Particle Detector Development and Performance","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":"Blackberry (Canada)","funders":"","keywords":"Object detection; Object (grammar); Viola–Jones object detection framework; Minimum bounding box; Cognitive neuroscience of visual object recognition; Bounding overwatch; Object-class detection; Object-oriented design; 3D single-object recognition","score_opus":0.008339911443799778,"score_gpt":0.21207316959573952,"score_spread":0.20373325815193974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065150902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99672216,0.0000049736605,0.0023499592,0.000018032379,0.00016428743,0.0002870285,0.000014499758,0.0000496762,0.00038937957],"genre_scores_gemma":[0.97925913,0.0000031612253,0.0036590865,2.782769e-7,0.000046368925,8.529519e-7,0.000111221525,0.00001752735,0.01690239],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991189,0.00007835636,0.00013613488,0.00027873382,0.0002235025,0.00016437512],"domain_scores_gemma":[0.9993412,0.000050472227,0.00021922322,0.00019125047,0.00014488796,0.00005298392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018261732,0.00017904775,0.00033174205,0.00012112137,0.00009502595,0.000018154518,0.0001087541,0.00010478034,0.00011054265],"category_scores_gemma":[6.801351e-7,0.00017007437,0.00008528028,0.00017844322,0.000050561775,0.00020364184,0.000027287564,0.00017511708,0.00008982257],"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":[0.01109548,0.0008925961,0.008195142,0.008656856,0.0028981785,0.00014781002,0.35569966,0.004775114,0.56122094,0.0006741936,0.0016863979,0.0440576],"study_design_scores_gemma":[0.0037136464,0.003722924,0.059421357,0.0044403137,0.0019158989,0.000018593984,0.18599208,0.32074314,0.4175293,0.00015074191,0.00017213328,0.0021798483],"about_ca_topic_score_codex":0.009168431,"about_ca_topic_score_gemma":0.00090384245,"teacher_disagreement_score":0.31596804,"about_ca_system_score_codex":0.00006520352,"about_ca_system_score_gemma":0.00012248546,"threshold_uncertainty_score":0.9974296},"labels":[],"label_agreement":null},{"id":"W7065167520","doi":"","title":"Development of 3D Printable, Hydrophilic, and Rapidly Curing Silicone-based Ink Formulations for Various Biomedical Applications","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"3D printing; Silicone; Inkwell; Curing (chemistry); Fabrication; Elastomer; Tissue engineering; Articular cartilage","score_opus":0.011815083857266455,"score_gpt":0.21786623235713734,"score_spread":0.20605114849987088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065167520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770405,0.000010036507,0.021673616,0.00012889836,0.000052149247,0.0007273266,0.00019609668,0.000038864233,0.00013245427],"genre_scores_gemma":[0.8792665,0.0000042775314,0.075479716,0.0000062380373,0.00012346133,0.000052504038,0.007296624,0.00006051665,0.03771017],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99911004,0.000011340692,0.00022199906,0.00028458756,0.00016659987,0.00020545388],"domain_scores_gemma":[0.99918705,0.00007822473,0.00028391142,0.00020145948,0.00015313902,0.00009618993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006435211,0.00017993021,0.00033791334,0.00020361107,0.0003365337,0.000011123564,0.0001901588,0.00009596695,0.00004536129],"category_scores_gemma":[0.0000025658533,0.00021034703,0.00011094956,0.000254006,0.0000833642,0.00009993142,0.00005292965,0.00012388328,0.000009835545],"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":[0.0009529808,0.0045051374,0.010070773,0.006888021,0.0036725102,0.000004198736,0.32659203,0.011142083,0.16505715,0.087398976,0.0011115652,0.38260457],"study_design_scores_gemma":[0.02626022,0.0016136033,0.25461885,0.0030361512,0.004810045,4.0218254e-7,0.43421263,0.11792035,0.048258584,0.040415496,0.061814893,0.0070387875],"about_ca_topic_score_codex":0.0018126376,"about_ca_topic_score_gemma":0.0009605824,"teacher_disagreement_score":0.3755658,"about_ca_system_score_codex":0.0000356873,"about_ca_system_score_gemma":0.00021629226,"threshold_uncertainty_score":0.8577703},"labels":[],"label_agreement":null},{"id":"W7065171994","doi":"","title":"Corrosion of reinforcing steel in loaded cracked concretes exposed to de-icing salts","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Cement Association of Canada","keywords":"Corrosion; Cementitious; Durability; Portland cement; Concrete cover; Cement; Chloride; Pozzolan","score_opus":0.008919108791804473,"score_gpt":0.21766800968931765,"score_spread":0.2087489008975132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065171994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877789,0.000012000422,0.00007369433,0.0002020096,0.000065417466,0.00052677223,0.000032620384,0.000012328776,0.011296256],"genre_scores_gemma":[0.71999574,0.0000025172246,0.00053711206,0.0000034290574,0.00001750501,9.78799e-7,0.00037440626,0.000011982641,0.2790563],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998807,0.00005979499,0.00022926116,0.0002691629,0.0003277162,0.000307059],"domain_scores_gemma":[0.99912864,0.00007769011,0.00026615537,0.00024738666,0.00018921918,0.00009089034],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018694735,0.00018527552,0.00041809634,0.00044619592,0.00007863764,0.000015106337,0.00030961895,0.00011671859,0.0077358265],"category_scores_gemma":[0.000009910186,0.00022883675,0.00011597224,0.00028229598,0.000039031438,0.000034512974,0.00009363323,0.0002157182,0.00001597935],"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":[0.0005127855,0.00006463426,0.010733541,0.00038994593,0.000030135083,0.000014417301,0.050507944,0.00036651062,0.9080583,0.00033935095,0.0033612058,0.025621265],"study_design_scores_gemma":[0.004420405,0.00068070006,0.06333089,0.0020650811,0.00014265157,2.474749e-7,0.44106653,0.0032180937,0.48316848,0.000089358495,0.0010308629,0.0007866908],"about_ca_topic_score_codex":0.16627426,"about_ca_topic_score_gemma":0.03858541,"teacher_disagreement_score":0.42488977,"about_ca_system_score_codex":0.000033752047,"about_ca_system_score_gemma":0.00016557386,"threshold_uncertainty_score":0.9931712},"labels":[],"label_agreement":null},{"id":"W7065185074","doi":"","title":"Development and Evaluation of Testing Protocols for Fatigue Damage and Crack-Healing of Bituminous Mixtures","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; University of Waterloo","keywords":"Asphalt; Fatigue cracking; Cracking; Test method; Fatigue testing; Asphalt concrete; Fatigue limit","score_opus":0.06601735365692275,"score_gpt":0.2892810781762875,"score_spread":0.22326372451936477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065185074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99686384,0.000009110542,0.00020780458,0.00003063454,0.00002449799,0.0027101117,0.00006764572,0.000007848641,0.00007851982],"genre_scores_gemma":[0.961803,7.8431174e-7,0.030015502,0.0000011608663,0.000043699245,0.0001031763,0.0007509302,0.000025204046,0.0072565],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99931705,0.000027072329,0.00015984656,0.00018585837,0.00019796344,0.00011219971],"domain_scores_gemma":[0.99896544,0.000115462564,0.00038096623,0.00009879705,0.00040216648,0.00003716436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017757229,0.00012378806,0.00028499262,0.00010289438,0.00014793381,0.0000080086,0.000085205014,0.000054097058,0.000009450852],"category_scores_gemma":[0.000019483694,0.00013797951,0.00004517616,0.00012208984,0.00005798175,0.0000978593,0.00003424314,0.00006774778,3.6187143e-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":[0.00048959965,0.00070574525,0.031883664,0.008560568,0.00097166694,0.000001547977,0.5045798,0.0063104965,0.21101704,0.0058913487,0.0003508795,0.22923768],"study_design_scores_gemma":[0.0054866285,0.00091641245,0.3386325,0.004278587,0.001589727,9.158109e-8,0.5070595,0.037687257,0.09387153,0.009114823,0.00016534586,0.0011975742],"about_ca_topic_score_codex":0.0033094017,"about_ca_topic_score_gemma":0.0007090291,"teacher_disagreement_score":0.30674884,"about_ca_system_score_codex":0.000015128452,"about_ca_system_score_gemma":0.00013720884,"threshold_uncertainty_score":0.56266415},"labels":[],"label_agreement":null},{"id":"W7065192818","doi":"","title":"Development of Probabilistic Finite Element Models for Assessment of Deformation in CANDU Fuel Channels","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electron and X-Ray Spectroscopy Techniques","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":"Deformation (meteorology); Long-term prediction; Work (physics); Limiting; Cabin pressurization","score_opus":0.019682251685250448,"score_gpt":0.26282703187930473,"score_spread":0.24314478019405428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065192818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559534,0.000042429532,0.0026760576,0.000051866667,0.00013449263,0.0010531982,0.00010250285,0.000030051493,0.00031404244],"genre_scores_gemma":[0.90881896,0.000086509506,0.07737246,0.000005368218,0.000008391501,0.00003545895,0.0012107167,0.000024613928,0.012437505],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986954,0.000053694985,0.0003603027,0.00026266638,0.0003778074,0.0002501325],"domain_scores_gemma":[0.9989222,0.000034678465,0.0006248492,0.00019446303,0.00018847629,0.000035280835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054680527,0.00017677904,0.00046453238,0.00035916312,0.00009456533,0.000007948759,0.00034188014,0.000114711984,0.00025058366],"category_scores_gemma":[0.000008581942,0.0002014628,0.000089909045,0.00016807049,0.000037819922,0.00020826442,0.00006755884,0.000120131386,5.601624e-7],"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":[0.00081612414,0.0007606966,0.00013557015,0.0064048246,0.000098189885,0.0000035574199,0.30290323,0.0108334655,0.6623894,0.014163445,0.00020129305,0.0012901999],"study_design_scores_gemma":[0.0022982405,0.001548449,0.0014224766,0.0009098373,0.00021187622,7.742064e-7,0.14638023,0.03062716,0.80760807,0.0075674104,0.00057514326,0.0008503275],"about_ca_topic_score_codex":0.0055672037,"about_ca_topic_score_gemma":0.036667045,"teacher_disagreement_score":0.15652299,"about_ca_system_score_codex":0.0004073161,"about_ca_system_score_gemma":0.00046694814,"threshold_uncertainty_score":0.98091125},"labels":[],"label_agreement":null},{"id":"W7065210846","doi":"","title":"Cryptography and Privacy in Vehicular Communication Networks","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Atomic and Molecular 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":"Blackberry (Canada)","funders":"","keywords":"Vehicular ad hoc network; Wireless; Wireless ad hoc network; Vehicular communication systems; Wireless network; Cryptography; Intelligent transportation system; Key (lock)","score_opus":0.005948782114657257,"score_gpt":0.19755134002045868,"score_spread":0.1916025579058014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065210846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987449,0.00013198431,0.00024121227,0.00008651711,0.00005248765,0.00017195639,0.000009263979,0.000021946273,0.0005397157],"genre_scores_gemma":[0.9716392,0.0001817435,0.0006145454,0.0000046377413,0.000026790589,9.313354e-7,0.0014645415,0.000029924,0.026037686],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99942565,0.00004797416,0.000084558735,0.00019827262,0.00009191978,0.00015165338],"domain_scores_gemma":[0.9994627,0.000021521724,0.00014808246,0.0002776161,0.000047603877,0.00004246478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065589156,0.00014397381,0.00024600446,0.00013537434,0.00009792215,0.000012748986,0.00022510502,0.00011327965,0.000028415365],"category_scores_gemma":[8.286178e-7,0.000182799,0.00011039991,0.00020758754,0.00005679052,0.00008383105,0.000083505794,0.00024043024,0.000009228414],"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":[0.00053985894,0.0007357478,0.19468935,0.0008365655,0.0018256095,0.00006915519,0.60661906,0.004185599,0.0037501054,0.07024158,0.006349854,0.11015754],"study_design_scores_gemma":[0.004245506,0.00013654074,0.28519744,0.0015317793,0.00071737857,5.7918055e-7,0.66049314,0.013450815,0.001290787,0.028656691,0.0024690684,0.0018102888],"about_ca_topic_score_codex":0.028374476,"about_ca_topic_score_gemma":0.0041429847,"teacher_disagreement_score":0.10834725,"about_ca_system_score_codex":0.000012690982,"about_ca_system_score_gemma":0.000029784618,"threshold_uncertainty_score":0.97809565},"labels":[],"label_agreement":null},{"id":"W7065237476","doi":"","title":"The effectiveness of photocatalysis on reducing the toxicity of oil sands process-affected water to Lemna minor","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Rhizophoraceae; Fusible alloy; Filter (signal processing); Pollutant","score_opus":0.005748899328605949,"score_gpt":0.2078793156180984,"score_spread":0.20213041628949244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065237476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987001,0.0000112069665,0.000003294583,0.000038207814,0.00013471956,0.00030477135,0.000026878437,0.000007215856,0.0007736128],"genre_scores_gemma":[0.9712081,0.000003992912,0.000011888306,0.0000012745111,0.000016477747,0.0000034326122,0.00015152672,0.000011801197,0.028591497],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990766,0.000115159324,0.00013725967,0.00021883775,0.00023924831,0.00021291731],"domain_scores_gemma":[0.9991231,0.00013188599,0.00020627023,0.00032281232,0.00018000635,0.000035948513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039998328,0.00017786857,0.00035587078,0.00009719301,0.00019656657,0.000011504467,0.0003974813,0.00006844395,0.00007138014],"category_scores_gemma":[0.0000051594334,0.00011180945,0.00015759893,0.0002124714,0.000063511834,0.00008417614,0.00004397797,0.00014446827,0.000025582549],"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":[0.0030533087,0.00020066842,0.011515615,0.0016725129,0.00074554916,8.595953e-7,0.12115291,0.0008757961,0.8468343,0.00007366012,0.00007020919,0.013804641],"study_design_scores_gemma":[0.00044331653,0.00013273885,0.031234061,0.00042395017,0.00011982599,5.366477e-8,0.016966714,0.00015447746,0.9503207,0.000019165414,0.000028370434,0.00015661899],"about_ca_topic_score_codex":0.004656627,"about_ca_topic_score_gemma":0.00082042336,"teacher_disagreement_score":0.10418619,"about_ca_system_score_codex":0.000024258676,"about_ca_system_score_gemma":0.00005952962,"threshold_uncertainty_score":0.70394576},"labels":[],"label_agreement":null},{"id":"W7065303265","doi":"","title":"„Denn sie wissen nicht, was sie tun...“ - Opfermythos und Sündenbockritual in Hermann Brochs Die Verzauberung","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Regional Municipality of Waterloo","funders":"","keywords":"Scapegoat; Sacrifice; Depiction; Action (physics); Perspective (graphical); Politics; Interpretation (philosophy); Narrative; Function (biology)","score_opus":0.008066833727675016,"score_gpt":0.229573317556833,"score_spread":0.22150648382915797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065303265","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":[0.9720469,0.00019875745,0.0000120330615,0.0009994492,0.00028130412,0.0006600809,0.000072943854,0.00004057637,0.025687927],"genre_scores_gemma":[0.30481213,0.00006966605,0.0001951968,0.000015840908,0.00016327648,0.0000035341898,0.0014305027,0.0000459471,0.6932639],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9975247,0.00015891726,0.0002927995,0.0006735645,0.0007297947,0.00062023074],"domain_scores_gemma":[0.9984896,0.000117488016,0.00029001874,0.0006083772,0.00027276715,0.00022175112],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024136112,0.0004308667,0.0006884639,0.0005015282,0.00018232095,0.000068847716,0.0009095308,0.00027831274,0.0248595],"category_scores_gemma":[0.000011932321,0.0005238317,0.0002682282,0.00025489714,0.00012466063,0.000098509576,0.00029625394,0.0006125638,0.00032742097],"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":[0.0029586726,0.0026167876,0.04136237,0.0026586999,0.0025547042,0.0010064018,0.24855335,0.00020286249,0.045291267,0.0039033203,0.103387445,0.5455041],"study_design_scores_gemma":[0.014150799,0.0011488766,0.18433206,0.002347244,0.0012764185,0.0000026613102,0.61008775,0.0024565372,0.010342685,0.0011452195,0.16855048,0.0041592843],"about_ca_topic_score_codex":0.15271741,"about_ca_topic_score_gemma":0.12593797,"teacher_disagreement_score":0.66757596,"about_ca_system_score_codex":0.000054214164,"about_ca_system_score_gemma":0.00025867898,"threshold_uncertainty_score":0.99972135},"labels":[],"label_agreement":null},{"id":"W7065339017","doi":"","title":"The Economics of Adaptive Reuse of Old Buildings: A Financial Feasibility Study &amp; Analysis","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Silicon and Solar Cell 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":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Adaptive reuse; Reuse; Investment (military); Government (linguistics); Private sector; Cost–benefit analysis","score_opus":0.0158002491235518,"score_gpt":0.22106816522917533,"score_spread":0.20526791610562353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065339017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990163,0.00015241338,0.00004311451,0.000016537333,0.000120856734,0.00031960197,0.000048725982,0.000076807715,0.00020563712],"genre_scores_gemma":[0.9823538,0.000359593,0.0010935033,7.186473e-7,0.0000066734347,3.8306027e-7,0.000048674796,0.000015939668,0.016120724],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99917233,0.000030785763,0.00023985481,0.00023616599,0.00013718604,0.00018367812],"domain_scores_gemma":[0.9986564,0.00008280093,0.00027818902,0.000809077,0.0001409939,0.000032544493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003333031,0.0001937174,0.00060512166,0.0004646326,0.000089979556,0.0000069840503,0.00074068905,0.000310589,0.000021504931],"category_scores_gemma":[0.0000752832,0.00019681148,0.00032648677,0.00048570376,0.00013991824,0.000079801765,0.000094038965,0.0002584393,0.0000024330386],"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":[0.0032295883,0.0015200658,0.18342698,0.0014195425,0.012324489,0.000035753874,0.73331124,0.027729155,0.016237816,0.0025940915,0.0016888356,0.016482458],"study_design_scores_gemma":[0.0013332985,0.0005500228,0.27094126,0.00010588908,0.0025303664,4.0692436e-7,0.7051819,0.0021308141,0.015722549,0.00054793817,0.00030754466,0.0006480271],"about_ca_topic_score_codex":0.010805911,"about_ca_topic_score_gemma":0.21151353,"teacher_disagreement_score":0.20070763,"about_ca_system_score_codex":0.00010391706,"about_ca_system_score_gemma":0.00003813876,"threshold_uncertainty_score":0.99578124},"labels":[],"label_agreement":null},{"id":"W7065344948","doi":"","title":"Development of Advanced ECAs with Micro/nano Hybrid Filler System: Filler Functionalization, Dispersion, and Conductivity Improvement","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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 Waterloo","keywords":"Filler (materials); Fusible alloy; Electrical conductor; Quality (philosophy); Self adhesive","score_opus":0.008263663087947064,"score_gpt":0.20204701533090375,"score_spread":0.19378335224295667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065344948","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":[0.9947573,0.000042075855,0.00009386336,0.00011652842,0.00011586029,0.00060362316,0.000104519444,0.0000143759835,0.0041518873],"genre_scores_gemma":[0.44221258,0.000012426246,0.0047251456,0.000003139686,0.000030166746,0.0000068160357,0.0024207537,0.000027814314,0.55056113],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99873334,0.00003448522,0.00019177215,0.00037176922,0.00046954042,0.00019907177],"domain_scores_gemma":[0.9985828,0.000017349195,0.0003448525,0.00023723714,0.00070183683,0.000115933115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001494949,0.00022777924,0.0003711066,0.0001820936,0.00018616238,0.000014499711,0.00016938441,0.00005975009,0.009956804],"category_scores_gemma":[0.0000025136544,0.00021986463,0.000057268084,0.00013388213,0.00008542221,0.0000666489,0.00010407514,0.00011199566,0.00001121957],"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":[0.0031623465,0.0012318658,0.008215152,0.005286658,0.0021502443,0.000023266504,0.13285154,0.00016680219,0.44342756,0.0014670269,0.045337588,0.35667995],"study_design_scores_gemma":[0.0064600036,0.0007104298,0.015072817,0.0011906339,0.0004468418,0.0000022519262,0.8405871,0.00034757017,0.08071107,0.000042659405,0.05329237,0.0011362752],"about_ca_topic_score_codex":0.008897293,"about_ca_topic_score_gemma":0.0046739047,"teacher_disagreement_score":0.70773554,"about_ca_system_score_codex":0.000045498276,"about_ca_system_score_gemma":0.00037114974,"threshold_uncertainty_score":0.99770254},"labels":[],"label_agreement":null},{"id":"W7065390916","doi":"","title":"Dynamic Time-Stable Geocast Routing in Vehicular Ad Hoc Networks","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Nucleofection; TSG101; Proteogenomics; Gestational period; Synchronism; Subpoena","score_opus":0.004038591308930996,"score_gpt":0.19641581697192168,"score_spread":0.19237722566299068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065390916","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":[0.98913246,0.00009184253,0.000027970913,0.0003635241,0.00014367877,0.00042193392,0.00003820609,0.00002008634,0.009760313],"genre_scores_gemma":[0.1561289,0.000048011585,0.0005080595,0.0000033057343,0.000029757932,0.0000014661559,0.0018843809,0.000026067872,0.84137005],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998648,0.000059226368,0.00015884926,0.00039048953,0.0003059894,0.00043747263],"domain_scores_gemma":[0.99915165,0.000040803465,0.00020927552,0.00035824193,0.00013947462,0.000100548736],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021437705,0.00023967148,0.0003881585,0.00026994268,0.00016454073,0.000037168586,0.00042774153,0.00023370034,0.068299726],"category_scores_gemma":[0.0000036900983,0.000294545,0.00015319446,0.00025401427,0.00005487071,0.00005264764,0.0001416307,0.0007321509,0.00012777546],"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":[0.00086709036,0.0009966191,0.014786147,0.00064943236,0.0005548657,0.00022332334,0.07610343,0.002375748,0.049845543,0.00064636185,0.008404692,0.84454674],"study_design_scores_gemma":[0.0063154455,0.00049904647,0.07555995,0.0014284586,0.00048132287,0.0000014661026,0.39879927,0.47387764,0.0011638756,0.00022562846,0.039182395,0.0024655252],"about_ca_topic_score_codex":0.08001538,"about_ca_topic_score_gemma":0.17995392,"teacher_disagreement_score":0.84208125,"about_ca_system_score_codex":0.000023840705,"about_ca_system_score_gemma":0.00012301106,"threshold_uncertainty_score":0.99995065},"labels":[],"label_agreement":null},{"id":"W7065471844","doi":"","title":"Drivers and Implications for Water Governance: A case study of the western Lake Erie basin","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Eutrophication; Water quality; Delphi method; Structural basin; Corporate governance; Nutrient; Scholarship","score_opus":0.010540856945112803,"score_gpt":0.2383865142085974,"score_spread":0.2278456572634846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065471844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995515,0.000006634272,0.000002832642,0.0016516289,0.000071519054,0.0011418025,0.0007718279,0.0000052350024,0.0008335581],"genre_scores_gemma":[0.5656666,0.000004719147,0.00002702964,0.0000032811038,0.000010910706,0.0000096590275,0.00026472946,0.000009611063,0.43400347],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99926716,0.00005219328,0.000105232124,0.00023897465,0.00018134437,0.00015506537],"domain_scores_gemma":[0.9993123,0.00003819512,0.00016522862,0.00032102058,0.000122068785,0.00004117782],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008717878,0.00012394055,0.00021823695,0.000058517122,0.00034164553,0.00001318097,0.00028381354,0.00003665413,0.016186716],"category_scores_gemma":[0.0000016642668,0.00010513942,0.000101766345,0.00009006004,0.000054836026,0.000026446374,0.00021107904,0.00013810913,0.0000012053488],"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":[0.00052309677,0.0019857755,0.23527634,0.0007891792,0.00093275285,0.000068958776,0.6435521,0.000039973238,0.006828415,0.00089926284,0.029260244,0.0798439],"study_design_scores_gemma":[0.002344033,0.0004236957,0.08653365,0.000036523124,0.0003448552,0.000003636458,0.8492763,0.000038299968,0.00046093302,0.00004435424,0.0602522,0.00024152294],"about_ca_topic_score_codex":0.07772537,"about_ca_topic_score_gemma":0.38282835,"teacher_disagreement_score":0.4331699,"about_ca_system_score_codex":0.000009621361,"about_ca_system_score_gemma":0.000060278275,"threshold_uncertainty_score":0.9847126},"labels":[],"label_agreement":null},{"id":"W7065521727","doi":"","title":"Experimental Studies Focused on the Pore-Scale Aspects of Heavy Oil and Bitumen Recovery Using the Steam Assisted Gravity Drainage (SAGD) and Solvent-Aided SAGD (SA-SAGD) Recovery Processes","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Optical Polarization and Ellipsometry","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; University of Waterloo","keywords":"Steam-assisted gravity drainage; Asphalt; Steam injection; Residual oil; Oil sands; Directional drilling; Enhanced oil recovery; Synthetic crude; Oil production; Oil in place","score_opus":0.021592570823751458,"score_gpt":0.22518601575287997,"score_spread":0.2035934449291285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065521727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941709,0.003656122,0.000025314888,0.00025555014,0.0003315423,0.00021043861,0.000051439718,0.00006422921,0.001234442],"genre_scores_gemma":[0.9829793,0.00082055834,0.0003738417,0.00002072333,0.00004693364,0.0000014971198,0.000094059396,0.00004725011,0.015615812],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988466,0.00008905438,0.00020127225,0.00027956936,0.00029466752,0.00028887042],"domain_scores_gemma":[0.9990886,0.00020156482,0.00021471627,0.00027191258,0.0001319265,0.00009130849],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023466157,0.00031896445,0.00051413366,0.00022130353,0.00034590194,0.0000450377,0.00020381509,0.00022682677,0.00002561849],"category_scores_gemma":[0.000052657382,0.0002533864,0.00010845492,0.00033582328,0.0002354947,0.0003599948,0.00008566135,0.00029103496,0.0000029328614],"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":[0.0035446747,0.0019035463,0.002266347,0.01876502,0.00570434,0.00008081997,0.48028803,0.0022207056,0.44737193,0.0023896531,0.0029078615,0.032557085],"study_design_scores_gemma":[0.0029555652,0.0011227288,0.017623136,0.003046133,0.0013973061,0.000020861442,0.7619918,0.0014540118,0.20677575,0.0014347706,0.00038260705,0.0017953427],"about_ca_topic_score_codex":0.0010799482,"about_ca_topic_score_gemma":0.003385121,"teacher_disagreement_score":0.28170377,"about_ca_system_score_codex":0.00011773093,"about_ca_system_score_gemma":0.000048541253,"threshold_uncertainty_score":0.99999183},"labels":[],"label_agreement":null},{"id":"W7065523199","doi":"","title":"The effect of soil moisture and oxygen content on naphthalene biodegradation","year":2023,"lang":"en","type":"other","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biodegradation; Water content; Naphthalene; Moisture; Oxygen; Soil water","score_opus":0.010891871289540413,"score_gpt":0.1858856480662851,"score_spread":0.17499377677674469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065523199","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":[0.98704237,0.00007509343,0.000072309864,0.00092286244,0.00014387011,0.0003997153,0.0003293481,0.00007141184,0.010943047],"genre_scores_gemma":[0.13911386,0.000023381843,0.0000509069,0.0000022345691,0.000082803854,7.738651e-7,0.00006216073,0.00007856513,0.86058533],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99951357,0.000040887484,0.000056746063,0.00015596121,0.000117979056,0.00011483444],"domain_scores_gemma":[0.99949926,0.000078909965,0.00016755097,0.00019358966,0.00002335815,0.000037359394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046706497,0.00013534892,0.00023396524,0.000057695554,0.00010924413,0.000007365592,0.00014146259,0.00005405208,0.00006749973],"category_scores_gemma":[0.000002019689,0.0001009944,0.00009753639,0.000084724066,0.0001389358,0.00003172976,0.00006136814,0.00009633719,0.000026098603],"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":[0.0014214296,0.00074804726,0.13281631,0.00133677,0.0069315485,0.000026181995,0.034537435,0.0013401367,0.011923499,0.06453464,0.54836947,0.19601452],"study_design_scores_gemma":[0.02490552,0.012021721,0.47578338,0.0052888873,0.0042601335,6.9423396e-7,0.18066645,0.003093084,0.019199675,0.0042080116,0.2654703,0.0051021697],"about_ca_topic_score_codex":0.04888546,"about_ca_topic_score_gemma":0.004177295,"teacher_disagreement_score":0.8496423,"about_ca_system_score_codex":0.000011600577,"about_ca_system_score_gemma":0.0000090150315,"threshold_uncertainty_score":0.95744807},"labels":[],"label_agreement":null},{"id":"W7065586234","doi":"","title":"“Es kommt nur naturally”: Language use of sixth grade students in an English-German bilingual program","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Machine Learning and Data Classification","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":"Nasalization; Nucleofection; Hyporeflexia; Oscillograph; Dysgeusia; Pretext","score_opus":0.013538409166449128,"score_gpt":0.2829928072456343,"score_spread":0.2694543980791852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065586234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988904,0.000035531717,0.000024338491,0.000116378375,0.0003564507,0.00035237704,0.00002885301,0.00016363712,0.000032007058],"genre_scores_gemma":[0.95838726,0.000030628787,0.01491659,0.000009867668,0.000044892666,9.949615e-7,0.0017976499,0.000020180873,0.024791932],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998387,0.00016804994,0.00018844107,0.00052040396,0.00049324566,0.00024287084],"domain_scores_gemma":[0.9984066,0.000057832858,0.00039666015,0.00080014125,0.0002397774,0.00009901937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021643081,0.00022468704,0.0003555493,0.00045222242,0.00009511349,0.00012043186,0.0016259264,0.00030120296,0.000017485923],"category_scores_gemma":[0.00006216251,0.00024195694,0.000097975564,0.00033429026,0.0000696002,0.00096807926,0.00017561646,0.0006892217,0.000007197733],"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":[0.00017088783,0.0014722205,0.026441539,0.0004976861,0.00008284133,0.00009904809,0.88566273,0.000088110624,0.01860422,0.0017189288,0.00017066354,0.064991124],"study_design_scores_gemma":[0.0025239484,0.0012350027,0.7980512,0.0006304574,0.00016291601,0.0000049318446,0.17087512,0.016868627,0.00564249,0.00011341429,0.0025327487,0.0013591386],"about_ca_topic_score_codex":0.0181287,"about_ca_topic_score_gemma":0.0960789,"teacher_disagreement_score":0.77160966,"about_ca_system_score_codex":0.000035896705,"about_ca_system_score_gemma":0.00009981068,"threshold_uncertainty_score":0.98840964},"labels":[],"label_agreement":null},{"id":"W7065622039","doi":"","title":"Entropy-Stable Positivity-Preserving Schemes for Multiphase Flows","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Mathematical proof; Bubble; Multiphase flow; Stability (learning theory); Flow (mathematics); Cavitation; Domain (mathematical analysis); Compressibility; Entropy (arrow of time); Numerical stability","score_opus":0.009780515821021211,"score_gpt":0.23597117900866543,"score_spread":0.22619066318764422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065622039","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":[0.98276967,0.00014037515,0.00027651692,0.0011942786,0.00031048516,0.0010000613,0.00038965585,0.00004951088,0.0138694765],"genre_scores_gemma":[0.03584031,0.000014186299,0.0036952815,0.0000036711242,0.000111933114,0.000006228742,0.0018682177,0.000031833915,0.9584283],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99874514,0.000036779842,0.00012964076,0.00042236949,0.00030535742,0.000360691],"domain_scores_gemma":[0.99910367,0.00008602394,0.00012271266,0.00033611155,0.00023887749,0.00011261218],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014050094,0.00023638028,0.00034724403,0.00026650596,0.00021172698,0.00006688803,0.00042547088,0.00011384276,0.049012832],"category_scores_gemma":[0.0000085997535,0.00027441565,0.00028058203,0.0001642625,0.000033176366,0.00006519866,0.00018130196,0.0002565237,0.00009390202],"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":[0.0017770851,0.0012019313,0.0015383617,0.006198028,0.0019939493,0.00009519194,0.10432926,0.00009823952,0.360445,0.014802064,0.17889033,0.32863057],"study_design_scores_gemma":[0.00554232,0.0005580211,0.0007096104,0.001487037,0.0011993619,5.7109764e-7,0.4469249,0.062171537,0.04897644,0.0017444583,0.42909288,0.0015928741],"about_ca_topic_score_codex":0.070376925,"about_ca_topic_score_gemma":0.024030128,"teacher_disagreement_score":0.94692934,"about_ca_system_score_codex":0.000018707125,"about_ca_system_score_gemma":0.00014876641,"threshold_uncertainty_score":0.9999708},"labels":[],"label_agreement":null},{"id":"W7065652206","doi":"","title":"Food Wastage in the Region of Waterloo, Ontario","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Food waste; Food processing; Production (economics); Consumption (sociology); Food systems; Sustainability; Food industry; Food consumption","score_opus":0.01167957123417751,"score_gpt":0.201943449756987,"score_spread":0.1902638785228095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065652206","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":[0.97266835,0.0000100467505,0.000008635943,0.00066201144,0.000080300684,0.00044414052,0.000016309516,0.0000058434835,0.02610434],"genre_scores_gemma":[0.49777806,0.000004000128,0.00006400851,0.000003535427,0.000019229747,0.0000010115366,0.000298026,0.000007593691,0.50182456],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988138,0.000111228386,0.0001696469,0.00026411642,0.00039140022,0.00024981276],"domain_scores_gemma":[0.99909544,0.000052066654,0.00024268852,0.0004375578,0.00012644124,0.00004582161],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018625325,0.00018515854,0.00034848097,0.00025761372,0.00008517076,0.000016725258,0.00061899016,0.000107496984,0.01883364],"category_scores_gemma":[0.000002393303,0.00016446778,0.00017268679,0.00016713541,0.0000692841,0.000032557557,0.00007962782,0.0003377161,0.000021080163],"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":[0.0009577004,0.00087472046,0.034046344,0.00096813496,0.00035448518,0.0000499702,0.83702,0.00002408269,0.00445933,0.0067462535,0.018042771,0.09645625],"study_design_scores_gemma":[0.003174738,0.0015420138,0.10134906,0.0005455149,0.00023903974,9.3256284e-7,0.8555911,0.00012168414,0.0028921203,0.0006568622,0.033247724,0.000639217],"about_ca_topic_score_codex":0.7638308,"about_ca_topic_score_gemma":0.88259906,"teacher_disagreement_score":0.4757202,"about_ca_system_score_codex":0.000020059195,"about_ca_system_score_gemma":0.00014398905,"threshold_uncertainty_score":0.9820633},"labels":[],"label_agreement":null},{"id":"W7065716468","doi":"","title":"Exploring the Feasibility of Enhancing Indigenous Arbuscular Mycorrhizal Fungi Communities for Sustainable Soybean Production in northern Ontario","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Indigenous; Arbuscular mycorrhizal fungi; Agriculture; Sustainability; Productivity; Crop rotation; Microbial inoculant; Crop; Biodiversity","score_opus":0.03440383320673321,"score_gpt":0.2165101097700532,"score_spread":0.18210627656331999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065716468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99878097,0.000010522991,0.00006577607,0.000039247072,0.00014680074,0.00082715927,0.00002388864,0.000019019237,0.000086625405],"genre_scores_gemma":[0.9195214,0.0000030131425,0.0001227683,6.4120405e-7,0.000060383303,0.000011093201,0.00093137403,0.000023588316,0.07932573],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991237,0.000055318917,0.00017700673,0.00020020222,0.00015646455,0.00028732338],"domain_scores_gemma":[0.99896246,0.00007488357,0.00025336017,0.00035533996,0.00032253755,0.00003139581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019745315,0.00017451127,0.0003440711,0.00014174749,0.0003986835,0.000015602114,0.00029980135,0.000046106466,0.000019314033],"category_scores_gemma":[0.000005930882,0.00017691047,0.00019613036,0.00024888458,0.00005624075,0.00032934378,0.00006437233,0.00028063616,0.000004038484],"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":[0.00021516722,0.000245462,0.19815187,0.00050333916,0.00017270417,0.0000016450273,0.79346716,0.0049749776,0.00073985464,0.00068681047,0.000019131072,0.0008218891],"study_design_scores_gemma":[0.00025088488,0.00009601181,0.18695176,0.00012392945,0.00009935596,1.3240567e-8,0.8098129,0.00003375694,0.0011755347,0.0012807294,0.000018648465,0.00015645713],"about_ca_topic_score_codex":0.66069794,"about_ca_topic_score_gemma":0.91284454,"teacher_disagreement_score":0.25214657,"about_ca_system_score_codex":0.0002193067,"about_ca_system_score_gemma":0.0002501343,"threshold_uncertainty_score":0.72142},"labels":[],"label_agreement":null},{"id":"W7065738331","doi":"","title":"Dynamic Modelling and Stability Controller Development for Articulated Steer Vehicles","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"AUTO21 Network of Centres of Excellence","keywords":"Control theory (sociology); Stability (learning theory); Controller (irrigation); Vehicle dynamics; Yaw; Instability; Electronic stability control; Development (topology); Control system","score_opus":0.01347798020254825,"score_gpt":0.22980285815048115,"score_spread":0.2163248779479329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065738331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962172,0.00004062084,0.0017504287,0.00016709031,0.000039918294,0.0007543296,0.000034628847,0.000013427764,0.0009823876],"genre_scores_gemma":[0.69834733,0.000007683104,0.0061869347,0.0000026526748,0.000009870374,0.000002885095,0.0005669877,0.00001554673,0.2948601],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99908113,0.000022646169,0.00014771403,0.00028621158,0.00021776646,0.00024453682],"domain_scores_gemma":[0.99933046,0.0000668282,0.00012803465,0.000128895,0.00026140796,0.00008440293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022867043,0.00015969857,0.00028414646,0.00013336974,0.00017441047,0.000019775132,0.00012341545,0.00009551135,0.004949103],"category_scores_gemma":[0.0000020858056,0.00017641895,0.00008289152,0.000070904134,0.00004692075,0.000025457182,0.000042821284,0.00012959154,0.0000062677705],"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":[0.0036187114,0.0008647393,0.005724653,0.001942902,0.0013842928,0.000010097955,0.19444564,0.0008913255,0.052099686,0.0011350507,0.0012421506,0.73664075],"study_design_scores_gemma":[0.0107250875,0.0003876522,0.030548353,0.0004958621,0.00059684966,2.622266e-7,0.59810907,0.32152888,0.02222181,0.0007575169,0.0130996555,0.0015289902],"about_ca_topic_score_codex":0.010988795,"about_ca_topic_score_gemma":0.0110102035,"teacher_disagreement_score":0.7351118,"about_ca_system_score_codex":0.00001867222,"about_ca_system_score_gemma":0.0000991763,"threshold_uncertainty_score":0.99596053},"labels":[],"label_agreement":null},{"id":"W7065742822","doi":"","title":"Evaluation and improvement of robustness in drinking water treatment systems to manage turbidity- and natural organic matter (NOM)-related water quality upsets during extreme weather events","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Water Treatment and Disinfection","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; Raw water; Turbidity; Extreme weather; Climate change; Water treatment; Water security; Water resources","score_opus":0.01081946077916065,"score_gpt":0.21368682305209188,"score_spread":0.20286736227293123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065742822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99828476,0.00009473223,0.0000014416394,0.00017614207,0.00032605868,0.000984996,0.000007816796,0.000022930466,0.00010112173],"genre_scores_gemma":[0.92586994,0.000032931846,0.000023443763,0.0000020877476,0.000009149889,0.0000056705576,0.00029665654,0.00002499148,0.07373511],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99836206,0.00012063252,0.00025139994,0.00055733876,0.00041625343,0.00029228994],"domain_scores_gemma":[0.99957013,0.000008080648,0.00010688909,0.00021376454,0.000031221174,0.00006989261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036897248,0.0003035419,0.00039297462,0.00024810052,0.0001127784,0.000033262186,0.00010498302,0.00017709988,0.0007214765],"category_scores_gemma":[0.0000015089299,0.00022550375,0.00007620777,0.0001057175,0.000042926782,0.0003522623,0.00016147456,0.00011082221,0.000105454346],"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":[0.00032286203,0.00028283315,0.07651159,0.000814211,0.00041057394,0.00003941149,0.17918175,0.0016599458,0.73894346,0.0000022434422,0.000014368843,0.0018167573],"study_design_scores_gemma":[0.0042409725,0.00041942747,0.74868363,0.00083498034,0.0012769894,0.0000110548735,0.04228393,0.0015673027,0.19953585,0.00022107062,0.000029434968,0.00089537073],"about_ca_topic_score_codex":0.041387364,"about_ca_topic_score_gemma":0.0357746,"teacher_disagreement_score":0.672172,"about_ca_system_score_codex":0.0006748836,"about_ca_system_score_gemma":0.00000616397,"threshold_uncertainty_score":0.98182},"labels":[],"label_agreement":null},{"id":"W7065753680","doi":"","title":"An Examination of the Social, Legal and Political Factors that Impact the Permitting Process for Wind Energy Transmission Line Projects in Canada","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social Acceptance of Renewable Energy","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":"University of Waterloo","funders":"","keywords":"Renewable energy; Wind power; Transparency (behavior); Electric power transmission; Energy policy; Software deployment; Process (computing); Energy source; Transmission (telecommunications)","score_opus":0.017940493405994285,"score_gpt":0.27376480072812015,"score_spread":0.25582430732212585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065753680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99795693,0.000088453664,0.0000025318432,0.0010737786,0.00017471777,0.0002871185,0.0000361857,0.000011764011,0.00036854408],"genre_scores_gemma":[0.9850281,0.00004197952,0.000012397066,0.0000073409087,0.00007072307,9.917167e-7,0.00007213884,0.000016828455,0.014749505],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986675,0.00019996827,0.00010886993,0.00024020455,0.0004690929,0.0003144047],"domain_scores_gemma":[0.9993736,0.000120006116,0.00018898885,0.00008682791,0.00015658145,0.00007397926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025867904,0.00015791153,0.00027206892,0.00010338908,0.0006045746,0.000036351743,0.0003861311,0.0002212059,0.000018762195],"category_scores_gemma":[0.000039469393,0.00011593505,0.00011619452,0.0003253455,0.00019485637,0.0002807878,0.000016710723,0.0001554466,2.4977089e-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":[0.00010829956,0.000062079846,0.006267268,0.0004806116,0.00008367722,0.0000048226384,0.9578241,0.00014536976,0.0010257253,0.0054618027,0.00009496489,0.028441245],"study_design_scores_gemma":[0.0001811926,0.00004089745,0.06070849,0.00015271951,0.00007845629,1.4062685e-7,0.9358425,0.00032997233,0.0020865244,0.00030146757,0.00013838417,0.00013924189],"about_ca_topic_score_codex":0.9944762,"about_ca_topic_score_gemma":0.99895215,"teacher_disagreement_score":0.05444122,"about_ca_system_score_codex":0.00052743184,"about_ca_system_score_gemma":0.0023956248,"threshold_uncertainty_score":0.47276944},"labels":[],"label_agreement":null},{"id":"W7065814002","doi":"","title":"The Fading Village: An Archive of Exile and Errantry","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Narrative; Fantasy; Identity (music); Hegemony; Space (punctuation); The Imaginary; Situated","score_opus":0.0054286849771257185,"score_gpt":0.21222475719432135,"score_spread":0.20679607221719562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065814002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976163,0.00010763626,0.00003210028,0.00007789803,0.00007849905,0.00010718096,0.00011016412,0.00000838586,0.001861853],"genre_scores_gemma":[0.91670835,0.00010666421,0.0003197258,0.0000022717863,0.000045984914,6.277235e-7,0.00077972707,0.000015234537,0.08202144],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99926376,0.00006282644,0.00009667693,0.00022886005,0.00017780486,0.00017004165],"domain_scores_gemma":[0.99937403,0.00004324738,0.00023663788,0.00024725485,0.000046580182,0.000052251016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010666163,0.00013765805,0.00027814397,0.00011012478,0.0005014579,0.000019278217,0.00030567378,0.000043676984,0.00074592856],"category_scores_gemma":[0.0000014810076,0.00013122243,0.00014972496,0.00013360364,0.00011513324,0.0001305205,0.00006083478,0.00021588561,0.0000029952464],"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":[0.001301145,0.0005110175,0.038050227,0.00046862668,0.0023454542,0.00003223236,0.75843525,0.0003979626,0.12011257,0.04270641,0.0027066483,0.032932483],"study_design_scores_gemma":[0.0004691261,0.00020376885,0.01168676,0.000074710384,0.0005093588,3.3534226e-7,0.9771029,0.00090977305,0.0047695455,0.0031035566,0.00085409643,0.0003160775],"about_ca_topic_score_codex":0.03208036,"about_ca_topic_score_gemma":0.01111924,"teacher_disagreement_score":0.21866767,"about_ca_system_score_codex":0.000013031238,"about_ca_system_score_gemma":0.000047055102,"threshold_uncertainty_score":0.9743651},"labels":[],"label_agreement":null},{"id":"W7065822499","doi":"","title":"Foam as a Vehicle for Nanoparticle Delivery in Unsaturated Porous Media","year":2019,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mathematics, Computing, and Information Processing","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":"Environmental remediation; Porous medium; Human decontamination; Gasoline; Groundwater remediation; Nanoparticle; Contamination; Vadose zone","score_opus":0.01105796844900305,"score_gpt":0.20520270896211995,"score_spread":0.1941447405131169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065822499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99706143,0.00006757058,0.0012413374,0.00022751692,0.00037434802,0.00030572346,0.000004899983,0.00010706618,0.000610113],"genre_scores_gemma":[0.87705934,0.00003681463,0.024714435,0.000088753324,0.00002616916,0.000001139287,0.00017847774,0.000022351396,0.09787253],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99899673,0.00002624986,0.00021464289,0.00026128587,0.0002436248,0.00025743598],"domain_scores_gemma":[0.99888504,0.0000897718,0.0003886242,0.00029512326,0.00028041532,0.00006105527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021997096,0.00016097499,0.0003119576,0.0002710472,0.00012145837,0.00007160141,0.000690971,0.00017255775,0.000027502252],"category_scores_gemma":[0.000042452044,0.00018439876,0.00008462285,0.00029173985,0.000024963587,0.0008518989,0.000087399625,0.00013567778,0.00008331182],"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":[0.00021106003,0.00020244076,0.00022996127,0.002089741,0.000079021185,0.000026867037,0.94487536,0.00056695525,0.005860285,0.009431435,0.002242435,0.03418442],"study_design_scores_gemma":[0.0037895567,0.00034621506,0.0023577134,0.0011991215,0.00008319013,0.000009530492,0.20152658,0.7582136,0.024717517,0.006048413,0.0006402697,0.0010683149],"about_ca_topic_score_codex":0.0029524462,"about_ca_topic_score_gemma":0.0026403044,"teacher_disagreement_score":0.7576466,"about_ca_system_score_codex":0.00006378411,"about_ca_system_score_gemma":0.00019076923,"threshold_uncertainty_score":0.7519563},"labels":[],"label_agreement":null},{"id":"W7065828899","doi":"","title":"Examining the relationship between social position, spatial learning, and memory in adult male and female rats.","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Regional Municipality of Waterloo","funders":"","keywords":"Cognition; Stressor; Social learning; Social stress; Morris water navigation task; Social relation; Social hierarchy; Social position; Social status","score_opus":0.01820359150921906,"score_gpt":0.23438759257534555,"score_spread":0.2161840010661265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065828899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998145,0.000004555287,0.000012539958,0.00029935906,0.00010460838,0.0001428741,0.00005729698,0.000015817415,0.0012179358],"genre_scores_gemma":[0.8333711,0.000007674071,0.000049673345,0.0000018532816,0.00009120755,0.0000010442118,0.00070175336,0.000013697159,0.16576198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993724,0.00007563938,0.00010512975,0.00020513979,0.00010613768,0.00013555295],"domain_scores_gemma":[0.99924725,0.00039642572,0.00017130893,0.00006829166,0.00007995184,0.000036763504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009228516,0.00013101744,0.00019749018,0.00013554063,0.00044818092,0.000038100363,0.00007836203,0.00011473905,0.00022268893],"category_scores_gemma":[0.000025756326,0.00013627065,0.00004431917,0.00011497497,0.000070323345,0.00012752591,0.000045236102,0.00036064125,0.000039323517],"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":[0.000051035386,0.00003337777,0.9120649,0.000104539846,0.000071007446,0.000011692325,0.082993925,0.000037066326,0.000072623,0.0007136057,0.0007045689,0.0031416737],"study_design_scores_gemma":[0.00040613997,0.00004734235,0.7345827,0.00013465644,0.00011565031,5.9513275e-7,0.26408318,0.00006339086,0.00012704956,0.00023199005,0.0000615869,0.00014570529],"about_ca_topic_score_codex":0.053697854,"about_ca_topic_score_gemma":0.023927871,"teacher_disagreement_score":0.18108927,"about_ca_system_score_codex":0.000020720734,"about_ca_system_score_gemma":0.000034970613,"threshold_uncertainty_score":0.9938829},"labels":[],"label_agreement":null},{"id":"W7066001238","doi":"","title":"Forward Modelling of Multifrequency SAR Backscatter of Snow-Covered Lake Ice: Investigating Varying Snow and Ice Properties Within a Radiative Transfer Framework","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Sea ice; Sea ice concentration; Cryosphere; Snow; Synthetic aperture radar; Sea ice thickness; Radiative transfer; Backscatter (email)","score_opus":0.02191793867951307,"score_gpt":0.20652606443409993,"score_spread":0.18460812575458685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066001238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99165994,0.00005135481,0.0071214153,0.00011766875,0.000077012424,0.00037458952,0.0003697866,0.000013678683,0.00021456255],"genre_scores_gemma":[0.98119974,0.000008640041,0.01103531,0.0000097421125,0.000043018874,0.0000023403609,0.00066458556,0.00003409927,0.0070025437],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99877024,0.00009033632,0.00029075454,0.00035076763,0.00027933257,0.00021856274],"domain_scores_gemma":[0.9989987,0.00010933809,0.00038948515,0.00022662345,0.00019260509,0.000083243474],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009554564,0.00027069976,0.00058823836,0.00013632019,0.00026592397,0.0000137626,0.00026040402,0.00011535564,0.00026207755],"category_scores_gemma":[0.000009842533,0.00029713908,0.00019807351,0.00024799127,0.00017492595,0.00035446812,0.000057365138,0.00045193516,0.0000017677293],"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":[0.00034196442,0.00032552236,0.006003021,0.0012446935,0.0008821385,0.0000021456776,0.75713223,0.20372519,0.021189371,0.006555793,0.00003755347,0.0025603564],"study_design_scores_gemma":[0.0033270824,0.0006630523,0.0038987761,0.0041171694,0.0015675072,2.2730654e-7,0.7756086,0.14141715,0.052632947,0.015045309,0.00007207464,0.001650137],"about_ca_topic_score_codex":0.013599636,"about_ca_topic_score_gemma":0.0007839203,"teacher_disagreement_score":0.06230804,"about_ca_system_score_codex":0.00003181357,"about_ca_system_score_gemma":0.00012532421,"threshold_uncertainty_score":0.9999481},"labels":[],"label_agreement":null},{"id":"W7066004380","doi":"","title":"The financialization of Transit Oriented Development in York South Weston, Toronto, Ontario","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regional Municipality of Waterloo; York University","funders":"","keywords":"Transit-oriented development; Financialization; Investment (military); Warrant; Speculation; Real estate; Urban planning; Transit (satellite); Sustainable development","score_opus":0.009886650549544214,"score_gpt":0.18625459303822314,"score_spread":0.17636794248867893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066004380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986371,0.00001724929,0.0002869613,0.000039147937,0.00018040213,0.00021364931,0.000024450199,0.000013020014,0.0005880136],"genre_scores_gemma":[0.7106368,0.0000031415598,0.00045664617,0.0000013036932,0.00003005996,0.0000018814446,0.0011385384,0.000018014074,0.28771365],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992521,0.000023885645,0.00017765949,0.00018621146,0.00018190849,0.00017827378],"domain_scores_gemma":[0.9994265,0.000022620196,0.00023814132,0.00016055179,0.000117177886,0.000035004083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006155907,0.00014636703,0.0002564392,0.00004877225,0.0002038457,0.0000075809035,0.00020446078,0.00006934752,0.0001268384],"category_scores_gemma":[0.0000015322066,0.00014461903,0.00010043081,0.00018581032,0.000041052674,0.00009382404,0.000022781316,0.00012548655,0.00001429539],"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":[0.00024482684,0.0002207903,0.023570666,0.00010124019,0.00020754273,0.0000022170411,0.9525321,0.0020485949,0.0005308574,0.009818135,0.00043752813,0.010285489],"study_design_scores_gemma":[0.0011374805,0.0000972868,0.489719,0.000311946,0.00014164032,9.769772e-9,0.50151414,0.000187836,0.0010663737,0.00050715404,0.0049009603,0.00041618478],"about_ca_topic_score_codex":0.44715455,"about_ca_topic_score_gemma":0.8756881,"teacher_disagreement_score":0.46614835,"about_ca_system_score_codex":0.000153061,"about_ca_system_score_gemma":0.00030479342,"threshold_uncertainty_score":0.5897393},"labels":[],"label_agreement":null},{"id":"W7066012479","doi":"","title":"Flexural Behavior and Strength of Cold-formed Steel L-Headers","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada)","funders":"","keywords":"Flexural strength; Deflection (physics); Header; Framing (construction); Cold-formed steel; Steel design; Size effect on structural strength; Design load","score_opus":0.012169589955716303,"score_gpt":0.22511184055955216,"score_spread":0.21294225060383587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066012479","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":[0.9902651,0.000038860373,0.0000012613826,0.00013936366,0.000068615605,0.00042968182,0.00011700796,0.000010134156,0.008929986],"genre_scores_gemma":[0.42157066,0.00004355522,0.00026776915,0.0000011653622,0.000016670061,0.0000013433868,0.00042992004,0.000010715602,0.57765824],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990596,0.000030237303,0.00013293528,0.00023675777,0.0003235943,0.00021686572],"domain_scores_gemma":[0.9992926,0.000030288109,0.00020620202,0.00021020602,0.00016098838,0.00009968131],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041436255,0.00017364758,0.00033825627,0.00020689731,0.00011946552,0.000008913215,0.00022403317,0.000104679086,0.016063508],"category_scores_gemma":[0.0000018072894,0.00020100821,0.00011572033,0.000117172836,0.00014346329,0.000039661772,0.00006830604,0.00019017057,0.000008992916],"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":[0.0010687838,0.0018949688,0.08044551,0.0020535327,0.0009326349,0.000092649425,0.25354418,0.000006438174,0.15510528,0.004620709,0.038630884,0.46160442],"study_design_scores_gemma":[0.0035733809,0.00057634234,0.21033047,0.0002796382,0.0004503502,8.90094e-7,0.7595482,0.0001822881,0.016932955,0.000021738737,0.007442302,0.00066145114],"about_ca_topic_score_codex":0.06727483,"about_ca_topic_score_gemma":0.016329976,"teacher_disagreement_score":0.5687282,"about_ca_system_score_codex":0.000008678783,"about_ca_system_score_gemma":0.0001361353,"threshold_uncertainty_score":0.9848359},"labels":[],"label_agreement":null},{"id":"W7066020933","doi":"","title":"Improvement to Highway Safety through Network Level Friction Testing and Cost Effective Pavement Maintenance","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"School of Mechanical Engineering, Purdue University; Federal Highway Administration; Florida Department of Transportation; Strong; Purdue University; U.S. Department of Transportation","keywords":"Work (physics); Limiting; Serviceability (structure); Hazard; Product (mathematics)","score_opus":0.012209215595318255,"score_gpt":0.2220158532850846,"score_spread":0.20980663768976635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066020933","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":[0.98025537,0.000015095484,0.0010257781,0.0012181532,0.00047617767,0.0033339192,0.0001747568,0.00003511516,0.013465657],"genre_scores_gemma":[0.16593102,0.000030012781,0.012077167,0.00004866066,0.00031699118,0.000045650657,0.00073306664,0.000045164405,0.8207723],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986171,0.000045264427,0.00016063308,0.00046458567,0.00031659045,0.0003957949],"domain_scores_gemma":[0.99893624,0.00011935238,0.00023008554,0.00027521123,0.0003123961,0.00012671258],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022129479,0.00025454437,0.0003349467,0.00009422753,0.00037070183,0.000034961206,0.00022871488,0.00011764556,0.005452243],"category_scores_gemma":[0.000011343838,0.0002774022,0.00008145623,0.00023282784,0.00004862034,0.000049490183,0.00019065317,0.00037746094,0.000028512932],"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":[0.00038950623,0.00018719358,0.003810402,0.00028978876,0.0002550529,0.000008615564,0.02562976,0.00009165261,0.06388337,0.0016004118,0.012519604,0.89133465],"study_design_scores_gemma":[0.008659492,0.0033221068,0.4196808,0.0022464641,0.0007802701,0.0000012231203,0.3146265,0.0026160781,0.030027,0.0017313735,0.2135902,0.0027185052],"about_ca_topic_score_codex":0.13719112,"about_ca_topic_score_gemma":0.049031463,"teacher_disagreement_score":0.88861614,"about_ca_system_score_codex":0.000042152267,"about_ca_system_score_gemma":0.00007416081,"threshold_uncertainty_score":0.9999678},"labels":[],"label_agreement":null},{"id":"W7066031572","doi":"","title":"Extremely Partisan Samples Impact Perceptions of Political Group Beliefs","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Social and Intergroup 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":"Regional Municipality of Waterloo","funders":"","keywords":"Sample (material); Perception; Politics; Selection bias; Homogeneous; Sampling bias; Sample size determination; Non-response bias","score_opus":0.033970975279078754,"score_gpt":0.3120259852299919,"score_spread":0.27805500995091315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066031572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99277604,0.000034624547,0.0000041933035,0.0010665422,0.0006251605,0.00018034958,0.00013042233,0.000085474196,0.005097226],"genre_scores_gemma":[0.7790744,0.00017442905,0.00014063032,0.000012931858,0.00013741667,5.955911e-7,0.00039391668,0.000020158284,0.22004552],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985002,0.00020162431,0.000163514,0.00029224297,0.00035617987,0.00048619046],"domain_scores_gemma":[0.99910223,0.00011553596,0.00020451758,0.00019212112,0.00018822798,0.00019733884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022510439,0.00017003994,0.0004303771,0.00025487063,0.00040899462,0.000014749551,0.00043965704,0.00045650918,0.0020520615],"category_scores_gemma":[0.00007011056,0.0001939002,0.0004047147,0.0003343885,0.000560581,0.00015741246,0.000040198753,0.00021612832,0.0001478744],"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":[0.00020299469,0.00026114413,0.01633566,0.000121588215,0.0002772601,0.00001748906,0.90792435,0.0000010836573,0.0066334773,0.05029057,0.01428039,0.0036539994],"study_design_scores_gemma":[0.00018888955,0.00014898498,0.38357946,0.00008089582,0.000078792844,2.49485e-7,0.61318827,0.0000014217319,0.000017837667,0.0019328621,0.00062736653,0.00015496236],"about_ca_topic_score_codex":0.57333827,"about_ca_topic_score_gemma":0.58614135,"teacher_disagreement_score":0.36724383,"about_ca_system_score_codex":0.00015723347,"about_ca_system_score_gemma":0.00014312989,"threshold_uncertainty_score":0.9988602},"labels":[],"label_agreement":null},{"id":"W7066048633","doi":"","title":"Fitness of Play: A Prototype for a Holistic Activity Space at Toronto’s Riverdale Park","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Realm; Value (mathematics); Ideology; Identity (music); Space (punctuation); Physical fitness; Expression (computer science); Fitness landscape","score_opus":0.018861391395137567,"score_gpt":0.23958584203921865,"score_spread":0.22072445064408108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066048633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99815106,0.000016003794,0.000033932432,0.000032868094,0.00024955207,0.000747928,0.00026705302,0.000029226943,0.00047238625],"genre_scores_gemma":[0.77846426,0.000009405601,0.00027576214,4.7093218e-7,0.00004187059,0.00000942391,0.0004006799,0.000021431339,0.22077672],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99919784,0.000021172109,0.00009935689,0.00025868104,0.0001722805,0.00025064315],"domain_scores_gemma":[0.99925864,0.000050766248,0.00029119305,0.00020594755,0.00012960842,0.00006383727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008688385,0.0001922047,0.000380856,0.00006126038,0.00016467016,0.000007693817,0.00021666565,0.00010733726,0.0003443747],"category_scores_gemma":[0.000003643684,0.00022312635,0.00016626967,0.00010705839,0.000050061833,0.00018233908,0.0000552312,0.00008746527,0.000034373425],"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":[0.017300028,0.0011196362,0.14636075,0.0077774394,0.0029400461,0.000026897647,0.63502383,0.00036341025,0.12872408,0.002446794,0.011492754,0.04642429],"study_design_scores_gemma":[0.006042817,0.0009646308,0.6115083,0.0010794724,0.00082386774,5.9876794e-7,0.11251188,0.003579758,0.25709036,0.0007876514,0.0037843643,0.0018262782],"about_ca_topic_score_codex":0.04047924,"about_ca_topic_score_gemma":0.038936544,"teacher_disagreement_score":0.52251196,"about_ca_system_score_codex":0.00008744387,"about_ca_system_score_gemma":0.00010309603,"threshold_uncertainty_score":0.9786004},"labels":[],"label_agreement":null},{"id":"W7066083972","doi":"","title":"Flooded with terror: Identifying existential threat in water crisis communication and exploring gender bias in the depths of water management","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mortality salience; Terror management theory; Salience (neuroscience); Existentialism; Climate change; Demise; Water scarcity","score_opus":0.05452475308141827,"score_gpt":0.2504912014740806,"score_spread":0.19596644839266233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066083972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982497,0.000005879264,0.000016033382,0.00019829783,0.00009677407,0.00027256188,0.000012968639,0.0000098510545,0.0011379436],"genre_scores_gemma":[0.9853882,0.000068943635,0.00030846958,0.000003083114,0.0000110176015,0.000008286479,0.0007540915,0.000019466332,0.013438393],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991453,0.000077879165,0.0001705903,0.00022061625,0.0001828127,0.00020276604],"domain_scores_gemma":[0.9994629,0.000040387084,0.000100893005,0.00031464145,0.000058014943,0.000023164983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016949936,0.00016581334,0.00024899692,0.00031631166,0.000121477504,0.000039925682,0.00026168808,0.000057339195,0.00018387166],"category_scores_gemma":[7.843404e-7,0.00011440366,0.00007425269,0.00011413391,0.000038600192,0.00029721,0.000109210894,0.00019756696,0.000030363248],"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":[0.0005578485,0.0006290341,0.04071946,0.0012350682,0.0007025095,0.000103289276,0.9485543,0.0018476536,0.0020012998,0.0011043767,0.00063491176,0.0019102743],"study_design_scores_gemma":[0.0012223108,0.00004796434,0.032963704,0.0004976835,0.00028405563,8.572081e-7,0.9494822,0.00012516402,0.014298219,0.00074867276,0.00008452375,0.00024466732],"about_ca_topic_score_codex":0.05546505,"about_ca_topic_score_gemma":0.06477812,"teacher_disagreement_score":0.012861442,"about_ca_system_score_codex":0.000026904952,"about_ca_system_score_gemma":0.000007130246,"threshold_uncertainty_score":0.95228726},"labels":[],"label_agreement":null},{"id":"W7066091046","doi":"","title":"Evaluating the feasibility of administering a combination of online dietary assessment tools in a cohort of adults in Alberta, Canada","year":2017,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Nutritional Studies and Diet","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":"Cohort; Recall; Cohort study; Prospective cohort study; Primary care; MEDLINE","score_opus":0.0673147810456171,"score_gpt":0.3278357385433156,"score_spread":0.2605209574976985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066091046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951298,0.000021807935,6.246811e-7,0.0042168186,0.000027320873,0.00037809493,0.000057725378,9.848525e-7,0.00016677692],"genre_scores_gemma":[0.9985824,0.000033175253,0.0007397545,0.000009844394,0.0000039684833,4.4217424e-7,0.0000295986,0.0000025299983,0.00059828156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992878,0.000044232744,0.00017679675,0.00012127502,0.000278135,0.00009179374],"domain_scores_gemma":[0.9991499,0.00012054975,0.0002765981,0.00025252256,0.00017527805,0.000025133744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030849111,0.00006180531,0.00032932436,0.000044920045,0.000060801136,0.0000015887655,0.00013540524,0.000029722398,0.000017472747],"category_scores_gemma":[0.0001258372,0.000055312434,0.00005193418,0.00005752471,0.00013197155,0.000074865435,0.00012977535,0.00007690167,5.184163e-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":[0.00076230976,0.0005674808,0.9906672,0.0004915675,0.000052839205,0.000010000613,0.004175588,0.000032054744,0.0021034842,0.000059630933,0.00003093214,0.0010469019],"study_design_scores_gemma":[0.0026558202,0.0006237492,0.9745838,0.0005571284,0.000046332243,8.2692173e-7,0.019730471,0.0014439598,0.0002665825,0.000046143003,0.0000032931196,0.000041860832],"about_ca_topic_score_codex":0.96028674,"about_ca_topic_score_gemma":0.98211527,"teacher_disagreement_score":0.021828575,"about_ca_system_score_codex":0.00013520711,"about_ca_system_score_gemma":0.00020458644,"threshold_uncertainty_score":0.22555757},"labels":[],"label_agreement":null},{"id":"W7066115605","doi":"","title":"\"Everybody should have choice\": Municipal &amp; Regional Planning, Social Policy, and Housing Options for Disabled Persons in Waterloo Region, Ontario","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Regional Municipality of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Nucleofection; Gestational period; Hyporeflexia; Articular cartilage damage; Demotion; TSG101","score_opus":0.04774412110383422,"score_gpt":0.2715441759168743,"score_spread":0.22380005481304008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066115605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972131,0.000023064875,0.00015525425,0.0015031797,0.00008031139,0.00035265432,0.00014309323,0.000020467905,0.0005088271],"genre_scores_gemma":[0.5051666,0.000005420891,0.0017528699,0.00003361348,0.0005371702,0.000008728227,0.006579898,0.00005209289,0.4858636],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998684,0.000053396212,0.0001880568,0.0004622621,0.00019655123,0.00041575747],"domain_scores_gemma":[0.9992031,0.00006722363,0.00024940865,0.00021836732,0.00014854885,0.00011334908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000054522192,0.0003117216,0.0005285929,0.00023652664,0.0006240516,0.000058999176,0.00023328458,0.00019940629,0.00009626111],"category_scores_gemma":[0.0000054715547,0.00037710604,0.00027842555,0.00018260113,0.00014213787,0.00028118235,0.0000826657,0.0004064623,0.0000028660495],"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":[0.00046985256,0.00073018036,0.0726809,0.00027700866,0.0006770281,0.000014627224,0.9003719,0.0022803931,0.001510603,0.01341598,0.0064984816,0.0010730305],"study_design_scores_gemma":[0.005011929,0.00020373461,0.24126741,0.0007452696,0.0008069774,8.059482e-7,0.7224958,0.0011168283,0.00007754433,0.005223143,0.021486681,0.0015638693],"about_ca_topic_score_codex":0.57562625,"about_ca_topic_score_gemma":0.6419413,"teacher_disagreement_score":0.49204654,"about_ca_system_score_codex":0.00022790913,"about_ca_system_score_gemma":0.0003321584,"threshold_uncertainty_score":0.9998681},"labels":[],"label_agreement":null},{"id":"W7066122921","doi":"","title":"Growing Sustainability: Hydroponic Cultivation of Food Sovereignty in Canada","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food sovereignty; Sustainability; Food systems; Agriculture; General partnership; Sustainable agriculture; Indigenous; Food processing; Aquaponics; Agency (philosophy)","score_opus":0.007759795400997532,"score_gpt":0.1825006061478916,"score_spread":0.17474081074689407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066122921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977847,0.00018183816,1.8647988e-7,0.00053012936,0.00030668336,0.00028432749,0.000100680256,0.0000144601345,0.0007970228],"genre_scores_gemma":[0.97639066,0.00003744042,0.000018779981,0.000006490291,0.000028143557,7.326318e-7,0.0006460862,0.0000023968132,0.022869252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99878377,0.000059240396,0.00027112025,0.0003203411,0.00032920722,0.00023631913],"domain_scores_gemma":[0.99921995,0.00006384732,0.00027657763,0.00009832293,0.00030675082,0.000034523237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022910647,0.00017364506,0.00037250188,0.00009060017,0.00010317759,0.000014350126,0.00032026085,0.00019470668,0.0001705105],"category_scores_gemma":[0.000025147145,0.00010493407,0.00011933606,0.0006930375,0.0000349668,0.00015424531,0.000056952675,0.0002512491,0.0000030800445],"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":[0.00134357,0.001063208,0.025316466,0.013236252,0.0014749626,0.0003614833,0.18998888,0.0028537316,0.31047896,0.353048,0.005696812,0.09513768],"study_design_scores_gemma":[0.0005422628,0.0005244342,0.024172805,0.0012030936,0.00014327661,0.0000033058784,0.9375733,0.0030363812,0.008732864,0.020599144,0.0025842895,0.0008848474],"about_ca_topic_score_codex":0.97634405,"about_ca_topic_score_gemma":0.9971907,"teacher_disagreement_score":0.7475844,"about_ca_system_score_codex":0.00080148864,"about_ca_system_score_gemma":0.0005435141,"threshold_uncertainty_score":0.42790872},"labels":[],"label_agreement":null},{"id":"W7066225430","doi":"","title":"Greenspace Planning in Ontario’s High-rise Environments: The greenspace planning context and experiences of families with children in high-rises","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Green Space and Health","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":"Neighbourhood (mathematics); Context (archaeology); Socialization; Population; Urban planning; Set (abstract data type)","score_opus":0.009046665564805979,"score_gpt":0.1963676042529933,"score_spread":0.1873209386881873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066225430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797565,0.0007492239,0.0000031467491,0.00045160291,0.00009096686,0.00052164873,0.000017328102,0.000017924007,0.00017251965],"genre_scores_gemma":[0.93527865,0.0001625384,0.00031875775,0.000025917827,0.000010680545,0.0000042038796,0.00008351005,0.000028591425,0.06408713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810845,0.0000943422,0.00023464304,0.00063666084,0.0005020442,0.0004238642],"domain_scores_gemma":[0.9991492,0.00007318306,0.0003361849,0.00033138943,0.0000081518765,0.0001018604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022144223,0.00037815477,0.0006187495,0.0002898447,0.00017954438,0.000023320928,0.00043381678,0.00024686687,0.00025462333],"category_scores_gemma":[0.0000049081004,0.00031755556,0.000063231244,0.0003052651,0.0005889826,0.0003619925,0.000187339,0.0006000688,0.00002029475],"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":[0.00023466056,0.000039411196,0.5455672,0.00005227843,0.00003588746,0.00006359825,0.45281515,0.0004861221,0.00010943608,0.000015470534,0.00030216103,0.0002786113],"study_design_scores_gemma":[0.0005428699,0.00020088114,0.5458711,0.0004915035,0.00005676027,0.00000306264,0.45239073,0.000031145802,0.000083808605,0.000018618624,0.00009382154,0.00021571928],"about_ca_topic_score_codex":0.90559036,"about_ca_topic_score_gemma":0.97773623,"teacher_disagreement_score":0.07214589,"about_ca_system_score_codex":0.00032022301,"about_ca_system_score_gemma":0.000073842304,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W7066440657","doi":"","title":"How Exposure to Personal Distress With and Without Self-Compassion Affects Emotional Distress Tolerance: Results from a Randomized Controlled Trial Conducted in a Sample of University Students and a Sample of Community Adults","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mindfulness and Compassion 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":"Distress; Feeling; Psychopathology; Randomized controlled trial; Emotional distress; Test (biology); Young adult; Cognition","score_opus":0.015088640143027418,"score_gpt":0.2618232368380187,"score_spread":0.24673459669499131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066440657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906638,0.000051701496,0.00013894291,0.00023685097,0.0002461496,0.0022056529,0.006406584,0.000019583184,0.00003070382],"genre_scores_gemma":[0.9895207,0.00001051245,0.00029416132,0.0000023178598,0.000013377321,0.000033387674,0.002332908,0.00001550058,0.007777128],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99639183,0.0021224525,0.00033840237,0.0004200294,0.00052514934,0.00020212824],"domain_scores_gemma":[0.99672604,0.001581612,0.0009800147,0.0003427684,0.00023528138,0.00013429958],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005880372,0.00030770953,0.001879313,0.00039683358,0.00029691908,0.00002398744,0.00042427846,0.00021142267,0.00058772723],"category_scores_gemma":[0.00016281047,0.00028918774,0.0002882364,0.00026035364,0.00022141261,0.00012019165,0.00018261709,0.0004650272,2.3858001e-7],"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":[0.8421683,0.0014596154,0.004310171,0.00024512253,0.000805099,0.000011412676,0.15025297,0.000010326822,0.000049968046,0.00019328334,0.00019625576,0.00029750128],"study_design_scores_gemma":[0.6039106,0.0010013009,0.06287463,0.00087418885,0.00044760708,0.0000010885866,0.33047757,0.00008831685,0.00002774748,0.000056435125,0.000021255844,0.00021924832],"about_ca_topic_score_codex":0.12050396,"about_ca_topic_score_gemma":0.08851059,"teacher_disagreement_score":0.23825768,"about_ca_system_score_codex":0.00007098797,"about_ca_system_score_gemma":0.00006268901,"threshold_uncertainty_score":0.999956},"labels":[],"label_agreement":null},{"id":"W7066451418","doi":"","title":"Identifying patterns of delinquency and victimization and their associations with mental disorders: a population-based investigation among Ontario children","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Juvenile delinquency; Mental health; Context (archaeology); Poison control; Suicide prevention; Socioeconomic status; Occupational safety and health","score_opus":0.006840037426642372,"score_gpt":0.19295157431900883,"score_spread":0.18611153689236645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066451418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989158,0.0000028337843,0.00025962802,0.00007769909,0.00007894465,0.00027720304,0.00033468552,0.000018579269,0.000034652672],"genre_scores_gemma":[0.9809122,0.000013469605,0.000512721,0.0000020596542,0.000013410387,0.0000015937419,0.008877861,0.00001836496,0.009648319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999416,0.00002632564,0.00013669944,0.00020454504,0.00011820482,0.00009824594],"domain_scores_gemma":[0.99927634,0.000057557754,0.00038673528,0.000095990465,0.00013568909,0.000047675152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000043969383,0.00015171802,0.00021001832,0.00018223996,0.00021435041,0.000034011024,0.000060842012,0.00008099881,0.0001185198],"category_scores_gemma":[0.000005141309,0.0001571265,0.0000525978,0.00011183511,0.00003102993,0.00027058608,0.00001880141,0.00012316051,0.00000184745],"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":[0.000017154542,0.000039674705,0.9619412,0.00004758414,0.00014142689,1.7183183e-7,0.036603168,0.00066665426,0.00003885983,0.0000602372,0.000026962602,0.00041692724],"study_design_scores_gemma":[0.0005083661,0.00004959907,0.95492154,0.0003321355,0.00015690444,8.7075314e-8,0.04235148,0.0009828683,0.00027385948,0.0002674267,0.0000018031436,0.00015391366],"about_ca_topic_score_codex":0.72968405,"about_ca_topic_score_gemma":0.819539,"teacher_disagreement_score":0.089855,"about_ca_system_score_codex":0.000059832342,"about_ca_system_score_gemma":0.0000714294,"threshold_uncertainty_score":0.64074326},"labels":[],"label_agreement":null},{"id":"W7066494123","doi":"","title":"Impacts of seismic line restoration on CO2, CH4, and biomass","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Biomass (ecology); Graminoid; Forb; Understory; Tree line; Boreal; Disturbance (geology)","score_opus":0.0076955413935968055,"score_gpt":0.19996042474332998,"score_spread":0.19226488334973318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066494123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99827933,0.000047101785,0.000003436673,0.00039722808,0.000109835164,0.00010710959,0.00003373739,0.000010054733,0.0010121752],"genre_scores_gemma":[0.91865987,0.00020005257,0.00014648066,0.000014996054,0.000013509603,1.440905e-7,0.0011671195,0.000008607743,0.079789236],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993047,0.00004334152,0.00009246618,0.00025026634,0.00016608977,0.00014310158],"domain_scores_gemma":[0.9995086,0.000023374532,0.00020685105,0.00016928652,0.000021850272,0.000070005226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008851173,0.00013117117,0.00027251992,0.00009476109,0.00008448043,0.0000063779894,0.00012602311,0.00017776142,0.0003895203],"category_scores_gemma":[0.00001084761,0.00013901955,0.000058963662,0.00012774087,0.000096112155,0.00010101247,0.000059301823,0.0001044331,0.00001608348],"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":[0.002411343,0.00096004375,0.2520796,0.0013624914,0.00042945656,0.00041099353,0.18617573,0.0009927825,0.51669145,0.00017752983,0.023943415,0.014365142],"study_design_scores_gemma":[0.002590023,0.0014315743,0.9053851,0.00037655074,0.00026865466,0.000011804799,0.049093653,0.0014842006,0.035360944,0.0002321121,0.0031063748,0.0006590059],"about_ca_topic_score_codex":0.038991343,"about_ca_topic_score_gemma":0.13882737,"teacher_disagreement_score":0.65330553,"about_ca_system_score_codex":0.00006589601,"about_ca_system_score_gemma":0.000022684968,"threshold_uncertainty_score":0.9674081},"labels":[],"label_agreement":null},{"id":"W7066526733","doi":"","title":"Impacts of Dredging and Brush Cutting of Paired Agricultural Drainage Ditches on GHG Emissions and Nutrient Filtration Capacity","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ditch; Drainage; Greenhouse gas; Dredging; Nutrient; Agriculture; Vegetation (pathology); Nutrient pollution; Surface runoff; Water pollution","score_opus":0.014048614597466,"score_gpt":0.21578063937414985,"score_spread":0.20173202477668384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066526733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987622,0.000062171835,0.0000017376293,0.0002492041,0.00018695378,0.00018307912,0.00017886942,0.00001862192,0.00035714352],"genre_scores_gemma":[0.9854391,0.00007359968,0.00029237333,0.0000035578623,0.000017418266,6.570809e-7,0.00021937619,0.00000824661,0.013945637],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99908274,0.000081121376,0.00018453531,0.00026294874,0.00023457449,0.00015410417],"domain_scores_gemma":[0.9990532,0.00010823189,0.00048063757,0.00014494895,0.00013159573,0.00008143239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017215329,0.0001604731,0.0003555499,0.0001578935,0.00032034123,0.000020904467,0.00012464634,0.000109924076,0.00022006323],"category_scores_gemma":[0.0000636232,0.00015416041,0.00009068756,0.00012610017,0.00010141225,0.00023111491,0.00006242397,0.00016226507,7.987561e-7],"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":[0.000109665685,0.00008669902,0.00033121245,0.0003685217,0.000026887243,0.0000032961395,0.11434427,0.000043450786,0.88379943,0.00033338222,0.0003330829,0.00022007637],"study_design_scores_gemma":[0.00076803105,0.00047526477,0.0751598,0.000947675,0.00022152154,0.000009558603,0.49916178,0.00027655502,0.42224294,0.00024659297,0.00011847833,0.0003718061],"about_ca_topic_score_codex":0.034982793,"about_ca_topic_score_gemma":0.011561673,"teacher_disagreement_score":0.46155652,"about_ca_system_score_codex":0.00005633771,"about_ca_system_score_gemma":0.00003846543,"threshold_uncertainty_score":0.97144336},"labels":[],"label_agreement":null},{"id":"W7066654607","doi":"","title":"Identifying Determinants of Performance for Females Completing a Paramedic Physical Employment Test","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Occupational Health and Performance","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":"Logistic regression; Lift (data mining); Test (biology); Physical fitness; Categorical variable; Regression analysis","score_opus":0.10486809381653144,"score_gpt":0.3968028479412885,"score_spread":0.29193475412475706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066654607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99776375,0.000036611604,0.0000067955093,0.000119201824,0.00068827864,0.000962078,0.00024740995,0.000055972854,0.000119901546],"genre_scores_gemma":[0.82895994,0.00020223262,0.00072408887,0.00001829515,0.00018148792,0.000013053618,0.0008808056,0.000040186813,0.16897988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840236,0.000072708885,0.00037114412,0.0002960565,0.0003697817,0.00048794333],"domain_scores_gemma":[0.9976628,0.0007731254,0.000847586,0.00022649266,0.00037018905,0.00011983871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000392391,0.00020618289,0.00061151956,0.00024557207,0.0008435048,0.000003029271,0.000299382,0.0002568613,0.00006264044],"category_scores_gemma":[0.00008880356,0.00022424155,0.00015374154,0.00020669341,0.000079353784,0.00014411364,0.00006800911,0.00038355633,0.00013730992],"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":[0.0011337375,0.00021828445,0.6452853,0.033210635,0.00007197117,0.0000072659054,0.3050809,0.000029807818,0.0008936416,0.000083316074,0.0020816908,0.011903489],"study_design_scores_gemma":[0.0015502635,0.0005199011,0.7963413,0.005792647,0.00015638435,5.0217113e-7,0.18666044,0.0071095205,0.0006210285,0.00009629526,0.000806775,0.0003449571],"about_ca_topic_score_codex":0.008966836,"about_ca_topic_score_gemma":0.0341501,"teacher_disagreement_score":0.16885997,"about_ca_system_score_codex":0.00010648271,"about_ca_system_score_gemma":0.00039343577,"threshold_uncertainty_score":0.99763256},"labels":[],"label_agreement":null},{"id":"W7066720474","doi":"","title":"An Investigation of Human Annotators' AI Teammate Selection and Compliance Behaviours","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ethics and Social Impacts of AI","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":"Blackberry (Canada)","funders":"","keywords":"Selection (genetic algorithm); Context (archaeology); Annotation; Compliance (psychology); Set (abstract data type); Exploratory research; Empirical research; Strengths and weaknesses","score_opus":0.028465645586269888,"score_gpt":0.3150281795660585,"score_spread":0.2865625339797886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066720474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971033,0.000054621472,8.915523e-7,0.0016994987,0.00021368264,0.0001871,0.000024524083,0.00005872533,0.00065769337],"genre_scores_gemma":[0.9415283,0.00012789993,0.0001623834,0.000019098885,0.00005943027,2.001078e-7,0.00023130597,0.00001666403,0.05785468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989597,0.00014633048,0.00011540977,0.00024667554,0.00034637918,0.0001855063],"domain_scores_gemma":[0.99901044,0.000022780072,0.00023465634,0.00010091022,0.0004862564,0.00014497602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004403987,0.0001322425,0.00026376187,0.00020338407,0.0006634538,0.00007766299,0.00020359228,0.00041418558,0.000052261643],"category_scores_gemma":[0.000017711209,0.00017011093,0.00007252444,0.0002550617,0.00038952072,0.0005817588,0.000017862345,0.00034958363,0.0000050000435],"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":[0.000029136236,0.00003512239,0.006632802,0.00034083193,0.000052825824,0.0000048822926,0.9628862,0.000003547468,0.015088209,0.0134248985,0.00055101194,0.0009505267],"study_design_scores_gemma":[0.0003461988,0.00046031017,0.08258707,0.00088031206,0.0003950326,4.6013545e-7,0.88851696,0.000103357204,0.0043827556,0.02165814,0.00017050287,0.00049887714],"about_ca_topic_score_codex":0.3431438,"about_ca_topic_score_gemma":0.5747769,"teacher_disagreement_score":0.23163308,"about_ca_system_score_codex":0.00008255517,"about_ca_system_score_gemma":0.0002282755,"threshold_uncertainty_score":0.6936922},"labels":[],"label_agreement":null},{"id":"W7066749098","doi":"","title":"Integrated Solid Phase, Aqueous Phase and Numerical Investigation of Plume\\nGeochemistry at an Oil Sand Mining Facility","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Tailings; Aquifer; Groundwater; Plume; Sorption; Sulfate; Leachate; Geochemical modeling; Naphthenic acid; Nitrate","score_opus":0.011698646094218891,"score_gpt":0.25072411507128933,"score_spread":0.23902546897707044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066749098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99554,0.000038733484,0.000026636386,0.000112149304,0.000035099605,0.00014576859,0.0006840364,0.000017798864,0.0033997681],"genre_scores_gemma":[0.7112302,0.00000854421,0.0004909804,0.0000019683496,0.000025174031,0.0000013210833,0.011602306,0.000010771174,0.27662873],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988137,0.00006900899,0.00020678795,0.00038840587,0.00030140174,0.00022068161],"domain_scores_gemma":[0.99900097,0.00003711431,0.00030260874,0.00025715053,0.00024428673,0.0001578958],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009188359,0.00022847608,0.00041277462,0.00013584532,0.00015124441,0.000020307114,0.00020017097,0.00015046273,0.013875509],"category_scores_gemma":[0.0000065183062,0.0002659358,0.00009119458,0.00016119865,0.00017855188,0.000056717723,0.000075956224,0.00020215125,0.0000043024106],"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":[0.0008991665,0.00069167884,0.0045911977,0.00064640236,0.00015618929,0.000015771026,0.032477126,0.0000070832866,0.63505316,0.000010534562,0.0044541163,0.3209976],"study_design_scores_gemma":[0.014845672,0.0014844424,0.0038819388,0.0005966442,0.0006174732,0.0000025248964,0.3231916,0.01169829,0.63657695,0.0000946213,0.0056916145,0.0013182085],"about_ca_topic_score_codex":0.06824619,"about_ca_topic_score_gemma":0.0058381516,"teacher_disagreement_score":0.31967938,"about_ca_system_score_codex":0.000024389365,"about_ca_system_score_gemma":0.00015673059,"threshold_uncertainty_score":0.99997926},"labels":[],"label_agreement":null},{"id":"W7066790824","doi":"","title":"The Integration of Green Infrastructure and Equity within Urban Planning: An Academic and Applicative Exploration","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sustainable Building Design and Assessment","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":"Green infrastructure; Equity (law); Climate change; Acknowledgement; Green economy; Critical infrastructure; Ignorance; Urban resilience; Sustainable development","score_opus":0.018322449524274965,"score_gpt":0.25215916699551905,"score_spread":0.23383671747124407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066790824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814874,0.0006151391,0.00070866896,0.00008038538,0.00007624393,0.00022223963,0.000011068851,0.00003853538,0.000099007],"genre_scores_gemma":[0.98562086,0.0005486667,0.0011794621,0.000002965854,0.000032484968,0.0000019231138,0.00037687874,0.000022002421,0.012214769],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994003,0.00004203728,0.00011406527,0.00017984757,0.0001478444,0.00011591114],"domain_scores_gemma":[0.9995246,0.00003515095,0.00015147711,0.00014541979,0.000092039336,0.00005130244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012895094,0.00015090773,0.00020914536,0.00009948015,0.00013820402,0.00002438036,0.00014782813,0.00022279662,0.0000031600628],"category_scores_gemma":[0.000008747731,0.00014221571,0.000025225556,0.000118352604,0.00007297942,0.000302786,0.000044983368,0.00030943254,1.2046904e-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":[0.00022201608,0.00001841631,0.0012507818,0.001131172,0.00022635385,0.0000118267535,0.7913275,0.0028503493,0.15821317,0.0041037183,0.0006767594,0.039967936],"study_design_scores_gemma":[0.00037277292,0.00012204899,0.010930377,0.00032559925,0.00013843738,0.000002147699,0.9492756,0.015095612,0.020698,0.002639775,0.00012900663,0.00027061277],"about_ca_topic_score_codex":0.001273987,"about_ca_topic_score_gemma":0.0014608743,"teacher_disagreement_score":0.1579481,"about_ca_system_score_codex":0.000047057147,"about_ca_system_score_gemma":0.000047739883,"threshold_uncertainty_score":0.5799388},"labels":[],"label_agreement":null},{"id":"W7066898324","doi":"","title":"Investigating Solutions for Self-Healing and Crack Mitigation of Flexible Pavement Materials","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Graphite, nuclear technology, radiation 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":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asphalt; Dynamic shear rheometer; Cracking; Differential scanning calorimetry; Thermogravimetric analysis; Scanning electron microscope; Service life; Rut; Cement","score_opus":0.018458768346879623,"score_gpt":0.23310751949464906,"score_spread":0.21464875114776943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066898324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99775755,0.0002518276,0.0000130106655,0.00042449625,0.00040589407,0.0005292275,0.00043718988,0.00014150538,0.00003931158],"genre_scores_gemma":[0.9629743,0.00023959405,0.017192017,0.00002494601,0.00003494807,0.000015333337,0.00087168056,0.000047880014,0.018599315],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9988226,0.00007366587,0.0002480545,0.00034321603,0.00023740547,0.00027504712],"domain_scores_gemma":[0.99887276,0.000069597736,0.000656491,0.0002182949,0.00013535713,0.000047528996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043718575,0.00017207212,0.00040707536,0.00035589986,0.00066206657,0.000019850617,0.0002287633,0.00017563961,0.00038042394],"category_scores_gemma":[0.00003904659,0.00021925934,0.000076752425,0.00018806681,0.00018042218,0.00015045505,0.00014550221,0.00009437555,0.0000056067993],"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":[0.00003737612,0.00006569435,0.00036330897,0.00088243326,0.000111425856,9.927337e-7,0.089342944,0.0000560568,0.90299624,0.00489386,0.0009971362,0.00025252477],"study_design_scores_gemma":[0.0014350327,0.00047875455,0.014308242,0.00032320383,0.00058653706,0.0000027788956,0.6229382,0.00026525444,0.3542175,0.003658183,0.0011587762,0.0006274841],"about_ca_topic_score_codex":0.0035060542,"about_ca_topic_score_gemma":0.0018322151,"teacher_disagreement_score":0.5487787,"about_ca_system_score_codex":0.000081355094,"about_ca_system_score_gemma":0.000060299426,"threshold_uncertainty_score":0.89411366},"labels":[],"label_agreement":null},{"id":"W7067038130","doi":"","title":"Investigating the Causes of the Lower Electroluminescence Stability of OLEDs with Solution-Coated versus Vacuum-Deposited Host:Guest Systems","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"OLED; Fabrication; Electroluminescence; Liquid-crystal display; Diode; Electroluminescent display","score_opus":0.01236681441766086,"score_gpt":0.2086065612678109,"score_spread":0.19623974685015005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067038130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979291,0.000010520141,0.000013987667,0.00013141336,0.0010030005,0.00039710102,0.00018646718,0.000023863875,0.00030453457],"genre_scores_gemma":[0.9826478,0.0000068383765,0.00004121303,0.0000012029188,0.00004693925,0.000002332989,0.00025862074,0.000022067912,0.016973034],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890184,0.00010531067,0.00022262573,0.00024524744,0.0003079772,0.00021699593],"domain_scores_gemma":[0.99791646,0.0003221751,0.0006929735,0.00044869876,0.00057016936,0.000049528968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011485642,0.0002150948,0.00036560054,0.00008582569,0.00028663775,0.00002265786,0.00040464816,0.0001052349,0.00007466284],"category_scores_gemma":[0.000030135943,0.00015406823,0.0001612254,0.0004930637,0.00024193562,0.00013388226,0.00006810422,0.00028808918,0.000011743295],"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":[0.0038758263,0.0028690074,0.34094638,0.0041495976,0.0054276604,0.000024023157,0.18709487,0.0011167292,0.4417001,0.0040043634,0.008674404,0.0001170508],"study_design_scores_gemma":[0.0025421984,0.0009717663,0.05505124,0.0027599486,0.0017782182,0.0000016449188,0.34123197,0.0023568424,0.5924297,0.00001319088,0.00015520309,0.00070806255],"about_ca_topic_score_codex":0.16456462,"about_ca_topic_score_gemma":0.044686373,"teacher_disagreement_score":0.28589514,"about_ca_system_score_codex":0.00005271074,"about_ca_system_score_gemma":0.00021305922,"threshold_uncertainty_score":0.9727456},"labels":[],"label_agreement":null},{"id":"W7067072998","doi":"","title":"Investigating the current approach to developing data governance in the Canadian smart city","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","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":"Ontario Drive & Gear (Canada)","funders":"","keywords":"Data governance; Smart city; Corporate governance; Accountability; Big data; Information governance; E-governance; Open data","score_opus":0.07053496020713133,"score_gpt":0.2348371714747394,"score_spread":0.16430221126760808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067072998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94858414,0.00022137216,0.0000024676099,0.015082855,0.00070127373,0.0005194011,0.00038643443,0.000016858736,0.03448519],"genre_scores_gemma":[0.70766383,0.00008372884,0.00047942926,0.0021951743,0.00032595056,0.000009471827,0.005853287,0.00002771721,0.2833614],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889535,0.00015908362,0.00011217775,0.00032396338,0.00027249733,0.00023693462],"domain_scores_gemma":[0.9991792,0.000062024985,0.00015826218,0.00047495437,0.00006385669,0.00006173239],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004812469,0.0001432478,0.00022540806,0.00012127501,0.0014405859,0.00007366361,0.0014973086,0.000057125668,0.00092623953],"category_scores_gemma":[0.0000454252,0.00010789199,0.00006621,0.00017607259,0.00016677301,0.000143636,0.00020180129,0.0005705767,0.000013820054],"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":[0.000011638877,0.000044254375,0.00044460528,0.0001182508,0.000080728714,0.0000062009713,0.8570606,0.000033587326,0.0000014456817,0.10147274,0.03418275,0.0065432023],"study_design_scores_gemma":[0.00014384602,0.000020801475,0.020090092,0.00009268944,0.00018286581,5.381068e-7,0.37541848,0.0003700034,0.0000013213592,0.0008299992,0.6025554,0.00029393975],"about_ca_topic_score_codex":0.89344966,"about_ca_topic_score_gemma":0.99867547,"teacher_disagreement_score":0.56837267,"about_ca_system_score_codex":0.00015303477,"about_ca_system_score_gemma":0.0003800893,"threshold_uncertainty_score":0.99998707},"labels":[],"label_agreement":null},{"id":"W7067185027","doi":"","title":"The Liminality of everyday life - Creatives in the context of the Islands Trust","year":2003,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Industries and Urban Development","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":"Regional Municipality of Waterloo","funders":"","keywords":"Liminality; Context (archaeology); Everyday life; Embeddedness; Ethnography; Lifeworld; Vernacular; Human settlement; Settlement (finance)","score_opus":0.024667409228091346,"score_gpt":0.2405500988922022,"score_spread":0.21588268966411084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067185027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836375,0.00023679763,1.5093379e-7,0.0071988516,0.00019729004,0.00032853527,0.000025179485,0.0000035400699,0.008372159],"genre_scores_gemma":[0.49989715,0.00036731287,0.000007566966,0.000025264733,0.000013000698,4.3824028e-7,0.000016667638,0.0000029418923,0.49966967],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986171,0.0004396732,0.00017497767,0.00013781212,0.00045298747,0.00017742194],"domain_scores_gemma":[0.9988866,0.00021718384,0.00044182362,0.00021356248,0.0002082999,0.000032521904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007277698,0.00011895782,0.00027099258,0.000038519087,0.0005861766,0.000020108315,0.00072500296,0.00019150967,0.00016907102],"category_scores_gemma":[0.00017339118,0.00006603146,0.00015896214,0.00034492745,0.00058889954,0.00011120357,0.00003624397,0.00022393698,0.0000015846114],"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":[0.0001389575,0.000060489223,0.008932976,0.00005029211,0.00008233203,0.0000013711019,0.95868057,0.0000014970934,0.000060970262,0.0031372106,0.027245808,0.0016074989],"study_design_scores_gemma":[0.00019818758,0.000032164786,0.06177069,0.00009983362,0.000052676445,1.08671976e-7,0.90764475,0.0000010924398,0.0003198493,0.000120709825,0.029677926,0.00008199495],"about_ca_topic_score_codex":0.1422469,"about_ca_topic_score_gemma":0.43576533,"teacher_disagreement_score":0.4912975,"about_ca_system_score_codex":0.00006857332,"about_ca_system_score_gemma":0.0003309843,"threshold_uncertainty_score":0.86346495},"labels":[],"label_agreement":null},{"id":"W7067230196","doi":"","title":"The Lighthouse Keeper","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Scientific Computing and Data Management","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":"Variety (cybernetics); Tourism; Fishing; Order (exchange); Emerging technologies; Virtual reality","score_opus":0.053778081477082906,"score_gpt":0.29251236896199545,"score_spread":0.23873428748491254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067230196","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":[0.9885377,0.00008694032,0.00003023142,0.0026695244,0.004223018,0.00021924579,0.000039891973,0.00014204181,0.0040513687],"genre_scores_gemma":[0.010168909,0.00007444091,0.00023661142,0.000010905748,0.00004678128,1.8878477e-7,0.0001245762,0.0000151137865,0.9893225],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9971807,0.00013708774,0.00023865938,0.000688055,0.0014653357,0.0002901329],"domain_scores_gemma":[0.9970631,0.00066049356,0.0003853288,0.0014544277,0.00035147005,0.00008517379],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002719637,0.0001595639,0.00027905652,0.00042290878,0.000846423,0.0003303909,0.0024399355,0.00012391576,0.00023404894],"category_scores_gemma":[0.00047938226,0.00011576093,0.00022615686,0.000942354,0.0001296038,0.00017086261,0.00042573747,0.00017868337,0.002993284],"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":[0.00010570453,0.000037389123,0.00023644706,0.00002881258,0.00009250417,0.000052903026,0.092183016,0.00010054866,0.00012866035,0.0010302906,0.8041832,0.10182053],"study_design_scores_gemma":[0.00033325175,0.00005554209,0.017601155,0.00009608283,0.00009376951,8.6610163e-7,0.6975317,0.0013084153,0.00015112222,0.0049580075,0.27752897,0.00034111732],"about_ca_topic_score_codex":0.010771571,"about_ca_topic_score_gemma":0.09522202,"teacher_disagreement_score":0.9852711,"about_ca_system_score_codex":0.000032890817,"about_ca_system_score_gemma":0.00006670422,"threshold_uncertainty_score":0.997783},"labels":[],"label_agreement":null},{"id":"W7067251104","doi":"","title":"LSTM Based Remaining Useful Life Prediction for Lithium-Ion EV Batteries","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Radioactive contamination and transfer","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":"Blackberry (Canada)","funders":"University of Waterloo","keywords":"Overfitting; Artificial neural network; Battery (electricity); Time series; Window (computing); Mean squared error; Battery capacity; Support vector machine","score_opus":0.010854687256888654,"score_gpt":0.19771284675686998,"score_spread":0.18685815949998133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067251104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99345416,0.00003928083,0.0009769496,0.001271383,0.00073391583,0.00048748928,0.00015996463,0.0001026762,0.002774158],"genre_scores_gemma":[0.5897984,0.00003513203,0.0010945272,0.00007470423,0.00006661208,0.0000043985897,0.0011884114,0.00004477203,0.40769306],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988778,0.00004611624,0.000128981,0.0004388631,0.00030530916,0.00020290971],"domain_scores_gemma":[0.9995102,0.00005191958,0.00010382418,0.00018783886,0.000043481614,0.00010268239],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017402023,0.00020816331,0.00025303886,0.00016437224,0.0002106351,0.000031514246,0.00020398537,0.00024268658,0.0014267173],"category_scores_gemma":[0.000019909394,0.0002381504,0.00018841517,0.00017280606,0.00010885559,0.0003406998,0.000017520339,0.00018444867,0.00015588912],"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":[0.0041835415,0.00064066576,0.027471475,0.0043829125,0.0010094905,0.00011402846,0.6616236,0.0022094732,0.19198169,0.0010576383,0.08068316,0.024642345],"study_design_scores_gemma":[0.0050516757,0.0014497819,0.5469353,0.001683225,0.0018002349,0.0000054137113,0.29790005,0.02269268,0.044494163,0.000661325,0.07537601,0.0019501252],"about_ca_topic_score_codex":0.0037201755,"about_ca_topic_score_gemma":0.01625072,"teacher_disagreement_score":0.51946384,"about_ca_system_score_codex":0.0001850016,"about_ca_system_score_gemma":0.00004654259,"threshold_uncertainty_score":0.9994861},"labels":[],"label_agreement":null},{"id":"W7067309264","doi":"","title":"Mediations of Shattered Water: Environmental Intimacy &amp; the Dissolution of the Self","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Impermanence; Self; Deterritorialization; Natural (archaeology); Subjectivity; Psychic; Process (computing); Perception","score_opus":0.018517065849281537,"score_gpt":0.181308331528228,"score_spread":0.16279126567894647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067309264","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":[0.9868746,0.0002120926,0.0000023263456,0.0006220922,0.0012814612,0.0002276324,0.0010506982,0.0000070219244,0.009722086],"genre_scores_gemma":[0.49103242,0.0003006074,0.000054607943,0.0000032344033,0.000015797663,4.8620035e-7,0.00015592616,0.000007275976,0.50842965],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99922144,0.000016953696,0.00025944403,0.00026883167,0.00006478559,0.00016854994],"domain_scores_gemma":[0.9984484,0.000020835349,0.00089572056,0.0005838699,0.000025144655,0.000026037504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027800695,0.00013589903,0.00040486822,0.00012939058,0.00039858485,0.000017017523,0.0007450847,0.00011559668,0.0022714413],"category_scores_gemma":[0.000016579745,0.000107403495,0.00027088606,0.00004380092,0.00031800818,0.0001881114,0.00016497195,0.0001126996,0.0005682587],"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":[0.0001942335,0.00059394736,0.055910572,0.0006617823,0.0019124532,0.000001767586,0.8651571,0.00020792423,0.0040223496,0.00957026,0.06016738,0.0016002052],"study_design_scores_gemma":[0.002682455,0.00011985118,0.5086328,0.00030933743,0.0007103907,0.000001983803,0.3153805,0.0006132857,0.006549958,0.004563877,0.15932533,0.0011102718],"about_ca_topic_score_codex":0.009296381,"about_ca_topic_score_gemma":0.0060547222,"teacher_disagreement_score":0.5497766,"about_ca_system_score_codex":0.00007505355,"about_ca_system_score_gemma":0.000017548055,"threshold_uncertainty_score":0.9986406},"labels":[],"label_agreement":null},{"id":"W7067348959","doi":"","title":"Moving On Up: Investigating the Embodied Metaphor of Verticality and its Effect on Overconfidence","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Action Observation and Synchronization","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; University of Waterloo","keywords":"Embodied cognition; Overconfidence effect; Metaphor; Affect (linguistics); Value (mathematics); Proposition; Field (mathematics); Mental image; Association (psychology)","score_opus":0.0270887527160508,"score_gpt":0.2722280956581118,"score_spread":0.245139342942061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067348959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995333,0.0000659512,0.0000053450976,0.0005720812,0.0005787922,0.00034971372,0.000026426396,0.00003078173,0.0030378916],"genre_scores_gemma":[0.87916666,0.000020123132,0.00002372295,0.00010361812,0.000017291813,0.0000018679721,0.00018376872,0.000016626584,0.1204663],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99858636,0.00043955434,0.00016397297,0.00032901653,0.00033596414,0.00014515623],"domain_scores_gemma":[0.9988147,0.00036412658,0.00036972048,0.00028764264,0.00010845507,0.000055379358],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041205043,0.0001743263,0.00032546947,0.00015738323,0.0003129549,0.000011285286,0.00023141876,0.00017398315,0.0017862907],"category_scores_gemma":[0.00017017259,0.00016116232,0.000099816905,0.00022054407,0.00008065922,0.00010630897,0.000042956955,0.00035757816,0.000028199454],"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":[0.003639345,0.0004609747,0.012945528,0.001826644,0.0013695527,0.000036141362,0.8008958,0.00071985717,0.028920714,0.12274149,0.006656414,0.019787498],"study_design_scores_gemma":[0.0043162135,0.0031406977,0.427923,0.00080727105,0.0010449066,0.0000061554247,0.53319633,0.004276373,0.020989027,0.00087014626,0.0023520333,0.0010778396],"about_ca_topic_score_codex":0.0061129457,"about_ca_topic_score_gemma":0.0019227649,"teacher_disagreement_score":0.4149775,"about_ca_system_score_codex":0.00007230203,"about_ca_system_score_gemma":0.00004034757,"threshold_uncertainty_score":0.9991262},"labels":[],"label_agreement":null},{"id":"W7067614672","doi":"","title":"Masks and Caricatures: Prosopopoeia, Ethopoeia, and the Effect of Social Media on Canadian Political Leaders’ Debates","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Ethos; Politics; Social media; Rhetorical question; Argument (complex analysis); Citizen journalism","score_opus":0.015246281466847209,"score_gpt":0.19145623903381304,"score_spread":0.17620995756696584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067614672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659168,0.0011694574,1.3217213e-7,0.0020379848,0.00081309676,0.00032483437,0.0010090992,0.000009481353,0.02871912],"genre_scores_gemma":[0.61627877,0.00018967284,0.000022309767,0.000038133552,0.00004257099,0.0000023419668,0.00017227838,0.000017882257,0.38323605],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99900365,0.000051380386,0.00016688892,0.0003844762,0.000056192865,0.00033742117],"domain_scores_gemma":[0.9992149,0.0002357264,0.0002490364,0.00015776504,0.000022314569,0.00012027753],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005646051,0.00017679059,0.0006452176,0.00035205297,0.00044800085,0.00002488335,0.0002363737,0.00018330257,0.0010098943],"category_scores_gemma":[0.00009698503,0.00017557529,0.00013647601,0.00011013202,0.0007332266,0.00007217969,0.00007812867,0.0002605072,0.00005976264],"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":[0.0007953674,0.000032681175,0.0063895155,0.00056654494,0.0007187788,0.00001624214,0.68119115,0.000007878028,0.000004977022,0.27731177,0.032139763,0.00082533376],"study_design_scores_gemma":[0.0039326292,0.00028861905,0.02144955,0.00006188775,0.00032519174,0.0000024194087,0.94699603,0.00011182537,0.000090163005,0.0034745922,0.022667505,0.000599572],"about_ca_topic_score_codex":0.3595408,"about_ca_topic_score_gemma":0.26669115,"teacher_disagreement_score":0.35451692,"about_ca_system_score_codex":0.0001321379,"about_ca_system_score_gemma":0.000042333344,"threshold_uncertainty_score":0.9999033},"labels":[],"label_agreement":null},{"id":"W7067681466","doi":"","title":"New method to improve the diagnostic utility of OCTA images in retinal disease","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Air Quality and Health Impacts","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":"University of Waterloo","funders":"","keywords":"Foveal avascular zone; Image quality; Process (computing); Optical coherence tomography angiography; Medical imaging; Medical diagnosis; Foveal","score_opus":0.01520893843518022,"score_gpt":0.2789583522279876,"score_spread":0.26374941379280736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067681466","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":[0.9833035,0.00016923962,0.0003009737,0.013988196,0.00022427533,0.00069914677,0.00014724136,0.00002376072,0.0011436599],"genre_scores_gemma":[0.33193418,0.0002532482,0.022484468,0.00048567605,0.000086872555,0.0000029164169,0.00023567968,0.00005173931,0.6444652],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985897,0.00019255486,0.00017930284,0.00039124474,0.00036333525,0.00028385912],"domain_scores_gemma":[0.9988733,0.00027146324,0.0001629383,0.00036731362,0.000017253715,0.00030775616],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006343966,0.00017602785,0.0003095757,0.00009323781,0.000096646,0.0000120384775,0.00045326626,0.00013193849,0.0015455202],"category_scores_gemma":[0.00019612997,0.00015760047,0.000118232456,0.00031184158,0.00010447616,0.00014738002,0.00019061335,0.00030621167,0.00018548868],"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":[0.0028163677,0.0004059759,0.031878427,0.0043167174,0.000098250006,0.00022629733,0.6403131,0.00044437783,0.0048699207,0.00045952323,0.1704966,0.14367443],"study_design_scores_gemma":[0.0004289422,0.0002370867,0.9095881,0.00060538744,0.00024713762,7.2234644e-7,0.07956889,0.00058252993,0.0017128872,0.0029661835,0.0037049528,0.00035714763],"about_ca_topic_score_codex":0.21840473,"about_ca_topic_score_gemma":0.1059737,"teacher_disagreement_score":0.8777097,"about_ca_system_score_codex":0.0001151258,"about_ca_system_score_gemma":0.00014207287,"threshold_uncertainty_score":0.9993672},"labels":[],"label_agreement":null},{"id":"W7067690679","doi":"","title":"Multi-scale habitat selection of land cover proportion by farmland birds in Ontario","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Protist diversity and phylogeny","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":"Habitat; Land cover; Agriculture; Biodiversity; Agricultural land; Vegetation (pathology); Ecosystem services; Land use; Habitat fragmentation","score_opus":0.0067082880884874515,"score_gpt":0.1953809438853054,"score_spread":0.18867265579681797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067690679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991408,0.00009742385,0.000021336038,0.000024504765,0.00012064428,0.00027649556,0.00014236677,0.000005933336,0.00017051665],"genre_scores_gemma":[0.69388944,0.00010147576,0.00058832887,0.000008005502,0.000010939632,0.0000011502705,0.005009571,0.000015817433,0.30037525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999225,0.000054206917,0.00011038988,0.0002969489,0.00016683221,0.00014659029],"domain_scores_gemma":[0.9995112,0.000003081414,0.00022077982,0.0001367567,0.00008932451,0.000038865695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010107642,0.0001427653,0.00023121967,0.00011852852,0.000096119285,0.0000046810273,0.00018322967,0.0002673493,0.00036552598],"category_scores_gemma":[0.0000046597393,0.00018211194,0.00011059263,0.000096783486,0.000047411202,0.00000988731,0.000068481524,0.00020256195,0.000004383048],"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":[0.0008318849,0.00023640356,0.63157195,0.00015837551,0.00009439442,0.0000062348195,0.010521632,0.00011902711,0.35447285,0.0000011156592,0.0018279898,0.00015815174],"study_design_scores_gemma":[0.0035476142,0.0011630153,0.8133586,0.00009273347,0.00021303067,0.000005756285,0.017996145,0.00013050057,0.15476106,0.000016552185,0.00806858,0.000646402],"about_ca_topic_score_codex":0.32781854,"about_ca_topic_score_gemma":0.90972936,"teacher_disagreement_score":0.58191085,"about_ca_system_score_codex":0.000092807815,"about_ca_system_score_gemma":0.0001657115,"threshold_uncertainty_score":0.74263096},"labels":[],"label_agreement":null},{"id":"W7067929289","doi":"","title":"Native speaker constructions in multilingual families","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"First language; Construct (python library); German; Focus (optics); Context (archaeology); Language family","score_opus":0.011497732478567994,"score_gpt":0.24040312477967526,"score_spread":0.22890539230110726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067929289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99307,0.00020485827,0.0000015245403,0.00023198189,0.0002848962,0.00024953022,0.0001336149,0.000046360128,0.005777239],"genre_scores_gemma":[0.657961,0.0003129978,0.0018781296,0.000019153276,0.000037516293,8.9848254e-7,0.0021237526,0.000024710414,0.33764187],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99914443,0.000042518157,0.00011159412,0.00026012148,0.00026493645,0.00017636693],"domain_scores_gemma":[0.99940014,0.00009885651,0.00013218293,0.00017825274,0.000112917536,0.00007764643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073653886,0.00015641566,0.0003713908,0.00041285154,0.00012363981,0.000004473795,0.00012401256,0.00017068746,0.00077184575],"category_scores_gemma":[0.00011274977,0.0001883916,0.00012421088,0.00024747875,0.00012472767,0.000069792746,0.000060515453,0.00045348873,0.000017380493],"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":[0.0040908456,0.0010310117,0.06780632,0.0014068449,0.0007994466,0.002561733,0.8608979,0.00046465461,0.0024063878,0.0015548033,0.005108694,0.051871363],"study_design_scores_gemma":[0.002411559,0.00028419064,0.105298676,0.0004437637,0.0002874917,0.000023129582,0.8871287,0.00020874155,0.0014451381,0.000079545935,0.0020989804,0.0002900473],"about_ca_topic_score_codex":0.07000099,"about_ca_topic_score_gemma":0.09115127,"teacher_disagreement_score":0.335109,"about_ca_system_score_codex":0.00012209572,"about_ca_system_score_gemma":0.00017552811,"threshold_uncertainty_score":0.936192},"labels":[],"label_agreement":null},{"id":"W7068029362","doi":"","title":"Multistate Models for Biomarker Processes","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Context (archaeology); Estimation; Observational study; Dependency (UML); Markov model; Markov chain; Markov process; Cohort; Disease","score_opus":0.01947365711755876,"score_gpt":0.20123862517908495,"score_spread":0.1817649680615262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7068029362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926062,0.0005597548,0.0006873702,0.00028490077,0.00025002423,0.0004101553,0.0005131529,0.00006295071,0.0046254843],"genre_scores_gemma":[0.71331143,0.00040715715,0.0060662706,0.000023667286,0.000026840176,4.3630448e-7,0.0065018395,0.0000066084654,0.2736557],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992557,0.00002128865,0.000112633395,0.00023565184,0.00015427421,0.00022043723],"domain_scores_gemma":[0.9992009,0.00010460263,0.00020136603,0.00012254408,0.00029359103,0.00007701662],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011685807,0.00016327114,0.00026761543,0.0001357974,0.00024736818,0.000025971633,0.00029228235,0.00019207333,0.0009329008],"category_scores_gemma":[0.000030318046,0.00014867003,0.000090183166,0.00016818801,0.00006103697,0.0003316698,0.0000064017527,0.00007904956,0.000083346546],"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":[0.006315536,0.0004018015,0.024477478,0.039045975,0.0010436347,0.000050957162,0.29210058,0.059336692,0.00030800354,0.0016174874,0.036356617,0.53894526],"study_design_scores_gemma":[0.0057496005,0.0023578845,0.16869317,0.0015941061,0.0012513723,0.000017115897,0.3296177,0.34610066,0.0018949978,0.058218822,0.08041125,0.0040933047],"about_ca_topic_score_codex":0.032216884,"about_ca_topic_score_gemma":0.2254557,"teacher_disagreement_score":0.53485197,"about_ca_system_score_codex":0.0000025189183,"about_ca_system_score_gemma":0.00007710633,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W7070041602","doi":"","title":"The Pair Cache Problem","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Caching and Content Delivery","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":"Blackberry (Canada)","funders":"","keywords":"Cache; Cache algorithms; Cache invalidation; Smart Cache; Cache coloring; Cache pollution; Page cache","score_opus":0.012564051096706455,"score_gpt":0.19071335166510556,"score_spread":0.17814930056839912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070041602","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":[0.9876042,0.0004103475,0.00029664754,0.0074605467,0.0015655272,0.00037745663,0.000013404387,0.00059057534,0.0016812905],"genre_scores_gemma":[0.026174078,0.00020578313,0.0006428819,0.000021601594,0.00003515358,6.683125e-7,0.00007791838,0.000017851955,0.97282404],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885285,0.000078489444,0.00010172857,0.0003566119,0.000336854,0.00027344457],"domain_scores_gemma":[0.9989123,0.00009965904,0.000188537,0.0005839809,0.00015000967,0.00006551951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786484,0.00017082658,0.0002148039,0.0001406111,0.0005171726,0.00009050352,0.0014817823,0.00016266995,0.000008493279],"category_scores_gemma":[0.000011496297,0.00015135668,0.00020404253,0.0002910588,0.000051614745,0.00027528257,0.0001906214,0.00028301653,0.0002060348],"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":[0.00031532554,0.00020133483,0.0006767093,0.0007708081,0.00091331435,0.0004926295,0.53593534,0.00031353996,0.0075646713,0.030591642,0.21766925,0.2045554],"study_design_scores_gemma":[0.0031831467,0.00091386255,0.024174064,0.0018060097,0.00060612033,0.000028337618,0.8475063,0.033006135,0.0021170098,0.014419052,0.06899983,0.0032401457],"about_ca_topic_score_codex":0.041776188,"about_ca_topic_score_gemma":0.07378041,"teacher_disagreement_score":0.97114277,"about_ca_system_score_codex":0.00004987525,"about_ca_system_score_gemma":0.00010398946,"threshold_uncertainty_score":0.96460474},"labels":[],"label_agreement":null},{"id":"W7070140790","doi":"","title":"Counting Bases","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Graph Theory 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":"Blackberry (Canada)","funders":"","keywords":"Matroid; Pfaffian; Bipartite graph; Class (philosophy); Polytope; Matching (statistics); Characterization (materials science); Matroid partitioning","score_opus":0.011495399728766344,"score_gpt":0.22712273903125,"score_spread":0.21562733930248365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070140790","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":[0.98696405,0.00020987113,0.005124187,0.00039864512,0.0003950014,0.00027419277,0.000022353066,0.00022235514,0.006389375],"genre_scores_gemma":[0.035531975,0.000056797257,0.02648572,0.000015164303,0.000042217565,4.16312e-7,0.00025209307,0.000027696216,0.9375879],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985419,0.00007341602,0.00010435866,0.0004598908,0.00047196104,0.00034846718],"domain_scores_gemma":[0.99878734,0.00008219219,0.00022131298,0.0005724188,0.00026338326,0.00007337709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002074371,0.00019570222,0.00029921543,0.00041753173,0.00025043538,0.00004744324,0.0014043804,0.00017674424,0.000071388255],"category_scores_gemma":[0.000017550181,0.00023860854,0.00015496557,0.00045165693,0.00009173444,0.00058452954,0.00017827321,0.00027377624,0.000082962884],"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":[0.0010182103,0.0011657226,0.006301713,0.004164668,0.0008671942,0.0020903463,0.34180135,0.0020195206,0.0745857,0.31835988,0.060808916,0.18681678],"study_design_scores_gemma":[0.009774344,0.002058072,0.07032297,0.004382055,0.00072159385,0.0000777884,0.5066746,0.044502895,0.12699872,0.15261227,0.07199853,0.009876175],"about_ca_topic_score_codex":0.01434841,"about_ca_topic_score_gemma":0.022300737,"teacher_disagreement_score":0.95143205,"about_ca_system_score_codex":0.00006058647,"about_ca_system_score_gemma":0.0001053821,"threshold_uncertainty_score":0.9955397},"labels":[],"label_agreement":null},{"id":"W7070154982","doi":"","title":"Self-Dual Graphs","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Finite Group Theory 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":false,"ca_institutions":"Blackberry (Canada)","funders":"","keywords":"Class (philosophy); Graph; Construct (python library); Graph theory; New class","score_opus":0.021513504888543453,"score_gpt":0.24992938216292176,"score_spread":0.22841587727437832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070154982","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":[0.98607033,0.000061181985,0.000005460505,0.00011813434,0.00019622322,0.00038446204,0.00006650643,0.00021301857,0.012884707],"genre_scores_gemma":[0.021527456,0.000059911814,0.011976013,0.000003449188,0.000052008945,7.3197714e-7,0.0007533234,0.000081943865,0.9655452],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982646,0.00014778748,0.00017126556,0.0003999795,0.00060133194,0.000415032],"domain_scores_gemma":[0.99858725,0.00020956383,0.00028707946,0.00054141704,0.0002714909,0.00010320392],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035478597,0.00029866153,0.00053270324,0.0005567052,0.0002059954,0.000024213146,0.0005395222,0.00046631618,0.00049746217],"category_scores_gemma":[0.000039713577,0.00035396722,0.00029574422,0.00034131558,0.000104763116,0.00016335245,0.00009431371,0.00046634275,0.00018914536],"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":[0.0018822012,0.0023435256,0.0014208048,0.012906048,0.0020149774,0.0011944347,0.49369803,0.000008734481,0.00913446,0.31344172,0.15810277,0.0038522726],"study_design_scores_gemma":[0.005063025,0.0009978851,0.006422377,0.001145807,0.0018362992,0.000033084158,0.49876156,0.00043766786,0.008863305,0.4629259,0.010640424,0.0028726715],"about_ca_topic_score_codex":0.009231487,"about_ca_topic_score_gemma":0.040368948,"teacher_disagreement_score":0.96454287,"about_ca_system_score_codex":0.00009768798,"about_ca_system_score_gemma":0.000108298045,"threshold_uncertainty_score":0.9998912},"labels":[],"label_agreement":null},{"id":"W7070158880","doi":"","title":"Concurrency in C∀","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Clay minerals and soil interactions","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":"Blackberry (Canada)","funders":"","keywords":"Concurrency; Semantics (computer science); Synchronization (alternating current); Non-lock concurrency control; Concurrent computing; Concurrent object-oriented programming; Isolation (microbiology); Extension (predicate logic); Concurrency control; Multiversion concurrency control","score_opus":0.014323165922268875,"score_gpt":0.23905481527899447,"score_spread":0.2247316493567256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070158880","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":[0.99405634,0.00006087895,0.0000012746226,0.00015418754,0.0011153289,0.00011032148,0.000052242467,0.000029170793,0.0044202725],"genre_scores_gemma":[0.31939185,0.000076399396,0.0005384648,0.000008008764,0.00006945946,4.159014e-7,0.00025074123,0.000014721011,0.67964995],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99918914,0.00003868481,0.00012713988,0.00028219298,0.00016440217,0.00019845448],"domain_scores_gemma":[0.99937946,0.000022872955,0.00018155942,0.00021874298,0.00014473216,0.00005264484],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010715863,0.00014557464,0.00029273794,0.00020952316,0.00009230702,0.000018638893,0.00029838446,0.0001882799,0.0043573906],"category_scores_gemma":[0.000015318112,0.00016722566,0.00009833297,0.00012828772,0.00008178832,0.00019228773,0.000036276575,0.00015217833,0.0005894969],"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":[0.00041257203,0.0003065241,0.00081338786,0.0004249502,0.000040676136,0.000099807425,0.29010487,0.000020871637,0.6711631,0.0007844125,0.033045698,0.0027831283],"study_design_scores_gemma":[0.0035907154,0.0008540006,0.03602864,0.0024400868,0.00034912574,0.000015473719,0.69482684,0.00072966184,0.22105889,0.0015201308,0.03641715,0.002169279],"about_ca_topic_score_codex":0.076025866,"about_ca_topic_score_gemma":0.3248697,"teacher_disagreement_score":0.67522967,"about_ca_system_score_codex":0.000059439946,"about_ca_system_score_gemma":0.00007298698,"threshold_uncertainty_score":0.99655277},"labels":[],"label_agreement":null},{"id":"W7070200496","doi":"","title":"Optometry Outreach in Indigenous Communities in British Columbia, Saskatchewan, and Manitoba","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ophthalmology and Visual Impairment Studies","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":"University of Waterloo","funders":"Canadian Optometric Education Trust Fund","keywords":"Outreach; Indigenous; Stakeholder; Thematic analysis; Public health; Health care; Referral; Presentation (obstetrics)","score_opus":0.016521535936640137,"score_gpt":0.26884950326544493,"score_spread":0.2523279673288048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070200496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99865466,0.00044178157,3.4548613e-8,0.000101052196,0.00014705907,0.00044187604,0.000043303116,0.000042617252,0.00012760262],"genre_scores_gemma":[0.7385368,0.00068912696,0.00006336536,0.000012318485,0.000010992301,0.0000013060187,0.0006231203,0.000020520576,0.26004246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990752,0.00008635074,0.00015650422,0.00022210338,0.00016240832,0.0002974306],"domain_scores_gemma":[0.9994943,0.00007969839,0.00011616326,0.00017609542,0.00007226956,0.00006144477],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020927758,0.00014666498,0.00064734847,0.00045121057,0.00017818778,0.000024518038,0.00013575552,0.00037768268,0.00008171852],"category_scores_gemma":[0.000013336131,0.00026340017,0.00006995853,0.00033442822,0.0001838714,0.00009588372,0.00010088642,0.0004934424,0.00001713103],"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":[0.00012214963,0.00029769668,0.7410545,0.00089055405,0.000106246494,0.00067090284,0.25446883,3.5958658e-7,0.000024428695,1.2894998e-7,0.0003959869,0.0019682471],"study_design_scores_gemma":[0.0008806731,0.00028144827,0.51720744,0.0006957836,0.00006310329,0.000022372755,0.4807131,0.0000020153363,0.000004152984,0.000014600186,0.000009310509,0.000105974155],"about_ca_topic_score_codex":0.9230547,"about_ca_topic_score_gemma":0.99478906,"teacher_disagreement_score":0.2601179,"about_ca_system_score_codex":0.00012235333,"about_ca_system_score_gemma":0.000088367364,"threshold_uncertainty_score":0.9999818},"labels":[],"label_agreement":null},{"id":"W7070204345","doi":"","title":"Uncertain Memory","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Photography and Visual 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":"University of Waterloo","funders":"","keywords":"Ambiguity; Painting; Focus (optics); Identity (music); Literal and figurative language; Process (computing); Personal identity","score_opus":0.020346603177724115,"score_gpt":0.21489169313422546,"score_spread":0.19454508995650135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070204345","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":[0.9450188,0.00015768148,3.0905582e-7,0.00026508037,0.00073136925,0.00016835936,0.00018574309,0.00007653464,0.053396076],"genre_scores_gemma":[0.11555674,0.000070876435,0.000019094141,0.00002159504,0.00018188692,3.06977e-7,0.0003626192,0.000016520271,0.88377035],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992584,0.000034090575,0.000080648664,0.00023775552,0.00019069605,0.00019841536],"domain_scores_gemma":[0.9993804,0.000017472956,0.00017275866,0.00019368224,0.00017054773,0.00006513832],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005851111,0.00019719423,0.00028597386,0.00018232361,0.0003711665,0.000029236942,0.00029630633,0.00017947512,0.0058128773],"category_scores_gemma":[0.0000034222408,0.00016870248,0.000250822,0.00003556006,0.0001818821,0.00021022787,0.000022342498,0.00016256927,0.00018317635],"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":[0.00023919878,0.000077448356,0.000022038987,0.00035194625,0.00021471639,0.000032814925,0.94668,2.5412533e-7,0.0051809936,0.016355004,0.02872459,0.0021209603],"study_design_scores_gemma":[0.00068611035,0.00017870642,0.00023454716,0.000475599,0.0002233217,7.834432e-7,0.8859136,0.0000025839508,0.004224823,0.0010015421,0.106536455,0.00052190584],"about_ca_topic_score_codex":0.034355354,"about_ca_topic_score_gemma":0.15101942,"teacher_disagreement_score":0.8303743,"about_ca_system_score_codex":0.000022481621,"about_ca_system_score_gemma":0.000037961672,"threshold_uncertainty_score":0.99509597},"labels":[],"label_agreement":null},{"id":"W7070436158","doi":"","title":"Political movement: The role of grassroots activism on the development of wastewater treatment policy in Victoria, Canada","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Grassroots; Politics; Power (physics); Work (physics); Process (computing)","score_opus":0.010239039687402238,"score_gpt":0.19287447442758596,"score_spread":0.18263543474018373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070436158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955304,0.00004907951,2.7698334e-8,0.0020995291,0.00016947993,0.00017251725,0.000086619395,0.0000039454444,0.0018884018],"genre_scores_gemma":[0.96019465,0.000020206591,0.000017559494,0.000021972306,0.000020198951,3.5256784e-7,0.00019322945,0.000003000409,0.039528824],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99914485,0.00008772737,0.00013821857,0.00016164697,0.00020697576,0.0002606023],"domain_scores_gemma":[0.9994506,0.00018107334,0.00013524259,0.00016183704,0.00003381412,0.0000374205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011735886,0.00014876536,0.0002805869,0.0001400711,0.00016145657,0.0000021973094,0.00024271483,0.00010112925,0.00012972426],"category_scores_gemma":[0.000012650678,0.00009077265,0.000056495726,0.00015418703,0.0001099878,0.000026111124,0.000016577313,0.00011282567,0.000009549468],"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":[0.0011397122,0.00025266575,0.40742558,0.00028266234,0.0016706996,0.00006531421,0.56674093,0.0005625087,0.0014292062,0.008781948,0.0013266826,0.010322057],"study_design_scores_gemma":[0.00028966754,0.00015111403,0.72132033,0.00006311598,0.00004816794,2.5246192e-7,0.26993522,0.000036193673,0.0062052086,0.0012977546,0.00053133303,0.0001216814],"about_ca_topic_score_codex":0.9678302,"about_ca_topic_score_gemma":0.99784726,"teacher_disagreement_score":0.31389472,"about_ca_system_score_codex":0.00004539034,"about_ca_system_score_gemma":0.0004008671,"threshold_uncertainty_score":0.3701601},"labels":[],"label_agreement":null},{"id":"W7070461081","doi":"","title":"Parkdale People's Palace: Rethinking a Heritage Church as Revitalized Social Infrastructure","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Religious Tourism and Spaces","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":"Neighbourhood (mathematics); Equity (law); Cultural heritage; Social equality; Work (physics); Gentrification; Face (sociological concept); Community building","score_opus":0.010027081366785979,"score_gpt":0.24823154623436677,"score_spread":0.2382044648675808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070461081","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":[0.97875684,0.00031363152,6.620609e-7,0.0023211653,0.00082958257,0.00045780087,0.00003955122,0.0002669928,0.017013757],"genre_scores_gemma":[0.18397972,0.004251414,0.0002706083,0.000026753276,0.00033715507,0.0000012991621,0.00045808792,0.000054495256,0.8106205],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974514,0.0003191962,0.00019027863,0.00052337366,0.0009482237,0.00056750904],"domain_scores_gemma":[0.9987334,0.00010159531,0.00046911134,0.0002695624,0.00026326408,0.00016305246],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005841622,0.00031912987,0.0007082246,0.00029563843,0.0016332963,0.00011775054,0.00079596706,0.000983673,0.000619272],"category_scores_gemma":[0.000111820016,0.00038246342,0.0003804691,0.0006941031,0.0002727625,0.00027441446,0.00010239005,0.0005661108,0.00017271636],"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":[0.00014362978,0.000018596871,0.000985477,0.00029852215,0.00011235175,0.00009759491,0.8895821,0.0000036247393,0.0003215451,0.000794555,0.106558904,0.0010831015],"study_design_scores_gemma":[0.00061011635,0.00006501921,0.012686584,0.00028734558,0.00021624919,0.000001126038,0.9570805,0.000007816367,0.000046650115,0.0059201494,0.022525797,0.0005526365],"about_ca_topic_score_codex":0.25964049,"about_ca_topic_score_gemma":0.4948675,"teacher_disagreement_score":0.79477715,"about_ca_system_score_codex":0.00017032471,"about_ca_system_score_gemma":0.00047462597,"threshold_uncertainty_score":0.99986273},"labels":[],"label_agreement":null},{"id":"W7070505941","doi":"","title":"Planning for Decolonization: Examining Municipal Support of Indigenous-led Initiatives within the Settler Colonial Context of Canada","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Context (archaeology); Work (physics); Space (punctuation); Solidarity; Traditional knowledge","score_opus":0.018141763545201396,"score_gpt":0.2673213492345837,"score_spread":0.24917958568938234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070505941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99342436,0.000081663704,0.0000018493841,0.0002886952,0.0009580077,0.0009649885,0.00023658825,0.000011074939,0.004032778],"genre_scores_gemma":[0.8675761,0.00015665154,0.00016062116,0.000020263142,0.000074943746,0.0000016886083,0.00093007565,0.000018390254,0.13106126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99841803,0.00031478878,0.0002700862,0.00020663258,0.0004712927,0.00031915703],"domain_scores_gemma":[0.99786377,0.00036462012,0.0010124533,0.00017406789,0.0005086186,0.00007647808],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008071308,0.00014502965,0.00040301995,0.00016434431,0.004491539,0.00000957862,0.00050992786,0.00019570836,0.0002802388],"category_scores_gemma":[0.000021265781,0.00014141026,0.000075605625,0.00027696716,0.0002604046,0.00015533243,0.000005923281,0.00020167581,4.0937928e-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":[0.00019557377,0.000056606445,0.0019622974,0.00022157814,0.00010979682,0.000003765082,0.9910644,0.00008869877,0.00000964464,0.0059243017,0.00033936946,0.000023949384],"study_design_scores_gemma":[0.00040232087,0.00027269093,0.0066351932,0.00006503828,0.00011053418,4.385844e-7,0.97482985,0.000010316212,0.00035095098,0.00007987796,0.017083975,0.00015884035],"about_ca_topic_score_codex":0.9843542,"about_ca_topic_score_gemma":0.99981415,"teacher_disagreement_score":0.12702848,"about_ca_system_score_codex":0.00036152147,"about_ca_system_score_gemma":0.029300515,"threshold_uncertainty_score":0.9968045},"labels":[],"label_agreement":null},{"id":"W7070810620","doi":"","title":"Resident Perceptions of Tourism in a\\nRapidly Growing Mountain Tourism Destination","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Contemporary art, education, critique","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":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Tourism; Government (linguistics); Population; Context (archaeology); Work (physics); Wildlife tourism","score_opus":0.01366919668144573,"score_gpt":0.2784605474200535,"score_spread":0.26479135073860777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070810620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875888,0.000091771624,0.000048789057,0.0054704417,0.00033280402,0.0004384493,0.000013033834,0.000043001783,0.0059728613],"genre_scores_gemma":[0.51547825,0.00036860676,0.0014890786,0.000011704881,0.000101727106,8.7887975e-7,0.00022086393,0.000016341546,0.48231253],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99807054,0.0005074551,0.0002758011,0.0003275202,0.00051697507,0.00030172765],"domain_scores_gemma":[0.9987046,0.00014899131,0.00037247792,0.0002328,0.00042981753,0.00011129869],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016727968,0.0001746538,0.00033962194,0.0008638334,0.00042348466,0.000023365743,0.00041510633,0.00039199792,0.0005618313],"category_scores_gemma":[0.00011375883,0.00025102182,0.0001474161,0.0005047341,0.00019516092,0.0015945329,0.000025516938,0.00030574063,0.0000157505],"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":[0.00010539362,0.00017573181,0.013426118,0.00022017627,0.000034449557,0.000059301452,0.9679293,0.000028321581,0.003355059,0.005129101,0.007642524,0.0018945141],"study_design_scores_gemma":[0.00031540488,0.00004849325,0.103443034,0.0003662055,0.00004926686,4.773765e-7,0.89216566,0.0000147350975,0.00051887834,0.0018619739,0.0009805795,0.00023531569],"about_ca_topic_score_codex":0.48579693,"about_ca_topic_score_gemma":0.67756104,"teacher_disagreement_score":0.47633967,"about_ca_system_score_codex":0.00036836523,"about_ca_system_score_gemma":0.00063661666,"threshold_uncertainty_score":0.9999942},"labels":[],"label_agreement":null},{"id":"W7070821011","doi":"","title":"Postman Problems on Mixed Graphs","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Vehicle Routing Optimization Methods","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 Waterloo; Consejo Nacional de Ciencia y Tecnología","keywords":"Mixed graph; Conjecture; Undirected graph; Graph; Traverse; Enhanced Data Rates for GSM Evolution; Linear programming; Eulerian path","score_opus":0.008879276959484027,"score_gpt":0.19707778546265073,"score_spread":0.1881985085031667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070821011","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":[0.99183774,0.00007859143,0.00027527736,0.00007430914,0.0005760335,0.00027595475,0.000037108915,0.00042600188,0.006418989],"genre_scores_gemma":[0.15047601,0.00020885257,0.046318028,0.000014333213,0.000079712954,0.0000015380658,0.0029717854,0.0002415021,0.7996882],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902105,0.000059391215,0.00014069925,0.00026869905,0.0002511756,0.00025900733],"domain_scores_gemma":[0.9993606,0.000034112585,0.00012567047,0.00030272335,0.00010888289,0.00006800349],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013567692,0.00026952953,0.0003536837,0.0004222054,0.00011154616,0.000018516697,0.00029508348,0.0003571973,0.00009459603],"category_scores_gemma":[0.000007763168,0.00034869544,0.00016052106,0.00029244635,0.000033669734,0.00010774251,0.000017606999,0.00030251764,0.000057285524],"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":[0.00019791136,0.00023124994,0.0009850075,0.0028987592,0.0005688752,0.000078715006,0.090591826,0.83659285,0.022814995,0.0015675557,0.027324304,0.01614794],"study_design_scores_gemma":[0.013915308,0.002349166,0.15789397,0.0077576945,0.003001314,0.00003145613,0.24866211,0.40550584,0.12091307,0.0053235483,0.02224571,0.012400824],"about_ca_topic_score_codex":0.0047703395,"about_ca_topic_score_gemma":0.011870756,"teacher_disagreement_score":0.8413617,"about_ca_system_score_codex":0.00007762639,"about_ca_system_score_gemma":0.000020521666,"threshold_uncertainty_score":0.9998965},"labels":[],"label_agreement":null},{"id":"W7070847676","doi":"","title":"Reduction of TCE and Chromate by Granular Iron in the Presence of Dissolved CaCO&lt;sub&gt;3&lt;/sub&gt;","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Insights and Digital Impacts","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":"University of Waterloo","funders":"","keywords":"Chromium; Precipitation; Liquation; Iron oxide","score_opus":0.02285051261699799,"score_gpt":0.22497496079190743,"score_spread":0.20212444817490943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070847676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974693,0.00059948076,0.00008910912,0.0003379039,0.0001781043,0.0003407584,0.00003411743,0.000026350866,0.000924861],"genre_scores_gemma":[0.9815446,0.00044539524,0.00039904448,0.0000080516065,0.000015852798,3.8931063e-7,0.00017235852,0.000010403949,0.017403869],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850506,0.00007912938,0.00023578106,0.000409628,0.0004902988,0.00028010164],"domain_scores_gemma":[0.9987463,0.00005552993,0.00045888405,0.0004465329,0.00019854856,0.000094229916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024576814,0.00024882786,0.00042451086,0.00024142012,0.000118241616,0.00007525987,0.0007473611,0.00022221051,0.00000554636],"category_scores_gemma":[0.000022149143,0.00020026395,0.00012165219,0.00046415886,0.00021155889,0.0012685938,0.00012528115,0.00016687566,0.0000024864858],"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":[0.00018341788,0.0002328567,0.00008358695,0.0005338762,0.000040363153,0.000046699046,0.15611069,0.000057476056,0.8340535,0.0018771425,0.0031475548,0.0036328407],"study_design_scores_gemma":[0.0033302372,0.0016182865,0.08752709,0.0021009764,0.00035023977,0.00010062237,0.10521968,0.0031899307,0.7902603,0.0028619238,0.0016871014,0.0017535734],"about_ca_topic_score_codex":0.012755405,"about_ca_topic_score_gemma":0.013872736,"teacher_disagreement_score":0.08744351,"about_ca_system_score_codex":0.000043225784,"about_ca_system_score_gemma":0.000047236394,"threshold_uncertainty_score":0.99381876},"labels":[],"label_agreement":null},{"id":"W7070857954","doi":"","title":"A Purity Benchmarking Study of Superconducting Single-qubit Fluctuations","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cultural Identity and Heritage","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 Waterloo","funders":"","keywords":"Transmon; Quantum error correction; Noise (video); Quantum noise; Quantum; Qubit; Coherence (philosophical gambling strategy); Quantum technology; Open quantum system","score_opus":0.05220010920549138,"score_gpt":0.22549923986764836,"score_spread":0.17329913066215696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070857954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966227,0.000033669614,1.0106235e-7,0.000089230416,0.00078407174,0.0003560708,0.000059957405,0.00007740064,0.0019768376],"genre_scores_gemma":[0.5777475,0.000015619657,0.00003288431,0.0000016018757,0.000121158984,4.795825e-7,0.0003670423,0.000016012515,0.42169765],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989865,0.00005610745,0.00019531096,0.00027645897,0.00030205722,0.00018358325],"domain_scores_gemma":[0.9991121,0.000042443433,0.00026257779,0.00021114697,0.00032869368,0.000043030595],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001129304,0.00018266967,0.00041076177,0.00028655253,0.0006023443,0.00008315479,0.00028230686,0.000116482595,0.0018258606],"category_scores_gemma":[0.000021272432,0.00020842763,0.00017688145,0.0001041388,0.000115780815,0.0004855945,0.000073857234,0.00022911622,0.000054165845],"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":[0.000032130753,0.00031111305,0.0001448093,0.0003359168,0.00018120311,0.000017616729,0.991722,0.0000063609587,0.004716999,0.0010340416,0.0008407898,0.0006570511],"study_design_scores_gemma":[0.00037191005,0.00026193124,0.0020854366,0.00020515049,0.00028057382,3.8936653e-7,0.9953453,0.000016823602,0.00016877265,0.0001889063,0.0008578893,0.00021690525],"about_ca_topic_score_codex":0.28539047,"about_ca_topic_score_gemma":0.89805347,"teacher_disagreement_score":0.612663,"about_ca_system_score_codex":0.00004947872,"about_ca_system_score_gemma":0.00003130297,"threshold_uncertainty_score":0.9990866},"labels":[],"label_agreement":null},{"id":"W7071036177","doi":"","title":"Rhetorics Rising: The Recovery of Rhetorical Traditions in Ralph Ellison's &lt;em&gt;Invisible Man&lt;/em&gt; and N. Scott Momaday's &lt;em&gt;House Made of Dawn&lt;/em&gt;","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","funders":"","keywords":"Rhetoric; Rhetorical question; Appropriation; Depiction; Narrative; Vernacular; Ethos; Elitism","score_opus":0.01809779643974051,"score_gpt":0.25337225387156487,"score_spread":0.23527445743182435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071036177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98840034,0.0014381355,0.00006294028,0.00078470306,0.0021595352,0.001470386,0.00028191757,0.00011161437,0.0052904356],"genre_scores_gemma":[0.5073109,0.054296385,0.002943851,0.00006837836,0.001204932,0.000006021578,0.0013232597,0.00025429158,0.43259194],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99430335,0.00077322335,0.0008812693,0.0010097558,0.0017498325,0.0012825618],"domain_scores_gemma":[0.9957621,0.00058449915,0.0014346897,0.0008645411,0.0008538771,0.0005002713],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022570416,0.0006858714,0.0013139404,0.0013998597,0.0037572912,0.00013815233,0.0012889092,0.0013818454,0.00027938272],"category_scores_gemma":[0.000048565493,0.0006650713,0.0004964325,0.0017934109,0.00075742,0.0010117881,0.000023477367,0.00087650784,0.000038555783],"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":[0.00042114078,0.0009367532,0.00044927772,0.0007939794,0.0002370782,0.000045125675,0.974191,0.000100479316,0.0009608167,0.016095372,0.005008032,0.0007609648],"study_design_scores_gemma":[0.0029249717,0.0010852173,0.031113973,0.0015043194,0.0011104854,0.000020035768,0.8152012,0.0001482365,0.0022628007,0.004637362,0.13789223,0.002099152],"about_ca_topic_score_codex":0.10726036,"about_ca_topic_score_gemma":0.9077653,"teacher_disagreement_score":0.8005049,"about_ca_system_score_codex":0.0010551879,"about_ca_system_score_gemma":0.004017699,"threshold_uncertainty_score":0.9999146},"labels":[],"label_agreement":null},{"id":"W7071047972","doi":"","title":"A river's connective tissue: Lab observations of particle pathways and riffle formation during floods","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Hydrology and Sediment Transport Processes","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":"Bedform; Riffle; Sediment transport; Channel (broadcasting); Sediment; Storm; Flow (mathematics); Beach morphodynamics; Erosion; Particle (ecology)","score_opus":0.014580621492556367,"score_gpt":0.1944035275522814,"score_spread":0.17982290605972504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071047972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993884,0.000029215877,0.000009840375,0.00013164058,0.000052075153,0.00016458952,0.00003990103,0.000039023238,0.00014529905],"genre_scores_gemma":[0.96403366,0.00011493322,0.00024800567,0.0000041265607,0.0000042511433,8.4043575e-7,0.0002100229,0.000008519662,0.035375655],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993883,0.00002545206,0.00010335535,0.00019065001,0.0001519393,0.00014033796],"domain_scores_gemma":[0.9996466,0.000025360812,0.0001507172,0.000106439584,0.000025344872,0.00004551247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007959024,0.00010599491,0.00019072324,0.0000501539,0.00018622683,0.0000035348437,0.00012681619,0.00014300925,0.00030712417],"category_scores_gemma":[0.000008483181,0.00012443459,0.000036134697,0.00018771224,0.00015296252,0.00039339054,0.000037409543,0.00008796541,0.000048159054],"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":[0.0003498887,0.00017278628,0.051758464,0.0008497499,0.00013383737,0.00004464087,0.6572486,0.0011191779,0.286569,0.00023312689,0.00021774402,0.0013029634],"study_design_scores_gemma":[0.0008713662,0.00017016452,0.7883501,0.00011519579,0.00018367503,0.0000015871739,0.085269615,0.00070207455,0.12358599,0.00042870815,0.000083115694,0.00023841285],"about_ca_topic_score_codex":0.01018864,"about_ca_topic_score_gemma":0.041096937,"teacher_disagreement_score":0.73659164,"about_ca_system_score_codex":0.000031701795,"about_ca_system_score_gemma":0.000011067628,"threshold_uncertainty_score":0.9964026},"labels":[],"label_agreement":null},{"id":"W7071066934","doi":"","title":"Reliable WiFi Backscatter Communication in WiTAG","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Health, Technology, Consumer Behavior","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":"Blackberry (Canada)","funders":"","keywords":"Decoding methods; Detector; Backscatter (email); Transmission (telecommunications); Physical layer; Power consumption; Encoding (memory); Coding (social sciences)","score_opus":0.031488639780037055,"score_gpt":0.33289665043126027,"score_spread":0.3014080106512232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071066934","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":[0.98386776,0.0007577461,0.0000010163034,0.008563683,0.0007668247,0.0011692096,0.00008009635,0.00025959263,0.0045340937],"genre_scores_gemma":[0.12598945,0.0010542797,0.0012518764,0.00010623535,0.000026348962,0.000013934027,0.001254446,0.00008149619,0.8702219],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997815,0.0003692496,0.00042149035,0.00053474173,0.0002599437,0.00059955503],"domain_scores_gemma":[0.99792254,0.00014837946,0.0004063332,0.001151918,0.00025430444,0.000116502284],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00068096997,0.0002904757,0.0006237198,0.0011137271,0.00047043618,0.0000075390826,0.0008155966,0.0016008441,0.0010684008],"category_scores_gemma":[0.00003678004,0.00034983736,0.00012129523,0.00067863177,0.00014805712,0.00021680514,0.00022688169,0.0027112735,0.00199116],"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":[0.00054830394,0.00037781527,0.078180194,0.008915572,0.00018393411,0.00015849722,0.74683005,0.0000066300136,0.0031642858,0.0034482314,0.14906855,0.009117928],"study_design_scores_gemma":[0.0017630445,0.00012701942,0.11953207,0.0063891006,0.00041174286,0.0000021446228,0.8104057,0.00008159951,0.00020161801,0.0012272384,0.059082888,0.00077583693],"about_ca_topic_score_codex":0.1484861,"about_ca_topic_score_gemma":0.458721,"teacher_disagreement_score":0.86568785,"about_ca_system_score_codex":0.0005431686,"about_ca_system_score_gemma":0.00064765394,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W7071069558","doi":"","title":"The right tree at the right place: Exploring urban foresters' perceptions of assisted colonization","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Green Space and Health","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; Ecosystem services; Colonization; Habitat; Urban ecosystem; Biodiversity; Climate change adaptation; Urban forestry; Perception","score_opus":0.01231813324109265,"score_gpt":0.2038111103283016,"score_spread":0.19149297708720894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071069558","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":[0.99465936,0.00005261086,0.000021335096,0.0017430912,0.0002594696,0.0004203031,0.000028152139,0.000027944796,0.0027877274],"genre_scores_gemma":[0.40603864,0.00023033917,0.00014676346,0.000020926698,0.000041098243,0.0000031706686,0.00031389768,0.000023813755,0.5931814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855715,0.00015530825,0.0001825035,0.00032756213,0.00046650844,0.00031099268],"domain_scores_gemma":[0.99876505,0.00013318085,0.00044007887,0.00051778345,0.000047604026,0.000096284384],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029316993,0.00021530568,0.00029994224,0.00007709876,0.0012447138,0.000021615695,0.0005910269,0.00019857449,0.0016195539],"category_scores_gemma":[0.000012284917,0.0001549921,0.00017241607,0.00025789306,0.00040003489,0.00024700025,0.0001480238,0.00023093344,0.0002422176],"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":[0.0011447745,0.0002900742,0.41165674,0.00042600714,0.00029573782,0.00002202257,0.35394704,0.00056975556,0.006904563,0.0010112133,0.21799217,0.0057398994],"study_design_scores_gemma":[0.0008854547,0.0002881495,0.88154244,0.00017895663,0.00035247303,0.000003547619,0.08358892,0.00060838845,0.00057311886,0.000085028645,0.031475887,0.00041765906],"about_ca_topic_score_codex":0.026762117,"about_ca_topic_score_gemma":0.7849707,"teacher_disagreement_score":0.7582086,"about_ca_system_score_codex":0.00034423187,"about_ca_system_score_gemma":0.00003758409,"threshold_uncertainty_score":0.9992931},"labels":[],"label_agreement":null},{"id":"W7071118249","doi":"","title":"Real-Time FPGA-Based Testbed for Evaluating Digital Predistortion in Fully Digital MIMO Transmitters","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"QR Code Applications and Technologies","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":"Blackberry (Canada)","funders":"","keywords":"Predistortion; Testbed; MIMO; Digital signal processing; Bandwidth (computing); Transmission (telecommunications); Data transmission; Amplifier; Key (lock)","score_opus":0.015253108069000376,"score_gpt":0.227806473821783,"score_spread":0.21255336575278264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071118249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903072,0.000011344646,0.006983717,0.0009716279,0.00010062683,0.0007071936,0.0001360186,0.00054163986,0.00024060502],"genre_scores_gemma":[0.8528284,0.000019734025,0.032370456,0.00000873547,0.000025240248,0.000031165506,0.0028950523,0.000067024455,0.111754216],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986597,0.000014206876,0.00019674136,0.0005500879,0.00030360755,0.00027565676],"domain_scores_gemma":[0.9988815,0.00013287911,0.00024636567,0.0005096896,0.0001819745,0.000047594356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014908213,0.00021818392,0.00031518668,0.0004962547,0.00014086645,0.00013908604,0.00093485165,0.0002483941,0.000005141991],"category_scores_gemma":[0.000047686324,0.0002620398,0.00018355962,0.00055664324,0.00006716382,0.00071807776,0.00006643357,0.00014006683,0.000042827283],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084455847,0.00097169325,0.0022678287,0.0018938128,0.00033072373,0.00009865749,0.09488821,0.0025899773,0.042539846,0.0030900023,0.0050835037,0.84540117],"study_design_scores_gemma":[0.012242453,0.0041135782,0.06375227,0.0026417952,0.0005303438,0.000009615235,0.19433528,0.6702023,0.022752207,0.022651382,0.0016770666,0.0050917086],"about_ca_topic_score_codex":0.002001026,"about_ca_topic_score_gemma":0.0022506462,"teacher_disagreement_score":0.8403095,"about_ca_system_score_codex":0.00015160492,"about_ca_system_score_gemma":0.00017319516,"threshold_uncertainty_score":0.9999832},"labels":[],"label_agreement":null},{"id":"W7071257968","doi":"","title":"Real-Time Monitoring of Thermal Processes","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","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":"University of Waterloo","funders":"University of Waterloo","keywords":"Thermal; Process (computing); Quality assurance; Welding; Thermal energy; Thermal radiation; Infrared; Thermography","score_opus":0.005859916029385207,"score_gpt":0.20741175735756273,"score_spread":0.20155184132817752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071257968","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":[0.99898535,0.000117774835,0.0000021378257,0.000018742503,0.00014057256,0.00012181077,0.000042597814,0.000019088104,0.00055190077],"genre_scores_gemma":[0.45959023,0.0012140832,0.0018048141,0.0000013085389,0.00015345005,7.124352e-7,0.001645062,0.000051939154,0.5355384],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994032,0.00001761139,0.00008285808,0.00022574642,0.00013089056,0.00013974277],"domain_scores_gemma":[0.9993525,0.000006632395,0.00019181664,0.0002240221,0.00018941755,0.000035576213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046026107,0.0001413306,0.00021864584,0.000076870456,0.000054161304,0.000004151844,0.00025534525,0.00030023122,0.000017181084],"category_scores_gemma":[0.000017208858,0.0001592275,0.00009452286,0.00010780235,0.000048058,0.0000047378767,0.000059390983,0.000074044714,0.000009850245],"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":[0.00021518386,0.000016029297,0.0010866424,0.00058814656,0.00012012959,0.0000075788,0.007156243,0.000045416557,0.98964936,0.0000050870044,0.0001664632,0.00094374735],"study_design_scores_gemma":[0.0005511232,0.00033730292,0.02343089,0.00033491096,0.00018431098,0.0000016954634,0.042122338,0.000020677811,0.93230814,0.00008195774,0.00019895982,0.0004276879],"about_ca_topic_score_codex":0.0046851137,"about_ca_topic_score_gemma":0.0023401126,"teacher_disagreement_score":0.53939515,"about_ca_system_score_codex":0.000008946257,"about_ca_system_score_gemma":0.00012305335,"threshold_uncertainty_score":0.70825213},"labels":[],"label_agreement":null},{"id":"W7071362978","doi":"","title":"A Social-Pluralistic View of Science Advising","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental and Cultural Studies in Latin America and Beyond","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Viewpoints; Credibility; Advice (programming); Government (linguistics); Field (mathematics); Sociology of scientific knowledge; Philosophy of science","score_opus":0.010857983916898755,"score_gpt":0.22407448792859125,"score_spread":0.21321650401169248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071362978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906316,0.000055252473,6.9900324e-7,0.00019289092,0.00015808003,0.00012267516,0.000013084677,0.00002475127,0.008800961],"genre_scores_gemma":[0.5965622,0.00032076106,0.00045265476,0.0000132953455,0.000017248733,3.8187332e-7,0.000077353456,0.000014906416,0.4025412],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99881095,0.000020351696,0.00012411721,0.0003198878,0.0004831236,0.00024156172],"domain_scores_gemma":[0.9995177,0.000017113867,0.00025923765,0.00013550697,0.000015784386,0.000054688124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000112367634,0.0001620484,0.00031782943,0.000053106756,0.0005410536,0.000007078403,0.00043848064,0.000086844695,0.001400624],"category_scores_gemma":[0.000009691105,0.00015316314,0.0001299979,0.0005185422,0.001881937,0.0001588311,0.00026362247,0.00011564261,0.00024349093],"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":[0.00020042514,0.00032300066,0.0068565677,0.0010205847,0.00019875809,0.00005175724,0.5542516,0.00017827904,0.29550433,0.00033390155,0.013736356,0.12734441],"study_design_scores_gemma":[0.00063848327,0.00030476652,0.33195117,0.0004698404,0.00037161715,0.0000027928843,0.6508986,0.00009981781,0.007868057,0.00075371005,0.0057159876,0.00092516677],"about_ca_topic_score_codex":0.016994266,"about_ca_topic_score_gemma":0.0051470664,"teacher_disagreement_score":0.3940694,"about_ca_system_score_codex":0.00013124912,"about_ca_system_score_gemma":0.000011095313,"threshold_uncertainty_score":0.99951226},"labels":[],"label_agreement":null},{"id":"W7071457777","doi":"","title":"A Speculative Exploration into the Current Planning Paradigm through Academic Planner Perspectives","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Atmospheric and Environmental Gas 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":"Viewpoints; Paradigm shift; Value (mathematics); Scenario planning; Planner; Craft; Argument (complex analysis); Balance (ability)","score_opus":0.019208155736773338,"score_gpt":0.24285876450329638,"score_spread":0.22365060876652304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071457777","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":[0.99679875,0.0004094311,0.0005352912,0.00070408825,0.00030982305,0.00034352543,0.000005900426,0.00006775731,0.0008254535],"genre_scores_gemma":[0.4476977,0.0051386207,0.004764168,0.00004205848,0.00018006885,0.0000087723865,0.00079230504,0.00013368155,0.5412426],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99863386,0.00006914012,0.00013686875,0.00046510508,0.00042783457,0.00026716373],"domain_scores_gemma":[0.99935937,0.00004124254,0.00027924674,0.00025262276,0.0000065550694,0.00006096807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010662852,0.00027136167,0.00026023635,0.000018809022,0.00039284327,0.000013538337,0.00045343235,0.00019660112,0.0002824164],"category_scores_gemma":[0.000008217359,0.00024265365,0.00013539536,0.00024810014,0.0003586631,0.0005121846,0.00017995837,0.0005818636,0.0003639378],"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":[0.0001268252,0.000041910225,0.0027390237,0.000035100617,0.00006466881,0.000016535865,0.94455063,0.043937378,0.00020368237,0.00025991726,0.0012615903,0.006762719],"study_design_scores_gemma":[0.00031032268,0.000089045876,0.05612421,0.00016675981,0.00014081947,0.0000010221167,0.9310346,0.003675109,0.000048353904,0.0044085346,0.0035753348,0.00042588875],"about_ca_topic_score_codex":0.016566558,"about_ca_topic_score_gemma":0.006526543,"teacher_disagreement_score":0.54910105,"about_ca_system_score_codex":0.00039392852,"about_ca_system_score_gemma":0.0000161227,"threshold_uncertainty_score":0.9899822},"labels":[],"label_agreement":null},{"id":"W7071460394","doi":"","title":"A Stabilizer Formalism for Infinitely Many Qubits","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"QR Code Applications and Technologies","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":"University of Waterloo","funders":"","keywords":"Quantum entanglement; Quantum; Formalism (music); Tensor product; Hilbert space; Quantum system; Qubit; Quantum process; Quantum information","score_opus":0.019062445213999198,"score_gpt":0.22301702820088923,"score_spread":0.20395458298689004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071460394","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":[0.983752,0.000090723144,0.011041908,0.0023052057,0.00037038868,0.00080566644,0.000075238044,0.0008965236,0.0006623423],"genre_scores_gemma":[0.09151672,0.00040287973,0.0966759,0.00003983912,0.000042208434,0.000026551235,0.0006880583,0.00006501093,0.8105428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989938,0.000011583097,0.00012261498,0.00040704157,0.00019434672,0.00027060363],"domain_scores_gemma":[0.998759,0.00007473048,0.00020769882,0.00067475566,0.0002383049,0.00004552364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012292215,0.00018069809,0.00028340827,0.0003914874,0.00021900491,0.000045522727,0.0013435223,0.0002963994,0.000016990012],"category_scores_gemma":[0.000018624354,0.00020468363,0.00017242575,0.00045927044,0.000054769454,0.00033562447,0.00021584047,0.00015069803,0.00008515003],"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":[0.00020480866,0.00027756122,0.00031427343,0.0016834552,0.00041519734,0.000046590663,0.26879314,0.00007856372,0.006126173,0.52941555,0.03251387,0.16013084],"study_design_scores_gemma":[0.0054475395,0.0015227369,0.029544717,0.00094685797,0.0005585465,0.0000145807135,0.652184,0.032222047,0.027752953,0.13015947,0.1157155,0.003931031],"about_ca_topic_score_codex":0.004543013,"about_ca_topic_score_gemma":0.013338079,"teacher_disagreement_score":0.8922353,"about_ca_system_score_codex":0.000041487732,"about_ca_system_score_gemma":0.00008265186,"threshold_uncertainty_score":0.8346756},"labels":[],"label_agreement":null},{"id":"W7071489086","doi":"","title":"Superhydrophobicity of Surfaces Decorated by Electrospun Micro- and Nano-fibers","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Geological and Geochemical 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":"Intelligent Mechatronic Systems (Canada); University of Waterloo","funders":"","keywords":"Wetting; Contact angle; Surface energy; Electrospinning; Fiber; Wetting transition; Polystyrene; Surface roughness; Surface finish","score_opus":0.005360531213825796,"score_gpt":0.16159695958749348,"score_spread":0.1562364283736677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071489086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985465,0.00057468936,3.24252e-7,0.00020700082,0.0000619888,0.00008366015,0.00025282067,0.000031035168,0.00024200727],"genre_scores_gemma":[0.8738907,0.00082912954,0.00031465958,0.000009987948,0.000005698362,2.9519406e-8,0.0031103408,0.0000038754324,0.12183559],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990207,0.00004949619,0.00013774628,0.00033611394,0.00020333758,0.00025263015],"domain_scores_gemma":[0.9994152,0.000071494745,0.00017958021,0.00012098063,0.00010334388,0.000109389424],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010139244,0.00018519501,0.000460251,0.00011501901,0.00011794907,0.000011074977,0.00024168278,0.00023417204,0.0022717547],"category_scores_gemma":[0.000013327162,0.00016848191,0.00012848078,0.00039040038,0.00016149913,0.000084316554,0.000017602932,0.00015570101,0.000072289404],"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":[0.00058475387,0.00008555875,0.4220475,0.0005278119,0.00051075313,0.000035673274,0.0162086,0.0003013115,0.5508486,0.000005419317,0.00594055,0.0029035083],"study_design_scores_gemma":[0.0014673237,0.0010683631,0.6188878,0.0002465055,0.0010582285,0.0000065719696,0.10190216,0.003196064,0.26688772,0.003028788,0.00075388164,0.0014966485],"about_ca_topic_score_codex":0.3161686,"about_ca_topic_score_gemma":0.33295915,"teacher_disagreement_score":0.28396085,"about_ca_system_score_codex":0.0000037120371,"about_ca_system_score_gemma":0.000027910344,"threshold_uncertainty_score":0.9986403},"labels":[],"label_agreement":null},{"id":"W7071497364","doi":"","title":"Sustainable Diets, Population Growth &amp; Regional Food Production: A Case Study of Waterloo Region, Ontario","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Organic Food and Agriculture","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":"Sustainability; Food security; Food systems; Population; Resilience (materials science); Population growth; Food processing; Consumption (sociology); Psychological resilience","score_opus":0.01672426190245032,"score_gpt":0.18392605774356008,"score_spread":0.16720179584110975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071497364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99730957,0.00009371381,2.7343502e-8,0.0016905386,0.00022232211,0.00058272976,0.000012781721,0.00004511235,0.00004320508],"genre_scores_gemma":[0.6199747,0.000023745288,0.000029786364,0.00000404405,0.00010100723,8.87164e-7,0.00095459254,0.0000020499474,0.37890923],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983656,0.00011712512,0.00022772982,0.0005979014,0.00038952316,0.00030212477],"domain_scores_gemma":[0.9986093,0.00002299762,0.00041590727,0.00014684614,0.0007089848,0.0000959877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011201474,0.00028876832,0.00048940757,0.000053336833,0.0004772547,0.00003390415,0.0002778721,0.0003190315,0.0002482325],"category_scores_gemma":[0.000017277747,0.00014880573,0.00020140504,0.0005154245,0.000040121842,0.0002961487,0.00008966377,0.0002874844,0.0000039594206],"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":[0.0009372872,0.0040219426,0.041206967,0.0011803068,0.0009339383,0.0031965794,0.893504,0.000030317213,0.025416173,0.00029815355,0.026639922,0.0026343744],"study_design_scores_gemma":[0.00036968055,0.0011223132,0.11228978,0.00013622007,0.00023381812,0.00025951344,0.8830562,3.7047306e-7,0.0005335788,0.00009254708,0.0015379852,0.00036798805],"about_ca_topic_score_codex":0.8101144,"about_ca_topic_score_gemma":0.9842035,"teacher_disagreement_score":0.37886605,"about_ca_system_score_codex":0.00014675713,"about_ca_system_score_gemma":0.000048901842,"threshold_uncertainty_score":0.6068121},"labels":[],"label_agreement":null},{"id":"W7071539453","doi":"","title":"Smart Operation of Four-Quadrant Electric Vehicle Chargers in Distribution Grids","year":2017,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"University of Waterloo","keywords":"Battery (electricity); Electric vehicle; Smart grid; Context (archaeology); Electric-vehicle battery; Grid; Vehicle-to-grid; Power (physics); Control (management)","score_opus":0.005551554250327201,"score_gpt":0.17647166035708745,"score_spread":0.17092010610676026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071539453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986761,0.00021837906,0.00004570268,0.000067010704,0.00022715986,0.00019356838,0.00006000233,0.000042450454,0.0004696013],"genre_scores_gemma":[0.9834428,0.0004503038,0.00007108627,0.0000015386845,0.000029722345,4.6245813e-7,0.0010202328,0.000022420401,0.014961462],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991951,0.000023309552,0.00015686017,0.00018995014,0.00019143571,0.00024337342],"domain_scores_gemma":[0.99945354,0.000011217026,0.0001559585,0.00023972373,0.00009221944,0.00004735376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010045437,0.00018880428,0.00036812667,0.00021556807,0.00010355632,0.000015647136,0.00027673863,0.00032239046,0.00008719877],"category_scores_gemma":[0.000009496014,0.00022566132,0.000110665664,0.00019057201,0.000023423821,0.00025222552,0.00000807873,0.00030850098,0.000009198798],"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":[0.00051879836,0.00013091917,0.009027949,0.0022400776,0.00038094132,0.00008424883,0.043048084,0.013133842,0.8564163,0.0005991856,0.006722076,0.06769759],"study_design_scores_gemma":[0.0036873417,0.0006292262,0.4955857,0.0009883448,0.00039648873,0.000010356239,0.018154737,0.151143,0.32545787,0.00039894538,0.0019370916,0.0016108876],"about_ca_topic_score_codex":0.008311467,"about_ca_topic_score_gemma":0.01103374,"teacher_disagreement_score":0.5309584,"about_ca_system_score_codex":0.00015084288,"about_ca_system_score_gemma":0.000054133103,"threshold_uncertainty_score":0.99829227},"labels":[],"label_agreement":null},{"id":"W7071593181","doi":"","title":"Spatial and Channel Attention-based 3D Object Classification Research for 3D Point Clouds","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Data and IoT 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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Point cloud; Deep learning; Point (geometry); Object (grammar); Artificial neural network; Transfer of learning; Realization (probability); Cognitive neuroscience of visual object recognition","score_opus":0.036949910796669524,"score_gpt":0.26679864287647626,"score_spread":0.22984873207980672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071593181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885723,0.00015981213,0.0078108427,0.00057905086,0.00064963836,0.0008468002,0.00038019056,0.0008212195,0.00018015361],"genre_scores_gemma":[0.84680045,0.0014703857,0.020084582,0.0000061919463,0.00018019778,0.000028578084,0.01208484,0.00020482561,0.119139925],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99904686,0.00002387305,0.000108708926,0.0003157405,0.00021582839,0.00028898485],"domain_scores_gemma":[0.9992767,0.00010474849,0.00007085714,0.00030610638,0.0001969565,0.000044640212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052968,0.00017477486,0.000257862,0.0004979728,0.000221306,0.000020177205,0.00025408616,0.00035512104,0.000013718749],"category_scores_gemma":[0.0000564226,0.00021280846,0.000073710944,0.00025782528,0.00010479525,0.000158409,0.00004426959,0.00029556802,0.000027846994],"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":[0.003341695,0.00050969067,0.0018196118,0.023959734,0.0016462526,0.00015519593,0.1437261,0.010907441,0.30056265,0.0031794785,0.073238164,0.436954],"study_design_scores_gemma":[0.0036530204,0.0009334379,0.04558846,0.0014126268,0.00035863463,0.0000021642588,0.48254317,0.44311613,0.012732116,0.00270068,0.005323625,0.0016359187],"about_ca_topic_score_codex":0.003932002,"about_ca_topic_score_gemma":0.019418234,"teacher_disagreement_score":0.43531805,"about_ca_system_score_codex":0.00010302375,"about_ca_system_score_gemma":0.00003967596,"threshold_uncertainty_score":0.99847484},"labels":[],"label_agreement":null},{"id":"W7071637368","doi":"","title":"Translating Encounters with Stone: Investigating Rubbing as an Ecological Method of Inquiry within Architectural Material Studies","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Context (archaeology); Placemaking; Instinct; Natural (archaeology); Cliff; Curiosity; Active listening; Globe; Formative assessment; Process (computing)","score_opus":0.053407663630373976,"score_gpt":0.3405080147355542,"score_spread":0.28710035110518023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071637368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99778205,0.000021832713,0.0000028898235,0.0005087949,0.00080723385,0.00035107697,0.000025418662,0.00014965878,0.00035102858],"genre_scores_gemma":[0.9637806,0.000029890396,0.018400764,0.000012612587,0.000114092145,0.0000022257273,0.00015702302,0.000034961537,0.017467825],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99785113,0.00048110978,0.00027811414,0.00045466726,0.0005621405,0.0003728379],"domain_scores_gemma":[0.9983798,0.00026211116,0.00068230013,0.00018650644,0.0003591931,0.00013007224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077744934,0.00027349405,0.000617466,0.0005196179,0.0009309683,0.00005395611,0.0005080781,0.00026584388,0.0001496257],"category_scores_gemma":[0.0001711771,0.00027539657,0.00017764894,0.00046088407,0.0010525265,0.0004844653,0.00006222207,0.0004111993,0.000007738297],"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":[0.00026639103,0.00005379478,0.00057604036,0.00023555194,0.00033157726,0.000028799688,0.9893783,0.0005004915,0.0075900718,0.0005067163,0.000035723166,0.0004965776],"study_design_scores_gemma":[0.00028314273,0.0005461763,0.00558068,0.0005074874,0.00025049737,0.0000033628278,0.9906868,0.000057756093,0.001014081,0.000770334,0.000007971384,0.00029175653],"about_ca_topic_score_codex":0.16258223,"about_ca_topic_score_gemma":0.80948746,"teacher_disagreement_score":0.64690524,"about_ca_system_score_codex":0.000099749304,"about_ca_system_score_gemma":0.00018637614,"threshold_uncertainty_score":0.99996984},"labels":[],"label_agreement":null},{"id":"W7071651089","doi":"","title":"Supporting healthy and sustainable campuses: Examining food and nutrition interventions in real-world settings","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Consumer Attitudes and Food Labeling","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; Sustainability; Public health; Focus group; Calorie; Food choice; Food systems; Health promotion; Labelling","score_opus":0.02213334484600019,"score_gpt":0.2847315249970982,"score_spread":0.262598180151098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071651089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99465823,0.0036023825,0.000003733104,0.0009070126,0.000052672447,0.0004498085,0.000012394407,0.000029182773,0.000284599],"genre_scores_gemma":[0.8693927,0.0016508269,0.0015705968,0.000027904476,0.000022345424,0.00000198794,0.0006704768,0.000025417252,0.12663777],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99889725,0.000049312817,0.00022961032,0.0003619242,0.00013400959,0.00032790992],"domain_scores_gemma":[0.9992449,0.000051247163,0.00025788968,0.00014240578,0.00018978518,0.000113721064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032264582,0.00016202159,0.00048254084,0.0005276831,0.00018357046,0.000027388947,0.000053195912,0.00014901558,0.00006316553],"category_scores_gemma":[0.00004215064,0.00020748923,0.00008543239,0.0002735767,0.000049304334,0.00015731242,0.00008705748,0.0003059519,5.8090603e-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":[0.002845575,0.001536592,0.24294293,0.13085751,0.0018339428,0.002153879,0.5804845,0.0000038424037,0.0062340875,0.0021475155,0.0011665387,0.027793098],"study_design_scores_gemma":[0.0032116529,0.0010041086,0.08453487,0.008673306,0.00088769867,0.0000272476,0.9004846,0.00008614276,0.00023112657,0.00009646932,0.00044769293,0.00031506462],"about_ca_topic_score_codex":0.032323148,"about_ca_topic_score_gemma":0.2400157,"teacher_disagreement_score":0.32000014,"about_ca_system_score_codex":0.00010456104,"about_ca_system_score_gemma":0.0001249309,"threshold_uncertainty_score":0.9741207},"labels":[],"label_agreement":null},{"id":"W7071661804","doi":"","title":"Surveilling Queerness and Queering Surveillance: The Techno-Social Making of Queer Identity in the US and Canada, 1939-Present.","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Social Sciences and Humanities Research Council of Canada","keywords":"Queer; Liminality; Human sexuality; Identity (music); Heteronormativity; Sexual identity; Transgender; Performativity; Space (punctuation); Sexual orientation","score_opus":0.01670228364955088,"score_gpt":0.2832355513719706,"score_spread":0.2665332677224197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071661804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995053,0.0005760267,0.0000024615347,0.0026963763,0.0006147455,0.00033204438,0.00009732238,0.000024226862,0.0006038025],"genre_scores_gemma":[0.953714,0.00047619565,0.0000090572985,0.000029082046,0.000114789684,0.0000016257655,0.00007459294,0.000028130358,0.0455525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835604,0.00033658114,0.00021902075,0.00032922503,0.00040687906,0.0003522724],"domain_scores_gemma":[0.9990058,0.00019539706,0.00033050828,0.00030955786,0.00012423113,0.0000345094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008947902,0.00020661467,0.00042386807,0.00025164933,0.0004123873,0.00004180166,0.0005480333,0.00029668494,0.000033042787],"category_scores_gemma":[0.000034929868,0.00018542173,0.00007149383,0.00040931717,0.00018595874,0.00013468735,0.00011410574,0.00046821762,0.000002801896],"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":[0.0002562681,0.00006531195,0.6375197,0.003709694,0.00026989196,0.00016168895,0.34442672,0.000034807315,0.00011983738,0.002543066,0.0084170215,0.002475957],"study_design_scores_gemma":[0.00034835795,0.00001761686,0.85230035,0.00006325572,0.000056390898,0.0000045892216,0.146475,0.000023244915,0.000003043226,0.00020408431,0.00033333452,0.00017073272],"about_ca_topic_score_codex":0.9966684,"about_ca_topic_score_gemma":0.9993173,"teacher_disagreement_score":0.2147806,"about_ca_system_score_codex":0.00010679183,"about_ca_system_score_gemma":0.00020329663,"threshold_uncertainty_score":0.75612783},"labels":[],"label_agreement":null},{"id":"W7071691484","doi":"","title":"Using Machine Learning to Understand the Hydrologic Impacts of Permafrost Thaw-Driven Land Cover Change","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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; Land cover; Watershed; Wetland; Hydrology (agriculture); Land use; Climate change; Structural basin","score_opus":0.06747553282405219,"score_gpt":0.24387104139876045,"score_spread":0.17639550857470826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071691484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99308777,0.0003379925,8.148299e-7,0.00047722814,0.00028946728,0.0003043981,0.0051645553,0.000028195516,0.00030956895],"genre_scores_gemma":[0.9424643,0.0012381447,0.00005383331,0.000084403306,0.00011936063,1.0221373e-7,0.016566483,0.0000202367,0.039453123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989131,0.00009137672,0.00011610106,0.0002616781,0.00029407232,0.00032363654],"domain_scores_gemma":[0.99929184,0.00011193604,0.00022553769,0.00018973176,0.00006720582,0.00011374889],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018676123,0.00021163028,0.00037059435,0.00023053381,0.00031526995,0.000027128623,0.00033320632,0.00019510466,0.0030741207],"category_scores_gemma":[0.000014299354,0.00017069571,0.00013172912,0.00031773036,0.00008588817,0.0001635676,0.000038674956,0.00025727254,0.00017525404],"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":[0.00037987067,0.000014677405,0.7298714,0.00030193862,0.00009392272,0.000060365208,0.26408628,0.0024577582,0.0020949452,0.000002818195,0.00036010984,0.0002759201],"study_design_scores_gemma":[0.0006190664,0.00043488093,0.6966722,0.00035514383,0.0002555691,0.000008744945,0.2744525,0.02604643,0.0001822026,0.000038044443,0.0004915845,0.0004436537],"about_ca_topic_score_codex":0.44857883,"about_ca_topic_score_gemma":0.77893907,"teacher_disagreement_score":0.33036026,"about_ca_system_score_codex":0.000013533832,"about_ca_system_score_gemma":0.000039194358,"threshold_uncertainty_score":0.9978372},"labels":[],"label_agreement":null},{"id":"W7071761727","doi":"","title":"Using Road Weather Information Systems (RWIS) to optimize the Scheduling of Load Restrictions on Northern Ontario's Low-Volume Highways","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Clay minerals and soil interactions","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":true,"ca_institutions":"","funders":"Ministère des Transports; University of Waterloo","keywords":"Limiting; Tiltmeter; Load bearing; Work (physics); Fuzzy logic; Schedule","score_opus":0.019641483896751633,"score_gpt":0.23835834540757045,"score_spread":0.21871686151081882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071761727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99552363,0.000024552368,0.00027147002,0.00015131854,0.0013454969,0.000446185,0.000058540867,0.00006455969,0.0021142734],"genre_scores_gemma":[0.8238033,0.000018802551,0.002585184,0.000022450644,0.00010564438,0.0000021841813,0.00017526922,0.00003003694,0.17325713],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.99854803,0.000061647,0.00033771177,0.00025138576,0.0005283412,0.00027288173],"domain_scores_gemma":[0.9981722,0.000049968196,0.00058187946,0.0004363835,0.00066479197,0.000094750205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033995247,0.00023856499,0.00039119073,0.00036183058,0.00041743633,0.00008210207,0.00041236117,0.0002497847,0.00023111117],"category_scores_gemma":[0.00003282005,0.00021929682,0.00018447146,0.0002824626,0.00006128567,0.0005180005,0.00005524439,0.00029478618,0.00019969304],"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":[0.00121051,0.0002711301,0.0008290042,0.00040035698,0.00019625961,0.000016718384,0.33034587,0.52233756,0.14127383,0.0004478797,0.0019178542,0.00075305294],"study_design_scores_gemma":[0.0032100875,0.0011841812,0.035228677,0.0053901896,0.0013164246,0.000036965957,0.86552745,0.044693217,0.028434427,0.00004115299,0.012551835,0.0023853763],"about_ca_topic_score_codex":0.8023584,"about_ca_topic_score_gemma":0.8016298,"teacher_disagreement_score":0.5351816,"about_ca_system_score_codex":0.0006815328,"about_ca_system_score_gemma":0.0003337415,"threshold_uncertainty_score":0.89426655},"labels":[],"label_agreement":null},{"id":"W7071811124","doi":"","title":"The Uncertainty Model of Boredom and Self-Control Failure: How Ambient Uncertainty Influences Affect and Behaviour during Unrelated Goal Pursuit","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Mind wandering and attention","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":"University of Waterloo","funders":"","keywords":"Boredom; Affect (linguistics); Feeling; Context (archaeology); Goal pursuit","score_opus":0.010445878966751794,"score_gpt":0.2058012167890119,"score_spread":0.1953553378222601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071811124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833435,0.00006537189,0.000006427004,0.0008374016,0.00014816794,0.0004110063,0.00009879267,0.000088804016,0.000009652267],"genre_scores_gemma":[0.9665523,0.00042913322,0.000037061058,0.000004283202,0.000011048771,0.0000018797997,0.000041683765,0.000021518154,0.032901045],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9984327,0.00014268488,0.00014909124,0.00051769405,0.00043356942,0.0003242925],"domain_scores_gemma":[0.99901736,0.00015448798,0.0003760761,0.00024412083,0.00010547642,0.00010248243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000263005,0.0002678091,0.00038187832,0.00019466724,0.0006210204,0.00009053392,0.00034120178,0.00025159033,0.000003707011],"category_scores_gemma":[0.0000718348,0.00023375546,0.00012845454,0.00023053406,0.00026313734,0.0002120692,0.00009403854,0.00030717015,0.0000020078994],"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":[0.0012800375,0.00021367337,0.0073002814,0.0011936696,0.00028813715,0.00008739317,0.102496184,0.020874359,0.86388224,0.00044041884,0.0003968722,0.0015467359],"study_design_scores_gemma":[0.012447693,0.0013249079,0.2688976,0.002083243,0.002413625,0.000041444164,0.41416174,0.19787374,0.09701726,0.0013031762,0.00007414851,0.0023614117],"about_ca_topic_score_codex":0.007258989,"about_ca_topic_score_gemma":0.021284757,"teacher_disagreement_score":0.76686496,"about_ca_system_score_codex":0.000056481393,"about_ca_system_score_gemma":0.0000640322,"threshold_uncertainty_score":0.99935174},"labels":[],"label_agreement":null},{"id":"W7071874734","doi":"","title":"Understanding food consumption behaviors; Prospects for shifting towards sustainable diets","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cognitive Science and Mapping","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":"University of Waterloo","funders":"","keywords":"Food choice; Population; Consumption (sociology); Sustainability; Affect (linguistics); Food systems; Sustainable agriculture; Resource (disambiguation); Exploratory research; Food industry; Appeal","score_opus":0.06981378549819445,"score_gpt":0.2573996007065592,"score_spread":0.18758581520836476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071874734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678328,0.000053252712,0.028642468,0.00067843025,0.0006799548,0.0011203028,0.000025111958,0.0003424038,0.00062529114],"genre_scores_gemma":[0.62886924,0.00008265415,0.0064870175,0.000017235263,0.000051610932,0.000006678083,0.00024697732,0.000036671536,0.3642019],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99830383,0.000031976793,0.00013387339,0.00060756714,0.00037751012,0.0005452324],"domain_scores_gemma":[0.99892026,0.000072056406,0.0002775469,0.00028159158,0.00034840085,0.00010016466],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004149086,0.00021848471,0.00031410012,0.0005009995,0.00067567074,0.00014378011,0.0007529445,0.00019265429,0.000012838777],"category_scores_gemma":[0.000056380755,0.00026905446,0.00018396165,0.000526206,0.00007833304,0.0008515924,0.00023369232,0.00017566573,0.000020924834],"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":[0.00027727924,0.00026202685,0.0027640515,0.0053251726,0.0003437132,0.00030310213,0.77330214,0.00005384218,0.006446677,0.1903555,0.0035922388,0.016974257],"study_design_scores_gemma":[0.0020762486,0.0011063578,0.025007537,0.0012500052,0.00030249622,0.000005197357,0.92959535,0.0047271997,0.0054391236,0.02877378,0.00037684946,0.0013398584],"about_ca_topic_score_codex":0.0030833818,"about_ca_topic_score_gemma":0.012650557,"teacher_disagreement_score":0.3635766,"about_ca_system_score_codex":0.0003299249,"about_ca_system_score_gemma":0.0002364596,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W7071929466","doi":"","title":"Structural and geologic controls on gigantic (&gt;1 Gm³) landslides in carbonate sequences: case studies from the Zagros Mountains, Iran and Rocky Mountains, Canada","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Landslides and related hazards","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":"Landslide; Carbonate rock; Rockslide; Debris; Fault (geology); Tectonics; Overprinting; Sequence (biology)","score_opus":0.009885570877555504,"score_gpt":0.1945615055827746,"score_spread":0.1846759347052191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071929466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99731934,0.0013914536,6.899082e-8,0.0005541132,0.00015418543,0.00032636608,0.00013063787,0.000014076889,0.00010975701],"genre_scores_gemma":[0.9870232,0.0023414195,0.000030267547,0.000079705256,0.000018108512,7.3945927e-7,0.00014209059,0.0000124539265,0.010352053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986697,0.00009841128,0.00015760235,0.000451075,0.00030792426,0.0003152924],"domain_scores_gemma":[0.999339,0.00015581155,0.00019535722,0.00019989269,0.000021327567,0.00008864342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000108030574,0.00029876194,0.0004803435,0.000055148084,0.0004576702,0.000023103625,0.00022554073,0.000225175,0.000057264708],"category_scores_gemma":[0.000021222417,0.00020615726,0.000050140006,0.00012100299,0.00034951625,0.00013817835,0.00011574989,0.000348195,0.0000026626556],"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":[0.0013795508,0.00006343454,0.6059308,0.0002818919,0.0009337365,0.018543025,0.35817897,0.00665733,0.0032630195,0.00007994999,0.0019423232,0.0027459816],"study_design_scores_gemma":[0.0032774364,0.0003483824,0.5006633,0.0003735784,0.00040414356,0.00039142556,0.48894393,0.003559249,0.00021564844,0.00052778545,0.00037495082,0.000920175],"about_ca_topic_score_codex":0.9587016,"about_ca_topic_score_gemma":0.99333835,"teacher_disagreement_score":0.13076498,"about_ca_system_score_codex":0.00028923666,"about_ca_system_score_gemma":0.00005986144,"threshold_uncertainty_score":0.8406849},"labels":[],"label_agreement":null},{"id":"W7071955756","doi":"","title":"Threshold Voltage Instability and Relaxation in Hydrogenated Amorphous Silicon Thin Film Transistors","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thin-Film Transistor 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":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Threshold voltage; Voltage; Stress (linguistics); High voltage; Noise (video)","score_opus":0.005895530633126013,"score_gpt":0.16632711131697242,"score_spread":0.16043158068384641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071955756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99706906,0.0007501384,0.00001469401,0.00006220748,0.00023393628,0.00039045807,0.000080414095,0.0006788447,0.00072022254],"genre_scores_gemma":[0.9829531,0.00019943128,0.00023361242,0.0000020368047,0.0000063810426,0.0000013529024,0.0004936541,0.000053176318,0.0160573],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988036,0.000026151762,0.00023619519,0.00041501457,0.00022838956,0.0002906111],"domain_scores_gemma":[0.9993753,0.000028043714,0.00012005442,0.00037056065,0.000055328972,0.00005074884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001367412,0.00034833196,0.00051940506,0.00056749897,0.00008534786,0.000014190015,0.00030561615,0.0007596071,0.000045482997],"category_scores_gemma":[0.000012418301,0.0004500686,0.0001257509,0.00035741366,0.00014619037,0.00028527845,0.000018065486,0.00058813393,0.000008810197],"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":[0.0011082627,0.0006032718,0.023451816,0.008581202,0.0006233698,0.0005622957,0.39147392,0.14582124,0.4128321,0.0006345083,0.005560529,0.008747468],"study_design_scores_gemma":[0.0072237337,0.00052563875,0.45929956,0.0017309729,0.00093717757,0.000017960154,0.25079143,0.09875137,0.17168309,0.0021738203,0.0024166883,0.0044485587],"about_ca_topic_score_codex":0.030380901,"about_ca_topic_score_gemma":0.3030455,"teacher_disagreement_score":0.43584773,"about_ca_system_score_codex":0.00030822467,"about_ca_system_score_gemma":0.000031701056,"threshold_uncertainty_score":0.9997951},"labels":[],"label_agreement":null},{"id":"W7071964905","doi":"","title":"Vessel: stories from the edge of the world","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Filmmaking; Object (grammar); Identity (music); Documentary film; Enhanced Data Rates for GSM Evolution; Expression (computer science); Narrative","score_opus":0.01259820108125668,"score_gpt":0.20917240164795806,"score_spread":0.19657420056670138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071964905","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":[0.98227185,0.00029663127,1.1214955e-7,0.00501851,0.0022668415,0.00018322613,0.0001805824,0.000034231925,0.009747992],"genre_scores_gemma":[0.020657616,0.00022641885,0.000011595004,0.000016186843,0.000121642406,1.9970607e-7,0.00006758908,0.000010379927,0.9788884],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99916345,0.000121257006,0.00006834803,0.0001465085,0.00035326838,0.0001471547],"domain_scores_gemma":[0.99924976,0.00011646757,0.00020925797,0.000260212,0.00011534833,0.000048941936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017225552,0.00007651556,0.00017937849,0.0001922013,0.0012607481,0.00004916873,0.0007522794,0.00013273583,0.0006017842],"category_scores_gemma":[0.000044452583,0.000075871336,0.00017195476,0.00048664067,0.0007200607,0.00010946474,0.0000461715,0.0001934193,0.00006355046],"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":[0.000022980938,0.000011358025,0.00046231493,0.00003810633,0.00006139393,0.000003569479,0.8031009,0.000001987288,0.000085333246,0.0033212856,0.19195038,0.00094041316],"study_design_scores_gemma":[0.00007620285,0.00000489274,0.030042922,0.00010202237,0.00009983764,1.3237665e-8,0.543969,4.5919796e-7,0.000026750395,0.00037130975,0.4252232,0.00008340701],"about_ca_topic_score_codex":0.98681813,"about_ca_topic_score_gemma":0.9997915,"teacher_disagreement_score":0.96914035,"about_ca_system_score_codex":0.00026547347,"about_ca_system_score_gemma":0.0006468429,"threshold_uncertainty_score":0.9696783},"labels":[],"label_agreement":null},{"id":"W7071981965","doi":"","title":"Using stable water isotopes to partition source water contribution and assess spatio-temporal source water dynamics of wetlands ecosystems in the eastern Canadian Rocky Mountains","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Educational Curriculum and Learning 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":"Wetland; Hydrometeorology; Hydrology (agriculture); Surface water; Ecosystem; Montane ecology; Water balance; Drainage basin; Watershed","score_opus":0.023266495872758454,"score_gpt":0.2758514146153307,"score_spread":0.2525849187425722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071981965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960324,0.000023748133,0.00036689526,0.0026196165,0.00028315833,0.00042878347,0.000039483526,0.000012560299,0.00019331483],"genre_scores_gemma":[0.94322777,0.000012059835,0.00024127874,0.000025801073,0.00008868453,0.000002347376,0.0032267158,0.0000162098,0.05315916],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99769765,0.0008537589,0.00021426994,0.00032204628,0.00040629617,0.0005059566],"domain_scores_gemma":[0.9990658,0.000053718533,0.00012490028,0.00017555151,0.00042246096,0.00015754237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015000554,0.00018962135,0.00037407465,0.00033015484,0.0006813372,0.000113525,0.0002800633,0.0002943013,0.0002149598],"category_scores_gemma":[0.000033827782,0.00013820594,0.00008729893,0.0001716173,0.000080686,0.00028704037,0.000042862608,0.00024319578,0.000010729635],"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":[0.000082624116,0.00007492594,0.20443852,0.00022702997,0.000060289312,0.000012457109,0.79056954,0.0019145547,0.001983538,0.0002615404,0.00010765513,0.00026733216],"study_design_scores_gemma":[0.00047248445,0.00007945701,0.0070276204,0.00037037823,0.00015789742,0.0000033831636,0.95927376,0.003971679,0.003717185,0.00013276625,0.02435602,0.00043737388],"about_ca_topic_score_codex":0.91967857,"about_ca_topic_score_gemma":0.99155706,"teacher_disagreement_score":0.1974109,"about_ca_system_score_codex":0.00041745757,"about_ca_system_score_gemma":0.00024723227,"threshold_uncertainty_score":0.5635875},"labels":[],"label_agreement":null},{"id":"W7072045194","doi":"","title":"Understanding Longitudinal Changes in The Performance of Activities of Daily Living in Long-Term Care Settings: Trajectories, Transition Patterns, Predictors and Associated Health Outcomes","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Function (biology); Population; Activities of daily living; Health care; Quality (philosophy); Quality of life (healthcare); Empirical research; Population health","score_opus":0.0325433849767487,"score_gpt":0.28957368994056176,"score_spread":0.25703030496381307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072045194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973961,0.0006970547,0.0000031730708,0.00068668847,0.00043288586,0.0005384851,0.00020476268,0.000021161723,0.000019692547],"genre_scores_gemma":[0.9962115,0.0012626956,0.000007711809,0.000008221527,0.000021092956,0.000001947516,0.0005226519,0.000018265113,0.0019459071],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985695,0.00032025206,0.0002697775,0.00024284102,0.0003030212,0.0002946278],"domain_scores_gemma":[0.9989968,0.00028477036,0.0004789839,0.00013554412,0.000070963026,0.00003293918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005035733,0.00019361556,0.0006250508,0.00055370026,0.00021675402,0.0000067016103,0.00015201716,0.00027940405,0.000023537154],"category_scores_gemma":[0.000013314895,0.00017986295,0.00008043663,0.00031733725,0.00006216839,0.000152019,0.000022311127,0.0005032547,2.255815e-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":[0.00007323187,0.000027361804,0.4229684,0.0070310603,0.000041667285,0.0000041841913,0.56961477,0.0000033109975,0.000029198403,0.0000035766905,0.000054806467,0.00014843741],"study_design_scores_gemma":[0.00025618062,0.00015618352,0.4951368,0.0049166153,0.000060367885,2.2267125e-7,0.49937364,0.000009715068,0.000019096036,0.0000021781902,3.7702918e-7,0.00006861696],"about_ca_topic_score_codex":0.040055178,"about_ca_topic_score_gemma":0.5948122,"teacher_disagreement_score":0.55475706,"about_ca_system_score_codex":0.0005066621,"about_ca_system_score_gemma":0.0002044351,"threshold_uncertainty_score":0.9663372},"labels":[],"label_agreement":null},{"id":"W7072066516","doi":"","title":"Upscaling Fill-and-Spill Hydrologic Processes","year":2023,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Wetland; Surface runoff; Snowmelt; Probabilistic logic; Hydrology (agriculture); Hydrological modelling; Structural basin; Statistical model; Boreal","score_opus":0.013462883842602002,"score_gpt":0.20597419047276735,"score_spread":0.19251130663016536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072066516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955331,0.00031012893,0.0009202984,0.0017563942,0.000118313066,0.00020256349,0.000009937849,0.0007353021,0.00041394512],"genre_scores_gemma":[0.6506649,0.0027147538,0.03142095,0.000036198537,0.00002930563,0.0000063152984,0.00023410279,0.000039805152,0.31485367],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99907976,0.000013435978,0.000090446636,0.00044405705,0.0001672032,0.0002050749],"domain_scores_gemma":[0.9991388,0.000056338144,0.00017000556,0.00044416173,0.00015011145,0.000040616593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000085086,0.00016444664,0.00025269733,0.0002921577,0.00021782436,0.000043095162,0.0009996213,0.0002636227,0.000011579843],"category_scores_gemma":[0.000029114864,0.00017334608,0.00005964846,0.0005748726,0.00007856622,0.00018285455,0.0002664702,0.00017407043,0.00007061508],"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":[0.00019555686,0.0005087111,0.0058094086,0.007424191,0.0009256119,0.00045962425,0.49897555,0.0006015864,0.013203182,0.15452665,0.0139514925,0.30341843],"study_design_scores_gemma":[0.0034402143,0.0017189238,0.051756382,0.0021403497,0.00077830616,0.00006388907,0.66680026,0.05513527,0.043013114,0.14996183,0.019535283,0.005656203],"about_ca_topic_score_codex":0.004319886,"about_ca_topic_score_gemma":0.0069275196,"teacher_disagreement_score":0.3448682,"about_ca_system_score_codex":0.000020205092,"about_ca_system_score_gemma":0.000064781416,"threshold_uncertainty_score":0.7068848},"labels":[],"label_agreement":null},{"id":"W7072089136","doi":"","title":"Volunteer Participation in Ecological Restoration: Motivations, Organizations, and Conviviality","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Tourism, Volunteerism, 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":"Work (physics); Government (linguistics); Population; Context (archaeology); Order (exchange); Quality (philosophy)","score_opus":0.013959809862383533,"score_gpt":0.2557563125067462,"score_spread":0.24179650264436264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072089136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995275,0.00026936264,0.00001708511,0.002552067,0.0004914877,0.00033389818,0.000016510176,0.0000726392,0.00097195385],"genre_scores_gemma":[0.76087356,0.00060214935,0.0004348785,0.000022046685,0.00007436311,0.0000019094446,0.00040142614,0.000013433641,0.23757622],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99879694,0.00018522321,0.0001857931,0.00031497292,0.00031080018,0.00020626972],"domain_scores_gemma":[0.99930775,0.00006697018,0.00014737288,0.00011717761,0.00027301346,0.00008771093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040631366,0.00013893732,0.00025075107,0.0002605154,0.0003625799,0.000056383582,0.00015079687,0.00035248842,0.00046200634],"category_scores_gemma":[0.00016913645,0.00016470716,0.000047209352,0.00057114067,0.00015466822,0.00028066357,0.000040440496,0.00020198266,0.000054363347],"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":[0.00005075593,0.0001392666,0.019706387,0.00014363573,0.000048504655,0.000027539638,0.96352327,0.00002024466,0.000080809434,0.0040184697,0.011601332,0.0006398164],"study_design_scores_gemma":[0.0003189027,0.00004288933,0.47250786,0.00013896341,0.00009271721,2.775005e-7,0.51406205,0.00011660648,0.000045783207,0.0011876655,0.01120744,0.00027880902],"about_ca_topic_score_codex":0.070154324,"about_ca_topic_score_gemma":0.46352297,"teacher_disagreement_score":0.4528015,"about_ca_system_score_codex":0.00024460308,"about_ca_system_score_gemma":0.0003940049,"threshold_uncertainty_score":0.9360376},"labels":[],"label_agreement":null},{"id":"W7072120872","doi":"","title":"Using Chemical Crosslinking and Mass Spectrometry for \\nProtein Model Validation and Fold Recognition","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Blackberry (Canada); University of Waterloo","funders":"","keywords":"Mass spectrometry; Protein structure; Lysine; Sequence (biology); Phosphoglycerate kinase; Yeast; Molecular model; Protein sequencing; Fold (higher-order function)","score_opus":0.02946095983749118,"score_gpt":0.24838276344026883,"score_spread":0.21892180360277766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072120872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99463505,0.0001626136,0.004420122,0.00010151625,0.00003536587,0.00038399646,0.000098677585,0.00003223276,0.00013040674],"genre_scores_gemma":[0.66475415,0.00012907472,0.30621237,0.000014069745,0.00011507161,0.0000012916506,0.0050267805,0.000046174555,0.023700995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999323,0.00001018332,0.00009605549,0.0002669339,0.00014715774,0.00015663532],"domain_scores_gemma":[0.9995066,0.00005048707,0.00015081398,0.00009351712,0.00012683745,0.00007173262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000093306066,0.00014528978,0.00028697084,0.00016112115,0.00011300821,0.000020907128,0.000042013482,0.0002914001,0.0000061466626],"category_scores_gemma":[0.000054134925,0.00017476403,0.00006763119,0.00007695321,0.00005054323,0.0001209464,0.000021110167,0.00014939408,6.6636795e-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":[0.0026576547,0.00018022631,0.0036023697,0.003955013,0.0002653069,0.000044566816,0.013849287,0.00020074997,0.9509228,0.0001074715,0.00039267415,0.02382188],"study_design_scores_gemma":[0.009527288,0.0007501099,0.00618754,0.0045859665,0.003275217,0.0000517704,0.027518898,0.19646405,0.7407801,0.009565106,0.000031388652,0.0012625395],"about_ca_topic_score_codex":0.0041987975,"about_ca_topic_score_gemma":0.00050171424,"teacher_disagreement_score":0.3298809,"about_ca_system_score_codex":0.00005589401,"about_ca_system_score_gemma":0.00003921554,"threshold_uncertainty_score":0.71266705},"labels":[],"label_agreement":null},{"id":"W7072144571","doi":"","title":"THE USE OF SCIENCE IN ENVIRONMENTAL\\nPOLICY MAKING AND THE IMPLICATIONS FOR HEALTH:\\nA CASE STUDY OF BISMUTH SHOTSHELLS","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Environmental, Ecological, and Cultural 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":"Government (linguistics); Process (computing); Work (physics); Context (archaeology); Order (exchange); Filter (signal processing)","score_opus":0.04386987898740886,"score_gpt":0.2927547838845175,"score_spread":0.24888490489710863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072144571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996917,0.00019060296,7.299368e-7,0.001625729,0.00004197395,0.0010876866,0.000045810186,0.0000041307235,0.00008632437],"genre_scores_gemma":[0.984965,0.0010143757,0.00010620261,0.000016102726,0.000007824906,0.000004466423,0.000010221773,0.0000039087727,0.013871887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99904346,0.00014242485,0.00017392384,0.00021763872,0.00020458596,0.00021796068],"domain_scores_gemma":[0.9991194,0.00026269126,0.00039899032,0.00016079645,0.000025800236,0.000032301894],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00053748745,0.000102144455,0.00027052267,0.0000736598,0.0020340104,0.00002155432,0.00030949447,0.000063881635,0.000006952873],"category_scores_gemma":[0.000034603687,0.00007063896,0.00006522869,0.00020344666,0.0024843009,0.00015050451,0.0000898893,0.00008265162,2.8978025e-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":[0.00013834464,0.00040019452,0.02880266,0.000061061684,0.000052464555,0.000004645079,0.9632366,0.00007184458,0.0005576003,0.0013692296,0.00030924712,0.0049961326],"study_design_scores_gemma":[0.0005213242,0.00012338994,0.16513021,0.000021118742,0.0000445751,0.0000010183836,0.8335944,0.000009889032,0.00001781587,0.00012554487,0.00034085882,0.000069878224],"about_ca_topic_score_codex":0.18839456,"about_ca_topic_score_gemma":0.5934368,"teacher_disagreement_score":0.4050422,"about_ca_system_score_codex":0.0001429802,"about_ca_system_score_gemma":0.00004736648,"threshold_uncertainty_score":0.9992652},"labels":[],"label_agreement":null},{"id":"W7072157393","doi":"","title":"Using a Remotely Piloted Aircraft System to Investigate the Relationship between Canopy Temperature Depression and American Beech Health in Southern Ontario","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Urban Heat Island Mitigation","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":"Beech; Tree health; Canopy; Bark (sound); Visibility; Tree (set theory); Forest health; Vegetation (pathology)","score_opus":0.022570641651639974,"score_gpt":0.22813466004019628,"score_spread":0.2055640183885563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072157393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980461,0.000030340823,0.000003708449,0.0010572429,0.0000628171,0.0006270195,0.00007156106,0.00003233581,0.00006888459],"genre_scores_gemma":[0.94560546,0.0000031826567,0.0014621218,0.00004721691,0.00001273836,0.0000011072526,0.00036303527,0.000024132338,0.052481025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985445,0.00028439556,0.00017171909,0.00042678372,0.00031877292,0.0002537993],"domain_scores_gemma":[0.9992144,0.00007438409,0.00027593365,0.0002691887,0.000013250969,0.00015283932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002793083,0.00019534808,0.000338801,0.00017398583,0.00054815185,0.000021364918,0.00026557365,0.00012111304,0.00007382992],"category_scores_gemma":[0.000020095493,0.00018983155,0.00004623716,0.0005071741,0.00011653711,0.00012971963,0.00013950758,0.0005136604,0.0000143032],"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":[0.00007139614,0.000010885279,0.6793379,0.00006771899,0.000012003309,0.000007183196,0.3172278,0.0006005844,0.0018734232,0.0000047412204,0.00026371496,0.00052263524],"study_design_scores_gemma":[0.0002602314,0.00009723271,0.80682087,0.0002722067,0.000045773086,0.0000032086812,0.19201116,0.00009893235,0.00005957924,0.000028584056,0.0001119647,0.00019028709],"about_ca_topic_score_codex":0.9235863,"about_ca_topic_score_gemma":0.953235,"teacher_disagreement_score":0.12748294,"about_ca_system_score_codex":0.0014506123,"about_ca_system_score_gemma":0.00016666671,"threshold_uncertainty_score":0.77411056},"labels":[],"label_agreement":null},{"id":"W7072214071","doi":"","title":"Use of water isotope tracers to elucidate hydrological conditions of lakes in the Peace-Athabasca Delta over space and time: A foundation for lake ecosystem monitoring","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Floodplain; Flood myth; Wetland; Delta; Hydrology (agriculture); Ecosystem; Groundwater recharge; Lake ecosystem; Permafrost","score_opus":0.016597164567601044,"score_gpt":0.24334057228454692,"score_spread":0.22674340771694587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072214071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782336,0.0000074612417,0.000026548758,0.00015198917,0.0000687798,0.00062532676,0.0012045421,0.0000052260075,0.00008675691],"genre_scores_gemma":[0.98601013,0.000011085124,0.00045828932,0.0000031553168,0.00003368741,0.000007662397,0.0023168162,0.000014420442,0.011144762],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99922776,0.000084226864,0.0001489081,0.0002161773,0.00016272199,0.00016020809],"domain_scores_gemma":[0.9993528,0.0001296073,0.00020463669,0.00017532741,0.000102360034,0.00003528305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018071331,0.00014866886,0.0003286828,0.00016139336,0.00012819773,0.000017251987,0.00017786217,0.0000752768,0.00033697064],"category_scores_gemma":[0.000006196808,0.0001267625,0.00012494953,0.00010499181,0.0000343394,0.00022192081,0.000049553964,0.0001541554,0.0000031875572],"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":[0.0039236196,0.0016185421,0.06513686,0.001333283,0.0013883886,0.000025234855,0.45550984,0.0018833433,0.4629039,0.0020895312,0.002221561,0.0019659358],"study_design_scores_gemma":[0.005846539,0.0025912547,0.100520276,0.0009231259,0.0017225672,0.000003862683,0.572386,0.00904676,0.26553708,0.00092896185,0.038779728,0.0017138313],"about_ca_topic_score_codex":0.0060644327,"about_ca_topic_score_gemma":0.008309714,"teacher_disagreement_score":0.19736679,"about_ca_system_score_codex":0.000025010399,"about_ca_system_score_gemma":0.000033269047,"threshold_uncertainty_score":0.91676486},"labels":[],"label_agreement":null},{"id":"W7072232326","doi":"","title":"Vaccine Hesitancy: Changing Priorities Towards a Lens of Compassion and Opportunity","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Distrust; Ignorance; Herd immunity; Pandemic; Empathy; Politics; Public health","score_opus":0.022353016268769076,"score_gpt":0.25292659534296896,"score_spread":0.2305735790741999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072232326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893743,0.001471003,0.0000035890105,0.002837153,0.00038533178,0.00023062596,0.000038375332,0.000061568564,0.0055980664],"genre_scores_gemma":[0.6400919,0.0026216493,0.00020666164,0.0000130418,0.00009459491,2.9447378e-7,0.00009318192,0.000018127243,0.35686055],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988912,0.00008290994,0.00014476539,0.0002688383,0.00033810583,0.00027417621],"domain_scores_gemma":[0.9992489,0.000037794536,0.00021389018,0.00016388514,0.0002163582,0.000119174045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030022106,0.0001800355,0.0004777652,0.0004416813,0.00039784875,0.00002723389,0.0002324115,0.00025983766,0.0004095556],"category_scores_gemma":[0.000032461812,0.00020382467,0.00014518933,0.00029851327,0.000031063042,0.00032926755,0.000076317214,0.00021313185,0.000008780976],"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":[0.00017923371,0.000061286206,0.0021095907,0.0017459735,0.00015752314,0.000096841235,0.9735404,9.564035e-7,0.00096222496,0.007366953,0.0055960086,0.008183012],"study_design_scores_gemma":[0.00050989114,0.00015209935,0.025528273,0.0013970957,0.00039152347,0.000001416304,0.96307135,0.00003454205,0.00064999907,0.001183128,0.006702704,0.00037795352],"about_ca_topic_score_codex":0.043642797,"about_ca_topic_score_gemma":0.15231068,"teacher_disagreement_score":0.35126248,"about_ca_system_score_codex":0.00008187399,"about_ca_system_score_gemma":0.00036478034,"threshold_uncertainty_score":0.96272564},"labels":[],"label_agreement":null},{"id":"W7072235910","doi":"","title":"University Students’ Gynecology Care Experiences in the US and Canada: Implications for Equitable Access to Person-Centered Care","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","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":"Health care; Reproductive health; Operationalization; Reproductive medicine; Perspective (graphical); Data collection","score_opus":0.03102985616752989,"score_gpt":0.2946728115827983,"score_spread":0.2636429554152684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072235910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911112,0.000780642,0.0000031069333,0.0059335376,0.0002709721,0.00152854,0.00011590015,0.0000128072015,0.00024328045],"genre_scores_gemma":[0.97032875,0.00013338562,0.00006644041,0.00010012192,0.000046433448,0.000008432575,0.00053549465,0.000010507307,0.028770452],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99902177,0.000046513498,0.000075997974,0.0004256676,0.00016753754,0.00026250788],"domain_scores_gemma":[0.99924296,0.000044700624,0.00007973714,0.00023284495,0.00030073675,0.0000990218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007430613,0.00013650271,0.0002854985,0.00019326407,0.00026869867,0.000023454271,0.00033480045,0.00012611777,0.000022760012],"category_scores_gemma":[0.00002504367,0.00013167858,0.000059402166,0.00018551508,0.000044028486,0.000115909184,0.000059399732,0.0001579052,0.0000013717541],"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":[0.0007325729,0.000051927153,0.064997114,0.0016467451,0.00006586582,0.00003506432,0.9228017,0.0000057366924,0.00029124814,0.000048085363,0.0052294675,0.004094512],"study_design_scores_gemma":[0.0005044397,0.00016910404,0.31830373,0.0000929742,0.00012755478,0.0000019791041,0.6768736,0.0000018253056,0.000027343473,0.0000021614655,0.003817072,0.0000781713],"about_ca_topic_score_codex":0.7409765,"about_ca_topic_score_gemma":0.98547894,"teacher_disagreement_score":0.25330663,"about_ca_system_score_codex":0.0005047307,"about_ca_system_score_gemma":0.0006365777,"threshold_uncertainty_score":0.53696966},"labels":[],"label_agreement":null},{"id":"W7072306090","doi":"","title":"Wastewater Surveillance of Influenza (A, B) and Respiratory Syncytial Virus (RSV) in Southern Ontario","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"SARS-CoV-2 detection and testing","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":"Virus; Wastewater; Ultrafiltration (renal); Orthomyxoviridae; Respiratory system; Influenza A virus; RNA","score_opus":0.023137797615088232,"score_gpt":0.2437042701796706,"score_spread":0.2205664725645824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072306090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984385,0.00033323021,2.1016959e-7,0.000030261159,0.00022676031,0.00022060139,0.000026577643,0.000044788543,0.00067908014],"genre_scores_gemma":[0.90833396,0.000008011101,0.00017386465,0.000092159404,0.000048774844,5.921494e-7,0.000047268313,0.0000445506,0.0912508],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9989881,0.00004681272,0.00021036672,0.00033745109,0.000231515,0.00018578328],"domain_scores_gemma":[0.9993905,0.000035441633,0.00018866354,0.00021640406,0.00012010098,0.00004888981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019645704,0.00020505987,0.000529206,0.00048165434,0.000045538298,0.000009532218,0.00009607032,0.00029574853,0.00009803774],"category_scores_gemma":[0.000027604281,0.00021908374,0.000115823226,0.00018902116,0.00008613337,0.0000692397,0.000046720077,0.00041871038,0.00004177945],"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":[0.0016652422,0.00009667853,0.08033913,0.0018114144,0.00022386991,0.00035266968,0.40585145,0.00000542986,0.50797087,0.000011336615,0.00014360483,0.0015283062],"study_design_scores_gemma":[0.007686517,0.0012418359,0.1761046,0.004641444,0.0007148343,0.0000519014,0.48016366,0.00020155273,0.32092103,0.00013974891,0.0069658644,0.0011670188],"about_ca_topic_score_codex":0.4980637,"about_ca_topic_score_gemma":0.90082955,"teacher_disagreement_score":0.40276584,"about_ca_system_score_codex":0.00014658738,"about_ca_system_score_gemma":0.0002072309,"threshold_uncertainty_score":0.89339757},"labels":[],"label_agreement":null},{"id":"W754628560","doi":"","title":"Large-scale Solar PV Investment Planning Studies","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electric Power System Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Photovoltaic system; Investment (military); Environmental science; Business; Geography; Engineering; Political science; Cartography; Electrical engineering","score_opus":0.013484665237233774,"score_gpt":0.20285283068284385,"score_spread":0.18936816544561008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W754628560","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":[0.9852939,0.0046767797,0.001078357,0.000026830285,0.0012656186,0.00043782897,0.000034511082,0.00044259924,0.006743561],"genre_scores_gemma":[0.15232845,0.0023100206,0.010262024,0.000033789005,0.00014363133,0.000004930455,0.0014848453,0.00023272127,0.8331996],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990495,0.000035545945,0.00014930572,0.00024813542,0.00020772546,0.0003097788],"domain_scores_gemma":[0.99936426,0.00001719182,0.00014242846,0.00026018664,0.00014218176,0.000073742456],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012193646,0.00026408484,0.00045543423,0.00031945377,0.00012959838,0.00001023801,0.0002573582,0.00027207917,0.00006017371],"category_scores_gemma":[0.0000072659764,0.00032500803,0.00010757358,0.00020597335,0.0000245271,0.00020616254,0.000035387926,0.00022018542,0.000056444867],"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":[0.000088491324,0.0000772599,0.0006158092,0.002246299,0.0012024913,0.000079920115,0.9639468,0.012087725,0.0016258392,0.0001736635,0.017425336,0.00043031815],"study_design_scores_gemma":[0.002151192,0.0003261095,0.0029845696,0.00223403,0.00096678326,0.000009146121,0.94666713,0.023599524,0.013505067,0.00034804567,0.005480672,0.0017277421],"about_ca_topic_score_codex":0.0009479621,"about_ca_topic_score_gemma":0.006657681,"teacher_disagreement_score":0.8329655,"about_ca_system_score_codex":0.00014805718,"about_ca_system_score_gemma":0.00003067989,"threshold_uncertainty_score":0.9999202},"labels":[],"label_agreement":null},{"id":"W761636834","doi":"","title":"Drawing on the Margins of History: English-Language Graphic Narratives in Canada","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Comics and Graphic Narratives","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; Linguistics; English language; History; Literature; Visual arts; Art; Philosophy","score_opus":0.011303217338251128,"score_gpt":0.16206489320113368,"score_spread":0.15076167586288255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W761636834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875922,0.0003977656,3.3638724e-8,0.00048336573,0.000653549,0.0002294098,0.000055636337,0.000008593356,0.010579431],"genre_scores_gemma":[0.7948056,0.000058347527,0.000005873885,0.000018812112,0.000039650688,8.1795497e-7,0.000087639484,0.000012775651,0.2049705],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999165,0.00008612988,0.00013753955,0.00020640325,0.00023173938,0.00017320369],"domain_scores_gemma":[0.9991942,0.0000838407,0.000287995,0.00023851689,0.00015865914,0.000036794434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009341375,0.00019530834,0.00036162205,0.0003220907,0.00016572436,0.000014456645,0.00034414008,0.000068278016,0.0023533737],"category_scores_gemma":[0.0000127766325,0.00016742515,0.00012813493,0.000064399195,0.00020646745,0.00012351679,0.00002507384,0.00028655794,0.0000026326622],"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":[0.00005376765,0.00003132303,0.00021021119,0.00009521237,0.00007278096,0.000009845463,0.96173084,0.0000030428898,0.00042915487,0.031954445,0.0053022425,0.00010711831],"study_design_scores_gemma":[0.00022496778,0.000057557707,0.0025113104,0.00021986676,0.000021637537,5.7674885e-8,0.9883118,0.000014986024,0.00014659092,0.00023407447,0.008075905,0.00018121804],"about_ca_topic_score_codex":0.97661394,"about_ca_topic_score_gemma":0.9991697,"teacher_disagreement_score":0.19439107,"about_ca_system_score_codex":0.00022502553,"about_ca_system_score_gemma":0.0004062883,"threshold_uncertainty_score":0.9985586},"labels":[],"label_agreement":null},{"id":"W77434835","doi":"","title":"General Geometry Computed Tomography Reconstruction","year":2006,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Medical Imaging Techniques and Applications","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":"University of Waterloo","keywords":"Computed tomography; Geometry; Tomography; Computer science; Mathematics; Medicine; Radiology","score_opus":0.00903186332566488,"score_gpt":0.22573951550923269,"score_spread":0.2167076521835678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W77434835","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":[0.99568427,0.00007926196,0.0002442969,0.0013851904,0.00018392621,0.0003389186,0.000030902174,0.00020038876,0.001852828],"genre_scores_gemma":[0.07817907,0.0001888497,0.1403036,0.00009436479,0.00027974715,0.0000022606794,0.006038396,0.00005666633,0.77485704],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991174,0.000018732257,0.00014149502,0.00029942824,0.00024398496,0.00017897463],"domain_scores_gemma":[0.99916756,0.000012488868,0.00020249415,0.00030226924,0.00019461525,0.00012057727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000057587837,0.0001690032,0.00038550608,0.00047010486,0.00011315518,0.000008380409,0.00015119741,0.0002956531,0.00027834164],"category_scores_gemma":[0.0000053466183,0.00018943952,0.00022784543,0.0004000605,0.00012393323,0.00005994476,0.000024556759,0.00031144056,0.000018720932],"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":[0.000992023,0.0015821145,0.025338467,0.0043645403,0.0012672949,0.00031437696,0.016349977,0.000022813985,0.22535595,0.0035822992,0.537386,0.18344416],"study_design_scores_gemma":[0.013103247,0.0020931533,0.6288728,0.008563228,0.00722061,0.0006557396,0.09004907,0.016847976,0.12513247,0.0047119195,0.098267645,0.0044820947],"about_ca_topic_score_codex":0.017308617,"about_ca_topic_score_gemma":0.0020576878,"teacher_disagreement_score":0.9175052,"about_ca_system_score_codex":0.00004841636,"about_ca_system_score_gemma":0.000066302906,"threshold_uncertainty_score":0.9892352},"labels":[],"label_agreement":null},{"id":"W789113022","doi":"","title":"The Preservation and Stewardship of Archaeological Sites in the Boreal Forest: A Public Issues Approach","year":2014,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Archaeological Research and Protection","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":"Stewardship (theology); Taiga; Boreal; Geography; Archaeology; Environmental resource management; Environmental ethics; Forestry; Environmental science; Political science; Law; Philosophy","score_opus":0.03209135923216826,"score_gpt":0.22732377792729042,"score_spread":0.19523241869512215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W789113022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99460924,0.00061395374,0.000043487846,0.0026256656,0.000022042366,0.00041883407,0.00001801565,0.000009856602,0.0016389226],"genre_scores_gemma":[0.9875117,0.0008464169,0.00072302204,0.000009281107,0.000025615953,7.299892e-7,0.00066261826,0.0000019758863,0.010218618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984992,0.0004945,0.00011552243,0.00021837678,0.0004092807,0.0002630899],"domain_scores_gemma":[0.9990535,0.0004614811,0.00014886823,0.0001833721,0.00009106188,0.00006172047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011033533,0.000117895754,0.00021144509,0.000120904064,0.0002795473,0.000023102659,0.00053392316,0.00018755217,0.000060946124],"category_scores_gemma":[0.00024608528,0.00006738706,0.000062599625,0.00021553562,0.00054753805,0.00018378474,0.000042947555,0.0003411764,0.0000037381242],"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":[0.0015156512,0.00004653837,0.7858788,0.00051799044,0.00006651057,0.0000133175,0.09812457,0.00022783139,0.00003806335,0.0046768878,0.000409237,0.1084846],"study_design_scores_gemma":[0.0001895212,0.00048378803,0.93752927,0.000021620363,0.00001129033,0.000001369527,0.04401901,0.0037738455,0.000013433829,0.013158813,0.0007138399,0.000084213316],"about_ca_topic_score_codex":0.122574985,"about_ca_topic_score_gemma":0.59386003,"teacher_disagreement_score":0.47128502,"about_ca_system_score_codex":0.0000036826254,"about_ca_system_score_gemma":0.000037341102,"threshold_uncertainty_score":0.8832679},"labels":[],"label_agreement":null},{"id":"W824459562","doi":"","title":"Practical Private Information Retrieval","year":2011,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":8,"is_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; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"The Internet; Computer science; Private information retrieval; Internet privacy; World Wide Web; Information privacy; Privacy policy; Confidentiality; Service provider; Information retrieval; Service (business); Computer security; Business","score_opus":0.014852447242269634,"score_gpt":0.21891578842659123,"score_spread":0.2040633411843216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W824459562","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":[0.9556389,0.00004933245,0.036807083,0.0008173191,0.0012201844,0.0004861256,0.00010665523,0.00031502984,0.004559376],"genre_scores_gemma":[0.10602207,0.0014516172,0.7959437,0.0002911321,0.00022037922,0.0000013151317,0.00872178,0.000072149225,0.08727589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99895275,0.000053498912,0.00014619743,0.00026430856,0.00035699116,0.0002262624],"domain_scores_gemma":[0.99868464,0.00003105805,0.0003703639,0.0006006646,0.00020392524,0.00010931918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019427041,0.00017999655,0.00025150948,0.00035049175,0.00016665427,0.000067472094,0.000876845,0.00030355013,0.00012302533],"category_scores_gemma":[0.0000322732,0.00020992103,0.00015742278,0.0004065855,0.00006225486,0.003029382,0.0001952926,0.00032302388,0.00017913281],"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":[0.0010910152,0.0003212278,0.00037595612,0.000784551,0.00026529378,0.000102877835,0.36994544,0.0000018161383,0.00075499126,0.59653133,0.017488224,0.012337278],"study_design_scores_gemma":[0.012654879,0.003816204,0.13130122,0.002076165,0.0017216336,0.00016714649,0.37464264,0.009814041,0.049484365,0.11532272,0.2902743,0.008724686],"about_ca_topic_score_codex":0.0048999484,"about_ca_topic_score_gemma":0.0029798658,"teacher_disagreement_score":0.8496168,"about_ca_system_score_codex":0.000024816185,"about_ca_system_score_gemma":0.00011940709,"threshold_uncertainty_score":0.8560331},"labels":[],"label_agreement":null},{"id":"W839381954","doi":"","title":"1-AMINOCYCLOPROPANE-1-CARBOXYLATE (ACC) DEAMINASE GENES IN RHIZOBIA: ISOLATION AND CHARACTERIZATION","year":2007,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological 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":"Rhizobia; Isolation (microbiology); Biology; Microbiology; Genetics; Nitrogen fixation; Bacteria","score_opus":0.008819005308737582,"score_gpt":0.19004652721638646,"score_spread":0.18122752190764888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W839381954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894273,0.00013152117,4.3651457e-7,0.00030690548,0.00013579853,0.00027909107,0.00005616902,0.000043693144,0.000103648075],"genre_scores_gemma":[0.95929515,0.00021784462,0.00018894351,0.0000142331,0.00006226298,5.7725003e-7,0.0026490455,0.0000035792484,0.03756838],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989252,0.00006078697,0.00016548701,0.0003916254,0.00020192056,0.00025494254],"domain_scores_gemma":[0.9994348,0.00004378426,0.00027074866,0.00006823369,0.00010775626,0.00007464716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013868185,0.0002179256,0.0003098524,0.00011084576,0.00014083453,0.000026396996,0.00019953791,0.00039356446,0.0001326377],"category_scores_gemma":[0.000009075454,0.00013661977,0.00008104527,0.00033381255,0.000047820387,0.0002615817,0.00004728559,0.00017700002,0.000017942848],"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":[0.00014826906,0.00005031118,0.016429689,0.00006873938,0.000021104293,0.000029112776,0.007428903,1.2369834e-7,0.9418076,0.00001184012,0.000011643359,0.033992637],"study_design_scores_gemma":[0.00035746428,0.00017378065,0.9178463,0.00018390374,0.00008753265,0.0000056281146,0.022273269,0.000090865055,0.05829656,0.000042803596,0.00020537345,0.00043651662],"about_ca_topic_score_codex":0.019478139,"about_ca_topic_score_gemma":0.11703274,"teacher_disagreement_score":0.9014166,"about_ca_system_score_codex":0.00006111752,"about_ca_system_score_gemma":0.000012060486,"threshold_uncertainty_score":0.98705125},"labels":[],"label_agreement":null},{"id":"W940055523","doi":"","title":"Determinants of Undetected Unintentional Errors in Audited Financial Statements","year":2014,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Auditing, Earnings Management, Governance","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":"University of Guelph","funders":"","keywords":"Audit; Accounting; Proxy (statistics); Business; Actuarial science; Quality (philosophy); Audit committee; Quality audit; Finance; Computer science","score_opus":0.009657301541377047,"score_gpt":0.20219174011404817,"score_spread":0.1925344385726711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W940055523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559754,0.0000033716674,0.0031086411,0.00029764292,0.0001428443,0.00017095446,0.0000073810957,0.000045118348,0.00062652625],"genre_scores_gemma":[0.9808281,0.000005092746,0.00046962852,0.000075148266,0.000051938467,3.562658e-7,0.000020871104,0.000014422606,0.018534418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988686,0.000024173354,0.00020933992,0.00027574511,0.00033454035,0.00028760394],"domain_scores_gemma":[0.9953826,0.000022612714,0.004211474,0.00019876054,0.00017066918,0.000013902392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031385015,0.00015188291,0.00028854745,0.0004179237,0.00010464986,0.000018466413,0.00038264281,0.00006823691,0.00030847895],"category_scores_gemma":[0.00071623805,0.00018399424,0.000083786115,0.0005395167,0.0001469412,0.0008572585,0.00033484225,0.00012276952,0.00009482498],"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":[0.000393033,0.00035990577,0.9335878,0.00089649146,0.00006461056,0.00006807316,0.0042286515,0.00132193,0.0045006177,0.0067491606,0.0032592227,0.044570535],"study_design_scores_gemma":[0.002452539,0.00005925709,0.9697028,0.00032489462,0.00006600915,4.8845266e-7,0.0050052465,0.008820032,0.00031051808,0.0012667128,0.011650054,0.0003414949],"about_ca_topic_score_codex":0.028507685,"about_ca_topic_score_gemma":0.03149873,"teacher_disagreement_score":0.04422904,"about_ca_system_score_codex":0.000054167816,"about_ca_system_score_gemma":0.000019031038,"threshold_uncertainty_score":0.98617387},"labels":[],"label_agreement":null},{"id":"W961621180","doi":"","title":"Demonstrating relationships between workplace demands and exposures related to musculoskeletal disorders and stress-related health outcomes","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Occupational Health and Safety in Workplaces","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":"Workplace Safety and Insurance Board; U.S. Department of Health and Human Services","keywords":"Musculoskeletal disorder; Psychology; Environmental health; Medicine; Human factors and ergonomics; Poison control","score_opus":0.027183632327542256,"score_gpt":0.341710665424588,"score_spread":0.31452703309704577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W961621180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863688,0.0008826968,0.0000094267325,0.009273903,0.00040204573,0.0013781617,0.00029726318,0.000119817705,0.0012679182],"genre_scores_gemma":[0.8528909,0.00070690154,0.0022940033,0.000052327716,0.0000434039,0.000006146552,0.0027740803,0.000059026337,0.14117321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99659085,0.001006726,0.0007085206,0.000578031,0.000474761,0.00064113585],"domain_scores_gemma":[0.99681365,0.0010574738,0.0008845599,0.0002885247,0.00025850377,0.0006973026],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014478328,0.0003920998,0.00087810244,0.00047377334,0.0021069304,0.000013581686,0.00022388081,0.000922914,0.00008867822],"category_scores_gemma":[0.0002889334,0.00041675608,0.00010865547,0.00042827523,0.00013894614,0.00027691486,0.0001195619,0.0014896066,0.000048333997],"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":[0.00019353551,0.000029902294,0.83612454,0.0012408997,0.00013638627,0.000002232699,0.15434007,0.000053561856,0.0000019332372,0.00046250506,0.0015737092,0.005840708],"study_design_scores_gemma":[0.001141865,0.00022336087,0.70713514,0.001029396,0.00011269718,4.5575476e-7,0.28827947,0.000056298064,3.8073432e-7,0.0014868295,0.00023762493,0.00029648872],"about_ca_topic_score_codex":0.016482133,"about_ca_topic_score_gemma":0.13892436,"teacher_disagreement_score":0.13990529,"about_ca_system_score_codex":0.00019463242,"about_ca_system_score_gemma":0.00067690184,"threshold_uncertainty_score":0.9998284},"labels":[],"label_agreement":null},{"id":"W971864676","doi":"","title":"Design of a Multiple-User Intelligent Feeding Robot for Elderly and Disabled","year":2007,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":5,"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 Waterloo","funders":"","keywords":"Meal preparation; Service (business); Activities of daily living; Elderly people; Population; Robot; Personal care; Independence (probability theory); Gerontology; Nursing; Medicine; Computer science; Psychology; Business; Marketing; Physical therapy; Artificial intelligence; Environmental health; Family medicine","score_opus":0.031095478783802907,"score_gpt":0.24372036635055516,"score_spread":0.21262488756675224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W971864676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95718795,0.00009535751,0.04001695,0.0020508394,0.000051139392,0.00048796096,0.000005636186,0.000034734938,0.0000694296],"genre_scores_gemma":[0.9422488,0.00011919058,0.04209357,0.00002824128,0.00003520065,1.8308057e-7,0.000009476655,0.000010631286,0.015454661],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994624,0.000009637373,0.000099702884,0.00015336642,0.00011237128,0.00016251687],"domain_scores_gemma":[0.99946135,0.0001434187,0.00007494204,0.00010002233,0.00011915056,0.000101084224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023969219,0.00008593656,0.00025227704,0.00015790966,0.000069979615,0.000004313844,0.00006121771,0.000073717754,0.000039229777],"category_scores_gemma":[0.000042047694,0.000089012196,0.00007115461,0.000098150216,0.00011783383,0.000076430624,0.000033557924,0.000061576604,0.0000021718163],"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":[0.009716788,0.0010562082,0.075076096,0.0017095687,0.00047834998,0.000061122344,0.17488386,0.00015310837,0.7133749,0.0012829481,0.004411958,0.017795106],"study_design_scores_gemma":[0.030925995,0.007652919,0.12078672,0.0023585747,0.0012022858,0.00009545428,0.3603904,0.009247248,0.45714083,0.0007703683,0.00842823,0.0010009791],"about_ca_topic_score_codex":0.0011951799,"about_ca_topic_score_gemma":0.0004919888,"teacher_disagreement_score":0.25623405,"about_ca_system_score_codex":0.000028321605,"about_ca_system_score_gemma":0.000010898595,"threshold_uncertainty_score":0.3629812},"labels":[],"label_agreement":null},{"id":"W976371631","doi":"","title":"Evaluation of Signal Retiming Measures Using Bluetooth Travel Time Data","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Bluetooth and Wireless Communication 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":"Retiming; Bluetooth; SIGNAL (programming language); Computer science; Real-time computing; Telecommunications; Algorithm; Programming language; Wireless","score_opus":0.10098954820068257,"score_gpt":0.2808734674601403,"score_spread":0.17988391925945774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W976371631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99078315,0.0013111542,0.0051675886,0.0004177058,0.00019328418,0.00047958133,0.00008514699,0.00019325153,0.001369113],"genre_scores_gemma":[0.8278487,0.00034407328,0.14238523,0.000012418814,0.000044986944,0.000001129838,0.0016839827,0.000056235574,0.027623292],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975095,0.0002846409,0.00021979018,0.00047050085,0.0013057202,0.00020986433],"domain_scores_gemma":[0.9957364,0.000051431725,0.0006489246,0.002048239,0.0014494087,0.00006559408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019829734,0.00020734344,0.00044157804,0.0004404344,0.0001575527,0.000037190955,0.0041342555,0.00034180205,0.00004248238],"category_scores_gemma":[0.00011500371,0.00024218483,0.00008441949,0.00042147696,0.00013627791,0.0008343346,0.0006677596,0.00025772373,0.000013724142],"study_design_candidate":"simulation_or_modeling","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":[0.00023333181,0.00047329374,0.00015134286,0.00058998924,0.0008511872,0.000015756506,0.18394887,0.0026376962,0.09729051,0.0030956129,0.0071008583,0.70361155],"study_design_scores_gemma":[0.001517321,0.00019235373,0.0010821382,0.00072865386,0.0009504601,0.0000055787273,0.10227274,0.8574026,0.029471824,0.0053651156,0.00022481258,0.00078640773],"about_ca_topic_score_codex":0.00852384,"about_ca_topic_score_gemma":0.0051178476,"teacher_disagreement_score":0.8547649,"about_ca_system_score_codex":0.00015423135,"about_ca_system_score_gemma":0.0007666906,"threshold_uncertainty_score":0.99807847},"labels":[],"label_agreement":null},{"id":"W995564165","doi":"","title":"Streetscape Design: Perceptions of Good Design and Determinants of Social Interaction","year":2010,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Place Attachment and Urban Studies","field":"Social Sciences","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":"Perception; Psychology; Social psychology","score_opus":0.025033260096432756,"score_gpt":0.2826935237521657,"score_spread":0.25766026365573297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W995564165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983065,0.000042040625,0.000057526122,0.00014312271,0.00020690636,0.0002770755,0.00002068807,0.000015596941,0.0009305477],"genre_scores_gemma":[0.8829814,0.00028744005,0.0021283713,0.0000013820729,0.00003816504,5.742272e-7,0.000034107656,0.0000093738045,0.11451916],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99908054,0.00017516078,0.00013292309,0.00018314226,0.00026228945,0.00016593705],"domain_scores_gemma":[0.9991188,0.000120933335,0.00042241532,0.00008302739,0.00021076272,0.000044076485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030466338,0.00013386035,0.00038105098,0.000190795,0.00045260505,0.000009905256,0.00019687331,0.00029824057,0.00020383453],"category_scores_gemma":[0.000025705604,0.0001573231,0.00010928571,0.0001283735,0.00033477563,0.0002511207,0.00003500182,0.00016997651,0.0000045008574],"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":[0.00048560504,0.00015963949,0.0144543005,0.00024354593,0.00017104132,0.000004800066,0.95603615,0.0000063987422,0.01891062,0.00029993235,0.0022360708,0.006991901],"study_design_scores_gemma":[0.00044932048,0.00018323258,0.0630178,0.00013791965,0.00035026215,3.0289337e-7,0.9324872,0.00006682164,0.0026235494,0.000111869995,0.00035141714,0.00022031378],"about_ca_topic_score_codex":0.020873008,"about_ca_topic_score_gemma":0.15348206,"teacher_disagreement_score":0.13260905,"about_ca_system_score_codex":0.000037709622,"about_ca_system_score_gemma":0.0001113872,"threshold_uncertainty_score":0.9856471},"labels":[],"label_agreement":null}]}