{"meta":{"query_hash":"a93ae44baded","filters":{"venue":"OCAD University Open Research Repository (OCAD University)"},"cohort_total":729,"direct_labels_cover":3,"predictions_cover":729,"exported":729,"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/a93ae44baded","api":"https://metacan.xera.ac/api/v1/cohort?venue=OCAD+University+Open+Research+Repository+%28OCAD+University%29"},"results":[{"id":"W119243197","doi":"","title":"Crafting Play: Little Big Planet","year":2011,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Craft; Sociology; Cyberculture; Entertainment; Media studies; Aesthetics; Context (archaeology); Digital media; World Wide Web; Computer science; Multimedia; The Internet; Visual arts; Art; History","score_opus":0.15252141575253447,"score_gpt":0.3148308621022651,"score_spread":0.1623094463497306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W119243197","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07254441,0.0000280131,0.00002823665,0.00018815596,0.00037276905,0.0004932809,0.000028496715,0.000108218206,0.92620844],"genre_scores_gemma":[0.347052,0.00014847396,0.00024873458,0.000026709766,0.00016814114,2.3455475e-7,0.000017128175,0.000014612931,0.65232396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966216,0.000888258,0.00014068098,0.00057850016,0.00085477217,0.000916166],"domain_scores_gemma":[0.99814105,0.00022402244,0.00010447134,0.00045366248,0.00034205773,0.0007347649],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001216243,0.00017746357,0.00025910474,0.00048009498,0.0018012733,0.00032733282,0.0022917467,0.00025706086,0.000021458867],"category_scores_gemma":[0.00011135154,0.00021576374,0.00009704132,0.0011723281,0.0012646877,0.0014202488,0.0007175391,0.000588624,0.00019260764],"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":[0.0002789101,0.00015507097,0.004843753,0.000010934278,0.00006148645,0.0015279449,0.009979107,0.0000013917894,0.00013415412,0.97326356,0.0018138043,0.007929899],"study_design_scores_gemma":[0.0006811241,0.00017298857,0.0035124575,0.000048759677,0.000026015583,0.0000063205184,0.030412914,0.000007371409,0.00023031353,0.00008464542,0.96455055,0.00026655608],"about_ca_topic_score_codex":0.021798607,"about_ca_topic_score_gemma":0.0056038997,"teacher_disagreement_score":0.9731789,"about_ca_system_score_codex":0.00068723736,"about_ca_system_score_gemma":0.0012249398,"threshold_uncertainty_score":0.99949825},"labels":[],"label_agreement":null},{"id":"W1491988073","doi":"","title":"Finding Home: A Walk, a Meditation, a Memoir, a Collage","year":2008,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art Education and Development","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":"Memoir; Curiosity; Sociology; Neighbourhood (mathematics); Subject (documents); Visual arts; Aesthetics; Garden of Eden; Wonder; Meditation; Art history; Art; History; Psychology; Social psychology; Archaeology","score_opus":0.13791545791473261,"score_gpt":0.2976635107745154,"score_spread":0.1597480528597828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491988073","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20945166,0.000024418065,0.000043581626,0.0009922364,0.00045670776,0.00053919025,0.000016772765,0.000088299304,0.7883871],"genre_scores_gemma":[0.42058712,0.000075441036,0.00023222202,0.000057812296,0.00014570671,8.848758e-7,0.000022153423,0.000014125982,0.5788645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972931,0.0005704295,0.00019729119,0.00056455215,0.0007872574,0.00058733777],"domain_scores_gemma":[0.9978787,0.00022442373,0.00012893819,0.00043180288,0.0009212025,0.0004149387],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005937303,0.00021172062,0.00028369302,0.00089412445,0.0060807536,0.00031234272,0.0013065385,0.000116519426,0.00010404409],"category_scores_gemma":[0.000058407437,0.0002453496,0.00011331055,0.00065037154,0.0011199808,0.0014663679,0.0005017604,0.0004582375,0.00033267058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023517576,0.00018891197,0.0010556355,0.000019392486,0.00008812118,0.00097475457,0.048052825,0.0000037931927,0.00008997503,0.91497654,0.034187548,0.00012732742],"study_design_scores_gemma":[0.0012752867,0.0001413766,0.0021067474,0.000054811415,0.000023998902,0.000038418046,0.055533167,0.000037972248,0.00017801387,0.00017076574,0.9401115,0.0003279421],"about_ca_topic_score_codex":0.0017133888,"about_ca_topic_score_gemma":0.0012467541,"teacher_disagreement_score":0.91480577,"about_ca_system_score_codex":0.0010131985,"about_ca_system_score_gemma":0.0016046131,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W1577472637","doi":"","title":"Intersections: The Creative Grid in Downtown Toronto","year":2005,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Geography; Grid; Archaeology; Geodesy","score_opus":0.09478154151211655,"score_gpt":0.34683206791479987,"score_spread":0.25205052640268333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577472637","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072773404,0.000084562664,0.000012985108,0.0070933104,0.00021424703,0.0007294543,0.000007626875,0.000042902084,0.9190415],"genre_scores_gemma":[0.34459388,0.0004177158,0.00007468704,0.000040600928,0.00020005257,8.108081e-7,0.000004716119,0.0000057886136,0.6546617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967966,0.0013439831,0.0001502556,0.00044457905,0.00064498687,0.0006195718],"domain_scores_gemma":[0.9986928,0.00020502815,0.000083392246,0.00032379667,0.00042491138,0.00027004734],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012985227,0.00014941367,0.00019302341,0.0001962588,0.003742817,0.00034725014,0.001865531,0.00020091735,0.000100930185],"category_scores_gemma":[0.00009010897,0.00013779536,0.00009188752,0.0012222719,0.0010086228,0.0020484962,0.000579438,0.0006585631,0.000049883172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025299744,0.00012412177,0.0028896884,0.0000028170007,0.00006105071,0.00018406432,0.016372694,0.000029281127,0.00007191207,0.94342613,0.032219365,0.0043658675],"study_design_scores_gemma":[0.0005285769,0.00006440922,0.007076132,0.000042248288,0.000011951543,0.0000032260627,0.16328469,0.000020217134,0.00010723509,0.00001993628,0.8286782,0.00016320568],"about_ca_topic_score_codex":0.2940345,"about_ca_topic_score_gemma":0.3983164,"teacher_disagreement_score":0.9434062,"about_ca_system_score_codex":0.0053092693,"about_ca_system_score_gemma":0.00094870897,"threshold_uncertainty_score":0.99850917},"labels":[],"label_agreement":null},{"id":"W1619378921","doi":"","title":"Where's Omar? Where Is Justice?","year":2011,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Legal Education and Practice Innovations","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":"Economic Justice; Sociology; Political science; Law","score_opus":0.21323367412326663,"score_gpt":0.4006327016567138,"score_spread":0.18739902753344714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1619378921","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019780772,0.00006095094,0.000108606466,0.0090105375,0.00054544985,0.0005869385,0.000014744369,0.00010305168,0.96978897],"genre_scores_gemma":[0.25755987,0.0006143686,0.00096946093,0.00015990123,0.00017571157,5.519296e-7,0.0000053453637,0.000016706224,0.7404981],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592465,0.001722455,0.00017322633,0.0005880392,0.0008831525,0.0007084538],"domain_scores_gemma":[0.9969138,0.00032357732,0.0001798868,0.00061478344,0.0014266818,0.00054130086],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016372454,0.00017375096,0.00021160403,0.000637299,0.0057741394,0.0005368439,0.002419837,0.00029857646,0.00023343951],"category_scores_gemma":[0.00019856804,0.00022234072,0.000109541805,0.0028187523,0.0011096424,0.0042097187,0.00045457206,0.0011327949,0.00044329188],"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":[0.00022694953,0.0002561544,0.00358193,0.000027701899,0.00007523598,0.00031318527,0.022652484,5.320179e-7,0.00012907233,0.9373061,0.034874875,0.0005557552],"study_design_scores_gemma":[0.0005498671,0.000092221846,0.002501136,0.000048263402,0.00008198429,0.0000051318298,0.08978955,0.000010103293,0.00016732367,0.00023609851,0.90626436,0.0002539683],"about_ca_topic_score_codex":0.07855246,"about_ca_topic_score_gemma":0.014942138,"teacher_disagreement_score":0.93707,"about_ca_system_score_codex":0.0011063276,"about_ca_system_score_gemma":0.003558679,"threshold_uncertainty_score":0.99552023},"labels":[],"label_agreement":null},{"id":"W2132172034","doi":"","title":"E-Learning to support health literacy, health promotion and disease management in community settings","year":2008,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Health Literacy and Information Accessibility","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":"George Brown College; Centennial College","funders":"","keywords":"Health promotion; Health literacy; Health education; Medicine; Health information; Patient education; Nursing; Health care; Medical education; Public health; Political science","score_opus":0.12002346869214625,"score_gpt":0.4520793782269153,"score_spread":0.33205590953476904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132172034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65167594,0.000025240395,0.00058974914,0.009906543,0.00014467328,0.0040542018,0.00004414781,0.00012387898,0.33343565],"genre_scores_gemma":[0.87698823,0.000561601,0.002444374,0.0022369288,0.000046163615,0.0000072011703,0.00015760874,0.000023332934,0.11753458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98652786,0.010271694,0.00078215345,0.0005756992,0.0006674751,0.0011751216],"domain_scores_gemma":[0.99598676,0.00036544332,0.00046824393,0.00072117976,0.00056847534,0.0018898766],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007702949,0.0002265976,0.00046624377,0.0011677261,0.011095695,0.00009386442,0.0011513617,0.00015108183,0.00001055076],"category_scores_gemma":[0.0001956898,0.0002670106,0.000059429894,0.0018234961,0.00028585424,0.0030085421,0.0016398892,0.0027896613,0.00008893762],"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":[0.0020614322,0.00097107224,0.3316383,0.0029622423,0.000049254224,0.0005793345,0.07771003,0.00004300838,0.000008417859,0.5509449,0.009104525,0.023927465],"study_design_scores_gemma":[0.0025125982,0.0011601009,0.33725196,0.0008843899,0.000006705008,0.00000907765,0.028224358,0.0005881665,0.0000023325497,0.00006949871,0.6289997,0.0002910702],"about_ca_topic_score_codex":0.009037949,"about_ca_topic_score_gemma":0.0006319054,"teacher_disagreement_score":0.6198952,"about_ca_system_score_codex":0.0031303538,"about_ca_system_score_gemma":0.0031495492,"threshold_uncertainty_score":0.9999782},"labels":[],"label_agreement":null},{"id":"W214420747","doi":"","title":"When knowing more means knowing less: Understanding the impact of computer experience on e‑learning and e‑learning outcomes","year":2009,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":10,"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","funders":"","keywords":"Information overload; Psychology; Perception; Stimulus (psychology); Feeling; Scrolling; Affect (linguistics); Relevance (law); Cognitive psychology; Computer science; Social psychology; World Wide Web; Communication; Artificial intelligence","score_opus":0.09754751352997708,"score_gpt":0.3820181131557981,"score_spread":0.284470599625821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W214420747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5781291,0.000029373308,0.00124079,0.0011309931,0.000061650135,0.000389235,0.0000015510302,0.000072309114,0.41894498],"genre_scores_gemma":[0.9541576,0.00012181592,0.0006132952,0.000015838803,0.000089887144,1.4895414e-7,0.0000031720824,0.000013524321,0.044984754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9947637,0.002826506,0.000189618,0.0005697278,0.0008994137,0.0007510383],"domain_scores_gemma":[0.99797535,0.0009324631,0.000197249,0.0002837675,0.00029845003,0.00031270707],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002062878,0.00023388084,0.00038545532,0.0005712192,0.006655723,0.0004150772,0.0013146916,0.0001961501,0.0000046693895],"category_scores_gemma":[0.0002379133,0.00021160753,0.00021360365,0.0010847101,0.0009981764,0.0013548498,0.00044360553,0.0016129067,0.00000417881],"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":[0.00029530388,0.0001318948,0.08023288,0.000012158687,0.00015427526,0.00032978432,0.04987315,0.0031805518,0.00046220893,0.85262865,0.00007686752,0.012622271],"study_design_scores_gemma":[0.002537772,0.0018558793,0.046711724,0.00061411463,0.00010915351,0.000014353698,0.7553188,0.0073410175,0.00013875493,0.00037986098,0.18411574,0.0008627782],"about_ca_topic_score_codex":0.005389193,"about_ca_topic_score_gemma":0.00029331492,"teacher_disagreement_score":0.8522488,"about_ca_system_score_codex":0.0014791753,"about_ca_system_score_gemma":0.00074413593,"threshold_uncertainty_score":0.9946375},"labels":[],"label_agreement":null},{"id":"W2161846110","doi":"","title":"Beyond Exploitation and Trafficking: Canadian Critical Perspectives on Sex Work","year":2014,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Supreme court; Statute; Charter; Criminal code; Law; Political science; Section (typography); Criminology; Criminal law; Sociology; Business","score_opus":0.04506153635893127,"score_gpt":0.32557011357171556,"score_spread":0.28050857721278427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161846110","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3051863,0.00006233495,0.000025428515,0.0025697565,0.00013104072,0.00028074833,0.0000014141108,0.00005148367,0.69169146],"genre_scores_gemma":[0.8428208,0.0002225282,0.00015668393,0.000033190485,0.00012531533,2.1259876e-7,0.0000031056832,0.000011770004,0.15662634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960552,0.0018882763,0.00009518215,0.00061217777,0.000634555,0.00071464886],"domain_scores_gemma":[0.997632,0.0006986621,0.000042412943,0.0002952782,0.00046728333,0.0008643414],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013335363,0.00015619858,0.00021203411,0.00075978413,0.0052725426,0.00044718213,0.0009554859,0.00032156872,0.000008986669],"category_scores_gemma":[0.0003492119,0.00018764501,0.00006689571,0.0013239257,0.0016464754,0.00079243624,0.00015146751,0.0006953848,0.000044691344],"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":[0.00014999649,0.000072449446,0.0023477683,0.0000055551686,0.00004092926,0.00025814932,0.056906972,0.00001743668,0.000027652017,0.93800247,0.0010052455,0.0011653499],"study_design_scores_gemma":[0.0006304514,0.00024984407,0.0027656397,0.00008990672,0.0000348245,0.0000029081727,0.39865682,0.000054808654,0.000067634035,0.00045040608,0.5967076,0.0002891477],"about_ca_topic_score_codex":0.08593333,"about_ca_topic_score_gemma":0.02444509,"teacher_disagreement_score":0.9375521,"about_ca_system_score_codex":0.0011585649,"about_ca_system_score_gemma":0.00077809417,"threshold_uncertainty_score":0.99602246},"labels":[],"label_agreement":null},{"id":"W2169375932","doi":"10.5555/2447556.2447651","title":"Integrating a robot in a tabletop reservoir engineering application","year":2013,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Reinforcement Learning in Robotics","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 Calgary","funders":"","keywords":"Computer science; Visualization; Human–computer interaction; Simple (philosophy); Robot; Data visualization; Artificial intelligence","score_opus":0.03200415483870318,"score_gpt":0.2613764750102883,"score_spread":0.22937232017158515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169375932","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":[0.029081708,0.000013632598,0.52770686,0.00070067425,0.000102777434,0.0011642033,7.3995153e-7,0.00015975007,0.44106963],"genre_scores_gemma":[0.86936533,0.000030202405,0.024404412,0.000025553707,0.000045811757,0.0000041656676,0.0000086809605,0.000024025041,0.106091835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969544,0.0005539955,0.00023539121,0.00076625403,0.00070820894,0.0007817398],"domain_scores_gemma":[0.99768573,0.00029047782,0.00014058588,0.0010527308,0.00052692706,0.00030357117],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009765984,0.00022140307,0.0002785144,0.0010578871,0.0008054235,0.0007220945,0.0046408237,0.00019510333,0.0000019272309],"category_scores_gemma":[0.00012754844,0.00027141743,0.00007847302,0.0029402685,0.00016335533,0.0037870489,0.002031103,0.0010682269,0.00012098335],"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":[0.000024701278,0.000048232498,0.0029294773,0.000025077794,0.000024634805,0.0002105007,0.0004981427,0.122199,0.0051624877,0.86797106,0.0002077126,0.0006989593],"study_design_scores_gemma":[0.0012595083,0.00022067841,0.0080758175,0.00018523035,0.000009525909,0.000019462621,0.0017914752,0.88592565,0.0010521587,0.00008552242,0.100883365,0.0004915985],"about_ca_topic_score_codex":0.0073775123,"about_ca_topic_score_gemma":0.00023908696,"teacher_disagreement_score":0.86788553,"about_ca_system_score_codex":0.0013407079,"about_ca_system_score_gemma":0.0004301453,"threshold_uncertainty_score":0.9999738},"labels":[],"label_agreement":null},{"id":"W2266004901","doi":"","title":"Mischief and Curiosity as Survival Strategies in the Super-modern World","year":2013,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Curiosity; Exhibition; Alienation; Space (punctuation); Power (physics); Aesthetics; Work (physics); Sociology; Media studies; Visual arts; Art; Psychology; Political science; Engineering; Social psychology; Law; Computer science","score_opus":0.06555259462342797,"score_gpt":0.36871662327309085,"score_spread":0.30316402864966285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266004901","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4283831,0.00008686352,5.038216e-7,0.0005877127,0.0002544651,0.0008716003,0.000010374674,0.000035930763,0.56976944],"genre_scores_gemma":[0.5860047,0.00044390853,0.000026574331,0.000015652597,0.00008469723,0.000001532127,0.000056326793,0.000017075954,0.41334957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9933234,0.0032343837,0.00023703446,0.0009088029,0.0014052099,0.000891211],"domain_scores_gemma":[0.9971992,0.00074639486,0.00020522963,0.0006393984,0.0008525332,0.00035725476],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016927591,0.00036056346,0.0004662483,0.0017854081,0.0056687146,0.0018873832,0.0036813417,0.00047516156,0.000033850018],"category_scores_gemma":[0.00011996664,0.00039169408,0.00020598162,0.0021733257,0.0014942125,0.003097578,0.00042392177,0.0022130439,0.00007847526],"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":[0.00044303318,0.00020960742,0.0025529698,0.000044955897,0.000114717994,0.00059518823,0.022524387,0.0000051193024,0.0002140626,0.9714879,0.0016513341,0.00015674555],"study_design_scores_gemma":[0.0006821836,0.00021213511,0.03266989,0.00021644759,0.00011286253,0.000007695936,0.6248408,0.000013883732,0.00005611079,0.0017602887,0.33886516,0.0005625594],"about_ca_topic_score_codex":0.20091426,"about_ca_topic_score_gemma":0.6450862,"teacher_disagreement_score":0.9697276,"about_ca_system_score_codex":0.00069476076,"about_ca_system_score_gemma":0.0016608803,"threshold_uncertainty_score":0.9998535},"labels":[],"label_agreement":null},{"id":"W2276843614","doi":"","title":"Seeing Beyond the Visual: Sensory Perception and Synesthesia in Contemporary Installation Art","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Multisensory perception and integration","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":"Ontario College of Art and Design","funders":"","keywords":"Synesthesia; Perception; Cognitive science; Psychology; Aesthetics; Sensory system; Cognitive psychology; Art; Neuroscience","score_opus":0.15451228473577835,"score_gpt":0.38484440028569294,"score_spread":0.2303321155499146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276843614","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030480824,0.00012466553,0.000040278926,0.00036260067,0.00027606348,0.0013900943,0.000034623277,0.00011788046,0.967173],"genre_scores_gemma":[0.09895557,0.00017319954,0.00006125555,0.00006377295,0.00013069416,0.0000011563188,0.00014672769,0.000111481226,0.9003561],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949293,0.0029230374,0.00023346498,0.00085191085,0.0006154227,0.00044683364],"domain_scores_gemma":[0.9984466,0.0001344604,0.00023830352,0.00060816726,0.0003030707,0.00026938957],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011385294,0.00033839126,0.00042599937,0.0014557397,0.00063113705,0.00020030484,0.00081034633,0.00074082304,0.00015528743],"category_scores_gemma":[0.000030903502,0.00034267668,0.00009056734,0.0008337632,0.0007587915,0.00060899125,0.0003081763,0.0011924305,0.00049255154],"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":[0.0011089862,0.00028432847,0.0052979947,0.000058162113,0.00017675989,0.0014976086,0.0052197143,0.0000072819153,0.0012016388,0.4756809,0.507587,0.0018796469],"study_design_scores_gemma":[0.0016633428,0.00020681147,0.012941161,0.00017750694,0.000035727186,0.000048215596,0.02649561,0.00021156072,0.000004329595,0.000014125701,0.9578361,0.00036552423],"about_ca_topic_score_codex":0.007125129,"about_ca_topic_score_gemma":0.003351966,"teacher_disagreement_score":0.47566676,"about_ca_system_score_codex":0.00094657735,"about_ca_system_score_gemma":0.0004799695,"threshold_uncertainty_score":0.99990255},"labels":[],"label_agreement":null},{"id":"W2278852939","doi":"","title":"ARTcade: A Canadian Game Studies Association Symposium Vignette","year":2007,"lang":"fr","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vignette; Association (psychology); Psychology; Social psychology; Psychotherapist","score_opus":0.08617803536864983,"score_gpt":0.3499640378164045,"score_spread":0.2637860024477547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278852939","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06797011,0.0011302003,0.000023583245,0.014494846,0.002341471,0.0010261938,0.00007599166,0.00006915603,0.91286844],"genre_scores_gemma":[0.17559159,0.0030432688,0.00008791767,0.0001640513,0.000512853,2.9395702e-7,0.000015090632,0.000026569187,0.82055837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99266523,0.0018107365,0.0003289598,0.0009841342,0.0017577683,0.0024531854],"domain_scores_gemma":[0.9941999,0.00094446546,0.00031812454,0.0005617989,0.0018151245,0.002160643],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005146905,0.00038086294,0.0005893502,0.001193199,0.0025272144,0.00062213565,0.0024760258,0.0008174595,0.00001347216],"category_scores_gemma":[0.00038449068,0.0005143453,0.00028595488,0.0037332363,0.002141943,0.003143181,0.00074268837,0.0013966094,0.00040293194],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023467933,0.00019084169,0.005177948,0.00005969011,0.0005307959,0.004224024,0.012158167,0.000018918845,0.0002222256,0.95294845,0.015461416,0.008772834],"study_design_scores_gemma":[0.0010539886,0.00029959297,0.002543569,0.00026051907,0.00017092546,0.00001194775,0.055459898,0.00002197347,0.00019628504,0.00012391499,0.93934166,0.00051570847],"about_ca_topic_score_codex":0.2358448,"about_ca_topic_score_gemma":0.47188333,"teacher_disagreement_score":0.95282453,"about_ca_system_score_codex":0.017284742,"about_ca_system_score_gemma":0.004281763,"threshold_uncertainty_score":0.9997308},"labels":[],"label_agreement":null},{"id":"W2287941359","doi":"","title":"JFK Reloaded: Documentary Framing and the Simulated Document","year":2009,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Games and Media","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":"Concordia University","funders":"","keywords":"Framing (construction); Indexicality; Relation (database); Commission; Documentary film; Media studies; Law; Sociology; Political science; History; Epistemology; Computer science; Philosophy","score_opus":0.0325666929269872,"score_gpt":0.32202896385353763,"score_spread":0.2894622709265504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287941359","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15069863,0.00011020897,0.000018108398,0.0049878843,0.00013320736,0.00082818087,0.0000035145279,0.00006110927,0.84315914],"genre_scores_gemma":[0.583624,0.00057708996,0.000078503486,0.00012666287,0.000069979294,1.07997955e-7,0.0000043255645,0.000006084157,0.41551325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964532,0.0012977779,0.00014480227,0.00051262206,0.0008991333,0.0006924402],"domain_scores_gemma":[0.9982437,0.00046830173,0.0000993474,0.0004104476,0.00029094497,0.00048727493],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017460451,0.00016984125,0.0002713238,0.00029878828,0.0024088367,0.0007033806,0.0016441649,0.00018055501,0.000006097136],"category_scores_gemma":[0.00012156046,0.00015965688,0.00011116965,0.0010856506,0.0018382407,0.0019005283,0.00052745815,0.0006054703,0.000024555895],"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":[0.0006827764,0.000067798865,0.00038740347,0.0000053795507,0.000060422255,0.0005207246,0.0056486796,0.000020911673,0.000076923716,0.9778202,0.00073211134,0.013976675],"study_design_scores_gemma":[0.002582706,0.00017598702,0.0013233848,0.000063214495,0.000048505543,0.0000050459726,0.026342425,0.00004819212,0.00009706472,0.0009345628,0.96815914,0.00021975204],"about_ca_topic_score_codex":0.0088074235,"about_ca_topic_score_gemma":0.00079918565,"teacher_disagreement_score":0.9768856,"about_ca_system_score_codex":0.00074011856,"about_ca_system_score_gemma":0.0005627084,"threshold_uncertainty_score":0.99888986},"labels":[],"label_agreement":null},{"id":"W2294433813","doi":"10.5281/zenodo.850918","title":"Flocking: A Framework For Declarative Music-Making On The Web","year":2014,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Flocking (texture); JavaScript; Programming language; Architecture; Unobtrusive JavaScript; Human–computer interaction; Declarative programming; Parsing; Programming paradigm; Rich Internet application; Inductive programming","score_opus":0.11420015709842181,"score_gpt":0.31985514144741395,"score_spread":0.20565498434899215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294433813","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044393864,0.000021279504,0.19183081,0.005616105,0.00034741947,0.0010087905,0.000006384598,0.0002031419,0.7565722],"genre_scores_gemma":[0.9526725,0.000025137995,0.010379809,0.00031787093,0.00010189884,0.0000027246604,0.0000013555982,0.0000131715315,0.036485545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967655,0.0010747587,0.00013373727,0.0008166191,0.0005326102,0.0006767763],"domain_scores_gemma":[0.9959154,0.0021035937,0.00013594014,0.0012187245,0.0004895482,0.0001367524],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001501653,0.00022564532,0.00030197058,0.0004903964,0.004991103,0.000376239,0.005140027,0.00030627346,0.0000013673434],"category_scores_gemma":[0.0004259118,0.00020422602,0.00015569605,0.0014927282,0.0007789737,0.0007570045,0.0018264175,0.001038938,0.00003129322],"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":[0.00017446147,0.00008067785,0.0003114185,0.000010191236,0.00011022783,0.000112913454,0.0017647659,0.000021813943,0.00012872563,0.99305224,0.0029708869,0.0012616705],"study_design_scores_gemma":[0.00095583044,0.000639063,0.0007479012,0.00017386199,0.000030396428,0.00001153126,0.0044376347,0.0061688847,0.0005964618,0.026190422,0.9596562,0.00039185447],"about_ca_topic_score_codex":0.000095324984,"about_ca_topic_score_gemma":0.00017657851,"teacher_disagreement_score":0.96686184,"about_ca_system_score_codex":0.00042580778,"about_ca_system_score_gemma":0.00035430287,"threshold_uncertainty_score":0.9963043},"labels":[],"label_agreement":null},{"id":"W2304111597","doi":"","title":"Independent Game Development as Craft","year":2012,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":32,"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 College of Art and Design","funders":"","keywords":"Craft; Mainstream; Indie film; Sociology; Game design; Public relations; Aesthetics; Media studies; Political science; Visual arts; Art; Multimedia; Computer science; Law","score_opus":0.13139771677876527,"score_gpt":0.29444787779383597,"score_spread":0.1630501610150707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2304111597","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21039923,0.000087188295,0.000066859786,0.00023253234,0.00046144455,0.000591042,0.000011748735,0.00011225452,0.7880377],"genre_scores_gemma":[0.51920986,0.00003168316,0.00008242293,0.00003828054,0.00022735527,5.715479e-7,0.000013254554,0.000019398738,0.4803772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961973,0.00074606336,0.00023428664,0.0006214188,0.0010550873,0.0011458816],"domain_scores_gemma":[0.99760777,0.00019094335,0.00013928913,0.0006384918,0.0006678404,0.00075564015],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011424287,0.00031548017,0.0003751109,0.0008103224,0.003165281,0.00065150514,0.0018954843,0.00020583048,0.00018472385],"category_scores_gemma":[0.000038093058,0.00035877706,0.00015967412,0.0003849487,0.0008835353,0.0025685662,0.00095916697,0.00080067344,0.0012097772],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004341344,0.0004155924,0.0022580868,0.000030166411,0.00015809445,0.0005980753,0.019728702,0.0000043839286,0.00033048645,0.96860963,0.006506827,0.0009258275],"study_design_scores_gemma":[0.0012265464,0.00017607225,0.0029041292,0.00005834117,0.000049789556,0.000025945652,0.02822469,0.000013601054,0.0009968721,0.000098950055,0.9657576,0.00046745705],"about_ca_topic_score_codex":0.0036918332,"about_ca_topic_score_gemma":0.0015167033,"teacher_disagreement_score":0.9685107,"about_ca_system_score_codex":0.0012130239,"about_ca_system_score_gemma":0.00091895816,"threshold_uncertainty_score":0.9998864},"labels":[],"label_agreement":null},{"id":"W2308092425","doi":"","title":"In the Presence of Absence: Invisibility, Black Canadian History, and Melinda Mollineaux's Pinhole Photography","year":2006,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Photography and Visual Culture","field":"Arts and Humanities","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":"Art; Humanities; Performative utterance; Emancipation; Art history; Political science; Politics; Aesthetics; Law","score_opus":0.06504832034969567,"score_gpt":0.27035228940738376,"score_spread":0.2053039690576881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308092425","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44049725,0.00008811615,0.0000016994014,0.0002575955,0.00008874928,0.0004958158,0.00004612904,0.000010610078,0.558514],"genre_scores_gemma":[0.938523,0.000073751726,0.000019695162,0.00006662607,0.00007961793,5.7169154e-7,0.00001437181,0.000008541467,0.061213855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751526,0.0007822638,0.00018742612,0.00049242825,0.00052180164,0.00050080987],"domain_scores_gemma":[0.9985982,0.00017424487,0.0001072252,0.0004801073,0.00042849043,0.00021173354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090309343,0.00018798212,0.00026083988,0.00090199814,0.0010696193,0.0001911554,0.0015698823,0.00014528855,0.00002133199],"category_scores_gemma":[0.000021134652,0.00017608896,0.00012616246,0.00052386866,0.0025518327,0.0010892669,0.00023257187,0.00064968155,0.0000062456406],"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":[0.00017202603,0.00017562504,0.0061245803,0.000044534427,0.000032367898,0.0003957955,0.010760275,0.000010077143,0.00071329466,0.9727466,0.00880937,0.000015454643],"study_design_scores_gemma":[0.0008852069,0.00022973224,0.007795458,0.00007393368,0.000031699186,0.0000068886075,0.029502453,0.00011510267,0.0003944794,0.0006291924,0.96007055,0.00026530304],"about_ca_topic_score_codex":0.6322032,"about_ca_topic_score_gemma":0.4809997,"teacher_disagreement_score":0.9721174,"about_ca_system_score_codex":0.00042014627,"about_ca_system_score_gemma":0.00054449966,"threshold_uncertainty_score":0.94023335},"labels":[],"label_agreement":null},{"id":"W2308843265","doi":"","title":"Visual Verses: From the Form of Spirit to the Spirit of Form","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Spiritual practice; Sufism; Calligraphy; Worship; Aesthetics; Context (archaeology); Islam; Art; Visual arts; Situated; Representation (politics); Sociology; Spirituality; Philosophy; History; Painting; Theology; Computer science","score_opus":0.059167723836092805,"score_gpt":0.30272245194950187,"score_spread":0.24355472811340906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308843265","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34597653,0.00006589218,0.0000055345945,0.0008013359,0.00031345073,0.0008299119,0.000128691,0.000018117365,0.65186054],"genre_scores_gemma":[0.63659036,0.00006156074,0.000026587237,0.00008147959,0.0003243622,0.0000010481875,0.00018923088,0.000021325173,0.36270404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729204,0.00049241877,0.0003093702,0.00051200663,0.0009391777,0.0004549887],"domain_scores_gemma":[0.9972792,0.00042992565,0.00039515377,0.00067082356,0.0010547555,0.00017008517],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00057224714,0.00030883812,0.00051727024,0.00032375843,0.0025406622,0.00026389692,0.0034818817,0.00023120122,0.000055476026],"category_scores_gemma":[0.00006064542,0.00021376372,0.0003246251,0.00040490154,0.0009330987,0.00064261956,0.00053395156,0.00085269136,0.000055384015],"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":[0.0011153866,0.000083702034,0.00019952147,0.000081286445,0.00031554746,0.000044606422,0.047891,0.000010769107,0.00044911768,0.9406629,0.007418197,0.0017279559],"study_design_scores_gemma":[0.00047833045,0.00051536167,0.0015296988,0.0003182987,0.00018751016,0.0000011151478,0.10855902,0.00001130143,0.0014788387,0.00033945063,0.88631976,0.00026129442],"about_ca_topic_score_codex":0.030426351,"about_ca_topic_score_gemma":0.080277205,"teacher_disagreement_score":0.9403235,"about_ca_system_score_codex":0.0002248987,"about_ca_system_score_gemma":0.000481729,"threshold_uncertainty_score":0.9987579},"labels":[],"label_agreement":null},{"id":"W2314360686","doi":"","title":"Gerhard Richter and Antoni Tàpies: Matter and Identity","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Painting; Identity (music); Representation (politics); Similarity (geometry); Art; Layering; Collective memory; Aesthetics; Visual arts; Art history; Computer science; Artificial intelligence; Philosophy; Image (mathematics); Law","score_opus":0.0861231958783763,"score_gpt":0.2994357449401997,"score_spread":0.2133125490618234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314360686","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022063062,0.00039026476,0.000038616967,0.0003189631,0.00038954915,0.0006395516,0.00020402092,0.00009702487,0.9957157],"genre_scores_gemma":[0.0149293775,0.0007717218,0.000074300806,0.00012219531,0.00058295135,4.3333662e-7,0.000034111476,0.00013486396,0.98335004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729466,0.00050337776,0.00015226244,0.0007234329,0.0005230283,0.0008032101],"domain_scores_gemma":[0.99842507,0.000084580985,0.00017172401,0.0005838189,0.00021985208,0.00051497],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00041178806,0.00037299743,0.0005007205,0.00090692885,0.0017982146,0.0007581589,0.0010615035,0.0003556639,0.00036069634],"category_scores_gemma":[0.000009231935,0.00042044494,0.00010806169,0.000029343468,0.0023112718,0.0016444592,0.001334918,0.000732703,0.00028789203],"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":[0.00007399183,0.00007924671,0.002030185,0.00013285305,0.0002291973,0.00030235972,0.009719815,4.7425715e-8,0.000013441784,0.818368,0.16892938,0.000121487865],"study_design_scores_gemma":[0.0007810111,0.000081634134,0.0009412878,0.00017358089,0.00016828696,0.000019299527,0.005690778,0.00000524896,0.000007758475,0.00018125793,0.9914717,0.0004781262],"about_ca_topic_score_codex":0.020989282,"about_ca_topic_score_gemma":0.013064264,"teacher_disagreement_score":0.82254237,"about_ca_system_score_codex":0.00031969522,"about_ca_system_score_gemma":0.00020917832,"threshold_uncertainty_score":0.99982476},"labels":[],"label_agreement":null},{"id":"W2329611505","doi":"","title":"CTheory Interview: Hubris or the Myth of Power","year":2015,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"History, Medicine, and Leadership","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design; University of Toronto; York University","funders":"","keywords":"Hubris; Mythology; Critical theory; Power (physics); Cultural studies; Sociology; Social science; Epistemology; Anthropology; Philosophy; Theology","score_opus":0.2665799266819036,"score_gpt":0.3786775632742041,"score_spread":0.11209763659230049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329611505","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0148352515,0.00015793132,0.00013857907,0.0063248803,0.0004451692,0.00067854475,0.0000070979886,0.000051896855,0.97736067],"genre_scores_gemma":[0.4588788,0.00003837917,0.00007335053,0.00019584488,0.00012869097,2.9555738e-7,0.0000026081198,0.000013325496,0.5406687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99237245,0.004964518,0.00018713519,0.00046109591,0.0013608246,0.0006539725],"domain_scores_gemma":[0.9969715,0.0005524874,0.00017290193,0.00067911233,0.0009843175,0.0006396713],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005549794,0.00017189015,0.00034166253,0.00049151096,0.0021256816,0.000115990944,0.0035418165,0.00023891043,0.000023453065],"category_scores_gemma":[0.00048943504,0.00013480251,0.00014731051,0.0016447699,0.0036135106,0.0009002001,0.00011434943,0.00078005577,0.000075291064],"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":[0.00081986166,0.00014129808,0.0007412041,0.000022420527,0.00008103,0.0006269215,0.10899954,0.0000035978048,0.00010595185,0.85327375,0.034535054,0.00064937887],"study_design_scores_gemma":[0.0007113125,0.00022837732,0.00020490575,0.000063599626,0.00003146547,0.0000043957325,0.35907885,0.000003901206,0.00006555004,0.000020663567,0.63946545,0.000121520025],"about_ca_topic_score_codex":0.0144311255,"about_ca_topic_score_gemma":0.0036382359,"teacher_disagreement_score":0.85325307,"about_ca_system_score_codex":0.001384775,"about_ca_system_score_gemma":0.0029293848,"threshold_uncertainty_score":0.9991734},"labels":[],"label_agreement":null},{"id":"W2339462849","doi":"","title":"A Design Thinking Approach to Sustainable Inclusive Shopping Environments for Grocery Shoppers with Low Vision","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Business; Inclusion (mineral); Citizen journalism; Grocery shopping; Marketing; Universal design; Sustainable living; Sustainability; Computer science; World Wide Web; Psychology","score_opus":0.0390244251221774,"score_gpt":0.3076721914634162,"score_spread":0.26864776634123877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339462849","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048095745,0.000068355264,0.015197145,0.0007009705,0.000108700246,0.006065101,0.00003389914,0.00032703945,0.9770178],"genre_scores_gemma":[0.004690035,0.0001240516,0.009782866,0.000041002528,0.00014246367,0.0000073043216,0.000049834267,0.00022337706,0.98493904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99323666,0.0016758549,0.00018170582,0.0015183762,0.0017739268,0.0016134855],"domain_scores_gemma":[0.9971153,0.00026451796,0.00028673193,0.0009337741,0.0005845308,0.0008151524],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025902241,0.0004855686,0.000655565,0.002307904,0.004630122,0.0004352212,0.0047004363,0.001103209,0.000005039541],"category_scores_gemma":[0.0001827836,0.0005666682,0.000121018646,0.0023334196,0.0016086677,0.0012003388,0.0023768893,0.0010658122,0.00003809836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013285679,0.00041181076,0.00013602614,0.0001588935,0.00036696956,0.0011507373,0.009216677,0.00021277479,0.00009447735,0.8331442,0.1535257,0.00025317096],"study_design_scores_gemma":[0.0019234162,0.0005609672,0.000015935973,0.0004577935,0.00010981289,0.0000067874175,0.08596847,0.00006324931,0.000047175006,0.00010571531,0.9100873,0.00065336586],"about_ca_topic_score_codex":0.008951829,"about_ca_topic_score_gemma":0.0025580358,"teacher_disagreement_score":0.8330385,"about_ca_system_score_codex":0.005573671,"about_ca_system_score_gemma":0.00349092,"threshold_uncertainty_score":0.9996785},"labels":[],"label_agreement":null},{"id":"W2342734361","doi":"","title":"Light, Data, and Public Participation","year":2012,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":"Public space; Visualization; Relation (database); Architecture; Problematization; Impromptu; Animation; Visual arts; Citizen journalism; Computer science; Human–computer interaction; Aesthetics; World Wide Web; Multimedia; Sociology; Art; Architectural engineering; Engineering; Artificial intelligence","score_opus":0.21208247070048783,"score_gpt":0.40349665621849495,"score_spread":0.19141418551800712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342734361","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2212267,0.000078836005,0.000105422725,0.004379408,0.00022860794,0.0004800247,0.000013184661,0.00008468371,0.7734031],"genre_scores_gemma":[0.8656909,0.00022457115,0.00030483102,0.000032666474,0.0002264892,3.7646745e-7,0.000020530084,0.000012299557,0.13348736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490887,0.0022277653,0.00012760078,0.0005936039,0.00095560856,0.0011865245],"domain_scores_gemma":[0.99713725,0.0002857648,0.00011367628,0.000904568,0.00047998838,0.0010787288],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032439728,0.00015370164,0.0002216461,0.00051822665,0.004229276,0.00061890285,0.0029022382,0.00022963277,0.000011281936],"category_scores_gemma":[0.00037241855,0.00019071272,0.00004437602,0.0016986348,0.00097588217,0.0088521475,0.0020620287,0.00048840913,0.000099224686],"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":[0.00007298215,0.00018257793,0.062383022,0.0000073953383,0.00005699773,0.00006899498,0.0044762264,3.481506e-7,0.00024495754,0.92675817,0.0048705004,0.0008778494],"study_design_scores_gemma":[0.00057952915,0.00005735533,0.009981856,0.000015984282,0.000034235676,0.00000371133,0.030002058,0.00006224765,0.00009404548,0.000056956742,0.9588883,0.00022375422],"about_ca_topic_score_codex":0.011118149,"about_ca_topic_score_gemma":0.006911037,"teacher_disagreement_score":0.95401776,"about_ca_system_score_codex":0.0009300987,"about_ca_system_score_gemma":0.0010189654,"threshold_uncertainty_score":0.9970671},"labels":[],"label_agreement":null},{"id":"W2346427423","doi":"10.17169/fqs-17.2.2526","title":"Embodied Ways of Storying the Self: A Systematic Review of Body-Mapping","year":2015,"lang":"en","type":"review","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Embodied cognition; Computer science; Artificial intelligence","score_opus":0.7804634271113522,"score_gpt":0.5960950901870947,"score_spread":0.18436833692425747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346427423","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":[0.000008233117,0.52062744,0.0000453983,0.00020001658,0.000102370235,0.0048946897,0.00002722987,0.00004920811,0.47404543],"genre_scores_gemma":[0.00005249189,0.9678047,0.0003459167,0.00003827448,0.00009326081,0.000009062142,0.000010288237,0.000043026776,0.031603027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9588997,0.034548033,0.0009702095,0.0008671605,0.0034943987,0.0012205491],"domain_scores_gemma":[0.9887181,0.0039247796,0.00159016,0.0018299436,0.0031974118,0.00073960563],"candidate_categories":["metaresearch","metaepi_narrow","sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.03046005,0.00048074103,0.0035518433,0.0013173576,0.0026070122,0.00017906223,0.008258749,0.0006481022,0.0000053806016],"category_scores_gemma":[0.0037526868,0.00042216975,0.0008932902,0.005243178,0.0027164093,0.0010232159,0.0020181823,0.0021665657,0.000039839866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000026871116,0.00011519344,0.000005079276,0.34462473,0.00058542204,0.0003684107,0.0020811935,2.3545194e-7,0.0000032174298,0.64964014,0.001322813,0.0012266929],"study_design_scores_gemma":[0.00024633546,0.000118645614,9.707101e-7,0.22308688,0.0012068888,0.0000069819584,0.006074353,0.0000078003895,0.000004221308,0.000030937703,0.76891637,0.00029961907],"about_ca_topic_score_codex":0.0035674286,"about_ca_topic_score_gemma":0.00015138308,"teacher_disagreement_score":0.76759356,"about_ca_system_score_codex":0.00399596,"about_ca_system_score_gemma":0.01372487,"threshold_uncertainty_score":0.9999976},"labels":[],"label_agreement":null},{"id":"W2372884022","doi":"","title":"Remember you will [not] die: Mortality versus immortality in a world of patterns and randomness","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Immortality; Argument (complex analysis); Social media; Critical design; Sociology; Aesthetics; Media studies; Art; Social science; History; World Wide Web; Computer science; Literature","score_opus":0.13340478021271676,"score_gpt":0.4216579794939562,"score_spread":0.2882531992812395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372884022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5312595,0.00009014679,0.0000018141687,0.000034038218,0.0006980684,0.0011232725,0.00016367571,0.000021913851,0.4666076],"genre_scores_gemma":[0.695237,0.00031329767,0.000016986425,0.000009612752,0.00005900817,0.0000029086705,0.0004831226,0.000037571688,0.30384052],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9935574,0.002316083,0.00056207966,0.0013692452,0.0012081093,0.0009870934],"domain_scores_gemma":[0.9965539,0.00029476747,0.0005704887,0.0011580344,0.0007533311,0.0006694804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002314474,0.0004997434,0.0010656505,0.0014364106,0.00066983764,0.000102952654,0.0016474962,0.0006234265,0.000025448613],"category_scores_gemma":[0.000048479447,0.0006121511,0.00021315114,0.0012733184,0.00053889357,0.0009074868,0.00056005333,0.0015072145,0.000017519364],"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":[0.03881252,0.0012903026,0.109363094,0.0011959058,0.00096332724,0.0039280993,0.007275777,0.000003033174,0.000422113,0.8346254,0.0009493042,0.0011711101],"study_design_scores_gemma":[0.041097745,0.0014289425,0.71000874,0.0016870782,0.0007881724,0.000018242861,0.11341796,0.000014941665,0.0015509112,0.00025318222,0.12811649,0.0016175832],"about_ca_topic_score_codex":0.09501667,"about_ca_topic_score_gemma":0.13980043,"teacher_disagreement_score":0.8343722,"about_ca_system_score_codex":0.0016411109,"about_ca_system_score_gemma":0.0011576916,"threshold_uncertainty_score":0.99963295},"labels":[],"label_agreement":null},{"id":"W2405603357","doi":"","title":"A tangible user interface for interactive data visualization","year":2015,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":10,"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 College of Art and Design","funders":"","keywords":"Computer science; User interface; Visualization; Human–computer interaction; Interface (matter); Natural user interface; Data visualization; User interface design; Software; Graphical user interface; Tangible user interface; Post-WIMP; User experience design; Artificial intelligence; Programming language","score_opus":0.2091500620452392,"score_gpt":0.41079180673462545,"score_spread":0.20164174468938625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405603357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01040539,0.00002528628,0.3960605,0.0006073699,0.00054045906,0.0010962762,0.000069863454,0.000056759593,0.5911381],"genre_scores_gemma":[0.728323,0.000049921102,0.006406959,0.00011745577,0.00013463502,0.0000018198922,0.0001734495,0.00003845526,0.26475433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966168,0.0008730912,0.00017158301,0.001098923,0.00061204046,0.0006275922],"domain_scores_gemma":[0.9956341,0.0003491645,0.00017587775,0.001486189,0.0019345108,0.0004201912],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.001107044,0.00022995805,0.00029066825,0.00079278986,0.000978153,0.00060738367,0.0071724653,0.00015657677,0.0000014942789],"category_scores_gemma":[0.0002201415,0.00027023698,0.00010024977,0.0015704177,0.00025068157,0.008532992,0.004309461,0.00045737502,0.00009282714],"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":[0.00094211166,0.00022632525,0.00037297313,0.000016176791,0.00015373422,0.00023075007,0.001664184,0.000050788567,0.004876002,0.9720068,0.019240782,0.00021934537],"study_design_scores_gemma":[0.0027239386,0.0007734843,0.00040806466,0.000115869945,0.000049578473,0.00003248957,0.011563563,0.019917926,0.019403506,0.00018659189,0.94436103,0.0004639333],"about_ca_topic_score_codex":0.0016785864,"about_ca_topic_score_gemma":0.00020220342,"teacher_disagreement_score":0.97182024,"about_ca_system_score_codex":0.0011702868,"about_ca_system_score_gemma":0.0009790742,"threshold_uncertainty_score":0.99997497},"labels":[],"label_agreement":null},{"id":"W2466735315","doi":"","title":"Mcluhan extended and the extended mind thesis (EMT)","year":2013,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","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 Toronto","funders":"","keywords":"Cognitive science; Computer science; Epistemology; Psychology; Philosophy","score_opus":0.04644709409652255,"score_gpt":0.2495486783897427,"score_spread":0.20310158429322017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466735315","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27582192,0.00009240903,0.000008948489,0.002224869,0.00011751375,0.0007913383,0.000012155806,0.00005189175,0.72087896],"genre_scores_gemma":[0.6632725,0.00021578245,0.000104717,0.000045986973,0.00007802485,0.0000014486983,0.000004219985,0.000014234602,0.3362631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974664,0.00070999016,0.00016249884,0.0005822701,0.00047823938,0.0006005884],"domain_scores_gemma":[0.9979433,0.0004354359,0.00011834255,0.0007090106,0.0005689755,0.00022498127],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006630463,0.00022930166,0.00033058508,0.00029505105,0.0037272102,0.00075860275,0.0018393557,0.00020913321,0.00008689701],"category_scores_gemma":[0.000048009613,0.0001951351,0.00016683683,0.0003100132,0.005088592,0.0008774197,0.0010932119,0.0008059064,0.00012364505],"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":[0.00017201137,0.00011292283,0.00019336927,0.0000112732805,0.00018268503,0.00013797643,0.007029369,4.710532e-7,0.0002110419,0.98566294,0.0034573218,0.002828631],"study_design_scores_gemma":[0.003113264,0.00020924046,0.0035617463,0.000044403238,0.0001186975,0.000021193626,0.06720735,0.00023946592,0.0003753204,0.004800023,0.91993713,0.00037218962],"about_ca_topic_score_codex":0.0077031907,"about_ca_topic_score_gemma":0.0011994126,"teacher_disagreement_score":0.9808629,"about_ca_system_score_codex":0.00026676783,"about_ca_system_score_gemma":0.00018526378,"threshold_uncertainty_score":0.9989046},"labels":[],"label_agreement":null},{"id":"W2468360890","doi":"","title":"Mobile Innovation: Ontario's Growing Mobile Content, Services, and Applications Industry 2012 (2nd ed.)","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Financial services; Key (lock); Ecosystem services; Marketing; Ecosystem; Finance; Computer science","score_opus":0.0629973215357921,"score_gpt":0.3112269408814582,"score_spread":0.2482296193456661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468360890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024944288,0.00073010894,0.000024709589,0.00022341666,0.00019290522,0.0020864168,0.0002840341,0.00008681304,0.9938772],"genre_scores_gemma":[0.0037260011,0.000722128,0.00009917757,0.00013255145,0.00060999417,0.0000092305245,0.00007016036,0.000079353,0.9945514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996866,0.0006173599,0.00018615168,0.0007112693,0.0007356082,0.00088361284],"domain_scores_gemma":[0.9978485,0.000106428546,0.00033380132,0.0006435479,0.00041358976,0.0006541227],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00079077773,0.00029152547,0.00039582394,0.0009783423,0.0025126268,0.00033497086,0.0019029747,0.001140675,0.0001873722],"category_scores_gemma":[0.000012272861,0.00039575752,0.000083884,0.0018943283,0.0011962459,0.0018578661,0.0006711511,0.0016151826,0.000093268245],"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":[0.00004911778,0.000087635846,0.0025811456,0.00006541388,0.00011735284,0.000117791016,0.0017969154,0.0000012103195,0.000030680963,0.87341565,0.12082101,0.0009160987],"study_design_scores_gemma":[0.00062820077,0.00006645467,0.00073147716,0.00019570412,0.00006571512,0.0000066178072,0.008089724,6.398909e-7,0.000012956691,0.000035002107,0.9897614,0.00040610976],"about_ca_topic_score_codex":0.8040422,"about_ca_topic_score_gemma":0.5943985,"teacher_disagreement_score":0.8733806,"about_ca_system_score_codex":0.002324827,"about_ca_system_score_gemma":0.0024019955,"threshold_uncertainty_score":0.99984944},"labels":[],"label_agreement":null},{"id":"W2491892188","doi":"","title":"Notes on an Eternal Return: Photographic Self-Portraiture and the Spectral Subject","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Subjectivity; Subject (documents); Photography; Metaphor; Art; Self; Visual arts; Aesthetics; Art history; Philosophy; Epistemology; Computer science; Linguistics","score_opus":0.04838172916312618,"score_gpt":0.29198519504813264,"score_spread":0.24360346588500648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491892188","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41097233,0.00008137419,6.381572e-7,0.00014318989,0.00036267162,0.00083821133,0.000101243844,0.0000844505,0.5874159],"genre_scores_gemma":[0.6924685,0.00045166083,0.0000119271335,0.000046618985,0.0004740658,0.000001513861,0.00016468413,0.000039090974,0.30634192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956353,0.0014926582,0.00022419069,0.0009997254,0.0009283886,0.0007197452],"domain_scores_gemma":[0.99760586,0.00036264997,0.00029555836,0.0007072357,0.0006342074,0.00039447847],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009389698,0.000529048,0.0005949194,0.00095923844,0.005019914,0.0010782322,0.002159555,0.0005178232,0.00004037166],"category_scores_gemma":[0.000029009703,0.0003829013,0.00041066424,0.00044582554,0.0015767381,0.0012912217,0.00019459489,0.0019528355,0.000020612657],"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":[0.005588539,0.00022394578,0.00039536745,0.00008995489,0.0004827256,0.00071591756,0.019802809,1.9004959e-7,0.00096301624,0.97083914,0.00068151683,0.00021688626],"study_design_scores_gemma":[0.0074031935,0.0020719394,0.004814916,0.0009226187,0.0006703927,0.00004851026,0.061504744,0.00002538561,0.004284653,0.0012283353,0.9155426,0.0014826959],"about_ca_topic_score_codex":0.0069318833,"about_ca_topic_score_gemma":0.0149853835,"teacher_disagreement_score":0.9696108,"about_ca_system_score_codex":0.000248053,"about_ca_system_score_gemma":0.00043517636,"threshold_uncertainty_score":0.99995875},"labels":[],"label_agreement":null},{"id":"W2495577703","doi":"","title":"Land marks: Mary Anne Barkhouse, Wendy Coburn, Brendan Fernandes, Susan Gold and Jérôme Harve.","year":2013,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Art; Sociology","score_opus":0.05946115088121554,"score_gpt":0.2499948454490839,"score_spread":0.19053369456786837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495577703","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009102125,0.0004366879,0.0000030260198,0.0003841591,0.0005484395,0.0013706598,0.00047009162,0.00011134378,0.98757344],"genre_scores_gemma":[0.013626916,0.001953215,0.000022161512,0.00004433221,0.0005378767,0.0000012058123,0.00021980483,0.00008791147,0.98350656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948713,0.0013056411,0.000364909,0.0013307804,0.0010862106,0.0010411267],"domain_scores_gemma":[0.99631274,0.00034313902,0.00036678536,0.0009571452,0.0012182461,0.00080193597],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011433952,0.00066718855,0.00091431494,0.0012027879,0.0033191326,0.0019925076,0.0024483285,0.0006202819,0.00030165672],"category_scores_gemma":[0.000033053402,0.0007569878,0.0002691737,0.00025966094,0.0023860687,0.002225038,0.0019075357,0.0020028832,0.00024146058],"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":[0.000304082,0.00013279954,0.00081534457,0.00016644152,0.00039719453,0.0016038113,0.0007623047,0.0000010969935,0.00004884127,0.7373715,0.2579609,0.00043569502],"study_design_scores_gemma":[0.0016525046,0.0004146146,0.0014505265,0.00041685946,0.00019669936,0.000031240477,0.0016976767,0.000039234284,0.000019935113,0.0006331385,0.9925912,0.0008563751],"about_ca_topic_score_codex":0.013491776,"about_ca_topic_score_gemma":0.025867973,"teacher_disagreement_score":0.7367384,"about_ca_system_score_codex":0.0016287593,"about_ca_system_score_gemma":0.0016240852,"threshold_uncertainty_score":0.9994881},"labels":[],"label_agreement":null},{"id":"W2528304515","doi":"","title":"Path of Most Resistance [Exhibition Catalogue]","year":2009,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Resistance (ecology); Path (computing); Art; Visual arts; Computer science; Biology; Computer network; Ecology","score_opus":0.061469638485526085,"score_gpt":0.2585825184828113,"score_spread":0.1971128799972852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528304515","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00225317,0.00014356653,0.0000051987627,0.00018226674,0.0002791504,0.0008917987,0.0006206609,0.000055884342,0.9955683],"genre_scores_gemma":[0.015460719,0.0004350471,0.00002760888,0.000024707635,0.00028440522,3.0575833e-7,0.00040182154,0.0000365737,0.9833288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631035,0.00077631813,0.00034345518,0.0008715464,0.0010701071,0.0006282415],"domain_scores_gemma":[0.99638855,0.00017993551,0.0004587692,0.00088134245,0.0017673064,0.00032408116],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00079389336,0.00040384752,0.0006825151,0.0009984456,0.002489153,0.00042545563,0.0022156488,0.0004294486,0.000046924622],"category_scores_gemma":[0.00003571213,0.0004949568,0.00027190958,0.0003439902,0.0018826426,0.0012125437,0.00065284857,0.0012460677,0.000092188464],"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":[0.0003724924,0.00017403532,0.00002889719,0.00025480497,0.00015627811,0.0010858353,0.0012108983,0.0000013215883,0.00010302536,0.8644711,0.13201481,0.00012652183],"study_design_scores_gemma":[0.000901811,0.00033669086,0.00018819608,0.00070164603,0.00013865842,0.0000037867812,0.0015229081,0.00000572797,0.00019014077,0.0019696644,0.99354535,0.0004954066],"about_ca_topic_score_codex":0.003386328,"about_ca_topic_score_gemma":0.023967281,"teacher_disagreement_score":0.86250144,"about_ca_system_score_codex":0.0018301107,"about_ca_system_score_gemma":0.002289092,"threshold_uncertainty_score":0.9997502},"labels":[],"label_agreement":null},{"id":"W2529957856","doi":"","title":"Ways of Being Here: The Making of Immigrant Subjects","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","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":"Exhibition; Multiculturalism; Immigration; Normative; Negotiation; Politics; Relation (database); Sociology; Aesthetics; Contemporary art; Gender studies; Media studies; Epistemology; Political science; Social science; Visual arts; Art; Law; Performance art; Pedagogy","score_opus":0.1096496045095292,"score_gpt":0.2969644817947691,"score_spread":0.18731487728523988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529957856","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06555725,0.000071204144,0.000022571085,0.0005584122,0.0003851382,0.0006608718,0.000100605204,0.00003177902,0.9326122],"genre_scores_gemma":[0.54477364,0.00007552253,0.000014802434,0.00004175824,0.00016874846,2.9692316e-7,0.00004625974,0.000025352367,0.4548536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970544,0.0006286409,0.00031056497,0.000526544,0.0008442947,0.00063557783],"domain_scores_gemma":[0.9971776,0.00029153907,0.00047912594,0.00074880995,0.0012025938,0.00010033942],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006266245,0.00029983566,0.00054686505,0.00068258645,0.0023530815,0.00015699869,0.002320885,0.00031282558,0.000017209855],"category_scores_gemma":[0.00004472622,0.00026113982,0.0003121651,0.000054182852,0.0013819046,0.0006917206,0.00038862412,0.0008598346,0.000017503198],"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":[0.0005379452,0.0000833097,0.00021757525,0.00025375828,0.00027783465,0.00032316704,0.06193942,0.000001199246,0.0010898641,0.9332783,0.0017100796,0.00028754154],"study_design_scores_gemma":[0.0010900873,0.000321231,0.0004612738,0.0010209321,0.00026421182,0.0000059239437,0.117542505,0.000015237117,0.004840354,0.0013126591,0.8726655,0.0004600725],"about_ca_topic_score_codex":0.012135826,"about_ca_topic_score_gemma":0.019380603,"teacher_disagreement_score":0.93196565,"about_ca_system_score_codex":0.0004332686,"about_ca_system_score_gemma":0.00090364565,"threshold_uncertainty_score":0.9999841},"labels":[],"label_agreement":null},{"id":"W2530917206","doi":"","title":"Commonplace Exchanges: New Documentary Networks and International Students","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Storytelling 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":"Loneliness; Citizen journalism; Intermediary; Sociology; Public relations; Pedagogy; Political science; Psychology; Computer science; World Wide Web; Social psychology","score_opus":0.11105642066685321,"score_gpt":0.4465866039939443,"score_spread":0.33553018332709106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530917206","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14764117,0.00020510933,0.00009116854,0.00066771725,0.0026816276,0.001222229,0.00003715747,0.00007663419,0.8473772],"genre_scores_gemma":[0.07736808,0.0018469288,0.000052837426,0.0000480295,0.0005585632,0.0000017834051,0.0005370554,0.000042597745,0.9195441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99601257,0.0012108589,0.00028833706,0.0008457493,0.0008690269,0.00077345484],"domain_scores_gemma":[0.99728954,0.00053211814,0.000364727,0.0004867229,0.000671208,0.0006556954],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009688233,0.0003329802,0.00042234585,0.0007870536,0.0032053532,0.00025183216,0.0023532168,0.00069543766,0.000032128646],"category_scores_gemma":[0.000053608437,0.00036673687,0.00010568875,0.00052898546,0.00021632855,0.0013533034,0.00085983356,0.0016508003,0.00015919773],"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":[0.0077638216,0.0006679688,0.0774234,0.00047848912,0.0013389749,0.0007940608,0.011846887,0.000019329678,0.0002638996,0.6858723,0.19404675,0.019484118],"study_design_scores_gemma":[0.0024555405,0.00019010324,0.015001171,0.001485016,0.00011434259,0.0000042001543,0.03474275,0.000020529144,0.000027608112,0.00017627094,0.94527996,0.0005025149],"about_ca_topic_score_codex":0.009113545,"about_ca_topic_score_gemma":0.0032578064,"teacher_disagreement_score":0.7512332,"about_ca_system_score_codex":0.002364381,"about_ca_system_score_gemma":0.0015478508,"threshold_uncertainty_score":0.99987847},"labels":[],"label_agreement":null},{"id":"W2531204744","doi":"","title":"Destination Street Art Toronto","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Realm; Upload; Conversation; Visual arts; Interactive art; Digital art; Contemporary art; Public art; Order (exchange); Art; World Wide Web; Media studies; Computer science; Sociology; Geography; Performance art; Art history; Archaeology","score_opus":0.05904921052205597,"score_gpt":0.37097897316869605,"score_spread":0.3119297626466401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531204744","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029608233,0.00008040112,0.000040980765,0.0007164214,0.0009835695,0.0013500563,0.00004893638,0.0001896803,0.9669817],"genre_scores_gemma":[0.092109084,0.0008246664,0.00019270302,0.000013887893,0.00033803034,0.0000013767151,0.00023627288,0.000042912994,0.90624106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927145,0.0026142648,0.00024580935,0.0011486531,0.0020695075,0.0012072112],"domain_scores_gemma":[0.9955904,0.00046392856,0.0003801644,0.0008668575,0.0019230527,0.0007756097],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00214091,0.00038945657,0.0005064261,0.0007011315,0.005506238,0.0006443023,0.004270001,0.0009295332,0.00006833015],"category_scores_gemma":[0.0003682467,0.0004703917,0.00023332497,0.0013332174,0.0009560138,0.004635471,0.0004958547,0.0008672255,0.00032929302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048371532,0.00014572986,0.0014021229,0.000035950183,0.000142506,0.0004970535,0.003888184,7.587749e-7,0.00036608215,0.97452736,0.016750809,0.0017597055],"study_design_scores_gemma":[0.0009841147,0.00016310206,0.0025004414,0.00027681165,0.00007996094,0.0000018345903,0.06100749,0.000004661211,0.00028277145,0.00018423153,0.9339721,0.0005424374],"about_ca_topic_score_codex":0.066593684,"about_ca_topic_score_gemma":0.30435318,"teacher_disagreement_score":0.9743432,"about_ca_system_score_codex":0.007574547,"about_ca_system_score_gemma":0.004878806,"threshold_uncertainty_score":0.99977475},"labels":[],"label_agreement":null},{"id":"W2531243189","doi":"","title":"Sensing the Image: Embodied Art Criticism","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Criticism; Aesthetics; Art criticism; Art; The arts; Affect (linguistics); Scholarship; Theatre criticism; Sociology; Visual arts; Literary criticism; Epistemology; Literature; Communication; Political science; Philosophy; Performance art; Art history","score_opus":0.07472198887794143,"score_gpt":0.3741274546190693,"score_spread":0.2994054657411279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531243189","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015621258,0.00004299611,0.00006720726,0.0035383038,0.0008183276,0.0010623297,0.0000419213,0.00009996371,0.9787077],"genre_scores_gemma":[0.1453036,0.0004358179,0.00007626792,0.000045507244,0.00032058026,3.230497e-7,0.00005714852,0.000039521336,0.8537212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927729,0.0032958763,0.0002164817,0.000916607,0.0016973114,0.0011008431],"domain_scores_gemma":[0.9956532,0.0009572718,0.00027868315,0.0008507323,0.0017995808,0.00046053354],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028721201,0.00035295656,0.00045930574,0.00064882427,0.012426462,0.0011179162,0.003585453,0.00078678806,0.00002116142],"category_scores_gemma":[0.00029824817,0.00033315783,0.00028315742,0.0010031761,0.0021813542,0.0015122241,0.0004978109,0.0020957256,0.0003001785],"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":[0.00037008664,0.000069150985,0.000019414038,0.000042830827,0.00013136893,0.0012371248,0.007078774,1.6389446e-7,0.0026187887,0.982878,0.004618686,0.00093557365],"study_design_scores_gemma":[0.0006514642,0.00008159158,0.0002486986,0.00035119543,0.00010628321,0.0000058416394,0.052143212,0.000005762537,0.0012060916,0.0023144288,0.94240254,0.00048287335],"about_ca_topic_score_codex":0.01151644,"about_ca_topic_score_gemma":0.01576443,"teacher_disagreement_score":0.9805636,"about_ca_system_score_codex":0.001719027,"about_ca_system_score_gemma":0.0034140472,"threshold_uncertainty_score":0.999919},"labels":[],"label_agreement":null},{"id":"W2531710923","doi":"","title":"Creating scholartistry: Engaging studio-based learning in academic libraries","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Studio; Information literacy; Session (web analytics); Sociology; Higher education; The arts; Library science; Computer science; Multimedia; Pedagogy; World Wide Web; Visual arts; Political science; Art","score_opus":0.11050587680178588,"score_gpt":0.3344134391348908,"score_spread":0.22390756233310494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531710923","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001088173,0.00031980933,0.00017396091,0.00037548222,0.00009853641,0.00091564585,0.00009286762,0.00024928796,0.9966862],"genre_scores_gemma":[0.061582748,0.00028564694,0.00014140831,0.000018464823,0.00041118258,0.0000019268853,0.000052756273,0.00018695476,0.9373189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939537,0.0025747693,0.0002648933,0.001014648,0.0010662881,0.0011257041],"domain_scores_gemma":[0.9976912,0.00070646196,0.000282046,0.0005544175,0.00035359612,0.00041228242],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00138135,0.00044042987,0.00065209775,0.0019245066,0.0033729924,0.0007198255,0.0024061108,0.00047213043,0.0004364784],"category_scores_gemma":[0.00022760492,0.00045782657,0.00015378877,0.00049943745,0.0023040026,0.0013266865,0.0012425268,0.0034461282,0.00038505916],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028385845,0.00009654672,0.0068141343,0.00012350161,0.0001635937,0.0016243836,0.0018031925,0.000006601426,0.00007949775,0.9585187,0.029462548,0.0010234519],"study_design_scores_gemma":[0.0016612029,0.00017597244,0.0003741329,0.0011969195,0.000047621965,0.0000031667664,0.027214948,0.00006633583,0.0001006198,0.000066967754,0.96857107,0.0005210566],"about_ca_topic_score_codex":0.006564686,"about_ca_topic_score_gemma":0.0017555077,"teacher_disagreement_score":0.95845175,"about_ca_system_score_codex":0.0011071299,"about_ca_system_score_gemma":0.0015830339,"threshold_uncertainty_score":0.99978733},"labels":[],"label_agreement":null},{"id":"W2531920253","doi":"","title":"Understanding the Potential of Intergenerational Collaboration","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metaphor; Sociology; Life course approach; Identity (music); Social psychology; Psychology; Aesthetics","score_opus":0.15507248477951222,"score_gpt":0.3816734960580103,"score_spread":0.2266010112784981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531920253","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060014904,0.0001317636,0.0059262253,0.0011707685,0.00079450035,0.00084638083,0.00012309878,0.00006580464,0.9903413],"genre_scores_gemma":[0.07378777,0.00007159049,0.00006930011,0.000010690795,0.00024858117,9.4128353e-7,0.000038556205,0.00008634145,0.92568624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99520487,0.0025184853,0.00019014276,0.0007055869,0.0007804227,0.0006004918],"domain_scores_gemma":[0.9979714,0.00026113374,0.00028142481,0.0008487036,0.00043871035,0.00019861921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000985531,0.00024959422,0.0003834424,0.0010972226,0.0011354559,0.00011916098,0.0023162009,0.0005909634,0.0002904851],"category_scores_gemma":[0.000029805218,0.00021802753,0.00014396175,0.0008693692,0.0016275733,0.0002718742,0.0006687637,0.00081491814,0.00025568707],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005523638,0.000091912916,0.00029988648,0.000019462863,0.00043363345,0.00045131473,0.00042051796,0.0000027557205,0.00026805804,0.7391724,0.25818425,0.000103415],"study_design_scores_gemma":[0.002019526,0.00027052124,0.00028323827,0.00020522457,0.00010892847,0.00003492999,0.02550792,0.00003620442,0.0000851486,0.00022315727,0.97087985,0.00034534463],"about_ca_topic_score_codex":0.0023275595,"about_ca_topic_score_gemma":0.0015480848,"teacher_disagreement_score":0.73894924,"about_ca_system_score_codex":0.0010066936,"about_ca_system_score_gemma":0.0009583054,"threshold_uncertainty_score":0.8890905},"labels":[],"label_agreement":null},{"id":"W2532322410","doi":"","title":"Un-Registered Affects; Archiving Dormant Landscapes","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Geography; Settlement (finance); Indigenous; Toponymy; Landscape history; Archaeology; History; Landscape design; Art; Landscape archaeology; Engineering; World Wide Web; Civil engineering; Ecology; Computer science; Literature","score_opus":0.037983811558291884,"score_gpt":0.3320814719015768,"score_spread":0.2940976603432849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532322410","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18217608,0.00010474986,0.000022011283,0.00025217893,0.0010650104,0.0015658797,0.000033939436,0.000106901156,0.81467324],"genre_scores_gemma":[0.1774789,0.0058958516,0.000076424876,0.0000051459315,0.0005174791,4.0995596e-7,0.0001701162,0.0000395105,0.81581616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925159,0.0033571546,0.0002579859,0.0010451645,0.0014101787,0.0014135992],"domain_scores_gemma":[0.9963792,0.00058752974,0.00044253428,0.0008228992,0.00097317435,0.0007946875],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022226162,0.00039149474,0.00055843726,0.0013337097,0.026085014,0.0004909152,0.0034290107,0.0007663681,0.000023742576],"category_scores_gemma":[0.00002488037,0.00039260782,0.00025266447,0.0012151878,0.000493244,0.0014290299,0.00004646257,0.001170784,0.00019435867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057046884,0.00018204615,0.0004167234,0.0001643074,0.0001542656,0.0005350371,0.070315756,0.0000010813062,0.000083326784,0.92654955,0.00046339986,0.00056404126],"study_design_scores_gemma":[0.0008898266,0.0001697536,0.0021341767,0.00056771137,0.00009408355,0.0000058675864,0.03409956,0.000004581348,0.00044793548,0.00017971244,0.96086025,0.0005465194],"about_ca_topic_score_codex":0.1476178,"about_ca_topic_score_gemma":0.61962235,"teacher_disagreement_score":0.9603969,"about_ca_system_score_codex":0.0023562938,"about_ca_system_score_gemma":0.026602272,"threshold_uncertainty_score":0.9998526},"labels":[],"label_agreement":null},{"id":"W2541234445","doi":"","title":"Expanding the Information Fidelity of Calm Technology Devices Through Techniques of Information Visualization","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Data Visualization and Analytics","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":"Ontario College of Art and Design","funders":"","keywords":"Visualization; Fidelity; Information visualization; Computer science; Human–computer interaction; Reflection (computer programming); Information technology; Engineering; Data science; Artificial intelligence; Telecommunications","score_opus":0.03542419344704046,"score_gpt":0.3502342508792582,"score_spread":0.31481005743221774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2541234445","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01420341,0.000041684154,0.2133595,0.00036593236,0.0003029738,0.0013951156,0.00012790988,0.00019553975,0.7700079],"genre_scores_gemma":[0.9218507,0.0019236495,0.008394551,0.00012096318,0.00008597371,0.0000048384136,0.0020937163,0.00003972689,0.0654859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974322,0.0005127557,0.0005208112,0.00030435808,0.00091317197,0.00031671065],"domain_scores_gemma":[0.9953789,0.00016347211,0.0010725033,0.00087542314,0.0024290115,0.00008065945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096896384,0.00021890253,0.00037828574,0.0016069625,0.00093880243,0.00028400496,0.003929411,0.00045142733,0.0000017578465],"category_scores_gemma":[0.00016839601,0.0001965199,0.000114452654,0.0030101188,0.00036493532,0.009554711,0.00080563885,0.00039667322,0.000012766784],"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":[0.00011392345,0.000046230372,0.00042236902,0.00021715621,0.00007108138,0.0000062606623,0.0016364437,0.000006106945,0.0007225576,0.99155545,0.00048732772,0.0047151195],"study_design_scores_gemma":[0.0018650192,0.00065485586,0.0026064832,0.0019555832,0.00019290818,0.000014104136,0.033282187,0.0024454915,0.15901047,0.0022892915,0.79472995,0.00095367926],"about_ca_topic_score_codex":0.0011433084,"about_ca_topic_score_gemma":0.00016463442,"teacher_disagreement_score":0.98926616,"about_ca_system_score_codex":0.00043081254,"about_ca_system_score_gemma":0.0009536833,"threshold_uncertainty_score":0.8013849},"labels":[],"label_agreement":null},{"id":"W2562488539","doi":"","title":"Cheetah Generation: Youth Social Entrepreneurship in Nairobi","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovation and Socioeconomic 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":"Poverty; Curiosity; Economic growth; Government (linguistics); Entrepreneurship; Social entrepreneurship; Futures studies; Sociology; Social change; Political science; Public relations; Storytelling; Prosperity; Narrative; Psychology; Economics; Social psychology","score_opus":0.09697713707428562,"score_gpt":0.2781762958111027,"score_spread":0.18119915873681708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562488539","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00550938,0.000013944187,0.000032100223,0.0009618478,0.0006116865,0.0007899875,0.000024146158,0.00013482354,0.9919221],"genre_scores_gemma":[0.025279911,0.00004433068,0.00004604302,0.00018273278,0.0013697597,8.4143306e-7,0.0001506544,0.00012226436,0.9728035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754053,0.0002311438,0.00024252178,0.0008382081,0.0005162416,0.0006313599],"domain_scores_gemma":[0.9988154,0.000029397639,0.0003533766,0.00042518883,0.00032501982,0.000051576393],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008087767,0.00033450764,0.00044173078,0.0020760614,0.0010049209,0.00049880426,0.0017099923,0.00051196606,0.00021203439],"category_scores_gemma":[0.000021797072,0.0003895131,0.00013089615,0.0010153695,0.00038322125,0.0011728939,0.00094509515,0.0006103262,0.0010120354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009688416,0.000087992674,0.0021911794,0.00005266247,0.000092658185,0.00033385996,0.00028130456,0.0000011270845,0.00007507448,0.8557791,0.14045823,0.0005499345],"study_design_scores_gemma":[0.0017995178,0.000008927957,0.0010140582,0.00013116674,0.00003694627,0.0000011866083,0.0023250866,0.000021175883,0.00002240242,0.00004634447,0.99410874,0.00048446722],"about_ca_topic_score_codex":0.004135387,"about_ca_topic_score_gemma":0.0020872352,"teacher_disagreement_score":0.85573274,"about_ca_system_score_codex":0.0012336422,"about_ca_system_score_gemma":0.0005347347,"threshold_uncertainty_score":0.9998557},"labels":[],"label_agreement":null},{"id":"W2570977030","doi":"","title":"Nebularity: The Continuing Proliferation of the Abject in Contemporary Art","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Subjectivity; Interpretation (philosophy); Exhibition; Contemporary art; Art; Aesthetics; Order (exchange); Art history; Visual arts; Performance art; Philosophy; Epistemology","score_opus":0.15402203025592623,"score_gpt":0.32346886760889054,"score_spread":0.1694468373529643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570977030","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13225278,0.000107915475,0.0000032774776,0.00032732228,0.0005278437,0.0013354208,0.000065471024,0.000024630808,0.8653553],"genre_scores_gemma":[0.48746258,0.00002512643,0.0000031809416,0.000018308627,0.0001179712,7.39116e-7,0.000106872845,0.000016124897,0.5122491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653965,0.0013880392,0.00029219646,0.00047639626,0.00085365475,0.0004500604],"domain_scores_gemma":[0.9974859,0.00017169761,0.00035074158,0.00069701014,0.0011488348,0.00014583385],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011998946,0.00026181154,0.00043952084,0.0004768312,0.0013851121,0.00035830837,0.0020230922,0.00028082082,0.0000060135862],"category_scores_gemma":[0.00008480697,0.00021910017,0.00019526275,0.00007396573,0.0010029298,0.0009143635,0.00039381284,0.0012193999,0.00001893275],"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":[0.0005725139,0.00012238146,0.0009419374,0.000088481494,0.000105218605,0.00014628336,0.08134098,0.000010300643,0.00009981364,0.90871143,0.0077071907,0.00015348647],"study_design_scores_gemma":[0.0011275825,0.00014336845,0.0013759431,0.0004041817,0.00007952018,0.0000033312758,0.073050685,0.000122822,0.00037391056,0.0007354436,0.9223028,0.00028041154],"about_ca_topic_score_codex":0.014470578,"about_ca_topic_score_gemma":0.09334067,"teacher_disagreement_score":0.9145956,"about_ca_system_score_codex":0.0006389411,"about_ca_system_score_gemma":0.0018656187,"threshold_uncertainty_score":0.99991494},"labels":[],"label_agreement":null},{"id":"W2571334006","doi":"","title":"Children’s Storytelling App For Detecting Potential Child Sexual Abuse","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Mitacs","keywords":"Storytelling; Participatory design; Feeling; Focus group; Citizen journalism; Mobile apps; Psychology; Child sexual abuse; Participatory action research; Sexual abuse; Internet privacy; Social psychology; Engineering; Computer science; Poison control; Suicide prevention; World Wide Web; Sociology; Medicine; Narrative","score_opus":0.06559245212342106,"score_gpt":0.3699964459007797,"score_spread":0.3044039937773586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2571334006","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008840255,0.00016054935,0.0024308828,0.00015565631,0.0018207626,0.0035206305,0.0002650221,0.00044739337,0.9823589],"genre_scores_gemma":[0.009622509,0.00031206687,0.0004281135,0.0000317192,0.0022482092,0.0000055204946,0.00015089524,0.000352238,0.9868487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99457467,0.0014961803,0.0003465248,0.0013279843,0.00079021836,0.0014644343],"domain_scores_gemma":[0.99664503,0.0005090594,0.0005973984,0.0010063109,0.0006015712,0.00064062484],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013496216,0.0005014015,0.000655868,0.0015421781,0.005606079,0.00015092673,0.0023864985,0.0011434901,0.00005166791],"category_scores_gemma":[0.00009270994,0.0005547794,0.00023518875,0.0006430846,0.0005314058,0.0006936288,0.00057204836,0.0019677945,0.00064122584],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025190415,0.00065025117,0.0040194807,0.00091969,0.0013464688,0.00041126413,0.0047537843,0.000042684314,0.00045206325,0.585367,0.3911695,0.008348767],"study_design_scores_gemma":[0.0022306142,0.00022623503,0.00025925104,0.0010789221,0.00014371877,0.0000108220065,0.007997678,0.00002873837,0.00005012142,0.00001836409,0.98730785,0.0006476855],"about_ca_topic_score_codex":0.006096285,"about_ca_topic_score_gemma":0.0012678702,"teacher_disagreement_score":0.59613836,"about_ca_system_score_codex":0.0023212074,"about_ca_system_score_gemma":0.0015691543,"threshold_uncertainty_score":0.99969035},"labels":[],"label_agreement":null},{"id":"W2591599545","doi":"","title":"Polymers in Action: Socially Engaged Art and the Environment","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":true,"ca_institutions":"Ontario College of Art and Design; Schwartz/Reisman Emergency Medicine Institute","funders":"National Geographic Society","keywords":"Craft; Environmental art; Action (physics); Community engagement; Action research; Engineering; Public relations; Political science; Environmental planning; Architectural engineering; Sociology; Engineering ethics; Visual arts; Contemporary art; Environmental science; Art; Pedagogy","score_opus":0.11954845905773752,"score_gpt":0.2956329044691905,"score_spread":0.17608444541145296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591599545","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054809164,0.00020927367,0.0000030629292,0.00041446005,0.00044996882,0.0010608739,0.000030281355,0.00003908297,0.9429838],"genre_scores_gemma":[0.107302375,0.0005873124,0.000014205511,0.00002187667,0.00019795274,0.000001587269,0.00014238738,0.000029712653,0.8917026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99463683,0.0030807604,0.00021907999,0.000680248,0.0008550449,0.0005280523],"domain_scores_gemma":[0.9982546,0.0005072028,0.00021286058,0.0004825785,0.00028138008,0.00026135726],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002257968,0.00032467223,0.0005006245,0.00071255834,0.0042221886,0.000624827,0.0012869342,0.00032732228,0.000103724895],"category_scores_gemma":[0.0000566004,0.000322365,0.00016465466,0.00023711046,0.0015178412,0.000917839,0.0002935115,0.002160542,0.00011390148],"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":[0.0024885624,0.0001207205,0.000044577268,0.00005162158,0.00015456733,0.00046382926,0.036647774,0.0000053377294,0.00006191054,0.9528829,0.005499085,0.0015791232],"study_design_scores_gemma":[0.0029434667,0.00013368962,0.00044189184,0.00008530881,0.00010891104,0.000003529821,0.19280413,0.00002711617,0.000033703698,0.0004491291,0.8026313,0.00033779073],"about_ca_topic_score_codex":0.006758406,"about_ca_topic_score_gemma":0.02043104,"teacher_disagreement_score":0.95243376,"about_ca_system_score_codex":0.0010767757,"about_ca_system_score_gemma":0.0011611138,"threshold_uncertainty_score":0.9999228},"labels":[],"label_agreement":null},{"id":"W2591617425","doi":"","title":"Investing in Place: How nonprofits, foundations, and local government make social investments to affect change in community economic development in Toronto's Neighbourhoods Improvements Areas","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Community and Sustainable 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":"Disadvantaged; Community development; Economic growth; Government (linguistics); Local government; Local economic development; Community economic development; Social change; Investment (military); Community organization; Sociology; Political science; Business; Economics; Public administration; Politics","score_opus":0.0687712364300271,"score_gpt":0.339575712765959,"score_spread":0.2708044763359319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591617425","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16478959,0.00005192475,0.000020688642,0.0007961437,0.00013839196,0.0021442187,0.000022780601,0.000039888484,0.8319964],"genre_scores_gemma":[0.4588513,0.00037307586,0.00043971624,0.00012409974,0.00009051495,0.000020306848,0.000063040075,0.00009186626,0.5399461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99203265,0.005177858,0.00027287396,0.0006456566,0.00085412385,0.0010168487],"domain_scores_gemma":[0.9984598,0.00030634322,0.00023218917,0.00046748185,0.00009686797,0.00043729058],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042538233,0.00037584107,0.0005996436,0.00094679603,0.0023140046,0.00038349832,0.0020732568,0.00053656945,0.000020407122],"category_scores_gemma":[0.00012038293,0.0005284078,0.000054285145,0.00087125873,0.0006307546,0.0008061667,0.0025221456,0.0013537885,0.000012047154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062270265,0.0007622628,0.09861375,0.00039768816,0.00018348415,0.00069217314,0.06683521,0.000013661372,0.000013882633,0.79475695,0.003270594,0.033837657],"study_design_scores_gemma":[0.0026441894,0.0001484306,0.11055646,0.0006931405,0.000015031822,0.0000011320556,0.12910335,0.000066934204,0.000010847545,0.00003117107,0.7560773,0.0006519995],"about_ca_topic_score_codex":0.51986235,"about_ca_topic_score_gemma":0.88695025,"teacher_disagreement_score":0.7947258,"about_ca_system_score_codex":0.028001044,"about_ca_system_score_gemma":0.0023661735,"threshold_uncertainty_score":0.99971676},"labels":[],"label_agreement":null},{"id":"W2591896941","doi":"","title":"The Influence of Mental Models on Decision-Making Around Social and Environmental Aspects: Insights from Ontario SMEs","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cognitive Science and 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":"Sustainability; Futures studies; Work (physics); Business; Social sustainability; Business model; Marketing; Public relations; Political science; Engineering","score_opus":0.03380150711163874,"score_gpt":0.26443494008774826,"score_spread":0.23063343297610953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591896941","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13351823,0.00008085627,0.0029299401,0.000078635465,0.00016123992,0.0005962513,0.000031910327,0.000043287702,0.8625597],"genre_scores_gemma":[0.759757,0.00020507409,0.00053777575,0.000029795023,0.00006412639,3.8695867e-7,0.000008105815,0.00003415938,0.23936361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99672747,0.0005796455,0.00017121203,0.0009651753,0.001097784,0.00045870835],"domain_scores_gemma":[0.99816626,0.0005826011,0.00028645582,0.0006786142,0.00010031646,0.00018573827],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00039802748,0.00028551865,0.00036571978,0.00064348156,0.0023087214,0.00046161812,0.0037527482,0.000256352,0.0000027750111],"category_scores_gemma":[0.000022610535,0.0002743791,0.000112802794,0.0005476074,0.0012296151,0.0012204064,0.0026091821,0.00070187595,0.000018650531],"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":[0.00024732287,0.00009369116,0.00034316306,0.000008615906,0.00014222259,0.00030870855,0.0022793273,0.00007789824,0.00038957855,0.9908173,0.002092062,0.0032001156],"study_design_scores_gemma":[0.0025605396,0.0007258286,0.012525713,0.001556127,0.00009355287,0.00001831654,0.009306677,0.0046244143,0.00020712648,0.008653463,0.9585936,0.0011346568],"about_ca_topic_score_codex":0.018498793,"about_ca_topic_score_gemma":0.020018788,"teacher_disagreement_score":0.98216385,"about_ca_system_score_codex":0.0010637378,"about_ca_system_score_gemma":0.000614755,"threshold_uncertainty_score":0.99997085},"labels":[],"label_agreement":null},{"id":"W2592160738","doi":"","title":"Searching for No End in Sight . . . : The Horizon in Vernacular Photography","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Exhibition; Horizon; Vernacular; Photography; Sight; Subject (documents); Amateur; Sublime; Visual arts; Art; Framing (construction); Aesthetics; History; Literature; Computer science; Archaeology; Astronomy; World Wide Web","score_opus":0.09891473071855648,"score_gpt":0.3352114197019976,"score_spread":0.23629668898344108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592160738","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31954443,0.0001589356,0.0000010757939,0.000058138867,0.00046091626,0.0017844196,0.00010440357,0.000030731047,0.6778569],"genre_scores_gemma":[0.5944483,0.00031476066,0.000030053794,0.000019134195,0.00034122972,0.000009200788,0.00065868674,0.000057487636,0.4041211],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958595,0.0011873404,0.0002752214,0.0008621173,0.0009611251,0.00085470313],"domain_scores_gemma":[0.9975506,0.0003048011,0.00020821951,0.0005747528,0.0010941179,0.0002674807],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016345059,0.0004078482,0.0005487466,0.0017548208,0.0021648884,0.00067695684,0.0026813883,0.00043356908,0.000015121487],"category_scores_gemma":[0.00006770792,0.00038710487,0.00036558564,0.0010821365,0.0006577078,0.0011829202,0.000291191,0.0020123653,0.000023279064],"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":[0.002875313,0.00030536152,0.0003262091,0.00019589823,0.00018500224,0.0006602312,0.02492121,0.000009316349,0.0012167724,0.9664463,0.0024311082,0.0004273257],"study_design_scores_gemma":[0.002189218,0.00064796454,0.0006863335,0.00045472334,0.00007997009,0.0000022425165,0.07885272,0.00007431331,0.0005488634,0.00061368797,0.915327,0.00052292866],"about_ca_topic_score_codex":0.028401958,"about_ca_topic_score_gemma":0.079323985,"teacher_disagreement_score":0.9658326,"about_ca_system_score_codex":0.000764176,"about_ca_system_score_gemma":0.00092656224,"threshold_uncertainty_score":0.9998581},"labels":[],"label_agreement":null},{"id":"W2592202078","doi":"","title":"Charting the Development of Indigenous Curatorial Practice","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Exhibition; Mainstream; The arts; Pavilion; Negotiation; Politics; Visual arts; Contemporary art; Political science; Sociology; Media studies; History; Art; Social science; Law; Art history; Performance art; Archaeology","score_opus":0.0953639502035159,"score_gpt":0.3413522907849543,"score_spread":0.24598834058143842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592202078","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056115683,0.000067802306,0.000063052394,0.00009820073,0.00035612064,0.0010220188,0.000029802273,0.000032999313,0.9422143],"genre_scores_gemma":[0.3930504,0.00005453094,0.00016643162,0.000008108028,0.0004546339,0.0000016888765,0.00016883615,0.000034225453,0.60606116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952012,0.0017424012,0.0003643538,0.0006053476,0.0013955832,0.00069115986],"domain_scores_gemma":[0.99533635,0.0008915218,0.00053839,0.00058249873,0.0024098342,0.00024142464],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002199509,0.00030162005,0.00047643503,0.0005587313,0.0061498205,0.0004559777,0.0024856506,0.00026272048,0.000028919998],"category_scores_gemma":[0.00028178107,0.0002784404,0.00015149226,0.0003930883,0.00093784893,0.00092605024,0.0004945736,0.0013292406,0.000113021204],"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":[0.0014135089,0.00018506311,0.000080683174,0.00014915093,0.00035160454,0.00016282989,0.054313827,0.0000016278434,0.00023649761,0.93975705,0.0007631762,0.0025849924],"study_design_scores_gemma":[0.000586073,0.00020330235,0.00021654877,0.0001631359,0.00010914948,0.0000024764722,0.21970387,0.000013014883,0.0011669111,0.000046169407,0.7775187,0.00027064618],"about_ca_topic_score_codex":0.003955553,"about_ca_topic_score_gemma":0.0055574295,"teacher_disagreement_score":0.93971086,"about_ca_system_score_codex":0.0007560928,"about_ca_system_score_gemma":0.002649565,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W2592298413","doi":"","title":"Face Value: Exploring the Inter-subjectivity of Mixed-Race Identity Through the Works of Jordan Clarke, Erika DeFreitas and Olivia McGilchrist","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","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":"Exhibition; Subjectivity; Identity (music); Visual arts; Sociology; White (mutation); Art; Value (mathematics); Aesthetics; Gender studies; Computer science","score_opus":0.10954062575362838,"score_gpt":0.30671992969752504,"score_spread":0.19717930394389666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592298413","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40507957,0.00022513543,0.00024314811,0.00013706728,0.00058566924,0.0007017391,0.00008279665,0.00002500142,0.5929199],"genre_scores_gemma":[0.7722444,0.00064646424,0.000028952385,0.000012390843,0.00014645366,0.0000013801202,0.00005019332,0.00003086925,0.22683893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959331,0.0017005561,0.00033179094,0.00062954635,0.0008329992,0.00057198846],"domain_scores_gemma":[0.9968559,0.0006534166,0.0005158989,0.000944739,0.0008659848,0.00016406467],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012220818,0.00036106093,0.0006285067,0.0003469372,0.0034500912,0.00043399885,0.0024486934,0.0002465284,0.000006813757],"category_scores_gemma":[0.00011156715,0.00031262965,0.0002778614,0.00009080373,0.0023333656,0.0022950391,0.00089763233,0.0013884157,0.000007432089],"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":[0.0004890097,0.00012563387,0.00028913308,0.00027307868,0.000358652,0.00005267889,0.05260695,0.000027218943,0.00008906905,0.94411606,0.0010647342,0.000507757],"study_design_scores_gemma":[0.0012915931,0.0004538876,0.005690122,0.0011208964,0.00061637437,0.000010340818,0.26201668,0.00015105822,0.0022449887,0.0027155655,0.72300196,0.0006865363],"about_ca_topic_score_codex":0.042286724,"about_ca_topic_score_gemma":0.08278193,"teacher_disagreement_score":0.9414005,"about_ca_system_score_codex":0.0003707792,"about_ca_system_score_gemma":0.00043101198,"threshold_uncertainty_score":0.9999326},"labels":[],"label_agreement":null},{"id":"W2592669726","doi":"","title":"Arepas, Fufu, and Gado Gado: How future immigration might impact Canada's culinary landscape","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Experiential learning; Political science; Sociology; Geography","score_opus":0.017749294712035214,"score_gpt":0.23684770960054205,"score_spread":0.21909841488850684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592669726","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03098777,0.00071887876,0.000002250364,0.0048405477,0.00029622598,0.00079914124,0.00048531202,0.00010107257,0.9617688],"genre_scores_gemma":[0.027261432,0.0016042781,0.000030956533,0.00003181924,0.0011857243,5.439979e-7,0.000349325,0.000017313907,0.9695186],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967929,0.00068049337,0.00012822877,0.00094447786,0.00075005926,0.0007038121],"domain_scores_gemma":[0.9985251,0.00012353843,0.0002305783,0.00028448904,0.00026345145,0.00057286565],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00027412167,0.00044513933,0.0005164958,0.00018105538,0.0013455048,0.00030487933,0.0014274406,0.0006670362,0.00013270043],"category_scores_gemma":[0.000008811709,0.0002259335,0.00020105692,0.0007162977,0.00029812174,0.00053789903,0.0005962509,0.0007154074,0.000028766643],"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":[0.0005198046,0.00012229798,0.0034484512,0.00005380092,0.00029278192,0.0037306915,0.00011133712,3.4578457e-7,0.0044770287,0.054541435,0.92925406,0.003447944],"study_design_scores_gemma":[0.00061958993,0.00033929298,0.011172482,0.0001765565,0.00007053257,0.00006709641,0.0023817301,0.000004187742,0.0000614695,0.000010290819,0.98457974,0.00051702897],"about_ca_topic_score_codex":0.28057945,"about_ca_topic_score_gemma":0.5624708,"teacher_disagreement_score":0.28189138,"about_ca_system_score_codex":0.0006639559,"about_ca_system_score_gemma":0.0005307202,"threshold_uncertainty_score":0.9999546},"labels":[],"label_agreement":null},{"id":"W2592723927","doi":"","title":"Branding for the rest of us","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Consumer Behavior in Brand Consumption and Identification","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":"Ontario College of Art and Design","funders":"","keywords":"Operationalization; Business; Marketing; Brand management; Profitability index; Sustainability; Corporate branding; Brand equity; Customer engagement; Analytics; Brand awareness; Social media; Computer science","score_opus":0.10507164332805771,"score_gpt":0.3214878054686222,"score_spread":0.2164161621405645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592723927","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024509542,0.000113547954,0.00026946331,0.00047809383,0.0005886296,0.0015231624,0.000053523425,0.00009318505,0.99442947],"genre_scores_gemma":[0.01800658,0.00029322135,0.000037217636,0.000021022974,0.0003572337,0.0000020869654,0.000036005455,0.00009552767,0.9811511],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982745,0.00012548362,0.00017815882,0.00053753343,0.00050118775,0.00038311034],"domain_scores_gemma":[0.9980553,0.00022436696,0.0004045166,0.0007460701,0.0005280162,0.000041727853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069726264,0.00022017786,0.00031443784,0.0011805929,0.0012052946,0.00036908043,0.0021844606,0.00026421974,0.00009118121],"category_scores_gemma":[0.000050807786,0.00019541084,0.00020385846,0.00071733154,0.0006171382,0.00081964076,0.0006313244,0.0003180799,0.00021978976],"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":[0.00039931037,0.000080555605,0.0020665599,0.00016803332,0.00014709524,0.000038859864,0.000016510263,5.1199356e-7,0.00083983224,0.8746006,0.11532277,0.0063194023],"study_design_scores_gemma":[0.001466069,0.000008590377,0.0053436565,0.00029388658,0.00023799564,0.0000016387733,0.00043830572,0.000025654497,0.000062653,0.000040018163,0.99183416,0.00024735075],"about_ca_topic_score_codex":0.007769037,"about_ca_topic_score_gemma":0.0019014259,"teacher_disagreement_score":0.8765114,"about_ca_system_score_codex":0.00021295842,"about_ca_system_score_gemma":0.00020972473,"threshold_uncertainty_score":0.9988383},"labels":[],"label_agreement":null},{"id":"W2592768522","doi":"","title":"Pace and temporality in safety critical medical work: Concepts for understanding adaptation behaviors","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative 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":"University of Toronto; Ontario College of Art and Design","funders":"","keywords":"Temporality; Pace; Adaptation (eye); Work (physics); Epistemology; Sociology; Psychology; Engineering ethics; Engineering; Philosophy; Geography","score_opus":0.1770234688797997,"score_gpt":0.36247145375885226,"score_spread":0.18544798487905256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592768522","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020704914,0.00005560775,0.00063150085,0.00088085636,0.000360197,0.0010823569,0.00012656825,0.00006088029,0.99473155],"genre_scores_gemma":[0.24940027,0.00013248947,0.00006597994,0.000020765337,0.0001892127,0.0000010504164,0.000050958908,0.00007401692,0.75006527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965876,0.001177478,0.00022548008,0.0007144686,0.0007344332,0.00056053995],"domain_scores_gemma":[0.99829835,0.0005371189,0.00014880192,0.00033566073,0.0002719726,0.00040811958],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014803864,0.00027156444,0.00050123327,0.00077445386,0.0014698133,0.00038584208,0.000861218,0.00046673397,0.0001437666],"category_scores_gemma":[0.00016262976,0.0003182445,0.000112158654,0.00027571557,0.0021339422,0.00048106792,0.00045305624,0.000797344,0.000015673451],"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":[0.00036488287,0.00012532467,0.0011527411,0.00011985784,0.000065691456,0.00032283991,0.0016565801,0.00000121535,0.0000037318412,0.9720348,0.023994885,0.00015745164],"study_design_scores_gemma":[0.0017507039,0.00020278945,0.00038235882,0.0005887425,0.00007089493,0.0000026782527,0.016264277,0.00014294188,0.0000032852097,0.0005534209,0.9796326,0.0004053065],"about_ca_topic_score_codex":0.010767995,"about_ca_topic_score_gemma":0.07512204,"teacher_disagreement_score":0.9714814,"about_ca_system_score_codex":0.0010658068,"about_ca_system_score_gemma":0.0006628697,"threshold_uncertainty_score":0.999927},"labels":[],"label_agreement":null},{"id":"W2592901385","doi":"","title":"Major Research Project","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Feminist Theory and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Negotiation; Stakeholder; Process (computing); Public relations; Field (mathematics); Social entrepreneurship; Sociology; Management science; Political science; Engineering; Computer science; Social science","score_opus":0.1881357680036159,"score_gpt":0.43646383359992663,"score_spread":0.24832806559631074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592901385","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001271718,0.00034724514,0.000024453031,0.0011588708,0.0005737584,0.0023344173,0.00012122885,0.000284472,0.9950284],"genre_scores_gemma":[0.0030168367,0.002180915,0.00013557968,0.0000149665,0.0007329813,0.0000024889728,0.000014386876,0.00017492425,0.9937269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9856039,0.0086213695,0.0002032867,0.0014233693,0.0023147392,0.0018333306],"domain_scores_gemma":[0.99610835,0.0009102729,0.00021661623,0.001188016,0.0009914574,0.00058528944],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0056375773,0.00041651356,0.0006486658,0.002673864,0.00823773,0.00048412397,0.0056150802,0.0009837006,0.00015360377],"category_scores_gemma":[0.00027812526,0.00044254563,0.0002502745,0.0026571292,0.006024544,0.000729947,0.0023602536,0.0017470096,0.0012024376],"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":[0.0003114305,0.000108013715,0.00013832722,0.000047794423,0.00022874864,0.0011321938,0.0030977568,3.701255e-8,0.000032710814,0.6120315,0.3824515,0.00041998885],"study_design_scores_gemma":[0.0010435607,0.00018617821,0.000038755345,0.00040380945,0.000056245433,0.000004571803,0.046867732,3.6854308e-7,0.000048253434,0.0004882566,0.95034045,0.00052182656],"about_ca_topic_score_codex":0.048535623,"about_ca_topic_score_gemma":0.020896805,"teacher_disagreement_score":0.61154324,"about_ca_system_score_codex":0.0022320326,"about_ca_system_score_gemma":0.0048839296,"threshold_uncertainty_score":0.99980265},"labels":[],"label_agreement":null},{"id":"W2593147796","doi":"","title":"There Is Always More than What We Perceive","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Exhibition; Gender studies; Personhood; Identity (music); Human sexuality; Sociology; Queer theory; Transgender; Aesthetics; Art; Visual arts; Political science","score_opus":0.12676872688879454,"score_gpt":0.42578409994721345,"score_spread":0.2990153730584189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593147796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24468553,0.0015510242,0.0000020531334,0.0018676007,0.0020084495,0.0014207208,0.00013781092,0.00011917148,0.7482076],"genre_scores_gemma":[0.039824106,0.007477738,0.00003631526,0.00009316216,0.0005380574,0.0000022784777,0.00053536263,0.000114507675,0.95137846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919639,0.00249951,0.00040027677,0.0018130447,0.0017162604,0.0016070016],"domain_scores_gemma":[0.99406445,0.00026277054,0.00048375383,0.0019480914,0.0019789848,0.001261936],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001179179,0.0007328984,0.00094527827,0.0019912357,0.003139011,0.0010049763,0.005048279,0.0017532662,0.00013144588],"category_scores_gemma":[0.000047227088,0.0008983559,0.0004726138,0.0019474364,0.00078871055,0.0028040074,0.0007263221,0.002954386,0.0015481375],"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":[0.0033247678,0.0005938906,0.0049905474,0.0008242646,0.00084343116,0.005430189,0.032208193,0.000002403545,0.00013663845,0.8049301,0.14305101,0.0036645827],"study_design_scores_gemma":[0.0029038666,0.0006304213,0.026416615,0.0005057862,0.000500582,0.00006054078,0.19939832,0.00001127593,0.00005219664,0.00052356813,0.76788366,0.0011131434],"about_ca_topic_score_codex":0.0712653,"about_ca_topic_score_gemma":0.010960188,"teacher_disagreement_score":0.8044065,"about_ca_system_score_codex":0.0026643586,"about_ca_system_score_gemma":0.003485711,"threshold_uncertainty_score":0.99954265},"labels":[],"label_agreement":null},{"id":"W2593188155","doi":"","title":"The Walled Gardens of Healthcare","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Health care; Bridge (graph theory); Knowledge management; Business; Data science; Marketing; Process management; Computer science; Medicine; Political science","score_opus":0.0720900370887992,"score_gpt":0.3845807330702555,"score_spread":0.3124906959814563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593188155","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008549449,0.00031480117,0.000032896533,0.0062111737,0.00027884796,0.0021236148,0.00008703996,0.0000937608,0.99000293],"genre_scores_gemma":[0.007217242,0.0026913888,0.00015574078,0.000060680384,0.00027210193,8.16858e-7,0.000055992354,0.00012772858,0.9894183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962502,0.0009773624,0.00030288147,0.00061616884,0.0010853063,0.000768045],"domain_scores_gemma":[0.99697435,0.0003340691,0.00043192273,0.0010026892,0.000701568,0.00055541133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090762466,0.00028232974,0.0006341958,0.0009043561,0.0010796408,0.00004436033,0.0013125269,0.0004042066,0.00007634004],"category_scores_gemma":[0.000070414855,0.00022579457,0.00018481801,0.00064689736,0.00086164474,0.00012159057,0.0005188309,0.00082653575,0.00011228328],"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":[0.0012401342,0.00010031083,0.0019442873,0.00033642206,0.00035286119,0.0008928231,0.00017304454,4.187909e-8,0.00017422055,0.6126613,0.3795887,0.002535839],"study_design_scores_gemma":[0.0037379598,0.0007573019,0.0014027375,0.0007217856,0.00015108894,0.000038035487,0.0029684114,0.0000021025219,0.00017004332,0.00002266957,0.98982704,0.00020082564],"about_ca_topic_score_codex":0.009000394,"about_ca_topic_score_gemma":0.00458068,"teacher_disagreement_score":0.61263865,"about_ca_system_score_codex":0.0009592696,"about_ca_system_score_gemma":0.0020436086,"threshold_uncertainty_score":0.99759877},"labels":[],"label_agreement":null},{"id":"W2593406603","doi":"","title":"STREET MUSEUM WITHOUT WALLS: A Curatorial Mediation on the Convergence of Street Art and Digital Culture","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Public Spaces through Art","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":"Ontario College of Art and Design; Electronic Arts (Canada)","funders":"","keywords":"Visual arts; Mediation; Contemporary art; Public sphere; Art; Order (exchange); Visual culture; Sociology; Media studies; Performance art; Art history; Political science; Social science; Politics","score_opus":0.03879975879633277,"score_gpt":0.32365920580978375,"score_spread":0.284859447013451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593406603","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25355175,0.000017264078,0.000009464719,0.0005144377,0.00072575815,0.0009839843,0.00010388608,0.00004572735,0.7440477],"genre_scores_gemma":[0.7534762,0.0003788554,0.000025764028,0.000013090922,0.0002901964,9.876753e-7,0.00022098407,0.000021241069,0.2455727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501973,0.0016068739,0.00022722105,0.00075683976,0.0017861066,0.0006032449],"domain_scores_gemma":[0.9967987,0.0005511035,0.00045737793,0.000607077,0.0011823219,0.00040341442],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014026468,0.0003096759,0.00046739064,0.00047705372,0.0023696246,0.0005034259,0.0024826284,0.0006298222,0.0000085379515],"category_scores_gemma":[0.00060599536,0.00030222724,0.00014499617,0.0012306679,0.0012291877,0.0018835278,0.0003526579,0.0010270703,0.000031116502],"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":[0.00063647766,0.00010872547,0.008470657,0.000044045715,0.00015467514,0.000063264415,0.0073884944,0.000002982202,0.00012298927,0.9725116,0.0103351455,0.00016097745],"study_design_scores_gemma":[0.0010301357,0.00038431882,0.0022683097,0.00023537537,0.000083083956,6.636477e-7,0.10511668,0.000032941978,0.00036662875,0.00016249652,0.88990855,0.00041082225],"about_ca_topic_score_codex":0.006545145,"about_ca_topic_score_gemma":0.030734062,"teacher_disagreement_score":0.97234905,"about_ca_system_score_codex":0.0008033874,"about_ca_system_score_gemma":0.0019200624,"threshold_uncertainty_score":0.99994296},"labels":[],"label_agreement":null},{"id":"W2593886302","doi":"","title":"Constructing Inclusive Masculinities","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Masculinity; Exhibition; Sculpture; Context (archaeology); Mythology; Sociology; Visual arts; Identity (music); Gender studies; Aesthetics; Art; History; Literature","score_opus":0.07161486349540692,"score_gpt":0.40008394278916243,"score_spread":0.3284690792937555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593886302","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1666571,0.00016738522,0.00001795516,0.0004282371,0.0023123187,0.0011356218,0.00009700079,0.00012935651,0.829055],"genre_scores_gemma":[0.10168871,0.00043278918,0.000119959805,0.000041455616,0.0006849693,0.0000016128942,0.00053979084,0.00007950713,0.8964112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923287,0.00328698,0.0004453683,0.0014157894,0.001140291,0.0013828798],"domain_scores_gemma":[0.9952232,0.00063356676,0.00060843927,0.0013330808,0.001470173,0.000731508],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0013708153,0.0005759925,0.0009089403,0.002099066,0.0044598794,0.0004831064,0.0038232766,0.0013443666,0.0000694969],"category_scores_gemma":[0.00013485759,0.000762615,0.00039124876,0.0014901657,0.0010040296,0.0009510531,0.00087672553,0.002795552,0.0007528071],"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":[0.0013772561,0.00017452305,0.0057371515,0.0007053068,0.00047078193,0.0025374617,0.004040433,0.0000015192277,0.00004214719,0.9718123,0.010947407,0.0021536902],"study_design_scores_gemma":[0.004437366,0.0006824208,0.012281839,0.00041735687,0.00069362996,0.00016812705,0.14907578,0.000017221375,0.00011922892,0.0008068228,0.82978505,0.0015151483],"about_ca_topic_score_codex":0.06556157,"about_ca_topic_score_gemma":0.014730175,"teacher_disagreement_score":0.9710055,"about_ca_system_score_codex":0.002404253,"about_ca_system_score_gemma":0.0025182695,"threshold_uncertainty_score":0.9999521},"labels":[],"label_agreement":null},{"id":"W2593911022","doi":"","title":"Future of Nostalgia: How might we use nostalgia to improve psychological resilience in a fast-changing world?","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Nostalgia and Consumer Behavior","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":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Social connectedness; Feeling; Resilience (materials science); Aesthetics; Psychological resilience; Modernization theory; Sociology; Psychology; Social psychology; Political science; Art","score_opus":0.049731424923087866,"score_gpt":0.34512400361260304,"score_spread":0.2953925786895152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593911022","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031022914,0.00029970103,0.00013344848,0.0012984523,0.001262035,0.0026170101,0.0004601203,0.00014379201,0.96276253],"genre_scores_gemma":[0.03687311,0.0002615763,0.0003592612,0.000026897267,0.00019944436,0.000004873553,0.000026584208,0.00020330965,0.96204495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99313974,0.0018021311,0.0003420188,0.0020620287,0.0010197832,0.0016342696],"domain_scores_gemma":[0.9961332,0.00034505094,0.0004270566,0.0019357549,0.000408123,0.00075079576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006877742,0.00068512757,0.0010091003,0.0067993077,0.00060792064,0.00022255795,0.0037746904,0.0010899645,0.00025009806],"category_scores_gemma":[0.00004035778,0.0007053589,0.00032531092,0.0042493423,0.0011523758,0.0007235752,0.0017774964,0.0016526008,0.00039569772],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033686738,0.0010100333,0.008873165,0.00014678526,0.00035286517,0.012441962,0.002110714,4.860698e-7,0.008683552,0.8201826,0.13156861,0.011260544],"study_design_scores_gemma":[0.0031822398,0.0005969047,0.007172698,0.00097150233,0.00012581973,0.000040944597,0.009993772,9.718826e-7,0.00045407255,0.000015608788,0.97650456,0.0009408802],"about_ca_topic_score_codex":0.0029999248,"about_ca_topic_score_gemma":0.0027126097,"teacher_disagreement_score":0.84493595,"about_ca_system_score_codex":0.0009105133,"about_ca_system_score_gemma":0.0004148313,"threshold_uncertainty_score":0.99953973},"labels":[],"label_agreement":null},{"id":"W2594020186","doi":"","title":"Tech needs more men... to support gender equality","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"Science Foundation Ireland","keywords":"Gender equality; Workforce; Face (sociological concept); Citizen journalism; Public relations; Universal design; Political science; Gender studies; Business; Sociology; Engineering; Social science","score_opus":0.12845888254606957,"score_gpt":0.40866719833671783,"score_spread":0.28020831579064825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594020186","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071813667,0.000030388328,0.00032846472,0.002985697,0.00056687696,0.0016810913,0.00008784229,0.00043277,0.9931687],"genre_scores_gemma":[0.030362403,0.00027652082,0.00033718438,0.000055596578,0.00032533577,0.0000019934105,0.000030611074,0.000121835896,0.9684885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99461555,0.0016176611,0.00019936371,0.0010057165,0.0013537306,0.0012079944],"domain_scores_gemma":[0.99704504,0.0001551054,0.0002217579,0.0012174194,0.0005711401,0.000789561],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018204806,0.00037029,0.00049725285,0.0028790752,0.0025615382,0.00023597792,0.004546966,0.0012367215,0.00027721582],"category_scores_gemma":[0.000101732636,0.0004256834,0.0001844067,0.0024521933,0.0017356018,0.0005784022,0.0012824527,0.0009873715,0.0009542661],"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":[0.00007589499,0.00012340202,0.0013056675,0.000026034193,0.00015184973,0.00021642311,0.0036958659,2.3386006e-7,0.00011546798,0.6992481,0.29418948,0.00085161184],"study_design_scores_gemma":[0.0006000291,0.000114508985,0.0004001932,0.000080986414,0.00007365276,0.00000520312,0.054649267,3.8806274e-7,0.00012440151,0.0002486188,0.9432126,0.000490146],"about_ca_topic_score_codex":0.023382824,"about_ca_topic_score_gemma":0.0037403537,"teacher_disagreement_score":0.69899946,"about_ca_system_score_codex":0.0025036905,"about_ca_system_score_gemma":0.0031905908,"threshold_uncertainty_score":0.99982363},"labels":[],"label_agreement":null},{"id":"W2594043218","doi":"","title":"“I’m touching myself” An Investigation of Ann Hirsch’s Twelve","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Scholarship; Social media; Digital media; Sociology; The Internet; Media studies; Identity (music); Object (grammar); New media; Visual arts; Cyberculture; Representation (politics); Art; Art history; Aesthetics; Computer science; World Wide Web; Political science; Artificial intelligence; Law","score_opus":0.1157207246502317,"score_gpt":0.29478475838449086,"score_spread":0.17906403373425916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594043218","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005606434,0.000049671715,0.000094977746,0.00011193501,0.00046235032,0.00074237864,0.00015678696,0.00017023594,0.9926052],"genre_scores_gemma":[0.047391485,0.00009423141,0.0001836332,0.000050775645,0.000711936,3.848849e-7,0.00015973441,0.00016275281,0.95124507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625903,0.0012349292,0.00024999192,0.00079739746,0.0007735967,0.00068504305],"domain_scores_gemma":[0.9974302,0.00012501188,0.000408643,0.0009663024,0.00054756587,0.00052230025],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006720257,0.0003815305,0.00061158696,0.001365118,0.0015509289,0.00032703675,0.0021488632,0.00043288103,0.000100241174],"category_scores_gemma":[0.00002572729,0.000457271,0.00019432836,0.00005147383,0.0020931517,0.0010556784,0.00065679173,0.0008724953,0.000101605],"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":[0.0001106354,0.00009091303,0.0002167306,0.00014920655,0.00019622208,0.0001838848,0.030993532,0.000004705942,0.000089930436,0.9003651,0.06746901,0.00013011142],"study_design_scores_gemma":[0.00087301276,0.00034391118,0.00009786319,0.00033190954,0.00013366177,0.0000044410885,0.016421694,0.00009523169,0.00015544312,0.00041112836,0.9806381,0.0004936045],"about_ca_topic_score_codex":0.031943634,"about_ca_topic_score_gemma":0.027951673,"teacher_disagreement_score":0.9131691,"about_ca_system_score_codex":0.0005162755,"about_ca_system_score_gemma":0.00077380147,"threshold_uncertainty_score":0.9997879},"labels":[],"label_agreement":null},{"id":"W2594247142","doi":"","title":"Fostering Insight and Collaboration in Long-Term Healthcare through Collection and Visualization of Qualitative Healthcare Data","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Data Visualization and Analytics","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 Toronto","funders":"","keywords":"Health care; Usability; Scope (computer science); Analytics; Qualitative research; Visualization; Visual analytics; Data visualization; Computer science; Knowledge management; Data science; Data collection; Structuring; Human–computer interaction; Sociology; Business; Data mining","score_opus":0.2117760825751268,"score_gpt":0.4594341350566708,"score_spread":0.247658052481544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594247142","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025378177,0.0011253846,0.121390946,0.0023137534,0.00041246234,0.0028820354,0.00040281133,0.00020514037,0.86872965],"genre_scores_gemma":[0.15934858,0.012686708,0.0074922824,0.0002040013,0.00017114359,0.0000019509646,0.002051337,0.00024804784,0.81779593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550164,0.0024392663,0.00025675626,0.0009469536,0.0005486938,0.00030670932],"domain_scores_gemma":[0.9978703,0.00015938704,0.00038780886,0.00090666267,0.0004863318,0.0001894813],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009769856,0.0002211851,0.0004476821,0.0012372138,0.0005292147,0.0003221664,0.001737657,0.00032734324,0.000001151521],"category_scores_gemma":[0.00006741253,0.00027802793,0.000022773937,0.0024873766,0.00035027973,0.00192136,0.0033799438,0.00032569465,0.0000023299417],"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":[0.000090169466,0.00007553908,0.0024559537,0.0005736751,0.000054618533,0.00009691542,0.00612608,0.0000024125543,0.000039861086,0.9861919,0.0036031902,0.00068968156],"study_design_scores_gemma":[0.009552044,0.0023084641,0.00911556,0.006510471,0.00018127158,0.00006377329,0.034011673,0.027037987,0.0004804044,0.0009474534,0.90745294,0.0023379766],"about_ca_topic_score_codex":0.0075566885,"about_ca_topic_score_gemma":0.015298238,"teacher_disagreement_score":0.98524445,"about_ca_system_score_codex":0.000427891,"about_ca_system_score_gemma":0.0007678076,"threshold_uncertainty_score":0.9999672},"labels":[],"label_agreement":null},{"id":"W2594504186","doi":"","title":"Erring on the mount","year":2014,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Amateur; The arts; Sculpture; German; Work (physics); Handicraft; Sociology; Visual arts; Management; Public relations; History; Engineering; Archaeology; Political science; Art","score_opus":0.14866394439174058,"score_gpt":0.32880066138701425,"score_spread":0.18013671699527367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594504186","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13936046,0.0000066727716,0.00002987919,0.008905914,0.00017413618,0.00048790837,0.0000028261338,0.000053549255,0.8509787],"genre_scores_gemma":[0.46289393,0.00004709943,0.000034712953,0.000070997376,0.00010980176,2.6283598e-7,0.0000020710077,0.0000062577637,0.5368349],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961895,0.0016849026,0.00010667278,0.00045081496,0.0009174041,0.00065072085],"domain_scores_gemma":[0.99826056,0.0004699703,0.00008268405,0.00044179743,0.000405708,0.00033927496],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019851103,0.00014827918,0.00017745204,0.00021976975,0.006665062,0.00047746443,0.0023205208,0.00018920274,0.000022866385],"category_scores_gemma":[0.00018108811,0.00013089155,0.00009378631,0.0011662373,0.00095319684,0.00065645325,0.00058860966,0.0007426497,0.00012478202],"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":[0.00011441743,0.000049172148,0.0010743274,0.0000029597004,0.00003878997,0.00010341731,0.0017854223,0.000017984252,0.00014959049,0.97410595,0.021469751,0.0010881941],"study_design_scores_gemma":[0.0003709503,0.0000999784,0.0023183713,0.000049767354,0.000012574578,0.0000015373372,0.024675786,0.000044660257,0.00030800534,0.00014303121,0.9717853,0.00019001252],"about_ca_topic_score_codex":0.02388182,"about_ca_topic_score_gemma":0.003951724,"teacher_disagreement_score":0.97396296,"about_ca_system_score_codex":0.0019165061,"about_ca_system_score_gemma":0.0006167883,"threshold_uncertainty_score":0.99462813},"labels":[],"label_agreement":null},{"id":"W2594571918","doi":"","title":"Role of inclusively Designed Technology in Facilitating Communication for Children With Autism Spectrum Disorder","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Autism; Autism spectrum disorder; Psychology; Relevance (law); Presentation (obstetrics); Developmental psychology; USable; Special needs; Assistive technology; Multimedia; Computer science; Human–computer interaction; Medicine; Psychiatry","score_opus":0.02639349412941809,"score_gpt":0.2839995004487998,"score_spread":0.2576060063193817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594571918","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058848854,0.00028423464,0.00068590173,0.0020087152,0.000026618796,0.0061895917,0.00019015516,0.00019719567,0.93156874],"genre_scores_gemma":[0.36654836,0.00044668355,0.0017149325,0.000006955517,0.000011779789,0.0000114459035,0.00004090546,0.00020511466,0.6310138],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948207,0.0016251454,0.00029562312,0.0012694206,0.0009136476,0.0010754213],"domain_scores_gemma":[0.9972368,0.00055088574,0.00045664236,0.0014397015,0.000090738664,0.00022522587],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006324169,0.0004304851,0.00071551104,0.003795794,0.0011796909,0.00014062476,0.0050665922,0.0006786919,0.000021699874],"category_scores_gemma":[0.00016428388,0.00049427483,0.00012033366,0.0033800565,0.0020753928,0.00070396776,0.002467807,0.0013948573,0.000044181288],"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":[0.00045757252,0.00035607154,0.0055800094,0.00007708018,0.00009380846,0.000077358556,0.00049373996,0.000031938027,0.0073511465,0.98424476,0.0006241757,0.0006123309],"study_design_scores_gemma":[0.034860376,0.0075589046,0.035709776,0.004188926,0.0004160653,0.00021733723,0.033386122,0.003346376,0.05737445,0.028971354,0.78803253,0.0059377993],"about_ca_topic_score_codex":0.02082482,"about_ca_topic_score_gemma":0.0052250596,"teacher_disagreement_score":0.9552734,"about_ca_system_score_codex":0.00096711045,"about_ca_system_score_gemma":0.0010107805,"threshold_uncertainty_score":0.9997509},"labels":[],"label_agreement":null},{"id":"W2594779486","doi":"","title":"Embedded perspectives: Considerations for the design of a multi-centre research registry","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interactivity; Permission; Computer science; Set (abstract data type); Denial; Medicine; World Wide Web; Psychology","score_opus":0.33928631502164136,"score_gpt":0.5037156818777189,"score_spread":0.1644293668560775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594779486","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0158031,0.0013619853,0.010502241,0.0025579655,0.001918675,0.030557983,0.00027306384,0.00020573942,0.93681926],"genre_scores_gemma":[0.16110376,0.00093199115,0.0014992853,0.000026543301,0.00038596417,0.0000401797,0.00015204553,0.00011383089,0.8357464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97599053,0.01818521,0.00079963246,0.001415477,0.0015604637,0.00204871],"domain_scores_gemma":[0.9704815,0.01718403,0.0010086852,0.0019429185,0.008786196,0.0005966576],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0118220085,0.00047881607,0.0010604793,0.0015073587,0.012813375,0.0001471107,0.0032883727,0.0014798058,0.000021883094],"category_scores_gemma":[0.0032240325,0.0004753665,0.00032301314,0.0018810848,0.0010349547,0.00053912227,0.00053987023,0.0056261397,0.00007342056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0028507542,0.00034777465,0.00031359558,0.001269673,0.00048017188,0.00013650296,0.018832045,0.00016574208,0.0007766101,0.9481401,0.026549894,0.00013713591],"study_design_scores_gemma":[0.006713709,0.00092976424,0.0008025194,0.0023263632,0.00031344272,0.000010798449,0.5987403,0.0067047244,0.000360454,0.00031235314,0.38203394,0.00075162086],"about_ca_topic_score_codex":0.014869784,"about_ca_topic_score_gemma":0.01507387,"teacher_disagreement_score":0.94782776,"about_ca_system_score_codex":0.005098226,"about_ca_system_score_gemma":0.017532244,"threshold_uncertainty_score":0.9998165},"labels":[],"label_agreement":null},{"id":"W2594803586","doi":"","title":"Decolonizing the gesture of friendship between indigenous nations: A greeting from the Anishanabe of Canada to the Tzotzil in Chiapas","year":2014,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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":"Friendship; Indigenous; Gesture; Geography; Gender studies; Political science; Sociology; Social science; Computer science; Artificial intelligence","score_opus":0.05994722831730517,"score_gpt":0.2567880007201485,"score_spread":0.19684077240284334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594803586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68240136,0.000027344438,0.0000064969126,0.0018901413,0.00009123556,0.00050972035,0.00006923679,0.0000050482913,0.31499943],"genre_scores_gemma":[0.9837824,0.000016886232,0.000014845871,0.000056883295,0.00013282713,6.335877e-7,0.000007593238,0.000008497123,0.015979433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719274,0.0013587303,0.00019740468,0.0002766626,0.000603363,0.00037108504],"domain_scores_gemma":[0.9974289,0.0012536166,0.00018338296,0.0004861656,0.00054303685,0.000104919316],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015817554,0.00012555048,0.00023531103,0.00021613426,0.003363626,0.00018830634,0.002224523,0.00006668483,0.000007825607],"category_scores_gemma":[0.0002251312,0.000088608285,0.000067162975,0.000661985,0.0005563839,0.0003137241,0.0006340852,0.00056123233,0.0000026406726],"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":[0.00006771316,0.00004218142,0.044931605,0.0000123584205,0.00010018838,0.0000290478,0.019638777,0.00006783863,0.000081758866,0.93393946,0.00082282635,0.00026626443],"study_design_scores_gemma":[0.00065778743,0.00020048134,0.19250958,0.0001459868,0.000067898065,8.9802035e-7,0.0631655,0.00007333833,0.0005225959,0.0004954112,0.74195236,0.00020816425],"about_ca_topic_score_codex":0.7049005,"about_ca_topic_score_gemma":0.9687183,"teacher_disagreement_score":0.933444,"about_ca_system_score_codex":0.00046730714,"about_ca_system_score_gemma":0.001079299,"threshold_uncertainty_score":0.99793386},"labels":[],"label_agreement":null},{"id":"W2594881174","doi":"","title":"SYS.TE/M FAIL.U+RE: Revelations of the Interface","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Glitch; Exhibition; Transparency (behavior); Premise; Interface (matter); Computer science; Art; Computer graphics (images); Multimedia; Media studies; Art history; Telecommunications; Sociology; Computer security; Operating system; Epistemology; Philosophy","score_opus":0.053703821432786285,"score_gpt":0.2914681322710974,"score_spread":0.23776431083831112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594881174","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0556699,0.00013459388,0.00001695037,0.0005102729,0.0006794207,0.0008721573,0.00010327773,0.00008636842,0.9419271],"genre_scores_gemma":[0.43095297,0.000069943446,0.000014070203,0.000010731167,0.000091817616,5.087181e-7,0.00008454368,0.000020173311,0.56875527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714106,0.0007874462,0.0002631959,0.0006381414,0.0006827807,0.0004873474],"domain_scores_gemma":[0.9971033,0.00013887075,0.0004216608,0.0010051512,0.0011801156,0.00015095035],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004755289,0.00032568676,0.0004888174,0.00056124787,0.0035197495,0.00025779262,0.0035361783,0.0005755019,0.000047868405],"category_scores_gemma":[0.00007474017,0.00030158888,0.00030092188,0.00039300765,0.0013166156,0.00074616674,0.00063055265,0.0016150234,0.00006438827],"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":[0.00025125482,0.00008666307,0.00017526577,0.00013282287,0.00023357573,0.000047987847,0.01578065,0.000009219726,0.0002902375,0.9618529,0.02089044,0.00024898586],"study_design_scores_gemma":[0.00051147246,0.00014500802,0.00042899308,0.00039026453,0.0001830447,0.0000028704276,0.13312347,0.000016562873,0.0012048705,0.00031659933,0.86336654,0.00031028688],"about_ca_topic_score_codex":0.0053089876,"about_ca_topic_score_gemma":0.042257007,"teacher_disagreement_score":0.9615363,"about_ca_system_score_codex":0.0005314176,"about_ca_system_score_gemma":0.0006103398,"threshold_uncertainty_score":0.9999436},"labels":[],"label_agreement":null},{"id":"W2604928625","doi":"","title":"Enclosure Movement: Comparative Dwelling and Embodiment","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Performative utterance; Metaphor; Aesthetics; Normative; Dirt; Architectural engineering; Realm; Environmental ethics; Sociology; Engineering; Communication; Ecology; Geography; Art; Cartography; Political science; Biology; Law","score_opus":0.05060657986900789,"score_gpt":0.2824090688617269,"score_spread":0.231802488992719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604928625","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1651263,0.00044089713,0.0008238553,0.000029845696,0.00034130036,0.001010591,0.000059322603,0.00015985455,0.83200806],"genre_scores_gemma":[0.5615799,0.0010646238,0.00034419744,0.0000114650475,0.0001468853,0.0000016449927,0.00016084239,0.0000696156,0.43662083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968005,0.000594414,0.00023113523,0.0008218529,0.00080252433,0.000749577],"domain_scores_gemma":[0.9981803,0.00023584442,0.00012591048,0.0005828775,0.00040951985,0.0004655286],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004710357,0.00049578544,0.0006180514,0.00094316516,0.001762165,0.00025850025,0.0014477319,0.0005234806,0.0000068930003],"category_scores_gemma":[0.000010276008,0.00054708513,0.00015396079,0.0005365907,0.00032657292,0.0007482925,0.00031769768,0.0012389023,0.00005414641],"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":[0.0014364683,0.0001618716,0.0008002083,0.0005480304,0.0010125223,0.0013670924,0.007820885,0.0011468382,0.010389913,0.9707179,0.0026673407,0.0019309402],"study_design_scores_gemma":[0.009911098,0.0015747858,0.00980526,0.0033682408,0.0010067031,0.000051697563,0.046724416,0.007317361,0.069362916,0.0040157633,0.8415676,0.0052941944],"about_ca_topic_score_codex":0.0006604386,"about_ca_topic_score_gemma":0.0006521569,"teacher_disagreement_score":0.9667021,"about_ca_system_score_codex":0.0009647854,"about_ca_system_score_gemma":0.00037364225,"threshold_uncertainty_score":0.99969804},"labels":[],"label_agreement":null},{"id":"W2605391798","doi":"","title":"EXCAVATING OUR FUTURES- Exploring Participation in Experiential Scenarios","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Experiential learning; Psychology; Rigour; Interpretative phenomenological analysis; Experiential knowledge; Futures contract; Feeling; Participant observation; Experiential education; Social psychology; Qualitative research; Pedagogy; Sociology; Epistemology; Social science","score_opus":0.12621795739704003,"score_gpt":0.3687369952998271,"score_spread":0.2425190379027871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605391798","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013477208,0.000023121238,0.0076649175,0.00049366965,0.0011564842,0.0009656545,0.000009029872,0.0003174837,0.9758924],"genre_scores_gemma":[0.11972907,0.000077998804,0.0016727509,0.00001670152,0.0002748801,0.000005753309,0.000010291477,0.00010777064,0.8781048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99562836,0.0011461072,0.00027550326,0.0012503406,0.0008007553,0.000898909],"domain_scores_gemma":[0.9976818,0.00009543569,0.00039399546,0.0011970164,0.00044915476,0.00018258467],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007684128,0.00037667583,0.0004545009,0.0034271367,0.0010808288,0.00034598296,0.004235299,0.00058100134,0.000014411456],"category_scores_gemma":[0.0000764253,0.00043458963,0.00011390176,0.001983731,0.00029302188,0.0022717542,0.002146097,0.0013636663,0.00021302579],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001479603,0.00016345944,0.00059962634,0.000034015084,0.00009952636,0.0017441467,0.0012912378,0.000009684179,0.0024888036,0.97610396,0.014505287,0.0028122698],"study_design_scores_gemma":[0.002079955,0.0002440397,0.0007105595,0.0008849097,0.000021259644,0.000021547636,0.0067410967,0.00046466046,0.0037780167,0.00008725856,0.9841951,0.0007716103],"about_ca_topic_score_codex":0.0024519379,"about_ca_topic_score_gemma":0.0015933758,"teacher_disagreement_score":0.9760167,"about_ca_system_score_codex":0.0019464475,"about_ca_system_score_gemma":0.00056228635,"threshold_uncertainty_score":0.9998106},"labels":[],"label_agreement":null},{"id":"W2606395527","doi":"","title":"Allison Schulnik’s Hobo Clown: grotesque resistance, storytelling metamorphosis and Franz Kafka","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Franz Kafka Literary 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":"Office of the Dean for Research, Princeton University; University of Oxford; University of Ottawa; Princeton University","keywords":"Identity (music); Aesthetics; Narratology; Narrative; Persuasion; Storytelling; Literature; Subversion; Rhetorical question; Art; Animation; Philosophy; Linguistics","score_opus":0.08794988039410011,"score_gpt":0.26157118877131513,"score_spread":0.173621308377215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606395527","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095468556,0.004349731,0.000020628211,0.00035463623,0.000677795,0.0014366719,0.00060366874,0.00030588833,0.9912963],"genre_scores_gemma":[0.0016081557,0.0016329101,0.0005702706,0.000048237085,0.00065759977,0.0000018677723,0.00014473505,0.00027676852,0.99505943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945845,0.0013373931,0.00031146323,0.001462665,0.0012792926,0.0010246881],"domain_scores_gemma":[0.99672616,0.00024503318,0.00037789223,0.0011055007,0.00091484707,0.00063057564],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010514954,0.0007256942,0.0011082613,0.001986203,0.0028832734,0.00094514113,0.002466074,0.00056895986,0.00018102254],"category_scores_gemma":[0.000056198136,0.0008203034,0.00024740183,0.00064490706,0.0026214255,0.001434552,0.001359431,0.0015613639,0.00017455591],"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":[0.0003983867,0.0001015247,0.00010034377,0.00017667544,0.0005356465,0.0010806835,0.003725525,0.0000017004043,0.0000101364285,0.5996087,0.3941899,0.00007078763],"study_design_scores_gemma":[0.0016814002,0.00022022486,0.00003887548,0.00070995407,0.00027165693,0.0000069552566,0.009076656,0.000013131422,0.000018511048,0.00011440552,0.9869674,0.0008808248],"about_ca_topic_score_codex":0.018444872,"about_ca_topic_score_gemma":0.027549738,"teacher_disagreement_score":0.5994943,"about_ca_system_score_codex":0.0009344299,"about_ca_system_score_gemma":0.00063911505,"threshold_uncertainty_score":0.99942476},"labels":[],"label_agreement":null},{"id":"W2607662805","doi":"","title":"Lenticular galaxies: The polyvalent aesthetics of data visualization","year":2010,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Cultural studies; Aesthetics; Critical theory; Sociology; Media theory; Art; Anthropology; Epistemology; Philosophy; Media studies","score_opus":0.09828604068910678,"score_gpt":0.35716206908318987,"score_spread":0.2588760283940831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607662805","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09556488,0.00007230186,0.23427616,0.0034289446,0.00092751946,0.0016581953,0.00013869442,0.00025657628,0.66367674],"genre_scores_gemma":[0.91772246,0.0003029185,0.003983123,0.000046902314,0.00006787776,1.8289339e-7,0.00013042727,0.0000212513,0.077724844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711585,0.0007353024,0.00019998604,0.0006487666,0.0009148625,0.00038521207],"domain_scores_gemma":[0.9961826,0.00015438562,0.00019523971,0.0025089434,0.0007376806,0.00022113607],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0014531679,0.00015438376,0.00020850963,0.00044486253,0.0012346598,0.00045564293,0.009716983,0.00013750362,0.0000030389747],"category_scores_gemma":[0.000093455135,0.00014792432,0.00007374428,0.0019991675,0.0007204524,0.0027262329,0.0040967828,0.00050172425,0.000024435492],"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":[0.00002885757,0.0001761593,0.0023937365,0.00001819004,0.000047792953,0.00010305049,0.00036044995,0.000016146665,0.0016482103,0.99318874,0.00152868,0.00048999826],"study_design_scores_gemma":[0.0012021668,0.00021453327,0.0047169677,0.00007205882,0.00007745494,0.000039728115,0.0022517827,0.06354261,0.0038977505,0.0002395617,0.9233554,0.00038999115],"about_ca_topic_score_codex":0.0006815275,"about_ca_topic_score_gemma":0.00024275263,"teacher_disagreement_score":0.9929492,"about_ca_system_score_codex":0.0001202778,"about_ca_system_score_gemma":0.0006321434,"threshold_uncertainty_score":0.99564093},"labels":[],"label_agreement":null},{"id":"W2608519800","doi":"","title":"Arcades as Intérieur: The Production of Distance in Sophie Calle and Janet Cardiff","year":2010,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Walter Benjamin Studies Compilation","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":"Miller; Narrative; TRACE (psycholinguistics); Art history; George (robot); Skepticism; Art; Sign (mathematics); Order (exchange); Sculpture; History; Visual arts; Philosophy; Literature; Epistemology","score_opus":0.05849486740587371,"score_gpt":0.28682198322717767,"score_spread":0.22832711582130397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608519800","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41248426,0.00013617561,0.0000012365488,0.00028049242,0.00056330074,0.00073972734,0.000023945251,0.000017645727,0.5857532],"genre_scores_gemma":[0.6172506,0.0003383854,0.000019458608,0.000003851572,0.00017646227,0.0000011075697,0.00008124393,0.000019162668,0.3821097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748635,0.00061016687,0.00023585006,0.0006546219,0.0006302488,0.00038274244],"domain_scores_gemma":[0.9981215,0.00022175032,0.00027681244,0.00055727636,0.0007164884,0.000106182655],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006236988,0.0002636508,0.00043162145,0.00064044923,0.0019278605,0.0002361707,0.0011721748,0.00024301553,0.000006527573],"category_scores_gemma":[0.00009783416,0.00025971723,0.00009543608,0.00038177532,0.0013120181,0.0007629932,0.00039130027,0.0013626956,0.000009848282],"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":[0.000774887,0.00008649663,0.0009640329,0.00016329488,0.00011826841,0.00014163165,0.022512272,0.000006390584,0.00055338483,0.97312117,0.00078812183,0.0007700529],"study_design_scores_gemma":[0.00082129723,0.0002715089,0.014989896,0.00046991336,0.00014272185,0.000009628085,0.104630046,0.00003308008,0.00090320193,0.0009121802,0.8763246,0.00049191463],"about_ca_topic_score_codex":0.009422435,"about_ca_topic_score_gemma":0.06485339,"teacher_disagreement_score":0.972209,"about_ca_system_score_codex":0.0003633531,"about_ca_system_score_gemma":0.00042951066,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W2610181902","doi":"","title":"Rupture: an autobiography in earthquakes","year":2011,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Autobiographical and Biographical Writing","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":"Ontario College of Art and Design","funders":"","keywords":"Recall; Contemplation; Snapshot (computer storage); Biography; History; Visual arts; Politics; Quake (natural phenomenon); Psychology; Engineering; Seismology; Geology; Art history; Art; Computer science; Cognitive psychology; Law; Political science","score_opus":0.0884205323358,"score_gpt":0.28188783057329814,"score_spread":0.19346729823749814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610181902","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26830727,0.00015716415,0.0000011874401,0.000070928654,0.00040926458,0.0007669636,0.000085794076,0.00013436624,0.7300671],"genre_scores_gemma":[0.55760723,0.00041168506,0.000073367155,0.000031207375,0.00025521748,0.0000016470386,0.0005700179,0.00005544759,0.4409942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950419,0.0012692087,0.0003959088,0.0013316504,0.000864092,0.0010972554],"domain_scores_gemma":[0.9973668,0.00015913857,0.0002910135,0.00078068353,0.0008305113,0.00057188043],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008702045,0.00055899617,0.0007273453,0.004082459,0.002814379,0.0007968873,0.003091987,0.0008329713,0.00006456437],"category_scores_gemma":[0.000022793869,0.0006123499,0.00055388245,0.0021048342,0.0015191203,0.0018240954,0.00034300663,0.0024298243,0.000056524503],"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":[0.0010342662,0.00062656304,0.0026254717,0.00012016892,0.00019485744,0.0014398836,0.0056602717,5.6763656e-7,0.00020086297,0.9861173,0.00051181164,0.0014679804],"study_design_scores_gemma":[0.001543442,0.00089327915,0.017180493,0.00061692775,0.00017886053,0.0000068058816,0.056382965,0.000021907128,0.0002154807,0.0015569149,0.9201952,0.0012077179],"about_ca_topic_score_codex":0.028369784,"about_ca_topic_score_gemma":0.07919374,"teacher_disagreement_score":0.9845604,"about_ca_system_score_codex":0.000197223,"about_ca_system_score_gemma":0.00045041158,"threshold_uncertainty_score":0.9998716},"labels":[],"label_agreement":null},{"id":"W2610399324","doi":"","title":"Death Management: A Cultural Exploration in Contemporary Canada","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Context (archaeology); Mythology; Perspective (graphical); Sociology; Aesthetics; Variety (cybernetics); Environmental ethics; Social science; History; Public relations; Political science; Art; Archaeology; Visual arts","score_opus":0.1934480430019649,"score_gpt":0.3757717260506985,"score_spread":0.1823236830487336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610399324","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020953638,0.0002583393,0.000011651617,0.00022708664,0.0007942627,0.002127885,0.00018917806,0.000089701854,0.99420655],"genre_scores_gemma":[0.030387368,0.00026150772,0.00007043032,0.000058523277,0.00011856098,0.0000028030372,0.00040107733,0.00012055204,0.9685792],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953539,0.0015428053,0.0002519841,0.0010358907,0.0009390621,0.0008763642],"domain_scores_gemma":[0.99797606,0.000052454845,0.00026730445,0.00084362604,0.0002436936,0.0006168696],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006871133,0.00039879512,0.0005343579,0.0011961996,0.00055451435,0.000113592716,0.0018520253,0.00044565846,0.000046767524],"category_scores_gemma":[0.0000068642426,0.00047667886,0.00007969328,0.0012099721,0.00027689058,0.000687067,0.00072489737,0.00094794325,0.00014196982],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049708,0.00019167773,0.0012418649,0.000115952054,0.00018839996,0.006269913,0.00061999407,0.0000010027812,0.000003904984,0.5245376,0.4662218,0.00011074751],"study_design_scores_gemma":[0.0035351044,0.00021724356,0.0010057687,0.00043976525,0.000043980497,0.000013508856,0.029851677,0.0000037203351,0.00000908065,0.00003354355,0.9643985,0.00044809334],"about_ca_topic_score_codex":0.8585225,"about_ca_topic_score_gemma":0.6640025,"teacher_disagreement_score":0.5245041,"about_ca_system_score_codex":0.003962663,"about_ca_system_score_gemma":0.0024478154,"threshold_uncertainty_score":0.99986094},"labels":[],"label_agreement":null},{"id":"W2610625033","doi":"","title":"Rev of Milk and Melancholy by Kenneth Hayes","year":2010,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Philosophy; Environmental ethics","score_opus":0.045100705337501525,"score_gpt":0.26611232931266515,"score_spread":0.22101162397516363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610625033","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44797492,0.000050065923,0.0000029844582,0.00023298642,0.00015009614,0.0002338055,0.00005920158,0.000017653705,0.5512783],"genre_scores_gemma":[0.6717066,0.000207145,0.0000453669,0.000013204379,0.00007304549,1.5745299e-7,0.000011067811,0.000010768022,0.32793263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981438,0.00041587598,0.00015409385,0.00045202844,0.0004365539,0.00039765393],"domain_scores_gemma":[0.998413,0.00014793928,0.0001251484,0.00041540668,0.00061691407,0.00028153887],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00066252856,0.00016753456,0.0002925786,0.00037159625,0.0017693288,0.00032121586,0.0010556729,0.00014287392,0.000049138445],"category_scores_gemma":[0.000041222676,0.00018576538,0.00008345757,0.00024485873,0.0016492041,0.0010462956,0.0005264998,0.0007450361,0.000019979669],"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":[0.00018014731,0.00013991329,0.0019999733,0.000035234734,0.0000860091,0.00013669723,0.0014347978,3.6810158e-7,0.019638576,0.9631654,0.012834191,0.0003486961],"study_design_scores_gemma":[0.00093612925,0.00023802859,0.0019149227,0.00003948911,0.000039038892,0.0000053757108,0.003110615,0.000034897155,0.0043815663,0.00029640878,0.988774,0.00022950661],"about_ca_topic_score_codex":0.009549821,"about_ca_topic_score_gemma":0.0121309655,"teacher_disagreement_score":0.9759398,"about_ca_system_score_codex":0.000118057054,"about_ca_system_score_gemma":0.00024917987,"threshold_uncertainty_score":0.99953026},"labels":[],"label_agreement":null},{"id":"W2610834974","doi":"","title":"Adel Abdessemed: The Future of Décor [Exhibition Catalogue]","year":2010,"lang":"fr","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Arts Council; Toronto Arts Council; TD Bank","keywords":"Exhibition; Art history; Art; History","score_opus":0.05688994495158728,"score_gpt":0.27354241568205995,"score_spread":0.21665247073047267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610834974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041869756,0.0003915513,0.000013172548,0.002035941,0.002285019,0.001794742,0.0012754953,0.00004356103,0.95029074],"genre_scores_gemma":[0.076585576,0.001720567,0.00003844888,0.00003741581,0.0016102453,0.0000010851893,0.0004117522,0.00006173496,0.9195332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.993616,0.0021862686,0.0005093056,0.0011494089,0.001476207,0.001062823],"domain_scores_gemma":[0.9939528,0.00056597433,0.0007137643,0.0014924649,0.0027316667,0.0005433149],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0018106494,0.0006552082,0.0009087298,0.0010420437,0.008659427,0.00084401446,0.004631228,0.0011286164,0.00011891288],"category_scores_gemma":[0.00004713563,0.000651844,0.00058541185,0.0006502498,0.007579217,0.0017783786,0.0019048564,0.0041436986,0.00019791839],"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":[0.0005996831,0.00043088637,0.00026801357,0.0003326045,0.0004984192,0.0011451181,0.0020742565,0.0000071938107,0.0010000761,0.9656031,0.02720167,0.0008389728],"study_design_scores_gemma":[0.0012713982,0.0005249143,0.0011187714,0.00049028517,0.00037861097,0.000029740615,0.011529978,0.000049011676,0.00065734924,0.0008879901,0.9823967,0.0006652134],"about_ca_topic_score_codex":0.02513832,"about_ca_topic_score_gemma":0.07803046,"teacher_disagreement_score":0.9647151,"about_ca_system_score_codex":0.0017335687,"about_ca_system_score_gemma":0.0036064058,"threshold_uncertainty_score":0.99959326},"labels":[],"label_agreement":null},{"id":"W2610882339","doi":"","title":"The Limitless Institute: The Human Accelerator","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"University Challenges and Reforms","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":"Ontario College of Art and Design","funders":"","keywords":"Suite; Modular design; Higher education; Curriculum; Engineering ethics; Engineering management; Computer science; Political science; Engineering; Public relations; Law","score_opus":0.18366872486812144,"score_gpt":0.38100976020739913,"score_spread":0.1973410353392777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610882339","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008070254,0.00039475437,0.000005216549,0.0033613895,0.0007444171,0.0014661005,0.000052204035,0.0001946492,0.9929742],"genre_scores_gemma":[0.0052888785,0.0033287439,0.000021618253,0.00002711054,0.0007073111,5.2798185e-7,0.000028463624,0.000109794215,0.9904876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940376,0.002125312,0.00017199494,0.0007969736,0.0017366632,0.0011314504],"domain_scores_gemma":[0.99693024,0.00020536828,0.00030473337,0.0010792225,0.00079634826,0.0006841035],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.0023047572,0.00037838283,0.00043847557,0.000610231,0.013893616,0.00088433694,0.008068201,0.00084355153,0.000025525336],"category_scores_gemma":[0.0000659024,0.00027910678,0.0002279836,0.0017011149,0.0052807895,0.000950254,0.001981133,0.0017390654,0.00019308536],"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":[0.00006896379,0.000072715666,0.00004628553,0.000013510054,0.00018850398,0.000485879,0.0022684385,0.0000012014071,0.00001132024,0.70214605,0.2942547,0.00044241792],"study_design_scores_gemma":[0.00082703197,0.000097208096,0.000063422776,0.00012321497,0.00008044756,0.0000039879974,0.052535307,0.0000024068813,0.000006763309,0.000111359805,0.9457626,0.00038629054],"about_ca_topic_score_codex":0.055700783,"about_ca_topic_score_gemma":0.10915293,"teacher_disagreement_score":0.7020347,"about_ca_system_score_codex":0.0021125653,"about_ca_system_score_gemma":0.0032838387,"threshold_uncertainty_score":0.9999661},"labels":[],"label_agreement":null},{"id":"W2610909025","doi":"","title":"Nell Tenhaaf: Fit/Unfit, Robert Mclaughlin Gallery, Oshawa","year":2003,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Race, Genetics, and Society","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":"Narrative; Illusion; Data science; Computer science; Art; Biology; Literature","score_opus":0.03753676415566088,"score_gpt":0.28315575669076704,"score_spread":0.24561899253510616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610909025","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30328187,0.00020720373,0.00046052207,0.00021170985,0.00022089908,0.0005462134,0.000022349146,0.000030078398,0.6950191],"genre_scores_gemma":[0.5275608,0.00095869624,0.00094033877,0.00008332562,0.00014255269,6.8406916e-7,0.000050529692,0.000039403352,0.4702237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591416,0.0011921969,0.0002196821,0.0011435742,0.0005981028,0.0009323068],"domain_scores_gemma":[0.9973975,0.00006748439,0.00013204638,0.0011692157,0.000668863,0.000564888],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000978041,0.00033772903,0.0003486609,0.00025155296,0.0018597492,0.00020774477,0.0019548822,0.00056446856,0.000010852766],"category_scores_gemma":[0.00011283036,0.0004159352,0.00030220917,0.000712311,0.00081573776,0.000074604315,0.0008163123,0.00066672626,0.00007780411],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089194893,0.000689539,0.009371815,0.000067894696,0.0005343603,0.0008997702,0.0007191514,0.00039219658,0.17444868,0.76970834,0.04182263,0.00045367726],"study_design_scores_gemma":[0.0019774227,0.0004841749,0.002058607,0.000034252265,0.000053491123,0.00004125969,0.0044175605,0.000066217974,0.033950184,0.000068163754,0.9562987,0.000549934],"about_ca_topic_score_codex":0.0008633143,"about_ca_topic_score_gemma":0.00049634924,"teacher_disagreement_score":0.9144761,"about_ca_system_score_codex":0.00036671443,"about_ca_system_score_gemma":0.0009943694,"threshold_uncertainty_score":0.99982923},"labels":[],"label_agreement":null},{"id":"W2610915057","doi":"","title":"Donald A. Stuart - Doors from the Past.","year":2008,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"History of Medical Practice","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":"Ontario College of Art and Design","funders":"","keywords":"Doors; History; Computer science","score_opus":0.11680092857517799,"score_gpt":0.3202994493282994,"score_spread":0.20349852075312141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610915057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33000186,0.0001139254,0.000092628485,0.008183986,0.00023264078,0.0007531523,0.000017455432,0.00008455782,0.6605198],"genre_scores_gemma":[0.49045354,0.00033735594,0.0006218648,0.00047715,0.00040309556,5.372856e-7,0.000039774986,0.000033479737,0.5076332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946237,0.0017521657,0.00022670437,0.000855239,0.0017978319,0.00074432173],"domain_scores_gemma":[0.99574053,0.0012710757,0.00016404122,0.0012399184,0.00068051886,0.00090392586],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012455735,0.0002742723,0.00047353024,0.00040078387,0.0037049775,0.00008358768,0.0023073829,0.0003206393,0.000044823377],"category_scores_gemma":[0.00037851906,0.00025592066,0.0002264798,0.0013966488,0.0023879672,0.0011739932,0.0008773494,0.0021383099,0.000514815],"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":[0.0062009417,0.0011391059,0.051687177,0.00005009132,0.0008018617,0.037414238,0.0035687059,0.000012069447,0.0042819935,0.6208026,0.27277747,0.0012637451],"study_design_scores_gemma":[0.0032337452,0.0005252785,0.03563542,0.000105769686,0.00019220423,0.00026573575,0.0048237173,0.00004514893,0.00021517725,0.000019685482,0.9546709,0.00026720064],"about_ca_topic_score_codex":0.0097126495,"about_ca_topic_score_gemma":0.00040140093,"teacher_disagreement_score":0.68189347,"about_ca_system_score_codex":0.0015404286,"about_ca_system_score_gemma":0.0016680455,"threshold_uncertainty_score":0.99998933},"labels":[],"label_agreement":null},{"id":"W2611037965","doi":"","title":"What Collaborative Habits Can Empower Individuals for the Changing 21st Century of Work?","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Team Dynamics and Performance","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":"Ontario College of Art and Design","funders":"","keywords":"Workforce; Work (physics); Psychology; Public relations; Set (abstract data type); Knowledge management; Political science; Engineering; Computer science","score_opus":0.053850688334180344,"score_gpt":0.33760102397779057,"score_spread":0.28375033564361024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611037965","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002211585,0.0017647087,0.00003616988,0.00058691046,0.0020318665,0.002764866,0.00089604914,0.00006910361,0.98963875],"genre_scores_gemma":[0.009301782,0.0018988524,0.00014122853,0.00003137353,0.0002360739,0.000003992716,0.00017045366,0.00016901283,0.98804724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962598,0.0009570707,0.00022494396,0.0008348156,0.00078509946,0.00093823223],"domain_scores_gemma":[0.9966569,0.0004058719,0.0004930314,0.0011571832,0.0009525537,0.00033446186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014084199,0.00040175224,0.000631314,0.0015538052,0.0010802151,0.0002692704,0.003101793,0.00069596124,0.00005114508],"category_scores_gemma":[0.00003369254,0.00039508354,0.00017853247,0.0028429553,0.0009456694,0.0005317447,0.0010273273,0.00095204444,0.000042775973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007766393,0.0002028563,0.0015916021,0.000081017155,0.0010269083,0.00018316328,0.010006931,0.000008516267,0.000010865172,0.74405825,0.24082962,0.0012236456],"study_design_scores_gemma":[0.0017525975,0.0002888628,0.00043876702,0.00046533064,0.00015011508,0.000005671358,0.069250755,0.000013503745,0.000014757576,0.000012235818,0.9272142,0.00039319374],"about_ca_topic_score_codex":0.0025328654,"about_ca_topic_score_gemma":0.0020287498,"teacher_disagreement_score":0.744046,"about_ca_system_score_codex":0.0006791996,"about_ca_system_score_gemma":0.0012227986,"threshold_uncertainty_score":0.9998501},"labels":[],"label_agreement":null},{"id":"W2611215937","doi":"","title":"Online Information Session: an Alternative Channel for Information Flow between Canadian Universities and Prospective Students","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); China; Social media; Channel (broadcasting); Medical education; Public relations; Psychology; Political science; Advertising; Business; Computer science; Medicine","score_opus":0.08237977671548598,"score_gpt":0.37771490374095534,"score_spread":0.2953351270254694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611215937","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006213244,0.00003273412,0.00011245329,0.00051760796,0.00037324085,0.001956263,0.0016839143,0.00008576845,0.98902476],"genre_scores_gemma":[0.0613568,0.00060732197,0.00022764583,0.000030616502,0.000599724,0.0000013678757,0.0016351629,0.000044342716,0.935497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970278,0.0006149765,0.00016555325,0.00035722074,0.0012678753,0.0005665575],"domain_scores_gemma":[0.997006,0.00010384303,0.00026920426,0.00021116977,0.0017055097,0.0007042934],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010422844,0.00025734905,0.00034597202,0.0017801627,0.0022732413,0.0006045987,0.0018414491,0.00049926835,0.000007672997],"category_scores_gemma":[0.000055780856,0.00031420184,0.000070744936,0.00059587136,0.00054735225,0.004745756,0.00051052286,0.00048900116,0.000029876159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005303534,0.00013424338,0.0013482044,0.00008210783,0.0005513814,0.00009226883,0.08865461,0.000033994314,3.8676703e-7,0.84875375,0.05863057,0.0011881117],"study_design_scores_gemma":[0.0014292155,0.00020411305,0.00052654964,0.00013001081,0.000052193092,6.6978765e-7,0.24334185,0.00005994344,0.0000023261487,0.000108076,0.7538678,0.00027727624],"about_ca_topic_score_codex":0.44913396,"about_ca_topic_score_gemma":0.3489138,"teacher_disagreement_score":0.8486457,"about_ca_system_score_codex":0.003958995,"about_ca_system_score_gemma":0.002741615,"threshold_uncertainty_score":0.999931},"labels":[],"label_agreement":null},{"id":"W2611341186","doi":"","title":"Review of The Cultural Work of Photography in Canada","year":2013,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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":"Photography; Work (physics); Visual arts; Art; Engineering","score_opus":0.058558871384336506,"score_gpt":0.2503121668310043,"score_spread":0.1917532954466678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611341186","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4692519,0.00026463778,1.2463941e-7,0.00029373297,0.00010443753,0.00053020875,0.000015585358,0.0000030524243,0.5295363],"genre_scores_gemma":[0.9324104,0.0011317834,0.0000065104155,0.000054406955,0.000018381255,4.5355398e-7,0.000003025049,0.0000054926527,0.06636955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981511,0.00066449697,0.00019806961,0.00023202578,0.00046354844,0.00029071627],"domain_scores_gemma":[0.9983878,0.00009099961,0.00016874437,0.0003816829,0.0008614924,0.0001092506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000356306,0.000113699825,0.00028674828,0.00021080275,0.00060192135,0.00006571793,0.0014007258,0.0000414642,0.0000622428],"category_scores_gemma":[0.000029751274,0.00009632855,0.00012519173,0.00078664324,0.0007368216,0.00061416964,0.0004425835,0.0003646049,0.000005533359],"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":[0.000051632214,0.00008308009,0.034127384,0.00042100102,0.0000697546,0.0000401836,0.0009566465,0.000002653885,0.00036619446,0.9501496,0.013558493,0.00017340212],"study_design_scores_gemma":[0.0008124551,0.00009490546,0.059549943,0.0032814094,0.000048388716,0.0000016819614,0.01594064,0.000011496608,0.0013514111,0.0000992014,0.91854393,0.00026451374],"about_ca_topic_score_codex":0.929141,"about_ca_topic_score_gemma":0.8905373,"teacher_disagreement_score":0.95005035,"about_ca_system_score_codex":0.0005688373,"about_ca_system_score_gemma":0.0012106121,"threshold_uncertainty_score":0.4629553},"labels":[],"label_agreement":null},{"id":"W2611635036","doi":"","title":"A physicist’s take on Pope Francis’ Encyclical Laudato si’: An ecumenical approach to a dialogue of science and religion","year":2016,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Encyclical; Theology; Philosophy","score_opus":0.07826124034208135,"score_gpt":0.2900251366419785,"score_spread":0.21176389629989714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611635036","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4744677,0.0000031519855,0.000036811653,0.00032045197,0.000073116884,0.00038378753,0.000031370044,0.000019002582,0.5246646],"genre_scores_gemma":[0.94635993,0.00003151143,0.00008279538,0.000053473963,0.000094697534,6.7958536e-7,0.00000400237,0.000011931837,0.05336099],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970273,0.00053881266,0.0001684348,0.0007841022,0.00095839973,0.00052294304],"domain_scores_gemma":[0.997648,0.00015741256,0.00009367944,0.0005764459,0.000990662,0.0005337745],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0011372814,0.00018218254,0.00031182813,0.00067039527,0.0021164417,0.00029451598,0.0015402188,0.000097389755,0.0000053202066],"category_scores_gemma":[0.00012686859,0.00015872352,0.000072326766,0.0006081898,0.0033908135,0.0015025462,0.0007555951,0.00031581483,0.00003252115],"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":[0.00056805724,0.00045208487,0.0005889172,0.000014326467,0.000029582754,0.00007588355,0.002519392,0.0000016826032,0.015050512,0.97895086,0.00088283146,0.00086586433],"study_design_scores_gemma":[0.0035109248,0.0032493535,0.00965391,0.00025909278,0.00007695079,0.00001126224,0.009060268,0.00019887293,0.010702017,0.0014958043,0.9609181,0.00086342625],"about_ca_topic_score_codex":0.003521089,"about_ca_topic_score_gemma":0.0020005193,"teacher_disagreement_score":0.9774551,"about_ca_system_score_codex":0.00052049884,"about_ca_system_score_gemma":0.00048170134,"threshold_uncertainty_score":0.9993214},"labels":[],"label_agreement":null},{"id":"W2611957146","doi":"","title":"Creating a Vision for the Dorothy H. Hoover Library","year":2008,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Transformational leadership; Library science; Sociology; Media studies; Management; Set (abstract data type); Political science; Visual arts; Art; Public relations; Law; Computer science","score_opus":0.07405531752849702,"score_gpt":0.34214084871039935,"score_spread":0.2680855311819023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611957146","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035397478,0.00016122978,0.00010884432,0.0023896317,0.00035786768,0.0020567146,0.000075368895,0.00019629019,0.99430007],"genre_scores_gemma":[0.0031590203,0.0017834374,0.0005891013,0.00007356944,0.0006025386,0.0000013343596,0.00004241365,0.000091726004,0.9936569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99613315,0.0011508703,0.00014737232,0.0007778461,0.001052025,0.00073875557],"domain_scores_gemma":[0.99788654,0.0006787381,0.00024640327,0.0006393251,0.00015469294,0.00039430897],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00081003277,0.0002500274,0.0003085512,0.0006229648,0.0065616127,0.00085741084,0.0037429505,0.0005037149,0.00006640071],"category_scores_gemma":[0.00008459102,0.00023833434,0.00022043691,0.0016015259,0.0019127834,0.0033817126,0.00067067106,0.00062053633,0.000072036324],"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":[0.00014799809,0.000060213355,0.00051226205,0.000017490793,0.000055397923,0.00021205172,0.0012690986,0.0000017072864,0.000023720544,0.68711245,0.3100756,0.00051200815],"study_design_scores_gemma":[0.0006135083,0.00019550086,0.0003029595,0.0001641115,0.000038698676,0.00000364377,0.010828864,0.00005010328,0.00004716421,0.0000712011,0.9873828,0.00030139158],"about_ca_topic_score_codex":0.011046569,"about_ca_topic_score_gemma":0.0022829168,"teacher_disagreement_score":0.6870412,"about_ca_system_score_codex":0.0003453439,"about_ca_system_score_gemma":0.003119033,"threshold_uncertainty_score":0.99553895},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2612211012","doi":"","title":"E-Tower and Public Space:Transforming space through reactive architecture and personal mobile devices","year":2011,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Architecture and Computational 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":"National Museum of Fine Arts of Quebec","funders":"","keywords":"Architecture; Space (punctuation); Public space; Tower; Personal space; Computer science; Internet privacy; Engineering; Architectural engineering; Psychology; Visual arts; Art; Social psychology","score_opus":0.029408008692177415,"score_gpt":0.24035180025335895,"score_spread":0.21094379156118154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612211012","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006409579,0.0010897736,0.004500841,0.00012171597,0.000118684606,0.0010243973,0.00006458753,0.00024220366,0.9864282],"genre_scores_gemma":[0.12941942,0.0014199859,0.0027659652,0.000022084141,0.00020268945,0.0000025882305,0.000049031412,0.00027359455,0.86584467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761266,0.00034169355,0.00011776762,0.00075822294,0.0005197567,0.0006499056],"domain_scores_gemma":[0.9988665,0.0001842291,0.00008690841,0.00033141443,0.00015103948,0.00037989308],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022558791,0.0004442484,0.00046545686,0.0009154911,0.00076968526,0.00021092263,0.00086410425,0.0004870104,0.000030267309],"category_scores_gemma":[0.00000917511,0.0005029513,0.000103460974,0.0006537304,0.00070010085,0.00066128065,0.0004321971,0.0012261297,0.000015565503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003984251,0.00011665087,0.00062108453,0.0004203253,0.0011035019,0.0016720834,0.007016764,0.00014460551,0.0007286856,0.9633445,0.019457482,0.0049759075],"study_design_scores_gemma":[0.00079820974,0.00021453781,0.0002220716,0.00028093092,0.00010035008,0.000098606106,0.004088617,0.00020882697,0.00018328514,0.00026111567,0.9929397,0.0006037626],"about_ca_topic_score_codex":0.0023846056,"about_ca_topic_score_gemma":0.0012157691,"teacher_disagreement_score":0.9734822,"about_ca_system_score_codex":0.0003242826,"about_ca_system_score_gemma":0.00029982533,"threshold_uncertainty_score":0.9997422},"labels":[],"label_agreement":null},{"id":"W2612252626","doi":"","title":"Aspects of light: Colour, light and space/form/time","year":2011,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Architecture and Computational 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":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Ephemeral key; Natural (archaeology); Space (punctuation); Optics; Architectural engineering; Physics; Computer science; Geography; Engineering; Ecology; Biology; Archaeology","score_opus":0.018184350782474462,"score_gpt":0.2154872650391837,"score_spread":0.19730291425670923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612252626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010662421,0.00030814338,0.00041524653,0.00008654227,0.00014032888,0.0007017748,0.000032054984,0.00021047356,0.9970392],"genre_scores_gemma":[0.020986758,0.0003339764,0.000703786,0.00000503673,0.000101335936,3.7301035e-7,0.00001699015,0.00017313834,0.9776786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800235,0.00032458254,0.00014970209,0.0005215431,0.0005133918,0.0004884394],"domain_scores_gemma":[0.99876463,0.00009715734,0.00012389073,0.00050165574,0.000181319,0.00033134976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024534718,0.00034424657,0.00052621803,0.001305716,0.0003800565,0.00006663266,0.0013356719,0.00046430604,0.000038044604],"category_scores_gemma":[0.000009952095,0.00040493623,0.000121335164,0.00077447563,0.00027035357,0.0002873066,0.0005439627,0.0007164267,0.00012917635],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018533615,0.00008593713,0.00005672721,0.00019763409,0.00046702343,0.0010916147,0.0005390233,0.000053213844,0.0021084622,0.91739976,0.077432856,0.0003824348],"study_design_scores_gemma":[0.0009386836,0.00026721638,0.00021256351,0.0003248701,0.00010313046,0.000033223805,0.00029883502,0.0002099805,0.0024156722,0.00038478588,0.99434036,0.0004707047],"about_ca_topic_score_codex":0.0007814674,"about_ca_topic_score_gemma":0.00024993753,"teacher_disagreement_score":0.91701496,"about_ca_system_score_codex":0.00031833502,"about_ca_system_score_gemma":0.00033045642,"threshold_uncertainty_score":0.99984026},"labels":[],"label_agreement":null},{"id":"W2612398528","doi":"","title":"Sea Change: Artworks from the Perspective of a Transracial Adoptee","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appropriation; Identity (music); Perspective (graphical); Inclusion (mineral); Sociology; Construct (python library); Craft; Aesthetics; Gender studies; Psychology; Visual arts; Art; Epistemology; Computer science","score_opus":0.13509793857759853,"score_gpt":0.37924238959663503,"score_spread":0.2441444510190365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612398528","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060998607,0.0006782849,0.0000052813434,0.0005412304,0.0009966874,0.0013288208,0.00046415802,0.00005317038,0.9349338],"genre_scores_gemma":[0.36796716,0.0011353173,0.00007133221,0.000051041163,0.0014985353,0.0000016534209,0.0006145347,0.000053120195,0.62860733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941201,0.0025038647,0.00021267719,0.0007463869,0.0016744278,0.00074253604],"domain_scores_gemma":[0.9953235,0.00039950546,0.0003218474,0.0006757335,0.0027481546,0.0005312859],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013098189,0.0003226712,0.0005569551,0.0004209519,0.0037989584,0.00024209514,0.0032737528,0.0008966336,0.00001632442],"category_scores_gemma":[0.00017256419,0.00034775157,0.00035718572,0.0013660049,0.0016224231,0.00089128216,0.0002008576,0.001642601,0.000029284114],"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":[0.0010421168,0.00013202117,0.00042780183,0.00002403399,0.0002286452,0.00030529854,0.11235177,0.0000024393803,0.00004075083,0.87324464,0.011740048,0.00046044492],"study_design_scores_gemma":[0.00068450865,0.00011235432,0.0012377317,0.00015359379,0.0002324852,0.0000010616485,0.31719327,0.0000054733277,0.00004585227,0.00052622176,0.67950445,0.0003029969],"about_ca_topic_score_codex":0.24657002,"about_ca_topic_score_gemma":0.17046197,"teacher_disagreement_score":0.8727184,"about_ca_system_score_codex":0.0035504636,"about_ca_system_score_gemma":0.004013157,"threshold_uncertainty_score":0.9998974},"labels":[],"label_agreement":null},{"id":"W2612532722","doi":"","title":"Charity Starts at Home","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":0,"is_retracted":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 relations; Empowerment; Scope (computer science); Perception; Face (sociological concept); Sociology; Focus group; Set (abstract data type); Political science; Marketing; Business; Psychology; Social science","score_opus":0.12476629413432935,"score_gpt":0.35569570217832397,"score_spread":0.23092940804399462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612532722","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004375512,0.00022429875,0.000013281382,0.00025332256,0.00080153643,0.0012580422,0.00016179057,0.00033615547,0.99257606],"genre_scores_gemma":[0.006215672,0.00056245,0.00014043192,0.000014126514,0.0005379045,5.045869e-7,0.00006479386,0.00016302727,0.9923011],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99357516,0.0021323333,0.00016737527,0.0010839903,0.0018011595,0.0012399576],"domain_scores_gemma":[0.9969438,0.0001444708,0.00023187802,0.00092898926,0.0006530412,0.0010978332],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001941769,0.00039087445,0.00060803205,0.0012507933,0.003307876,0.0003435013,0.0036968393,0.00091443537,0.00017090159],"category_scores_gemma":[0.00008467274,0.0005055096,0.00018903625,0.0017782002,0.0017312729,0.00083741895,0.0018556034,0.0011948671,0.0004962974],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002324151,0.000094467774,0.002360541,0.000050297658,0.00013972555,0.0013996531,0.0019155479,7.919118e-7,0.0001026531,0.6624737,0.33113757,0.00009268319],"study_design_scores_gemma":[0.00097057753,0.0001224043,0.00041668504,0.0002011279,0.00006207885,0.0000051060797,0.0068516135,0.000004809517,0.000037256585,0.00005222427,0.99069273,0.00058336806],"about_ca_topic_score_codex":0.12774193,"about_ca_topic_score_gemma":0.079225995,"teacher_disagreement_score":0.66242146,"about_ca_system_score_codex":0.0046683135,"about_ca_system_score_gemma":0.002706648,"threshold_uncertainty_score":0.99973965},"labels":[],"label_agreement":null},{"id":"W2612651376","doi":"","title":"Travelling Talismans: An Exhibition of Drawing, painting and sculpture","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Sculpture; Exhibition; Studio; Visual arts; Meaning (existential); Art; Identity (music); Painting; Poetry; Aesthetics; Literature; Psychology","score_opus":0.12805517247511206,"score_gpt":0.32433281192415025,"score_spread":0.1962776394490382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612651376","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2639478,0.00012951983,0.000015200954,0.00003768218,0.0002658851,0.0004926966,0.00008820987,0.000047376107,0.73497564],"genre_scores_gemma":[0.4526396,0.00017548286,0.00007879056,0.000012795426,0.00031733263,3.2568474e-7,0.0005376605,0.000038090497,0.5461999],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697965,0.00075121876,0.0002597962,0.00070474384,0.0007424214,0.0005621724],"domain_scores_gemma":[0.9973228,0.00009916402,0.00031463915,0.0004727726,0.0013873768,0.00040327513],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009373552,0.00032339725,0.00050438393,0.00082963664,0.0022638256,0.0004526638,0.0010352143,0.00040174698,0.000011661124],"category_scores_gemma":[0.000040064104,0.00039151448,0.00014788349,0.00004682886,0.00087081897,0.0016289513,0.00021498915,0.0009014364,0.000009723903],"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":[0.00033261985,0.00012581231,0.00006752406,0.00026779508,0.0001272148,0.00032586846,0.11146215,0.0000081848875,0.0004021406,0.88558227,0.000668541,0.00062987657],"study_design_scores_gemma":[0.0013462201,0.0004811457,0.00034369837,0.000727891,0.0002633352,0.000010831753,0.2861437,0.00030219092,0.00081238674,0.0013733291,0.7075371,0.00065813505],"about_ca_topic_score_codex":0.014057978,"about_ca_topic_score_gemma":0.029341392,"teacher_disagreement_score":0.8842089,"about_ca_system_score_codex":0.00043818253,"about_ca_system_score_gemma":0.0008027092,"threshold_uncertainty_score":0.9998537},"labels":[],"label_agreement":null},{"id":"W2612654639","doi":"","title":"Paradox in sculpture: Hypermodernity, nature, and digital medium","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative 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":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Sculpture; Art; Visual arts; Aesthetics; Computer graphics (images); Computer science","score_opus":0.04698187682325101,"score_gpt":0.26645127616785913,"score_spread":0.21946939934460813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612654639","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011647165,0.00026679426,0.000002442505,0.00029680834,0.00039639536,0.0009918005,0.00017236265,0.00008491761,0.9861413],"genre_scores_gemma":[0.08708487,0.00047289842,0.000012662289,0.0000276843,0.00026456054,7.4776204e-7,0.000058114198,0.00011568055,0.9119628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970132,0.00054786954,0.00018021154,0.0008674391,0.0007255514,0.00066568924],"domain_scores_gemma":[0.99848235,0.000120192344,0.00017112524,0.0005652947,0.00027987047,0.00038117275],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003715037,0.00039281443,0.00055749976,0.0013956821,0.0010923729,0.0013099108,0.001671136,0.0006618108,0.00015097347],"category_scores_gemma":[0.000035366524,0.00043089184,0.00012526974,0.00034963174,0.001549279,0.0012976651,0.0012064186,0.0018691056,0.00018579373],"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":[0.00008545568,0.00016449683,0.0013348568,0.00007727823,0.00015220566,0.0009677273,0.00067811244,4.00419e-7,0.00002204755,0.9031661,0.093105525,0.00024575117],"study_design_scores_gemma":[0.0010837715,0.00011951621,0.00097640004,0.00024020915,0.000041750252,0.000008709424,0.00301472,0.000035085617,0.000014552909,0.00024100844,0.99373204,0.0004922374],"about_ca_topic_score_codex":0.013874481,"about_ca_topic_score_gemma":0.027136322,"teacher_disagreement_score":0.90292513,"about_ca_system_score_codex":0.000493788,"about_ca_system_score_gemma":0.0004740404,"threshold_uncertainty_score":0.9998143},"labels":[],"label_agreement":null},{"id":"W2613223193","doi":"","title":"How Might the Evolution of Urban Agriculture Advance Sustainable Agriculture in the Future? (A foresight study looking at food security through the lens of urban rooftop agriculture and sustainable water management.)","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Urban Agriculture 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":"Food security; Food systems; Agriculture; Futures studies; Urban agriculture; Sustainable agriculture; Environmental planning; Business; Sustainable Agriculture Innovation Network; Natural resource economics; Environmental resource management; Population; Sustainability; Urbanization; Geography; Economics; Economic growth; Ecology","score_opus":0.012220153093634912,"score_gpt":0.20880116672071025,"score_spread":0.19658101362707533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613223193","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11373521,0.0053366236,0.000003922983,0.0037250656,0.00013057815,0.00842113,0.00014319696,0.00007604222,0.86842823],"genre_scores_gemma":[0.4132409,0.00021181483,0.0000067479373,0.000015704578,0.00024053962,0.000007758831,0.000095093135,0.0000093102635,0.5861721],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928265,0.0029303445,0.00033331953,0.0011102344,0.0014155976,0.0013840102],"domain_scores_gemma":[0.9970888,0.00023830328,0.00046834268,0.00065315905,0.0013850224,0.0001663674],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018532386,0.0006262779,0.0007495073,0.00015633255,0.002708136,0.00039234475,0.0037931292,0.0006789156,0.0000069963894],"category_scores_gemma":[0.00003992645,0.00019596654,0.0002758662,0.0030856372,0.0009092518,0.0011575787,0.002522813,0.0013500331,0.0000019011358],"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":[0.00046760926,0.00075040053,0.004811455,0.0003570103,0.0003777548,0.00061021466,0.008992727,0.0000084931435,0.000497469,0.66952914,0.31357,0.000027762626],"study_design_scores_gemma":[0.00064786966,0.00061799854,0.0060325046,0.00006870529,0.00018448096,0.000014443357,0.330194,5.7926724e-7,0.00013042567,0.00037682467,0.66141707,0.00031508773],"about_ca_topic_score_codex":0.0094393855,"about_ca_topic_score_gemma":0.030783983,"teacher_disagreement_score":0.6691523,"about_ca_system_score_codex":0.0015733365,"about_ca_system_score_gemma":0.00012637676,"threshold_uncertainty_score":0.99859023},"labels":[],"label_agreement":null},{"id":"W2613339219","doi":"","title":"Assimilation, Dissimilation: An inclusive, participant based installation to express Toronto's collective memory","year":2013,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiculturalism; Mainstream; Immigration; Insider; Gateway (web page); Media studies; Citizen journalism; Sociology; Collective memory; Gender studies; Public relations; Political science; Computer science; World Wide Web; Law; Pedagogy","score_opus":0.4692267310105571,"score_gpt":0.5650002497945967,"score_spread":0.09577351878403961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613339219","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20298652,0.00003938455,0.00048772272,0.00033771183,0.00046467924,0.0036376743,0.0000582503,0.00014738354,0.7918407],"genre_scores_gemma":[0.48205438,0.00006464433,0.0016560081,0.00004368342,0.00028333056,0.000022086937,0.00031176215,0.00007007034,0.51549405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9817406,0.011592039,0.00047371106,0.0015317287,0.0031115136,0.0015504293],"domain_scores_gemma":[0.99120116,0.0011363212,0.00044472885,0.0011141767,0.0040213927,0.0020822326],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0051428154,0.00051403,0.00076459843,0.0012009229,0.008365539,0.0010754712,0.0034440984,0.00094994536,0.00015138765],"category_scores_gemma":[0.0013747532,0.00066419283,0.00022061542,0.002790096,0.0008287279,0.0049936,0.000634,0.0012002424,0.0000826295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0038151622,0.0007739412,0.0017131732,0.000119738965,0.00030404268,0.00047054634,0.069084816,0.0009288748,0.006458071,0.90936726,0.004135544,0.0028288376],"study_design_scores_gemma":[0.0032901485,0.0015080696,0.056027684,0.00071708235,0.00040173976,0.0000013688569,0.28584096,0.0042791367,0.0065333946,0.0004464864,0.63883275,0.0021211887],"about_ca_topic_score_codex":0.045448884,"about_ca_topic_score_gemma":0.08766553,"teacher_disagreement_score":0.90892076,"about_ca_system_score_codex":0.009859726,"about_ca_system_score_gemma":0.012009962,"threshold_uncertainty_score":0.9999615},"labels":[],"label_agreement":null},{"id":"W2613681085","doi":"","title":"“Irradiated Mutants and Psychopathic Poems”: A Conversation with Michael Lista","year":2014,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poetry; Conversation; Art; CLARITY; Art history; Psychoanalysis; Literature; Psychology; Communication","score_opus":0.04438616629445213,"score_gpt":0.2572456197205034,"score_spread":0.21285945342605128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613681085","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18805423,0.000046589004,0.000039919698,0.0003559192,0.00030462982,0.000504154,0.000054910357,0.00008831131,0.81055135],"genre_scores_gemma":[0.8296548,0.00003841899,0.00011964674,0.000069138325,0.00017084452,3.700415e-7,0.00003474539,0.000021029087,0.16989098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973118,0.0007450563,0.00014018286,0.0006829122,0.00058655336,0.00053350406],"domain_scores_gemma":[0.99805915,0.000159604,0.00012681368,0.00055841147,0.0007544773,0.00034154035],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00060890516,0.0002519307,0.00030360548,0.00047721382,0.0022557077,0.00068713824,0.0010672623,0.0001870282,0.000014310341],"category_scores_gemma":[0.000044693817,0.0002633722,0.000058028523,0.00047379683,0.0015131568,0.001504708,0.00038297666,0.00069012446,0.00001888215],"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":[0.001018785,0.00008294684,0.0026724867,0.000037332684,0.000106285464,0.0003730603,0.010228584,0.0000032738703,0.00018440839,0.983508,0.001488642,0.0002962269],"study_design_scores_gemma":[0.0018168668,0.00055047637,0.0021412505,0.00012794422,0.000069082635,0.000035021847,0.014778485,0.00022481782,0.00006215982,0.00018477785,0.9796377,0.0003714557],"about_ca_topic_score_codex":0.002436945,"about_ca_topic_score_gemma":0.0017384622,"teacher_disagreement_score":0.9833232,"about_ca_system_score_codex":0.00048880064,"about_ca_system_score_gemma":0.0002617558,"threshold_uncertainty_score":0.9999818},"labels":[],"label_agreement":null},{"id":"W2613755130","doi":"","title":"Identity play in an artistic, interactive urban projection","year":2011,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Interactive and Immersive Displays","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":"York University; Ontario College of Art and Design","funders":"","keywords":"Identity (music); Mobile device; Projection (relational algebra); Perception; Internet privacy; Human–computer interaction; Computer science; Multimedia; Aesthetics; World Wide Web; Psychology; Art","score_opus":0.06367739865355533,"score_gpt":0.32988741184724113,"score_spread":0.2662100131936858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613755130","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016129472,0.000029022394,0.0095879,0.000044772245,0.00069588184,0.0012106542,0.00005106077,0.00009111036,0.98667663],"genre_scores_gemma":[0.040404223,0.00009147338,0.00084398774,0.000027783834,0.000120574005,0.0000016524648,0.00004611142,0.000110397945,0.9583538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99480754,0.0018893149,0.00022090822,0.0014917472,0.00076147856,0.0008290196],"domain_scores_gemma":[0.9972823,0.00012944182,0.00035396763,0.0012580097,0.00059746206,0.00037881598],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0006356727,0.00043333758,0.0005373494,0.0028373874,0.00074526167,0.0005568415,0.0056304536,0.00052276376,0.000038012033],"category_scores_gemma":[0.000049645296,0.00054059067,0.00017403999,0.0019277596,0.0004487505,0.0065068677,0.0019823997,0.001612197,0.0003036195],"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":[0.00046459548,0.0005218715,0.0016985082,0.00003908787,0.00016608466,0.0029186287,0.0017025525,0.0000014616362,0.0013335106,0.95638657,0.03455685,0.00021027046],"study_design_scores_gemma":[0.0023947514,0.0011496757,0.011074869,0.0007766165,0.00008503184,0.000060478036,0.0058520585,0.0006099972,0.0022886968,0.00021926861,0.97420865,0.0012798978],"about_ca_topic_score_codex":0.025913103,"about_ca_topic_score_gemma":0.009988786,"teacher_disagreement_score":0.9561673,"about_ca_system_score_codex":0.0018070886,"about_ca_system_score_gemma":0.0008580946,"threshold_uncertainty_score":0.99974954},"labels":[],"label_agreement":null},{"id":"W2613981285","doi":"","title":"Embedding Innovation: How Large Organizations Can Succeed at Innovation in the Long Term","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nature versus nurture; Knowledge management; Portfolio; Innovation management; Order (exchange); Business; Process (computing); Face (sociological concept); Term (time); Computer science; Sociology","score_opus":0.0970797384379607,"score_gpt":0.29575622822080433,"score_spread":0.19867648978284363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613981285","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0126717705,0.00003467955,0.00011167648,0.0041337796,0.0002972088,0.0011509092,0.000055380468,0.00014299303,0.9814016],"genre_scores_gemma":[0.16271257,0.000017455017,0.000028282398,0.00030899452,0.0015181048,7.5634387e-7,0.0014675304,0.00014603983,0.83380026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972975,0.00028002943,0.00021511753,0.00063721946,0.0009854612,0.0005846269],"domain_scores_gemma":[0.99679923,0.00007049737,0.00043155416,0.00057695643,0.002086248,0.000035489007],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013000903,0.00031618518,0.00032202134,0.0040165177,0.0013773771,0.00081518595,0.002080704,0.00042123912,0.000054957465],"category_scores_gemma":[0.00022734719,0.00033595087,0.000037563517,0.01747366,0.00025030482,0.0015398277,0.0010352847,0.0007788029,0.00013077591],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060810362,0.00011703404,0.020438198,0.00012698518,0.000064024,0.00053374114,0.0005065211,0.000005271846,0.00009929357,0.73684114,0.24117975,0.000027241853],"study_design_scores_gemma":[0.0014072832,0.000022003358,0.0043851924,0.00022000782,0.000069669004,0.000009012226,0.0075066467,0.00007162153,0.00002767353,0.00004793759,0.98579544,0.00043750383],"about_ca_topic_score_codex":0.0023365358,"about_ca_topic_score_gemma":0.009309775,"teacher_disagreement_score":0.7446157,"about_ca_system_score_codex":0.0010858205,"about_ca_system_score_gemma":0.000601775,"threshold_uncertainty_score":0.9999227},"labels":[],"label_agreement":null},{"id":"W2614823923","doi":"","title":"The Journey Home: An Examination of Hybridity and Place in the work of Brian Jungen","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","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":"Hybridity; Sculpture; Exhibition; Identity (music); Indigenous; Art; Sociology; Politics; Visual arts; Art history; Aesthetics; Humanities; Anthropology; Political science; Law","score_opus":0.11694800103512625,"score_gpt":0.2914558129759721,"score_spread":0.17450781194084586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614823923","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022017911,0.00029670366,0.000007413116,0.0001594133,0.00018916906,0.0006388501,0.00008339528,0.00001734688,0.9765898],"genre_scores_gemma":[0.27172497,0.0004227446,0.000012532587,0.000007230708,0.0001931522,2.5065162e-7,0.000018100085,0.000037273894,0.72758377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681515,0.0017209464,0.00017156167,0.00031147612,0.0005510082,0.00042987432],"domain_scores_gemma":[0.99839824,0.00030491763,0.00028466733,0.0006020863,0.00025318647,0.0001568884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015649982,0.00019112801,0.0003214081,0.0005444143,0.0011485699,0.0001837652,0.0016248715,0.00017878246,0.00001953786],"category_scores_gemma":[0.000026862237,0.00015877755,0.000078788544,0.000057607835,0.0019959616,0.0005229649,0.000423931,0.0005897319,0.0000054532397],"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":[0.00016098209,0.00016151993,0.00049059745,0.0000714749,0.000107854954,0.00007571426,0.03148202,0.0000012544909,0.000007699198,0.95044273,0.015925236,0.0010729175],"study_design_scores_gemma":[0.00061525777,0.00014331678,0.004286242,0.00015528427,0.00007780235,0.0000042996503,0.025933707,0.000013142366,0.000020966878,0.00006829336,0.96849906,0.00018264719],"about_ca_topic_score_codex":0.015021728,"about_ca_topic_score_gemma":0.04672517,"teacher_disagreement_score":0.9525738,"about_ca_system_score_codex":0.00022074787,"about_ca_system_score_gemma":0.0002942204,"threshold_uncertainty_score":0.99153733},"labels":[],"label_agreement":null},{"id":"W2617184442","doi":"","title":"Exploring Social Communication Culture of Indonesian Senior Immigrants","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Persona Design 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":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Indonesian; Persona; Social isolation; Immigration; Psychology; Multimedia; Applied psychology; Computer science; Linguistics; Human–computer interaction; Political science","score_opus":0.21672683655997826,"score_gpt":0.3232404860593036,"score_spread":0.10651364949932535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617184442","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061154756,0.00013395908,0.0022257676,0.00030513323,0.00008765907,0.00077840354,0.00007454663,0.00018338882,0.99559957],"genre_scores_gemma":[0.020922698,0.0005273627,0.004254625,0.000010929853,0.00009364827,0.0000020534294,0.00006741834,0.00007830141,0.97404295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664915,0.001105612,0.0001737877,0.0007149438,0.0008784916,0.00047803114],"domain_scores_gemma":[0.9973922,0.000066165805,0.0003189786,0.0013192842,0.00059107336,0.00031232156],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.00065168046,0.00027966825,0.0004616061,0.0010091192,0.0011164481,0.0002084432,0.006411871,0.00039998462,0.0000022012134],"category_scores_gemma":[0.000015232985,0.0003373657,0.000143779,0.0022117277,0.00056881085,0.0013059726,0.0017507006,0.00085344125,0.000055903536],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006446409,0.00016002433,0.000050512106,0.000046949684,0.00012208254,0.00012930922,0.00279596,0.0000011203857,0.0010053158,0.90099835,0.093765676,0.0008602512],"study_design_scores_gemma":[0.0009861565,0.00008518655,0.00032238924,0.00019197313,0.00004258338,0.000010369206,0.004927976,0.000072455674,0.00026191416,0.000058023255,0.9926668,0.00037421205],"about_ca_topic_score_codex":0.0058170804,"about_ca_topic_score_gemma":0.0006400932,"teacher_disagreement_score":0.9009403,"about_ca_system_score_codex":0.0006131966,"about_ca_system_score_gemma":0.00090899196,"threshold_uncertainty_score":0.99990785},"labels":[],"label_agreement":null},{"id":"W2617487248","doi":"","title":"Disabled Diving Dialogues: “Depth of me”","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scuba diving; Crew; Underwater; Aeronautics; Psychology; Engineering; History; Oceanography; Archaeology; Geology","score_opus":0.15264194228646508,"score_gpt":0.3750508621093866,"score_spread":0.22240891982292152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617487248","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00077197416,0.00007197796,0.00003731739,0.00038109353,0.00042446167,0.0012979164,0.00009590752,0.0001375531,0.9967818],"genre_scores_gemma":[0.02080741,0.00043156874,0.00014815923,0.0000045081383,0.00026639423,4.176363e-7,0.00008281006,0.00008892535,0.9781698],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99374706,0.0028516497,0.00022141305,0.00082080916,0.0016353171,0.0007237395],"domain_scores_gemma":[0.9971903,0.00028418127,0.0003427198,0.00082823716,0.0007610151,0.0005935372],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0018682091,0.00028126835,0.00060907844,0.00089367555,0.0015338762,0.00024179695,0.0029438478,0.0006578444,0.0000628932],"category_scores_gemma":[0.000191094,0.00029839255,0.00019953989,0.0017171851,0.0037751552,0.0008645266,0.0009026675,0.00065864203,0.00009422208],"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":[0.00016593267,0.00025550116,0.0014917109,0.000075870805,0.00018283718,0.00019632206,0.0034887623,0.000004480021,0.000056360772,0.8725027,0.12134109,0.0002384277],"study_design_scores_gemma":[0.0008973126,0.000114110655,0.00022574587,0.0002600067,0.00009953244,0.0000011376869,0.020133778,0.000008588187,0.000037856928,0.0004943843,0.9773779,0.00034968453],"about_ca_topic_score_codex":0.09946924,"about_ca_topic_score_gemma":0.054490637,"teacher_disagreement_score":0.8720083,"about_ca_system_score_codex":0.0012666079,"about_ca_system_score_gemma":0.0023805953,"threshold_uncertainty_score":0.99994683},"labels":[],"label_agreement":null},{"id":"W2617639410","doi":"","title":"Within a Budding Grove. Clint Roenisch Gallery, Toronto","year":2006,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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":"Budding; Art; Biology","score_opus":0.07100877717175556,"score_gpt":0.28252914223306036,"score_spread":0.21152036506130478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617639410","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21400678,0.000042982116,0.000023945344,0.00031091555,0.00035089863,0.0004990052,0.00003062202,0.00008334016,0.7846515],"genre_scores_gemma":[0.5540935,0.000043795706,0.000058092766,0.000019232457,0.0002695889,4.0347732e-7,0.000016004196,0.000018387682,0.44548103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99654764,0.0008554192,0.0002844901,0.00075491314,0.00079443614,0.00076308707],"domain_scores_gemma":[0.9979072,0.00013971231,0.00019125549,0.0005852143,0.0008539933,0.0003226227],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009977478,0.000288594,0.0003851831,0.00036610436,0.0041738916,0.001053356,0.0017075455,0.000168384,0.000094331044],"category_scores_gemma":[0.000027299591,0.0003298937,0.00020200177,0.0002992978,0.0009783993,0.0024569703,0.0008282533,0.0006502035,0.00011893196],"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":[0.00032523402,0.0002778277,0.0016148122,0.000028027196,0.000107989246,0.0008242345,0.001802324,0.00003282438,0.0012598968,0.98495394,0.008682452,0.000090408925],"study_design_scores_gemma":[0.0014411637,0.0003332989,0.002069318,0.00009135761,0.000061656094,0.000010808898,0.020828964,0.00026280116,0.0008125714,0.0006406652,0.9729592,0.00048817781],"about_ca_topic_score_codex":0.08895608,"about_ca_topic_score_gemma":0.16784534,"teacher_disagreement_score":0.9843133,"about_ca_system_score_codex":0.0014958065,"about_ca_system_score_gemma":0.0005314022,"threshold_uncertainty_score":0.99998367},"labels":[],"label_agreement":null},{"id":"W2620232151","doi":"","title":"First Position . Second Position: Accessing Conceptual Space in Animation","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Kierkegaardian Philosophy and Influence","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":"Ontario College of Art and Design","funders":"","keywords":"Animation; Interactivity; Realism; Narrative; Position (finance); Computer science; Expression (computer science); Aesthetics; Space (punctuation); Exhibition; Process (computing); Pleasure; Multimedia; Art; Visual arts; Human–computer interaction; Computer graphics (images); Psychology; Literature","score_opus":0.08533679257340901,"score_gpt":0.3048035214851695,"score_spread":0.21946672891176047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620232151","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15297982,0.000117699965,0.0000035074286,0.00051697413,0.00062591187,0.0008767435,0.0001445288,0.000059947542,0.8446749],"genre_scores_gemma":[0.51594716,0.00009111376,0.000029949431,0.000022211281,0.0003178459,0.0000012387488,0.00045878298,0.00003040528,0.48310128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964994,0.0007195632,0.00031921046,0.00097349327,0.000803421,0.0006848738],"domain_scores_gemma":[0.99722165,0.0001577369,0.00053127564,0.00080519257,0.0009944381,0.00028970675],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005981913,0.00043516347,0.000577898,0.00124633,0.006281836,0.0019448096,0.002450543,0.00053386204,0.0001224272],"category_scores_gemma":[0.000046619854,0.0005677292,0.00022109855,0.00034099966,0.001241624,0.005873181,0.00027739923,0.0014978606,0.00013126901],"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":[0.0010549857,0.00015258345,0.00018291021,0.00020684059,0.00011173319,0.0015095697,0.015027211,0.000014845095,0.0004543883,0.97936815,0.001717157,0.00019964139],"study_design_scores_gemma":[0.0023573672,0.00046346348,0.0058792457,0.0019886184,0.00015091065,0.000023512306,0.051471513,0.000098168624,0.0012331723,0.0011879764,0.93406117,0.001084883],"about_ca_topic_score_codex":0.003454628,"about_ca_topic_score_gemma":0.017081626,"teacher_disagreement_score":0.97818017,"about_ca_system_score_codex":0.0016255899,"about_ca_system_score_gemma":0.0010235058,"threshold_uncertainty_score":0.9996774},"labels":[],"label_agreement":null},{"id":"W2620589799","doi":"","title":"There is Bread and Salt Between Us: Negotiating Subjecthood Through Gestures of Hospitality","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Philosophy, Ethics, and Existentialism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Negotiation; Exhibition; Gesture; Nationality; Identity (music); Context (archaeology); Aesthetics; Sociology; Contemporary art; Visual arts; Art; Gender studies; Tourism; Linguistics; History; Art history; Social science; Performance art; Philosophy; Archaeology","score_opus":0.1215414388469175,"score_gpt":0.33705999517208146,"score_spread":0.21551855632516398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620589799","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31066534,0.00033611112,0.0000018322116,0.00026380285,0.0005044362,0.00069625175,0.0003241328,0.000039494826,0.6871686],"genre_scores_gemma":[0.6305029,0.000569755,0.000031954805,0.000016214288,0.0005243833,6.3138475e-7,0.00027582125,0.000042003845,0.36803633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963258,0.00083185034,0.0003323733,0.0009360713,0.000954525,0.0006193854],"domain_scores_gemma":[0.99641734,0.00027754394,0.0007129196,0.0010162338,0.0013233988,0.00025257363],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007547166,0.0004462303,0.00084255054,0.00046096792,0.004717405,0.0010290534,0.0025087628,0.00066569645,0.000012963704],"category_scores_gemma":[0.000080778875,0.00051255774,0.00027882686,0.00015480077,0.0017485507,0.0019083918,0.00052065606,0.0016224034,0.00001386517],"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":[0.00040383905,0.0001151222,0.0028557915,0.0004761214,0.00056871405,0.00027698648,0.043424666,8.100068e-7,0.00009434327,0.95018065,0.0012480066,0.0003549658],"study_design_scores_gemma":[0.002407464,0.0007488275,0.021969762,0.0013575138,0.000870249,0.000007458329,0.14342645,0.000009851376,0.0012780565,0.007398343,0.81919366,0.0013323753],"about_ca_topic_score_codex":0.054908466,"about_ca_topic_score_gemma":0.006352708,"teacher_disagreement_score":0.9427823,"about_ca_system_score_codex":0.0003132133,"about_ca_system_score_gemma":0.00077855436,"threshold_uncertainty_score":0.9997326},"labels":[],"label_agreement":null},{"id":"W2620771298","doi":"","title":"Bridging the Distance: Communicating to Distance Family Members during Palliative Care","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","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 College of Art and Design","funders":"","keywords":"Palliative care; Bridging (networking); Limiting; End-of-life care; Good death; Psychology; Internet privacy; Social psychology; Nursing; Public relations; Medicine; Computer science; Political science; Engineering; Computer security","score_opus":0.18491317433860968,"score_gpt":0.417617080535311,"score_spread":0.2327039061967013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620771298","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057038628,0.00084826624,0.00020663769,0.0005287296,0.0014962214,0.0036059462,0.00080034166,0.00025644357,0.98655355],"genre_scores_gemma":[0.04347552,0.0004765986,0.00024014324,0.0003072159,0.0003646925,0.000007402215,0.00026707596,0.00027043797,0.9545909],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906515,0.00495307,0.00041851448,0.001148598,0.0014224085,0.0014059417],"domain_scores_gemma":[0.99071586,0.0013002997,0.00060504396,0.002234036,0.004370898,0.00077384745],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010606733,0.00058930635,0.00081911375,0.0009386957,0.0067270673,0.00014203183,0.005261655,0.00077516126,0.00002051311],"category_scores_gemma":[0.0007038093,0.00058895425,0.00020560402,0.0023529856,0.001046117,0.00041508285,0.0036409325,0.0040039727,0.00025556097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009803814,0.00005281812,0.0056849252,0.0005737006,0.0003184144,0.0009812909,0.02028678,0.00004763603,0.00011126424,0.36158505,0.6091809,0.00019681653],"study_design_scores_gemma":[0.0012574451,0.0001311969,0.0010861463,0.0042435625,0.00008339122,0.0000014919932,0.18039365,0.000023647557,0.000016205802,0.0000055425025,0.8122149,0.000542778],"about_ca_topic_score_codex":0.019518493,"about_ca_topic_score_gemma":0.01636133,"teacher_disagreement_score":0.3615795,"about_ca_system_score_codex":0.00509333,"about_ca_system_score_gemma":0.002179942,"threshold_uncertainty_score":0.9996562},"labels":[],"label_agreement":null},{"id":"W2621199456","doi":"","title":"Age is Written on the Body","year":2013,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literal and figurative language; Narrative; Identity (music); Meaning (existential); Construct (python library); Gender studies; Interview; Psychology; Sociology; Aesthetics; Art; Literature; Anthropology; Linguistics","score_opus":0.09592844734238783,"score_gpt":0.3766763612958218,"score_spread":0.280747913953434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621199456","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22381249,0.000095184994,0.000004910337,0.0014444824,0.000681687,0.0015216961,0.000050270202,0.00008933196,0.77229995],"genre_scores_gemma":[0.17396408,0.00007132512,0.000020181984,0.0001224261,0.00016307426,0.0000052459773,0.00022173938,0.000061662344,0.82537025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915054,0.0036763384,0.00029004796,0.0016400847,0.0013909581,0.0014971917],"domain_scores_gemma":[0.99509203,0.00093323336,0.0002816865,0.0021703194,0.0009704548,0.0005522446],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015364342,0.00056318264,0.0007015755,0.0013163205,0.003766862,0.000515736,0.00608636,0.0012616469,0.0003022426],"category_scores_gemma":[0.00008563081,0.0005344315,0.00036316342,0.001512015,0.0010761007,0.0005296583,0.0006856262,0.004162983,0.0027792694],"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":[0.0016734763,0.00032853446,0.0004541806,0.00004471965,0.0006597691,0.0045801643,0.0044969036,4.4423186e-7,0.0001977352,0.85509497,0.13173304,0.00073608593],"study_design_scores_gemma":[0.0019443104,0.0008607727,0.015483878,0.00030629148,0.0001935053,0.00003931124,0.077382386,0.000024427884,0.0006051791,0.00024240969,0.90205437,0.00086314767],"about_ca_topic_score_codex":0.013165576,"about_ca_topic_score_gemma":0.0010318556,"teacher_disagreement_score":0.85485256,"about_ca_system_score_codex":0.0010370049,"about_ca_system_score_gemma":0.0009336736,"threshold_uncertainty_score":0.99971074},"labels":[],"label_agreement":null},{"id":"W2624879448","doi":"","title":"Her Pleasure, Her Desire; Remix","year":2011,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Pleasure; Agency (philosophy); Human sexuality; Art; Aesthetics; New media; Space (punctuation); Visual arts; Sociology; Psychology; Computer science; Gender studies; Social science; World Wide Web","score_opus":0.165978895273626,"score_gpt":0.368980654305888,"score_spread":0.203001759032262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624879448","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0674432,0.00012300992,0.000016811457,0.00015212911,0.00076557446,0.0011542239,0.000029506356,0.00013316856,0.9301824],"genre_scores_gemma":[0.21239698,0.0007032352,0.00010410953,0.000022915563,0.00021567958,8.1699665e-7,0.00009871283,0.000055136967,0.7864024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922975,0.0030827243,0.00025867546,0.0012177628,0.0019073244,0.0012360379],"domain_scores_gemma":[0.9958933,0.00033553355,0.00038570073,0.00092020293,0.0017046877,0.0007605676],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0027815513,0.00045046592,0.0006140406,0.0010121085,0.007400253,0.00067936815,0.0045634937,0.0014281027,0.000049328515],"category_scores_gemma":[0.00017854472,0.0005768111,0.00033800665,0.0015485664,0.0013390529,0.0017310967,0.0004885518,0.0027299877,0.00023469178],"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":[0.0008183515,0.00024691084,0.00041646557,0.00006957514,0.00021747703,0.0014284741,0.008648159,7.69557e-7,0.00045208295,0.9849191,0.001790108,0.0009925695],"study_design_scores_gemma":[0.0009029235,0.00019599132,0.0030573565,0.00038908163,0.00015806592,0.000004574203,0.043673042,0.0000033666508,0.0007821763,0.0021524031,0.9478658,0.00081521284],"about_ca_topic_score_codex":0.05591277,"about_ca_topic_score_gemma":0.02837665,"teacher_disagreement_score":0.9827666,"about_ca_system_score_codex":0.001982412,"about_ca_system_score_gemma":0.004717075,"threshold_uncertainty_score":0.9998683},"labels":[],"label_agreement":null},{"id":"W2626822777","doi":"","title":"Spatial Awareness in Locative Media Projects","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Locative case; Space (punctuation); Computer science; Geography; World Wide Web; Multimedia; Linguistics","score_opus":0.09310457575872483,"score_gpt":0.37563662960143535,"score_spread":0.2825320538427105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626822777","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025884986,0.000069085,0.000021120171,0.0006597574,0.0007045718,0.0016775959,0.000095781936,0.00019159673,0.993992],"genre_scores_gemma":[0.10091881,0.0006946493,0.00009221091,0.000010358652,0.00037712723,0.0000019932868,0.00002681432,0.00011985374,0.8977582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933807,0.0028267028,0.00021364797,0.0011209217,0.0013374456,0.0011205422],"domain_scores_gemma":[0.997156,0.00056672946,0.00032064287,0.00075460674,0.0006816379,0.0005203645],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0011047971,0.00038746963,0.0005790477,0.0036571687,0.0022633201,0.00033258813,0.003930963,0.00078304455,0.00021408379],"category_scores_gemma":[0.0002218125,0.00044678999,0.00020907505,0.0020825027,0.002943957,0.0011310754,0.0010834946,0.0012428629,0.0004519105],"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":[0.00037223,0.00024401677,0.004396,0.00003728529,0.00017013743,0.0016608037,0.0050125197,9.286104e-7,0.00006020334,0.9200108,0.06772689,0.00030815392],"study_design_scores_gemma":[0.0009983265,0.00011625439,0.0016681178,0.00059439597,0.00005012106,0.0000030998026,0.045037605,0.0000031867617,0.000051600484,0.00009085314,0.95085603,0.0005304177],"about_ca_topic_score_codex":0.31503403,"about_ca_topic_score_gemma":0.6462473,"teacher_disagreement_score":0.91991997,"about_ca_system_score_codex":0.0021908,"about_ca_system_score_gemma":0.003030558,"threshold_uncertainty_score":0.99979836},"labels":[],"label_agreement":null},{"id":"W2644117377","doi":"","title":"Don Blanche House of yes","year":2011,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","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":"Desk; Premise; Miller; Haven; Visual arts; Style (visual arts); The arts; Art history; Management; Art; Sociology; Law; Political science; Philosophy; Economics","score_opus":0.23452175705429554,"score_gpt":0.2872657096229311,"score_spread":0.05274395256863554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2644117377","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14018121,0.000026024629,0.000052699244,0.000075937634,0.00019861513,0.00035300394,0.000056565677,0.0000883231,0.8589676],"genre_scores_gemma":[0.5689709,0.000063770356,0.00010512419,0.00001987715,0.00010048306,1.5318018e-7,0.0000054435177,0.000019661578,0.43071458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777836,0.00050055224,0.00018096683,0.00045594346,0.00048494982,0.00059925026],"domain_scores_gemma":[0.99819064,0.000105911706,0.000145572,0.000620976,0.0006255228,0.00031139058],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00046395682,0.00019722528,0.00032572297,0.0005484068,0.0015318888,0.00012907297,0.0016356662,0.00014167237,0.000055344262],"category_scores_gemma":[0.000024198844,0.00022152635,0.00015927966,0.00004387969,0.0018297723,0.0011546692,0.00063743995,0.00045552495,0.00008220736],"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":[0.00036412492,0.00024990243,0.0015239071,0.000041262236,0.00012913745,0.00044120953,0.048960514,0.0000013646069,0.00030435974,0.94492286,0.002895117,0.00016623225],"study_design_scores_gemma":[0.0011560869,0.0004093511,0.0014667372,0.000071655246,0.0000822426,0.000007474624,0.033580586,0.00003386276,0.0033325,0.0007314326,0.9588056,0.00032246587],"about_ca_topic_score_codex":0.032222357,"about_ca_topic_score_gemma":0.014186669,"teacher_disagreement_score":0.9559105,"about_ca_system_score_codex":0.00031789954,"about_ca_system_score_gemma":0.00044753982,"threshold_uncertainty_score":0.99976796},"labels":[],"label_agreement":null},{"id":"W2657476161","doi":"","title":"Tigers and Crosses: The Transcultural Dynamics of Spanish-Guaraní Relations in the Río de la Plata: 1516-1580","year":2012,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Indigenous Cultures and History","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 Toronto","keywords":"Indigenous; Colonialism; Period (music); Population; Ethnology; History; Humanities; Kinship; Geography; Genealogy; Ancient history; Anthropology; Art; Sociology; Demography; Archaeology","score_opus":0.03400517001163967,"score_gpt":0.33544366406586607,"score_spread":0.3014384940542264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2657476161","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30921146,0.00022777104,0.000006583284,0.00027743995,0.00014560432,0.0007413792,0.00003553659,0.0000138298665,0.6893404],"genre_scores_gemma":[0.6850807,0.00059241155,0.00003204062,0.000007802509,0.00007272377,8.6353555e-7,0.000101201746,0.000012875052,0.31409937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99525994,0.0027822708,0.00017839392,0.00036801436,0.00079607184,0.0006152943],"domain_scores_gemma":[0.99837106,0.0005274241,0.00020418582,0.0003704327,0.0003627131,0.00016415157],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026554556,0.00020264366,0.00028762288,0.00033386916,0.006281439,0.00032831074,0.0021583217,0.0006139419,0.000006470288],"category_scores_gemma":[0.00006363453,0.00017222337,0.00016392149,0.00094230316,0.0020037154,0.0008692046,0.00009128159,0.001450305,0.000005368292],"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":[0.00028041852,0.00009986045,0.0024352483,0.000038718874,0.00006831852,0.00013245358,0.17066976,0.000016771042,0.000119781675,0.8254398,0.0005798982,0.000118941374],"study_design_scores_gemma":[0.0006345784,0.000088541194,0.041136738,0.00011941227,0.00015845786,0.000011621937,0.50901806,0.000021778505,0.000025091289,0.00016971416,0.4483378,0.0002782003],"about_ca_topic_score_codex":0.09041755,"about_ca_topic_score_gemma":0.25142783,"teacher_disagreement_score":0.8252701,"about_ca_system_score_codex":0.001629372,"about_ca_system_score_gemma":0.0018778811,"threshold_uncertainty_score":0.9950122},"labels":[],"label_agreement":null},{"id":"W2724100585","doi":"","title":"Contemporary Art Curating and its Long Christian Shadow","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Scholarship; Ideology; Exhibition; Aesthetics; Sociology; Contemporary art; Representation (politics); Art; Critical race theory; Gender studies; Race (biology); Visual arts; Art history; Political science; Law; Politics; Performance art","score_opus":0.14131248864750504,"score_gpt":0.31306696284795565,"score_spread":0.17175447420045062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724100585","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10176448,0.0005014951,6.247282e-7,0.00017774568,0.0005760168,0.0009138644,0.00010041183,0.00007388236,0.8958915],"genre_scores_gemma":[0.41634196,0.00019299393,0.00000607387,0.000008880409,0.00021239386,5.767486e-7,0.00032452852,0.000026613698,0.582886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970404,0.0004986009,0.00024324963,0.00092245283,0.0006871926,0.00060808996],"domain_scores_gemma":[0.9974953,0.00009863606,0.0004174752,0.00062067993,0.00094125135,0.00042667217],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00050086697,0.00043353246,0.00058850495,0.00048674116,0.007059512,0.0018958922,0.0020621812,0.0004014413,0.00007162229],"category_scores_gemma":[0.000049553386,0.00047516736,0.00019068432,0.00013935892,0.00057876465,0.0027713291,0.00040052808,0.0013082925,0.00013083387],"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":[0.0005570288,0.00008680715,0.00018823532,0.00030851408,0.00020211385,0.002388758,0.0094370805,3.803849e-7,0.000299891,0.9714711,0.014500644,0.0005594975],"study_design_scores_gemma":[0.0010126361,0.00023430775,0.0013122968,0.00076795206,0.00008874647,0.000011919185,0.06255409,0.0000437567,0.00019586059,0.000035643578,0.9331044,0.00063838233],"about_ca_topic_score_codex":0.009058848,"about_ca_topic_score_gemma":0.016074475,"teacher_disagreement_score":0.9714354,"about_ca_system_score_codex":0.00036530828,"about_ca_system_score_gemma":0.00075905473,"threshold_uncertainty_score":0.99977},"labels":[],"label_agreement":null},{"id":"W2725412524","doi":"","title":"FAMILY WORKS - Navigating earning and parenting using non-standard employment","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inequality; Set (abstract data type); Work (physics); Variety (cybernetics); Psychology; Sociology; Political science","score_opus":0.09470314185734827,"score_gpt":0.3703416587485441,"score_spread":0.2756385168911958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725412524","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037797634,0.00090291374,0.00019285693,0.000098700155,0.0004976231,0.0011563897,0.000030152964,0.00017919831,0.95914453],"genre_scores_gemma":[0.04030967,0.00491504,0.001196845,0.000009126072,0.0005137893,6.8225205e-7,0.00001718843,0.00019751536,0.95284015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940544,0.0017435865,0.0001978987,0.0012343873,0.0014798176,0.0012899425],"domain_scores_gemma":[0.99711406,0.00027569226,0.000633164,0.00092028145,0.00043202023,0.0006247896],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022455053,0.00044985366,0.00073887146,0.00068510347,0.0074507287,0.0012931189,0.003159566,0.000888872,0.000011906203],"category_scores_gemma":[0.00014040615,0.000593412,0.00016647173,0.0007445251,0.0022532258,0.0012807302,0.0020139671,0.0021018973,0.000019423223],"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":[0.0014397997,0.00043600553,0.21541722,0.0007303808,0.002093366,0.009280331,0.032387797,0.00013143416,0.00190684,0.6230725,0.08639411,0.026710197],"study_design_scores_gemma":[0.0011402292,0.000101241516,0.002832348,0.0051477076,0.000111475725,0.0000052863998,0.041647963,0.000033131677,0.000019488949,0.000017183238,0.9482342,0.00070975174],"about_ca_topic_score_codex":0.06013229,"about_ca_topic_score_gemma":0.0121680545,"teacher_disagreement_score":0.86184007,"about_ca_system_score_codex":0.002063841,"about_ca_system_score_gemma":0.0017978238,"threshold_uncertainty_score":0.99974364},"labels":[],"label_agreement":null},{"id":"W2725742451","doi":"","title":"Ijiam: Augmented Reality Technologies for the Adaptation of Ecuadorian Intangible Cultural Heritage","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Augmented Reality 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":"Ontario College of Art and Design","funders":"","keywords":"Storytelling; Indigenous; Ethnography; Adaptation (eye); Flexibility (engineering); Cultural heritage; Narrative; Augmented reality; Oral tradition; Digital storytelling; Intangible cultural heritage; Sociology; Expression (computer science); Anthropology; Geography; Art; Psychology; Computer science; Human–computer interaction; Literature; Archaeology; Pedagogy; Ecology","score_opus":0.10734371494993293,"score_gpt":0.3551935126920275,"score_spread":0.24784979774209454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725742451","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009333771,0.0003072135,0.06438418,0.0033642494,0.00081553846,0.0062434627,0.00028815732,0.00048822982,0.9147752],"genre_scores_gemma":[0.43853828,0.0011255448,0.004310133,0.000009036819,0.00009033262,0.000024921666,0.00076932734,0.00004882714,0.5550836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966443,0.00054561824,0.00032264704,0.0010059668,0.0008871255,0.0005943349],"domain_scores_gemma":[0.9944705,0.0004524964,0.00078861584,0.0023870307,0.0017536615,0.0001477249],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0011921652,0.00033755336,0.0004898522,0.0006386555,0.004256708,0.00060059264,0.009937046,0.00059083925,7.341391e-7],"category_scores_gemma":[0.00018504786,0.00032807747,0.00028308775,0.0012600356,0.00080266106,0.0019880394,0.0010372901,0.0009620649,0.000008943616],"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":[0.00040294277,0.00015672298,0.00003926323,0.00014381953,0.00029441988,0.00006977786,0.0014092484,0.00013213562,0.0015010725,0.98402727,0.001815637,0.0100076785],"study_design_scores_gemma":[0.0030031004,0.00065269944,0.0025732366,0.00063148583,0.0004165549,0.000018544328,0.12320663,0.01544259,0.018069357,0.0017632785,0.8331679,0.0010546125],"about_ca_topic_score_codex":0.009055327,"about_ca_topic_score_gemma":0.006231533,"teacher_disagreement_score":0.982264,"about_ca_system_score_codex":0.0010652035,"about_ca_system_score_gemma":0.0012276121,"threshold_uncertainty_score":0.99991715},"labels":[],"label_agreement":null},{"id":"W2726883858","doi":"","title":"WARNING! Mind The Gap: The Interstices Between Architecture and Experience","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","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":"Performative utterance; Liminality; Architecture; Hegemony; Aesthetics; Resistance (ecology); Performance studies; Embodied cognition; Institution; Mural; Visual arts; Art; Dirt; Space (punctuation); Sociology; Politics; Political science; Cartography; Epistemology; Anthropology; Social science; Geography; Law","score_opus":0.16478297850019996,"score_gpt":0.3444531526337206,"score_spread":0.17967017413352065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726883858","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15579863,0.00014285735,0.000015252725,0.0006649812,0.00043202948,0.00069694914,0.00008047396,0.00002516444,0.84214365],"genre_scores_gemma":[0.40153408,0.00012221686,0.000008202402,0.000018281258,0.0003645706,7.342907e-7,0.0000742199,0.00001883805,0.59785885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997025,0.0008124497,0.00017765845,0.0006852275,0.00066231616,0.00063731323],"domain_scores_gemma":[0.9974612,0.0005131559,0.00033980145,0.0009540745,0.00047938438,0.00025237465],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0006055449,0.0003424258,0.00038455197,0.0003461996,0.010530353,0.0015600598,0.0037425116,0.0002571799,0.0000196893],"category_scores_gemma":[0.00009141625,0.0002598217,0.00016390448,0.000023867618,0.003176304,0.00084855634,0.00063841464,0.0015886576,0.000028091219],"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":[0.00027700086,0.000032059615,0.0004217241,0.00006581414,0.00021878906,0.00024239319,0.260515,0.0000019164138,0.00003416135,0.7333711,0.0014306054,0.003389483],"study_design_scores_gemma":[0.00036064518,0.000131615,0.0013637403,0.0001897496,0.00017720737,0.0000060111215,0.14759399,0.0000142768695,0.00013146883,0.00024638334,0.8494918,0.00029313593],"about_ca_topic_score_codex":0.013778856,"about_ca_topic_score_gemma":0.03999808,"teacher_disagreement_score":0.8480612,"about_ca_system_score_codex":0.00027606956,"about_ca_system_score_gemma":0.0005356141,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W2727381817","doi":"","title":"Aesthetics vs Entrepreneurialism: Artists' Careers, the Market and Models for Art Business","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art History and Market 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":"Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"The arts; Scholarship; Profit (economics); Contemporary art; Creative industries; Aesthetics; Cultural economics; Value (mathematics); Art market; Entrepreneurship; Art; Business model; Representation (politics); Art world; Sociology; Political science; Visual arts; Marketing; Business; Economics; Computer science; Neoclassical economics; Law","score_opus":0.06149459599538588,"score_gpt":0.2689256922078295,"score_spread":0.20743109621244366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727381817","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069830925,0.00015294335,0.00006251029,0.00049672055,0.0008252913,0.0012039011,0.000175706,0.000047569887,0.9900523],"genre_scores_gemma":[0.041756768,0.00065507897,0.00003541847,0.000022760983,0.00028595972,0.0000029616747,0.00039352404,0.000041656767,0.9568059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969797,0.0007609559,0.000222385,0.000848887,0.0006224016,0.0005656676],"domain_scores_gemma":[0.9964925,0.00027916182,0.0003901546,0.0010617703,0.0015238321,0.00025260035],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009704705,0.00038101204,0.00057534786,0.000585531,0.009447698,0.0011506802,0.002375788,0.0003209582,0.000039562954],"category_scores_gemma":[0.00007501815,0.000379062,0.00027866563,0.0001782334,0.0013487001,0.0014084827,0.00037019403,0.00068268325,0.000017543032],"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":[0.0026221906,0.000084627776,0.000042991287,0.00016725033,0.0003253581,0.00029742936,0.00979678,0.000021208269,0.00001796332,0.919017,0.0665809,0.0010262603],"study_design_scores_gemma":[0.0008886733,0.00014667455,0.000106135456,0.0001683071,0.00057098805,0.000006175833,0.018364146,0.00047556622,0.000028827359,0.0006139713,0.97818995,0.00044056776],"about_ca_topic_score_codex":0.0036122112,"about_ca_topic_score_gemma":0.020599969,"teacher_disagreement_score":0.9184031,"about_ca_system_score_codex":0.00045079793,"about_ca_system_score_gemma":0.00076792634,"threshold_uncertainty_score":0.9998862},"labels":[],"label_agreement":null},{"id":"W2728494773","doi":"","title":"Visualization of complex medical data using next-generation holographic techniques","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Advanced Optical Imaging 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":"Ontario College of Art and Design","funders":"","keywords":"DICOM; Computer science; Visualization; Holography; Medical imaging; Data visualization; Multimedia; Computer graphics (images); Data science; Artificial intelligence","score_opus":0.31300956164886806,"score_gpt":0.3978834951796373,"score_spread":0.08487393353076922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728494773","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057806505,0.0001998866,0.027869409,0.00005608479,0.00017661991,0.0007366047,0.00010796951,0.00091527036,0.9693601],"genre_scores_gemma":[0.072856836,0.009548074,0.0773819,0.000020116102,0.0005943996,0.0000015840789,0.0014808902,0.0008549725,0.83726126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745774,0.0003640893,0.00018541477,0.00070649886,0.00081643846,0.0004698339],"domain_scores_gemma":[0.9971592,0.000078312,0.00021871936,0.0020727685,0.00027009513,0.0002009216],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.00060027273,0.00030685178,0.0005193777,0.0015689137,0.0006142015,0.0001717707,0.005709574,0.0008297072,0.000010783507],"category_scores_gemma":[0.00018914604,0.00038477284,0.0000766634,0.00082996924,0.0016529707,0.0011886009,0.002538734,0.0008447121,0.000006251466],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055764744,0.000120202305,0.00039814055,0.00027831396,0.00034898904,0.0010523556,0.00003306127,0.00009705725,0.020449832,0.9029857,0.069164366,0.0050162524],"study_design_scores_gemma":[0.00051859533,0.00008407434,0.00005065559,0.0006981898,0.000103932456,0.000023778684,0.00020380935,0.03434499,0.0026872722,0.0000482129,0.9607292,0.00050729484],"about_ca_topic_score_codex":0.0015113303,"about_ca_topic_score_gemma":0.0005641894,"teacher_disagreement_score":0.9029375,"about_ca_system_score_codex":0.00043430188,"about_ca_system_score_gemma":0.0003626231,"threshold_uncertainty_score":0.9998604},"labels":[],"label_agreement":null},{"id":"W2728589181","doi":"","title":"Empowering Small Enterprises by Driving Value and Flow Through Systemic Strategic Planning: An exploratory study into the strategic planning of Small Enterprises in the Canadian Provinces of Ontario and Quebec","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Strategic Planning and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic planning; Business; Strategic financial management; Strategic human resource planning; Value (mathematics); Marketing; Strategic management; Process management; Knowledge management; Computer science","score_opus":0.06416178189018365,"score_gpt":0.2842806356674399,"score_spread":0.22011885377725623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728589181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55206406,0.00028954848,0.000016429256,0.000042121803,0.000056312365,0.00065995357,0.000010666052,0.000023705665,0.44683722],"genre_scores_gemma":[0.92847997,0.000066127206,0.000045297267,0.000016412332,0.00009307817,0.000002123957,0.000029825907,0.000057786983,0.07120936],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.997244,0.00062208757,0.00031644438,0.0007528866,0.0005343993,0.0005301742],"domain_scores_gemma":[0.99833035,0.00019550271,0.00061026594,0.0005644275,0.000209392,0.00009007091],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012130837,0.00040141153,0.00062461797,0.0011545017,0.0010320827,0.0007555698,0.0019990683,0.00026390425,0.000006578608],"category_scores_gemma":[0.000018013337,0.00031178448,0.00008039627,0.0007173472,0.0006348096,0.0010975105,0.000522536,0.00071322755,0.0000020007444],"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":[0.00085228286,0.00071175426,0.6501649,0.0012204268,0.0015776441,0.0044705304,0.06483576,0.0006091093,0.0006852997,0.2728761,0.0017111645,0.00028501003],"study_design_scores_gemma":[0.0035722319,0.0005953784,0.011352733,0.0062135775,0.0009075671,0.00003238591,0.8841704,0.00074003957,0.000031232747,0.0003722015,0.09057792,0.0014342988],"about_ca_topic_score_codex":0.92516196,"about_ca_topic_score_gemma":0.9640391,"teacher_disagreement_score":0.8193347,"about_ca_system_score_codex":0.000705186,"about_ca_system_score_gemma":0.0018023559,"threshold_uncertainty_score":0.9999334},"labels":[],"label_agreement":null},{"id":"W2729193590","doi":"","title":"Inclusive Access: An Inclusive Design Approach to Digital Accessibility Skills Training","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Accessibility for Disabilities","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":"Ontario College of Art and Design","funders":"","keywords":"Training (meteorology); Upload; Computer science; Universal design; Constructivist grounded theory; Knowledge management; Multimedia; Medical education; Qualitative research; World Wide Web; Grounded theory; Medicine; Sociology","score_opus":0.13687988831906084,"score_gpt":0.4089054263783243,"score_spread":0.27202553805926344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729193590","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003446705,0.000040898343,0.000895581,0.00031361642,0.0004078822,0.004907737,0.0004964589,0.00047151133,0.98901963],"genre_scores_gemma":[0.12576771,0.00008492834,0.00097469793,0.000039822247,0.00047055687,0.0000058096284,0.00013646996,0.00023096077,0.87228906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889229,0.003375417,0.00039909827,0.0027710218,0.002630962,0.0019006345],"domain_scores_gemma":[0.9925575,0.0006973349,0.00072335906,0.0028384647,0.001234622,0.0019487174],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.003424215,0.0008016579,0.0012320579,0.0019449039,0.007912875,0.0072874893,0.018629212,0.0012115373,0.00003530588],"category_scores_gemma":[0.0015080962,0.0009663631,0.0003982909,0.0020869984,0.0055614547,0.013333059,0.009865232,0.0015003161,0.000115810835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00074423617,0.0016484197,0.0021053997,0.00017583164,0.00039711117,0.0005840626,0.021451201,0.000035131925,0.000012345411,0.92905015,0.034754697,0.009041423],"study_design_scores_gemma":[0.0011570607,0.00033995108,0.0006746245,0.0004849055,0.00009948647,0.000005263957,0.055325203,0.000024152525,0.00003172949,0.0019306545,0.938679,0.0012480016],"about_ca_topic_score_codex":0.038179148,"about_ca_topic_score_gemma":0.013577699,"teacher_disagreement_score":0.9271195,"about_ca_system_score_codex":0.0053449664,"about_ca_system_score_gemma":0.007257951,"threshold_uncertainty_score":0.99927866},"labels":[],"label_agreement":null},{"id":"W2731474328","doi":"","title":"Super Toys Last All Summer Long","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Museums and Cultural 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":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Negotiation; Identity (music); Mediation; Identity negotiation; Immigration; Aesthetics; Sociology; Displacement (psychology); Psychology; Social psychology; Visual arts; Art; Political science; Psychoanalysis; Law; Social science","score_opus":0.1583370303724267,"score_gpt":0.32681279195761054,"score_spread":0.16847576158518385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731474328","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12352149,0.000114895316,7.5063684e-7,0.00017290708,0.0011051773,0.00082692504,0.00013584826,0.0000868552,0.8740351],"genre_scores_gemma":[0.1710218,0.0002924331,0.000013066023,0.000024646573,0.00044670328,8.977953e-7,0.0007132132,0.000052872223,0.82743436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961168,0.0005908896,0.00025299776,0.0010718002,0.0010096907,0.0009578332],"domain_scores_gemma":[0.99671465,0.000110127105,0.00031155144,0.0011444546,0.0012230796,0.00049612124],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00052022404,0.0005247975,0.00064993056,0.0006315444,0.006112891,0.0020450596,0.003871304,0.00054393907,0.00027786312],"category_scores_gemma":[0.000036794205,0.00056103803,0.00038232867,0.00017616755,0.0008666774,0.0024344302,0.00047560217,0.0015901974,0.0005040508],"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":[0.0006968711,0.00018353133,0.00031729173,0.00017616553,0.0003719345,0.0024545216,0.009969562,0.000001084767,0.00032289198,0.9655063,0.019156098,0.00084375014],"study_design_scores_gemma":[0.00095524994,0.00020005289,0.0012788778,0.00029665884,0.00017598874,0.0000075874327,0.047707893,0.0000059904805,0.00026345137,0.00004114045,0.94838053,0.00068655843],"about_ca_topic_score_codex":0.017975478,"about_ca_topic_score_gemma":0.08405769,"teacher_disagreement_score":0.9654651,"about_ca_system_score_codex":0.00081017264,"about_ca_system_score_gemma":0.00071360223,"threshold_uncertainty_score":0.9996841},"labels":[],"label_agreement":null},{"id":"W2731816600","doi":"","title":"Integrating Traditional Chinese Needlework Imagery and Techniques into Contemporary Textile Art Practice","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Fashion and Cultural Textiles","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":"Clothing; Alienation; Conceptualization; Deconstruction (building); Aesthetics; China; Textile; Visual arts; Chinese art; Identity (music); Cultural identity; Art; Contemporary art; Sociology; Engineering; History; Social science; Political science; Art history; Performance art; Law; Archaeology; Computer science","score_opus":0.07336331745982794,"score_gpt":0.3063366394767271,"score_spread":0.2329733220168992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731816600","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04173474,0.00012900635,0.0000058626374,0.0007736168,0.00045294085,0.00084718695,0.000097999415,0.00016562529,0.955793],"genre_scores_gemma":[0.24644952,0.00023900696,0.00022010479,0.00006993808,0.0004307731,0.0000023843504,0.00051708065,0.000039008042,0.7520322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674696,0.00093844306,0.00029151156,0.0008220108,0.000765019,0.00043608077],"domain_scores_gemma":[0.9969271,0.0006684159,0.00036623047,0.00042088918,0.0012831409,0.00033423433],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00069372833,0.00045041915,0.00052237284,0.00077193906,0.0036192297,0.001066126,0.0012961236,0.00039624775,0.00006962684],"category_scores_gemma":[0.00020385224,0.00039919294,0.00020647532,0.00033818136,0.0010130069,0.0038291859,0.00030247716,0.0013386759,0.00011103432],"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":[0.00082180166,0.00016865144,0.00005365563,0.00012239206,0.00019069425,0.0007540744,0.019916005,3.643938e-8,0.001476741,0.954855,0.019695206,0.001945688],"study_design_scores_gemma":[0.0006364672,0.00027408169,0.00024561462,0.0007626815,0.00006924606,0.00002508733,0.1477264,0.000005497055,0.0003053547,0.0006874266,0.8487122,0.00054995186],"about_ca_topic_score_codex":0.002308729,"about_ca_topic_score_gemma":0.0022630882,"teacher_disagreement_score":0.9541676,"about_ca_system_score_codex":0.0005504587,"about_ca_system_score_gemma":0.00080672547,"threshold_uncertainty_score":0.99997085},"labels":[],"label_agreement":null},{"id":"W2731987470","doi":"","title":"Incandescent Cultures: Cultural Expressions in Lighting Design","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Color perception and design","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":"Ethnic group; Multiculturalism; Sociocultural evolution; Architectural engineering; Visual arts; Psychology; Sociology; Engineering; Art; Anthropology","score_opus":0.15397939408631175,"score_gpt":0.41383606220102426,"score_spread":0.25985666811471253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731987470","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005217935,0.0001412326,0.0007116235,0.0002780196,0.0006334855,0.0017889598,0.000054058863,0.00023503623,0.9956358],"genre_scores_gemma":[0.006518097,0.00041643783,0.0004632527,0.00004702844,0.00025902136,0.0000033595106,0.000027868147,0.00016173373,0.9921032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928803,0.0036970847,0.00027339437,0.0013137185,0.00075734453,0.0010781968],"domain_scores_gemma":[0.9975348,0.0002996435,0.00028206152,0.0010221645,0.0002918942,0.00056941964],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008838091,0.0004934519,0.0006327773,0.0019065847,0.0010367929,0.00022925934,0.0027716428,0.0010414416,0.00079967943],"category_scores_gemma":[0.00004533192,0.00046542723,0.00022121234,0.0011702819,0.00071786635,0.000523512,0.0009227676,0.0013925255,0.0015698659],"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":[0.00096253055,0.00030505858,0.0002533528,0.000026732676,0.00015506145,0.0034365414,0.0015273899,0.0000023229575,0.0020754924,0.47693598,0.5137712,0.00054833444],"study_design_scores_gemma":[0.0030662143,0.00020016066,0.0006686427,0.0007715085,0.000050170183,0.000031985663,0.010340364,0.000009199474,0.000108267974,0.000021315944,0.98410726,0.0006249033],"about_ca_topic_score_codex":0.0056623276,"about_ca_topic_score_gemma":0.0012179048,"teacher_disagreement_score":0.47691467,"about_ca_system_score_codex":0.0017005065,"about_ca_system_score_gemma":0.0006471336,"threshold_uncertainty_score":0.99977976},"labels":[],"label_agreement":null},{"id":"W2733092542","doi":"","title":"Buffalo Boy: Then and Now","year":2009,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Diversity and Impact of Dance","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":"Trickster; Colonialism; Subversion; Gender studies; Racism; White (mutation); Sociology; Indigenous; Art; History; Politics; Literature; Art history; Law; Political science","score_opus":0.07772783869046872,"score_gpt":0.3433753640042481,"score_spread":0.2656475253137794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733092542","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25405395,0.00012239706,0.0000727735,0.0016219176,0.00019874235,0.00048679856,0.000028324963,0.00009279756,0.7433223],"genre_scores_gemma":[0.6115611,0.00015602722,0.00019159439,0.00012210112,0.00006955504,1.1076604e-7,0.000009268325,0.000012306131,0.38787794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964329,0.0009736972,0.00015252897,0.0008875429,0.0006155894,0.00093771284],"domain_scores_gemma":[0.99785405,0.0001664327,0.00012524484,0.0008560284,0.0003489599,0.0006492997],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00078890944,0.0002832438,0.0003878526,0.00069939333,0.0019658534,0.0003287591,0.002256773,0.000335113,0.000025453108],"category_scores_gemma":[0.000036021644,0.0003440985,0.00013451467,0.0011237658,0.0006439083,0.0017111549,0.000697639,0.00091057457,0.0003709646],"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":[0.0013078832,0.00038092094,0.0057297125,0.0000111507225,0.00015656615,0.0023056054,0.0016403638,0.000002792812,0.00095964264,0.9664844,0.018267982,0.002752925],"study_design_scores_gemma":[0.0036738282,0.0013122507,0.11822354,0.00008515109,0.000097118806,0.000101777885,0.015537649,0.000027605263,0.00035658423,0.00043877828,0.8595601,0.00058566814],"about_ca_topic_score_codex":0.002530333,"about_ca_topic_score_gemma":0.00013702012,"teacher_disagreement_score":0.9660457,"about_ca_system_score_codex":0.00050030823,"about_ca_system_score_gemma":0.0002902892,"threshold_uncertainty_score":0.9999011},"labels":[],"label_agreement":null},{"id":"W2733753165","doi":"","title":"BIGGER THINKING FOR SMALLER ENTERPRISES: Co-Creating a Shared Vision of the Future for Small and Medium Enterprises in Ontario","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Strategic Planning and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Futures contract; Transformational leadership; Strategic planning; Strategic thinking; Business; Process (computing); Work (physics); Process management; Scenario planning; Face (sociological concept); Medium term; Knowledge management; Marketing; Public relations; Engineering; Computer science; Sociology; Political science; Economics","score_opus":0.05130983324703424,"score_gpt":0.2882135639152565,"score_spread":0.23690373066822223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733753165","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017591313,0.00010516685,0.00016339343,0.00029088228,0.00030103154,0.0015016219,0.000060616054,0.000043066433,0.9799429],"genre_scores_gemma":[0.033301823,0.00008396954,0.0004905698,0.000041407297,0.00047874887,0.000003023217,0.00012603284,0.00009548821,0.96537894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806845,0.00011663352,0.0001904018,0.0007070871,0.00044127618,0.00047617013],"domain_scores_gemma":[0.99808425,0.00017920602,0.00075924885,0.0006102815,0.0003165648,0.000050468512],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000791579,0.0003121979,0.00057241326,0.0011889877,0.0015060274,0.00071057084,0.0023528137,0.00038886286,0.000010080777],"category_scores_gemma":[0.00008263781,0.00028773583,0.00026305587,0.00039801208,0.00034110184,0.00077602867,0.0009470948,0.00057360163,0.0000025413308],"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":[0.0044216015,0.0006404719,0.35974464,0.002665738,0.0018183886,0.0007015076,0.0028145968,0.000040769526,0.0007498669,0.4629095,0.1620058,0.0014871225],"study_design_scores_gemma":[0.0022780763,0.000060337323,0.013461543,0.002137703,0.0002603995,0.0000022153708,0.0035102821,0.00015858191,0.000023883731,0.000091814436,0.97766566,0.00034948607],"about_ca_topic_score_codex":0.11022865,"about_ca_topic_score_gemma":0.19642025,"teacher_disagreement_score":0.8156599,"about_ca_system_score_codex":0.00036253466,"about_ca_system_score_gemma":0.000491066,"threshold_uncertainty_score":0.9999575},"labels":[],"label_agreement":null},{"id":"W2733989744","doi":"","title":"Review: Spring Hurlbut","year":2001,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Spring (device); Engineering","score_opus":0.12029440539950988,"score_gpt":0.3061076386934475,"score_spread":0.18581323329393762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733989744","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08685052,0.0005592873,0.0000117488935,0.0009572454,0.0002815869,0.0006440903,0.000015711279,0.00007653591,0.9106033],"genre_scores_gemma":[0.2730586,0.006180805,0.00002815269,0.00016642333,0.00023097119,4.8065726e-7,0.00000937637,0.000021737289,0.7203035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971567,0.0007886847,0.00019545025,0.0006055183,0.0005862174,0.0006674578],"domain_scores_gemma":[0.9979348,0.00011048586,0.00012513039,0.0006211611,0.0008437478,0.00036467914],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009688534,0.0002233063,0.00035734964,0.00048590175,0.0033966424,0.0005033098,0.0018009058,0.00010475514,0.00010147328],"category_scores_gemma":[0.000047292782,0.00025655574,0.00017747434,0.0005514391,0.00084803085,0.0016579346,0.00077330595,0.0006843402,0.00033979397],"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":[0.00013441959,0.00014626543,0.002471528,0.00010174242,0.000091862814,0.0012125256,0.00058337237,0.0000022041831,0.00031089218,0.98076254,0.0136865415,0.00049607735],"study_design_scores_gemma":[0.0006855205,0.00014872647,0.001264675,0.00045321562,0.000057322566,0.000012844074,0.0025162613,0.00003123156,0.00012323623,0.00011624209,0.99427897,0.00031176515],"about_ca_topic_score_codex":0.010887621,"about_ca_topic_score_gemma":0.011681961,"teacher_disagreement_score":0.9806463,"about_ca_system_score_codex":0.000656874,"about_ca_system_score_gemma":0.00038391628,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null},{"id":"W2735149058","doi":"","title":"The Port Lands Sensory Walk","year":2013,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recreation; Situated; Downtown; Landscape design; Port (circuit theory); Geography; Landscape architecture; Landscape contracting; Urbanism; Civil engineering; Architectural engineering; Archaeology; Environmental planning; Engineering; Political science; Architecture","score_opus":0.06467866814158285,"score_gpt":0.360612109427832,"score_spread":0.29593344128624915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735149058","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18507768,0.000116177784,4.7181246e-7,0.00081825425,0.0009701683,0.0011602502,0.000022262151,0.00011374958,0.81172097],"genre_scores_gemma":[0.24088691,0.0012748066,0.000036994606,0.000011660429,0.00020935577,0.0000016690664,0.000103667415,0.000031158623,0.7574438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938354,0.0021397283,0.00027466545,0.00089984847,0.0016785568,0.0011717951],"domain_scores_gemma":[0.99519324,0.0007397035,0.00037195493,0.00093321205,0.0021621739,0.0005997014],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016068746,0.00036779814,0.0004316486,0.0011403942,0.015312595,0.0014345777,0.00476422,0.0007222708,0.000042755906],"category_scores_gemma":[0.00021179888,0.00038931274,0.000386061,0.0017212216,0.0016543019,0.0018474185,0.0005148649,0.0021204506,0.00039555956],"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":[0.00050601916,0.00011919407,0.0008153736,0.000025609945,0.00029131162,0.0006501387,0.0049027535,0.0000027142573,0.0003943087,0.97169954,0.020255703,0.0003373099],"study_design_scores_gemma":[0.00033770018,0.00013019278,0.0043926095,0.00009752233,0.0001041016,0.000004949511,0.2039206,0.000007232739,0.00014531342,0.00014838588,0.790328,0.00038333176],"about_ca_topic_score_codex":0.07248617,"about_ca_topic_score_gemma":0.16974305,"teacher_disagreement_score":0.9715512,"about_ca_system_score_codex":0.001397366,"about_ca_system_score_gemma":0.0019870135,"threshold_uncertainty_score":0.9998559},"labels":[],"label_agreement":null},{"id":"W2735216697","doi":"","title":"Toronto Augmented Reality Map: Enhancing citizen engagement with open government data using contemporary media platforms","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Augmented Reality Applications","field":"Computer 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":"Ontario College of Art and Design","funders":"","keywords":"Augmented reality; Transparency (behavior); Digital media; Open government; Public engagement; Virtual reality; Government (linguistics); Visualization; Open data; Usability; Computer science; New media; Multimedia; World Wide Web; Human–computer interaction; Political science; Public relations; Computer security","score_opus":0.25677209490907926,"score_gpt":0.3860058285701846,"score_spread":0.12923373366110535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735216697","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004351081,0.00013005093,0.019145599,0.0004228232,0.00051688426,0.004398647,0.00071920146,0.00016075432,0.97015494],"genre_scores_gemma":[0.2998547,0.0008675026,0.013599718,0.000071641174,0.00031050612,0.000017063085,0.005710472,0.00017792509,0.6793905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99185044,0.0011292865,0.0005356591,0.0026312254,0.0028205623,0.0010328207],"domain_scores_gemma":[0.9901131,0.00037776827,0.0012106065,0.0066335695,0.00089800596,0.0007669637],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.003659955,0.00066619704,0.0009227437,0.00031419707,0.006014208,0.0024772333,0.028966295,0.00056256703,0.000010058288],"category_scores_gemma":[0.00008386117,0.000735725,0.00014076727,0.00073414965,0.00050227565,0.009627666,0.011021087,0.0015540667,0.000025330362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001456847,0.00053005386,0.00017379268,0.00023801469,0.0009848365,0.0018931926,0.002633843,0.00004803889,0.0014200021,0.9805951,0.0061579435,0.0038682949],"study_design_scores_gemma":[0.0061966116,0.00060337945,0.0027726896,0.0022670138,0.0004719804,0.00004535016,0.046334382,0.006888062,0.0055688587,0.0003706069,0.9262146,0.0022664613],"about_ca_topic_score_codex":0.05367306,"about_ca_topic_score_gemma":0.053043965,"teacher_disagreement_score":0.98022455,"about_ca_system_score_codex":0.0071100234,"about_ca_system_score_gemma":0.005063345,"threshold_uncertainty_score":0.9995094},"labels":[],"label_agreement":null},{"id":"W2735418005","doi":"","title":"It’s the little things that matter：A ready-to-assemble SMARTKIT to help people organize consumables at home by hacking furnishings through a do-it-yourself approach","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Ontario College of Art and Design","funders":"","keywords":"Hacker; Context (archaeology); Consumables; Democratization; Democracy; Internet privacy; Engineering; Computer science; Business; Computer security; Marketing; Political science; Politics","score_opus":0.06880857430670365,"score_gpt":0.32309016052887485,"score_spread":0.25428158622217123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735418005","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.121344775,0.000047685844,0.004046967,0.0077350438,0.00091001304,0.0021502327,0.000049577087,0.00024880673,0.8634669],"genre_scores_gemma":[0.24368253,0.00013712053,0.0031386332,0.0005648589,0.0000853554,0.000010219316,0.00027817694,0.00010089895,0.7520022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99313515,0.0014355363,0.00037889575,0.0021472003,0.0016101721,0.0012930128],"domain_scores_gemma":[0.9936247,0.0005564388,0.0007675267,0.0028153954,0.0018710175,0.00036495575],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0019590145,0.0007066246,0.00084253005,0.0013100633,0.0077490476,0.0033193566,0.012994203,0.00096799055,0.00001967369],"category_scores_gemma":[0.00018517622,0.00075030595,0.0002082658,0.002312932,0.000549947,0.006051141,0.003895569,0.002703117,0.0005927404],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000774359,0.0002774167,0.0023748754,0.00017528862,0.00044911166,0.0006880314,0.03333373,0.000014887029,0.0075032087,0.7535997,0.20042363,0.0003857517],"study_design_scores_gemma":[0.0012848825,0.00035486813,0.0032300528,0.00077027665,0.00014320856,0.00018323236,0.04744498,0.00014096774,0.013635256,0.00026146168,0.93124294,0.001307854],"about_ca_topic_score_codex":0.005805046,"about_ca_topic_score_gemma":0.0024120526,"teacher_disagreement_score":0.7533383,"about_ca_system_score_codex":0.0030389796,"about_ca_system_score_gemma":0.0011088873,"threshold_uncertainty_score":0.99959767},"labels":[],"label_agreement":null},{"id":"W2736872704","doi":"","title":"Beyond boy’s toys: Women, play and Mindstorms™ Robotics","year":2003,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Teaching and Learning Programming","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":"Simon Fraser University","funders":"","keywords":"Robotics; Agency (philosophy); Artificial intelligence; Bricolage; Sociology; Space (punctuation); Constructionism; Embodied cognition; Computer science; Robot; Epistemology; Cognitive science; Human–computer interaction; Psychology; Visual arts; Art; Social science; Philosophy","score_opus":0.03810030700794958,"score_gpt":0.27133167813252057,"score_spread":0.23323137112457099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736872704","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19242842,0.00016980483,0.026598344,0.00091545953,0.00042665747,0.00065494014,0.000003633094,0.0002893691,0.7785134],"genre_scores_gemma":[0.70211935,0.00006818338,0.02935747,0.00004975879,0.000045315734,6.203413e-7,0.0000034572902,0.000024490022,0.26833135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956448,0.0016046277,0.00015756856,0.0009302919,0.00069050887,0.00097221474],"domain_scores_gemma":[0.9977981,0.00025343432,0.00012468518,0.00088542845,0.00029142422,0.00064695487],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019023201,0.0002502336,0.00031549783,0.0006910764,0.0026836605,0.00083462126,0.0027187897,0.00022730233,0.0000012582836],"category_scores_gemma":[0.0001243736,0.0002970458,0.000083117804,0.0013989569,0.0004012289,0.0019369608,0.0011320779,0.0011563606,0.000030639058],"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":[0.00006401867,0.00012606554,0.003007389,0.00001890973,0.00006904338,0.0009786157,0.0037815976,0.00017683081,0.00017252972,0.98645645,0.0006430057,0.0045055263],"study_design_scores_gemma":[0.0015517229,0.000517198,0.0020743988,0.00005770987,0.000021736809,0.00011423095,0.008423369,0.0005399117,0.0002549211,0.00027056926,0.985658,0.0005162699],"about_ca_topic_score_codex":0.0007014846,"about_ca_topic_score_gemma":0.00006210176,"teacher_disagreement_score":0.9861859,"about_ca_system_score_codex":0.0009915433,"about_ca_system_score_gemma":0.0006458405,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W2737174634","doi":"","title":"Co-creating foresight culture in government","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Futures contract; Government (linguistics); Stakeholder; Creativity; Surprise; Public relations; Scenario planning; Public policy; Private sector; Public sector; Relevance (law); Political science; Business; Public administration; Management; Sociology; Economic growth; Marketing; Economics; Economy; Finance","score_opus":0.040791637269573106,"score_gpt":0.27006890310644577,"score_spread":0.22927726583687266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737174634","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017619192,0.00005748364,0.000098570075,0.0002174849,0.00021172674,0.0014770519,0.000015934014,0.00019406453,0.9959658],"genre_scores_gemma":[0.011833445,0.00011314167,0.0005508604,0.000089692214,0.00032262626,0.0000032237906,0.00007465616,0.00013515228,0.9868772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969676,0.00022592199,0.00022754054,0.00087071053,0.00093584164,0.0007723685],"domain_scores_gemma":[0.9986643,0.00005295596,0.0003939499,0.0005690859,0.00027239486,0.00004729631],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084433635,0.0004116776,0.00053874654,0.0012261161,0.0012402465,0.0003805774,0.002622816,0.00094934454,0.00006409798],"category_scores_gemma":[0.000067428686,0.0004675004,0.0001135906,0.0021459537,0.0007590059,0.0011912404,0.0013774306,0.0014697881,0.00037726996],"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":[0.00009897418,0.00013690942,0.006520685,0.00012668301,0.000142217,0.00069223705,0.00017715256,0.0000010105489,0.000071317045,0.81554925,0.1759999,0.0004836705],"study_design_scores_gemma":[0.0011598226,0.000028899745,0.0017215409,0.0003443941,0.00003719403,0.0000021924295,0.006102156,0.00005119784,0.00010473604,0.00027100698,0.9896413,0.00053556147],"about_ca_topic_score_codex":0.0073647024,"about_ca_topic_score_gemma":0.0013736984,"teacher_disagreement_score":0.81527823,"about_ca_system_score_codex":0.0016375999,"about_ca_system_score_gemma":0.00025205204,"threshold_uncertainty_score":0.9997777},"labels":[],"label_agreement":null},{"id":"W2738030511","doi":"","title":"Burgeoning curators and education: The evolution of curating in Canada","year":2011,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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":"Visual arts; Aesthetics; Sociology; Art","score_opus":0.07032310873506598,"score_gpt":0.24674063959939732,"score_spread":0.17641753086433135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738030511","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49856296,0.000036193767,0.0000020451516,0.00007557206,0.000111176756,0.00017451533,0.000005480453,0.0000035565142,0.50102854],"genre_scores_gemma":[0.9420062,0.00002793205,0.000013522964,0.000007457901,0.000034009045,2.701075e-7,0.0000016615274,0.0000049453974,0.057904024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862844,0.00047127547,0.00013293531,0.00023827812,0.00028037728,0.00024870987],"domain_scores_gemma":[0.99905175,0.00009422286,0.00010795097,0.00022066731,0.00041989906,0.000105484476],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045027633,0.00009365047,0.00014807044,0.00026270232,0.0013213941,0.00009226275,0.00062741525,0.00003780946,0.000014446666],"category_scores_gemma":[0.000027890319,0.00009118739,0.000029853456,0.0003231563,0.00051960006,0.00077824877,0.0002843903,0.00032190664,0.0000018848889],"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":[0.00005993528,0.000052104177,0.042205695,0.000017153227,0.000024061641,0.000053111202,0.0041673137,0.0000023864038,0.000099069366,0.95271295,0.0003361723,0.00027003651],"study_design_scores_gemma":[0.001199095,0.0002520426,0.123756774,0.00032759368,0.00006591614,0.00001201108,0.42024225,0.00031944126,0.0008368572,0.0018740395,0.45060688,0.0005071028],"about_ca_topic_score_codex":0.95573014,"about_ca_topic_score_gemma":0.95614946,"teacher_disagreement_score":0.9508389,"about_ca_system_score_codex":0.0013494997,"about_ca_system_score_gemma":0.0034660294,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W2738450168","doi":"","title":"Designing An Assistive Naming App for Mandarin-Speaking Anomic Aphasia Patients","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","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":"Aphasia; Mandarin Chinese; Augmentative and alternative communication; Psychology; Vocabulary; Computer science; Linguistics; Cognitive psychology","score_opus":0.07578672387836953,"score_gpt":0.33809960407793066,"score_spread":0.2623128801995611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738450168","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023342093,0.000021383528,0.0009969224,0.000053275,0.0005219002,0.0021260087,0.00028017402,0.00026183063,0.97239643],"genre_scores_gemma":[0.049776737,0.00007506375,0.00092011807,0.000054820743,0.00029436272,0.0000018098532,0.000058570222,0.00023749142,0.94858104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946304,0.0017617018,0.00022131734,0.0017648502,0.0005861427,0.0010356131],"domain_scores_gemma":[0.99740154,0.0005963455,0.0004285002,0.0008588209,0.0003055739,0.0004092123],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006379424,0.0004831825,0.00059321785,0.0013931638,0.0020975284,0.00029981651,0.003192755,0.0006116829,0.000022787723],"category_scores_gemma":[0.00017695148,0.0005026841,0.00022217125,0.00055917277,0.0010684204,0.000888808,0.0010351496,0.000815565,0.00008646433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048644533,0.0013556776,0.0032848143,0.00040687667,0.00048396626,0.023921764,0.0020742563,0.000006004836,0.21543968,0.6956553,0.039244283,0.013262954],"study_design_scores_gemma":[0.0035534787,0.00069849496,0.00016589017,0.00045499552,0.00010276174,0.000079633624,0.00097629323,0.000017508539,0.015348005,0.000025215395,0.977761,0.0008167384],"about_ca_topic_score_codex":0.0010172807,"about_ca_topic_score_gemma":0.00048994523,"teacher_disagreement_score":0.9385167,"about_ca_system_score_codex":0.000828384,"about_ca_system_score_gemma":0.00060957845,"threshold_uncertainty_score":0.9997425},"labels":[],"label_agreement":null},{"id":"W2738508321","doi":"","title":"Anish Kapoor: Embedded Impressions of Indian Culture","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"South Asian Cinema and Culture","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":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Sculpture; Hinduism; Art; Aesthetics; Embodied cognition; Visual arts; Sociology; Formative assessment; Architecture; Spirituality; Art history; Philosophy; Religious studies; Epistemology; Pedagogy","score_opus":0.04867870823871709,"score_gpt":0.28837534854639196,"score_spread":0.23969664030767487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738508321","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000475238,0.00018384664,0.000004840047,0.00017308157,0.00048219683,0.0009608156,0.00062305864,0.00016513617,0.9969318],"genre_scores_gemma":[0.010538201,0.00021798568,0.00005863125,0.000020263793,0.00063111604,7.036355e-7,0.00008629392,0.00015862787,0.98828816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967009,0.00070752425,0.00022190317,0.0008304193,0.0008110574,0.0007281961],"domain_scores_gemma":[0.9974928,0.000071182214,0.00040081918,0.0009698015,0.0005802595,0.00048517314],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002596865,0.0004507079,0.00067703327,0.0009952703,0.0015478933,0.00029180507,0.002822048,0.0006988351,0.00089340546],"category_scores_gemma":[0.000027843855,0.00039866404,0.0003179812,0.00035933414,0.001590798,0.0006065602,0.0006371195,0.0010073212,0.0003827315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015322595,0.00010618475,0.00007043876,0.00010734622,0.00025376416,0.00068804604,0.00841147,1.4255629e-7,0.00023645587,0.6196422,0.3701586,0.00017210832],"study_design_scores_gemma":[0.0014239014,0.00019145959,0.000027451782,0.0008305766,0.000121178666,0.000010943456,0.03707948,6.7576485e-7,0.00022911327,0.00006936589,0.9595262,0.0004896569],"about_ca_topic_score_codex":0.0032424128,"about_ca_topic_score_gemma":0.00327013,"teacher_disagreement_score":0.6195728,"about_ca_system_score_codex":0.00033868648,"about_ca_system_score_gemma":0.00064704224,"threshold_uncertainty_score":0.9998465},"labels":[],"label_agreement":null},{"id":"W2740627090","doi":"","title":"Generative Connections: Affective Links in the Media Works of Cathy Sisler and Lindsay Seers","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","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":"Ontario College of Art and Design","funders":"","keywords":"Perception; Generative grammar; Cognition; Sociology; Psychology; Aesthetics; Art; Philosophy; Linguistics","score_opus":0.08644045958468373,"score_gpt":0.30011597040104976,"score_spread":0.21367551081636604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740627090","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006341395,0.00084698905,0.0000146941,0.0004349139,0.000373763,0.0012744946,0.000092158414,0.000034017427,0.9905876],"genre_scores_gemma":[0.1541712,0.0016212045,0.00005802257,0.000071588496,0.00043643604,0.0000019169868,0.00004576729,0.00007423505,0.8435196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680185,0.001646929,0.00015530922,0.00046025988,0.0004469229,0.0004887003],"domain_scores_gemma":[0.99850726,0.0004941356,0.00020762272,0.0004073634,0.00018582026,0.00019778186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009122042,0.0002647804,0.00042383,0.00088419195,0.0012578419,0.00014120055,0.00095825223,0.00046483375,0.00007359223],"category_scores_gemma":[0.000017934333,0.00024036513,0.00010254039,0.00034406295,0.001523955,0.00055706967,0.00032317633,0.001435236,0.000021228012],"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":[0.00033300347,0.00023896551,0.0002832059,0.00006867484,0.00017470324,0.00013491003,0.047485158,0.0000014587583,0.000018010734,0.93452907,0.015835162,0.00089769805],"study_design_scores_gemma":[0.0011187898,0.00025096696,0.00025639898,0.00037523155,0.0000698346,0.000006215993,0.08352928,0.000008160054,0.000049960523,0.00006966081,0.9140128,0.00025269052],"about_ca_topic_score_codex":0.013145115,"about_ca_topic_score_gemma":0.029277727,"teacher_disagreement_score":0.9344594,"about_ca_system_score_codex":0.00044582918,"about_ca_system_score_gemma":0.0003444898,"threshold_uncertainty_score":0.99342644},"labels":[],"label_agreement":null},{"id":"W2740717745","doi":"","title":"A Home Movie, Reluctant Autoethnography","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Film in Education and Therapy","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":"Autoethnography; Honesty; Ethnography; Visual arts; Immigration; Media studies; Sociology; Art; Psychology; Aesthetics; Social psychology; Gender studies; Political science; Law; Anthropology","score_opus":0.14981032717270784,"score_gpt":0.46906983833633664,"score_spread":0.31925951116362883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740717745","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.089622885,0.00022507271,0.000007895171,0.0006737524,0.0033031495,0.0024769823,0.00010023846,0.00018840226,0.9034016],"genre_scores_gemma":[0.05070824,0.0016004705,0.00021031569,0.000067225934,0.0003579553,0.0000062074223,0.00063228834,0.00009377899,0.9463235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99202996,0.0033438797,0.00048154776,0.001387682,0.0012963794,0.0014605478],"domain_scores_gemma":[0.9934393,0.00047625537,0.00095726567,0.0022665795,0.0020427164,0.0008178755],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001961612,0.0005716396,0.0008992356,0.002219551,0.013993617,0.00029128545,0.005590504,0.0016228221,0.000102244245],"category_scores_gemma":[0.00015764248,0.0006817996,0.00042247056,0.0015326263,0.00074331305,0.0014153747,0.0005481109,0.0047587594,0.00063415506],"study_design_candidate":"theoretical_or_conceptual","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":[0.0022228837,0.00030854458,0.004018622,0.00038947942,0.0003963295,0.000857312,0.008120437,0.0000012982526,0.00060590875,0.9647787,0.016896866,0.0014036128],"study_design_scores_gemma":[0.0023343053,0.00023769848,0.022046892,0.000967732,0.00012961238,0.0000047600383,0.05465298,0.000016635731,0.00010480518,0.00038338086,0.91842216,0.0006990209],"about_ca_topic_score_codex":0.009978977,"about_ca_topic_score_gemma":0.003919474,"teacher_disagreement_score":0.96439534,"about_ca_system_score_codex":0.0020787183,"about_ca_system_score_gemma":0.0062492853,"threshold_uncertainty_score":0.9997897},"labels":[],"label_agreement":null},{"id":"W2740827043","doi":"","title":"Bodies that Monetize","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Exhibition; State (computer science); Resistance (ecology); Resentment; Expression (computer science); Political science; Aesthetics; Sociology; Art; Visual arts; Law; Computer science; Politics","score_opus":0.08253103431426906,"score_gpt":0.3716354114743311,"score_spread":0.28910437716006204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740827043","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072490394,0.00022277828,0.0000020882087,0.00024110149,0.0014539973,0.0017652543,0.000034419256,0.000101219295,0.92368877],"genre_scores_gemma":[0.04222529,0.0125960475,0.000067498884,0.0000043349864,0.00046642846,3.5885884e-7,0.00022757193,0.00003831978,0.94437414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932267,0.0024585144,0.00021841169,0.0011218926,0.0016397298,0.001334731],"domain_scores_gemma":[0.99560654,0.00030152698,0.00053213636,0.0012349273,0.001556277,0.00076861883],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022403288,0.00038704483,0.00058920373,0.0011008979,0.053886417,0.0010089473,0.0050987136,0.0011038332,0.000041089523],"category_scores_gemma":[0.00002993702,0.00045549814,0.00026030786,0.0005587642,0.0014832378,0.0020050528,0.000039147297,0.0015235022,0.00032866854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005753321,0.0001747204,0.00038670382,0.00011741447,0.0001384681,0.00054673705,0.098781355,9.1119927e-7,0.000009568785,0.8971184,0.0017580376,0.00039234728],"study_design_scores_gemma":[0.00054395205,0.00013566927,0.0018672688,0.00025956077,0.00009871109,0.0000028096067,0.078605585,0.0000016241553,0.00020977826,0.0001999196,0.9175864,0.00048874225],"about_ca_topic_score_codex":0.47704607,"about_ca_topic_score_gemma":0.8458421,"teacher_disagreement_score":0.91582835,"about_ca_system_score_codex":0.0027985682,"about_ca_system_score_gemma":0.03996372,"threshold_uncertainty_score":0.99978966},"labels":[],"label_agreement":null},{"id":"W2741320854","doi":"","title":"Zhang_Yu_2016_MDes_INCD_A Culturally Inclusive AAC App for Children with Autism in China","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Assistive Technology in Communication and Mobility","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":"Autism; Augmentative and alternative communication; China; Zhàng; Mandarin Chinese; Psychology; Augmentative; Mobile apps; Multimedia; Computer science; Developmental psychology; Linguistics; World Wide Web; History","score_opus":0.052221678294980915,"score_gpt":0.41076547925892226,"score_spread":0.35854380096394134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741320854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024909086,0.00007940247,0.0005642362,0.0027502712,0.00020100868,0.0056075486,0.00044284758,0.00038222497,0.98748153],"genre_scores_gemma":[0.019887188,0.0005157693,0.0011417139,0.000057546025,0.00011157221,0.000017626844,0.00013656986,0.00016926532,0.97796273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945417,0.0024842666,0.000304663,0.0010852561,0.0005304278,0.0010536651],"domain_scores_gemma":[0.99641997,0.00049794413,0.0005527606,0.0017429069,0.00046982194,0.00031657537],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0012438705,0.0004466537,0.0007309295,0.0013833629,0.0029335695,0.00003806775,0.004236307,0.0013859051,0.00009194792],"category_scores_gemma":[0.000103368766,0.00039049113,0.00014504127,0.0009160943,0.0016622425,0.00043632966,0.0028790927,0.0023987475,0.00024152861],"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":[0.000878648,0.00020711431,0.021510266,0.00010406795,0.00030759294,0.00012164789,0.00041039224,4.4645998e-7,0.000065599954,0.84410256,0.13153945,0.0007522397],"study_design_scores_gemma":[0.004540237,0.00024557798,0.056681685,0.0011512154,0.00007646133,0.0000066142106,0.0021916297,0.0000051691327,0.000016249644,0.00014749184,0.93441755,0.00052009634],"about_ca_topic_score_codex":0.008047128,"about_ca_topic_score_gemma":0.009193875,"teacher_disagreement_score":0.84395504,"about_ca_system_score_codex":0.0032216907,"about_ca_system_score_gemma":0.002006548,"threshold_uncertainty_score":0.99991053},"labels":[],"label_agreement":null},{"id":"W2741504444","doi":"","title":"OA policies in Canada: A quick and dirty environmental scan","year":2016,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.04523619340772748,"score_gpt":0.23250206637380408,"score_spread":0.1872658729660766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741504444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5780034,0.000019770738,0.0000010172802,0.0005929341,0.000073284835,0.00021359533,0.000063497326,0.000008666187,0.42102382],"genre_scores_gemma":[0.77782756,0.00015099689,0.0000040582177,0.000023220719,0.000047240737,2.2761218e-7,0.0000030005633,0.000008673634,0.221935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979711,0.00049166323,0.00013376096,0.00043902476,0.00044134856,0.0005230686],"domain_scores_gemma":[0.9991274,0.00013790226,0.00007012826,0.00028734145,0.00009155257,0.00028571108],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034249588,0.00016319292,0.00023495645,0.00037759423,0.0014002138,0.00020145842,0.0007830157,0.00006287934,0.000042381103],"category_scores_gemma":[0.000015593027,0.00015124945,0.000045563247,0.00016708384,0.0010051824,0.0009883802,0.000641136,0.00027909598,0.000020812813],"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":[0.00015404599,0.00007192418,0.057913046,0.000010060902,0.00004420758,0.00054467074,0.0014638979,7.617695e-7,0.0014505049,0.9364481,0.0010905104,0.0008082648],"study_design_scores_gemma":[0.0016200272,0.0001572027,0.1107974,0.000079145655,0.000019640562,0.000007562482,0.018215083,0.00002200525,0.00053741375,0.00015111663,0.8680591,0.00033430618],"about_ca_topic_score_codex":0.8809431,"about_ca_topic_score_gemma":0.97437716,"teacher_disagreement_score":0.936297,"about_ca_system_score_codex":0.0028071976,"about_ca_system_score_gemma":0.0010922293,"threshold_uncertainty_score":0.9998998},"labels":[],"label_agreement":null},{"id":"W2742529488","doi":"","title":"NOW: A Collaborative Project with Sean Martindale and Pascal Paquette","year":2012,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Exhibition; Graffiti; Painting; Visual arts; Art; Art history; Pascal (unit); Computer science","score_opus":0.0542414971252613,"score_gpt":0.35828766287189745,"score_spread":0.3040461657466361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742529488","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23621608,0.0001051089,0.0000069116836,0.0008039336,0.00023037508,0.0019277774,0.00005172117,0.00009198914,0.7605661],"genre_scores_gemma":[0.15860642,0.0003945166,0.00035536033,0.00001685088,0.00023112203,0.0000031278782,0.00016283758,0.000047481284,0.84018224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928966,0.0029675532,0.00018882823,0.001046387,0.0016401432,0.0012604529],"domain_scores_gemma":[0.99629086,0.00033875625,0.00034002584,0.00060525653,0.0016807993,0.00074429455],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018701962,0.00041241088,0.000576065,0.0010221541,0.0050017806,0.0007877896,0.0020863283,0.0007199566,0.000011721981],"category_scores_gemma":[0.00011638008,0.00046736418,0.00010650792,0.0032475481,0.0017153356,0.0030136798,0.0004799274,0.001397012,0.00005107848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020052562,0.00021545234,0.010375679,0.00008512273,0.0003292898,0.00086520816,0.030866247,7.5908247e-7,0.00019664875,0.94635844,0.008089636,0.00061228336],"study_design_scores_gemma":[0.0011889834,0.00030119065,0.008649319,0.00018050268,0.00013983705,0.000006774287,0.17126705,0.000005750322,0.0001800321,0.000026735464,0.81752795,0.0005258677],"about_ca_topic_score_codex":0.028367594,"about_ca_topic_score_gemma":0.15582652,"teacher_disagreement_score":0.9463317,"about_ca_system_score_codex":0.0018810541,"about_ca_system_score_gemma":0.0071078823,"threshold_uncertainty_score":0.9997778},"labels":[],"label_agreement":null},{"id":"W2743289463","doi":"","title":"Art Administration as Performative Practice / Organizing Art as Institutional Critique","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Performative utterance; The arts; Context (archaeology); Institution; Visual arts; Art; Performance studies; Presentation (obstetrics); Embodied cognition; Gesture; Mediation; Administration (probate law); Contemporary art; Sociology; Art methodology; Aesthetics; Performance art; Political science; Art history; History; Epistemology; Social science; Linguistics; Medicine; Philosophy; Law","score_opus":0.09280406479005149,"score_gpt":0.39703807151528964,"score_spread":0.30423400672523815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743289463","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043340232,0.00004911404,0.000007684807,0.0034776677,0.0006026201,0.0011387876,0.00002483574,0.000081441896,0.9512776],"genre_scores_gemma":[0.05946122,0.00051653996,0.00017929994,0.00006955689,0.00022538166,0.0000013566937,0.00082662917,0.000019919566,0.9387001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99422586,0.0020688681,0.00027967818,0.0007346721,0.0019938173,0.0006970978],"domain_scores_gemma":[0.9940869,0.0003303791,0.00035534863,0.00034207816,0.0041735945,0.0007116553],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023178917,0.00033084635,0.00038407874,0.00055176445,0.007386853,0.0009679036,0.00174239,0.0008451482,0.00008749928],"category_scores_gemma":[0.0012484981,0.00040745898,0.00012507076,0.00183838,0.00077886984,0.00447352,0.00031540392,0.0020245907,0.000953236],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0012335817,0.00016658092,0.000060797447,0.000033100874,0.00015946817,0.0016239968,0.012229213,0.000004689357,0.00009182886,0.87065095,0.11321715,0.0005286652],"study_design_scores_gemma":[0.00051959214,0.00025264948,0.0001485081,0.00020265042,0.00007904021,0.00003812412,0.23968814,0.000004106779,0.00038873346,0.00014241764,0.75815994,0.00037610438],"about_ca_topic_score_codex":0.013176593,"about_ca_topic_score_gemma":0.013525291,"teacher_disagreement_score":0.8705085,"about_ca_system_score_codex":0.0048525464,"about_ca_system_score_gemma":0.018400261,"threshold_uncertainty_score":0.99983776},"labels":[],"label_agreement":null},{"id":"W2743431245","doi":"","title":"Fashion Forward: Toronto (ad)dresses the future [Exhibition Catalogue]","year":2009,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Art history; Art; Visual arts; Engineering","score_opus":0.045401131947294206,"score_gpt":0.2651529100077401,"score_spread":0.2197517780604459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743431245","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015924731,0.0005678957,0.0000055579476,0.001008664,0.00092209503,0.0014011064,0.0002815385,0.00009891723,0.99412173],"genre_scores_gemma":[0.011544196,0.0021945434,0.0000104933415,0.00008243412,0.0016005458,9.124067e-7,0.00052620075,0.000047136014,0.98399353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956038,0.0010860481,0.00029246826,0.0009886372,0.0012142664,0.00081476156],"domain_scores_gemma":[0.99663633,0.0002110858,0.00034383545,0.0010784995,0.0013544201,0.00037580417],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00090221793,0.00052762165,0.00060955225,0.00044180104,0.006307082,0.0013189878,0.003107638,0.00055882655,0.00009093798],"category_scores_gemma":[0.00002089277,0.00049998105,0.0003916636,0.00021040453,0.0014768824,0.0022965537,0.0009425007,0.0015911435,0.00018344882],"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":[0.00021930803,0.00012296379,0.0000103744105,0.000060042996,0.00020337621,0.0006814951,0.0021909943,0.000001865034,0.00003185228,0.8029295,0.19275108,0.0007971363],"study_design_scores_gemma":[0.00077343546,0.0004070829,0.00019862462,0.0001991706,0.00019086349,0.00001257559,0.013006568,0.00000981976,0.000036922942,0.0011474544,0.9834446,0.00057290756],"about_ca_topic_score_codex":0.0061692004,"about_ca_topic_score_gemma":0.18664084,"teacher_disagreement_score":0.8017821,"about_ca_system_score_codex":0.0036762054,"about_ca_system_score_gemma":0.0017684889,"threshold_uncertainty_score":0.9997452},"labels":[],"label_agreement":null},{"id":"W2743582375","doi":"","title":"Nicole Beno [Exhibition Catalogue]","year":2016,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Art; Art history; Visual arts","score_opus":0.084563351661787,"score_gpt":0.26989453097702787,"score_spread":0.18533117931524087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743582375","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017676436,0.000063924235,0.000009813944,0.00045901648,0.0008422139,0.0011587306,0.0008364941,0.00011096114,0.9947512],"genre_scores_gemma":[0.010229907,0.00030844516,0.000010147989,0.000037169182,0.00079896115,8.232796e-7,0.00039273195,0.00006350301,0.9881583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956718,0.0009027964,0.0003013181,0.0011291312,0.001095191,0.0008997325],"domain_scores_gemma":[0.9964304,0.00024827654,0.00033592273,0.0009876419,0.0014828948,0.0005148855],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008592832,0.0004952881,0.0006611846,0.0011804915,0.0044491384,0.0009162739,0.002709048,0.000548683,0.00020438553],"category_scores_gemma":[0.000031082618,0.0005325098,0.00035300173,0.00022851369,0.0022249105,0.0018526176,0.0014194947,0.001362532,0.0010254075],"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":[0.00024223533,0.00012943611,0.00003067474,0.000073540476,0.00024091994,0.0012792519,0.0009072133,5.461086e-7,0.00012768005,0.8467298,0.14983763,0.0004010936],"study_design_scores_gemma":[0.0012173633,0.00034867687,0.000067188754,0.0004398111,0.0001348261,0.000009650054,0.001361553,0.0000053503195,0.00015614992,0.0022976024,0.99329674,0.00066510006],"about_ca_topic_score_codex":0.0047092484,"about_ca_topic_score_gemma":0.02116629,"teacher_disagreement_score":0.8444322,"about_ca_system_score_codex":0.003270783,"about_ca_system_score_gemma":0.0025442224,"threshold_uncertainty_score":0.9997524},"labels":[],"label_agreement":null},{"id":"W2744420384","doi":"","title":"Supporting Youth Towards Positive Mental Health","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Loneliness; Mental health; Counterintuitive; Acknowledgement; Psychological intervention; Psychology; Depression (economics); Psychiatry; Computer security; Computer science","score_opus":0.07818864964347878,"score_gpt":0.37870383726194023,"score_spread":0.30051518761846147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744420384","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007607647,0.00023285107,0.00003159043,0.0039329953,0.00056771294,0.0022918752,0.00090401183,0.00067449216,0.9906037],"genre_scores_gemma":[0.006826356,0.0006237836,0.00042754106,0.000058743655,0.00031758603,4.341091e-7,0.0003244492,0.00019368174,0.99122745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914042,0.0032586108,0.00028700757,0.0013445194,0.0019124384,0.0017932337],"domain_scores_gemma":[0.99646807,0.00008392328,0.0005973945,0.0009498234,0.0007220082,0.0011787905],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028744068,0.0004751748,0.0008080911,0.0019637735,0.003881636,0.00032350226,0.00459199,0.001128695,0.000036603255],"category_scores_gemma":[0.00016244121,0.00062043866,0.00020401354,0.0024211651,0.0026689922,0.00087574124,0.0018778059,0.0015491087,0.00015805158],"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":[0.00019366055,0.00013972372,0.00032851793,0.000030225232,0.0002415608,0.00090646296,0.016609477,3.4955238e-7,0.000010189869,0.6089129,0.37125236,0.0013745553],"study_design_scores_gemma":[0.0014017392,0.0002522498,0.00009529758,0.0004211671,0.000055588684,0.000009261733,0.092866,0.0000031282807,0.000028157936,0.000042446787,0.9042887,0.0005362197],"about_ca_topic_score_codex":0.1607127,"about_ca_topic_score_gemma":0.048711788,"teacher_disagreement_score":0.60887045,"about_ca_system_score_codex":0.005358711,"about_ca_system_score_gemma":0.008929446,"threshold_uncertainty_score":0.99962467},"labels":[],"label_agreement":null},{"id":"W2747869378","doi":"","title":"From anger to vulgarity: How some new art updates old issues","year":2003,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Vulgarity; Anger; Aesthetics; Art; Advertising; Sociology; Visual arts; Psychology; Social psychology; Business","score_opus":0.11996142325061784,"score_gpt":0.2989013120335712,"score_spread":0.17893988878295333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747869378","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04903602,0.00010211298,0.00011122511,0.0048420914,0.000521897,0.00067190104,0.00013432233,0.00013282623,0.9444476],"genre_scores_gemma":[0.11023293,0.00010278119,0.0004256869,0.00032077258,0.0006666882,3.9313468e-7,0.00005580334,0.00003376954,0.8881612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656755,0.00075324986,0.00015946223,0.00085447053,0.00071643817,0.0009488318],"domain_scores_gemma":[0.9975018,0.00016458846,0.00009595811,0.0008460443,0.0004940541,0.0008975627],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000459173,0.00032293945,0.00043499138,0.00064506143,0.0025209235,0.0010649405,0.0016663149,0.00019564616,0.000118757045],"category_scores_gemma":[0.00007393669,0.00037918036,0.00017263318,0.00006855608,0.000790362,0.0023772242,0.000651287,0.00065009954,0.0005852041],"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":[0.00014990645,0.00012964153,0.0004184908,0.000011692617,0.0001470134,0.0005570432,0.019054724,0.000004033317,0.00034805268,0.8615543,0.11749833,0.00012674856],"study_design_scores_gemma":[0.001025192,0.00022380825,0.00021041458,0.000060063245,0.000072699964,0.0000043144287,0.019681899,0.000016356664,0.001687874,0.0030876314,0.97346514,0.00046461378],"about_ca_topic_score_codex":0.03115279,"about_ca_topic_score_gemma":0.014058945,"teacher_disagreement_score":0.8584667,"about_ca_system_score_codex":0.0006296896,"about_ca_system_score_gemma":0.00063333934,"threshold_uncertainty_score":0.99997205},"labels":[],"label_agreement":null},{"id":"W2748149308","doi":"","title":"A settler’s response to the TRC’s Calls to Action: A research journey towards an inclusive practice","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Decolonization; Colonialism; Action (physics); Traditional knowledge; Sociology; Environmental ethics; Construct (python library); Action research; Political science; Law; Pedagogy; Politics","score_opus":0.15268739778044274,"score_gpt":0.4713769611789834,"score_spread":0.3186895633985407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748149308","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029802117,0.000077930534,0.000039714127,0.02479451,0.0011695636,0.0049905484,0.00010980536,0.00012591931,0.9657118],"genre_scores_gemma":[0.0028274732,0.003085371,0.0004949407,0.00011954671,0.0017128175,0.0000021626026,0.000021872233,0.00013938661,0.9915964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97114205,0.022107067,0.00023746102,0.0013876543,0.0032666596,0.0018591111],"domain_scores_gemma":[0.9903413,0.0012795408,0.0004077753,0.0023075056,0.0035352253,0.0021286532],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017696055,0.00040011242,0.0005537406,0.0028354996,0.050275244,0.001480776,0.008406739,0.001003441,0.000062418956],"category_scores_gemma":[0.00059568754,0.00038327716,0.00017006323,0.0027805818,0.0019029992,0.0018816735,0.0004217886,0.0027033421,0.0006817905],"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":[0.003155995,0.00032562786,0.000012712976,0.000034369106,0.00015119465,0.0011509937,0.15800336,0.00000465427,0.00001692317,0.63745546,0.19922942,0.00045928053],"study_design_scores_gemma":[0.00054845784,0.0006724864,0.00014371988,0.00031217033,0.000060579576,0.000021685642,0.10778598,0.0000016052924,0.000028359107,0.000036457397,0.88995284,0.0004356775],"about_ca_topic_score_codex":0.6980468,"about_ca_topic_score_gemma":0.8710756,"teacher_disagreement_score":0.6907234,"about_ca_system_score_codex":0.0078123864,"about_ca_system_score_gemma":0.078571744,"threshold_uncertainty_score":0.9998619},"labels":[],"label_agreement":null},{"id":"W2748496252","doi":"","title":"Towards a friendly payday loan","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loan; Business; Population; Finance; Medicine; Environmental health","score_opus":0.06870467270351863,"score_gpt":0.27319437239776045,"score_spread":0.20448969969424183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748496252","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080890313,0.000757095,0.0004153587,0.00028559312,0.0009411534,0.0009785321,0.00054097833,0.00018956035,0.99508286],"genre_scores_gemma":[0.014144182,0.002285112,0.0005801825,0.00003425853,0.00037709216,0.0000010023052,0.00006591228,0.00027022298,0.98224205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996193,0.00033117132,0.00032947309,0.0016527844,0.00032488923,0.0011686786],"domain_scores_gemma":[0.996133,0.000056600908,0.0008979782,0.002139613,0.00021447623,0.0005583137],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000996754,0.0005558925,0.0011649806,0.0021108782,0.0020842499,0.00065737584,0.005132631,0.0010305548,0.00010339149],"category_scores_gemma":[0.000034286724,0.00076403515,0.0003955159,0.000839833,0.0011421065,0.0010377879,0.00149712,0.0013923338,0.0011578754],"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":[0.00013762184,0.00013999325,0.0006411987,0.00007394512,0.00024197555,0.0019936245,0.00028267057,0.0000014655277,0.0000114286795,0.80688995,0.18886387,0.0007222608],"study_design_scores_gemma":[0.0017292713,0.00021727421,0.0006817341,0.0003188775,0.000040096147,0.00002021917,0.00026898528,0.00002939588,0.000042186537,0.00018662302,0.9956015,0.00086383196],"about_ca_topic_score_codex":0.048501756,"about_ca_topic_score_gemma":0.0032745218,"teacher_disagreement_score":0.80673766,"about_ca_system_score_codex":0.0014301911,"about_ca_system_score_gemma":0.0008339614,"threshold_uncertainty_score":0.99961984},"labels":[],"label_agreement":null},{"id":"W2751063284","doi":"","title":"When ( i ) stand for the w(hole): Je maintiens mon être entre deux parenthèses embrassées.","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Linguistic and Sociocultural 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":"Materiality (auditing); Exhibition; Art; Heap (data structure); Repetition (rhetorical device); Art history; Linguistics; Computer science; Visual arts; Computer graphics (images); Philosophy; Aesthetics; Programming language","score_opus":0.07983460218153302,"score_gpt":0.36208066424754315,"score_spread":0.2822460620660101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751063284","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040862437,0.00065977284,0.00002960604,0.0010860022,0.0012561306,0.00224368,0.0001651338,0.00007727477,0.95361996],"genre_scores_gemma":[0.19436775,0.0025444487,0.00008283921,0.00001091644,0.00049627654,0.0000031127147,0.00013922893,0.00002709052,0.80232835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955353,0.0009664344,0.0002241211,0.0008931807,0.0013313324,0.0010495998],"domain_scores_gemma":[0.99518824,0.0011538512,0.00044432707,0.00074380304,0.0020689042,0.0004008729],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013427079,0.0004024361,0.0005933063,0.00028273798,0.020907516,0.0011553922,0.004379296,0.0006508843,0.000013646157],"category_scores_gemma":[0.0008928926,0.00035941292,0.00040421626,0.0004277378,0.0017023282,0.0008341719,0.0004821555,0.0010009405,0.00002552941],"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":[0.0007880667,0.00010297403,0.0029870507,0.00010346336,0.00059988553,0.00038977005,0.034176357,0.000005661667,0.000024307832,0.9409044,0.01849799,0.001420085],"study_design_scores_gemma":[0.0008259702,0.0001018164,0.002436279,0.0002016518,0.0002693099,6.4510925e-7,0.20277803,0.000011369356,0.00004576091,0.0004007799,0.79253894,0.0003894432],"about_ca_topic_score_codex":0.028465878,"about_ca_topic_score_gemma":0.042816713,"teacher_disagreement_score":0.9405036,"about_ca_system_score_codex":0.0018182395,"about_ca_system_score_gemma":0.0023115706,"threshold_uncertainty_score":0.9998858},"labels":[],"label_agreement":null},{"id":"W2754054161","doi":"","title":"Moov: Scaffolding Motion-Based, Paired Play Creation","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Human Motion and Animation","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":"Future Earth","funders":"","keywords":"Scaffold; Computer science; Motion capture; Architecture; Human–computer interaction; Coding (social sciences); Fidelity; Variety (cybernetics); Process (computing); Motion (physics); Multimedia; Engineering; Artificial intelligence; Visual arts; Programming language","score_opus":0.05156961122883795,"score_gpt":0.29743527020482474,"score_spread":0.24586565897598678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754054161","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12456829,0.000050514634,0.00060500216,0.00005229748,0.00059800385,0.0008389886,0.000043819407,0.00032589355,0.8729172],"genre_scores_gemma":[0.57991165,0.0001343789,0.0001488091,0.0000039146976,0.00012702141,0.0000011802351,0.0008036454,0.0000618692,0.41880754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969973,0.00050355867,0.00025771227,0.00073502323,0.00088160887,0.0006248018],"domain_scores_gemma":[0.9977128,0.00012063614,0.0002381349,0.00086663745,0.00068964594,0.00037216968],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00065993454,0.00042198747,0.0004671847,0.0014104757,0.003158269,0.0007776836,0.0020554992,0.0006967086,0.00002693434],"category_scores_gemma":[0.0000618855,0.00058001035,0.00024157415,0.0006186192,0.00022299963,0.0016570142,0.00010799782,0.0010276029,0.00016885385],"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":[0.0006227217,0.00021014026,0.0011971565,0.000623189,0.00035226566,0.000972449,0.0014386226,0.0050289975,0.008751646,0.96927196,0.0042777467,0.0072531095],"study_design_scores_gemma":[0.006493059,0.00047524532,0.042757645,0.002816385,0.0005367847,0.000019700363,0.013265144,0.045759592,0.0188819,0.00019036325,0.8659167,0.0028874313],"about_ca_topic_score_codex":0.0009192247,"about_ca_topic_score_gemma":0.0014896534,"teacher_disagreement_score":0.9690816,"about_ca_system_score_codex":0.0018221927,"about_ca_system_score_gemma":0.00055358675,"threshold_uncertainty_score":0.99966514},"labels":[],"label_agreement":null},{"id":"W2754385881","doi":"","title":"Working Mothers: Navigating maternity leave and career transition.","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Maternity leave; Profitability index; Work (physics); Diversity (politics); Conversation; Inclusion (mineral); Parental leave; Business; Public relations; Psychology; Political science; Economic growth; Social psychology; Economics","score_opus":0.10421658356054515,"score_gpt":0.3397170142315078,"score_spread":0.23550043067096266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754385881","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00750962,0.00058023125,0.000039357266,0.00041415592,0.00044178095,0.0010698441,0.000045661025,0.00026394235,0.9896354],"genre_scores_gemma":[0.04745145,0.0034470852,0.00028580762,0.000015699597,0.000482098,7.670198e-7,0.000017222674,0.00015437913,0.9481455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99465966,0.0019622587,0.00014185843,0.0010647414,0.0011616464,0.0010098204],"domain_scores_gemma":[0.99763983,0.000220399,0.00035313555,0.0009177006,0.00031859355,0.0005503646],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0015061959,0.0003923864,0.000585245,0.0005599468,0.004716561,0.00085339777,0.0032325133,0.0009257159,0.000037283808],"category_scores_gemma":[0.00006883927,0.00050919864,0.00015465268,0.00053769123,0.0027202086,0.0009073346,0.00080796104,0.0016285587,0.000052093637],"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":[0.00048777857,0.00023899644,0.023564342,0.0002885219,0.0008004202,0.0037848598,0.03106967,0.000010659105,0.00016074664,0.8416211,0.09210021,0.005872722],"study_design_scores_gemma":[0.00089189893,0.00006729358,0.001174577,0.0018404613,0.000081896695,0.0000071362074,0.038030215,0.0000050223766,0.000017588662,0.000046308985,0.95728457,0.0005530502],"about_ca_topic_score_codex":0.06168193,"about_ca_topic_score_gemma":0.03532696,"teacher_disagreement_score":0.86518437,"about_ca_system_score_codex":0.0013408987,"about_ca_system_score_gemma":0.00091619836,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W2757936961","doi":"","title":"Promoting Inclusion through Organizational Culture Change","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Gender Diversity and Inequality","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 College of Art and Design","funders":"","keywords":"Inclusion (mineral); Public relations; Organizational culture; Ethnography; Public sector; Narrative; Business; Sociology; Political science; Social science","score_opus":0.23843385333369543,"score_gpt":0.3717225828811864,"score_spread":0.133288729547491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757936961","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030809594,0.00020036008,0.000053188764,0.0013060181,0.0005129404,0.001883085,0.00014488904,0.00024761204,0.9953438],"genre_scores_gemma":[0.014157538,0.0018080429,0.00029775154,0.0000604185,0.00074495,7.6690065e-7,0.00012456108,0.00010274106,0.9827032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935347,0.0024705813,0.00014794696,0.0010858921,0.0018248355,0.00093604665],"domain_scores_gemma":[0.99708575,0.00008776516,0.00049451133,0.00096654665,0.00086867705,0.00049674674],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0016746866,0.00037152396,0.00051209115,0.00061708497,0.015620327,0.0005602073,0.0056507904,0.0011432674,0.000080566075],"category_scores_gemma":[0.00020761418,0.00046272934,0.0001923288,0.001172629,0.0016979227,0.0020478282,0.006222111,0.001212892,0.00015994733],"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":[0.00008412752,0.00017458356,0.0014911797,0.00009037748,0.00015518573,0.0007166034,0.030888453,1.7450105e-7,0.000029059107,0.85682726,0.10914361,0.0003994152],"study_design_scores_gemma":[0.00085387024,0.0000835122,0.00028765074,0.00037341414,0.000084680556,0.0000033766091,0.012077154,0.000004012373,0.000041599913,0.00028795196,0.98538595,0.0005168152],"about_ca_topic_score_codex":0.07053133,"about_ca_topic_score_gemma":0.012454596,"teacher_disagreement_score":0.87624234,"about_ca_system_score_codex":0.0017430804,"about_ca_system_score_gemma":0.0015592703,"threshold_uncertainty_score":0.99978244},"labels":[],"label_agreement":null},{"id":"W2768139343","doi":"","title":"Animated skeuomorphic services for the web","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"License; Government (linguistics); Computer science; World Wide Web; Citizen journalism; Internet privacy; Linguistics","score_opus":0.053346882940075266,"score_gpt":0.30853247116437643,"score_spread":0.25518558822430115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768139343","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002909894,0.00008014893,0.018920455,0.0015625233,0.00073183695,0.0019363125,0.00005003098,0.0005780056,0.9758497],"genre_scores_gemma":[0.010761846,0.0001642876,0.00193852,0.000083850726,0.00018236025,0.0000032080582,0.000036022357,0.00013516285,0.98669475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961517,0.0008838855,0.00021106741,0.0012099441,0.0007320504,0.000811349],"domain_scores_gemma":[0.99598515,0.00048272227,0.0004766609,0.0018965338,0.0009963945,0.00016255051],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0011255105,0.00042003326,0.00049710955,0.0018896178,0.0022272498,0.00061230455,0.010268113,0.00076751655,0.000013950528],"category_scores_gemma":[0.000038443257,0.0004151614,0.0001861943,0.0022418383,0.0008727042,0.0011075075,0.0024791425,0.0014042384,0.0002461438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014378651,0.00008014777,0.00007786171,0.0000971205,0.00031464043,0.0002739091,0.00013269256,0.0000060423354,0.0007484506,0.9024253,0.09528437,0.0004156769],"study_design_scores_gemma":[0.001196629,0.00029425032,0.000098967466,0.00026952266,0.000067323475,0.00003493583,0.00077488116,0.00524436,0.00045970787,0.0001558179,0.99096256,0.00044103456],"about_ca_topic_score_codex":0.002166106,"about_ca_topic_score_gemma":0.0017834952,"teacher_disagreement_score":0.9022695,"about_ca_system_score_codex":0.0008554468,"about_ca_system_score_gemma":0.00067835604,"threshold_uncertainty_score":0.99983},"labels":[],"label_agreement":null},{"id":"W2770173572","doi":"","title":"How easily understandable are complex multi-layered system maps","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Computer science; Usability; Concept map; Human–computer interaction; Data science; Zoom; Presentation (obstetrics); Software engineering; World Wide Web; Engineering; Artificial intelligence","score_opus":0.17391201591406424,"score_gpt":0.29476853855778407,"score_spread":0.12085652264371982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770173572","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007846313,0.00009453722,0.1221337,0.0012104365,0.0005453223,0.0015712465,0.00012542236,0.00068955804,0.8735513],"genre_scores_gemma":[0.037502762,0.00005907654,0.007540002,0.000030261712,0.00013136833,0.0000010619314,0.00003493244,0.00016986608,0.95453066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99186826,0.0031109778,0.0002620954,0.0020394078,0.0014447672,0.0012744991],"domain_scores_gemma":[0.9948088,0.0002701876,0.00055411045,0.0028150855,0.0007584969,0.00079331925],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0012627048,0.0006775513,0.0010453541,0.0016301292,0.0018636945,0.0017899341,0.010401579,0.0009323474,0.000005738066],"category_scores_gemma":[0.00005947326,0.000805739,0.00033716758,0.0018579307,0.0009134593,0.0012847326,0.0029407404,0.0014477853,0.00027365255],"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":[0.00019143581,0.00023194114,0.00046145607,0.00040344626,0.00031803682,0.0017412578,0.0002055207,0.000027465388,0.0002680499,0.886672,0.109305605,0.00017373772],"study_design_scores_gemma":[0.002428173,0.00029890516,0.00022818371,0.0008204793,0.00006872664,0.000047863465,0.0048911967,0.0041564717,0.00020196592,0.000043804674,0.9858991,0.00091516],"about_ca_topic_score_codex":0.006755801,"about_ca_topic_score_gemma":0.003478711,"teacher_disagreement_score":0.88662827,"about_ca_system_score_codex":0.0028846432,"about_ca_system_score_gemma":0.0009739937,"threshold_uncertainty_score":0.9998583},"labels":[],"label_agreement":null},{"id":"W2772666323","doi":"","title":"A brief investigation of buildings on stilts","year":2004,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Criticism; Engineering; Visual arts; Engineering ethics; Sociology; Library science; Political science; Art; Law; Computer science","score_opus":0.04758200458288289,"score_gpt":0.251534004450506,"score_spread":0.2039519998676231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772666323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5181615,0.000022557375,0.0048761223,0.000093663795,0.000088768254,0.0004082829,0.000013322335,0.00012728729,0.47620854],"genre_scores_gemma":[0.98337305,0.00006541325,0.0015818542,0.000019236473,0.000048553284,2.8629444e-7,0.0000101862215,0.000028919869,0.014872524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797505,0.00030825476,0.00015863142,0.00044247482,0.0006320688,0.0004835116],"domain_scores_gemma":[0.99863636,0.00014496897,0.00006908103,0.00051769614,0.0002831572,0.0003487139],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044716473,0.0002182268,0.0002866445,0.0007854455,0.0007075712,0.00008743661,0.0012687105,0.00021108329,0.0000014168711],"category_scores_gemma":[0.000035388104,0.00027085264,0.000109207765,0.0010340294,0.00052493974,0.00070989865,0.00029375937,0.0007090724,0.00002395219],"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":[0.00041138422,0.00007399518,0.0011987893,0.00008563863,0.000104342864,0.0004975057,0.0013664212,0.019402064,0.018446475,0.957333,0.00045462415,0.00062575826],"study_design_scores_gemma":[0.019337008,0.0040355795,0.044579297,0.0019189153,0.00037044726,0.00016812234,0.008076667,0.0054757157,0.42331928,0.0111325625,0.4782922,0.0032942148],"about_ca_topic_score_codex":0.0016800617,"about_ca_topic_score_gemma":0.00017606943,"teacher_disagreement_score":0.94620043,"about_ca_system_score_codex":0.0008721088,"about_ca_system_score_gemma":0.00037250025,"threshold_uncertainty_score":0.99997437},"labels":[],"label_agreement":null},{"id":"W2773208288","doi":"","title":"Redefining Disability in Iran through Entertainment Education","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Disability Rights and Representation","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":"Inclusion (mineral); Entertainment; The Internet; Political science; Public relations; Sociology; Economic growth; Gender studies; Law","score_opus":0.09013721483351522,"score_gpt":0.3820754450414352,"score_spread":0.29193823020792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773208288","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048038824,0.000050585535,0.000052310912,0.0015185262,0.0005367497,0.0016542162,0.000017997034,0.00010927141,0.9912565],"genre_scores_gemma":[0.07962056,0.0003533312,0.00025694442,0.00002289306,0.0002619186,0.0000016990214,0.00005649952,0.00007130501,0.91935486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.993254,0.0036292572,0.00023941862,0.0010574784,0.0011034891,0.0007163289],"domain_scores_gemma":[0.9981318,0.00025388537,0.00024529608,0.0008695832,0.00017336934,0.00032604882],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016627811,0.00028015586,0.00046310545,0.00048925076,0.0016049953,0.00033433235,0.0019909334,0.0005951228,0.00007825165],"category_scores_gemma":[0.00010913516,0.00031491244,0.00017080847,0.001245059,0.0029062147,0.0008258352,0.0005381433,0.00078118814,0.000100405],"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":[0.00015301975,0.00062004663,0.01235888,0.00007678808,0.000055607507,0.00006107595,0.0044897078,0.0000051231636,0.000015401822,0.95617586,0.024793614,0.0011948873],"study_design_scores_gemma":[0.00072221976,0.000079726895,0.0022810972,0.0003486494,0.000036431007,0.0000010066844,0.030368622,0.000008550111,0.000011537953,0.000740447,0.96505207,0.0003496242],"about_ca_topic_score_codex":0.20311745,"about_ca_topic_score_gemma":0.0811688,"teacher_disagreement_score":0.9554354,"about_ca_system_score_codex":0.0030886447,"about_ca_system_score_gemma":0.0013544477,"threshold_uncertainty_score":0.9999303},"labels":[],"label_agreement":null},{"id":"W2773226800","doi":"","title":"Housing Horizons: Models for Real Estate and Community Investment","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Collaborative and Sustainable Housing Initiatives","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":"Real estate; Futures studies; Futures contract; Population; Transformational leadership; Business; Economics; Public relations; Sociology; Finance; Political science; Computer science","score_opus":0.16429865926673395,"score_gpt":0.3879234146892942,"score_spread":0.22362475542256025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773226800","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027777988,0.00008852231,0.00031439445,0.00024308554,0.00018253895,0.002243744,0.00016386449,0.0001508951,0.99383515],"genre_scores_gemma":[0.0074535506,0.0072045713,0.00083466555,0.000015801497,0.0001689278,0.0000023436542,0.000038461807,0.00011998602,0.9841617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927043,0.0049751764,0.0001313512,0.00065655814,0.00067425333,0.0008584005],"domain_scores_gemma":[0.9967635,0.00057113916,0.00036012442,0.00087079726,0.00094101205,0.00049340504],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0025036214,0.0003326815,0.00055492634,0.00096889614,0.014215489,0.00089895725,0.0023984928,0.00054995157,0.0000026861846],"category_scores_gemma":[0.00022806763,0.00042163164,0.00011989013,0.0006907781,0.003248123,0.0014325223,0.0011594506,0.0011735585,0.0000037963073],"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":[0.0003422931,0.00016223571,0.00015095904,0.00012963131,0.00022426243,0.00046522787,0.012154756,0.000009596273,0.000015939906,0.96033543,0.02435106,0.0016585778],"study_design_scores_gemma":[0.0010958052,0.0003162751,0.000044520242,0.00034337048,0.000094217,0.0000010511875,0.09492219,0.00007757626,0.000011041839,0.0006246342,0.90205294,0.0004163737],"about_ca_topic_score_codex":0.22603862,"about_ca_topic_score_gemma":0.107977025,"teacher_disagreement_score":0.95971084,"about_ca_system_score_codex":0.001820088,"about_ca_system_score_gemma":0.003711685,"threshold_uncertainty_score":0.9998236},"labels":[],"label_agreement":null},{"id":"W2773850956","doi":"","title":"Designing Inclusive Playscapes Across Sensorial + Socio-Spatial Boundaries","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Context (archaeology); Urban design; Delphi method; Public space; Sociology; Space (punctuation); Architecture; Public relations; Urban planning; Architectural engineering; Geography; Political science; Engineering; Computer science; Civil engineering","score_opus":0.05152185683592799,"score_gpt":0.3480240226148644,"score_spread":0.29650216577893646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773850956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008031908,0.00004629474,0.039633438,0.00058086903,0.002162421,0.001174887,0.000079350175,0.00055320305,0.95496637],"genre_scores_gemma":[0.020085832,0.00008031713,0.0041928766,0.000025532805,0.0006255133,0.00000142508,0.00004039767,0.00014964578,0.97479844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99412835,0.0014427862,0.0002475388,0.001690115,0.0012221911,0.0012690416],"domain_scores_gemma":[0.99525374,0.0002651898,0.00088238996,0.0021603247,0.0011693434,0.00026903962],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.001167244,0.0006017341,0.00077629514,0.0017070827,0.010128796,0.0026326552,0.010170189,0.0013858812,0.000012240633],"category_scores_gemma":[0.00018875874,0.0007615965,0.00023115193,0.0010048567,0.0036427444,0.0027599374,0.0073125535,0.002598327,0.00022581211],"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":[0.00034105664,0.00011371137,0.00016819252,0.000048078953,0.00045429525,0.003982964,0.0018064366,0.000004523392,0.0013851182,0.89901996,0.09092062,0.001755061],"study_design_scores_gemma":[0.0017793913,0.0003262029,0.00009565452,0.00039637517,0.000046772664,0.00006737995,0.0025393001,0.00020389071,0.0030222486,0.00025285562,0.99049807,0.000771857],"about_ca_topic_score_codex":0.014735608,"about_ca_topic_score_gemma":0.0051717195,"teacher_disagreement_score":0.89957744,"about_ca_system_score_codex":0.0026251448,"about_ca_system_score_gemma":0.0025006833,"threshold_uncertainty_score":0.99991053},"labels":[],"label_agreement":null},{"id":"W2774262029","doi":"","title":"The Future CIO: From Computer Scientist to Visual Artist","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Information Technology Governance and Strategy","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":"Ontario College of Art and Design","funders":"","keywords":"General partnership; Competition (biology); Reading (process); Business; Information technology; Public relations; Knowledge management; Political science; Marketing; Management; Economics; Computer science; Finance","score_opus":0.02134447608587065,"score_gpt":0.2690973209935691,"score_spread":0.24775284490769844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774262029","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017153298,0.00006856154,0.00029392776,0.0012380215,0.0014161677,0.00082880567,0.000053226613,0.00020173927,0.9941842],"genre_scores_gemma":[0.0037152886,0.0001576024,0.00014747305,0.00015559055,0.0018525067,7.3274697e-7,0.00008327863,0.00007617559,0.99381137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758047,0.00009587259,0.00015655486,0.0006799427,0.00080072525,0.0006864574],"domain_scores_gemma":[0.9978318,0.000050999664,0.00049548235,0.0011021262,0.0004369487,0.00008260915],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005185682,0.00032132925,0.0003634616,0.00095098204,0.0048354766,0.0022422094,0.00481076,0.0005139353,0.000024272607],"category_scores_gemma":[0.000024918454,0.00031218986,0.0001407178,0.00087803963,0.00088767195,0.0018783722,0.0022804653,0.0008916522,0.0011306197],"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":[0.00011053267,0.000029527142,0.0003871931,0.000020073212,0.000078892415,0.0003924575,0.00001834233,0.0000017115606,0.00001468484,0.58449256,0.41153252,0.0029214849],"study_design_scores_gemma":[0.0007276433,0.00003879473,0.0018613169,0.00019519622,0.000047047713,0.0000027387607,0.0009638232,0.00017260804,0.000017095961,0.000073671115,0.99552214,0.0003779144],"about_ca_topic_score_codex":0.017548207,"about_ca_topic_score_gemma":0.015118096,"teacher_disagreement_score":0.5844189,"about_ca_system_score_codex":0.0004002729,"about_ca_system_score_gemma":0.0003380642,"threshold_uncertainty_score":0.999933},"labels":[],"label_agreement":null},{"id":"W2774879673","doi":"","title":"Lenscraft: Jessica Eaton asks us to think about how we see","year":2013,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":"Exhibition; Studio; Art history; Art; Visual arts; Carr; Media studies; History; Sociology","score_opus":0.08808146337787008,"score_gpt":0.2846651334357324,"score_spread":0.19658367005786231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774879673","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27506426,0.000081394945,0.000018037576,0.002712752,0.00028737448,0.001151017,0.000053622705,0.00014089329,0.72049063],"genre_scores_gemma":[0.5175011,0.000105360064,0.00008557036,0.00010688648,0.00021309167,0.0000013804275,0.000015436346,0.000022729659,0.48194844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963286,0.0007992542,0.000164785,0.000876637,0.0008553283,0.000975431],"domain_scores_gemma":[0.997122,0.00014170769,0.00012537693,0.0007851238,0.0010671726,0.0007586165],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00043895544,0.00037185833,0.00043656255,0.0008536944,0.004191729,0.001707721,0.0025314237,0.0002734572,0.00012067354],"category_scores_gemma":[0.00003197701,0.00038141455,0.00027886542,0.0007968674,0.0009950764,0.003009643,0.0009688541,0.0010928459,0.00053606194],"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":[0.0002776569,0.00021279624,0.00046368493,0.000045848396,0.00017832579,0.0004555782,0.013507629,0.0000036165445,0.0040564844,0.92660713,0.053757578,0.00043364856],"study_design_scores_gemma":[0.0009769533,0.00049327133,0.0018197225,0.00015993825,0.000060106107,0.000008878862,0.032518692,0.00004324343,0.0019686597,0.0001839714,0.9612479,0.0005186158],"about_ca_topic_score_codex":0.011572292,"about_ca_topic_score_gemma":0.0024467884,"teacher_disagreement_score":0.9264232,"about_ca_system_score_codex":0.00045737845,"about_ca_system_score_gemma":0.00031654036,"threshold_uncertainty_score":0.9998638},"labels":[],"label_agreement":null},{"id":"W2775683807","doi":"","title":"All our relations: The 18th Biennale of Sydney connects continents","year":2012,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic geography; History; Geology; Geography","score_opus":0.16205063809719583,"score_gpt":0.35144561311140676,"score_spread":0.18939497501421093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775683807","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23295386,0.00008312169,0.000014833054,0.0077343644,0.00028106588,0.00065893825,0.000011330959,0.000031739735,0.75823075],"genre_scores_gemma":[0.5506496,0.00013729696,0.00005014202,0.000026270372,0.00007994422,2.6478992e-7,0.000006302838,0.00000504046,0.44904515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967438,0.001306767,0.00016271674,0.00028637156,0.0008024021,0.00069795974],"domain_scores_gemma":[0.99814576,0.00024258686,0.00017318377,0.00034760527,0.00066982093,0.00042104328],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017958335,0.00013511676,0.00021531581,0.00023605525,0.0029335904,0.00015831862,0.0016406418,0.00020708027,0.000014439367],"category_scores_gemma":[0.00020023085,0.00012340279,0.00010589038,0.001282512,0.0006633798,0.0013875446,0.00057026243,0.0005343155,0.00005798361],"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":[0.0001330007,0.00012487188,0.022009376,0.000006528406,0.00012709798,0.0000506229,0.0072162133,0.0000062568934,0.0002265284,0.92416084,0.045709502,0.00022919047],"study_design_scores_gemma":[0.0005642662,0.0000470441,0.011559552,0.000048263933,0.000046368343,0.0000027729898,0.07035355,0.000006226996,0.00038405746,0.000037056587,0.91679174,0.00015907233],"about_ca_topic_score_codex":0.023618054,"about_ca_topic_score_gemma":0.0020008443,"teacher_disagreement_score":0.92412376,"about_ca_system_score_codex":0.00081342,"about_ca_system_score_gemma":0.00076144765,"threshold_uncertainty_score":0.99836445},"labels":[],"label_agreement":null},{"id":"W2776849456","doi":"","title":"The reflection room: Shifting from death-avoiding to death-discussing","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Participatory Visual Research Methods","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":"Storytelling; Narrative; Empathy; Reading (process); Set (abstract data type); Psychology; Aesthetics; Sociology; Media studies; Public relations; Social psychology; Political science; Computer science; Art; Literature","score_opus":0.5888195498026402,"score_gpt":0.5906617389347804,"score_spread":0.0018421891321401818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776849456","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043832515,0.00017533565,0.0014342079,0.0014617182,0.00069655525,0.0016987929,0.000054536617,0.00029872436,0.9897969],"genre_scores_gemma":[0.0146534415,0.000681447,0.0012060301,0.000024534254,0.00087539107,0.0000030329886,0.000008224222,0.00020239208,0.9823455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97905254,0.014979103,0.00028498683,0.0013619778,0.0023549115,0.0019664678],"domain_scores_gemma":[0.99372953,0.0027270052,0.00033674703,0.0011901151,0.00063392957,0.0013826842],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008692439,0.00043752854,0.00057630084,0.0011261426,0.013093175,0.0013462275,0.005067734,0.0007690744,0.00006477713],"category_scores_gemma":[0.0018027734,0.00039382168,0.00025047283,0.0019660466,0.0011829961,0.0010986768,0.0020253016,0.001833857,0.0005525662],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047567196,0.00007418308,0.0021142287,0.000017551038,0.00026170837,0.00067968544,0.0026223056,0.000002346788,0.0016557061,0.9562745,0.03154869,0.004273423],"study_design_scores_gemma":[0.0006117628,0.00012411906,0.0005699081,0.00057526387,0.00007355717,0.000001370906,0.011153369,0.000017956165,0.00045742386,0.0003626068,0.98553455,0.0005180884],"about_ca_topic_score_codex":0.06416395,"about_ca_topic_score_gemma":0.02785905,"teacher_disagreement_score":0.9559119,"about_ca_system_score_codex":0.005049759,"about_ca_system_score_gemma":0.0030666797,"threshold_uncertainty_score":0.99985135},"labels":[],"label_agreement":null},{"id":"W2779380778","doi":"","title":"The Alberta CoLab experience: Embedding Systemic Design in government.","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Government (linguistics); Systemic risk; Business; Economics","score_opus":0.0911048895069441,"score_gpt":0.30257349981732456,"score_spread":0.21146861031038044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779380778","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019370979,0.00019205098,0.000010546134,0.00010243036,0.00061474007,0.0014153653,0.00007426475,0.000050238985,0.99560326],"genre_scores_gemma":[0.024452958,0.00038489373,0.000016256852,0.000010054171,0.00022287903,0.0000022424135,0.000012430878,0.000109236855,0.974789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950689,0.0019487061,0.0002363449,0.00073132437,0.0012499517,0.0007647458],"domain_scores_gemma":[0.9978572,0.0004008813,0.00027600737,0.0007595631,0.00038574793,0.00032056987],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013615304,0.00035134557,0.00047429404,0.00046059245,0.0024487039,0.0009995719,0.002801602,0.00030702903,0.00008761593],"category_scores_gemma":[0.00009481167,0.0003366322,0.00010988282,0.00047713896,0.0013220356,0.00068018504,0.0009806682,0.000908403,0.00016713378],"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":[0.00024071656,0.00008647153,0.00022290972,0.00003763539,0.00012416866,0.0006272059,0.0047811284,0.000010434066,0.000040708856,0.7834357,0.21032982,0.000063107655],"study_design_scores_gemma":[0.0009416045,0.00014107354,0.00002099658,0.00039626771,0.000037359172,0.000007855959,0.037363123,0.0001413961,0.000024595945,0.000038331138,0.96050483,0.00038254022],"about_ca_topic_score_codex":0.03753803,"about_ca_topic_score_gemma":0.12865247,"teacher_disagreement_score":0.7833974,"about_ca_system_score_codex":0.002500302,"about_ca_system_score_gemma":0.0010055016,"threshold_uncertainty_score":0.99990857},"labels":[],"label_agreement":null},{"id":"W2781957072","doi":"","title":"Revisiting the Retrospective: Authorship and Authority in The Michael Snow Project","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Framing (construction); Argument (complex analysis); Interpretation (philosophy); Sociology; Epistemology; Aesthetics; History; Art; Archaeology; Philosophy; Linguistics","score_opus":0.14509210652309715,"score_gpt":0.3675855609929536,"score_spread":0.22249345446985644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781957072","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12665057,0.0002074348,0.000004070851,0.0011648637,0.00011852616,0.0015852377,0.00007398856,0.00003322898,0.87016207],"genre_scores_gemma":[0.5491768,0.00016343764,0.000013950381,0.00001511022,0.00036894422,0.000002775755,0.00011927284,0.00002405021,0.45011568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924915,0.0042159404,0.00024739798,0.000848166,0.001403139,0.00079385244],"domain_scores_gemma":[0.9966461,0.0009389563,0.0002329204,0.00070007564,0.0012684114,0.00021352108],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0050101657,0.00035868143,0.00049403013,0.0007240762,0.00496299,0.0011648311,0.0026989975,0.0003285682,0.000009454886],"category_scores_gemma":[0.0005190216,0.00027626372,0.00013777013,0.00078705506,0.0015915092,0.0008811409,0.00055273314,0.002793604,0.000025831845],"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":[0.00072044967,0.00006649935,0.0028193288,0.00011463759,0.00008693958,0.00070764526,0.04403884,3.2383826e-7,0.000015878832,0.9472208,0.0032229703,0.0009856707],"study_design_scores_gemma":[0.00089701475,0.00027604983,0.021845486,0.0004319916,0.00012245929,0.000017550892,0.42556491,0.00007068664,0.000022604025,0.0024313775,0.5478784,0.00044149498],"about_ca_topic_score_codex":0.018167665,"about_ca_topic_score_gemma":0.011548892,"teacher_disagreement_score":0.9447894,"about_ca_system_score_codex":0.0010927018,"about_ca_system_score_gemma":0.001203701,"threshold_uncertainty_score":0.99996895},"labels":[],"label_agreement":null},{"id":"W2782920639","doi":"","title":"Tecumseh, A Portrait: Dismantling the Myth, as an Agent of Change","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Indigenous; Colonialism; Portrait; Identity (music); Mythology; Decolonization; Representation (politics); Sovereignty; Sociology; History; Gender studies; Anthropology; Aesthetics; Political science; Law; Art; Art history; Classics; Archaeology","score_opus":0.28839016321585825,"score_gpt":0.3760639771448514,"score_spread":0.08767381392899315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782920639","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.334806,0.00015149832,4.6918075e-7,0.00010270355,0.00044848426,0.0010429933,0.00012670139,0.00004901849,0.66327214],"genre_scores_gemma":[0.5766501,0.00021515909,0.000008934851,0.00004239402,0.00037703046,0.0000021792457,0.0005063493,0.000037407903,0.42216048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631464,0.0009260721,0.00025682346,0.00073793484,0.0011573351,0.000607214],"domain_scores_gemma":[0.99674374,0.00008614036,0.00038919167,0.00078282884,0.0015875378,0.00041058115],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009342735,0.00039201172,0.00052964216,0.00082015,0.0029505594,0.0004833998,0.0028724258,0.00040216141,0.000025744213],"category_scores_gemma":[0.000029485896,0.0003524891,0.0003207043,0.00061478245,0.0009463037,0.0016098833,0.00034322738,0.0013189866,0.000031380736],"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":[0.0011454173,0.0003125696,0.000053380245,0.0001398891,0.00027947067,0.0006314099,0.064577825,0.0000011920953,0.00045719917,0.9293208,0.0024582413,0.0006225709],"study_design_scores_gemma":[0.0007697035,0.00069332676,0.00049478415,0.00032012083,0.000239493,0.000009243369,0.22737378,0.00001710833,0.0005595515,0.0004167925,0.76865876,0.00044734255],"about_ca_topic_score_codex":0.022861872,"about_ca_topic_score_gemma":0.013546777,"teacher_disagreement_score":0.92890406,"about_ca_system_score_codex":0.00036158605,"about_ca_system_score_gemma":0.00087834196,"threshold_uncertainty_score":0.9998927},"labels":[],"label_agreement":null},{"id":"W2782924471","doi":"","title":"Green-Booting the Office: Designing a healthier office for employees in Toronto","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Disconnection; Context (archaeology); Office workers; Work (physics); Public relations; Everyday life; Psychology; Business; Sociology; Engineering; Political science; Geography; Operations management","score_opus":0.07168579630532362,"score_gpt":0.33529870898751624,"score_spread":0.2636129126821926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782924471","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023115226,0.000258179,0.0003313796,0.0005477173,0.0001939411,0.0026951635,0.00004776077,0.00008561304,0.9935287],"genre_scores_gemma":[0.0069796904,0.00040851565,0.001159898,0.000062821695,0.00019527866,0.000003017824,0.00002084163,0.00015728906,0.99101263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99541247,0.0011233366,0.00021138703,0.0011461969,0.00089165376,0.0012149472],"domain_scores_gemma":[0.99727744,0.00037454127,0.00046089615,0.0013474796,0.00008468028,0.00045496947],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019262059,0.0004063094,0.0005783546,0.0003492166,0.0038574925,0.00032890073,0.0043105325,0.0005867112,0.0000846793],"category_scores_gemma":[0.00006687519,0.0004121383,0.00018086274,0.00052514987,0.0011130553,0.0009502406,0.0016640447,0.0011011618,0.0001246662],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002287007,0.0006451707,0.047801647,0.00040490745,0.00026832207,0.0013846878,0.0025582016,0.00006646278,0.0002717537,0.54126316,0.3997824,0.003266296],"study_design_scores_gemma":[0.0014045956,0.0004163309,0.003379323,0.00042511328,0.000053561085,0.0000075331654,0.003216531,0.00011936206,0.000014451932,0.000011561348,0.9904892,0.00046242238],"about_ca_topic_score_codex":0.5678423,"about_ca_topic_score_gemma":0.6989591,"teacher_disagreement_score":0.5907068,"about_ca_system_score_codex":0.0047801505,"about_ca_system_score_gemma":0.0008908634,"threshold_uncertainty_score":0.99983305},"labels":[],"label_agreement":null},{"id":"W2784202917","doi":"10.24377/dteij.article1481","title":"Problem Based Learning: Developing competency in knowledge integration in health design","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Empathy and Medical Education","field":"Medicine","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":"Ontario College of Art and Design; Beef Farmers of Ontario","funders":"","keywords":"Process (computing); Stakeholder; Context (archaeology); Psychology; Knowledge management; Representation (politics); Computer science; Public relations; Political science","score_opus":0.15503913085463805,"score_gpt":0.38701466941997376,"score_spread":0.2319755385653357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784202917","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.402623,0.00008583928,0.0038987095,0.007923513,0.00020727223,0.0028664665,0.000002485641,0.0001953651,0.58219737],"genre_scores_gemma":[0.8872203,0.0003016816,0.004564561,0.000066299115,0.000042022657,0.0000024834987,0.00008222335,0.000020700238,0.10769971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996188,0.0019098455,0.0002615242,0.0005404195,0.00046883206,0.00063141296],"domain_scores_gemma":[0.9985131,0.00037188758,0.0001053989,0.0002709366,0.00036107443,0.00037758215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002957163,0.00015917463,0.00035623758,0.001951706,0.0006409704,0.000053935844,0.0005500674,0.00019810836,0.000003195341],"category_scores_gemma":[0.00028836628,0.00018411745,0.00006126813,0.0044106026,0.00023071865,0.0005008984,0.00021422918,0.0012110543,0.00005841801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016042683,0.00079023646,0.025492655,0.000467455,0.00003293868,0.002034298,0.022263482,0.0006204794,0.0014250514,0.9341335,0.0015280785,0.00960754],"study_design_scores_gemma":[0.01783119,0.0034845555,0.30148834,0.008204049,0.000059412156,0.000059228852,0.19480395,0.038475778,0.0041656485,0.00055611396,0.42975768,0.0011140445],"about_ca_topic_score_codex":0.0028179134,"about_ca_topic_score_gemma":0.001137589,"teacher_disagreement_score":0.9335774,"about_ca_system_score_codex":0.0027017945,"about_ca_system_score_gemma":0.006147455,"threshold_uncertainty_score":0.99948674},"labels":[],"label_agreement":null},{"id":"W2786918314","doi":"","title":"Design methods for systemic design research","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","field":"Decision 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":"Ontario College of Art and Design","funders":"","keywords":"Knowledge management; Computer science; Systems thinking; Management science; Product design; Sociology; Product (mathematics); Engineering; Artificial intelligence","score_opus":0.6189989419604367,"score_gpt":0.5395451285938796,"score_spread":0.0794538133665571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786918314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007941827,0.0004628004,0.4674681,0.000111134446,0.00046870098,0.0035779655,0.000020084613,0.00012304618,0.5277602],"genre_scores_gemma":[0.0011134959,0.0000873602,0.087906204,0.000017552085,0.0004293611,0.000007906667,0.0000072741695,0.0003091752,0.9101217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9508331,0.03799746,0.000935121,0.0031624779,0.0051570265,0.0019148035],"domain_scores_gemma":[0.9618453,0.026210507,0.0011219706,0.004436262,0.0052228435,0.0011631657],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.057832107,0.00071694184,0.0018578987,0.00833789,0.004183038,0.0024454864,0.014276963,0.0013508177,0.00008923161],"category_scores_gemma":[0.0036292372,0.0007086995,0.0005922527,0.006451946,0.0013924526,0.00088835636,0.0032808539,0.0020368714,0.0010801929],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008289186,0.000074519325,0.00001762048,0.000058907746,0.00014853022,0.00049618265,0.00019922404,0.00017680044,0.0005860884,0.5595946,0.434314,0.0035046278],"study_design_scores_gemma":[0.0018995537,0.0006464967,0.000015423484,0.0008058571,0.000069631096,0.00012670638,0.0038997803,0.005658701,0.00016959521,0.003521447,0.9824294,0.0007574311],"about_ca_topic_score_codex":0.0027661694,"about_ca_topic_score_gemma":0.00019894018,"teacher_disagreement_score":0.5560731,"about_ca_system_score_codex":0.0019624864,"about_ca_system_score_gemma":0.0028749958,"threshold_uncertainty_score":0.99994564},"labels":[],"label_agreement":null},{"id":"W2788224251","doi":"","title":"Realizing the potential of inclusive education","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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":"Ontario College of Art and Design","funders":"","keywords":"Political science; Sociology; Mathematics education; Psychology","score_opus":0.046272278841330935,"score_gpt":0.2991961331062744,"score_spread":0.25292385426494346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788224251","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020045987,0.00007886919,0.000009066756,0.00030825814,0.0007037846,0.000860469,0.00008891574,0.0000471409,0.9958989],"genre_scores_gemma":[0.03044959,0.00025272294,0.000025732528,0.000019321476,0.0007664212,4.798303e-7,0.000040877985,0.00008448037,0.96836036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718463,0.0010334718,0.0001756828,0.0005199176,0.0006839884,0.00040228965],"domain_scores_gemma":[0.99770176,0.00007616243,0.00036571443,0.0007123946,0.000974876,0.00016906866],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006088758,0.00024657292,0.00036118942,0.0008628659,0.0023849364,0.00034003172,0.0020966975,0.00025159508,0.0002885756],"category_scores_gemma":[0.00002844708,0.00023442588,0.00017125934,0.00036491227,0.002255702,0.00044368027,0.0011710923,0.0005380513,0.00016200643],"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":[0.00009660361,0.0001370728,0.000051429924,0.000052844873,0.00018069721,0.00007781083,0.0009913469,4.993998e-7,0.00012136132,0.732744,0.26527107,0.00027529508],"study_design_scores_gemma":[0.0003976797,0.00016492204,0.000118530836,0.00026776182,0.00011480257,0.0000038598055,0.015451033,0.000011651684,0.00009289149,0.0002497912,0.9828798,0.00024728355],"about_ca_topic_score_codex":0.040558893,"about_ca_topic_score_gemma":0.02767168,"teacher_disagreement_score":0.7324942,"about_ca_system_score_codex":0.0005330341,"about_ca_system_score_gemma":0.0015959078,"threshold_uncertainty_score":0.9989138},"labels":[],"label_agreement":null},{"id":"W2790778498","doi":"","title":"Financial accessibility and inclusive value systems for finance, tax and accounting practices: Advocacy and design recommendations for accessible practices and disability tax rights.","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Population; Public economics; Business; Order (exchange); Tax reform; Finance; Economics; Economic growth; Medicine","score_opus":0.23102105047952262,"score_gpt":0.46400906942640935,"score_spread":0.23298801894688673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790778498","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02764646,0.0025287932,0.001285615,0.019265154,0.0006993126,0.011477129,0.0007822015,0.00016232673,0.936153],"genre_scores_gemma":[0.11166726,0.0139567,0.007626766,0.00009188213,0.000902834,0.000042173284,0.00013900378,0.00014116346,0.8654322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995197,0.0023088837,0.00028271144,0.0011116357,0.00052483374,0.00057495927],"domain_scores_gemma":[0.9942632,0.0022467533,0.0015148296,0.00038881533,0.0012496666,0.00033674683],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0055444795,0.00028869274,0.00053694885,0.0004492743,0.0046517677,0.00089419173,0.0008402729,0.0006635078,0.0000027681156],"category_scores_gemma":[0.0022658433,0.00032023783,0.000040236453,0.0007815237,0.001679557,0.0027454,0.000828875,0.00062279706,7.109162e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076332886,0.00017193246,0.0020012395,0.0007903264,0.000103329,0.000027039658,0.0038272163,7.6507877e-7,0.000006494626,0.9348089,0.05461414,0.002885306],"study_design_scores_gemma":[0.0013878744,0.00021240742,0.00045747167,0.0003491614,0.00009705994,0.000004373393,0.025526522,0.00022356158,0.000004434364,0.0009796793,0.97041065,0.0003468018],"about_ca_topic_score_codex":0.044506606,"about_ca_topic_score_gemma":0.028401121,"teacher_disagreement_score":0.9338292,"about_ca_system_score_codex":0.00075777865,"about_ca_system_score_gemma":0.0032030235,"threshold_uncertainty_score":0.99992496},"labels":[],"label_agreement":null},{"id":"W2802083407","doi":"","title":"The fabric of social seva","year":2016,"lang":"ca","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Business; Computer science","score_opus":0.06223232466611722,"score_gpt":0.30406094856229526,"score_spread":0.24182862389617804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802083407","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006460891,0.00016714352,0.000008858345,0.0010899648,0.0008513889,0.0013119603,0.00036706033,0.00004305519,0.98969966],"genre_scores_gemma":[0.06996953,0.0011392792,0.0000058189944,0.000012119049,0.00067822216,5.5242117e-7,0.00001798157,0.00010267754,0.9280738],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99311566,0.0028883365,0.00041242424,0.0009867966,0.0014235401,0.0011732451],"domain_scores_gemma":[0.99575984,0.00057802896,0.0006942254,0.00095394225,0.0016284053,0.0003855431],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0015791807,0.0005403966,0.0008272743,0.0010156926,0.010033523,0.0010615173,0.004561734,0.0006020008,0.0005453601],"category_scores_gemma":[0.000054726526,0.00046777294,0.0005267492,0.00062975584,0.0060122707,0.0009293447,0.0019406071,0.0013194468,0.0008228982],"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":[0.0006836959,0.00023264665,0.00023541626,0.00011917677,0.00079389405,0.0005228224,0.001873679,3.5080038e-7,0.00038459123,0.90716124,0.08693762,0.0010548624],"study_design_scores_gemma":[0.0016542794,0.0003264854,0.00081024825,0.00028471963,0.0002074804,0.000004963677,0.009811522,0.0000088625975,0.00018464116,0.00028254447,0.9858636,0.000560607],"about_ca_topic_score_codex":0.007274825,"about_ca_topic_score_gemma":0.013031277,"teacher_disagreement_score":0.9068787,"about_ca_system_score_codex":0.0014702639,"about_ca_system_score_gemma":0.0018210128,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W2803477708","doi":"","title":"Public sector purchasers as curators and value creators in the food system.","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Procurement; Marketing; Purchasing; Public relations; Transformative learning; Business; Purchasing power; Leverage (statistics); Food systems; Poverty; Food security; Sociology; Political science; Economic growth; Economics","score_opus":0.06861934685122038,"score_gpt":0.23967064715288725,"score_spread":0.17105130030166688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803477708","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069543645,0.00031237822,1.7796438e-7,0.0017005049,0.0001612383,0.0011361733,0.0002005109,0.00012438241,0.926821],"genre_scores_gemma":[0.3664422,0.00018961064,0.000010257931,0.00003502698,0.0003172252,0.0000010134089,0.000116106996,0.000015672564,0.6328729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99557966,0.0017649278,0.00015974551,0.0008595442,0.0009280839,0.0007080493],"domain_scores_gemma":[0.9986122,0.00020025134,0.00018310128,0.00027987265,0.00023622291,0.0004883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094520376,0.000378909,0.00046052324,0.00026179277,0.0010239705,0.000474411,0.002688681,0.0006467411,0.000021659107],"category_scores_gemma":[0.00005333987,0.00017621114,0.000117244614,0.0023984076,0.00048185786,0.0005037108,0.00076054997,0.0009987291,0.00005590363],"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":[0.00011275123,0.00016959418,0.0009644244,0.00006220113,0.00013845443,0.0009776808,0.00038838602,3.69573e-7,0.0006495808,0.85140014,0.1448419,0.0002945275],"study_design_scores_gemma":[0.0005911043,0.000703606,0.0012954833,0.0002141342,0.000045251392,0.00006134458,0.0291909,0.0000033079434,0.00004345289,0.000020336622,0.96743983,0.00039123313],"about_ca_topic_score_codex":0.010693768,"about_ca_topic_score_gemma":0.010345699,"teacher_disagreement_score":0.8513798,"about_ca_system_score_codex":0.00060564216,"about_ca_system_score_gemma":0.00031747768,"threshold_uncertainty_score":0.99589413},"labels":[],"label_agreement":null},{"id":"W2804467381","doi":"","title":"Responsive Environments Digital Out-of-Home Advertising: A Deeper Level of Interaction through Environments Data Analytics","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Analytics; Online advertising; Digital media; Advertising; Digital advertising; Digital Revolution; Plan (archaeology); Engineering; Digital marketing; Business; Computer science; World Wide Web; Data science; The Internet; Geography; Telecommunications; Social media marketing","score_opus":0.31580755717029924,"score_gpt":0.36861259887688475,"score_spread":0.05280504170658551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804467381","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4563927,0.00013885365,0.00016521933,0.000065189684,0.00078112964,0.0011913831,0.00040139988,0.000029329754,0.5408348],"genre_scores_gemma":[0.64380985,0.00027963985,0.00016514686,0.000006493417,0.00008722832,8.1959115e-7,0.002276601,0.00007611667,0.35329813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996151,0.00021620186,0.00046481175,0.0010866333,0.0015447224,0.00053663616],"domain_scores_gemma":[0.996807,0.00015737336,0.0009464039,0.001503202,0.0005071359,0.00007890495],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000638076,0.00045353742,0.0007812584,0.0011886796,0.00073019107,0.00029946968,0.0034307917,0.00038822638,0.0000085511065],"category_scores_gemma":[0.00018365352,0.00056159985,0.00019865947,0.0009577756,0.00062354596,0.0064408747,0.003234242,0.00084189884,0.00010517276],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030939514,0.005379372,0.28749698,0.0024000544,0.007907881,0.0056526796,0.008413748,0.00016775429,0.022314714,0.5889921,0.010820937,0.029514257],"study_design_scores_gemma":[0.0029063288,0.00016330728,0.045658413,0.0007377298,0.0013955615,0.0000042311685,0.0405421,0.00015539984,0.00062446087,0.00012061236,0.90671194,0.0009798977],"about_ca_topic_score_codex":0.0034609563,"about_ca_topic_score_gemma":0.0019552836,"teacher_disagreement_score":0.895891,"about_ca_system_score_codex":0.0010183833,"about_ca_system_score_gemma":0.0004338276,"threshold_uncertainty_score":0.99968356},"labels":[],"label_agreement":null},{"id":"W2805046218","doi":"","title":"ImprovChat: An AI-enabled Dialogue Assistant Chatbot for English Language Learners (ELL)","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"AI in Service Interactions","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":"Ontario College of Art and Design","funders":"","keywords":"Chatbot; Computer science; Conversation; Improvisation; Phrase; English language; Linguistics; Artificial intelligence; Natural language processing; Visual arts; Art","score_opus":0.03813279365857947,"score_gpt":0.3306726834214461,"score_spread":0.29253988976286666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805046218","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12961365,0.00006914062,0.005714346,0.00038660798,0.0033125228,0.0029869853,0.00016489491,0.0005032782,0.85724854],"genre_scores_gemma":[0.14844644,0.000111569745,0.0071274904,0.00010780475,0.0009127953,0.00001130522,0.0013522253,0.00013633963,0.841794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99385935,0.0012508002,0.0003840067,0.0020249493,0.0012014713,0.0012794291],"domain_scores_gemma":[0.99292135,0.0004178872,0.0004990065,0.0022435277,0.0031545546,0.00076370116],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0013785391,0.00059657695,0.0007153725,0.0016290235,0.0032826285,0.0015689898,0.009093037,0.00090422074,0.000007882894],"category_scores_gemma":[0.0001838439,0.00074878096,0.00037975714,0.00207853,0.00037956669,0.0056824344,0.0012521374,0.0018549709,0.00008477542],"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":[0.0014176922,0.0004232231,0.000077936274,0.00021424024,0.00034377474,0.001098798,0.020254284,0.000024929312,0.004171293,0.9662941,0.0034837315,0.002196007],"study_design_scores_gemma":[0.0032684284,0.0019870796,0.00051431503,0.0005067983,0.00027143565,0.000026734084,0.11983657,0.0057920655,0.009775529,0.0003226904,0.8559179,0.0017804931],"about_ca_topic_score_codex":0.0066923657,"about_ca_topic_score_gemma":0.01048689,"teacher_disagreement_score":0.9659714,"about_ca_system_score_codex":0.002087664,"about_ca_system_score_gemma":0.0024645845,"threshold_uncertainty_score":0.99992216},"labels":[],"label_agreement":null},{"id":"W2805655526","doi":"","title":"Towards Inclusion in Museums: Multisensory and Cross-Modal Translations/Interpretations of Visual Artworks","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Visual arts; Affordance; Modalities; Perception; Inclusion (mineral); Transformative learning; Interpretation (philosophy); General partnership; Visual literacy; Psychology; Art; Sociology; Pedagogy; Computer science; Social psychology; Cognitive psychology","score_opus":0.05840340560580123,"score_gpt":0.3417082943902666,"score_spread":0.2833048887844654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805655526","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011977495,0.00007608614,0.00010794527,0.00019223121,0.0003181571,0.0007083939,0.000054990138,0.000053343738,0.98651135],"genre_scores_gemma":[0.1430679,0.00014739427,0.00032322074,0.000015220034,0.00012391194,6.767262e-7,0.00004666002,0.00005830436,0.8562167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789137,0.00049521966,0.0002293612,0.0005273593,0.0005149496,0.00034171832],"domain_scores_gemma":[0.99879014,0.00010978359,0.00018662743,0.0003057805,0.00041262285,0.00019502813],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004537646,0.00023079137,0.00035613464,0.0014884925,0.0015591884,0.00020473408,0.00082858553,0.0002731546,0.00023553908],"category_scores_gemma":[0.000021264357,0.00027164802,0.00008718984,0.00031283475,0.0016171358,0.00051443017,0.0012443167,0.0004342583,0.00005139389],"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":[0.00030165224,0.0003256284,0.0010468623,0.000101360616,0.000121393685,0.000116978714,0.033825684,0.0000050855115,0.000038258917,0.9457448,0.016873963,0.0014982999],"study_design_scores_gemma":[0.0011531311,0.00014735799,0.0010020643,0.00042233852,0.00003282738,0.0000029425973,0.011062387,0.0002600318,0.000047824582,0.00011814823,0.9854444,0.00030653982],"about_ca_topic_score_codex":0.0077810017,"about_ca_topic_score_gemma":0.014263361,"teacher_disagreement_score":0.9685705,"about_ca_system_score_codex":0.000403012,"about_ca_system_score_gemma":0.00090806274,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W2807690655","doi":"","title":"Michelle Forsyth: Footnotes","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","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":"Exhibition; Printmaking; Studio; Visual arts; Art history; Painting; Sculpture; Art; Narrative; Sociology; Literature","score_opus":0.1384116605238368,"score_gpt":0.30527182638275113,"score_spread":0.16686016585891433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807690655","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027853405,0.00011854016,0.00005960779,0.00026361083,0.0008118612,0.0009514,0.00026678303,0.00023116251,0.9970185],"genre_scores_gemma":[0.0019303054,0.00025076067,0.00018475024,0.0000612357,0.0014851114,5.9376674e-7,0.00010681579,0.00026009476,0.9957203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996253,0.0006939363,0.00020455632,0.001004942,0.00076171814,0.0010818335],"domain_scores_gemma":[0.99742275,0.0001514657,0.00025826145,0.0010875046,0.0005534926,0.0005265357],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00043880675,0.0004849589,0.0006076779,0.0013271089,0.0028135376,0.0005574474,0.0028622027,0.00053461397,0.0006795825],"category_scores_gemma":[0.000030594474,0.0005671959,0.0002858117,0.00005176065,0.0030481715,0.0006636043,0.0012670947,0.00081025885,0.0016605072],"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":[0.00010333032,0.00010168308,0.00005110686,0.00005959166,0.00021826722,0.0003511776,0.0043616313,2.2941549e-7,0.000016591852,0.58969957,0.4049612,0.00007563953],"study_design_scores_gemma":[0.0010417849,0.00030839216,0.00001397462,0.00026853912,0.00014152676,0.000008417377,0.007426516,0.000020947018,0.00010262145,0.0002620262,0.9897584,0.0006468863],"about_ca_topic_score_codex":0.035382535,"about_ca_topic_score_gemma":0.057386685,"teacher_disagreement_score":0.58943754,"about_ca_system_score_codex":0.0007310793,"about_ca_system_score_gemma":0.00083783607,"threshold_uncertainty_score":0.99967796},"labels":[],"label_agreement":null},{"id":"W2809671598","doi":"","title":"A New Model: The role of the for-benefit corporation in Canada","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Office of International Science and Engineering; Mozilla Foundation; Diabetes Canada","keywords":"Mainstream; Social enterprise; Public relations; Corporation; Context (archaeology); Business; Social innovation; Marketing; Knowledge management; Political science; Computer science","score_opus":0.08644268960800122,"score_gpt":0.2566351306434604,"score_spread":0.17019244103545916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809671598","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024546084,0.0001936664,0.0001242551,0.00037666791,0.0001841845,0.0009667596,0.0001809312,0.000009256033,0.9955097],"genre_scores_gemma":[0.10633038,0.00024098117,0.00012386152,0.000010132585,0.00003718679,4.647039e-7,0.000015970956,0.000044864686,0.89319617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988587,0.00013901577,0.00017553402,0.0003187075,0.00016133422,0.00034669376],"domain_scores_gemma":[0.9982055,0.00010036584,0.0005564173,0.0009139768,0.000105850726,0.0001179119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005629701,0.0001684717,0.000402603,0.00040640074,0.0010715617,0.00013960537,0.003476699,0.00022230511,0.000007745949],"category_scores_gemma":[0.000054463893,0.00015693465,0.00012751251,0.00046184717,0.00020743035,0.00032852247,0.0007648339,0.00056555105,0.0000053391964],"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":[0.0000732265,0.000021412214,0.010588541,0.000016131084,0.000088107154,0.0000103369275,0.0003924369,0.00007954475,0.0000052209384,0.95454544,0.033469636,0.0007099553],"study_design_scores_gemma":[0.0007252897,0.000024599929,0.00378904,0.00011731614,0.000014197425,6.363976e-7,0.0013507636,0.00096345705,0.000029145302,0.0036246283,0.98914236,0.00021856169],"about_ca_topic_score_codex":0.9660892,"about_ca_topic_score_gemma":0.9632898,"teacher_disagreement_score":0.95567274,"about_ca_system_score_codex":0.0020245907,"about_ca_system_score_gemma":0.0037449908,"threshold_uncertainty_score":0.82416946},"labels":[],"label_agreement":null},{"id":"W2814077780","doi":"","title":"Enacting a learning mission at the Ontario College of Art & Design","year":2009,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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":"Mathematics education; Public relations; Engineering ethics; Pedagogy; Sociology; Political science; Engineering; Psychology","score_opus":0.10345862172896902,"score_gpt":0.27711410277034765,"score_spread":0.17365548104137862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2814077780","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00309438,0.00006320467,0.00001524205,0.0002198464,0.00021329308,0.0009945948,0.00006112065,0.000060281374,0.99527806],"genre_scores_gemma":[0.010043888,0.00012445572,0.00005019484,0.000012067742,0.00015091235,2.0618933e-7,0.000024901085,0.00007904746,0.98951435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962022,0.0016906799,0.00020049201,0.0006007019,0.00077025197,0.00053569296],"domain_scores_gemma":[0.99815685,0.00026008344,0.00039264493,0.0005467577,0.0004199902,0.00022367197],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009980785,0.00030950116,0.0004904582,0.0007209799,0.0033006957,0.0002034442,0.0016161432,0.00028807175,0.0007389687],"category_scores_gemma":[0.000040228813,0.00028985215,0.00020555365,0.00032493036,0.001019545,0.0003947709,0.0007803433,0.0012435057,0.00015790027],"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":[0.00038938673,0.00013674916,0.00021178936,0.000041048515,0.00022499869,0.0006559419,0.003664343,0.000019581372,0.00030067126,0.6487415,0.34548348,0.0001304981],"study_design_scores_gemma":[0.00073523505,0.00034803234,0.000112699396,0.00034743763,0.00009918447,0.000007045482,0.0060509103,0.000030240612,0.0003277733,0.000039288192,0.9915914,0.00031074652],"about_ca_topic_score_codex":0.07010379,"about_ca_topic_score_gemma":0.31559673,"teacher_disagreement_score":0.6487022,"about_ca_system_score_codex":0.0017173195,"about_ca_system_score_gemma":0.0010418048,"threshold_uncertainty_score":0.99995536},"labels":[],"label_agreement":null},{"id":"W2885443042","doi":"","title":"The civil servant systemic designer: An emerging context for systemic design practice","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Context (archaeology); Government (linguistics); Economics; Sociology; Political science","score_opus":0.3300243401132084,"score_gpt":0.42970936781022034,"score_spread":0.09968502769701193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885443042","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002301445,0.0022758837,0.08039571,0.00041678935,0.0011254195,0.0065944768,0.00005951481,0.00022407985,0.908678],"genre_scores_gemma":[0.027088076,0.0002762301,0.0018414685,0.00004514824,0.00037299842,0.000010607249,0.000008675392,0.0002538855,0.9701029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9798576,0.011409142,0.0009871827,0.002287485,0.004051717,0.0014068618],"domain_scores_gemma":[0.9772251,0.012021649,0.0019415965,0.0037038825,0.0042130365,0.00089470565],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0149429655,0.0007038593,0.0013429086,0.0022809291,0.0055777,0.0038910413,0.011482023,0.00080007315,0.000035318575],"category_scores_gemma":[0.0020981953,0.00057739136,0.0004815432,0.0027704705,0.0007613386,0.002556783,0.0018221185,0.0011763303,0.00060221663],"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":[0.0008185087,0.00008131314,0.000034935685,0.00006267253,0.0002483606,0.00097221805,0.0004692021,0.00014250023,0.00028551233,0.6762652,0.31808484,0.0025347474],"study_design_scores_gemma":[0.0016007448,0.00041970122,0.000012879154,0.0009915344,0.00013296997,0.00056142005,0.04815155,0.0044510714,0.000020593232,0.00033381418,0.942647,0.0006767209],"about_ca_topic_score_codex":0.008307681,"about_ca_topic_score_gemma":0.0019289458,"teacher_disagreement_score":0.6759314,"about_ca_system_score_codex":0.0015888616,"about_ca_system_score_gemma":0.0020496352,"threshold_uncertainty_score":0.99966776},"labels":[],"label_agreement":null},{"id":"W2886983691","doi":"","title":"The Experiential Futures of Futureproof: A Format for Improvising Future Scenarios","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Futures contract; Improvisation; Experiential learning; Adaptability; Sociology; Key (lock); Computer science; Public relations; Pedagogy; Visual arts; Management; Business; Political science; Art","score_opus":0.03311870790333963,"score_gpt":0.30206113118186423,"score_spread":0.2689424232785246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886983691","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017693518,0.00040966677,0.00018959654,0.00054376776,0.00078027457,0.0024734524,0.000102082944,0.00005985511,0.99367195],"genre_scores_gemma":[0.004322917,0.0008244187,0.0005724296,0.000017069047,0.0006555645,0.0000024207384,0.000028262117,0.00012160289,0.9934553],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966161,0.00046162633,0.00019298297,0.0008804694,0.00092176505,0.00092705933],"domain_scores_gemma":[0.9971501,0.000112849666,0.00060863496,0.0016152937,0.00012905331,0.0003840393],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008970398,0.0003693265,0.00051320356,0.00034115522,0.005294137,0.00031562877,0.0042239865,0.00063923385,0.000033928558],"category_scores_gemma":[0.000029379347,0.00033422772,0.00029361734,0.00041504885,0.0013740915,0.0007257414,0.0017676151,0.00085496303,0.00004428006],"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":[0.0014408898,0.00015083533,0.0025799526,0.00019410175,0.00022638131,0.00022734636,0.0014511927,0.0000066882926,0.0005856975,0.32614058,0.6599687,0.007027662],"study_design_scores_gemma":[0.0013345049,0.00031678492,0.0004291955,0.00017152939,0.00006859803,0.00000894827,0.0059673684,0.000062892206,0.00014550934,0.000020483327,0.99111384,0.0003603499],"about_ca_topic_score_codex":0.01858607,"about_ca_topic_score_gemma":0.042136528,"teacher_disagreement_score":0.33114517,"about_ca_system_score_codex":0.0009442056,"about_ca_system_score_gemma":0.0005386025,"threshold_uncertainty_score":0.99991095},"labels":[],"label_agreement":null},{"id":"W2887502456","doi":"","title":"Renewing Africa’s quest for sustainable energy","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Healthcare Facilities Design and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":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; Environmental ethics; Philosophy","score_opus":0.13120408452171922,"score_gpt":0.3671743893559712,"score_spread":0.23597030483425196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887502456","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004981132,0.000361762,0.00042173525,0.00093731977,0.0002802305,0.0022042089,0.00013173129,0.00030657667,0.9953066],"genre_scores_gemma":[0.0037407042,0.00033711817,0.00023481275,0.000023837627,0.0004050984,0.0000036574413,0.00007969736,0.00014304697,0.995032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912111,0.0039647706,0.00024274692,0.0012093819,0.0013740524,0.0019979142],"domain_scores_gemma":[0.9939961,0.00051380077,0.00023104972,0.0010169239,0.002957603,0.0012845536],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045843236,0.00039456287,0.00070124684,0.0014126973,0.004012961,0.000537999,0.0033786807,0.00113842,0.000028471448],"category_scores_gemma":[0.0007497054,0.0005120015,0.00023332598,0.0020229847,0.0018167554,0.0010426608,0.0009439756,0.00080432463,0.000024991064],"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":[0.0002832661,0.00008723125,0.000050038667,0.00016625345,0.00007454283,0.0008984486,0.0026194914,0.0000013884545,0.0000025409195,0.62528145,0.37023705,0.00029830215],"study_design_scores_gemma":[0.00086384866,0.00024175312,0.0000051013344,0.00010491031,0.000046040153,0.000001785739,0.11343966,0.000010002314,0.0000059247523,0.0010376122,0.8837685,0.0004748713],"about_ca_topic_score_codex":0.28963885,"about_ca_topic_score_gemma":0.04254611,"teacher_disagreement_score":0.62424386,"about_ca_system_score_codex":0.008290197,"about_ca_system_score_gemma":0.0130838305,"threshold_uncertainty_score":0.99973315},"labels":[],"label_agreement":null},{"id":"W2888315391","doi":"","title":"Plan D – Finding design solutions","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Plan (archaeology); Computer science; Geography","score_opus":0.23614084010767997,"score_gpt":0.2930348405059159,"score_spread":0.05689400039823592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888315391","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030063366,0.00008810481,0.00015763594,0.0002047514,0.0006242216,0.0013743383,0.00016408632,0.00018631377,0.9968999],"genre_scores_gemma":[0.005508293,0.0002700555,0.00012562415,0.000018045694,0.00046105136,0.0000012932793,0.000057516052,0.0001613961,0.9933967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959858,0.0013732575,0.0001833271,0.0008178098,0.000709512,0.00093028013],"domain_scores_gemma":[0.99798363,0.00018095,0.0002455898,0.00072643807,0.00043951516,0.0004239001],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006994831,0.00039272863,0.0005039417,0.0015408314,0.0039010185,0.0010311799,0.0023746002,0.00041591222,0.0007413295],"category_scores_gemma":[0.000029238156,0.00045772677,0.00019450756,0.0003994308,0.0013891535,0.0008936568,0.0010185351,0.001073672,0.0012058524],"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":[0.000048942886,0.00009742541,0.000047352205,0.00003172536,0.00019948454,0.00040668543,0.00062024547,0.0000027500193,0.00005496441,0.62983173,0.3685639,0.000094788025],"study_design_scores_gemma":[0.00073534966,0.0001819637,0.00005910582,0.00023915802,0.00009348025,0.0000053958756,0.0040875,0.0000861556,0.00003723174,0.00013414586,0.9938181,0.00052243663],"about_ca_topic_score_codex":0.030722704,"about_ca_topic_score_gemma":0.016020311,"teacher_disagreement_score":0.6296976,"about_ca_system_score_codex":0.00090444606,"about_ca_system_score_gemma":0.0008080227,"threshold_uncertainty_score":0.99978745},"labels":[],"label_agreement":null},{"id":"W2892099492","doi":"","title":"Ski2LRT uses Systemic Design to transform winter community in Edmonton","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Space (punctuation); Citizen journalism; Premise; Geography; White (mutation); Public space; Battle; Engineering; Architectural engineering; Political science; Computer science; Archaeology","score_opus":0.1979632723846822,"score_gpt":0.3406131897281881,"score_spread":0.1426499173435059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892099492","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013946398,0.00011595438,0.022339849,0.0005073239,0.0006257121,0.0020417478,0.000033415974,0.00024169276,0.97269964],"genre_scores_gemma":[0.02868471,0.00013906193,0.0029395907,0.00004438736,0.00015652606,0.0000021209987,0.000035559584,0.000111123714,0.9678869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99311495,0.0037529154,0.0002663388,0.00096494745,0.00100089,0.0008999346],"domain_scores_gemma":[0.9962997,0.00027742994,0.0001803764,0.0019389134,0.0005784406,0.0007251555],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.00242432,0.00044277037,0.00066800724,0.0026089298,0.0010269657,0.0005160095,0.008104705,0.0005035528,0.000007660733],"category_scores_gemma":[0.00006208599,0.0005460381,0.0001391213,0.002656137,0.00036471448,0.0013276706,0.0018768715,0.0016303211,0.00018745095],"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":[0.0005666306,0.00078251614,0.00048600943,0.00025672896,0.00019890195,0.0011479983,0.013546669,0.0001342882,0.00022904444,0.566963,0.41407064,0.001617564],"study_design_scores_gemma":[0.0016753395,0.00055806164,0.0005563969,0.0012295285,0.000040940704,0.00006790018,0.01067677,0.00046134286,0.00019432057,0.00024380807,0.98345566,0.00083990395],"about_ca_topic_score_codex":0.040009957,"about_ca_topic_score_gemma":0.016176831,"teacher_disagreement_score":0.56938505,"about_ca_system_score_codex":0.0033373171,"about_ca_system_score_gemma":0.0021902435,"threshold_uncertainty_score":0.9996991},"labels":[],"label_agreement":null},{"id":"W2893295128","doi":"","title":"Twinstallation: An interactive video installation","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design; Future Earth","funders":"","keywords":"Interactivity; Embodied cognition; Agency (philosophy); Storytelling; Interactive media; Interactive storytelling; Uncanny valley; Computer science; Animation; Multimedia; Human–computer interaction; Psychology; Aesthetics; Sociology; Art; Computer graphics (images); Artificial intelligence; Narrative","score_opus":0.0875033844967761,"score_gpt":0.3854498855738436,"score_spread":0.2979465010770675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893295128","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.121027194,0.000041967545,0.000011806789,0.00015103356,0.0008733137,0.001130644,0.00003729354,0.00011942318,0.8766073],"genre_scores_gemma":[0.2533633,0.00018593816,0.000099246725,0.000012238726,0.00027736765,6.247621e-7,0.0005972505,0.000032045456,0.74543196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946164,0.001735268,0.00024134072,0.0009513007,0.0016968709,0.00075884006],"domain_scores_gemma":[0.9953638,0.00021109862,0.00034548677,0.00060957955,0.0024814897,0.0009885774],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015413697,0.0003324565,0.0004622718,0.001058705,0.0017518667,0.000971965,0.0023969116,0.00072830945,0.000014572586],"category_scores_gemma":[0.0002384007,0.00043662,0.000182805,0.0016995831,0.00064547494,0.005387948,0.0003365124,0.0011359595,0.00010051066],"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":[0.0014627153,0.00022594066,0.00029704638,0.000036039735,0.00013428283,0.00064504996,0.024203848,0.00002214985,0.00015527583,0.9526014,0.0018812905,0.01833496],"study_design_scores_gemma":[0.00087314745,0.0002796635,0.0012252107,0.00018779073,0.00006969593,0.000002564275,0.13552332,0.000035940924,0.00006246049,0.0002624331,0.86104625,0.000431489],"about_ca_topic_score_codex":0.011448233,"about_ca_topic_score_gemma":0.04461568,"teacher_disagreement_score":0.952339,"about_ca_system_score_codex":0.0033335886,"about_ca_system_score_gemma":0.005229593,"threshold_uncertainty_score":0.99980855},"labels":[],"label_agreement":null},{"id":"W2895529529","doi":"","title":"Frugal Inclusive Design","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovation and Socioeconomic Development","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":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Value (mathematics); Context (archaeology); Knowledge management; Management science; Sociology; Engineering; Computer science","score_opus":0.06538215772103857,"score_gpt":0.28295979072068933,"score_spread":0.21757763299965077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895529529","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036437472,0.000015083552,0.0006405855,0.00053272577,0.0007976155,0.0012268441,0.000010673993,0.00024448682,0.9961676],"genre_scores_gemma":[0.0020548785,0.000046614794,0.0008899607,0.00026296044,0.001110811,8.5761735e-7,0.000078650686,0.00018768,0.9953676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971772,0.00027034176,0.00022478399,0.00092034834,0.0006775433,0.0007298049],"domain_scores_gemma":[0.99791455,0.00007354284,0.000444312,0.0006855964,0.00079772144,0.00008425018],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011851703,0.0004058943,0.00049580616,0.0023460588,0.0018887679,0.0007035582,0.0028890905,0.0005960961,0.00042318247],"category_scores_gemma":[0.000048411035,0.00050639146,0.00013754414,0.0015319781,0.0007515899,0.0013880994,0.002348231,0.0006781897,0.0047791093],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001338543,0.000060351893,0.00021944016,0.000047131085,0.00013995387,0.00039448,0.00006390625,0.0000013950772,0.000019939313,0.5526209,0.44608685,0.00021180706],"study_design_scores_gemma":[0.0012930031,0.000030619474,0.0001981573,0.00017693649,0.00006144463,0.0000036323704,0.0019207628,0.00012951797,0.000032102234,0.00017426499,0.9953925,0.00058706175],"about_ca_topic_score_codex":0.006028125,"about_ca_topic_score_gemma":0.0006582573,"teacher_disagreement_score":0.5524466,"about_ca_system_score_codex":0.0013615092,"about_ca_system_score_gemma":0.0009743584,"threshold_uncertainty_score":0.99973875},"labels":[],"label_agreement":null},{"id":"W2897766190","doi":"","title":"Digital Debris: Visualizing the Future of Global E-Waste","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Obsolescence; Scope (computer science); Engineering; Business; Computer science; Marketing","score_opus":0.022243028484597527,"score_gpt":0.3008302316708089,"score_spread":0.2785872031862114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897766190","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26410627,0.000052215186,0.000059592654,0.00009212314,0.0002827229,0.00069598417,0.00003177435,0.00006326648,0.73461604],"genre_scores_gemma":[0.40554428,0.0003263041,0.00029285197,0.000014323024,0.0002035997,7.673496e-7,0.00013078467,0.000033743414,0.59345335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660707,0.00055271306,0.00024677714,0.00082788087,0.0011860683,0.00057946955],"domain_scores_gemma":[0.9982581,0.00008162499,0.00035636322,0.00089277746,0.00019539258,0.0002157555],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007423855,0.0003328297,0.00039143403,0.00020849817,0.0015892419,0.00038722955,0.00385253,0.0004169179,0.000012282527],"category_scores_gemma":[0.000025655589,0.00031946515,0.00023832897,0.0016618057,0.000849145,0.0012055965,0.0014463979,0.0006994761,0.00009893074],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015192085,0.00033779393,0.019529436,0.0001569592,0.00036962298,0.0006504637,0.0010023846,0.000038521845,0.00067969563,0.9200275,0.02844628,0.027242152],"study_design_scores_gemma":[0.00070794765,0.00046356325,0.009295029,0.0003394971,0.00016274849,0.000010156632,0.03540415,0.0001246753,0.0018484716,0.00025736395,0.95080906,0.00057731854],"about_ca_topic_score_codex":0.002614799,"about_ca_topic_score_gemma":0.001941646,"teacher_disagreement_score":0.9223628,"about_ca_system_score_codex":0.0012701396,"about_ca_system_score_gemma":0.00020108587,"threshold_uncertainty_score":0.99992573},"labels":[],"label_agreement":null},{"id":"W2899519914","doi":"","title":"Reframing Accessibility to Improve Access to Campus Mental Health Services","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Cognitive reframing; Context (archaeology); Public relations; Futures contract; Set (abstract data type); Work (physics); Exploratory research; Service (business); Psychology; Medical education; Sociology; Medicine; Business; Computer science; Engineering; Political science; Marketing; Social psychology; Geography","score_opus":0.21821027424238543,"score_gpt":0.47810432134068204,"score_spread":0.2598940470982966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899519914","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015176487,0.00013921088,0.000035136,0.0013180273,0.0022488819,0.0116513,0.0014387441,0.00025540867,0.9677368],"genre_scores_gemma":[0.0038455804,0.00019344463,0.00061566406,0.0016480793,0.00044058647,0.0000122739075,0.0008883472,0.00023281627,0.9921232],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9891158,0.0043351636,0.000647057,0.0019130475,0.0017913008,0.0021976475],"domain_scores_gemma":[0.9928649,0.00020434103,0.0007650187,0.0017446232,0.000858737,0.003562362],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031930432,0.00062166306,0.0010564292,0.001972612,0.0048449,0.00022415676,0.0054685604,0.0008175532,0.00008965997],"category_scores_gemma":[0.00002930114,0.00070312625,0.00013491345,0.0023990357,0.00023097871,0.0010278788,0.006380926,0.0021137411,0.00095987483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0037352184,0.00072002853,0.020520408,0.006241253,0.00028762117,0.00042326126,0.01169127,0.0000037172526,0.00013468717,0.12484249,0.82893085,0.0024691955],"study_design_scores_gemma":[0.0022037202,0.0010147489,0.0009842864,0.004004909,0.000030508589,0.0000013796318,0.019898403,0.000012303749,0.000030904288,0.000019928688,0.9712056,0.00059329765],"about_ca_topic_score_codex":0.09773866,"about_ca_topic_score_gemma":0.052862708,"teacher_disagreement_score":0.14227475,"about_ca_system_score_codex":0.0091846185,"about_ca_system_score_gemma":0.00597631,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W2899598446","doi":"","title":"Can HCD help with complex sociotechnical systems?","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Sociotechnical system; Computer science; Risk analysis (engineering); Business; Knowledge management","score_opus":0.33250266033820125,"score_gpt":0.41588305825962335,"score_spread":0.0833803979214221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899598446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037303177,0.0003266985,0.0010463342,0.00041537703,0.0005458798,0.0019635295,0.00034506348,0.00028997735,0.9946941],"genre_scores_gemma":[0.029333018,0.000030802,0.00063517847,0.000022719374,0.00035158102,0.0000010176653,0.000036288537,0.00022178731,0.9693676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98512644,0.004161267,0.0006594851,0.0023091477,0.006519311,0.0012243678],"domain_scores_gemma":[0.9907879,0.0011663472,0.00096251443,0.0031461448,0.002650867,0.00128618],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0052367426,0.0006857498,0.0016338837,0.0035853256,0.0019786195,0.0019156758,0.009432856,0.0010340165,0.00010204905],"category_scores_gemma":[0.00039461802,0.0006133067,0.00031309936,0.004623378,0.0015521222,0.00072132336,0.0034793233,0.0017734687,0.00068708137],"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":[0.00032111944,0.00007953745,0.00029266387,0.000022582106,0.00012521353,0.0023991102,0.00011783057,0.000045116394,0.00003460817,0.50992274,0.48648345,0.00015603038],"study_design_scores_gemma":[0.0018642454,0.0004047927,0.0002748613,0.0005027738,0.00007050229,0.00015930452,0.009403603,0.00042218302,0.0000035136543,0.00028765833,0.9858444,0.0007621839],"about_ca_topic_score_codex":0.018347668,"about_ca_topic_score_gemma":0.00794747,"teacher_disagreement_score":0.5096351,"about_ca_system_score_codex":0.0020429,"about_ca_system_score_gemma":0.0031151832,"threshold_uncertainty_score":0.9996318},"labels":[],"label_agreement":null},{"id":"W2900155794","doi":"","title":"Access Mode: Inter-personalizing Communication at the workplace [Exhibition Catalogue]","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Open plan; Interpersonal communication; Psychology; Plan (archaeology); Emotional intelligence; Applied psychology; Workforce; Public relations; Knowledge management; Social psychology; Computer science; Engineering; Political science","score_opus":0.08786244109134732,"score_gpt":0.35700118387212887,"score_spread":0.26913874278078154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900155794","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012128887,0.0000750086,0.012846814,0.0016092693,0.00054013217,0.0011627283,0.000047634017,0.00037793405,0.9821276],"genre_scores_gemma":[0.012967272,0.00018057667,0.0011106207,0.000071952236,0.000118877564,0.0000025578609,0.00018425807,0.000104332394,0.98525953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951479,0.0019310585,0.00023235916,0.0011849836,0.00080528035,0.00069841254],"domain_scores_gemma":[0.99541855,0.00028731138,0.00056213397,0.0027003982,0.0008757617,0.00015587303],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0010540244,0.000411831,0.00040609553,0.0017333444,0.0032003548,0.00086031365,0.012225438,0.00071720174,0.000048105434],"category_scores_gemma":[0.000057607263,0.00043073588,0.0001536913,0.002548087,0.0019477853,0.0026392601,0.008657134,0.0016415932,0.00059096736],"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":[0.00012879065,0.00007493431,0.00014920316,0.000026678728,0.0001589107,0.00022694575,0.00041292564,0.0000041099265,0.00021660523,0.6744304,0.32374924,0.00042125193],"study_design_scores_gemma":[0.0007151216,0.00014176169,0.000085733234,0.00055677205,0.000042621596,0.000068764566,0.0010971653,0.0009196044,0.0015660932,0.00020428878,0.9941382,0.00046391514],"about_ca_topic_score_codex":0.008059241,"about_ca_topic_score_gemma":0.009591548,"teacher_disagreement_score":0.6742261,"about_ca_system_score_codex":0.0031486622,"about_ca_system_score_gemma":0.00053459324,"threshold_uncertainty_score":0.99981445},"labels":[],"label_agreement":null},{"id":"W2900180960","doi":"","title":"“Crowd” based systemic design and innovation for sustainability","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Sustainability; Systemic risk; Business; Computer science; Economics","score_opus":0.3312341987675643,"score_gpt":0.43554426986240496,"score_spread":0.10431007109484064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900180960","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006477937,0.00026839267,0.07205905,0.0001906754,0.00038963486,0.00416964,0.00012624342,0.00012775643,0.9220208],"genre_scores_gemma":[0.027122675,0.000009023306,0.0029400308,0.00001611894,0.00014018272,0.0000026102407,0.000020714999,0.000116394825,0.96963227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906843,0.003656231,0.00060157146,0.0017280825,0.0025905864,0.00073925],"domain_scores_gemma":[0.9878615,0.00273061,0.0008084835,0.001805867,0.0063264235,0.00046710923],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.011595549,0.00042100155,0.00096088613,0.005807811,0.0014344684,0.0011245369,0.003808326,0.0006679187,0.000016385658],"category_scores_gemma":[0.0024679885,0.00042541063,0.00016678321,0.00641921,0.0007110444,0.0007495955,0.0013539431,0.00064222404,0.000048545968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070688914,0.00006035113,0.00030081347,0.00009310491,0.000053446005,0.00027347362,0.00011195181,0.00011004001,0.000065621265,0.69227076,0.30524796,0.00070557813],"study_design_scores_gemma":[0.0021470117,0.00031729654,0.00006901239,0.00031349645,0.000045301964,0.000027204542,0.0052630436,0.0034539455,0.000021897822,0.0036876614,0.9841867,0.00046743653],"about_ca_topic_score_codex":0.0017559408,"about_ca_topic_score_gemma":0.00029667615,"teacher_disagreement_score":0.6885831,"about_ca_system_score_codex":0.0019022947,"about_ca_system_score_gemma":0.003975336,"threshold_uncertainty_score":0.9999124},"labels":[],"label_agreement":null},{"id":"W2900339493","doi":"","title":"Data That Heals: A Three Horizon Analysis","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Pharmaceutical Economics and Policy","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":"Ontario College of Art and Design","funders":"","keywords":"Business; Futures studies; Big data; Marketing; Emerging markets; Health care; Emerging technologies; Position (finance); Product (mathematics); Industrial organization; Economics; Finance; Economic growth; Computer science","score_opus":0.33377910629579666,"score_gpt":0.36793778656367104,"score_spread":0.034158680267874386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900339493","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071922695,0.0005507463,0.0007365589,0.0007317236,0.0004299742,0.0008424446,0.0032145854,0.0001179845,0.99265677],"genre_scores_gemma":[0.0058261575,0.0019392439,0.00044108776,0.00008188434,0.0004501641,6.1721136e-7,0.00039921873,0.00019772026,0.9906639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960547,0.00033094452,0.00038163707,0.0019760183,0.0002192853,0.0010373855],"domain_scores_gemma":[0.99532014,0.00014980091,0.00063980825,0.0030470807,0.00012674886,0.00071642315],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016902447,0.0004630609,0.0012423652,0.0035289133,0.0009419692,0.000513783,0.007458956,0.0007449925,0.0004118923],"category_scores_gemma":[0.00005618371,0.00064169464,0.00036737704,0.0025196841,0.0009110511,0.0009697327,0.003593904,0.00095177745,0.0025280416],"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":[0.00013281802,0.0001256852,0.0049484055,0.00004338207,0.0018649827,0.0002464635,0.000036164372,0.0000034260888,0.0000022618187,0.7574554,0.23494858,0.00019242919],"study_design_scores_gemma":[0.00106661,0.00016760355,0.0009263413,0.000060472936,0.00029316996,0.0000043863324,0.00017048902,0.0014414631,0.0000070247306,0.00066367426,0.9945192,0.0006795863],"about_ca_topic_score_codex":0.019738337,"about_ca_topic_score_gemma":0.010861359,"teacher_disagreement_score":0.7595706,"about_ca_system_score_codex":0.0011181382,"about_ca_system_score_gemma":0.00046474478,"threshold_uncertainty_score":0.99960345},"labels":[],"label_agreement":null},{"id":"W2900700943","doi":"","title":"Designing for emergence for radically contingent problems","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Epistemology; Economics; Computer science; Philosophy","score_opus":0.4296460070115815,"score_gpt":0.4461248107868458,"score_spread":0.016478803775264284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900700943","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000064973836,0.0005317596,0.07795697,0.00017434765,0.00091695564,0.004639439,0.00029025925,0.0001337201,0.91529155],"genre_scores_gemma":[0.0014270573,0.000037992886,0.010356602,0.000018166067,0.0003766059,0.0000062593376,0.000029737857,0.00018395369,0.9875636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99141884,0.0016415274,0.0006893652,0.0020006818,0.0031254443,0.0011241661],"domain_scores_gemma":[0.99064887,0.0023504975,0.00096285006,0.0016902123,0.0034749988,0.0008725497],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.008650045,0.000490989,0.0011567656,0.0025095465,0.0020385245,0.0010719824,0.007080354,0.00066100154,0.000050859835],"category_scores_gemma":[0.0017733838,0.00049496716,0.00048941816,0.0024466652,0.0006028897,0.00072448706,0.0017231681,0.0006506046,0.00013617374],"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":[0.00041030737,0.00006761306,0.00009158101,0.000046591522,0.00011141634,0.00012570724,0.00020643766,0.000042692005,0.0002566442,0.45648643,0.541231,0.00092358055],"study_design_scores_gemma":[0.002402506,0.00046800525,0.000020322796,0.00042634894,0.00007218766,0.000013893608,0.0043910723,0.0010788311,0.000050439376,0.0016794348,0.98881525,0.0005817248],"about_ca_topic_score_codex":0.0018657839,"about_ca_topic_score_gemma":0.0017618374,"teacher_disagreement_score":0.454807,"about_ca_system_score_codex":0.00072553527,"about_ca_system_score_gemma":0.0020772486,"threshold_uncertainty_score":0.999965},"labels":[],"label_agreement":null},{"id":"W2901320521","doi":"","title":"Aging Well: User Centred Principles for Aging in Community","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Aging in place; Public relations; Retirement community; Documentation; Gerontology; Independent living; Exploratory research; Sociology; Psychology; Political science; Medicine; Computer science; Social science","score_opus":0.13743954327846478,"score_gpt":0.37482713517686916,"score_spread":0.2373875918984044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901320521","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035466375,0.00010738846,0.00015037076,0.0003568809,0.00026302092,0.0021987173,0.000056601537,0.00016583152,0.9931545],"genre_scores_gemma":[0.012784272,0.00039843883,0.0005418723,0.000021590175,0.0002726283,0.0000017162544,0.00003972523,0.00012689368,0.98581284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.991153,0.006004499,0.00021088665,0.0007169125,0.0007677138,0.0011469915],"domain_scores_gemma":[0.9968673,0.00069299055,0.00030459257,0.0007523937,0.0010193196,0.00036340108],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024313873,0.0003431414,0.0005606764,0.0018370642,0.0055701323,0.0005566866,0.0031482244,0.0005479702,0.000047653783],"category_scores_gemma":[0.00030827176,0.00044958203,0.00015604011,0.0025572132,0.0020463725,0.00095969555,0.0012407159,0.0011288539,0.000050635517],"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":[0.0002492821,0.00023287028,0.004432472,0.00015839026,0.00015082626,0.00061113684,0.013028327,0.000008551441,0.00002039726,0.94697094,0.03401352,0.00012325673],"study_design_scores_gemma":[0.001198329,0.000115737355,0.00041941256,0.00053535483,0.000041350806,6.935126e-7,0.14669912,0.000022174547,0.000041883333,0.00006634452,0.850453,0.00040658575],"about_ca_topic_score_codex":0.077999786,"about_ca_topic_score_gemma":0.10180768,"teacher_disagreement_score":0.9469046,"about_ca_system_score_codex":0.0028799616,"about_ca_system_score_gemma":0.0032464615,"threshold_uncertainty_score":0.9997956},"labels":[],"label_agreement":null},{"id":"W2902999958","doi":"","title":"\"very fine people on both sides\"","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Indigenous; Exhibition; Underpinning; Timeline; Politics; Action (physics); Media studies; Sociology; History; Visual arts; Geography; Political science; Archaeology; Law; Art; Engineering; Civil engineering","score_opus":0.06838539681383879,"score_gpt":0.30050911295503036,"score_spread":0.23212371614119157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902999958","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12681785,0.000026134356,0.0000029765456,0.00032856737,0.0015995551,0.0007771528,0.00004778322,0.00009780844,0.87030214],"genre_scores_gemma":[0.09083799,0.00009048427,0.000089263325,0.0000606438,0.00048448186,0.0000012985726,0.00056395686,0.00004645458,0.9078254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648136,0.0005594731,0.0002585019,0.00095953996,0.0010239463,0.0007172004],"domain_scores_gemma":[0.9971691,0.00019814698,0.00027223583,0.0007708871,0.0011635055,0.0004261494],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005701047,0.00042492553,0.00050388783,0.0012685539,0.004606441,0.0007102449,0.0020566627,0.00034485594,0.0003035885],"category_scores_gemma":[0.000050982806,0.000493865,0.0002143858,0.00047573596,0.0005303023,0.0009642742,0.00035773643,0.0010224445,0.0010582915],"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":[0.0010262531,0.00029892017,0.00019547978,0.000081775666,0.0001773455,0.00026630092,0.021172322,0.0000015272686,0.000035873265,0.91288245,0.063376494,0.00048523705],"study_design_scores_gemma":[0.0008088712,0.00037263308,0.0019082039,0.00025936935,0.00006999844,0.0000034092452,0.059360214,0.0000098169685,0.00035055846,0.00017244204,0.93613946,0.00054500514],"about_ca_topic_score_codex":0.0041919365,"about_ca_topic_score_gemma":0.026924884,"teacher_disagreement_score":0.91271,"about_ca_system_score_codex":0.0013183984,"about_ca_system_score_gemma":0.0022147445,"threshold_uncertainty_score":0.99975127},"labels":[],"label_agreement":null},{"id":"W2903138733","doi":"","title":"Inclusive Communication Artifacts Design for Chinese Designers","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Work (physics); Focus group; Set (abstract data type); Focus (optics); Universal design; Computer science; Knowledge management; Architectural engineering; Engineering; Business; World Wide Web; Marketing; Geography","score_opus":0.07090917085979494,"score_gpt":0.36445386293366766,"score_spread":0.29354469207387274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903138733","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007706425,0.00010639219,0.0034628967,0.0012909833,0.00027664885,0.0041002533,0.000049212653,0.00054060144,0.98940235],"genre_scores_gemma":[0.011180145,0.00067801104,0.007641803,0.000026193455,0.00021857051,0.0000045645284,0.00005338507,0.00019116722,0.98000616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929431,0.0037407314,0.00021012552,0.0010526482,0.0009680734,0.0010853265],"domain_scores_gemma":[0.99566895,0.0008610996,0.0004339498,0.0014961539,0.0010304758,0.0005093967],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0024296395,0.0004238217,0.00059151475,0.0018299177,0.005248639,0.00031907306,0.006468027,0.0013883063,0.000037666483],"category_scores_gemma":[0.00051728275,0.0005200696,0.00020355989,0.0021219063,0.0038634448,0.0008961605,0.0017025095,0.00089540577,0.00026877804],"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":[0.0004617235,0.00015193441,0.00034485068,0.000038950962,0.0002502584,0.00019927297,0.0026766602,0.000004515496,0.00012142804,0.76432383,0.23090942,0.00051717355],"study_design_scores_gemma":[0.0015615447,0.00027274928,0.00011656169,0.00030246575,0.00010170434,0.000003585041,0.008977925,0.00003944367,0.00020058264,0.0006769008,0.9871862,0.00056035287],"about_ca_topic_score_codex":0.021969296,"about_ca_topic_score_gemma":0.023152342,"teacher_disagreement_score":0.7636469,"about_ca_system_score_codex":0.0024077224,"about_ca_system_score_gemma":0.0028071734,"threshold_uncertainty_score":0.9999081},"labels":[],"label_agreement":null},{"id":"W2903679854","doi":"","title":"Designing flourishing societies as a practice of cultural futures","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Flourishing; Futures contract; Sociology; Environmental ethics; Epistemology; Economics; Social psychology; Psychology; Philosophy; Financial economics","score_opus":0.0995551688140639,"score_gpt":0.3259837521515111,"score_spread":0.2264285833374472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903679854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011706066,0.00048260432,0.0000053853455,0.00029854383,0.00048852223,0.00069801544,0.00010881346,0.00010101093,0.9966465],"genre_scores_gemma":[0.006000156,0.0006197747,0.00021739928,0.00003119361,0.00054872036,3.8832326e-7,0.000048842852,0.00011309476,0.99242043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99581635,0.0016387304,0.00021344163,0.00063308165,0.0011278612,0.0005705073],"domain_scores_gemma":[0.99672383,0.00021500104,0.00046229342,0.00052552944,0.0017464225,0.00032691823],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012158896,0.0003499597,0.0005716396,0.00076108315,0.0023535506,0.0009786823,0.0019319884,0.00038683772,0.00012006004],"category_scores_gemma":[0.0001708776,0.00037858344,0.00020080239,0.0003913091,0.0019227202,0.0016313007,0.0009009965,0.0010990197,0.00011216532],"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":[0.00019612316,0.00010596423,0.000021478956,0.000074768905,0.0003313376,0.000502407,0.008706908,0.000001850006,0.00011572114,0.579251,0.4106265,0.00006598723],"study_design_scores_gemma":[0.0007445429,0.00026189338,0.000006428879,0.00031004442,0.00016198316,0.000010152818,0.11723696,0.000004316341,0.00016689321,0.000108092354,0.8806178,0.00037089377],"about_ca_topic_score_codex":0.02412051,"about_ca_topic_score_gemma":0.012336964,"teacher_disagreement_score":0.57914287,"about_ca_system_score_codex":0.0007016692,"about_ca_system_score_gemma":0.0015026117,"threshold_uncertainty_score":0.9998666},"labels":[],"label_agreement":null},{"id":"W2904823493","doi":"","title":"Engagement within the Federal Government and Beyond for Designing Digital Services","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Public relations; Order (exchange); Service (business); Digital government; Service delivery framework; Public administration; Business; Public engagement; Digital transformation; Political science; Marketing; Law; Finance","score_opus":0.049371252401905465,"score_gpt":0.26025441394067694,"score_spread":0.21088316153877149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904823493","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003230908,0.000028419554,0.0006090177,0.0004941712,0.00030688947,0.0016767749,0.000030390833,0.00012855233,0.99349487],"genre_scores_gemma":[0.03440593,0.00002597303,0.0011604313,0.00018256804,0.0004616392,0.0000044154663,0.000055500415,0.00011614181,0.9635874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784005,0.00014492203,0.00016668893,0.00069961464,0.00064907986,0.0004996428],"domain_scores_gemma":[0.9987401,0.00011317155,0.00037335372,0.00042010797,0.00031781947,0.000035490804],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001351172,0.000321897,0.0003315622,0.00043322306,0.0032376526,0.0009934829,0.0019380586,0.00041745228,0.0000078337125],"category_scores_gemma":[0.000044083292,0.0003084232,0.00008247072,0.0007944619,0.0010553694,0.0010577639,0.0024613598,0.0006134295,0.0000523804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022968819,0.000075647185,0.001652873,0.00020259654,0.0003398203,0.00009589107,0.0002963258,6.0293956e-7,0.000040611325,0.94700766,0.049389515,0.0006687532],"study_design_scores_gemma":[0.0009316332,0.00006232148,0.00036613303,0.00016692896,0.00007557566,0.0000021085618,0.016302576,0.000096248266,0.000077654295,0.00082615454,0.9807027,0.00038995882],"about_ca_topic_score_codex":0.00081410137,"about_ca_topic_score_gemma":0.00047587656,"teacher_disagreement_score":0.94618154,"about_ca_system_score_codex":0.00051805866,"about_ca_system_score_gemma":0.00019809183,"threshold_uncertainty_score":0.99993676},"labels":[],"label_agreement":null},{"id":"W2905221514","doi":"","title":"Testing Time: Uncovering Potential Impacts of Project Duration in Basic Income Pilots","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Basic income; Basic needs; Public economics; Poverty; Mainstream; Duration (music); Government (linguistics); Business; Economics; Economic growth; Political science","score_opus":0.05167421210835162,"score_gpt":0.3220142267310016,"score_spread":0.27034001462265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905221514","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026694542,0.000028830247,0.000007139693,0.000174716,0.00015505518,0.0010422461,0.00013435769,0.000055885597,0.9717072],"genre_scores_gemma":[0.065771386,0.000112920454,0.00018856753,0.000012339786,0.00030870852,3.3583996e-7,0.000012376501,0.000072393224,0.933521],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960343,0.0014229212,0.00021649804,0.00061718986,0.000934749,0.000774313],"domain_scores_gemma":[0.9981995,0.00019565951,0.00044213122,0.00048066472,0.00036672008,0.00031531262],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013174572,0.00024118993,0.0004317934,0.0016092536,0.0010094679,0.00018100819,0.0018535143,0.00048695446,0.00003167395],"category_scores_gemma":[0.00036555144,0.00032234794,0.00010468715,0.0027782703,0.0011576016,0.0008542033,0.00052656425,0.0005530011,0.00008104315],"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":[0.00083614077,0.00026291158,0.010541591,0.0003051475,0.0002151117,0.0030714686,0.003771427,0.000023284474,0.0020427965,0.8125867,0.16534379,0.0009995869],"study_design_scores_gemma":[0.0012231622,0.00026124314,0.011021089,0.0011932522,0.00004344487,0.0000073208785,0.0015624072,0.000047045276,0.00012030444,0.00004795881,0.9840173,0.00045545498],"about_ca_topic_score_codex":0.6267569,"about_ca_topic_score_gemma":0.21230584,"teacher_disagreement_score":0.8186735,"about_ca_system_score_codex":0.0022562558,"about_ca_system_score_gemma":0.004255194,"threshold_uncertainty_score":0.9999229},"labels":[],"label_agreement":null},{"id":"W2906213340","doi":"","title":"Creating space for diverse design culture in first year studio","year":2018,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art Education and Development","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":"Ontario College of Art and Design","funders":"","keywords":"Studio; Diversity (politics); Context (archaeology); Cultural diversity; Pedagogy; Design studio; Space (punctuation); Sociology; Higher education; Psychology; Visual arts; Geography; Anthropology; Political science; Art; Computer science","score_opus":0.14809492304448404,"score_gpt":0.31822288682557304,"score_spread":0.170127963781089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906213340","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025303436,0.000014945372,0.00056414766,0.0007137144,0.00033391634,0.0011046036,0.000017414612,0.000052957897,0.97189486],"genre_scores_gemma":[0.26073116,0.0000426256,0.002349576,0.000032968557,0.00028037807,0.0000015597574,0.000011717509,0.000015422342,0.7365346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815094,0.0003588761,0.00013419797,0.0004928029,0.00036499696,0.0004982094],"domain_scores_gemma":[0.9984191,0.00019858438,0.0000893214,0.00030980227,0.0007721981,0.00021097888],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00070251786,0.00016969838,0.00022275516,0.0004733519,0.003848123,0.00032182454,0.0009700945,0.0001034499,0.000042929907],"category_scores_gemma":[0.00006881868,0.0001874528,0.00007618403,0.0003567609,0.0007568317,0.0009199507,0.00045310185,0.00030467036,0.00013628334],"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":[0.0005209491,0.00016001199,0.0020821113,0.000020863807,0.000058999914,0.00008941559,0.04386004,0.000009296335,0.00003272757,0.9278797,0.025211321,0.00007456649],"study_design_scores_gemma":[0.0014210843,0.0002853646,0.00076102815,0.00008099062,0.000021240388,0.0000018086473,0.105942324,0.00007941944,0.00024582454,0.00017523284,0.8907495,0.00023618047],"about_ca_topic_score_codex":0.0014922593,"about_ca_topic_score_gemma":0.005249153,"teacher_disagreement_score":0.92770445,"about_ca_system_score_codex":0.0008408265,"about_ca_system_score_gemma":0.0005427873,"threshold_uncertainty_score":0.99744874},"labels":[],"label_agreement":null},{"id":"W2906307017","doi":"","title":"The Business Case for Rooftop Urban Agriculture","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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; Globe; Agriculture; Environmental planning; Urban planning; Business; Population; World population; Geography; Economic growth; Engineering; Civil engineering; Economics; Developing country","score_opus":0.03697308221440442,"score_gpt":0.2521660323424396,"score_spread":0.2151929501280352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906307017","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056235674,0.00030229805,0.000011663181,0.0012674981,0.00036062964,0.002595983,0.00022934674,0.00018042712,0.9894286],"genre_scores_gemma":[0.00661143,0.00019559322,0.000062200874,0.000020776764,0.00093216024,0.0000035135752,0.0001616194,0.000016730408,0.991996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960768,0.0009904647,0.00020138182,0.0011102771,0.00062070764,0.0010003637],"domain_scores_gemma":[0.9967348,0.0005834295,0.00027539104,0.00043939028,0.0015422665,0.0004247074],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008653119,0.00045484706,0.0004836403,0.00011354502,0.004814034,0.00062569097,0.003168528,0.0008325192,0.000027767783],"category_scores_gemma":[0.000121224184,0.00019207576,0.00030282376,0.002133429,0.0010135404,0.00039530682,0.0009633629,0.00065063656,0.00007144855],"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":[0.00029792587,0.00013700241,0.00042634987,0.000043960914,0.00014581527,0.0018387078,0.000068333546,3.228816e-7,0.00045128254,0.34257615,0.6528998,0.0011143656],"study_design_scores_gemma":[0.0004940214,0.00033318746,0.0012323447,0.00008540006,0.000102285296,0.00014681976,0.004598005,0.000004549084,0.00007166438,0.00005010231,0.9923842,0.00049740775],"about_ca_topic_score_codex":0.01251555,"about_ca_topic_score_gemma":0.030572342,"teacher_disagreement_score":0.34252605,"about_ca_system_score_codex":0.00072714593,"about_ca_system_score_gemma":0.00025886946,"threshold_uncertainty_score":0.99648154},"labels":[],"label_agreement":null},{"id":"W2907127837","doi":"","title":"Addressing Cultural Identity Confusion within Multi-Generation Chinese Canadian Families through an Educational Lens","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Identity (music); Confusion; Cultural identity; Pedagogy; Gender studies; Sociology; Psychology; Social science; Aesthetics","score_opus":0.2425942061886837,"score_gpt":0.3713888716372754,"score_spread":0.12879466544859172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907127837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015398001,0.00004870416,0.000027883852,0.00053449086,0.0017396084,0.00076804997,0.00012392295,0.000089642395,0.9812697],"genre_scores_gemma":[0.027064694,0.00017686374,0.0007130021,0.00009011678,0.0012033351,0.000001177731,0.00070434244,0.000090046975,0.9699564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971374,0.0006954413,0.00020491889,0.000771735,0.0006604467,0.0005300114],"domain_scores_gemma":[0.99777335,0.00003813963,0.0002410577,0.00053453696,0.0009721206,0.00044081724],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00041112694,0.0003532281,0.00033357265,0.001041571,0.0046666223,0.0010378415,0.0013999018,0.00031075912,0.000791849],"category_scores_gemma":[0.000043469845,0.0003724279,0.00009921362,0.00035794143,0.0012658414,0.0036108112,0.00035057365,0.00050646934,0.0004808738],"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":[0.00004009486,0.00015549206,0.0008767851,0.000029764818,0.000098254444,0.00006063351,0.020734103,0.000002401385,0.0000736126,0.8080499,0.16985404,0.000024904632],"study_design_scores_gemma":[0.000629033,0.00007673206,0.0008735567,0.000169726,0.00003898081,0.0000066576254,0.027259273,0.00008223448,0.000024828449,0.00006953013,0.9702917,0.00047779953],"about_ca_topic_score_codex":0.37921813,"about_ca_topic_score_gemma":0.8288445,"teacher_disagreement_score":0.80798036,"about_ca_system_score_codex":0.0014606193,"about_ca_system_score_gemma":0.0035586886,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W2908375054","doi":"","title":"Confronting Ambiguity: The Intersection of Racial and Sexual Marginalisation and Repression in Rex vs Singh (2008) and Seeking Single White Male (2010)","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"African Sexualities and LGBTQ+ 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":"Ambivalence; White (mutation); Racism; Immigration; Gender studies; Sociology; Queer; Ambiguity; State (computer science); Criminology; Social psychology; Political science; Psychology; Law","score_opus":0.07626462011556337,"score_gpt":0.32003282395616856,"score_spread":0.24376820384060519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908375054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19473901,0.00017772775,0.0000809154,0.00032380532,0.0001738689,0.0005433921,0.000012354604,0.000029133415,0.8039198],"genre_scores_gemma":[0.21533845,0.0001968673,0.00020894535,0.0000067845976,0.00017675679,2.425029e-7,0.000006128461,0.000031579784,0.78403425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967262,0.0016392898,0.00015807743,0.00058261154,0.0005013397,0.00039245814],"domain_scores_gemma":[0.99885696,0.0001873365,0.00029821458,0.00028623574,0.00021569285,0.00015558438],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016496765,0.00017916595,0.00033917616,0.00049782335,0.001470913,0.00027187582,0.000548454,0.00035162378,0.000024598208],"category_scores_gemma":[0.00011824456,0.0001887918,0.000027911348,0.000537757,0.0023000352,0.00056626427,0.00072621804,0.00041412938,0.0000013606191],"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":[0.0018031123,0.00021528604,0.0745169,0.00037021027,0.00022665496,0.00050612795,0.10279095,0.000002568608,0.0023772959,0.77201176,0.03753515,0.007643979],"study_design_scores_gemma":[0.00072292035,0.00029950234,0.0051672217,0.000457589,0.00005397209,0.000011218469,0.16403672,0.000084383246,0.000028974962,0.000050716983,0.8288278,0.0002589565],"about_ca_topic_score_codex":0.06756971,"about_ca_topic_score_gemma":0.027728366,"teacher_disagreement_score":0.79129267,"about_ca_system_score_codex":0.00045923798,"about_ca_system_score_gemma":0.00028108075,"threshold_uncertainty_score":0.99982905},"labels":[],"label_agreement":null},{"id":"W2908562229","doi":"","title":"Made with Love: Tracing Personal and Cultural Resilience in Annie Pootoogook’s Drawings","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Archaeology and Rock Art Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Expansive; Scholarship; Narrative; Indigenous; Sociology; Aesthetics; Visual arts; Art; Literature","score_opus":0.0370079706858045,"score_gpt":0.3207797734864519,"score_spread":0.2837718028006474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908562229","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07307797,0.00019739715,0.00002352344,0.0010928471,0.00010924042,0.0007632909,0.000012916729,0.000065014305,0.9246578],"genre_scores_gemma":[0.12162697,0.00091189984,0.000227472,0.000018891478,0.00016256968,3.218578e-7,0.0000048214174,0.00004528842,0.87700176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597174,0.0013222044,0.000121981284,0.00091064285,0.0007842259,0.00088918704],"domain_scores_gemma":[0.9987202,0.00019731023,0.00016067114,0.000284413,0.0002881583,0.00034918985],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00088214397,0.0002976524,0.00045214646,0.00089565763,0.008286216,0.00007855882,0.0014589342,0.00053671416,0.00003427932],"category_scores_gemma":[0.00006858727,0.00030258877,0.00007107082,0.0011055764,0.006683045,0.0008492801,0.0023346301,0.0009132068,0.000056175326],"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":[0.0010874494,0.00014313831,0.05605929,0.00010127846,0.00026832247,0.0037006685,0.14570837,0.0000026276027,0.00008146806,0.7554111,0.037231695,0.00020458881],"study_design_scores_gemma":[0.0010042564,0.00024127559,0.004275247,0.0004785093,0.00004734433,0.000017092669,0.092370555,0.000011892889,0.000019034163,0.000036297675,0.90108407,0.00041440938],"about_ca_topic_score_codex":0.029385084,"about_ca_topic_score_gemma":0.05356663,"teacher_disagreement_score":0.8638524,"about_ca_system_score_codex":0.00073649967,"about_ca_system_score_gemma":0.000981082,"threshold_uncertainty_score":0.9999426},"labels":[],"label_agreement":null},{"id":"W2909833696","doi":"","title":"Knowledge capture, representation and visualization","year":2005,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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":"Simon Fraser University","funders":"","keywords":"Computer science; Visualization; Representation (politics); Artificial intelligence; Political science","score_opus":0.1097382678734549,"score_gpt":0.3355539229875481,"score_spread":0.22581565511409318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909833696","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21645802,0.000058077992,0.000039167055,0.00031355122,0.0001457029,0.00037137233,0.000013938811,0.000046415797,0.78255373],"genre_scores_gemma":[0.5918723,0.00009708546,0.000024865223,0.000015407128,0.00014461568,2.2392632e-7,0.000014648258,0.000009597738,0.4078213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800533,0.0006857376,0.00013552983,0.00048161478,0.0003431771,0.0003486243],"domain_scores_gemma":[0.9985998,0.00010569958,0.00008838562,0.00029495283,0.00068409636,0.0002270398],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004924405,0.00014989072,0.0001969251,0.00051832927,0.00249605,0.0005805711,0.0006228943,0.00010368362,0.000028548648],"category_scores_gemma":[0.00003087429,0.00017515793,0.00006512022,0.00037594122,0.00072772783,0.0018881097,0.00042763978,0.0003198795,0.00009196022],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012817324,0.0001516964,0.0013939838,0.000018039087,0.000056664296,0.0001000382,0.005924149,0.000007587524,0.00049846043,0.98711723,0.0037259131,0.00087804144],"study_design_scores_gemma":[0.000952246,0.00011275774,0.0023330187,0.00003751096,0.00003882519,0.000006867106,0.009950924,0.0006065057,0.0006845069,0.00018513309,0.9848609,0.00023083546],"about_ca_topic_score_codex":0.004333746,"about_ca_topic_score_gemma":0.01549415,"teacher_disagreement_score":0.9869321,"about_ca_system_score_codex":0.00044614004,"about_ca_system_score_gemma":0.00023401924,"threshold_uncertainty_score":0.99880254},"labels":[],"label_agreement":null},{"id":"W2912187422","doi":"","title":"Making and using large models of complex systems: The Poverty Reduction Model","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Psychological intervention; Agency (philosophy); Scope (computer science); Poverty; Quality (philosophy); Computer science; Causal model; Causal loop diagram; Poverty reduction; Process management; Risk analysis (engineering); Management science; Knowledge management; Business; Psychology; Engineering; System dynamics; Economics; Artificial intelligence; Sociology; Mathematics","score_opus":0.5163706291978449,"score_gpt":0.4488939880139664,"score_spread":0.06747664118387853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912187422","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018782549,0.00036907793,0.028497474,0.000056567467,0.00044648146,0.0012764698,0.00015203415,0.00005954879,0.9672641],"genre_scores_gemma":[0.15139195,0.000049085986,0.0012653908,0.000009827354,0.00018309505,3.0345797e-7,0.0000041952076,0.00009787599,0.8469983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918568,0.0025587964,0.0005939307,0.0013528226,0.0029401535,0.00069750665],"domain_scores_gemma":[0.9946497,0.0005728358,0.0010692957,0.0019426391,0.0014957839,0.00026975787],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004576592,0.00039470385,0.0009563861,0.0022049383,0.0022227534,0.00089181337,0.00446953,0.0005012314,0.000029322959],"category_scores_gemma":[0.00016498024,0.000328669,0.00024531878,0.0022817382,0.0010700079,0.001052038,0.0031993175,0.0006292125,0.00004028039],"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":[0.00025348208,0.000060892125,0.0000890156,0.00004690846,0.00012037158,0.000110855326,0.00040604803,0.0022782127,0.00029534823,0.8491715,0.14704263,0.00012472196],"study_design_scores_gemma":[0.00081359904,0.00008820264,0.00004496154,0.0005855023,0.00007309206,0.00008499499,0.010168451,0.3025475,0.000007339428,0.0014870985,0.6837396,0.00035965396],"about_ca_topic_score_codex":0.004748802,"about_ca_topic_score_gemma":0.00055282033,"teacher_disagreement_score":0.84768444,"about_ca_system_score_codex":0.0006179887,"about_ca_system_score_gemma":0.0007852619,"threshold_uncertainty_score":0.99991655},"labels":[],"label_agreement":null},{"id":"W2912488564","doi":"","title":"Enhancing Inclusive Design in Emergency Department Waiting Areas: a mixed methods architectural study of five Toronto hospitals.","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Family and Patient Care in Intensive Care Units","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":"Affordance; Emergency department; Distraction; Universal design; Architectural design; Citizen journalism; Participatory design; Qualitative research; Set (abstract data type); Architecture; Psychology; Architectural engineering; Computer science; Medicine; Nursing; Engineering; Sociology; Operations management; Human–computer interaction; Visual arts; World Wide Web","score_opus":0.09862489678071854,"score_gpt":0.4362763921971997,"score_spread":0.3376514954164812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912488564","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14252593,0.00021398767,0.00057932286,0.00004095368,0.0021733711,0.00607782,0.000091274414,0.00010333207,0.848194],"genre_scores_gemma":[0.09511056,0.0003177527,0.0032740398,0.000029102317,0.0003047815,0.00001554588,0.00009084387,0.00024264977,0.90061474],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.97983277,0.015831202,0.0007673277,0.0012872242,0.0010444437,0.0012370461],"domain_scores_gemma":[0.9919705,0.0023723207,0.0010391065,0.0011681841,0.0029910558,0.0004588332],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028385161,0.00060281006,0.0011926662,0.0015672756,0.0019902384,0.000032086235,0.0026175848,0.0008728777,0.00013735058],"category_scores_gemma":[0.0012322067,0.0006794207,0.00022181569,0.001495708,0.0004867641,0.00047272054,0.0030789285,0.001743971,0.00006567225],"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":[0.010448748,0.003374993,0.048427273,0.0027228934,0.004403683,0.008497457,0.14922276,0.00012257,0.0026812379,0.37503752,0.39012533,0.0049355268],"study_design_scores_gemma":[0.0066229813,0.0049033356,0.007178482,0.0069263186,0.0004163587,0.000010298837,0.6497749,0.00016048634,0.00076461845,0.000100873265,0.32159105,0.0015503237],"about_ca_topic_score_codex":0.09296962,"about_ca_topic_score_gemma":0.10069406,"teacher_disagreement_score":0.5005521,"about_ca_system_score_codex":0.004027,"about_ca_system_score_gemma":0.0016679224,"threshold_uncertainty_score":0.9997964},"labels":[],"label_agreement":null},{"id":"W2912568873","doi":"","title":"News By Association: Designing a Way Out of the Echo Chamber","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Information Systems Theories and Implementation","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":"Ontario College of Art and Design; Open Text (Canada)","funders":"","keywords":"Echo (communications protocol); Citizen journalism; Ideation; Association (psychology); Phenomenon; Social media; Sociology; Engineering; Psychology; Computer science; World Wide Web; Epistemology; Cognitive science","score_opus":0.058364217972669476,"score_gpt":0.3554228547974634,"score_spread":0.2970586368247939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912568873","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04803012,0.000017957569,0.00007014537,0.00026849128,0.0012284655,0.0012982598,0.00007056869,0.000034036104,0.94898194],"genre_scores_gemma":[0.1275472,0.00013972043,0.00008887865,0.0000211722,0.00020339496,0.0000010543051,0.00015115712,0.000017788312,0.8718296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99457383,0.0024181104,0.000342928,0.00039879789,0.0016750727,0.0005912381],"domain_scores_gemma":[0.9960953,0.00027292213,0.0009467346,0.0004653815,0.0020215432,0.00019811648],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026442993,0.00021076713,0.00036280564,0.0003734251,0.0048281117,0.00037550187,0.0018198125,0.0005543165,0.000028410224],"category_scores_gemma":[0.00021965744,0.0002225535,0.00020820236,0.0012834312,0.00040742534,0.0016242266,0.00027136336,0.0006315629,0.000062301464],"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":[0.00032857215,0.00005387026,0.0023054855,0.00006697735,0.00020424864,0.000014828626,0.057707407,0.0000013167468,0.0008545307,0.9046505,0.033358455,0.00045376766],"study_design_scores_gemma":[0.000614145,0.000079544625,0.0005359077,0.00015561887,0.000067974914,4.4492447e-7,0.21291848,0.0000048176043,0.002025511,0.00006404133,0.7833131,0.00022039666],"about_ca_topic_score_codex":0.019429531,"about_ca_topic_score_gemma":0.020435512,"teacher_disagreement_score":0.9045865,"about_ca_system_score_codex":0.0028214036,"about_ca_system_score_gemma":0.001809037,"threshold_uncertainty_score":0.99743897},"labels":[],"label_agreement":null},{"id":"W2912571930","doi":"","title":"Urban systems of survival: Building a resilient capacity of food and housing in the city","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Affordable housing; Business; Resilience (materials science); Renting; Environmental planning; Food systems; Psychological resilience; Resource (disambiguation); Urban resilience; Urban planning; Environmental resource management; Economic growth; Food security; Geography; Engineering; Civil engineering; Economics; Computer science","score_opus":0.11084810349699382,"score_gpt":0.2729950550051485,"score_spread":0.16214695150815467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912571930","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12498599,0.0005329355,0.00023164767,0.00007331524,0.00014423097,0.00072528055,0.000118462245,0.00001186597,0.8731763],"genre_scores_gemma":[0.6117897,0.00095440546,0.000143332,0.000004268378,0.000042831285,6.220162e-7,0.0000034067498,0.00004481576,0.3870166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978969,0.00042827317,0.00034226713,0.0006162735,0.0003114339,0.00040483204],"domain_scores_gemma":[0.9983358,0.00025406326,0.00056473014,0.0005809736,0.00013851943,0.00012593275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016835906,0.00020715475,0.00067110825,0.0014144668,0.0002842438,0.00007690498,0.001564581,0.00028999418,0.0000042949664],"category_scores_gemma":[0.00006599939,0.00020251042,0.000106989544,0.0008162197,0.00074577605,0.00029766563,0.0005025077,0.00039347407,0.000008210936],"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":[0.00011597589,0.000092334936,0.036410585,0.00015931502,0.00010686095,0.000079495934,0.0004407026,0.0000044624758,0.00008169719,0.9582521,0.004225267,0.000031244475],"study_design_scores_gemma":[0.0017128079,0.00030863372,0.018505372,0.0011297418,0.000024295476,0.0000092379905,0.0034809643,0.000032804855,0.00023749415,0.00057648943,0.9734883,0.00049388007],"about_ca_topic_score_codex":0.013228605,"about_ca_topic_score_gemma":0.0009827025,"teacher_disagreement_score":0.969263,"about_ca_system_score_codex":0.0005236204,"about_ca_system_score_gemma":0.00027214052,"threshold_uncertainty_score":0.9933424},"labels":[],"label_agreement":null},{"id":"W2912931323","doi":"","title":"Curating for Empathy: Design Thinking for Social Engagement","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Empathy; Praxis; Exhibition; Openness to experience; Sociology; Citizen journalism; Visual arts; Aesthetics; Psychology; Art; Social psychology; Epistemology; Political science","score_opus":0.20264018357362665,"score_gpt":0.39660257072890825,"score_spread":0.1939623871552816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912931323","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017534006,0.000020131109,0.48410487,0.00052956253,0.0017650261,0.005378512,0.000041490326,0.00036053816,0.49026588],"genre_scores_gemma":[0.11083703,0.00003942998,0.17184046,0.00009519139,0.00096367515,0.000045178545,0.000702621,0.00015080659,0.7153256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954724,0.0010858398,0.00033611947,0.0013786944,0.000815021,0.0009119456],"domain_scores_gemma":[0.9943596,0.0006723857,0.0006401113,0.00076514337,0.0034379747,0.00012479427],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0028349487,0.00042244923,0.00052119186,0.0016853183,0.008148627,0.0008659735,0.005964884,0.000790198,0.000001621124],"category_scores_gemma":[0.00023150658,0.00055279274,0.00026899527,0.0015269443,0.0003282528,0.0026709712,0.0009183816,0.0013814013,0.000021531407],"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":[0.0009864814,0.00012674843,0.000013134882,0.00013576215,0.00028601743,0.00013551766,0.0075181993,0.000010472455,0.0026128886,0.9790539,0.0066287452,0.002492098],"study_design_scores_gemma":[0.005668502,0.0029344286,0.0004570325,0.0007969128,0.00032850952,0.000023568982,0.058815766,0.012193397,0.058323063,0.011078982,0.84729177,0.002088072],"about_ca_topic_score_codex":0.00021913298,"about_ca_topic_score_gemma":0.00024613284,"teacher_disagreement_score":0.96797496,"about_ca_system_score_codex":0.0021418713,"about_ca_system_score_gemma":0.0015739937,"threshold_uncertainty_score":0.9996924},"labels":[],"label_agreement":null},{"id":"W2913576689","doi":"","title":"Moving towards Systems and Design Thinking through Implementation Science.","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Systems thinking; Public relations; Variety (cybernetics); Political science; Knowledge management; Psychology; Computer science; Psychiatry","score_opus":0.6787821886341743,"score_gpt":0.6329999741268262,"score_spread":0.045782214507348096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913576689","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010754666,0.00008891957,0.0017976325,0.00092722237,0.0008519801,0.004671813,0.00017759704,0.00021734569,0.990192],"genre_scores_gemma":[0.0046537537,0.00036694965,0.0031232499,0.0002629231,0.00034011068,0.000006152214,0.000034289016,0.00015056242,0.991062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98794967,0.006045444,0.0004915067,0.0012771069,0.002497177,0.001739122],"domain_scores_gemma":[0.9950846,0.0007476788,0.00076279475,0.0009135772,0.001520176,0.0009712073],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0104113715,0.00037711198,0.0006192486,0.0021112203,0.007451715,0.00039775227,0.0032114005,0.0005178119,0.000050160455],"category_scores_gemma":[0.00036515624,0.00042918583,0.00005158153,0.003386915,0.0016500814,0.002247979,0.0024934453,0.0015486355,0.00016854457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001053014,0.000020906775,0.00079012424,0.00025831303,0.00005404998,0.00019762524,0.009148546,0.000006430754,0.00014989005,0.7304928,0.25852036,0.00025568696],"study_design_scores_gemma":[0.0018981806,0.00019423485,0.00036672875,0.0005224947,0.00004730808,0.000009736975,0.07061347,0.00008689274,0.000030344767,0.000101880585,0.9257464,0.00038234456],"about_ca_topic_score_codex":0.0735857,"about_ca_topic_score_gemma":0.0027475157,"teacher_disagreement_score":0.7303909,"about_ca_system_score_codex":0.00488029,"about_ca_system_score_gemma":0.016897038,"threshold_uncertainty_score":0.999816},"labels":[],"label_agreement":null},{"id":"W2914784705","doi":"","title":"Discussing art community and the library","year":2004,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Criticism; Library science; Sociology; Visual arts; Art; Political science; Computer science; Law","score_opus":0.08027349724169057,"score_gpt":0.32203670057392125,"score_spread":0.24176320333223067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914784705","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21974872,0.000016429078,0.000050218776,0.012036008,0.000079243575,0.00042598232,0.0000045561733,0.000056920948,0.76758194],"genre_scores_gemma":[0.71507883,0.00016523294,0.00018639237,0.00009174078,0.00006032683,1.5960494e-7,0.00000699608,0.0000056694366,0.28440467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954611,0.0031212782,0.00009969284,0.00029578176,0.00057962525,0.00044250628],"domain_scores_gemma":[0.99871296,0.00037448283,0.000077489065,0.0004072681,0.00009724028,0.00033056788],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0018558714,0.00011115365,0.00016486879,0.00022120442,0.010587513,0.0010584658,0.002121925,0.0001247467,0.0000046413597],"category_scores_gemma":[0.00007531889,0.000095335934,0.00007137496,0.0013169462,0.0042465376,0.006431476,0.0007885327,0.00077066815,0.000031556046],"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":[0.00025903774,0.00007195536,0.0022246619,0.000005580409,0.000017156788,0.0001442942,0.008562447,0.000008833859,0.00008199807,0.98766166,0.0006621633,0.00030021844],"study_design_scores_gemma":[0.0024182838,0.00014917889,0.006128348,0.000074768664,0.000025010739,0.000008687259,0.10278184,0.000019221685,0.00036242555,0.005814155,0.8819855,0.00023257869],"about_ca_topic_score_codex":0.009466783,"about_ca_topic_score_gemma":0.0021386761,"teacher_disagreement_score":0.9818475,"about_ca_system_score_codex":0.00024512265,"about_ca_system_score_gemma":0.0015427725,"threshold_uncertainty_score":0.99997854},"labels":[],"label_agreement":null},{"id":"W2915013282","doi":"","title":"Translating Domain Expertise through Visual Sensemaking.","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sensemaking; Visual thinking; Computer science; Process (computing); Visual research; Human–computer interaction; Novelty; Comprehension; Set (abstract data type); Knowledge management; Data science; Psychology; Mathematics education","score_opus":0.4844080606649838,"score_gpt":0.5760736101705216,"score_spread":0.09166554950553779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915013282","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016882258,0.00023032406,0.0032936945,0.0006077067,0.00041977933,0.0019669454,0.000036892474,0.00040401885,0.99135244],"genre_scores_gemma":[0.01701349,0.00037531593,0.0039386745,0.00004277941,0.00066417607,0.000002422592,0.000017179553,0.00029742942,0.97764856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97656304,0.016595453,0.00033416494,0.0015463341,0.0028176,0.002143413],"domain_scores_gemma":[0.9958981,0.00088817545,0.00039434351,0.001073555,0.0005692977,0.0011765206],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0062339394,0.00056224543,0.00094577775,0.0014216352,0.0047344062,0.00064803904,0.0041325064,0.0012388991,0.00012220423],"category_scores_gemma":[0.00055634027,0.00071163883,0.00036654578,0.0025369409,0.0037152872,0.0011733692,0.0011046414,0.001983365,0.0003675431],"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":[0.0003936832,0.00023539938,0.00030186892,0.00009963307,0.00025820298,0.0022579995,0.010317546,0.000003378395,0.00088248507,0.94866246,0.03440794,0.002179387],"study_design_scores_gemma":[0.0013910246,0.00026315462,0.00005617294,0.0005026829,0.00007237777,0.0000056297827,0.020993711,0.00007898194,0.00017704857,0.00018187334,0.97552884,0.00074852735],"about_ca_topic_score_codex":0.043091733,"about_ca_topic_score_gemma":0.014954013,"teacher_disagreement_score":0.9484806,"about_ca_system_score_codex":0.0028028912,"about_ca_system_score_gemma":0.0035018206,"threshold_uncertainty_score":0.9995335},"labels":[],"label_agreement":null},{"id":"W2915581585","doi":"","title":"ENGAGEMENT MATTERS: An exploration of public engagement and its futures in Toronto","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public engagement; Futures contract; Public relations; Futures studies; Citizen journalism; Politics; Community engagement; Sociology; Deliberation; Civic engagement; Political science; Business; Computer science","score_opus":0.17847097908853618,"score_gpt":0.3244260207317082,"score_spread":0.145955041643172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915581585","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0102909645,0.000092885566,0.00017106725,0.0005352316,0.00025460776,0.0012116131,0.0000074835166,0.000110782086,0.9873254],"genre_scores_gemma":[0.18862681,0.0005735729,0.0008812327,0.0001703384,0.00054301973,0.000005907139,0.00014384826,0.00016022631,0.80889505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973882,0.0006401782,0.00022693163,0.0007108122,0.0005433133,0.0004905908],"domain_scores_gemma":[0.9986292,0.000041100662,0.00035504616,0.00045278133,0.00047764688,0.000044241955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024005729,0.0002925124,0.00040940059,0.0015041229,0.0009686771,0.00023893635,0.0016065686,0.00048877875,0.00008170141],"category_scores_gemma":[0.00005443955,0.00035325685,0.00005142296,0.0011476425,0.0005488664,0.0040567885,0.0019423333,0.0005984368,0.00004127254],"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":[0.000113496186,0.00024041774,0.0009796047,0.00021886724,0.00015808597,0.00014706109,0.00065677916,4.10208e-7,0.00011753925,0.97602564,0.019881448,0.0014606206],"study_design_scores_gemma":[0.0010148969,0.00008453114,0.0014776174,0.00021564594,0.000042295014,6.171401e-7,0.041770246,0.00004791661,0.00010624,0.00034592347,0.95449406,0.00040003844],"about_ca_topic_score_codex":0.008728122,"about_ca_topic_score_gemma":0.012513196,"teacher_disagreement_score":0.97567976,"about_ca_system_score_codex":0.0009770836,"about_ca_system_score_gemma":0.00025055354,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W2917069075","doi":"","title":"Leveraging inclusion and diversity as Canada's digital advantage","year":2010,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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":"Inclusion (mineral); Diversity (politics); Digital inclusion; Computer science; World Wide Web; Sociology; The Internet; Gender studies; Anthropology","score_opus":0.037267536957045384,"score_gpt":0.25311590219039504,"score_spread":0.21584836523334966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917069075","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02897264,0.00007359281,0.0000031118527,0.00032093722,0.0005796491,0.0006802229,0.00029607484,0.00009251711,0.96898127],"genre_scores_gemma":[0.18246599,0.00018517154,0.000010309387,0.00003710833,0.00023393815,1.5868737e-7,0.000057726633,0.000090096444,0.8169195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968696,0.00038394873,0.00015306195,0.00087963365,0.001049796,0.000663959],"domain_scores_gemma":[0.99814534,0.0001221823,0.00021950476,0.0005878125,0.00039669103,0.0005284493],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.00038698385,0.00039987252,0.0004898029,0.0008186889,0.007850897,0.00082430727,0.002046617,0.0003525751,0.00021778965],"category_scores_gemma":[0.000038560676,0.0004709828,0.00011254471,0.00025235285,0.0012883904,0.0009836466,0.010108136,0.00141636,0.00005050048],"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":[0.00015132135,0.00010086862,0.0017048987,0.000073360156,0.00019528328,0.0025571198,0.0022388073,2.6278067e-7,0.000073415504,0.9180618,0.07405978,0.0007830806],"study_design_scores_gemma":[0.0008873359,0.00011221276,0.0002931431,0.00016658842,0.000069116555,0.000012392386,0.006660629,0.000010495383,0.000041822048,0.00016521095,0.9910436,0.00053744676],"about_ca_topic_score_codex":0.78149796,"about_ca_topic_score_gemma":0.8928854,"teacher_disagreement_score":0.91789657,"about_ca_system_score_codex":0.0009784084,"about_ca_system_score_gemma":0.0015847876,"threshold_uncertainty_score":0.99977416},"labels":[],"label_agreement":null},{"id":"W2920422229","doi":"","title":"A pilot study of computer auto-personalization at American job centers","year":2018,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"ICT in Developing Communities","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":"National Institute on Disability, Independent Living, and Rehabilitation Research; Ontario Ministry of Research and Innovation; European Commission","keywords":"Personalization; Set (abstract data type); Computer science; Field (mathematics); World Wide Web; Multimedia","score_opus":0.09330764347648639,"score_gpt":0.308578892375833,"score_spread":0.21527124889934662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920422229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67983544,0.0000039524384,0.017199874,0.00024385973,0.00034142155,0.0007897267,0.0000048164607,0.00013302147,0.3014479],"genre_scores_gemma":[0.9453609,0.000014380962,0.004848805,0.00004289244,0.00006218193,4.4044964e-7,0.0000048376655,0.000016402895,0.049649157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99537843,0.0021292488,0.00022404904,0.00066984515,0.0009920034,0.00060641527],"domain_scores_gemma":[0.99666077,0.00029371105,0.0002497983,0.0013323493,0.0012114471,0.00025191045],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0008273231,0.00023789308,0.0003758851,0.0010241193,0.0023955423,0.0002869726,0.006066841,0.00005314355,0.0000020341558],"category_scores_gemma":[0.000027351496,0.0002877928,0.00007035574,0.0027159774,0.0014310838,0.001537347,0.0050633755,0.00044427902,0.000040006827],"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":[0.0006710744,0.00093547936,0.033415698,0.000031740554,0.00022347154,0.00046783933,0.010824956,0.000029883931,0.0014140505,0.9492318,0.0020488875,0.00070508715],"study_design_scores_gemma":[0.015983757,0.05337365,0.42680532,0.00080780324,0.00021353283,0.00021995475,0.061391305,0.049266346,0.0069309496,0.00021266298,0.38165888,0.003135843],"about_ca_topic_score_codex":0.011919714,"about_ca_topic_score_gemma":0.0026477673,"teacher_disagreement_score":0.9490192,"about_ca_system_score_codex":0.0013281674,"about_ca_system_score_gemma":0.00053655374,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W2925264752","doi":"","title":"Design for Many Voices: Co-design Research with College Students","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Higher Education Practises and Engagement","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":"Ontario College of Art and Design","funders":"","keywords":"Participatory action research; Participatory design; Action research; Process (computing); Co-design; Pedagogy; Sociology; Engineering ethics; Engineering; Mathematics education; Computer science; Psychology","score_opus":0.29557445096899565,"score_gpt":0.45592342034640543,"score_spread":0.16034896937740978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925264752","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001891503,0.00005324743,0.00628112,0.0006851205,0.0003940788,0.00607145,0.0000759914,0.00015878507,0.9860911],"genre_scores_gemma":[0.0017207221,0.00058440806,0.005242695,0.000018546301,0.00049221463,0.00001204225,0.000029321569,0.00019149073,0.9917086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9846729,0.009469703,0.00020442468,0.0012729361,0.0030014194,0.0013786376],"domain_scores_gemma":[0.9947881,0.001594569,0.00030129481,0.0008929447,0.0016375793,0.00078548415],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009540531,0.00037641812,0.0005262803,0.0018894529,0.007569896,0.0008515973,0.0051446166,0.0006897312,0.00016561507],"category_scores_gemma":[0.00015977633,0.00042395855,0.000124317,0.002469015,0.0025463111,0.0009498356,0.00071123225,0.0011684349,0.0005298568],"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":[0.0009979979,0.00033462327,0.00022176944,0.000049807324,0.00032315316,0.00037172166,0.0017369132,0.000007266324,0.000016652863,0.48056644,0.51531357,0.000060095383],"study_design_scores_gemma":[0.001838956,0.0009441749,0.00008824691,0.0003315771,0.000106816726,0.0000026541704,0.03868975,0.000011868255,0.000055082197,0.000077631856,0.95736814,0.00048509412],"about_ca_topic_score_codex":0.017790629,"about_ca_topic_score_gemma":0.0034478214,"teacher_disagreement_score":0.4804888,"about_ca_system_score_codex":0.0029409286,"about_ca_system_score_gemma":0.0051996536,"threshold_uncertainty_score":0.99982125},"labels":[],"label_agreement":null},{"id":"W2939312080","doi":"","title":"Working with motivation to increase performance.","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Employee engagement; Productivity; Context (archaeology); Employee motivation; Public relations; Politics; Psychological contract; Capitalism; Political science; Economics; Economic growth","score_opus":0.05430382472007484,"score_gpt":0.24928881756587543,"score_spread":0.1949849928458006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939312080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031615447,0.0000064121455,0.00012489026,0.00019977464,0.00028637622,0.00093984697,0.000005538211,0.00022084327,0.9666009],"genre_scores_gemma":[0.0705346,0.00002089365,0.00030387237,0.00010980124,0.0006686588,6.3499584e-7,0.00008348226,0.00016954394,0.9281085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776006,0.00011060535,0.0001268749,0.0007091868,0.0008088061,0.00048446681],"domain_scores_gemma":[0.9984664,0.00004308598,0.00020592338,0.00051753083,0.00065422733,0.00011288514],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003508276,0.00030558102,0.00030565605,0.0021116727,0.0012621812,0.0005489477,0.0013722046,0.0002896683,0.00020395589],"category_scores_gemma":[0.00004080233,0.0003373964,0.00005827306,0.0026814332,0.00028060362,0.0013418936,0.0008497018,0.00043479633,0.0014834881],"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":[0.0005648677,0.00010636045,0.14276552,0.00007783812,0.00010286099,0.00033078052,0.00004623933,0.000011903003,0.00011197182,0.6908356,0.1644439,0.0006021816],"study_design_scores_gemma":[0.0009592422,0.00006961832,0.02407846,0.00041832676,0.0000958555,0.0000054508946,0.0006549608,0.000028614793,0.000041802392,0.0000042123015,0.97321695,0.0004264935],"about_ca_topic_score_codex":0.0077302735,"about_ca_topic_score_gemma":0.0021787656,"teacher_disagreement_score":0.80877304,"about_ca_system_score_codex":0.00060649146,"about_ca_system_score_gemma":0.00032922844,"threshold_uncertainty_score":0.9999078},"labels":[],"label_agreement":null},{"id":"W2939830504","doi":"","title":"Review of UNCEDED: Voices of the land, Canada’s entry to the 2018 Venice Biennale in architecture","year":2018,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Architecture; Geography; History; Archaeology","score_opus":0.02846089118805505,"score_gpt":0.24716539957693484,"score_spread":0.21870450838887978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939830504","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24158014,0.0022527908,0.0006731817,0.001937807,0.00041461678,0.001641879,0.000094589755,0.00003904192,0.75136596],"genre_scores_gemma":[0.9742965,0.0012877288,0.00017720654,0.00017094116,0.00010191455,6.6671254e-7,0.0000045307115,0.000022190521,0.023938289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978566,0.00067640643,0.0001852899,0.00029137894,0.00057823624,0.00041208268],"domain_scores_gemma":[0.9984921,0.00021697451,0.00008602111,0.0007484694,0.0002930956,0.00016331596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065925677,0.00016410368,0.00029785026,0.000260141,0.0005199497,0.000024072931,0.0023649656,0.000093066876,0.000003570473],"category_scores_gemma":[0.00007466377,0.00012961196,0.00009368514,0.0013226537,0.0004451728,0.00016823287,0.000627321,0.00059208606,0.0000056965205],"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":[0.0051313792,0.000930938,0.095166035,0.015446594,0.0020152156,0.0014800868,0.023954289,0.04799876,0.024919761,0.50981134,0.257097,0.016048625],"study_design_scores_gemma":[0.00070448243,0.00019501404,0.012991316,0.0024320309,0.00006778539,0.00001755904,0.00094061025,0.00039479762,0.005827023,0.00005145327,0.97609496,0.0002829477],"about_ca_topic_score_codex":0.15580694,"about_ca_topic_score_gemma":0.4216674,"teacher_disagreement_score":0.7327164,"about_ca_system_score_codex":0.00047945342,"about_ca_system_score_gemma":0.00096110546,"threshold_uncertainty_score":0.8498146},"labels":[],"label_agreement":null},{"id":"W2942933150","doi":"","title":"A product of its time: A review of Heather O’Neill’s The Girl Who Was Saturday Night","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Girl; Brother; SAINT; Maroon; Art history; Art; History; Genealogy; Sociology; Visual arts; Psychology","score_opus":0.048350769793100594,"score_gpt":0.2825134515264611,"score_spread":0.23416268173336052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942933150","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000055852284,0.02093016,5.0330885e-7,0.00046027356,0.00053670764,0.0020306641,0.00077828096,0.00007096067,0.9751366],"genre_scores_gemma":[0.0003696302,0.005481489,0.00003718916,0.000060322483,0.00049646985,9.430778e-7,0.000110740555,0.00013198957,0.9933112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545115,0.0014766863,0.0003316932,0.00079246773,0.0013761361,0.00057184754],"domain_scores_gemma":[0.9954144,0.00013750803,0.0005406902,0.0015708308,0.002080906,0.0002557048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012551054,0.00045080247,0.001055945,0.00067162915,0.00078335736,0.00015021232,0.0036807312,0.00033867056,0.00039173046],"category_scores_gemma":[0.00014510902,0.00037805332,0.00029119014,0.0008864285,0.0017760404,0.00052593026,0.0012804636,0.0011178843,0.0000675213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015558738,0.0000850906,0.0000142674,0.0012585623,0.00027947634,0.00015271964,0.0016458848,2.0061879e-7,0.000022128175,0.51556015,0.4807634,0.000062540115],"study_design_scores_gemma":[0.00050569134,0.00022991076,0.000008514102,0.007673431,0.00024785797,0.000012874716,0.001520154,0.0000021209426,0.00009409868,0.000021520005,0.9893043,0.00037949573],"about_ca_topic_score_codex":0.0017938934,"about_ca_topic_score_gemma":0.00066581863,"teacher_disagreement_score":0.51553863,"about_ca_system_score_codex":0.00063234434,"about_ca_system_score_gemma":0.0013072368,"threshold_uncertainty_score":0.99986714},"labels":[],"label_agreement":null},{"id":"W2945772010","doi":"","title":"CRUISING GAME SPACE: Game Level Design, Gay Cruising and the Queer Gothic in The Rawlings","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Queer theory; Space (punctuation); Human sexuality; Game studies; Game design; Sociology; Video game; Aesthetics; Identity (music); Gender studies; Art; Media studies; Computer science; Multimedia","score_opus":0.13950153544359667,"score_gpt":0.3619357945612568,"score_spread":0.22243425911766013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945772010","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.104092546,0.0003732072,0.00014353252,0.0015994591,0.000491779,0.0024222715,0.000012533949,0.000038031576,0.89082664],"genre_scores_gemma":[0.37402955,0.0010602124,0.00008075013,0.000061731334,0.00011870382,0.0000011939267,0.000025382233,0.000027815606,0.6245946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919759,0.004254258,0.00026016845,0.0008687863,0.0016595508,0.0009813072],"domain_scores_gemma":[0.9961933,0.0018170616,0.0003169192,0.0006830207,0.0006835498,0.0003061327],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005481888,0.00036569053,0.0005935435,0.00076630135,0.0017357215,0.001589268,0.0032750515,0.00063881744,0.0000043610644],"category_scores_gemma":[0.00052161433,0.0003103638,0.0002222074,0.0017769116,0.0019170804,0.0015525422,0.00041535724,0.0019673097,0.000036873862],"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":[0.0015089537,0.00007899569,0.0005061409,0.00007474606,0.00009780464,0.000614559,0.06784173,0.000031937987,0.00012039471,0.9257444,0.00049913576,0.0028811682],"study_design_scores_gemma":[0.0028446626,0.00013974452,0.0046227355,0.0007110164,0.00014449711,0.000009930375,0.24310592,0.00011915972,0.0001118421,0.00038629238,0.7472605,0.0005437141],"about_ca_topic_score_codex":0.016902432,"about_ca_topic_score_gemma":0.0082447035,"teacher_disagreement_score":0.9253581,"about_ca_system_score_codex":0.0010821915,"about_ca_system_score_gemma":0.002586502,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W2946192362","doi":"","title":"Can Design Help Mitigate Running-Related Injuries?","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Mental health; Psychological intervention; Recreation; Surprise; Health benefits; Medicine; Applied psychology; Psychology; Gerontology; Physical therapy; Nursing; Psychiatry; Social psychology; Political science","score_opus":0.043445327396839435,"score_gpt":0.24912281936547911,"score_spread":0.2056774919686397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946192362","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039198354,0.00029812852,0.000322509,0.000115126,0.000905138,0.0014244942,0.00043823267,0.00080603606,0.9952983],"genre_scores_gemma":[0.0054501053,0.0008742643,0.0007953535,0.000010990459,0.00008961941,0.0000010254124,0.00018125163,0.00035641363,0.99224097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963255,0.0006685736,0.00022885048,0.0009977942,0.0007331521,0.001046137],"domain_scores_gemma":[0.997759,0.00017904307,0.0001705177,0.0012265741,0.00023298153,0.00043187858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006373156,0.0005909033,0.00073675625,0.0017448732,0.0006829441,0.00032759501,0.0031579852,0.0011988592,0.000084025305],"category_scores_gemma":[0.00002767226,0.00073574047,0.00022927052,0.00150223,0.00051316747,0.00033687355,0.0010415701,0.0015970373,0.00048663825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013474078,0.00006569105,0.00009735221,0.00020336627,0.0005693933,0.0025870067,0.00034449075,0.00023920092,0.0012460935,0.5161064,0.478019,0.00038727288],"study_design_scores_gemma":[0.0011370536,0.0002104356,0.00004323768,0.00053000654,0.00010571686,0.000023205985,0.0012291153,0.0008092689,0.0007552007,0.000088496345,0.9941876,0.0008806426],"about_ca_topic_score_codex":0.0024744223,"about_ca_topic_score_gemma":0.00040211328,"teacher_disagreement_score":0.51616865,"about_ca_system_score_codex":0.001171217,"about_ca_system_score_gemma":0.00063706347,"threshold_uncertainty_score":0.9995094},"labels":[],"label_agreement":null},{"id":"W2946477825","doi":"","title":"Mother of the Forest: Contemplating Species Entanglements in a Sequoia Ecosystem","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Sequoia; Climate change; Ecosystem; Geography; Biodiversity; Ecology; Forest ecology; Environmental resource management; Environmental science; Biology","score_opus":0.10286417328612071,"score_gpt":0.35268991610186046,"score_spread":0.24982574281573974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946477825","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41563746,0.000017106906,0.0000021650596,0.000109595225,0.00031436505,0.0009477224,0.000037941183,0.000011154011,0.5829225],"genre_scores_gemma":[0.57877755,0.000056945293,0.000008204806,0.0000047108033,0.000032901622,3.377285e-7,0.00001904613,0.000014533407,0.42108577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952131,0.0020823965,0.0002553426,0.00055423134,0.0013076551,0.00058731],"domain_scores_gemma":[0.99783814,0.00037244475,0.00046854303,0.00056076667,0.0006151448,0.00014495038],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018619685,0.00022645564,0.00045156258,0.00059284933,0.002074279,0.00023609978,0.0030058462,0.00050228584,0.000009843001],"category_scores_gemma":[0.00010875841,0.00023570021,0.00021058648,0.0011328028,0.000451965,0.0007384256,0.00044249932,0.0011871454,0.000017241931],"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":[0.0003311395,0.00010164502,0.016466318,0.000121594196,0.00010168049,0.00013879185,0.0132612,0.00001591611,0.0010384254,0.9682057,0.00013944767,0.00007817477],"study_design_scores_gemma":[0.0025723018,0.00026357177,0.038349763,0.0023300983,0.00011425978,0.0000025481206,0.3215199,0.00011401366,0.0016093733,0.00054787064,0.6318318,0.0007444816],"about_ca_topic_score_codex":0.03100841,"about_ca_topic_score_gemma":0.14417934,"teacher_disagreement_score":0.9676578,"about_ca_system_score_codex":0.0018879235,"about_ca_system_score_gemma":0.0022448967,"threshold_uncertainty_score":0.9992249},"labels":[],"label_agreement":null},{"id":"W2946505063","doi":"","title":"Data Humanism: Examining how the British newspaper, The Guardian, depicted the British Mad Cow Disease Crisis from 1986–1996","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Guardian; Newspaper; Storytelling; Context (archaeology); Event (particle physics); Digital media; Data visualization; Visualization; Data science; Computer science; World Wide Web; Media studies; Narrative; Sociology; History; Political science; Art; Artificial intelligence; Literature","score_opus":0.19174353538998531,"score_gpt":0.38406513577174045,"score_spread":0.19232160038175514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946505063","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3117706,0.0011617321,0.000031514544,0.0033457782,0.0028833328,0.0036818064,0.0014270259,0.00014802365,0.6755502],"genre_scores_gemma":[0.23106787,0.0016660587,0.000033151835,0.0002502256,0.0006461481,0.000007679846,0.005346093,0.00008700539,0.7608958],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99043334,0.004786193,0.00040349946,0.001602043,0.001541247,0.001233674],"domain_scores_gemma":[0.9921169,0.002167888,0.0006381013,0.003343174,0.0011853199,0.0005485643],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021213638,0.0004559305,0.0006077359,0.0002185246,0.028642727,0.004352935,0.009401466,0.00068532827,0.00003081638],"category_scores_gemma":[0.0004409138,0.0004288666,0.00023031016,0.0012786029,0.00067793654,0.0019420802,0.0020548136,0.0039904276,0.00024107345],"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":[0.002346641,0.00066976645,0.027241746,0.0006555137,0.0017331889,0.002851772,0.015432816,0.00004860742,0.00015276523,0.14423278,0.7902232,0.014411251],"study_design_scores_gemma":[0.0008471794,0.00006719948,0.100645,0.0009738873,0.0004046542,0.0000066895605,0.1667395,0.00008345463,0.0000041607777,0.00007732414,0.7296971,0.0004538376],"about_ca_topic_score_codex":0.20161341,"about_ca_topic_score_gemma":0.14244539,"teacher_disagreement_score":0.15130669,"about_ca_system_score_codex":0.0013408137,"about_ca_system_score_gemma":0.0042037917,"threshold_uncertainty_score":0.9998163},"labels":[],"label_agreement":null},{"id":"W2947058021","doi":"","title":"The Break, The Wake, The Hold, The Breath: A Curatorial Study of Subversive Transmissions in Contemporary African and Diasporic Art","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Agency (philosophy); Hum; Subjectivity; Exhibition; Visual arts; Art; Sovereignty; History; Colonialism; Sociology; Aesthetics; Gender studies; Media studies; Art history; Performance art; Politics; Law; Political science; Archaeology; Social science; Philosophy","score_opus":0.07889988978012592,"score_gpt":0.33665258230336204,"score_spread":0.2577526925232361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947058021","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27113685,0.00051099993,6.635973e-7,0.0009684851,0.0008491446,0.0027333153,0.00005500385,0.0000154698,0.7237301],"genre_scores_gemma":[0.6963622,0.0006974409,6.6946296e-7,0.00001238267,0.00014148104,0.0000017597991,0.000024874447,0.000014601764,0.30274457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99257195,0.004659718,0.00028406252,0.0005603157,0.0013213581,0.0006026081],"domain_scores_gemma":[0.9957255,0.0020560324,0.0003660407,0.0008766874,0.00073780864,0.00023791233],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025480525,0.00028897676,0.0004397753,0.00029080134,0.0073174657,0.00031591314,0.0036218176,0.00035989538,0.0000026199264],"category_scores_gemma":[0.00016083679,0.00017786962,0.00021594625,0.0016393512,0.0019925043,0.0005098941,0.00027474397,0.0016446552,0.00000778522],"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":[0.0013570725,0.00025603842,0.0022357376,0.00002870011,0.00024496551,0.00023148752,0.18036535,0.000005156196,0.000039553488,0.80396056,0.011011622,0.00026373213],"study_design_scores_gemma":[0.00086885405,0.00017725471,0.0076458477,0.000056382265,0.000117629745,0.0000019465112,0.5066967,0.0000044172525,0.000010297952,0.000047671303,0.48421574,0.0001572808],"about_ca_topic_score_codex":0.072391674,"about_ca_topic_score_gemma":0.076678164,"teacher_disagreement_score":0.80391294,"about_ca_system_score_codex":0.00090866035,"about_ca_system_score_gemma":0.003044903,"threshold_uncertainty_score":0.99397486},"labels":[],"label_agreement":null},{"id":"W2947220156","doi":"","title":"Finding Folk: Contemporary Craft Regionalism","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Craft; Regionalism (politics); Embodied cognition; TRIPS architecture; Sociology; Engineering; Visual arts; Political science; Art; Epistemology; Law; Transport engineering","score_opus":0.17470267254364866,"score_gpt":0.3152751962661131,"score_spread":0.14057252372246445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947220156","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04435498,0.00028456407,0.000012971316,0.00030324978,0.0017027281,0.0015569042,0.00014151451,0.00015863185,0.95148444],"genre_scores_gemma":[0.23313923,0.00015149695,0.000026458687,0.000034686393,0.00037686224,0.0000010479547,0.0007018298,0.00006771892,0.76550066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489677,0.0011257521,0.00037633014,0.0013290725,0.0013501474,0.0009219388],"domain_scores_gemma":[0.9961666,0.00046976295,0.00046592514,0.0010911595,0.0013471942,0.00045934154],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009228911,0.00059569586,0.0008478124,0.0017157483,0.0040171193,0.001235201,0.0031997557,0.0006714547,0.00010102154],"category_scores_gemma":[0.0000505586,0.0007219985,0.00047986218,0.0005127369,0.00082139886,0.0022038594,0.00048813917,0.0018137437,0.0005542922],"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":[0.0015460646,0.00019413611,0.00015656241,0.00022171998,0.00034800533,0.0020644707,0.013270252,0.00000413768,0.00023409261,0.91243917,0.069276355,0.00024502038],"study_design_scores_gemma":[0.0016412189,0.00030854548,0.00026107297,0.0005174834,0.00012941405,0.00001064266,0.08245107,0.00004326544,0.00017956132,0.00023669608,0.9134349,0.00078609295],"about_ca_topic_score_codex":0.010206687,"about_ca_topic_score_gemma":0.0042529027,"teacher_disagreement_score":0.9122025,"about_ca_system_score_codex":0.001157629,"about_ca_system_score_gemma":0.0025164902,"threshold_uncertainty_score":0.99980164},"labels":[],"label_agreement":null},{"id":"W2947388280","doi":"","title":"Multisensory Mold: An Interdisciplinary Investigation of Ubiquitous Indoor Fungi","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Plant and Biological Electrophysiology 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":"Research Canada","funders":"","keywords":"Exhibition; Communication; Visual arts; Aesthetics; Biology; Sociology; Art","score_opus":0.06507076447478907,"score_gpt":0.3039803559478835,"score_spread":0.2389095914730944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947388280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7960483,0.00010450339,2.7577852e-7,0.000087290944,0.00020716932,0.0007094339,0.00012434933,0.000042652944,0.20267606],"genre_scores_gemma":[0.8479776,0.0003533598,0.000031659805,0.000012480214,0.00010730451,7.3540474e-7,0.0013748028,0.000003122311,0.15013893],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996513,0.001218459,0.0002577546,0.00092093804,0.0004934086,0.0005964052],"domain_scores_gemma":[0.99811494,0.00039640354,0.00036080347,0.00022536155,0.00064632436,0.00025616604],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043619334,0.00034847684,0.0006509882,0.00021376836,0.0014534699,0.00008081289,0.0020579852,0.00077849184,0.0000074809727],"category_scores_gemma":[0.000027705291,0.00020199343,0.00021933341,0.0009899861,0.0005228953,0.0006210108,0.00080637494,0.0009871882,0.000038550166],"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":[0.0036084861,0.00023605663,0.0043895426,0.00009158523,0.00023338344,0.0003998974,0.0007145365,0.0000045582665,0.86225164,0.12173299,0.00051784137,0.0058195065],"study_design_scores_gemma":[0.003080019,0.013210489,0.7138648,0.0011666252,0.0005273644,0.0000508052,0.08539805,0.00030248528,0.10538106,0.0007864777,0.07338981,0.0028420042],"about_ca_topic_score_codex":0.002017104,"about_ca_topic_score_gemma":0.0032182224,"teacher_disagreement_score":0.75687057,"about_ca_system_score_codex":0.00031826572,"about_ca_system_score_gemma":0.0001938556,"threshold_uncertainty_score":0.9998465},"labels":[],"label_agreement":null},{"id":"W2947442588","doi":"","title":"I Am So Afraid Of Words: An Investigative Exploration into the Physicality of the Photograph","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Photography; Typography; Visual arts; Object (grammar); Art; Intersection (aeronautics); Aesthetics; Art history; Computer science; Cartography; Artificial intelligence; Geography","score_opus":0.10805542820426554,"score_gpt":0.31898131416071096,"score_spread":0.2109258859564454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947442588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6233893,0.000043167165,0.0000021585697,0.000085268504,0.00027478195,0.0010976685,0.00008272496,0.000019863975,0.3750051],"genre_scores_gemma":[0.86457944,0.00009163775,0.000011888557,0.000016387268,0.00009411782,0.0000016053743,0.00019775148,0.000020863905,0.13498633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9955953,0.0022192926,0.0002736727,0.00059324974,0.0009678865,0.00035064432],"domain_scores_gemma":[0.9966125,0.00021210434,0.00060595706,0.00097284414,0.0014419347,0.00015467666],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0008115441,0.00031817396,0.00050468394,0.00047530804,0.0028052437,0.0002976682,0.0029800378,0.00029789822,0.000010317317],"category_scores_gemma":[0.0000491878,0.0002417556,0.00043472124,0.0010440524,0.0033498069,0.0017472598,0.0003571273,0.001207437,0.0000062310714],"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":[0.00089718745,0.0002917947,0.00026556395,0.000207703,0.0002822818,0.000010565426,0.1352761,0.000009778171,0.008226601,0.85397327,0.00036719016,0.00019194186],"study_design_scores_gemma":[0.0012635182,0.0008324429,0.0039141765,0.0008799837,0.00042801077,7.7753515e-7,0.6440618,0.00006864035,0.045159593,0.0019359856,0.3008183,0.00063676084],"about_ca_topic_score_codex":0.017537864,"about_ca_topic_score_gemma":0.017369652,"teacher_disagreement_score":0.8520373,"about_ca_system_score_codex":0.00018978884,"about_ca_system_score_gemma":0.00085816806,"threshold_uncertainty_score":0.9993625},"labels":[],"label_agreement":null},{"id":"W2947677819","doi":"","title":"Personal Futures: A Pathway for a New Generation of Investors","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"Science Foundation Ireland","keywords":"Futures studies; Futures contract; Business; Scenario planning; Strategic planning; Marketing; Economics; Public relations; Finance; Political science; Computer science","score_opus":0.12164013109370407,"score_gpt":0.3571676407400856,"score_spread":0.23552750964638153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947677819","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004225407,0.00010977975,0.0005351476,0.00052512664,0.0008241395,0.0040167104,0.00010600972,0.00010768335,0.98955],"genre_scores_gemma":[0.01736942,0.00005874784,0.00043084013,0.000016783019,0.0012150694,0.0000015846946,0.00010606374,0.000125013,0.9806765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945458,0.0021348868,0.0002850729,0.0009340828,0.0013462625,0.0007538956],"domain_scores_gemma":[0.9966382,0.00024656643,0.00054802175,0.00071774935,0.0014787846,0.0003707114],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022730967,0.00033409198,0.00062053686,0.0017568177,0.0022282833,0.000246346,0.0023441825,0.0008252899,0.000025290403],"category_scores_gemma":[0.0003008197,0.00041784177,0.00027665516,0.0017762271,0.0011090323,0.0007469086,0.00043977928,0.00067798333,0.000024111792],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017945017,0.00009932555,0.000649436,0.00023676237,0.0001662328,0.000052038005,0.009100631,0.0000066204684,0.00021798119,0.8195834,0.16943148,0.0002766166],"study_design_scores_gemma":[0.0013246138,0.0002448731,0.00009817275,0.00018578424,0.000055253513,0.0000015143646,0.0373836,0.00006987458,0.0000696387,0.000101817786,0.960065,0.00039982525],"about_ca_topic_score_codex":0.11738239,"about_ca_topic_score_gemma":0.038184755,"teacher_disagreement_score":0.8194816,"about_ca_system_score_codex":0.0027772826,"about_ca_system_score_gemma":0.008955512,"threshold_uncertainty_score":0.9998273},"labels":[],"label_agreement":null},{"id":"W2947838342","doi":"","title":"Design of Activation Modules for People Aging in Place and at Long Term Care","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recreation; Dementia; Cognition; Term (time); Population; Control (management); Population ageing; Long-term care; Day care; Computer science; Elderly people; Gerontology; Older people; Human–computer interaction; Applied psychology; Psychology; Medicine; Nursing; Artificial intelligence","score_opus":0.04350702394258371,"score_gpt":0.31192519054380424,"score_spread":0.26841816660122053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947838342","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042621356,0.00017406172,0.0012804066,0.00035154793,0.000115603754,0.0036065544,0.00005194449,0.00012648081,0.951672],"genre_scores_gemma":[0.101559296,0.0004835073,0.000801567,0.0000030837132,0.000039190112,0.0000013639814,0.00002928146,0.00007772875,0.89700496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715316,0.0009499778,0.00012778274,0.0007091219,0.0005147952,0.0005451454],"domain_scores_gemma":[0.9984266,0.00039941398,0.00024532055,0.00047968753,0.0003037425,0.00014519814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006440738,0.00021514275,0.00045269215,0.001507701,0.00093421293,0.00007730545,0.0015487788,0.00069926435,0.0000036932508],"category_scores_gemma":[0.00008024881,0.0002861532,0.00006805792,0.00093470374,0.00078224,0.0005443401,0.0007769364,0.0004816325,0.000008108064],"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":[0.0011742128,0.00017122319,0.06534398,0.0009003151,0.0002540478,0.00027311282,0.024594478,0.00011927296,0.0011967868,0.8895097,0.01480353,0.001659351],"study_design_scores_gemma":[0.007593575,0.00046884618,0.024568511,0.0028810191,0.00016909576,0.000006342598,0.09304879,0.00017947298,0.002482129,0.000047414953,0.86730605,0.001248778],"about_ca_topic_score_codex":0.017570378,"about_ca_topic_score_gemma":0.034956798,"teacher_disagreement_score":0.8894623,"about_ca_system_score_codex":0.0018266294,"about_ca_system_score_gemma":0.00083343143,"threshold_uncertainty_score":0.99995905},"labels":[],"label_agreement":null},{"id":"W2947875740","doi":"","title":"The Amaya AR Project: An Augmented Reality Documentary of the 2018 Nicaraguan Resistance.","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Kierkegaardian Philosophy and Influence","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":"Impromptu; Media studies; Augmented reality; Diaspora; Solidarity; Embodied cognition; Social media; Commons; Politics; Sociology; Aesthetics; Political science; Gender studies; Art; Computer science; Law","score_opus":0.08413660070322179,"score_gpt":0.31137091219007107,"score_spread":0.22723431148684928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947875740","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08378885,0.00015108241,4.5197515e-7,0.00065850787,0.000983779,0.0018528295,0.0002648409,0.000040160026,0.9122595],"genre_scores_gemma":[0.24727514,0.00029717316,0.000008932957,0.000027555516,0.00018156429,0.0000015163264,0.00019845103,0.000030691994,0.751979],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948536,0.0020178608,0.0003799633,0.000859034,0.0012297765,0.0006597476],"domain_scores_gemma":[0.99593794,0.0002673826,0.0005913252,0.0018667171,0.0011446864,0.00019193893],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011375883,0.00038600023,0.0005113573,0.00034148575,0.0056570815,0.0006317379,0.004964419,0.00032141275,0.000013673081],"category_scores_gemma":[0.00004765101,0.00031405312,0.00035892,0.0006021195,0.0019405062,0.0018536013,0.000604901,0.001420673,0.00003098477],"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":[0.002246197,0.0001625741,0.00018494492,0.00017535471,0.00032754857,0.000095207666,0.007944562,0.0000031921174,0.00024871854,0.9750554,0.013391577,0.00016475792],"study_design_scores_gemma":[0.00089043815,0.00027628304,0.0017066274,0.00045701215,0.00018527044,0.0000020088187,0.05733067,0.00000948448,0.00062986405,0.00068321254,0.93741906,0.0004100539],"about_ca_topic_score_codex":0.011455766,"about_ca_topic_score_gemma":0.020619232,"teacher_disagreement_score":0.97437215,"about_ca_system_score_codex":0.0008968956,"about_ca_system_score_gemma":0.0017640707,"threshold_uncertainty_score":0.99993116},"labels":[],"label_agreement":null},{"id":"W2949290899","doi":"","title":"Culture Creates Bonds","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Sociology; Natural (archaeology); Public relations; Neighbourhood (mathematics); Identity (music); Cultural identity; Political science; Social science; Aesthetics; Geography","score_opus":0.07376277289332954,"score_gpt":0.36015631195338604,"score_spread":0.2863935390600565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949290899","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030787324,0.00038868783,0.000012130665,0.00067425246,0.00038426393,0.0010207541,0.000059230086,0.0003056127,0.9968472],"genre_scores_gemma":[0.0012564672,0.0022536856,0.00022037975,0.000022014436,0.00069549505,5.9825925e-7,0.000039344723,0.0001127727,0.99539924],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948336,0.001666713,0.00014381552,0.0009852112,0.0012930165,0.001077685],"domain_scores_gemma":[0.99778515,0.00016064604,0.00023940652,0.0006955482,0.000575328,0.00054394116],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0010551235,0.00039996454,0.0005790045,0.0010341541,0.0045598466,0.00046773872,0.0035505106,0.0008960179,0.00014364628],"category_scores_gemma":[0.00008680048,0.00045715662,0.00019195673,0.0017281221,0.003001058,0.0007613929,0.0012204034,0.0008140014,0.000826063],"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":[0.000108695494,0.00006677674,0.0015172802,0.000019086836,0.0002112021,0.00047453752,0.0014310889,9.7846105e-8,0.000026561711,0.49359024,0.50250214,0.000052291547],"study_design_scores_gemma":[0.00079510926,0.00020768977,0.00015306493,0.00025551388,0.00013082575,0.0000022053036,0.01923158,0.0000016120796,0.000031737247,0.0000491301,0.97862357,0.00051797275],"about_ca_topic_score_codex":0.028405126,"about_ca_topic_score_gemma":0.016425783,"teacher_disagreement_score":0.4935411,"about_ca_system_score_codex":0.0013835885,"about_ca_system_score_gemma":0.0012045925,"threshold_uncertainty_score":0.9999519},"labels":[],"label_agreement":null},{"id":"W2949637071","doi":"","title":"Into another \"semiotic landscape\": Evaluating models of multimodal literacy curricula for canadian art and design university students","year":2009,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Literacy, Media, and Education","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 College of Art and Design","funders":"","keywords":"Curriculum; Multimodality; Semiotics; Context (archaeology); Literacy; Pedagogy; Sociology; Meaning (existential); The arts; Mathematics education; Visual arts; Liberal arts education; Composition (language); Higher education; Linguistics; Psychology; Art; Geography; Political science; Literature","score_opus":0.10474943972869624,"score_gpt":0.34338419748058285,"score_spread":0.2386347577518866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949637071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7376442,0.00010517758,0.0012671708,0.000575529,0.00029640715,0.0016768236,0.000060764713,0.000044064072,0.25832987],"genre_scores_gemma":[0.89308286,0.0000738883,0.0019027002,0.000045647463,0.0001279933,3.1967485e-7,0.000041349573,0.000014182202,0.10471106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997618,0.0006785411,0.00016914996,0.0005168087,0.0004976718,0.00051983754],"domain_scores_gemma":[0.9978434,0.00030145192,0.00013947436,0.0003225828,0.0009990386,0.000394071],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009855529,0.00020144763,0.00030149083,0.0008515196,0.0020346998,0.00036887045,0.0010219675,0.00012972146,0.000010858685],"category_scores_gemma":[0.000049529408,0.00023373567,0.00009805355,0.00032643712,0.0004039797,0.0021638612,0.00016228533,0.00030483704,0.000008869014],"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":[0.0011198936,0.0004439798,0.0034783962,0.000097532895,0.00016967498,0.00019655538,0.1732183,0.0003372838,0.00022748378,0.8107699,0.005118202,0.0048227687],"study_design_scores_gemma":[0.013893204,0.0037312028,0.009413543,0.0012393099,0.0005953316,0.000027254995,0.3920178,0.048438203,0.0006365537,0.0038678164,0.52414346,0.0019963263],"about_ca_topic_score_codex":0.036099482,"about_ca_topic_score_gemma":0.008806231,"teacher_disagreement_score":0.8069021,"about_ca_system_score_codex":0.000670224,"about_ca_system_score_gemma":0.0008942331,"threshold_uncertainty_score":0.99926454},"labels":[],"label_agreement":null},{"id":"W2949891738","doi":"","title":"Review: of Emergence: Contemporary Photography in Canada","year":2010,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":"Photography; Interpretation (philosophy); Statement (logic); Section (typography); Relation (database); Visual arts; Art; Sociology; Law; Political science; Philosophy; Computer science","score_opus":0.08055490633964384,"score_gpt":0.2907413808220005,"score_spread":0.21018647448235667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949891738","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2614237,0.0006445778,6.7846145e-7,0.0001489319,0.00033423887,0.0005960325,0.00008388761,0.000016271499,0.7367517],"genre_scores_gemma":[0.96221155,0.0017103225,0.000018770446,0.00012002527,0.00006371276,6.882664e-7,0.000027906712,0.000011772383,0.03583524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781305,0.0005023254,0.0002447883,0.00044479754,0.0005636063,0.00043144324],"domain_scores_gemma":[0.9982831,0.000099248675,0.00016833314,0.000494795,0.0006909954,0.00026351959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006552744,0.00019197608,0.00038636604,0.0005745868,0.00086552626,0.00007075002,0.0016840436,0.000102297636,0.00007037839],"category_scores_gemma":[0.000031280466,0.00020660867,0.00016802836,0.0009510152,0.00079715444,0.00090113195,0.0003200883,0.0010369959,0.0000053877593],"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":[0.00022976042,0.00014964271,0.008380161,0.00047692674,0.000076895594,0.0004527807,0.0016184135,4.234357e-7,0.003341106,0.9583965,0.026806328,0.00007107638],"study_design_scores_gemma":[0.0007277565,0.00012418891,0.0017275974,0.0008818555,0.000023356944,0.0000040652203,0.016518202,0.000010084043,0.0018002772,0.000038772585,0.9778705,0.00027333383],"about_ca_topic_score_codex":0.89743453,"about_ca_topic_score_gemma":0.90402484,"teacher_disagreement_score":0.9583577,"about_ca_system_score_codex":0.00020360507,"about_ca_system_score_gemma":0.0023762637,"threshold_uncertainty_score":0.8425257},"labels":[],"label_agreement":null},{"id":"W2951466538","doi":"","title":"Integrating systems design and behavioral science to address a public sector challenge from within","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Government (linguistics); Private sector; Public sector; Public relations; Business; Political science; Economic growth; Economics","score_opus":0.44077879741242676,"score_gpt":0.4353984005658562,"score_spread":0.005380396846570545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951466538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008773379,0.0002884561,0.008619165,0.00011452193,0.0013281904,0.002451832,0.000116896015,0.00016128524,0.97814626],"genre_scores_gemma":[0.13409969,0.00001561449,0.004082823,0.000010289601,0.00033697576,0.000002107213,0.00000481134,0.00012855559,0.8613191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98742115,0.0034230424,0.0006136881,0.0027296206,0.0047570923,0.0010553735],"domain_scores_gemma":[0.99164367,0.0014133309,0.00078032,0.0023129967,0.0024415257,0.0014081722],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.008162703,0.000547104,0.0010781009,0.005610021,0.0030941118,0.0048177294,0.009246631,0.00056633935,0.00007770195],"category_scores_gemma":[0.0009275826,0.0005214817,0.00016337767,0.005476863,0.002010677,0.001747966,0.005175322,0.0009399006,0.0004718075],"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":[0.0003058796,0.00013509166,0.00060887774,0.000017533346,0.000076869146,0.0011162332,0.0013440929,0.00002003089,0.0006212803,0.91125983,0.08371298,0.00078128267],"study_design_scores_gemma":[0.0010194022,0.00065602426,0.00026562187,0.000898228,0.0000446834,0.000034954406,0.020248488,0.0021487635,0.000050730392,0.00027021943,0.9736005,0.00076240505],"about_ca_topic_score_codex":0.023643851,"about_ca_topic_score_gemma":0.005103934,"teacher_disagreement_score":0.91098964,"about_ca_system_score_codex":0.0013072632,"about_ca_system_score_gemma":0.0023001048,"threshold_uncertainty_score":0.9997237},"labels":[],"label_agreement":null},{"id":"W2951830822","doi":"","title":"Network mapping of housing systems: The case of medium-density dwelling design in Australia","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relocation; Stock (firearms); Business; Renting; Census; Subdivision; Quarter (Canadian coin); Geography; Economic growth; Population; Economics; Engineering; Civil engineering","score_opus":0.12060719295740373,"score_gpt":0.2683006625545562,"score_spread":0.14769346959715246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951830822","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03777743,0.00066543475,0.0068542967,0.00005756399,0.00062126096,0.0013347567,0.00007614074,0.000042759613,0.9525704],"genre_scores_gemma":[0.4847095,0.00047625208,0.00082047516,0.000007970261,0.00020708841,5.5059667e-7,0.00000880897,0.00011392027,0.5136554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664253,0.0010373667,0.0005915079,0.00080918835,0.00018870349,0.0007306861],"domain_scores_gemma":[0.9971235,0.00032811044,0.0011929786,0.0009855254,0.00019890157,0.00017098215],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030743026,0.00033768057,0.0011534744,0.0015359687,0.00060009543,0.00011506679,0.0018397529,0.0006237393,0.000011560782],"category_scores_gemma":[0.000027364971,0.00040016664,0.00019438402,0.0017332889,0.0007823216,0.0003292998,0.0005670864,0.0009409982,0.000041834493],"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":[0.00017847081,0.000092958704,0.003521944,0.00033486416,0.00020150265,0.0035741401,0.0009105872,0.002348182,0.000030315001,0.976971,0.01179308,0.00004296667],"study_design_scores_gemma":[0.0020691296,0.00021875808,0.0013208559,0.0020301552,0.000080753016,0.00014556223,0.0029681276,0.0022951025,0.000109920584,0.00029824598,0.9876101,0.00085328403],"about_ca_topic_score_codex":0.095409416,"about_ca_topic_score_gemma":0.0035870282,"teacher_disagreement_score":0.97667277,"about_ca_system_score_codex":0.00068818365,"about_ca_system_score_gemma":0.0003003307,"threshold_uncertainty_score":0.999845},"labels":[],"label_agreement":null},{"id":"W2952011570","doi":"","title":"Do curators need university curatorial programs?","year":2008,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Artistic and Creative Research","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":"Exhibition; Craft; Aside; Studio; Power (physics); Publishing; Visual arts; Diversification (marketing strategy); Painting; Sociology; Contemporary art; Public relations; Media studies; Art; Political science; Art history; Law; Performance art; Literature; Business; Marketing","score_opus":0.16384719898325562,"score_gpt":0.3025484427832587,"score_spread":0.1387012438000031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952011570","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16623397,0.00003632998,0.000103227845,0.00028882714,0.00024753218,0.0009210679,0.00006494392,0.00015942124,0.8319447],"genre_scores_gemma":[0.5986706,0.0001648256,0.00008559521,0.000008520773,0.00033425825,3.31518e-7,0.000031315827,0.00002466239,0.4006799],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946609,0.0016466972,0.00022538056,0.0009859365,0.0013070827,0.0011740178],"domain_scores_gemma":[0.99638295,0.00030288458,0.00016815854,0.0007915146,0.0015522114,0.0008022508],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00079461787,0.00037640022,0.0005032134,0.0009161781,0.007864515,0.000499406,0.0026842284,0.000247751,0.000087290275],"category_scores_gemma":[0.000072333736,0.0004280994,0.0002574155,0.0010834668,0.003961602,0.0024981194,0.0011932169,0.0011648153,0.0003497156],"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":[0.0013659003,0.00041246324,0.005809664,0.000029166153,0.00020736302,0.004397049,0.0051394096,0.0000034906875,0.00016306729,0.97459215,0.0072969496,0.0005832992],"study_design_scores_gemma":[0.0022724213,0.0005707266,0.0008071153,0.000065394444,0.00006208271,0.00003498713,0.074434705,0.000064279964,0.00018346205,0.000118587675,0.9208791,0.0005070957],"about_ca_topic_score_codex":0.0073361867,"about_ca_topic_score_gemma":0.00090573804,"teacher_disagreement_score":0.9744736,"about_ca_system_score_codex":0.0013295995,"about_ca_system_score_gemma":0.0014958099,"threshold_uncertainty_score":0.9998171},"labels":[],"label_agreement":null},{"id":"W2952071561","doi":"","title":"Data elicited through apps for health systems improvement","year":2018,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Thematic analysis; Service provider; Internet privacy; Psychology; Qualitative property; Service delivery framework; Mental health; Health care; Qualitative research; Medical education; Service (business); Medicine; Applied psychology; Computer science; Business; Psychiatry","score_opus":0.28624938142423,"score_gpt":0.4866608822598588,"score_spread":0.2004115008356288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952071561","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028833807,0.00015461822,0.0036712866,0.00254929,0.0020407746,0.0041544233,0.0014275815,0.00015964796,0.9570086],"genre_scores_gemma":[0.48617387,0.00003139524,0.00076016004,0.00019785004,0.0002699921,0.000006152858,0.00038483524,0.00004812829,0.51212764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536806,0.0010375204,0.00042069866,0.0013079148,0.0006335488,0.0012322677],"domain_scores_gemma":[0.9960191,0.0002589425,0.00032503504,0.0020719727,0.0007570999,0.00056782365],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017470383,0.00026835361,0.00044322695,0.0005315862,0.0026401475,0.00033786107,0.004343154,0.0002259479,0.000009914512],"category_scores_gemma":[0.00004729218,0.00032740925,0.00013603557,0.0012892399,0.00082905695,0.0018887814,0.002033694,0.00052285875,0.00031295052],"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":[0.0013285563,0.0007319613,0.00016683033,0.00015305723,0.00026135484,0.00015436446,0.0006068001,0.0000014647898,0.00012214536,0.93982565,0.05387367,0.0027741573],"study_design_scores_gemma":[0.002873679,0.0036593105,0.0004918411,0.00029435643,0.000041557443,0.000028745062,0.009681612,0.00024828053,0.00022386052,0.00019918839,0.9819332,0.0003243727],"about_ca_topic_score_codex":0.015343719,"about_ca_topic_score_gemma":0.0013137861,"teacher_disagreement_score":0.93962646,"about_ca_system_score_codex":0.0018608309,"about_ca_system_score_gemma":0.00078541023,"threshold_uncertainty_score":0.9999178},"labels":[],"label_agreement":null},{"id":"W2952353253","doi":"","title":"REVIEW: Helen Hoy. How Should I Read These?: Native Women Writers in Canada","year":2004,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","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":"History","score_opus":0.10318017743521028,"score_gpt":0.2780308474209838,"score_spread":0.17485066998577348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952353253","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28901768,0.00029583936,0.0000028518273,0.00409217,0.00021517651,0.00090135843,0.000077357145,0.000028968752,0.7053686],"genre_scores_gemma":[0.73224276,0.0020122533,0.000014040808,0.00030123728,0.00008616003,0.0000018896383,0.000017408318,0.000021948277,0.26530233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646336,0.00093023083,0.00020235851,0.0006749121,0.00083351793,0.0008956098],"domain_scores_gemma":[0.9980138,0.00015350104,0.00015276192,0.000534318,0.0007248931,0.0004207271],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00097356894,0.0002820325,0.0004930124,0.0005791787,0.0014741246,0.00039381452,0.0018062916,0.00010324604,0.00004890947],"category_scores_gemma":[0.000074504955,0.0003105483,0.00010618589,0.0007189461,0.00070948014,0.0016073699,0.00062416814,0.00093600823,0.000025747177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020842909,0.00014385408,0.0012212999,0.00015890313,0.00012312872,0.0019027847,0.0057470016,0.00001915198,0.00010804707,0.9839556,0.0060534715,0.00035831844],"study_design_scores_gemma":[0.0014573777,0.00021576273,0.0014596971,0.00069639,0.000026768272,0.0000064212254,0.035320554,0.000013006159,0.00017407996,0.00027475497,0.9599462,0.00040896345],"about_ca_topic_score_codex":0.8217386,"about_ca_topic_score_gemma":0.95343983,"teacher_disagreement_score":0.98368084,"about_ca_system_score_codex":0.0083803125,"about_ca_system_score_gemma":0.0039616763,"threshold_uncertainty_score":0.9999347},"labels":[],"label_agreement":null},{"id":"W2952448632","doi":"","title":"The power of light: aluCine 7th Toronto Latin@ Media Festival's Uncontrolled Reflections","year":2006,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Media studies; Latin Americans; Art; History; Visual arts; Political science; Sociology; Law; Physics","score_opus":0.05527798386034322,"score_gpt":0.28717657932523033,"score_spread":0.23189859546488711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952448632","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13724162,0.00008409644,0.000010230538,0.00080954557,0.0003877878,0.0005082514,0.000038183647,0.000040134586,0.86088014],"genre_scores_gemma":[0.6055777,0.00006472706,0.000017061668,0.000006627186,0.00014296208,4.184309e-7,0.000008047761,0.000011192513,0.39417124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972493,0.0008632234,0.00025639986,0.0004263723,0.00068385154,0.0005208592],"domain_scores_gemma":[0.9974481,0.00042151462,0.00019975111,0.0005530237,0.0011907701,0.00018687303],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000868727,0.00020230479,0.00033944863,0.000246479,0.0046207374,0.00040323474,0.0013031081,0.00011728288,0.000055422195],"category_scores_gemma":[0.0000686498,0.00017776997,0.00017719163,0.0003563495,0.0010309564,0.0010623179,0.00043248758,0.0004296351,0.000027988237],"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":[0.00049981434,0.00020463795,0.001132747,0.000008696557,0.00014155426,0.00014686264,0.002523488,0.000010300809,0.0021082815,0.9865447,0.0065957857,0.000083109466],"study_design_scores_gemma":[0.0017421731,0.00032425573,0.0064658625,0.00004501261,0.00007050643,0.00000299195,0.019021245,0.000031666095,0.00096535624,0.0007691552,0.97032493,0.00023682283],"about_ca_topic_score_codex":0.048363313,"about_ca_topic_score_gemma":0.3424249,"teacher_disagreement_score":0.9857756,"about_ca_system_score_codex":0.00068329845,"about_ca_system_score_gemma":0.00047488982,"threshold_uncertainty_score":0.99667513},"labels":[],"label_agreement":null},{"id":"W2953520723","doi":"","title":"Present Tense 31: Seth [exhibition review]","year":2006,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Museums and Cultural Heritage","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":"Exhibition; Visual arts; Ticket; Art; Art history; Computer science; Computer security","score_opus":0.08415898935792765,"score_gpt":0.27339066373250215,"score_spread":0.1892316743745745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953520723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04411765,0.00049484783,0.000008830522,0.0015954368,0.00020753419,0.0009914967,0.00006405981,0.0001121512,0.952408],"genre_scores_gemma":[0.17537193,0.0008031007,0.000060394406,0.00009946288,0.00041901544,9.54012e-7,0.00009642359,0.000020570698,0.82312816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971204,0.0006505696,0.00021993986,0.0006385826,0.0007223894,0.000648154],"domain_scores_gemma":[0.99813235,0.00009026313,0.00014330982,0.0005777815,0.00079663016,0.0002596934],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00059993163,0.0002546662,0.0003578454,0.00030533623,0.0029225214,0.0004804308,0.0012820116,0.000130242,0.00008612236],"category_scores_gemma":[0.000015132655,0.00025653755,0.00020712281,0.0004044209,0.00079608726,0.001673746,0.00052115746,0.0006053286,0.00021056419],"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":[0.00016058107,0.00018394014,0.00010900496,0.00016829451,0.00004688914,0.00087061175,0.0006905293,0.000005433148,0.00053718884,0.893929,0.103058875,0.00023962924],"study_design_scores_gemma":[0.0007974471,0.00018620468,0.000489533,0.00047389895,0.00006767447,0.000016559654,0.005199481,0.00003609348,0.00023114076,0.00018008584,0.9919729,0.00034896014],"about_ca_topic_score_codex":0.016099585,"about_ca_topic_score_gemma":0.0035416486,"teacher_disagreement_score":0.89374894,"about_ca_system_score_codex":0.00062830414,"about_ca_system_score_gemma":0.00027465835,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null},{"id":"W2953755771","doi":"","title":"Derrida and Luhmann in a theatre of posthumanism, review of What is Posthumanism? by Cary Wolfe (2010)","year":2010,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":"McMaster University","keywords":"Posthumanism; Aesthetics; Philosophy","score_opus":0.038399053793031525,"score_gpt":0.27282059291803773,"score_spread":0.2344215391250062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953755771","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48895133,0.0012472683,6.8034524e-7,0.0006160839,0.0001788809,0.00063278736,0.000085370375,0.0000125362085,0.5082751],"genre_scores_gemma":[0.8267798,0.012140784,0.00002822802,0.00014416658,0.00005393351,6.3631535e-7,0.000027069986,0.000025494079,0.16079989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768835,0.00057352736,0.00029152428,0.000493395,0.00054683606,0.0004063588],"domain_scores_gemma":[0.9981784,0.00014426315,0.00022140321,0.00055808696,0.00069207454,0.00020576677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009741156,0.00021504781,0.0005056572,0.00051348796,0.00085754716,0.0002428226,0.0011780657,0.00014877653,0.00013735413],"category_scores_gemma":[0.000018266004,0.0002319172,0.00012965009,0.00028480147,0.0014758955,0.0018261317,0.0006158724,0.0007438562,0.000009374248],"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":[0.00020078718,0.0002724168,0.0019416505,0.0007290271,0.0001005877,0.0001949316,0.0046508904,1.3833785e-7,0.0067230435,0.980239,0.004175967,0.00077156397],"study_design_scores_gemma":[0.0017243524,0.0006928669,0.002992602,0.0026037942,0.00011264338,0.00001643853,0.019769328,0.000021661244,0.0050884807,0.00039265887,0.9661055,0.00047964993],"about_ca_topic_score_codex":0.012105912,"about_ca_topic_score_gemma":0.013649255,"teacher_disagreement_score":0.97984636,"about_ca_system_score_codex":0.00015925475,"about_ca_system_score_gemma":0.00034224818,"threshold_uncertainty_score":0.99447256},"labels":[],"label_agreement":null},{"id":"W2955060717","doi":"","title":"Made-in-Canada system ecology: Explorations of the garment industry","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecology; Geography; Environmental resource management; Environmental science; Biology","score_opus":0.04319913613807584,"score_gpt":0.2657475265560767,"score_spread":0.22254839041800084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955060717","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030628176,0.000021829772,0.000004600683,0.0007662453,0.000520489,0.0013419027,0.0000649874,0.000048796108,0.966603],"genre_scores_gemma":[0.44471347,0.00002099085,0.0000045396255,0.00003035822,0.0001808798,6.450536e-7,0.000008129568,0.000050515355,0.5549905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997275,0.00047587664,0.0002302887,0.0005570355,0.00078182406,0.00067998754],"domain_scores_gemma":[0.99826914,0.000091911745,0.00041224397,0.0007316184,0.00041129094,0.000083817475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056641636,0.00028923358,0.0004903496,0.0007713085,0.00084416807,0.00015944443,0.0025311958,0.0005644538,0.000028735463],"category_scores_gemma":[0.000061008977,0.000263931,0.00015687772,0.0014371892,0.0005514865,0.00081669074,0.0012441484,0.0009696547,0.00003580839],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010934084,0.000120872304,0.04871806,0.0003658592,0.00013425604,0.00049481384,0.00008720344,0.000012163949,0.000019761157,0.910178,0.03970096,0.00005871705],"study_design_scores_gemma":[0.0013483701,0.000024621224,0.021534288,0.00068573386,0.00013315708,0.0000024423282,0.052548677,0.000015616748,0.000022110184,0.00008065022,0.92320293,0.00040141962],"about_ca_topic_score_codex":0.8000613,"about_ca_topic_score_gemma":0.6550484,"teacher_disagreement_score":0.91009736,"about_ca_system_score_codex":0.005438882,"about_ca_system_score_gemma":0.0036965609,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W2956089036","doi":"","title":"Blue Republic. Monochromes. Pekao Gallery. Toronto","year":2001,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","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":"Ephemeral key; Exhibition; Art history; Visual arts; Politics; Art; History; Law; Political science","score_opus":0.12127900253219882,"score_gpt":0.3016733485016878,"score_spread":0.180394345969489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956089036","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06934031,0.000108136344,0.0000818889,0.0007127078,0.00041274307,0.0006265582,0.000049268467,0.00018207374,0.9284863],"genre_scores_gemma":[0.3225911,0.00037390168,0.00005742887,0.00008342074,0.0003822484,5.522223e-7,0.000027022475,0.000029918763,0.6764544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961726,0.00071031303,0.0002515887,0.0008841569,0.0008222477,0.0011591145],"domain_scores_gemma":[0.9970133,0.00016257887,0.00015403188,0.0010196413,0.0009572302,0.0006932619],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00071263395,0.00033965762,0.0004379722,0.0004690975,0.0040998817,0.0008311015,0.0023510533,0.00022680622,0.00022354258],"category_scores_gemma":[0.000043966793,0.00040126828,0.00023977396,0.000060755116,0.0014545745,0.0034191275,0.0010122444,0.0006677689,0.00020228248],"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":[0.0003445684,0.00026560586,0.00050811254,0.000023810908,0.00017994351,0.001580455,0.022220792,0.000011704458,0.00009859587,0.9541479,0.02008442,0.00053410267],"study_design_scores_gemma":[0.0013196736,0.0002973299,0.0007903219,0.000052784744,0.000060109203,0.00003711729,0.036020666,0.00016440456,0.00013318792,0.00022096961,0.9604318,0.0004715895],"about_ca_topic_score_codex":0.06295174,"about_ca_topic_score_gemma":0.08869321,"teacher_disagreement_score":0.9539269,"about_ca_system_score_codex":0.0019137893,"about_ca_system_score_gemma":0.0007868733,"threshold_uncertainty_score":0.9998439},"labels":[],"label_agreement":null},{"id":"W2956124049","doi":"","title":"The art of travel: forever engaged in the \"there\" beyond the \"here\"","year":2001,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pavilion; Art history; Interactive kiosk; Sculpture; Art; Paradise; Exhibition; Miller; History; George (robot); Frontier; Visual arts; Archaeology","score_opus":0.07072525300466949,"score_gpt":0.2659601504217922,"score_spread":0.19523489741712274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956124049","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1561706,0.00014629339,0.0000071092304,0.003016056,0.00013792864,0.00058478303,0.000023134833,0.000018932595,0.8398951],"genre_scores_gemma":[0.5920039,0.00012466434,0.000008112414,0.000072097166,0.000112179965,5.443074e-7,0.0000065512936,0.000010038878,0.4076619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948372,0.0033792532,0.00019636315,0.00035550195,0.0006745487,0.0005571366],"domain_scores_gemma":[0.9972439,0.0014033982,0.00012648535,0.0007395143,0.0003897121,0.00009701427],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003287561,0.00018995079,0.0002278566,0.00023944366,0.006122298,0.0006547953,0.0029458764,0.0001216834,0.000017090273],"category_scores_gemma":[0.00007275512,0.00011868752,0.0001636498,0.0005944421,0.0016568778,0.00062690914,0.00028465316,0.0018959044,0.000028678753],"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":[0.00038362137,0.00011710451,0.00090640824,0.000013399007,0.000069504254,0.0004285863,0.02418781,0.000005365915,0.00009690564,0.96524197,0.007908117,0.00064118137],"study_design_scores_gemma":[0.0007481647,0.00013462029,0.003731874,0.000052860592,0.00002908332,0.000019639036,0.15793969,0.000024314544,0.00006195013,0.00053196546,0.8365858,0.00013998528],"about_ca_topic_score_codex":0.002352709,"about_ca_topic_score_gemma":0.006294698,"teacher_disagreement_score":0.96471006,"about_ca_system_score_codex":0.00017277732,"about_ca_system_score_gemma":0.00023919539,"threshold_uncertainty_score":0.9951716},"labels":[],"label_agreement":null},{"id":"W2957325300","doi":"","title":"Transforming university research, teaching, and learning through innovative library services","year":2006,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Library science; Computer science; Sociology","score_opus":0.06025364882850598,"score_gpt":0.28882357110139567,"score_spread":0.2285699222728897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957325300","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012312508,0.0001618914,0.000015862099,0.0003297503,0.0002171088,0.0011799576,0.00020661851,0.00027680164,0.9852995],"genre_scores_gemma":[0.028729884,0.0006251811,0.00016675355,0.000023841902,0.00040957908,3.5500224e-7,0.00015955268,0.00020107155,0.96968377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907636,0.005681902,0.00023279239,0.0012099484,0.0010631181,0.0010486532],"domain_scores_gemma":[0.9976909,0.00047177935,0.00028167397,0.0005714109,0.0006633697,0.0003208693],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018374653,0.0005004554,0.00065883267,0.002187987,0.0097613055,0.0011898594,0.0023825367,0.00054474926,0.000106653635],"category_scores_gemma":[0.00003399061,0.00060070556,0.00015257316,0.001108196,0.0027139036,0.00315414,0.001609263,0.0052994774,0.00007193429],"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":[0.00026044765,0.00018265907,0.00061780075,0.00025576435,0.0002892236,0.0013798678,0.00824561,0.0000021539245,0.00008166401,0.89182544,0.09639323,0.00046615137],"study_design_scores_gemma":[0.0011805998,0.00031910077,0.00013074953,0.0006084449,0.00006827977,0.000006282951,0.049786832,0.00002155347,0.00005231619,0.00022776854,0.9469992,0.0005989085],"about_ca_topic_score_codex":0.11329955,"about_ca_topic_score_gemma":0.046051875,"teacher_disagreement_score":0.8915977,"about_ca_system_score_codex":0.0006679788,"about_ca_system_score_gemma":0.00083563855,"threshold_uncertainty_score":0.99994904},"labels":[],"label_agreement":null},{"id":"W2962785858","doi":"","title":"Evolutionary stakeholder discovery: requisite system sampling for co-creation","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Framing (construction); Stakeholder; Process management; Computer science; Product design; Knowledge management; Wicked problem; Product (mathematics); Business; Engineering; Public relations; Political science","score_opus":0.12342902955969079,"score_gpt":0.3627842835735359,"score_spread":0.23935525401384514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962785858","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003621608,0.000038038255,0.16755451,0.00018071772,0.0007081145,0.001801879,0.00011872694,0.0005500548,0.8286858],"genre_scores_gemma":[0.006664995,0.000036066696,0.010874609,0.00001572104,0.0003421801,0.000003928578,0.00017408538,0.00014273102,0.98174566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99555,0.0008531402,0.0002854727,0.0015587495,0.000894161,0.0008584743],"domain_scores_gemma":[0.9960947,0.0002567331,0.0005777811,0.001625408,0.0012597411,0.00018563142],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009680555,0.00045593706,0.0005681369,0.0029256856,0.002229003,0.000687608,0.0050265733,0.0008624624,0.000008634863],"category_scores_gemma":[0.000061446626,0.0005660804,0.00019188746,0.0019364391,0.0009543473,0.0030979037,0.0014617135,0.0009143842,0.00023569973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027209028,0.00009813601,0.00019060784,0.00014333695,0.0002835684,0.00029775233,0.0001291787,0.000007221038,0.000644545,0.8757234,0.12196491,0.00024522303],"study_design_scores_gemma":[0.0013106553,0.00042636224,0.0001887755,0.00076372025,0.000064712396,0.00005647974,0.0015072679,0.0010376528,0.0007145155,0.0001436948,0.99319243,0.00059373525],"about_ca_topic_score_codex":0.0014368858,"about_ca_topic_score_gemma":0.00023626564,"teacher_disagreement_score":0.8755797,"about_ca_system_score_codex":0.0038784642,"about_ca_system_score_gemma":0.0010210044,"threshold_uncertainty_score":0.99994546},"labels":[],"label_agreement":null},{"id":"W2963174321","doi":"","title":"Finding the emic in systemic design: Towards systemic ethnography","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","field":"Decision 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":"Emic and etic; Systemic risk; Ethnography; Systemic therapy; Systemic scleroderma; Sociology; Medicine; Anthropology; Economics; Dermatology","score_opus":0.37110009032811764,"score_gpt":0.43037572279714087,"score_spread":0.05927563246902323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963174321","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003950791,0.0010572986,0.0047029867,0.000110426205,0.0012680783,0.0027563777,0.00005014482,0.00016277669,0.9859411],"genre_scores_gemma":[0.14083387,0.00013623633,0.00032628892,0.000015564965,0.00030466524,0.0000023386833,0.000004317176,0.00015802972,0.85821867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98211235,0.009001263,0.00092573254,0.0022215466,0.004445264,0.0012938629],"domain_scores_gemma":[0.9911092,0.0026742786,0.0011548854,0.00332094,0.0012243717,0.0005163215],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012197605,0.0006685702,0.0014060002,0.0070025832,0.0022997905,0.0016561013,0.0130314715,0.0010193833,0.00009568516],"category_scores_gemma":[0.0007143052,0.0005542757,0.00053880096,0.008714625,0.0013516913,0.0008653834,0.0034465487,0.0016618894,0.0011747053],"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":[0.0005683432,0.00009603682,0.0035447588,0.0001023932,0.00022492246,0.0029147498,0.0012718528,0.00011965445,0.0003463793,0.65038455,0.3390842,0.001342161],"study_design_scores_gemma":[0.001699665,0.00019401629,0.00081129646,0.0028780978,0.00007019376,0.00033483424,0.02079794,0.0008008789,0.000029904748,0.0004430466,0.9711322,0.0008079083],"about_ca_topic_score_codex":0.009605191,"about_ca_topic_score_gemma":0.0017004454,"teacher_disagreement_score":0.6499415,"about_ca_system_score_codex":0.001736812,"about_ca_system_score_gemma":0.0017805458,"threshold_uncertainty_score":0.9996909},"labels":[],"label_agreement":null},{"id":"W2963572936","doi":"","title":"Give me the place to stand: Leverage analysis in systemic design","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Ontario College of Art and Design","funders":"","keywords":"Leverage (statistics); Computer science; Business; Artificial intelligence","score_opus":0.26849259452782176,"score_gpt":0.4130135082142276,"score_spread":0.14452091368640585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963572936","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001572543,0.00031513767,0.025275426,0.00020161,0.0004425371,0.002479502,0.00008937334,0.000082795654,0.9695411],"genre_scores_gemma":[0.054889698,0.000039782448,0.00067378045,0.000023534982,0.0001683119,0.0000014575008,0.000003965965,0.0001009581,0.94409853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98375374,0.008161052,0.0006913659,0.002136799,0.0042197374,0.0010372972],"domain_scores_gemma":[0.9906735,0.0034488249,0.00072508206,0.0031907973,0.0013118982,0.0006499172],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0103447605,0.00053294434,0.0014079396,0.008309121,0.0017304117,0.0015336884,0.010659228,0.0005960211,0.00022593718],"category_scores_gemma":[0.0007895594,0.0004424541,0.0004968527,0.014181489,0.0006667234,0.0006727174,0.0034004329,0.000990304,0.0013926252],"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":[0.0009542316,0.00009083731,0.001450879,0.0000225753,0.00072870037,0.002377563,0.0013416666,0.001260111,0.000089841626,0.43641326,0.55497193,0.00029844517],"study_design_scores_gemma":[0.0010107153,0.00022485206,0.0009894242,0.00046086634,0.00020744736,0.000030983014,0.011765566,0.001956449,0.000018452289,0.00017055443,0.98260266,0.0005620313],"about_ca_topic_score_codex":0.011132096,"about_ca_topic_score_gemma":0.0092535345,"teacher_disagreement_score":0.4362427,"about_ca_system_score_codex":0.0019853886,"about_ca_system_score_gemma":0.0015425222,"threshold_uncertainty_score":0.9998027},"labels":[],"label_agreement":null},{"id":"W2963918659","doi":"","title":"Future probing for prodaptive organizations","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Persona Design 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":"Ontario College of Art and Design","funders":"","keywords":"Business; Computer science","score_opus":0.04720822527683282,"score_gpt":0.29073586169827415,"score_spread":0.24352763642144132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963918659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015351534,0.000043857523,0.12937364,0.00081650994,0.00025052056,0.0023431103,0.000067941095,0.00033501684,0.86675406],"genre_scores_gemma":[0.00039177266,0.00010070244,0.019250395,0.00002601272,0.00048893824,0.0000044340663,0.000060393962,0.00010985243,0.9795675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969239,0.00048187372,0.00013633487,0.0012375897,0.00055301585,0.00066725624],"domain_scores_gemma":[0.9969203,0.000113434064,0.00022952301,0.0012895162,0.0010877951,0.00035944325],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0004518679,0.00032731632,0.00036587322,0.0010858185,0.0020857488,0.0004944679,0.0057259714,0.00050155254,0.000010081481],"category_scores_gemma":[0.00003265069,0.000391532,0.00012597654,0.0031223071,0.00078329176,0.0008729566,0.0013184551,0.0005085975,0.00024104802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033713335,0.00010276757,0.000019746323,0.00003695822,0.000105061925,0.000078772246,0.00038104525,0.0000010071633,0.0003341575,0.75920755,0.23939963,0.00029957376],"study_design_scores_gemma":[0.0007914185,0.00018230526,0.000022596092,0.00014579341,0.000047163932,0.00001287635,0.0011187277,0.00048885477,0.00029536453,0.00014219462,0.99630797,0.0004447525],"about_ca_topic_score_codex":0.0004444607,"about_ca_topic_score_gemma":0.00022440695,"teacher_disagreement_score":0.7590654,"about_ca_system_score_codex":0.0007661789,"about_ca_system_score_gemma":0.0016789517,"threshold_uncertainty_score":0.9998537},"labels":[],"label_agreement":null},{"id":"W2964408246","doi":"","title":"Systemic design and its discontents: Designing for emergence and accountability","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Accountability; Flourishing; Power (physics); Public relations; Engineering ethics; Psychology; Sociology; Social psychology; Political science; Law; Engineering","score_opus":0.18787273965186657,"score_gpt":0.3392514112996933,"score_spread":0.1513786716478267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964408246","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033549655,0.00024269952,0.30914035,0.00018726551,0.0005438622,0.0034651014,0.000025562762,0.0003100884,0.6827301],"genre_scores_gemma":[0.03684602,0.00027911985,0.014371185,0.00001590521,0.00010321753,0.000005343137,0.0000093279305,0.00010130641,0.9482686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963068,0.0010465013,0.00020783905,0.0013727951,0.00044726284,0.0006188038],"domain_scores_gemma":[0.9973715,0.0003196804,0.00034526855,0.0008412923,0.000932299,0.00018995213],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013730797,0.00035989593,0.00047400745,0.0013690641,0.0014572309,0.0003733227,0.0030824237,0.0005637274,0.0000052937476],"category_scores_gemma":[0.00010577491,0.00042086554,0.00006885079,0.0010556243,0.00079308834,0.0018824779,0.0018876955,0.0006456231,0.000033064545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025031672,0.00006856251,0.00030817388,0.0001849496,0.00021587979,0.00018823946,0.00037808233,0.0000022696877,0.0035664628,0.973262,0.021111688,0.00046333703],"study_design_scores_gemma":[0.0042809737,0.0019180859,0.00038327207,0.0024995597,0.00022532015,0.00032664344,0.007287427,0.01082667,0.008805221,0.0006607116,0.96078736,0.0019987659],"about_ca_topic_score_codex":0.000759792,"about_ca_topic_score_gemma":0.00015508548,"teacher_disagreement_score":0.97260135,"about_ca_system_score_codex":0.0006754673,"about_ca_system_score_gemma":0.00043231118,"threshold_uncertainty_score":0.99984276},"labels":[],"label_agreement":null},{"id":"W2965290675","doi":"","title":"Who We Are/Quienes Somos","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cultural Identity and Representation","field":"Arts and Humanities","cited_by":3,"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 College of Art and Design","funders":"","keywords":"Storytelling; Latin Americans; Gender studies; Sociology; Media studies; Political science; Narrative; Art; Literature","score_opus":0.11621407564435837,"score_gpt":0.30917798030792304,"score_spread":0.19296390466356467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965290675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1522239,0.00019384478,0.0000022245947,0.00036802347,0.0015343874,0.0011132555,0.00007681518,0.00009311571,0.84439445],"genre_scores_gemma":[0.11666318,0.00074615254,0.0000105891895,0.000011490716,0.00037753326,7.8563954e-7,0.00043328674,0.00004002508,0.88171697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960414,0.0008463599,0.0002683155,0.001020878,0.0011294308,0.0006936003],"domain_scores_gemma":[0.99688774,0.0001662509,0.00043343133,0.00074683805,0.0014712994,0.00029446182],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00042993797,0.00042556648,0.0006332005,0.0010717042,0.0038299896,0.001593583,0.0024740563,0.00050114794,0.00008144336],"category_scores_gemma":[0.00003654497,0.00046888363,0.000365908,0.0004939218,0.0006763855,0.0027886317,0.0004958463,0.0013169136,0.000630121],"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":[0.0007389714,0.00017580371,0.0003595867,0.0003218885,0.00030308665,0.0009237687,0.013411273,0.000011616844,0.0005030159,0.9716414,0.011309217,0.00030033974],"study_design_scores_gemma":[0.0010203482,0.00016637247,0.0007399901,0.0006329589,0.00018334649,0.0000075066555,0.16799383,0.000040314964,0.0006961371,0.00017901522,0.8277501,0.0005900792],"about_ca_topic_score_codex":0.012699237,"about_ca_topic_score_gemma":0.018627737,"teacher_disagreement_score":0.9714624,"about_ca_system_score_codex":0.0008622086,"about_ca_system_score_gemma":0.0006185395,"threshold_uncertainty_score":0.9997763},"labels":[],"label_agreement":null},{"id":"W2976899482","doi":"","title":"Guide for Newly Admitted International Student at OCAD University","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Study abroad; Public relations; Medical education; Political science; Sociology; Pedagogy; Medicine","score_opus":0.08856843285802744,"score_gpt":0.3943907621348379,"score_spread":0.30582232927681047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976899482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004155917,0.00009422511,0.00015183912,0.0012430676,0.0010807284,0.0019690043,0.00028950197,0.00024371814,0.990772],"genre_scores_gemma":[0.0031392602,0.0011078801,0.00050250033,0.000057672834,0.0007606984,6.554968e-7,0.00009695434,0.000120701654,0.9942137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99410856,0.0015291262,0.00024614297,0.0012439108,0.0016530153,0.0012192676],"domain_scores_gemma":[0.9963658,0.0003939819,0.00041668402,0.00084787275,0.0011524765,0.00082320726],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013326181,0.0004849339,0.0006652701,0.0013982565,0.0049212505,0.00039885362,0.00486324,0.000766999,0.00013162788],"category_scores_gemma":[0.0001822534,0.0006138633,0.0003960992,0.0012634246,0.0023112842,0.00096564554,0.002374302,0.0005771634,0.00045128877],"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":[0.00068420713,0.00019633656,0.004155971,0.000030994277,0.0006269533,0.00055261917,0.0029799095,0.0000014640483,0.00003287916,0.5956469,0.3947128,0.00037894736],"study_design_scores_gemma":[0.0026377216,0.00030892532,0.0015111755,0.00022814245,0.00018848144,0.0000042900183,0.0325695,0.000006121028,0.00002459597,0.000025809739,0.9618743,0.00062092755],"about_ca_topic_score_codex":0.034344517,"about_ca_topic_score_gemma":0.06254735,"teacher_disagreement_score":0.5956211,"about_ca_system_score_codex":0.0037778574,"about_ca_system_score_gemma":0.002006558,"threshold_uncertainty_score":0.9996313},"labels":[],"label_agreement":null},{"id":"W2977964824","doi":"","title":"Indigenous Visual Culture at OCAD University Library: Diffusing the discourse of power","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Power (physics); Sociology; Political science; Media studies; Geography; Linguistics; Anthropology; Library science; Computer science; Philosophy","score_opus":0.03258210345999919,"score_gpt":0.2719418658573446,"score_spread":0.2393597623973454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977964824","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046901997,0.00015028982,0.000010330895,0.0002805613,0.00048617373,0.0011521287,0.00037663503,0.00012968482,0.9505122],"genre_scores_gemma":[0.09083905,0.00049842265,0.000018110735,0.000030423993,0.00031302,1.9147738e-7,0.000097169504,0.0001560138,0.9080476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951847,0.0017639732,0.0002482709,0.0009299615,0.0010131265,0.0008599605],"domain_scores_gemma":[0.9975045,0.00016037279,0.0005535432,0.0009655936,0.00040578446,0.00041025094],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00051277503,0.000537923,0.000768339,0.0010396537,0.0041674664,0.0005218492,0.0032736633,0.0005472579,0.00030272495],"category_scores_gemma":[0.000021129832,0.0004996433,0.0003873247,0.0006317713,0.0032563878,0.0010732162,0.0020954425,0.0012755807,0.00017727495],"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":[0.0004340928,0.00032021423,0.0010867121,0.00009783523,0.00048916164,0.00071579503,0.0071336445,0.0000026112787,0.00017260747,0.8557711,0.13365695,0.000119239645],"study_design_scores_gemma":[0.001203954,0.00039016374,0.00048851094,0.00030878358,0.00021433781,0.000007143898,0.015855797,0.00001368077,0.00015346213,0.000042275973,0.98074406,0.0005777988],"about_ca_topic_score_codex":0.010558679,"about_ca_topic_score_gemma":0.019693669,"teacher_disagreement_score":0.85572886,"about_ca_system_score_codex":0.00084524526,"about_ca_system_score_gemma":0.0008933012,"threshold_uncertainty_score":0.99974555},"labels":[],"label_agreement":null},{"id":"W2978562501","doi":"","title":"Not the Silicon Valley of the North: Leveraging the affordances of Toronto's technology ecosystem to design an inclusive Canada","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Ontario","keywords":"Silicon valley; Venture capital; The Internet; Government (linguistics); Business; Entrepreneurship; Computer science","score_opus":0.0609229928918306,"score_gpt":0.25446491623850903,"score_spread":0.19354192334667844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978562501","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033597436,0.0002851581,0.00028222188,0.0014949206,0.0003429478,0.0014982502,0.00011115956,0.000016916436,0.962371],"genre_scores_gemma":[0.42254445,0.00042591174,0.00023333803,0.0000630843,0.000077861674,0.0000022143236,0.000004618743,0.000056643756,0.57659185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978319,0.0004054733,0.00031250322,0.00062270515,0.0003764446,0.00045099275],"domain_scores_gemma":[0.99751854,0.00021206152,0.0006262629,0.0011881765,0.0003154836,0.00013949214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009448287,0.00023525108,0.00051041675,0.00036118436,0.0011246081,0.00006238289,0.005126318,0.00022387318,0.000023422224],"category_scores_gemma":[0.00008123851,0.00017997694,0.00011458675,0.0009727362,0.0006752134,0.0002725495,0.0015349605,0.0003567686,0.000018945024],"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":[0.00019272302,0.00005733352,0.007977217,0.000048779453,0.00024810032,0.0000551856,0.00079372554,0.00016682985,0.000039807255,0.96278954,0.027367994,0.00026275887],"study_design_scores_gemma":[0.00038075735,0.00019619317,0.0075988155,0.0001918589,0.000021834663,0.0000066835682,0.005332063,0.000096300326,0.000612945,0.00016002904,0.9851282,0.00027429615],"about_ca_topic_score_codex":0.566777,"about_ca_topic_score_gemma":0.7678203,"teacher_disagreement_score":0.9626295,"about_ca_system_score_codex":0.001701808,"about_ca_system_score_gemma":0.0020305575,"threshold_uncertainty_score":0.95260596},"labels":[],"label_agreement":null},{"id":"W3121787738","doi":"","title":"Walled Gardens: The New Shape of the Public Internet","year":2012,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Network Traffic and Congestion Control","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":"Ontario College of Art and Design","funders":"","keywords":"The Internet; Multiprotocol Label Switching; Internet Protocol; Reachability; Business; Internet Draft; Telecommunications; Internet privacy; Computer science; Engineering; World Wide Web; Internet Architecture Board; Quality of service","score_opus":0.05629607833083601,"score_gpt":0.2577810473480528,"score_spread":0.2014849690172168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121787738","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056570243,0.00024857343,0.007726269,0.010955988,0.000824605,0.0009476416,0.000002941196,0.00010409919,0.92261964],"genre_scores_gemma":[0.7407583,0.00003995029,0.00025305894,0.000067710265,0.00009914158,2.1625803e-7,7.630938e-7,0.0000066152406,0.25877425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964879,0.0014601824,0.00016256046,0.00042052087,0.0007790811,0.00068976206],"domain_scores_gemma":[0.997478,0.0003566363,0.00016720398,0.0011644426,0.000435086,0.000398603],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0012144254,0.00017162478,0.00023083886,0.00022508201,0.0011490857,0.0003248084,0.0074711344,0.0001406999,0.00000986537],"category_scores_gemma":[0.00006432432,0.00013075488,0.00018815581,0.0014053921,0.0005492263,0.0013323429,0.002532926,0.00069005776,0.000057661127],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008742301,0.00009994225,0.0022195233,0.0000050571102,0.00010171387,0.000044306445,0.0007374627,0.00001628721,0.00011797492,0.97416735,0.015103445,0.0072995373],"study_design_scores_gemma":[0.0012935797,0.00011178612,0.00501686,0.00005061086,0.000039520233,0.00003645116,0.0012192263,0.006802388,0.0003127876,0.00009285325,0.9848052,0.00021870079],"about_ca_topic_score_codex":0.00043883373,"about_ca_topic_score_gemma":0.00023026233,"teacher_disagreement_score":0.9740745,"about_ca_system_score_codex":0.00036669156,"about_ca_system_score_gemma":0.00083967333,"threshold_uncertainty_score":0.99789894},"labels":[],"label_agreement":null},{"id":"W6936382886","doi":"10.57698/v16i3.05","title":"Exploring the Composite Intentionality of 3D Printers and Makers in Digital Fabrication","year":2022,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","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":"Ontario College of Art and Design; Simon Fraser University; University of Victoria","funders":"","keywords":"Intentionality; Work (physics); Key (lock); Component (thermodynamics); Composite number","score_opus":0.20839565454973144,"score_gpt":0.27486227996414186,"score_spread":0.06646662541441042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6936382886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57512426,0.0000145034155,0.000033888733,0.00021356213,0.000115814684,0.0003373525,0.00003549486,0.000016589694,0.42410856],"genre_scores_gemma":[0.9245405,0.000030139638,0.000020449661,0.000012223946,0.000028903392,0.0000014220375,0.000016989487,0.000007789929,0.07534154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982814,0.0004732581,0.00015628665,0.00034893875,0.00047416822,0.00026592825],"domain_scores_gemma":[0.9989728,0.00022502501,0.00010526281,0.00030992,0.00029618922,0.000090853646],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006743715,0.000112247355,0.00017887315,0.00046810677,0.0018242568,0.00027288284,0.0009238689,0.00002304029,0.0000140532775],"category_scores_gemma":[0.000024221325,0.00011800994,0.00007234048,0.00036475252,0.00089370296,0.0014349787,0.0009783084,0.00046935893,0.000003884541],"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":[0.00054735196,0.00016212826,0.005538061,0.000022746206,0.00005713023,0.000119312615,0.010033937,0.000068720794,0.0002590179,0.9817918,0.0002648668,0.0011349123],"study_design_scores_gemma":[0.001831562,0.00037208167,0.032813914,0.000075327946,0.000043708955,0.000018240176,0.16850293,0.00048301567,0.00016761653,0.00038477645,0.79497594,0.00033087208],"about_ca_topic_score_codex":0.0032040551,"about_ca_topic_score_gemma":0.00051741867,"teacher_disagreement_score":0.98140705,"about_ca_system_score_codex":0.0005173857,"about_ca_system_score_gemma":0.00014865058,"threshold_uncertainty_score":0.99947524},"labels":[],"label_agreement":null},{"id":"W6979764989","doi":"","title":"The Affect of Images","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Museum of Fine Arts of Quebec","funders":"","keywords":"Cognitive reframing; Affect (linguistics); Exhibition; Photography; Identity (music); Interpretation (philosophy)","score_opus":0.039691863764803756,"score_gpt":0.3443875745048,"score_spread":0.30469571073999624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979764989","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22720242,0.00069508835,0.0000036968847,0.00020522237,0.00022760517,0.0010514081,0.000030353378,0.000025981966,0.77055824],"genre_scores_gemma":[0.24854565,0.0017152955,0.00007852758,0.000005270528,0.000039483006,7.3327226e-7,0.0003444914,0.00003243694,0.74923813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664307,0.00086744933,0.00021609974,0.00070653716,0.0009925424,0.0005743265],"domain_scores_gemma":[0.9967942,0.00035360575,0.00025108003,0.0009654534,0.0013080998,0.00032751157],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005378928,0.00031540834,0.0006487309,0.000553845,0.0019086116,0.00016333521,0.001279943,0.00043638216,0.000006766477],"category_scores_gemma":[0.00010338425,0.00029194093,0.0003853314,0.0013133421,0.0005083995,0.00034797422,0.00033109754,0.0010455878,0.000029161292],"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":[0.0059263585,0.0010383567,0.009860805,0.0006046668,0.0021162902,0.009988988,0.0011662978,0.0000027607941,0.0061491313,0.9528247,0.0058484217,0.004473206],"study_design_scores_gemma":[0.009736848,0.002146831,0.078938305,0.0022434474,0.001870065,0.00011414691,0.07632735,0.000025461004,0.033364825,0.00009639344,0.7941981,0.0009382358],"about_ca_topic_score_codex":0.003320465,"about_ca_topic_score_gemma":0.0016808338,"teacher_disagreement_score":0.95272833,"about_ca_system_score_codex":0.0007059917,"about_ca_system_score_gemma":0.0022357972,"threshold_uncertainty_score":0.99995327},"labels":[],"label_agreement":null},{"id":"W6979779192","doi":"","title":"Agile Transformations, Culture, and the Canadian Financial Sector","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","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":"Agile software development; Blueprint; Context (archaeology); Organizational culture; Agile Unified Process; Lean software development; Point (geometry)","score_opus":0.1493807423303599,"score_gpt":0.35019922206020565,"score_spread":0.20081847972984576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979779192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014811526,0.0003374057,0.0000020921234,0.0016699788,0.00050725567,0.0011781685,0.00024698427,0.000105614155,0.9944714],"genre_scores_gemma":[0.021516513,0.0010022729,0.000016307542,0.00015711588,0.00011998903,0.0000012219546,0.000008551324,0.00007067869,0.97710735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971268,0.00090134854,0.000120830045,0.000798804,0.00046800825,0.00058419176],"domain_scores_gemma":[0.9989655,0.00008775468,0.00008105582,0.0004258669,0.00010076174,0.00033908783],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00035478862,0.00028963448,0.00036263693,0.0008156593,0.0023145094,0.00035667856,0.0016045988,0.00042026193,0.0000170096],"category_scores_gemma":[0.000047628757,0.00023523835,0.00013793769,0.0010873973,0.0023091636,0.00036996984,0.00042601995,0.0013486787,0.00026787043],"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":[0.00017296146,0.000028948167,0.00003508212,0.00004018853,0.00003058954,0.0014609105,0.0004712984,1.468637e-7,0.00047169442,0.7198958,0.27722153,0.00017089359],"study_design_scores_gemma":[0.0011940072,0.000095267125,0.00007384125,0.0001258412,0.0000977837,0.000052648964,0.00059173553,0.0000039284882,0.0005380993,0.00020303974,0.99674296,0.00028086526],"about_ca_topic_score_codex":0.11984473,"about_ca_topic_score_gemma":0.21519797,"teacher_disagreement_score":0.7196927,"about_ca_system_score_codex":0.000458976,"about_ca_system_score_gemma":0.0006065823,"threshold_uncertainty_score":0.99898434},"labels":[],"label_agreement":null},{"id":"W6979842247","doi":"","title":"Alternative Housing Solutions","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affordable housing; Public housing; Incentive; Context (archaeology); Population; Quality (philosophy)","score_opus":0.11751347537767129,"score_gpt":0.3233565332635574,"score_spread":0.2058430578858861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979842247","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058946584,0.00025042426,0.0001915477,0.00017313712,0.0006920693,0.0025445158,0.0011418349,0.0008381961,0.9935788],"genre_scores_gemma":[0.0033706634,0.00036483127,0.00052098563,0.000022794195,0.00036575206,0.0000021613944,0.00033319116,0.0010039355,0.9940157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9874028,0.0052389344,0.00031634586,0.0022808767,0.0026756027,0.0020854648],"domain_scores_gemma":[0.9949994,0.00033576324,0.00069778884,0.00230505,0.00069572317,0.00096624275],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001887099,0.0008461643,0.0010318728,0.0073668933,0.0062173144,0.0005764797,0.008103337,0.0007799555,0.000560829],"category_scores_gemma":[0.00010915905,0.0011846181,0.0004892686,0.006379379,0.0021695916,0.0014062996,0.007377922,0.0036693327,0.0020754545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005007083,0.00036883008,0.00034043798,0.000050752915,0.0007267084,0.0063652275,0.00029600438,0.00010504589,0.0003789611,0.689823,0.3009122,0.00013215095],"study_design_scores_gemma":[0.0026235343,0.00031293323,0.00011500669,0.0002764496,0.0002919072,0.000057335477,0.0051943776,0.00016632254,0.00008011037,0.000082666265,0.9896202,0.0011791326],"about_ca_topic_score_codex":0.035739206,"about_ca_topic_score_gemma":0.005151744,"teacher_disagreement_score":0.6897403,"about_ca_system_score_codex":0.009651967,"about_ca_system_score_gemma":0.0028881752,"threshold_uncertainty_score":0.9990604},"labels":[],"label_agreement":null},{"id":"W6980001978","doi":"","title":"Arnaud Maggs: Les factures de Lupe. 
\\nSusan Hobbs Gallery. Toronto","year":2001,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","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); Taste; Narrative; Colored","score_opus":0.11069588205538601,"score_gpt":0.30356919937494703,"score_spread":0.19287331731956103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980001978","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13339944,0.00014210171,0.00013358725,0.0005198092,0.00027044257,0.0004948615,0.000057090085,0.00014352464,0.86483914],"genre_scores_gemma":[0.4795227,0.0004954471,0.000059714042,0.00007131205,0.00031735748,3.577232e-7,0.000021168444,0.000025491589,0.5194864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963147,0.0008099906,0.00021690984,0.0007385344,0.00071995024,0.0011998928],"domain_scores_gemma":[0.99771184,0.00018695755,0.00014085906,0.0007495833,0.0005956354,0.0006151022],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00056918303,0.00035617995,0.00040747595,0.00038935087,0.004372303,0.00069183175,0.0021346444,0.0002599152,0.00018859592],"category_scores_gemma":[0.00003886037,0.00040490858,0.00023752754,0.000041802854,0.0014724958,0.0019805671,0.0007625155,0.0007522716,0.00009681122],"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":[0.00049840607,0.00024553726,0.0035236403,0.00003595393,0.00019832003,0.0017384411,0.029552497,0.000022794622,0.0003181212,0.94755316,0.015525767,0.0007873495],"study_design_scores_gemma":[0.0011782064,0.00027581124,0.0029029578,0.000072202165,0.00007352063,0.00003808575,0.04713441,0.00009389019,0.00027295685,0.00046064987,0.94702053,0.00047675692],"about_ca_topic_score_codex":0.124239355,"about_ca_topic_score_gemma":0.20770514,"teacher_disagreement_score":0.94709253,"about_ca_system_score_codex":0.0017712606,"about_ca_system_score_gemma":0.00066928024,"threshold_uncertainty_score":0.99984026},"labels":[],"label_agreement":null},{"id":"W6980291990","doi":"","title":"Bonding Over Distances: Building Social Presence Using Mixed Reality for Transnational Families","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Mixed reality; Social reality; Qualitative property; Intersection (aeronautics); Multimethodology; Qualitative research; Social relation; Participant observation; Empirical research","score_opus":0.14015492940210253,"score_gpt":0.39597574810316793,"score_spread":0.25582081870106543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980291990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5403697,0.000028692944,0.09968068,0.0013563924,0.003497079,0.0034644508,0.00026781575,0.00076864974,0.35056657],"genre_scores_gemma":[0.6579213,0.000035802062,0.009379305,0.000015287407,0.00025762778,0.000008195845,0.00054270355,0.00008861654,0.33175114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995365,0.00078170036,0.0003674199,0.0014329578,0.0011846536,0.0008682174],"domain_scores_gemma":[0.99622685,0.00062520895,0.0005092948,0.00068178785,0.0018192633,0.00013759758],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013241916,0.00041594455,0.000547847,0.002235023,0.0047008996,0.0006508659,0.004650645,0.0007491797,0.0000011914196],"category_scores_gemma":[0.000133622,0.0005603596,0.00027822956,0.0033461028,0.0005249904,0.0034028848,0.00068214466,0.0014439959,0.0000050986077],"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":[0.0006097946,0.00009593694,0.00012366552,0.00018559136,0.00023868025,0.00029655182,0.0020124349,0.000065265034,0.010502902,0.9840882,0.001198421,0.000582586],"study_design_scores_gemma":[0.00918315,0.0010903733,0.023464607,0.0018646806,0.00060150574,0.00006490477,0.08691565,0.051395096,0.048215274,0.027724845,0.74463207,0.0048478385],"about_ca_topic_score_codex":0.0012200426,"about_ca_topic_score_gemma":0.0019896175,"teacher_disagreement_score":0.9563633,"about_ca_system_score_codex":0.002861572,"about_ca_system_score_gemma":0.0013577815,"threshold_uncertainty_score":0.9996848},"labels":[],"label_agreement":null},{"id":"W6980307409","doi":"","title":"Bridging the knowledge gaps to promote more environmentally sustainable buildings - It begins at the foundation","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Foundation (evidence); Plan (archaeology); Sustainability; Sustainable development; Construction industry","score_opus":0.032675577823685145,"score_gpt":0.29688017169794484,"score_spread":0.2642045938742597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980307409","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009745685,0.00017837882,0.00007439404,0.003954281,0.00023598356,0.0064570326,0.000225039,0.0002936729,0.9788355],"genre_scores_gemma":[0.0037859182,0.00019846334,0.00012627883,0.00011618079,0.00027177017,0.0000105246645,0.00028926757,0.00066788454,0.9945337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98976403,0.0034421647,0.00031783705,0.002074412,0.0023896478,0.0020119145],"domain_scores_gemma":[0.99523115,0.00028509911,0.00055839366,0.0028100691,0.00040768657,0.0007076199],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.0033239229,0.00082519685,0.00070719287,0.0027611381,0.011303987,0.00092916517,0.009062219,0.00047561608,0.0007097734],"category_scores_gemma":[0.00013121113,0.00078338606,0.00038291694,0.005159789,0.0022890382,0.0011991936,0.013899829,0.002558035,0.0025072726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078535976,0.00031990255,0.000439813,0.00011636135,0.0005448309,0.002285068,0.0032079287,0.00018950294,0.0014185916,0.4591419,0.531154,0.00039672275],"study_design_scores_gemma":[0.0014413799,0.00030585457,0.0005113291,0.00019275879,0.0002911402,0.00007676946,0.022140903,0.000090638154,0.00021832327,0.000010716631,0.9738587,0.00086146663],"about_ca_topic_score_codex":0.012130813,"about_ca_topic_score_gemma":0.0036956074,"teacher_disagreement_score":0.4591312,"about_ca_system_score_codex":0.01890159,"about_ca_system_score_gemma":0.0018061904,"threshold_uncertainty_score":0.9997431},"labels":[],"label_agreement":null},{"id":"W6980468721","doi":"","title":"Causing An Effect: Activists, Uncertainty & Images of the Future","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Futures contract; Exhibition; Conversation; Empathy; Experiential learning; Ethnography; Work (physics); Space (punctuation); Visual research","score_opus":0.2119440838661084,"score_gpt":0.4452315274952781,"score_spread":0.2332874436291697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980468721","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023829183,0.00020015544,0.000033942542,0.00036078488,0.00094851083,0.0011342228,0.00011540145,0.0000993291,0.97327846],"genre_scores_gemma":[0.008228323,0.00025992718,0.00030445296,0.000011889342,0.0004524644,3.5475713e-7,0.000034202716,0.00008593163,0.99062246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9429985,0.05428491,0.00014249654,0.00073409657,0.0011503646,0.0006895913],"domain_scores_gemma":[0.9949374,0.0023474672,0.00036593317,0.0011766086,0.0006904444,0.00048210466],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01722195,0.00031903086,0.0006127034,0.00079678127,0.0025511293,0.00014275008,0.0032396545,0.0009974012,0.00003707227],"category_scores_gemma":[0.0011804278,0.00030259884,0.00020358629,0.0020500596,0.0031653629,0.00058750674,0.000963073,0.0013940841,0.00002602476],"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":[0.012411342,0.0004047389,0.0056145615,0.00015086826,0.00064858835,0.0012406581,0.008899749,0.000023614044,0.0014821137,0.6416473,0.32602817,0.0014483029],"study_design_scores_gemma":[0.00083493406,0.00015484018,0.0020326683,0.00017038068,0.000108295564,0.000007586666,0.009526426,0.0000014744412,0.00019922266,0.000033833032,0.98660696,0.00032335726],"about_ca_topic_score_codex":0.05503714,"about_ca_topic_score_gemma":0.053837486,"teacher_disagreement_score":0.6605788,"about_ca_system_score_codex":0.0011802552,"about_ca_system_score_gemma":0.0036314772,"threshold_uncertainty_score":0.9999426},"labels":[],"label_agreement":null},{"id":"W6980516726","doi":"","title":"Changes at the lab bench:
\\ninterdisciplinary art and life’s new design","year":2012,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Plant-derived Lignans Synthesis and Bioactivity","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":"Rhetoric; Function (biology); Narrative; Citizen science; Space (punctuation); Form and function","score_opus":0.05319991959287345,"score_gpt":0.28639262490917117,"score_spread":0.2331927053162977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980516726","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4883382,0.0008244868,0.00008690163,0.00073674764,0.00031959906,0.0010729088,0.000101423444,0.00002294783,0.50849676],"genre_scores_gemma":[0.30149117,0.0014012221,0.00009619604,0.000030281359,0.0002788928,0.0000013133645,0.00056502665,0.00003709692,0.6960988],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664,0.001141128,0.00014530023,0.0008993743,0.0004884726,0.0006857243],"domain_scores_gemma":[0.99808246,0.0001474522,0.00022939054,0.0007431586,0.00024811708,0.0005494063],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008329789,0.00039806782,0.00040031734,0.0002874482,0.0019866852,0.00018626827,0.0015594815,0.00069450034,0.000013457893],"category_scores_gemma":[0.000046883364,0.0003698815,0.00015714052,0.0003358087,0.00043823395,0.000071066235,0.0013773654,0.0006506744,0.000044153614],"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":[0.009853134,0.00046917153,0.0031085385,0.00023488895,0.0014288469,0.00071796577,0.0020443331,0.00001395706,0.80841815,0.04513097,0.12334664,0.00523342],"study_design_scores_gemma":[0.0011972093,0.0007545571,0.019790826,0.00020714026,0.00032397205,0.0000665446,0.007937503,0.000019862824,0.14384006,0.000016638685,0.8250034,0.00084233197],"about_ca_topic_score_codex":0.0011992388,"about_ca_topic_score_gemma":0.010592601,"teacher_disagreement_score":0.7016567,"about_ca_system_score_codex":0.00029555146,"about_ca_system_score_gemma":0.0009445474,"threshold_uncertainty_score":0.9998753},"labels":[],"label_agreement":null},{"id":"W6980657585","doi":"","title":"Community in the Making: Exploring opportunities to enhance the Canadian makerspace ecosystem","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Thriving; Context (archaeology); SPARK (programming language); Work (physics); Focus group; Power (physics)","score_opus":0.37498078254999667,"score_gpt":0.45073890205285705,"score_spread":0.07575811950286038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980657585","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017118478,0.00019904591,0.0000128086285,0.03488567,0.00027809304,0.003138032,0.0001363936,0.00010985805,0.95952827],"genre_scores_gemma":[0.1313207,0.00073792017,0.000047692967,0.00057862356,0.00019849068,0.000010198128,0.000016182188,0.00016244846,0.86692774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99108446,0.004784981,0.00028200404,0.00088427146,0.0016866284,0.0012776562],"domain_scores_gemma":[0.9938226,0.0022959714,0.0001528429,0.0024161355,0.00054523913,0.0007672339],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0055014826,0.0004585798,0.0007739934,0.0025291357,0.002602698,0.0005332008,0.0047894693,0.0004485482,0.00002080613],"category_scores_gemma":[0.0017307466,0.000368239,0.00026715433,0.0023034464,0.0010968938,0.00031407055,0.0026249024,0.0051305825,0.0003624098],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064578163,0.00021202657,0.00057582266,0.001319326,0.0006593788,0.017419145,0.007475438,0.000019923265,0.000022225477,0.59317964,0.3776296,0.00084169785],"study_design_scores_gemma":[0.0004611408,0.00037584204,0.0005850265,0.0025441498,0.00013917997,0.000015237289,0.04219815,0.000026572581,0.000013349478,0.00002438777,0.9532813,0.0003356719],"about_ca_topic_score_codex":0.44455996,"about_ca_topic_score_gemma":0.7701734,"teacher_disagreement_score":0.5931552,"about_ca_system_score_codex":0.005345608,"about_ca_system_score_gemma":0.0052271443,"threshold_uncertainty_score":0.999877},"labels":[],"label_agreement":null},{"id":"W6980834548","doi":"","title":"Curatorial Care: The Art of Noticing","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); The arts; Embodied cognition; Work (physics); Art methodology; Contemporary art; Lived experience; Fine art","score_opus":0.08155016311190158,"score_gpt":0.3441973248502369,"score_spread":0.26264716173833536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980834548","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020941508,0.0001813028,0.012511487,0.0011162544,0.00080072775,0.0015306148,0.000064041604,0.0001386913,0.98363596],"genre_scores_gemma":[0.0012819035,0.0010892501,0.0017143835,0.000021124375,0.00017700186,7.2551245e-7,0.000030431924,0.00005932699,0.99562585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99323374,0.002636405,0.00023814314,0.0012583454,0.0018305605,0.0008028337],"domain_scores_gemma":[0.9945018,0.00073667447,0.00042826234,0.0032340274,0.00082648307,0.00027275193],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0017713665,0.00034734543,0.0005184245,0.0018937424,0.0012870202,0.001837158,0.018361775,0.00037123633,0.00000841937],"category_scores_gemma":[0.0002916512,0.0003419115,0.00019361156,0.003258533,0.00088441244,0.008153226,0.009264123,0.001452241,0.00009737361],"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":[0.00016262718,0.00008047645,0.00007684686,0.00016526693,0.00029496427,0.0007838841,0.00017535753,0.000010739465,0.00006539876,0.84099656,0.15656897,0.0006188906],"study_design_scores_gemma":[0.0009076721,0.00016210091,0.00008449568,0.0003527121,0.00008496394,0.000003344179,0.0018625328,0.000109906905,0.00025216409,0.000039258077,0.9958324,0.00030845063],"about_ca_topic_score_codex":0.010390165,"about_ca_topic_score_gemma":0.0013378662,"teacher_disagreement_score":0.84095734,"about_ca_system_score_codex":0.0008409195,"about_ca_system_score_gemma":0.00249515,"threshold_uncertainty_score":0.99990326},"labels":[],"label_agreement":null},{"id":"W6980863063","doi":"","title":"Cymatic Bricolage:
\\nVisualizing everyday aural experience","year":2010,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Sound (geography); Bricolage; Sight; Object (grammar)","score_opus":0.07680539839681072,"score_gpt":0.3842043155286176,"score_spread":0.3073989171318069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980863063","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26257202,0.00012187182,0.000015558328,0.000224716,0.0012082455,0.0009649645,0.000015338654,0.00011049535,0.7347668],"genre_scores_gemma":[0.30016273,0.00061278965,0.00014076135,0.000025715077,0.00029110393,0.0000019394483,0.00006077093,0.00003583492,0.69866836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931367,0.0018812405,0.00032564456,0.0011651643,0.0021455924,0.0013456752],"domain_scores_gemma":[0.9964244,0.0004770603,0.00036777853,0.0007123161,0.0011623997,0.00085604406],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001632667,0.00044556495,0.0007366176,0.00051111536,0.013177679,0.0007304618,0.00408744,0.0012100937,0.000029572799],"category_scores_gemma":[0.0003524104,0.00055296,0.0004455009,0.0024793951,0.0014741779,0.0017578809,0.0006402855,0.0027510894,0.000104550556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000317166,0.00020663058,0.00092825695,0.000087690896,0.00014909342,0.0007806105,0.0705895,0.0000024604415,0.0008868902,0.92046946,0.0048618345,0.00072043133],"study_design_scores_gemma":[0.0005555387,0.00011728121,0.0023193243,0.00015568928,0.00007583126,0.0000018662598,0.17104375,0.00001559702,0.00014915272,0.000048477334,0.8249287,0.0005887891],"about_ca_topic_score_codex":0.119558394,"about_ca_topic_score_gemma":0.06494352,"teacher_disagreement_score":0.92042094,"about_ca_system_score_codex":0.0040288926,"about_ca_system_score_gemma":0.0023606028,"threshold_uncertainty_score":0.9997945},"labels":[],"label_agreement":null},{"id":"W6980930668","doi":"","title":"Dear Classroom: A speculative look into post-secondary classroom design","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Participatory action research; Action research; Curriculum; Indigenous; Indigenous education; Power structure; Citizen journalism; Action (physics)","score_opus":0.11762983266814861,"score_gpt":0.43240115494441633,"score_spread":0.3147713222762677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980930668","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07483772,0.000576069,0.0002357346,0.00092214986,0.001292304,0.0031423133,0.000100331774,0.00019882001,0.91869456],"genre_scores_gemma":[0.109323405,0.0009806021,0.0026193683,0.00019762058,0.00028231688,0.000013270202,0.0015679831,0.00013415555,0.88488126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9784799,0.016145239,0.0007981132,0.0016461624,0.0013878237,0.0015427213],"domain_scores_gemma":[0.9872481,0.002496849,0.00092166493,0.0023322748,0.0061527537,0.0008483543],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0027386923,0.00067890325,0.0011008411,0.0015589143,0.010240396,0.0002453207,0.0048701447,0.0020729823,0.00014633193],"category_scores_gemma":[0.00053264457,0.0008588593,0.00042821065,0.0020099333,0.0005682094,0.0009110802,0.0018236624,0.008650248,0.0005205956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0050758845,0.0003105692,0.0022894964,0.0013288304,0.0006178167,0.0021128803,0.027402628,0.000015590436,0.0017116864,0.94715685,0.009466344,0.0025114263],"study_design_scores_gemma":[0.002922396,0.0008400575,0.0053896196,0.004421098,0.00027425672,0.00001889066,0.39788565,0.00030307198,0.00086031435,0.0006492505,0.58515704,0.0012783272],"about_ca_topic_score_codex":0.022700043,"about_ca_topic_score_gemma":0.013854024,"teacher_disagreement_score":0.9465076,"about_ca_system_score_codex":0.0056041447,"about_ca_system_score_gemma":0.015885428,"threshold_uncertainty_score":0.9993862},"labels":[],"label_agreement":null},{"id":"W6981222308","doi":"","title":"Drawing from experience: exploring identity with individuals
\\nhealing from brain injury","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Augustinian Studies and Theology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acquired brain injury; Coping (psychology); Psychology of self; Phenomenology (philosophy); Qualitative research; Lived experience; Identity (music); Rehabilitation; Interpretative phenomenological analysis; Cognition","score_opus":0.12355671162113588,"score_gpt":0.3003382686848471,"score_spread":0.1767815570637112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981222308","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10246229,0.00024498155,0.00005063621,0.00019728548,0.00078804896,0.0007480854,0.00078129146,0.00023447332,0.8944929],"genre_scores_gemma":[0.050511107,0.0003295469,0.00015839058,0.00007145616,0.00090998213,0.0000052854384,0.0002654283,0.00023815577,0.94751066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950497,0.0012859676,0.00025366427,0.0013428936,0.0011656263,0.00090213475],"domain_scores_gemma":[0.99761814,0.0004316249,0.00040033978,0.0009823414,0.00022194826,0.00034559277],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051491114,0.0005147499,0.0008027731,0.0010719607,0.0047563254,0.0006925386,0.0032496245,0.00028339293,0.0022987027],"category_scores_gemma":[0.0000420581,0.000582586,0.00018222103,0.00050259556,0.0018523928,0.0017478688,0.0034383843,0.001617236,0.00012650785],"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":[0.0004511694,0.00012777204,0.00424536,0.00003110611,0.0007993692,0.0018221245,0.028625779,0.0000037233194,0.000020586658,0.92134255,0.04226092,0.00026953203],"study_design_scores_gemma":[0.0010666822,0.00023378283,0.00043329873,0.00023843056,0.00013552293,0.000002588054,0.13385184,0.000004417878,0.000018616242,0.00015180004,0.8632619,0.00060114765],"about_ca_topic_score_codex":0.1433844,"about_ca_topic_score_gemma":0.02761799,"teacher_disagreement_score":0.92119074,"about_ca_system_score_codex":0.0009059225,"about_ca_system_score_gemma":0.00048997306,"threshold_uncertainty_score":0.9996626},"labels":[],"label_agreement":null},{"id":"W6981501142","doi":"","title":"Empowering spaces: Customizable furniture solutions for Toronto's mobile communities","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Personalization; End user; Field (mathematics); User interface; User experience design; Focus (optics); Flexibility (engineering); Mobile device; Agency (philosophy)","score_opus":0.06563723075737733,"score_gpt":0.33988855019608255,"score_spread":0.27425131943870523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981501142","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021679177,0.0012766867,0.0007727978,0.00009998322,0.0006752372,0.005366213,0.00231071,0.00084870454,0.9884329],"genre_scores_gemma":[0.0025278588,0.0012601689,0.0011977375,0.000017810686,0.0002533539,0.000013708133,0.0005134196,0.0006134049,0.9936025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.992298,0.002481299,0.00034764706,0.001396757,0.0012242602,0.0022520095],"domain_scores_gemma":[0.9939989,0.0006803293,0.00052018056,0.0026712087,0.0014082001,0.0007211802],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018433445,0.00092206267,0.001287356,0.0031168743,0.006010426,0.000906059,0.0070228707,0.0014710061,0.00017384083],"category_scores_gemma":[0.000078099416,0.0012135564,0.0005902381,0.002322634,0.001775361,0.0018930892,0.004331199,0.0020957908,0.00036065953],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088052615,0.0003439817,0.00007859185,0.00030954854,0.000844928,0.0003320573,0.0008337222,0.00016257577,0.0002148432,0.6466231,0.34923574,0.0001403941],"study_design_scores_gemma":[0.0033350317,0.0003788259,0.000026871621,0.0012501981,0.0004227979,0.000014936179,0.05032259,0.00022261297,0.00008848139,0.000032874843,0.9428258,0.0010790126],"about_ca_topic_score_codex":0.11211599,"about_ca_topic_score_gemma":0.06765857,"teacher_disagreement_score":0.64659023,"about_ca_system_score_codex":0.0069363248,"about_ca_system_score_gemma":0.0036479495,"threshold_uncertainty_score":0.9998253},"labels":[],"label_agreement":null},{"id":"W6981891974","doi":"","title":"Four Corners, Four Angels, Ten Stones, Ten Veils","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Jewish and Middle Eastern 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":"Judaism; Narrative; Oppression; Prayer; Agency (philosophy); Colonialism; Humanity; Face (sociological concept)","score_opus":0.10236871862744017,"score_gpt":0.34265486172136417,"score_spread":0.240286143093924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981891974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09045832,0.00083633675,0.000007531157,0.00044295145,0.0012887943,0.0016219548,0.00014163212,0.00016743556,0.905035],"genre_scores_gemma":[0.16010945,0.0013930209,0.00007087502,0.000027793034,0.00032228304,0.0000032319008,0.00028994188,0.0000568975,0.83772653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99120104,0.0031683818,0.0003060161,0.0014102226,0.0024140102,0.0015003372],"domain_scores_gemma":[0.99624306,0.0003909757,0.0004376513,0.0008805447,0.0012683718,0.0007793788],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020444368,0.00052444,0.0008156907,0.0013838515,0.010022014,0.0006052121,0.004851826,0.0007027945,0.000032250635],"category_scores_gemma":[0.00020798766,0.0006794217,0.00040551086,0.0025591515,0.0010029015,0.0015595885,0.0013434015,0.0021229049,0.00013301917],"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":[0.0010678107,0.0002314011,0.009665188,0.00010505631,0.0005554381,0.0052448283,0.007141838,0.0000070994074,0.00015134084,0.96316,0.0074190996,0.0052509485],"study_design_scores_gemma":[0.0011542459,0.00024999728,0.009058181,0.00014643182,0.00020745904,0.000011225627,0.20938046,0.0000055584105,0.00003606118,0.00012878222,0.77894586,0.00067572505],"about_ca_topic_score_codex":0.04805197,"about_ca_topic_score_gemma":0.04570394,"teacher_disagreement_score":0.9630312,"about_ca_system_score_codex":0.0033773743,"about_ca_system_score_gemma":0.0038041999,"threshold_uncertainty_score":0.9995657},"labels":[],"label_agreement":null},{"id":"W6981951082","doi":"","title":"Future through Memory - Virtual Storytelling in Toronto's Chinatown","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Memory work; Chinatown; Storytelling; Participatory culture; Collective memory; Narrative; Agency (philosophy); Placemaking; Cultural memory","score_opus":0.062433430025744356,"score_gpt":0.38103742348079755,"score_spread":0.3186039934550532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981951082","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1016012,0.00075188855,0.000011399459,0.0006265765,0.00245677,0.0008718146,0.000015411917,0.00006180661,0.89360315],"genre_scores_gemma":[0.12769096,0.006368491,0.00022120563,0.000030255918,0.00062997086,0.0000016084132,0.00026072,0.000038606548,0.8647582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924794,0.0037993523,0.00027369213,0.0010602257,0.0014953217,0.00089203264],"domain_scores_gemma":[0.99747676,0.0003096005,0.00027811847,0.00068523496,0.0008349604,0.0004153513],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019794393,0.00034551776,0.00051746523,0.0004506139,0.0044099437,0.00057442934,0.002531194,0.00081144023,0.00018717439],"category_scores_gemma":[0.00009946698,0.00047213477,0.0002192515,0.0015667947,0.00037571002,0.0031919896,0.0003365619,0.0020180054,0.000047347286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000381952,0.00033491143,0.0002612902,0.000054200114,0.00013620716,0.0012315793,0.04944836,0.000026493943,0.00009333625,0.9423912,0.0031885954,0.0024518466],"study_design_scores_gemma":[0.0005005759,0.00006175167,0.0015581608,0.00014401706,0.00004372205,0.0000012241649,0.41594625,0.0000031813966,0.00007980532,0.000028657281,0.5813227,0.00030995754],"about_ca_topic_score_codex":0.17513452,"about_ca_topic_score_gemma":0.22523212,"teacher_disagreement_score":0.94236255,"about_ca_system_score_codex":0.0074889567,"about_ca_system_score_gemma":0.004921354,"threshold_uncertainty_score":0.999773},"labels":[],"label_agreement":null},{"id":"W6982280317","doi":"","title":"How to make a city fall in love with an animal: Communication Strategies for Urban Wildlife Inclusion and, A Case Study on Opossums in Toronto, Ontatio.","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wildlife; Inclusion (mineral); Agency (philosophy); Population; Autonomy; Anthropocentrism; Wildlife management","score_opus":0.08446144697608228,"score_gpt":0.3583327029677749,"score_spread":0.27387125599169265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982280317","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45790663,0.000058822014,0.000026578273,0.00029714275,0.000037957157,0.0073590353,0.00027153397,0.00022719134,0.5338151],"genre_scores_gemma":[0.55072033,0.000078623765,0.000626647,0.000021266564,0.000047238114,0.000009702478,0.00008053925,0.0005744133,0.44784123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99240494,0.0031678951,0.00030044647,0.0018376084,0.0012656916,0.001023414],"domain_scores_gemma":[0.99609864,0.0004602221,0.000377745,0.0018500412,0.00054957817,0.00066378614],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021539752,0.0006938758,0.0009544446,0.0035948604,0.0012866758,0.00088470994,0.0030606152,0.00060178404,0.000003065863],"category_scores_gemma":[0.000085159285,0.0008196555,0.000094786476,0.0029079295,0.0006102359,0.0024166615,0.0037298314,0.0013187542,0.000028165197],"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":[0.029695824,0.005400025,0.06359699,0.0003306922,0.00082238286,0.09340004,0.086222224,0.00014257412,0.00042562166,0.7095051,0.009680199,0.0007783451],"study_design_scores_gemma":[0.013402178,0.0103153065,0.01821708,0.0016395915,0.00020194623,0.00020622656,0.7308263,0.00025689413,0.00001629685,0.00003561938,0.22327411,0.0016084419],"about_ca_topic_score_codex":0.4707118,"about_ca_topic_score_gemma":0.9475637,"teacher_disagreement_score":0.70946944,"about_ca_system_score_codex":0.007757442,"about_ca_system_score_gemma":0.0014023965,"threshold_uncertainty_score":0.9994254},"labels":[],"label_agreement":null},{"id":"W6982374523","doi":"","title":"Imago Mundi great and north [Exhibition catalogue]","year":2018,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","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":"Imago; Indigenous","score_opus":0.06524281982841192,"score_gpt":0.24767527874002263,"score_spread":0.1824324589116107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982374523","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006418708,0.0002046267,0.0000061375613,0.00027898897,0.00036580028,0.0009459431,0.0006103325,0.00021319049,0.99095625],"genre_scores_gemma":[0.0056871977,0.0006343933,0.00004144152,0.000043133303,0.00060977833,6.9949255e-7,0.0009697775,0.00005165748,0.9919619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967492,0.00045282373,0.00022039546,0.0011190106,0.00067213195,0.0007864422],"domain_scores_gemma":[0.9972642,0.000112325884,0.00025568897,0.0009104439,0.0010705007,0.00038683205],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0004008589,0.0004999951,0.0005987208,0.0007879409,0.0048563876,0.00061767694,0.0021329538,0.0007084884,0.00005290601],"category_scores_gemma":[0.000025004587,0.00055668066,0.00020586725,0.00018411037,0.0048852833,0.0015136371,0.0015703654,0.0016570584,0.00025316892],"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":[0.0002365844,0.0000648219,0.00012769636,0.00008247839,0.00022136333,0.001372787,0.0048216823,2.2425291e-7,0.000013778778,0.790093,0.20269512,0.00027048882],"study_design_scores_gemma":[0.0009445346,0.00048603953,0.00015743249,0.00021744389,0.0002186257,0.00004928569,0.0075917714,0.0000067383926,0.000026808179,0.00092966226,0.9887534,0.000618295],"about_ca_topic_score_codex":0.0055063353,"about_ca_topic_score_gemma":0.05809935,"teacher_disagreement_score":0.7891633,"about_ca_system_score_codex":0.001287402,"about_ca_system_score_gemma":0.0008711555,"threshold_uncertainty_score":0.99968845},"labels":[],"label_agreement":null},{"id":"W6982472304","doi":"","title":"Improving Legibility of User Interfaces for Low Vision Conditions with a Crowdsource Platform","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Academic Writing and Publishing","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":"Ontario College of Art and Design","funders":"","keywords":"Legibility; Personalization; Typography; Crowdsourcing; Focus (optics); Font; Variety (cybernetics)","score_opus":0.06456884564712662,"score_gpt":0.3011403084540394,"score_spread":0.23657146280691277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982472304","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013745663,0.000034745124,0.00016082493,0.00016930548,0.0002712363,0.0012776746,0.0006367971,0.00033469003,0.98336905],"genre_scores_gemma":[0.057783805,0.000035867637,0.00014011895,0.000009019309,0.0003194658,0.0000014936873,0.00008363055,0.00023188021,0.94139475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974903,0.00029235258,0.00022780545,0.00077622605,0.00061775686,0.00059554965],"domain_scores_gemma":[0.99756336,0.0005284787,0.00042981657,0.0006008261,0.0006521572,0.00022538418],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009769822,0.00031327523,0.00053120655,0.001116322,0.0017040465,0.0005705685,0.0019049902,0.000430964,0.000045503115],"category_scores_gemma":[0.00010146676,0.00032267306,0.00016631254,0.0003872401,0.0015252325,0.0015979412,0.00067754014,0.0010486821,0.00002254938],"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":[0.00049002684,0.00011912209,0.00015162078,0.00041422332,0.00022643444,0.0001081234,0.0032767737,0.000010390915,0.00013940787,0.89351225,0.10128498,0.00026664327],"study_design_scores_gemma":[0.0013310444,0.00046358778,0.000053346626,0.001312176,0.000119208526,0.0000043213627,0.032053053,0.00010209126,0.00015425854,0.000046801604,0.963957,0.00040307292],"about_ca_topic_score_codex":0.024896096,"about_ca_topic_score_gemma":0.016430233,"teacher_disagreement_score":0.89346546,"about_ca_system_score_codex":0.00051087874,"about_ca_system_score_gemma":0.00060638465,"threshold_uncertainty_score":0.9999225},"labels":[],"label_agreement":null},{"id":"W6982620915","doi":"","title":"Is the Greenest Building the One Already Standing: A Synthesis Map","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Context (archaeology); Global warming; Climate change; Carbon fibers; Embodied energy; Climate change mitigation; Built environment","score_opus":0.18441529749084118,"score_gpt":0.3805988777260274,"score_spread":0.19618358023518623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982620915","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027381445,0.0008201434,0.000088437766,0.0046229186,0.0006028815,0.0021109427,0.0002264463,0.00013557458,0.9886545],"genre_scores_gemma":[0.018285614,0.00032256817,0.0001352409,0.00012435894,0.00036019293,0.0000072681355,0.00004727451,0.0002260764,0.9804914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889806,0.0053794472,0.00031975808,0.0017979965,0.0019383718,0.0015838317],"domain_scores_gemma":[0.99306744,0.0021169402,0.00030972788,0.003371759,0.00056331937,0.00057083135],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0029417975,0.0005891132,0.0008148616,0.0010619075,0.0034472833,0.00065156183,0.0071998495,0.0009837421,0.001511682],"category_scores_gemma":[0.00019027958,0.0005028143,0.0005010218,0.002493676,0.0029815536,0.00033887997,0.002878625,0.002725261,0.0005027234],"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":[0.000548269,0.00044443144,0.0038746113,0.00014518252,0.0011147851,0.002470829,0.0010414596,0.000001001419,0.00021932871,0.7096858,0.27980942,0.00064487895],"study_design_scores_gemma":[0.00088078366,0.00016153119,0.0022474607,0.0005150349,0.00025364885,0.000045342087,0.033906978,0.000010921983,0.00023954838,0.000082978586,0.96109635,0.00055942533],"about_ca_topic_score_codex":0.051442653,"about_ca_topic_score_gemma":0.005074016,"teacher_disagreement_score":0.70960283,"about_ca_system_score_codex":0.0013518956,"about_ca_system_score_gemma":0.0014264076,"threshold_uncertainty_score":0.9997423},"labels":[],"label_agreement":null},{"id":"W6982733877","doi":"","title":"“Knitting Ourselves into a Bigger World\": Local/Global Dynamics in the
\\n“New Newfoundland Aesthetic” on Fogo Island","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Leverage (statistics); CobB; World heritage; Work (physics); International airport","score_opus":0.06596138171646129,"score_gpt":0.29025497991893345,"score_spread":0.22429359820247216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982733877","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03440293,0.0003069577,0.000025986918,0.000407297,0.001389792,0.00085758726,0.00038646883,0.000029144669,0.96219385],"genre_scores_gemma":[0.1368065,0.00027334128,0.000051057374,0.000039001097,0.00008696749,0.0000015818233,0.0002958979,0.000027685597,0.862418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968011,0.0002813963,0.0004276782,0.0013671825,0.00029506977,0.0008276219],"domain_scores_gemma":[0.9974555,0.00014549374,0.0006836253,0.0012049222,0.00021504768,0.0002954122],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014560433,0.00045215615,0.0008267919,0.0014840735,0.0025905138,0.0011780072,0.004044312,0.00041747952,0.0000739333],"category_scores_gemma":[0.000094100054,0.00052314275,0.00029916718,0.0011198351,0.0005475755,0.0010585892,0.00047524486,0.0011295136,0.0016419635],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005670801,0.0002179279,0.011075424,0.0000613171,0.00014774578,0.00047507702,0.0015749916,0.00006151654,4.5232196e-7,0.949233,0.032902475,0.0036830264],"study_design_scores_gemma":[0.0019292735,0.00018982979,0.011315479,0.00047426313,0.000055409688,0.000011951841,0.031089611,0.00045165216,0.000002414247,0.0031338593,0.95060194,0.0007442965],"about_ca_topic_score_codex":0.054301392,"about_ca_topic_score_gemma":0.17924678,"teacher_disagreement_score":0.9460991,"about_ca_system_score_codex":0.0039331904,"about_ca_system_score_gemma":0.0009821841,"threshold_uncertainty_score":0.9998905},"labels":[],"label_agreement":null},{"id":"W6982758295","doi":"","title":"Knowledge transfer and decision making in municipal government: A case study on The City of Calgary","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Knowledge transfer; Knowledge sharing; Openness to experience; Corporate governance; Organizational learning; Qualitative research; Organizational culture; Technology transfer","score_opus":0.08910495801542287,"score_gpt":0.34843211561173204,"score_spread":0.2593271575963092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982758295","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3029681,0.000121772675,0.00005883017,0.000018627288,0.000092923234,0.002892685,0.00017464811,0.00005586207,0.6936165],"genre_scores_gemma":[0.48406458,0.000081522696,0.00007064435,0.000005220935,0.000023234903,0.000001410335,0.000003797397,0.00014499432,0.5156046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916949,0.004021867,0.00037794965,0.0014475702,0.0016186727,0.00083901174],"domain_scores_gemma":[0.99583924,0.0015973024,0.0002153933,0.0017425346,0.0003115675,0.00029393903],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002573447,0.00061253837,0.0009695619,0.002846018,0.0012609914,0.00019117331,0.0033323506,0.0006426428,0.00002636558],"category_scores_gemma":[0.00014148414,0.0006135077,0.0002178593,0.0038631621,0.001239404,0.00042441278,0.002638898,0.0022259983,0.000044019624],"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":[0.0045998893,0.0027023924,0.012758522,0.00017368596,0.0007909,0.047079522,0.005409531,0.000008611455,0.0001578217,0.9190119,0.0052631395,0.0020441199],"study_design_scores_gemma":[0.017611787,0.002796953,0.015713975,0.00820027,0.0010660413,0.00046712585,0.1507794,0.00068981614,0.00024457905,0.00011282554,0.80012614,0.002191079],"about_ca_topic_score_codex":0.031122314,"about_ca_topic_score_gemma":0.05022661,"teacher_disagreement_score":0.91889906,"about_ca_system_score_codex":0.0027402495,"about_ca_system_score_gemma":0.0010253881,"threshold_uncertainty_score":0.99963164},"labels":[],"label_agreement":null},{"id":"W6983616544","doi":"","title":"Navigating Older Adult Care: A Stakeholders and Systems Perspective","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Baby boom; Health care; Leverage (statistics); Older people; Stakeholder; Population ageing; Government (linguistics); Qualitative research; Perspective (graphical)","score_opus":0.0377968136146689,"score_gpt":0.27668135729769083,"score_spread":0.23888454368302192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983616544","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013676271,0.0031964148,0.0015518905,0.000065432854,0.00070847647,0.0010106823,0.000082427534,0.0005311342,0.9914859],"genre_scores_gemma":[0.034358058,0.0022716832,0.0017934252,0.000007962614,0.0002562416,0.0000027590486,0.00010653335,0.00051882386,0.96068454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721295,0.00047389037,0.0001804842,0.00087683456,0.0005370254,0.000718828],"domain_scores_gemma":[0.99802864,0.000119412834,0.00010532446,0.0006933282,0.00067102077,0.00038226985],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019388975,0.00045583266,0.0005797491,0.0006185059,0.0006742355,0.00031097006,0.001144603,0.0007342917,0.00001647324],"category_scores_gemma":[0.000041573345,0.0006358884,0.00010879894,0.0011419785,0.0005504624,0.00038779923,0.0005545109,0.0017636695,0.000012434438],"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":[0.00003948526,0.00004127061,0.00035368573,0.0008257296,0.0007527861,0.0026468292,0.0033490201,0.01609804,0.00020318746,0.9584291,0.017057912,0.00020297509],"study_design_scores_gemma":[0.003027002,0.00013370055,0.00019474242,0.0034021111,0.00023345629,0.00014195849,0.15883476,0.011413095,0.00019346588,0.000005675575,0.8207719,0.0016481533],"about_ca_topic_score_codex":0.00679295,"about_ca_topic_score_gemma":0.0006343363,"teacher_disagreement_score":0.9584234,"about_ca_system_score_codex":0.0019643558,"about_ca_system_score_gemma":0.00031145255,"threshold_uncertainty_score":0.9998209},"labels":[],"label_agreement":null},{"id":"W6984922640","doi":"","title":"a soft felt logic","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Situated; Craft; Focus (optics); Subject (documents); Space (punctuation); Clothing; Action (physics)","score_opus":0.11046319046024114,"score_gpt":0.30953008061207765,"score_spread":0.1990668901518365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6984922640","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0214362,0.00042878644,0.000014850018,0.00024770424,0.001890106,0.0011764106,0.00012603443,0.0002870793,0.97439283],"genre_scores_gemma":[0.08053322,0.00028209668,0.00003910697,0.00003509261,0.0005976988,0.0000014353725,0.00045468035,0.00008102839,0.91797566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99528855,0.00083060394,0.00031387783,0.0013795195,0.0011892624,0.000998166],"domain_scores_gemma":[0.99689823,0.0002879227,0.00022912634,0.00092425494,0.0011758484,0.00048463972],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007824868,0.00058592606,0.00071396225,0.0017945401,0.0038093112,0.0019620925,0.003035722,0.00062049914,0.00015357875],"category_scores_gemma":[0.000046942165,0.0006672855,0.00047014398,0.00069411576,0.0009330823,0.0014062133,0.0005633967,0.0021299066,0.001291624],"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":[0.0010049355,0.00020581401,0.00001688475,0.0003384058,0.00036094125,0.0043614795,0.015870515,0.0000052836126,0.00022284655,0.9384515,0.038329046,0.000832296],"study_design_scores_gemma":[0.00076538866,0.00035190524,0.000078013225,0.0004478319,0.000290213,0.000014251597,0.07609014,0.000076612996,0.00014228855,0.0013045528,0.9197093,0.00072949386],"about_ca_topic_score_codex":0.008566969,"about_ca_topic_score_gemma":0.015553263,"teacher_disagreement_score":0.937147,"about_ca_system_score_codex":0.0012687107,"about_ca_system_score_gemma":0.0016864021,"threshold_uncertainty_score":0.9995778},"labels":[],"label_agreement":null},{"id":"W6984961682","doi":"","title":"LAND|MINE","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Imaginary; Indigenous; Frontier; Natural (archaeology); Resistance (ecology); Decolonization; Natural resource","score_opus":0.0652753490444142,"score_gpt":0.3690015987593371,"score_spread":0.3037262497149229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6984961682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15889229,0.000070410155,0.0000016759632,0.00073267025,0.0008711328,0.0009829671,0.000056847104,0.00013846564,0.83825356],"genre_scores_gemma":[0.28208026,0.0006711724,0.00005851817,0.000009955203,0.0002637913,9.621133e-7,0.00011308328,0.000032342967,0.71676993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994326,0.0018022262,0.00024479267,0.001031233,0.00150087,0.0010948915],"domain_scores_gemma":[0.9959656,0.00047614728,0.00032689713,0.0007864188,0.0017794629,0.0006654591],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011704499,0.0003720907,0.0005093983,0.0019747703,0.0076060854,0.0006401792,0.0041858824,0.00078348606,0.000086508495],"category_scores_gemma":[0.00019582639,0.0004327583,0.00036837033,0.001809854,0.0012307327,0.0021008048,0.00047683922,0.0014271722,0.00046773726],"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":[0.00095712766,0.0001831405,0.0022772106,0.000040738483,0.00026102914,0.0010259155,0.0037271136,0.0000010631851,0.0007622619,0.9827823,0.0076456675,0.0003364146],"study_design_scores_gemma":[0.0008142275,0.00022517868,0.004634516,0.00034591282,0.00013859669,0.000004614456,0.06874407,0.0000018342663,0.00031476864,0.00023487475,0.923968,0.00057338586],"about_ca_topic_score_codex":0.05600234,"about_ca_topic_score_gemma":0.18337321,"teacher_disagreement_score":0.98254746,"about_ca_system_score_codex":0.0016990257,"about_ca_system_score_gemma":0.0019770872,"threshold_uncertainty_score":0.9998124},"labels":[],"label_agreement":null},{"id":"W6984983043","doi":"","title":"Weaving Change","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weaving; Work (physics); Plan (archaeology); Order (exchange); Action plan","score_opus":0.17273249967133297,"score_gpt":0.2758918752934395,"score_spread":0.10315937562210653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6984983043","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015328654,0.00016100172,0.0000048994166,0.00047696862,0.00092533353,0.0012496546,0.00018656589,0.00023870013,0.9966036],"genre_scores_gemma":[0.0014477853,0.00039699132,0.000047634177,0.00013838366,0.0008446625,7.4082504e-7,0.00011176217,0.00015308667,0.99685895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974148,0.0004271195,0.00018142472,0.00059279375,0.0007318107,0.000652001],"domain_scores_gemma":[0.99813384,0.00009008126,0.00031219554,0.00084989733,0.0003368294,0.0002771435],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003395164,0.0003472693,0.00047977027,0.0013219173,0.0016553052,0.0012047922,0.0028886239,0.0003762975,0.00042173412],"category_scores_gemma":[0.0000075121284,0.0003848359,0.00017896759,0.0003775987,0.00071241206,0.003358251,0.0013509153,0.000798854,0.0016194698],"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":[0.000088589426,0.000045872264,0.00006103548,0.00015346741,0.00014003564,0.00015746497,0.004461151,3.2713524e-7,0.0000028425272,0.7614001,0.2331714,0.00031768417],"study_design_scores_gemma":[0.0008091568,0.0001385123,0.00003605271,0.00036727387,0.00005124905,0.000003441222,0.021920808,0.00003436226,0.000011409069,0.000022203418,0.976141,0.0004645706],"about_ca_topic_score_codex":0.024257423,"about_ca_topic_score_gemma":0.0038551148,"teacher_disagreement_score":0.76137793,"about_ca_system_score_codex":0.00038155733,"about_ca_system_score_gemma":0.00042749348,"threshold_uncertainty_score":0.99986035},"labels":[],"label_agreement":null},{"id":"W6985021221","doi":"","title":"Host & Compost","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Metaphor; Compost; Host (biology)","score_opus":0.07715572102030317,"score_gpt":0.34222668280730156,"score_spread":0.2650709617869984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6985021221","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27371252,0.00038727166,0.000003676006,0.00069232547,0.00061866036,0.0011453333,0.00006617862,0.0001469413,0.7232271],"genre_scores_gemma":[0.13517943,0.0012064973,0.00009428852,0.00007180079,0.00020976929,8.157543e-7,0.00093136856,0.00006159473,0.8622444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99564916,0.0006616239,0.00027861266,0.0013362627,0.0012220943,0.0008522343],"domain_scores_gemma":[0.9972286,0.00025479982,0.00016202581,0.00084650953,0.0007663624,0.00074168586],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047673215,0.00049693906,0.00079148135,0.0013799208,0.0012867235,0.00029111974,0.0016989663,0.0008939801,0.000032061336],"category_scores_gemma":[0.00008548232,0.00052814814,0.00047023263,0.0022442199,0.00049826613,0.0004674901,0.000603452,0.0029796516,0.0010147423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075461827,0.0006655363,0.0015261945,0.001075447,0.00060029584,0.013892578,0.00085472583,0.000004471546,0.005406215,0.93962234,0.028152954,0.000653073],"study_design_scores_gemma":[0.0018606345,0.000871706,0.00975711,0.00038522674,0.0006417888,0.0000867219,0.0037813396,0.000026765158,0.00028444905,0.00010534896,0.98161256,0.00058633386],"about_ca_topic_score_codex":0.0029696033,"about_ca_topic_score_gemma":0.0013744541,"teacher_disagreement_score":0.9534596,"about_ca_system_score_codex":0.0007351011,"about_ca_system_score_gemma":0.0014974533,"threshold_uncertainty_score":0.9997631},"labels":[],"label_agreement":null},{"id":"W6985056840","doi":"","title":"Intimate Spaces","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Romance; Hollywood; Normative; Movie theater; Framing (construction); Mainstream; Comedy; Context (archaeology)","score_opus":0.09055944402683169,"score_gpt":0.2751757717469737,"score_spread":0.18461632772014203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6985056840","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036631007,0.00069914205,0.000014749397,0.00014113392,0.0026448013,0.0005773698,0.00038062828,0.00006159824,0.95884955],"genre_scores_gemma":[0.01766712,0.0012954811,0.00021105437,0.000015464217,0.000108572094,9.007943e-7,0.00032244722,0.000041187872,0.9803378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966403,0.00022782154,0.00041756674,0.0016261752,0.00022601892,0.0008620798],"domain_scores_gemma":[0.99754494,0.000112606314,0.0005460837,0.00096332567,0.0004823717,0.0003506838],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00120872,0.00039899256,0.0009667349,0.0014159309,0.0021304484,0.00097539026,0.0026224416,0.00052416394,0.00026254478],"category_scores_gemma":[0.00009008637,0.00058240764,0.00036737087,0.0013954384,0.00046062536,0.0013357587,0.00090572203,0.0009904369,0.0042126058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024582815,0.00013640981,0.0010936884,0.00010736029,0.00043689169,0.0007853844,0.001469226,0.00001418266,0.000045814246,0.94733524,0.048202675,0.00012728997],"study_design_scores_gemma":[0.0009841284,0.00007629777,0.0014042056,0.00015549989,0.000053218406,0.0000060268962,0.03002633,0.00008088646,0.00020845396,0.00040265275,0.96596736,0.0006349321],"about_ca_topic_score_codex":0.0051177456,"about_ca_topic_score_gemma":0.00095254823,"teacher_disagreement_score":0.9469326,"about_ca_system_score_codex":0.0013191401,"about_ca_system_score_gemma":0.00053662894,"threshold_uncertainty_score":0.99966276},"labels":[],"label_agreement":null},{"id":"W6986430797","doi":"","title":"Power Tools for Collaborative Modelling of Socioeco-Sustainment","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business Model Canvas; Business model; Business ecosystem; Artifact-centric business process model; Sustainable business; New business development; Business case; Interdependence; Business process modeling; Futures studies","score_opus":0.1052511846632881,"score_gpt":0.3155125543208392,"score_spread":0.2102613696575511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986430797","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005144521,0.00020973035,0.0031491588,0.00030941374,0.00023386053,0.0059680487,0.0025535983,0.00027526982,0.9867865],"genre_scores_gemma":[0.007824755,0.00031200307,0.004584422,0.000019616018,0.00015858524,0.000003822086,0.00026602726,0.00072834425,0.9861024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925065,0.0019852177,0.0004441264,0.0018527734,0.0018386138,0.0013727553],"domain_scores_gemma":[0.99424976,0.0007063669,0.0009627475,0.0013672027,0.0018600527,0.00085389044],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012670209,0.0007979878,0.001461776,0.002753969,0.0014614561,0.00044431025,0.004707114,0.0011056445,0.000060875453],"category_scores_gemma":[0.0001415501,0.0010379767,0.0005286021,0.0037703528,0.0016352745,0.0014580593,0.0018921067,0.001482535,0.00027996738],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027360157,0.000340438,0.00005915655,0.0003055653,0.0012137302,0.0009284732,0.0012850871,0.00051202235,0.0009812198,0.7804438,0.21113245,0.00006204825],"study_design_scores_gemma":[0.004022993,0.0008846412,0.000014140491,0.00047696978,0.00030221906,0.000004622376,0.022709131,0.0006141128,0.0008917425,0.00007553393,0.9690473,0.0009565825],"about_ca_topic_score_codex":0.001704967,"about_ca_topic_score_gemma":0.00024022904,"teacher_disagreement_score":0.78036827,"about_ca_system_score_codex":0.003781231,"about_ca_system_score_gemma":0.004117595,"threshold_uncertainty_score":0.99983853},"labels":[],"label_agreement":null},{"id":"W6986476470","doi":"","title":"PLAY TO PERFORM – 
\\nWHY PLAY IS THE FUTURE OF WORK","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"solar cell performance 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":"Productivity; Work (physics); Psychological intervention; Market failure; Action (physics)","score_opus":0.01650794642344489,"score_gpt":0.24025030538560685,"score_spread":0.22374235896216196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986476470","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037023881,0.00025203126,0.00038699392,0.00031719593,0.0006921838,0.0013353432,0.00010041366,0.00021174316,0.9930017],"genre_scores_gemma":[0.0050692493,0.0015945572,0.0007507737,0.000023490154,0.00047704286,0.0000012100473,0.000029834071,0.00026261862,0.99179125],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727315,0.00030223877,0.00020585068,0.00062226516,0.0008627871,0.0007337214],"domain_scores_gemma":[0.9978523,0.00012115515,0.00015035064,0.0012351407,0.000286889,0.0003541395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048709183,0.00042982903,0.0004981917,0.0012841233,0.0007326865,0.00014012578,0.0030321416,0.0006796935,0.00018851018],"category_scores_gemma":[0.000010672231,0.00039109364,0.00018587007,0.0017470046,0.00039856948,0.0005732245,0.00075675425,0.0009988348,0.000411307],"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":[0.00048536502,0.00007640357,0.0020776596,0.00021493636,0.000622124,0.0002787998,0.0016028137,0.0011878578,0.00043013488,0.13072447,0.8601379,0.002161542],"study_design_scores_gemma":[0.00082257646,0.00010503921,0.00046491963,0.00046008726,0.00007267295,0.0000061574265,0.001298353,0.0004599919,0.00062636717,0.0000031799161,0.9952017,0.0004789505],"about_ca_topic_score_codex":0.0005856208,"about_ca_topic_score_gemma":0.0005414072,"teacher_disagreement_score":0.13506381,"about_ca_system_score_codex":0.0009585104,"about_ca_system_score_gemma":0.00033333743,"threshold_uncertainty_score":0.9998541},"labels":[],"label_agreement":null},{"id":"W6986763848","doi":"","title":"Reconceptualizing Self-Advocacy and Accessibility Labour in Post-Secondary Education for Blind and Partially Sighted Learners: A Participatory Framework","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Process (computing); Citizen journalism; Partially sighted; Work (physics); Capability approach; Workflow; Outcome (game theory)","score_opus":0.09391046757430767,"score_gpt":0.37941957565136925,"score_spread":0.2855091080770616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986763848","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18136248,0.0021482504,0.00003379964,0.00028233806,0.00043738532,0.00414243,0.00033789125,0.000400894,0.81085455],"genre_scores_gemma":[0.08791835,0.00080908387,0.0025316733,0.000059370268,0.0003106392,0.000014343337,0.00012545202,0.000625099,0.907606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99252075,0.0026683963,0.00044970366,0.0023688404,0.0007753439,0.0012169379],"domain_scores_gemma":[0.9962091,0.0006315249,0.0004479263,0.001169417,0.00069098454,0.0008510606],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0023794891,0.0006959524,0.00097213633,0.0037794071,0.00093427306,0.0009117324,0.0018751337,0.0013334221,0.000042349067],"category_scores_gemma":[0.00035082016,0.0008703471,0.00018453861,0.0027331954,0.0013473334,0.0016932964,0.001649427,0.002530557,0.00016375277],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00311041,0.0009182089,0.00709864,0.0017612864,0.0008634238,0.0009244251,0.007827581,0.0000026598682,0.00076344074,0.9479164,0.026374241,0.002439318],"study_design_scores_gemma":[0.003833508,0.00047627115,0.0048746783,0.0020176524,0.0004281784,0.000025420084,0.02513023,0.00010670506,0.00018336851,0.00080233207,0.96096617,0.0011555091],"about_ca_topic_score_codex":0.0074893762,"about_ca_topic_score_gemma":0.005473285,"teacher_disagreement_score":0.94711405,"about_ca_system_score_codex":0.0019734427,"about_ca_system_score_gemma":0.00772196,"threshold_uncertainty_score":0.99996305},"labels":[],"label_agreement":null},{"id":"W6986846226","doi":"","title":"Relational Bonds as Method: Oral History and Design within the Vietnamese Diaspora","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Vietnamese; Diaspora; Vietnam War; Oral history; Narrative; Viewpoints; Politics","score_opus":0.1475791282213841,"score_gpt":0.3272663626766011,"score_spread":0.17968723445521698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986846226","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005486815,0.001936258,0.0009872303,0.0004127169,0.00044505045,0.0023436993,0.00011653175,0.00028733606,0.9929225],"genre_scores_gemma":[0.00087219576,0.00033163285,0.011690474,0.00006710852,0.00019181977,0.000002351383,0.00017323408,0.0005726059,0.9860986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98325294,0.010830131,0.00038032426,0.0021158117,0.0022868675,0.0011338962],"domain_scores_gemma":[0.994279,0.000993404,0.0007888031,0.0020421466,0.00095692236,0.0009396956],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.004992916,0.0008486643,0.0010865579,0.0030509967,0.002252853,0.0003640643,0.0040572723,0.0012530986,0.000260202],"category_scores_gemma":[0.00033374203,0.0008954917,0.00030249896,0.0031006376,0.0028824934,0.0010678027,0.0027856429,0.003325658,0.0004754595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009837928,0.00017985234,0.00025564086,0.00007167213,0.00070213154,0.005461905,0.00142668,0.00007558112,0.0007864166,0.71762735,0.27230176,0.00012718805],"study_design_scores_gemma":[0.0022291718,0.0003112302,0.0005359142,0.0004759424,0.0004018535,0.0002247925,0.0084744245,0.0003930661,0.00009793246,0.00013698994,0.9857265,0.0009922035],"about_ca_topic_score_codex":0.018220082,"about_ca_topic_score_gemma":0.0019889686,"teacher_disagreement_score":0.7174904,"about_ca_system_score_codex":0.00623984,"about_ca_system_score_gemma":0.0068352353,"threshold_uncertainty_score":0.9998311},"labels":[],"label_agreement":null},{"id":"W6986879934","doi":"","title":"Resilient Recovery: A systems analysis of disaster recovery in Canada","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Futures studies; Disaster recovery; Natural disaster; Vulnerability (computing); Disaster risk reduction; Government (linguistics); Leverage (statistics); Process (computing)","score_opus":0.034883936983652136,"score_gpt":0.26142783577130274,"score_spread":0.2265438987876506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986879934","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030887056,0.00035468396,0.000012220194,0.00004766072,0.0005983106,0.0024218163,0.003199317,0.00009791003,0.962381],"genre_scores_gemma":[0.024608081,0.000382503,0.000058727317,0.000010682284,0.00006086595,0.0000031279671,0.00059795403,0.00044979635,0.97382826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98613966,0.0062836595,0.0006811342,0.0021452408,0.0032114633,0.0015388676],"domain_scores_gemma":[0.9942045,0.00061118026,0.0011718875,0.0027581232,0.0005393271,0.00071496575],"candidate_categories":["metaepi_narrow","bibliometrics","open_science"],"consensus_categories":[],"category_scores_codex":[0.0020819565,0.0007734105,0.002206842,0.015079683,0.0008785833,0.00023518963,0.0060374606,0.000600357,0.00031205334],"category_scores_gemma":[0.00012176799,0.0010259964,0.0006057531,0.018370373,0.0006735329,0.0008661777,0.0033221275,0.0021526355,0.00009160419],"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":[0.0055252393,0.00077116437,0.038006075,0.0004995252,0.010871242,0.01482956,0.00065343716,0.013015583,0.00032885367,0.5160392,0.39927578,0.00018435818],"study_design_scores_gemma":[0.002013617,0.00032928522,0.0040951143,0.00046954435,0.0015130087,0.000013681576,0.014094087,0.0005084441,0.000018966055,0.000003533538,0.9759254,0.0010153443],"about_ca_topic_score_codex":0.98346955,"about_ca_topic_score_gemma":0.9782628,"teacher_disagreement_score":0.5766496,"about_ca_system_score_codex":0.029116554,"about_ca_system_score_gemma":0.012275867,"threshold_uncertainty_score":0.99934036},"labels":[],"label_agreement":null},{"id":"W6987024146","doi":"","title":"Review of Sandra Ingram & Anne Parker Gender and Collaboration: Communication Styles in the Engineering Classroom. Halifax: Fernwood Publishing, 2002. 125 pages.","year":2004,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Interpersonal communication; Dysfunctional family; Order (exchange); Quality (philosophy); Interpersonal relationship","score_opus":0.07697366808070877,"score_gpt":0.30771190253792846,"score_spread":0.2307382344572197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987024146","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10757811,0.02368819,0.0015222472,0.0028837838,0.00025347338,0.0016657241,0.00005796122,0.00022292984,0.8621276],"genre_scores_gemma":[0.9509987,0.03788529,0.0022435922,0.00011020091,0.00006388535,0.000003856549,0.00011648577,0.00004323377,0.008534705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844396,0.00038726244,0.00021523032,0.0002596712,0.00037120064,0.00032265775],"domain_scores_gemma":[0.99857676,0.00020183138,0.00006893163,0.0006291355,0.00037944733,0.00014386898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011420052,0.00017388043,0.00025976976,0.000477962,0.00033195197,0.00029708302,0.0011758502,0.00016622218,0.000004758722],"category_scores_gemma":[0.00013142091,0.00018999272,0.000050125873,0.0015950599,0.00016228872,0.0014984071,0.00020535493,0.0007192464,0.0000055688433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050752467,0.00014198993,0.0013063634,0.0017028966,0.00011888875,0.000065412154,0.0034754027,0.01136418,0.00066726335,0.9640651,0.016748995,0.00029275738],"study_design_scores_gemma":[0.0014041265,0.00005947613,0.010059888,0.001778103,0.00005724962,0.000032674492,0.007975756,0.00066665246,0.00025757294,0.000041361574,0.977298,0.00036909885],"about_ca_topic_score_codex":0.00070293935,"about_ca_topic_score_gemma":0.00073501765,"teacher_disagreement_score":0.9640237,"about_ca_system_score_codex":0.00048329608,"about_ca_system_score_gemma":0.0002883655,"threshold_uncertainty_score":0.7747678},"labels":[],"label_agreement":null},{"id":"W6987367221","doi":"","title":"Stickers and Glitter: The Politics of Being Bejeweled and Bedazzled and The Deep Gay Apparatus","year":2012,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Politics; Object (grammar); Heuristic; Period (music)","score_opus":0.056298368598142565,"score_gpt":0.28609857405240813,"score_spread":0.22980020545426555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987367221","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28310174,0.00074217375,0.000009678381,0.00035033427,0.00022625846,0.00082180277,0.000054692468,0.000018913159,0.7146744],"genre_scores_gemma":[0.6093398,0.0006157801,0.00001754061,0.000028667855,0.00018149051,6.3681244e-7,0.00005720429,0.000020234549,0.38973868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974146,0.000838462,0.00021596721,0.0004461793,0.00047911846,0.00060569186],"domain_scores_gemma":[0.99788135,0.0006358301,0.00023054067,0.00045440707,0.00050930155,0.00028857726],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00076739996,0.00029189134,0.00048233054,0.0003533059,0.0039641815,0.00040990612,0.00084634067,0.00022447247,0.000005361561],"category_scores_gemma":[0.00005577518,0.00023347868,0.00010391168,0.000032900734,0.003563564,0.0006304618,0.0004885521,0.000801778,0.000003211964],"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":[0.0006199935,0.000041337014,0.0004201318,0.00015957977,0.00026164114,0.00005337337,0.10065908,4.4379777e-7,0.000039076214,0.8971956,0.00032671413,0.00022302751],"study_design_scores_gemma":[0.0039452324,0.00028471206,0.004021988,0.00027778262,0.0009915575,0.000025272462,0.26063436,0.00020879331,0.00023620913,0.0028608835,0.7259034,0.00060980406],"about_ca_topic_score_codex":0.011865245,"about_ca_topic_score_gemma":0.015076121,"teacher_disagreement_score":0.89433473,"about_ca_system_score_codex":0.00018137768,"about_ca_system_score_gemma":0.0003115613,"threshold_uncertainty_score":0.9991482},"labels":[],"label_agreement":null},{"id":"W6987437867","doi":"","title":"ON SUNDAY WE WENT TO THE MUSEUM","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Reflexivity; Context (archaeology); Criticism; Frame (networking); Performance art; Table (database)","score_opus":0.10597402340167138,"score_gpt":0.3593601512541425,"score_spread":0.2533861278524711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987437867","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026804984,0.000100304846,0.000005982841,0.019123636,0.0009471223,0.0016097692,0.000028482815,0.00009169284,0.95128804],"genre_scores_gemma":[0.17624241,0.0011132321,0.000027700928,0.0001269657,0.00035155256,0.000001887981,0.00006454073,0.000023755392,0.82204795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946961,0.0017413184,0.00017087237,0.00090033497,0.0016902626,0.00080113707],"domain_scores_gemma":[0.99756545,0.00034148135,0.00017089077,0.0004831094,0.00081704295,0.0006220461],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007925264,0.00033224653,0.00043580748,0.00036376642,0.009064015,0.00057545997,0.0038999417,0.00039447573,0.0000200626],"category_scores_gemma":[0.00022688309,0.00029663884,0.00025215468,0.002136125,0.0005164308,0.00052413874,0.000622959,0.0012758923,0.0004991706],"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":[0.0009887728,0.00008818863,0.000070032445,0.000028259985,0.00017485535,0.00046922627,0.026847571,0.000012250121,0.00011837232,0.93868965,0.031036535,0.0014762558],"study_design_scores_gemma":[0.00036545546,0.0002964386,0.0008663984,0.00017641253,0.000072676994,5.40279e-7,0.11944513,0.000004097182,0.00017783386,0.00010354773,0.87815166,0.00033981836],"about_ca_topic_score_codex":0.033107575,"about_ca_topic_score_gemma":0.07234936,"teacher_disagreement_score":0.9385861,"about_ca_system_score_codex":0.0016384828,"about_ca_system_score_gemma":0.001233024,"threshold_uncertainty_score":0.99994856},"labels":[],"label_agreement":null},{"id":"W6987483301","doi":"","title":"Systems Communications: A systems-oriented approach to strategic communication","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Systems thinking; Process (computing); Field (mathematics); Set (abstract data type); Communication design; Value (mathematics); Design thinking; Strategic design","score_opus":0.17598576122609083,"score_gpt":0.3295862814636083,"score_spread":0.15360052023751747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987483301","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013501233,0.0016616202,0.00047577271,0.00027975853,0.00032989454,0.0078753,0.0009280527,0.0010161073,0.9872985],"genre_scores_gemma":[0.015982186,0.001004359,0.0024023906,0.000019937794,0.00017715912,0.00001669238,0.0011929058,0.0008446941,0.9783597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9830326,0.010594166,0.00061210874,0.0020898378,0.0022504914,0.0014207825],"domain_scores_gemma":[0.9880225,0.0004589111,0.00096682826,0.0075267074,0.0014073562,0.0016176988],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022135007,0.00096437905,0.0015292345,0.0046894117,0.0031758705,0.0013834788,0.017298616,0.0012582813,0.000006556143],"category_scores_gemma":[0.00011599286,0.001249342,0.00031588363,0.008365678,0.0017947253,0.0011393909,0.007118781,0.0032201374,0.002257504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058036804,0.00060454494,0.00009423104,0.00042255543,0.0007619512,0.0003480485,0.00062582677,0.00021383252,0.00030956254,0.8118174,0.18420795,0.0000137299185],"study_design_scores_gemma":[0.002096616,0.00028775696,0.000033232503,0.0014259975,0.00030489554,0.000056622215,0.026881306,0.0030221299,0.00000937048,0.000009384535,0.9647242,0.001148482],"about_ca_topic_score_codex":0.03996787,"about_ca_topic_score_gemma":0.0010300708,"teacher_disagreement_score":0.81180805,"about_ca_system_score_codex":0.0051595736,"about_ca_system_score_gemma":0.0024177413,"threshold_uncertainty_score":0.99965316},"labels":[],"label_agreement":null},{"id":"W6987502598","doi":"","title":"Teaching Difficult Subjects in a Digital Society: Investigating the Application of Games and Technology for Inclusive Sex Education","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Game based learning; Test (biology); Focus (optics); Subject (documents); Digital inclusion; Focus group","score_opus":0.02328253230949478,"score_gpt":0.3009077622724913,"score_spread":0.2776252299629965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987502598","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021964395,0.00019554372,0.0003063908,0.001410975,0.00005303221,0.004332056,0.0002461626,0.00019434544,0.9712971],"genre_scores_gemma":[0.14262624,0.000094980845,0.0020665321,0.0000313195,0.00013578199,0.000011760685,0.0002315366,0.00032474982,0.8544771],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970007,0.0005479551,0.00025195986,0.0010568254,0.0005867079,0.0005558293],"domain_scores_gemma":[0.9975248,0.00040387845,0.00060235383,0.0007113383,0.0005183606,0.00023926163],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007657416,0.00037818446,0.0005958227,0.0017730086,0.0011852876,0.0002152218,0.0021676756,0.00065639085,5.129932e-7],"category_scores_gemma":[0.00034455952,0.00040524974,0.00013095238,0.0034009086,0.0017957004,0.00070934964,0.0020529083,0.0015040641,0.0000122859465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016571359,0.0002617185,0.004576451,0.00037022695,0.0002621799,0.000032693853,0.0033232921,0.0000075269063,0.007820344,0.9565284,0.022671822,0.0039795935],"study_design_scores_gemma":[0.0019568778,0.0002667252,0.0003375362,0.0007020989,0.0001372735,0.000018615257,0.050804403,0.0011167079,0.00068851723,0.00051562884,0.94288707,0.00056857767],"about_ca_topic_score_codex":0.0060857385,"about_ca_topic_score_gemma":0.0012694136,"teacher_disagreement_score":0.9560128,"about_ca_system_score_codex":0.0013300732,"about_ca_system_score_gemma":0.0021981928,"threshold_uncertainty_score":0.99983996},"labels":[],"label_agreement":null},{"id":"W6987638462","doi":"","title":"Toward Meaningfully Engaging Children in Futures Work","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Futures contract; Work (physics); Affect (linguistics)","score_opus":0.05833332199951553,"score_gpt":0.2865673729238265,"score_spread":0.22823405092431098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987638462","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008928435,0.00041114324,0.000029022816,0.00023772866,0.0005655436,0.0036867582,0.00022237714,0.0005946599,0.9853243],"genre_scores_gemma":[0.022899307,0.000320685,0.000500536,0.000028368653,0.0004072932,0.0000012127226,0.00018758213,0.00095759303,0.9746974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98774815,0.0046544373,0.00042185778,0.0026539478,0.0023027512,0.002218831],"domain_scores_gemma":[0.9951907,0.00035168455,0.00063317665,0.0024584497,0.00051201525,0.00085400476],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0023003805,0.0010791089,0.0014787,0.008943046,0.0015638104,0.0006872418,0.0085108485,0.0015610809,0.000058570582],"category_scores_gemma":[0.00012927958,0.0013990294,0.00045574215,0.0075908015,0.001201345,0.001381633,0.0037940114,0.004845379,0.0033477696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013879635,0.0003556255,0.015769716,0.00013076392,0.00073335925,0.004973636,0.001232027,0.00006064076,0.00027252646,0.73232067,0.24238884,0.00037422715],"study_design_scores_gemma":[0.0044831946,0.00021919323,0.007409519,0.0015618947,0.00018962847,0.000054027794,0.0056875367,0.000016919175,0.00014464451,0.00002029726,0.97865033,0.0015627893],"about_ca_topic_score_codex":0.021478573,"about_ca_topic_score_gemma":0.0031900303,"teacher_disagreement_score":0.7362615,"about_ca_system_score_codex":0.004682373,"about_ca_system_score_gemma":0.0022779899,"threshold_uncertainty_score":0.999736},"labels":[],"label_agreement":null},{"id":"W6987691984","doi":"","title":"TRANSFORMING THE FUTURE: STRATEGIC AI ADOPTION FOR SMALL FOOD & BEVERAGE BUSINESSES","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Productivity; Small business; Production (economics); Transformative learning; Resilience (materials science); Service (business); Customer engagement","score_opus":0.07333146400083396,"score_gpt":0.29638790112591484,"score_spread":0.2230564371250809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987691984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014274432,0.000536811,0.001898549,0.0010327847,0.00083381456,0.006132106,0.0011822009,0.00048448186,0.98647183],"genre_scores_gemma":[0.0074297506,0.0008773929,0.0006687995,0.000053450196,0.0006131757,0.0000064918845,0.00036173235,0.0005077104,0.9894815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932189,0.0017920807,0.00036452466,0.0017978369,0.001267297,0.0015593859],"domain_scores_gemma":[0.9952929,0.00043412656,0.00046490296,0.0017633819,0.0015698,0.00047486986],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015170875,0.0009119215,0.0009832991,0.0035970933,0.0037714692,0.0008921871,0.0061646816,0.0013096324,0.000027760689],"category_scores_gemma":[0.000043876946,0.0009380701,0.00058407034,0.005029665,0.0011611567,0.0011962377,0.0009912568,0.0022615765,0.00016729052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016640865,0.00030903472,0.00007969314,0.0005792052,0.00097002037,0.00056276267,0.0002098115,0.00005571146,0.0005973625,0.94124496,0.05320608,0.0005212631],"study_design_scores_gemma":[0.0035882574,0.00061017205,0.00010754506,0.0008789186,0.00053221604,0.000025345278,0.007121052,0.00006821462,0.00042124384,0.00030602116,0.98536575,0.0009752616],"about_ca_topic_score_codex":0.0042898315,"about_ca_topic_score_gemma":0.012118536,"teacher_disagreement_score":0.94093895,"about_ca_system_score_codex":0.0022837066,"about_ca_system_score_gemma":0.0045745177,"threshold_uncertainty_score":0.9999869},"labels":[],"label_agreement":null},{"id":"W6987723934","doi":"","title":"Tranquil[ized] Bodies: The [Post] Post-Mortem Condition","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Contemplation; Disengagement theory; Meaning (existential); Face (sociological concept); Mindfulness; Function (biology)","score_opus":0.08113903281055877,"score_gpt":0.36749177276172396,"score_spread":0.28635273995116517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987723934","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062163245,0.00009551356,0.000016226168,0.005904235,0.00070124015,0.0017161628,0.00013404373,0.00013442492,0.9291349],"genre_scores_gemma":[0.45186734,0.0006758628,0.000025336407,0.00014092297,0.00028831774,0.0000015014133,0.0005405931,0.000043788066,0.54641634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99237555,0.0033062403,0.00027873716,0.00107473,0.0019740262,0.0009907252],"domain_scores_gemma":[0.9953315,0.00074849935,0.00040489962,0.00072389876,0.002174739,0.00061642297],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020334374,0.00042539916,0.0005812997,0.00062075956,0.010723466,0.0010366149,0.0046525756,0.0009224368,0.00003251325],"category_scores_gemma":[0.00029901322,0.00045006294,0.0004079141,0.0011822891,0.002140418,0.0016557677,0.00041150092,0.0028695697,0.00017397023],"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":[0.0010872066,0.00013179431,0.000057030604,0.00008504362,0.00025826693,0.0011495688,0.034346145,0.0000018825693,0.0016600172,0.95861065,0.0021304376,0.00048195227],"study_design_scores_gemma":[0.0009253507,0.00032539933,0.0012862837,0.00020818478,0.00019454927,0.000004578005,0.17204429,0.000013474385,0.00050171127,0.0004850511,0.8234775,0.00053364626],"about_ca_topic_score_codex":0.026806211,"about_ca_topic_score_gemma":0.030552812,"teacher_disagreement_score":0.9581256,"about_ca_system_score_codex":0.0016140043,"about_ca_system_score_gemma":0.004893048,"threshold_uncertainty_score":0.99979514},"labels":[],"label_agreement":null},{"id":"W6988052728","doi":"","title":"Walking Near Water: my relations with (through) land","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); Craft; Narrative; Reciprocal; Indigenous; Community of practice; Human settlement","score_opus":0.058231894245239925,"score_gpt":0.2749498187665497,"score_spread":0.2167179245213098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988052728","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12099757,0.00008508561,0.000015785225,0.00017749921,0.0005403158,0.0010095272,0.00009186188,0.00014293205,0.8769394],"genre_scores_gemma":[0.13930207,0.00010261031,0.00011085384,0.000018825896,0.00020004992,0.0000022972315,0.0010897577,0.00006903895,0.8591045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99567187,0.0010251573,0.00025655978,0.0010192714,0.0011692164,0.0008579369],"domain_scores_gemma":[0.9976773,0.00022728757,0.00022101199,0.00079836155,0.0007970748,0.00027893618],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006272619,0.0004449588,0.0005551251,0.00080326234,0.010076518,0.0012983833,0.0020506978,0.00030762047,0.0005675701],"category_scores_gemma":[0.0000177859,0.00044277217,0.00023006735,0.00048607306,0.00082511874,0.0019661642,0.00048135628,0.0018052923,0.00023586852],"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":[0.0017204349,0.0002099633,0.00027703802,0.000102904836,0.00033889982,0.0020449602,0.054924328,0.0000722142,0.0001006694,0.93331623,0.0066168667,0.00027550093],"study_design_scores_gemma":[0.0013418838,0.00046349358,0.00023681775,0.00015290691,0.00022230117,0.000014643625,0.09061686,0.000047255613,0.00015433508,0.00018347161,0.90596855,0.00059749925],"about_ca_topic_score_codex":0.017805958,"about_ca_topic_score_gemma":0.019993778,"teacher_disagreement_score":0.93313277,"about_ca_system_score_codex":0.0012050404,"about_ca_system_score_gemma":0.0011597831,"threshold_uncertainty_score":0.9998024},"labels":[],"label_agreement":null},{"id":"W6988096345","doi":"","title":"What’s the big ick?
\\n
\\nExamining how behavioural change can shift perceptions about eating insects","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Consumption (sociology); Rebranding; Comprehension; Sustainable agriculture; Food systems","score_opus":0.18696962604040931,"score_gpt":0.3189617764547281,"score_spread":0.1319921504143188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6988096345","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06207184,0.00030369067,0.000013821732,0.0014876443,0.0023624727,0.004490202,0.00082219345,0.0018110978,0.92663705],"genre_scores_gemma":[0.13774946,0.0013519234,0.0000611035,0.000049732367,0.0009695519,0.000012549874,0.00027411836,0.0016756557,0.8578559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863857,0.004795189,0.00042276632,0.0026471561,0.0029922458,0.002756949],"domain_scores_gemma":[0.99323213,0.00075427606,0.00092144567,0.002976569,0.0008613489,0.0012542255],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.0024377345,0.001318223,0.0013258638,0.006160233,0.0067923497,0.0031290154,0.008383153,0.0015658987,0.000056105717],"category_scores_gemma":[0.00022468527,0.0014334142,0.00064488075,0.0077032475,0.00299616,0.0034495527,0.0046740696,0.0045381063,0.0012466442],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012579883,0.0010159746,0.10197504,0.0005504323,0.002840192,0.021130593,0.034928206,0.00004186207,0.0011597342,0.63470834,0.19371761,0.0066740457],"study_design_scores_gemma":[0.0032685907,0.00056294247,0.11640009,0.0036788094,0.0007179208,0.000089900226,0.07769362,0.000110988316,0.00004779591,0.000017051732,0.7952086,0.0022037018],"about_ca_topic_score_codex":0.12521538,"about_ca_topic_score_gemma":0.25290504,"teacher_disagreement_score":0.6346913,"about_ca_system_score_codex":0.005149257,"about_ca_system_score_gemma":0.0021763488,"threshold_uncertainty_score":0.9999569},"labels":[],"label_agreement":null},{"id":"W6989326034","doi":"","title":"...And Hear The Coffee: The Brewcast Project as Diegetic Prototype for a
\\nPost-smartphone Design Fiction","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Muscular Dystrophy Canada","funders":"","keywords":"The Internet; Narrative; Internet access; Interface (matter); Work (physics); Social relation; Social network (sociolinguistics); User interface","score_opus":0.07975288251095354,"score_gpt":0.34070338688329166,"score_spread":0.26095050437233813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989326034","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09547496,0.00015480514,0.05027388,0.004175248,0.0021167647,0.02088609,0.00002941011,0.0004527769,0.82643604],"genre_scores_gemma":[0.42350224,0.0002415782,0.0026747345,0.00013962621,0.000290648,0.00008592122,0.00017497953,0.00009444657,0.5727958],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950906,0.0019898666,0.00027404094,0.0011521481,0.00078849477,0.0007048543],"domain_scores_gemma":[0.99545676,0.0009000537,0.00044065152,0.001295092,0.001798107,0.00010935761],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021764967,0.00041540727,0.0004239797,0.0010167594,0.0051149507,0.00082509156,0.0046624895,0.00058956695,0.0000014466594],"category_scores_gemma":[0.00020870159,0.00034636978,0.00015723589,0.0019306251,0.0007794474,0.001446933,0.0008204709,0.0018942128,0.000049802333],"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":[0.0023857516,0.00011598465,0.00008146786,0.00011588746,0.00024599326,0.00015249735,0.0023428597,0.00001811957,0.0018203359,0.98506975,0.0052283057,0.0024230678],"study_design_scores_gemma":[0.0032599198,0.004762264,0.004681245,0.0006097362,0.00027197882,0.00023677526,0.015471211,0.006293433,0.0146073885,0.0016785389,0.94694316,0.0011843551],"about_ca_topic_score_codex":0.002453304,"about_ca_topic_score_gemma":0.0009640379,"teacher_disagreement_score":0.98339117,"about_ca_system_score_codex":0.0009017449,"about_ca_system_score_gemma":0.0013363528,"threshold_uncertainty_score":0.99989885},"labels":[],"label_agreement":null},{"id":"W6989396649","doi":"","title":"ART CON GUELPH: Developing Alternative Artistic Practices
\\nthrough Fan Culture and Fan Convention Models","year":2013,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Convention; Fandom; Variety (cybernetics); Citizen journalism; Imitation; Order (exchange)","score_opus":0.11106267792217024,"score_gpt":0.377156455850994,"score_spread":0.26609377792882377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989396649","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05345095,0.00014167327,0.00032432788,0.00029693672,0.00067071244,0.0015802789,0.000039745726,0.00007326223,0.94342214],"genre_scores_gemma":[0.10213277,0.002445184,0.00032412473,0.00002533429,0.00016666854,0.000002144137,0.00038261476,0.000030159874,0.894491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953598,0.0012753033,0.00025747385,0.001008713,0.00129207,0.0008066394],"domain_scores_gemma":[0.9963893,0.00029073737,0.000753194,0.00038808418,0.0015847455,0.0005939358],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009291693,0.0003691449,0.0005203945,0.00055754563,0.0020676611,0.0011849529,0.0016467797,0.00066102715,0.000011142374],"category_scores_gemma":[0.0002954768,0.0004433287,0.00015068793,0.0009608939,0.00096290617,0.004702454,0.00040265446,0.0011447547,0.00010170343],"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":[0.00037537923,0.00010133993,0.00016641221,0.00012482553,0.00022113787,0.0005476685,0.014408862,0.0000068788554,0.00025291755,0.9780795,0.0023837073,0.0033313716],"study_design_scores_gemma":[0.00096803147,0.00019451196,0.00069895823,0.0005520925,0.00015173593,0.000006776971,0.116019346,0.00013545934,0.0002971234,0.0010026945,0.8793974,0.0005759044],"about_ca_topic_score_codex":0.015944837,"about_ca_topic_score_gemma":0.018157654,"teacher_disagreement_score":0.9770768,"about_ca_system_score_codex":0.0014587716,"about_ca_system_score_gemma":0.0020608422,"threshold_uncertainty_score":0.99985194},"labels":[],"label_agreement":null},{"id":"W6989424931","doi":"","title":"avant-garde echo chamber","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Ontario","keywords":"Poetry; Echo (communications protocol); Ontology; Criticism","score_opus":0.08358024218005128,"score_gpt":0.2972041481369294,"score_spread":0.21362390595687814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989424931","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017442161,0.00011148498,0.000007722914,0.00045469042,0.00097587245,0.00069909455,0.00012009217,0.00012982891,0.980059],"genre_scores_gemma":[0.18268624,0.00028998737,0.000026528305,0.000048450114,0.00046260995,7.0223126e-7,0.00055039057,0.00005295035,0.81588215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99532276,0.0010197331,0.00032609497,0.001219046,0.001211168,0.00090121146],"domain_scores_gemma":[0.9968858,0.00017044801,0.00028303158,0.0008224905,0.001209468,0.0006288049],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005628062,0.0005221027,0.0008295297,0.0010279652,0.0041194186,0.0011112816,0.0024758854,0.00049187616,0.000278743],"category_scores_gemma":[0.000057171015,0.0006215919,0.0005131468,0.00028033336,0.0007261944,0.0014056672,0.0005248537,0.0019511663,0.00089535577],"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":[0.00078540243,0.00019571195,0.00003688978,0.00015820781,0.00053703086,0.0035299114,0.020222178,0.000003862786,0.00031352584,0.96074384,0.01315434,0.00031908118],"study_design_scores_gemma":[0.00086686213,0.00022825999,0.00014415152,0.00023322164,0.0003829018,0.000007786602,0.062047794,0.00009321295,0.00047100018,0.00016657516,0.9346867,0.00067150197],"about_ca_topic_score_codex":0.004656475,"about_ca_topic_score_gemma":0.014855361,"teacher_disagreement_score":0.9605773,"about_ca_system_score_codex":0.00075853505,"about_ca_system_score_gemma":0.0009868128,"threshold_uncertainty_score":0.9999257},"labels":[],"label_agreement":null},{"id":"W6989434896","doi":"","title":"Banking on bananas, crediting crafts: Financing women's work in the Philippine Cordillera","year":2002,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of the Philippines; China Scholarship Council","keywords":"Microfinance; Poverty; Work (physics); Normative; Ethnography; Social justice; Economic Justice; Social change","score_opus":0.09969146136101115,"score_gpt":0.24762036206804183,"score_spread":0.14792890070703069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989434896","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39505926,0.0002494904,0.00009863398,0.0009202224,0.00022069717,0.00048511173,0.000021888794,0.000027754979,0.60291696],"genre_scores_gemma":[0.90836287,0.00069954223,0.00011600206,0.00017870596,0.00018244932,0.0000019828055,0.000008358789,0.000024991217,0.0904251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705595,0.00035652248,0.00039564504,0.00090816757,0.00027016693,0.001013577],"domain_scores_gemma":[0.9982971,0.00026959027,0.00030485023,0.0008205609,0.0001466251,0.00016127678],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018964249,0.00027306928,0.0005260803,0.0010886072,0.0023160987,0.00029408655,0.0024101501,0.0002619869,0.00007947553],"category_scores_gemma":[0.00014565566,0.00031646923,0.00014841907,0.0030004364,0.00032880082,0.0010918265,0.0007036491,0.0011690623,0.00029592743],"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":[0.00029274815,0.00033383025,0.0076231435,0.000029017936,0.000033109776,0.000946481,0.0036644794,0.00008917829,0.00009963965,0.9820559,0.0031788105,0.0016536698],"study_design_scores_gemma":[0.0020632106,0.00044391773,0.020445444,0.0003528386,0.000009027177,0.000012572481,0.0056151277,0.0005788654,0.000109412336,0.00068632583,0.9690922,0.0005910853],"about_ca_topic_score_codex":0.0014332208,"about_ca_topic_score_gemma":0.00011236066,"teacher_disagreement_score":0.98136955,"about_ca_system_score_codex":0.0017804946,"about_ca_system_score_gemma":0.00009296881,"threshold_uncertainty_score":0.9999287},"labels":[],"label_agreement":null},{"id":"W6989518713","doi":"","title":"Bodies of Empathy: A Data-Driven Approach to Fashion Design","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Affordance; Wearable computer; Clothing; Leverage (statistics); Wearable technology; Embodied cognition; Big data","score_opus":0.22651217361828258,"score_gpt":0.3277102579298042,"score_spread":0.10119808431152161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989518713","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05401002,0.00007998032,0.00003760019,0.00010964041,0.0006118234,0.0013941526,0.0002706733,0.000116916985,0.9433692],"genre_scores_gemma":[0.21469547,0.00017100282,0.00035579404,0.00001356257,0.00017850824,0.0000014070597,0.0011684515,0.000044571752,0.78337127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959774,0.0008721459,0.0003014551,0.0012660087,0.0010027762,0.0005801924],"domain_scores_gemma":[0.99705166,0.00014758944,0.0002166062,0.0011991324,0.001038073,0.00034693175],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007275275,0.00042465908,0.00064972625,0.0011774633,0.0017148011,0.0008235584,0.0043498045,0.00034868228,0.00002794921],"category_scores_gemma":[0.000056522378,0.00043601554,0.0002110591,0.0005062706,0.00051604625,0.0014476529,0.0011511559,0.0010536631,0.00023271501],"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":[0.00058469095,0.00021356484,0.0000048387215,0.00038062187,0.0003347194,0.0002896092,0.07355884,0.000049888054,0.00039616073,0.896352,0.02741416,0.00042089567],"study_design_scores_gemma":[0.0005448621,0.00034908587,0.00010601635,0.000523011,0.00028847775,0.0000055514947,0.39436907,0.0006580173,0.000240439,0.000069586094,0.6022548,0.0005911032],"about_ca_topic_score_codex":0.0019519723,"about_ca_topic_score_gemma":0.004644419,"teacher_disagreement_score":0.89628243,"about_ca_system_score_codex":0.00050030096,"about_ca_system_score_gemma":0.000846439,"threshold_uncertainty_score":0.99980915},"labels":[],"label_agreement":null},{"id":"W6989588191","doi":"","title":"BUILDING TOGETHER: EMPOWERING COMMUNITIES TO CO-CREATE URBAN LIVING","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Order (exchange); Variety (cybernetics); Space (punctuation); Field (mathematics); Representation (politics); Community organization","score_opus":0.0780540960200706,"score_gpt":0.3539124874074395,"score_spread":0.2758583913873689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989588191","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012035508,0.000114690396,0.00016600676,0.00010740971,0.000528621,0.002607595,0.0005386399,0.0025808872,0.9813206],"genre_scores_gemma":[0.015569721,0.0003237984,0.0011042501,0.000024885307,0.00035305982,0.0000028788888,0.000056151348,0.0023610084,0.9802042],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890455,0.0042491714,0.00041918227,0.0017367147,0.0021948442,0.0023546075],"domain_scores_gemma":[0.99315035,0.0011979423,0.0005094509,0.0029726506,0.0007345994,0.0014350028],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029001713,0.0010929749,0.001396909,0.009021073,0.0040144264,0.0011119703,0.009295679,0.0011247422,0.00008272078],"category_scores_gemma":[0.00020785088,0.0014966809,0.00046335682,0.0061433655,0.0015170402,0.0015108205,0.0060869534,0.003096335,0.003886831],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062663906,0.0002342781,0.0052668345,0.000179976,0.0010267444,0.004307906,0.0038637086,0.0000877246,0.0020157942,0.72955245,0.2526051,0.00023285014],"study_design_scores_gemma":[0.0011507043,0.0003615396,0.0007378592,0.0033713165,0.00019495799,0.000035660792,0.022307215,0.000062597996,0.00036529952,0.000009325043,0.9698804,0.0015231057],"about_ca_topic_score_codex":0.06579844,"about_ca_topic_score_gemma":0.016542435,"teacher_disagreement_score":0.7295431,"about_ca_system_score_codex":0.0054414156,"about_ca_system_score_gemma":0.001317646,"threshold_uncertainty_score":0.99992496},"labels":[],"label_agreement":null},{"id":"W6989673751","doi":"","title":"Breathing Walls, Envelopes and Screens for Cross-
\\nSpecies co-living adaptation of built environment: The bio-climatic layers in systemic approach to architectural performance","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Built environment; Adaptation (eye); Documentation; Vernacular; Christian ministry; Architecture; Field (mathematics); Hydrometeorology","score_opus":0.0654241761924498,"score_gpt":0.2865253310071547,"score_spread":0.2211011548147049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989673751","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23470704,0.0002613205,0.0007455285,0.000040180515,0.00006490605,0.004982135,0.0003465511,0.00008209747,0.7587702],"genre_scores_gemma":[0.34066257,0.00029379467,0.0016646433,0.00000612509,0.000056222052,0.0000057249995,0.00007571016,0.0002681591,0.65696704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946622,0.0014736875,0.00041025973,0.0012620119,0.001181065,0.0010107345],"domain_scores_gemma":[0.99700165,0.00074163923,0.00058284414,0.0011511311,0.00021982928,0.00030289544],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021297701,0.00057841354,0.0009047608,0.0030749429,0.0011110412,0.0003309593,0.0030828645,0.0004775104,0.0000037140726],"category_scores_gemma":[0.00010167994,0.0005798435,0.00018539537,0.0014216391,0.0013770043,0.00091150973,0.0014115697,0.0010266929,0.00009700099],"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":[0.007719031,0.001410112,0.10129555,0.01196179,0.0028067734,0.000516326,0.052857213,0.047833063,0.014609909,0.743541,0.01100096,0.0044482737],"study_design_scores_gemma":[0.01354928,0.0023290876,0.10640861,0.015676454,0.000950039,0.00052539154,0.13008644,0.039492227,0.0012460067,0.000022389215,0.68493694,0.0047771605],"about_ca_topic_score_codex":0.010853142,"about_ca_topic_score_gemma":0.0009629954,"teacher_disagreement_score":0.7435186,"about_ca_system_score_codex":0.0017616984,"about_ca_system_score_gemma":0.00053509756,"threshold_uncertainty_score":0.9996653},"labels":[],"label_agreement":null},{"id":"W6989966217","doi":"","title":"Co-Design as Applied to Accessibility in Health Care","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Qualitative research; Participatory action research; Pandemic; Public health; Citizen journalism","score_opus":0.08388831716899693,"score_gpt":0.3724698162758214,"score_spread":0.28858149910682446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989966217","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010954794,0.000216398,0.000095293304,0.0002928822,0.00022580271,0.008671478,0.0006456587,0.00056781777,0.98818916],"genre_scores_gemma":[0.010174281,0.00014013093,0.0010440543,0.000116843876,0.0001275247,0.000009142252,0.00041286295,0.0008149229,0.98716027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98253924,0.008329514,0.00055574934,0.003349284,0.0029442462,0.0022819976],"domain_scores_gemma":[0.9935914,0.00041954362,0.00070976076,0.0030924021,0.00046409207,0.0017227787],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003964994,0.00096746295,0.0016208332,0.0091678975,0.0029281455,0.0005173355,0.009708036,0.00087323296,0.0005006078],"category_scores_gemma":[0.00012805466,0.0013434115,0.00030166763,0.0075882003,0.0010033144,0.00082494837,0.0038921991,0.0036397798,0.0024262317],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0042868415,0.0005869034,0.0013780602,0.0003833528,0.00028334785,0.004345025,0.0031705007,0.00019748961,0.00044718693,0.66013443,0.3243174,0.00046944074],"study_design_scores_gemma":[0.003551024,0.0007772868,0.0010953106,0.00031400815,0.00005300017,0.000016508533,0.023508461,0.000007943733,0.00021251799,0.000024287705,0.9692569,0.0011827574],"about_ca_topic_score_codex":0.037956946,"about_ca_topic_score_gemma":0.007976798,"teacher_disagreement_score":0.6601102,"about_ca_system_score_codex":0.022308847,"about_ca_system_score_gemma":0.0089362245,"threshold_uncertainty_score":0.99890155},"labels":[],"label_agreement":null},{"id":"W6990084680","doi":"","title":"Coming to my senses / Following the shore","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Shore; Georgian; Autoethnography; Indigenous; Natural (archaeology); Littoral zone","score_opus":0.1323637613206178,"score_gpt":0.40327967982176455,"score_spread":0.2709159185011467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990084680","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24460065,0.00002780342,0.000008806584,0.0019455479,0.0009527728,0.0011289966,0.00002075424,0.00012422855,0.7511904],"genre_scores_gemma":[0.36452445,0.0001565731,0.000031898242,0.00003645354,0.00018859797,9.2647804e-7,0.000061278435,0.00003934928,0.6349605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99375117,0.0023276096,0.00019512221,0.00090228935,0.00179848,0.0010253524],"domain_scores_gemma":[0.9968014,0.0010516214,0.00018767647,0.00072639086,0.0007498749,0.0004830333],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0031665275,0.00031970904,0.00045254646,0.0008724634,0.0111040855,0.0010568247,0.004178268,0.00065624714,0.0000037317157],"category_scores_gemma":[0.00034532562,0.00034455062,0.00035130544,0.0023982807,0.0006093536,0.0008524216,0.00074566284,0.0019755696,0.00017885682],"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":[0.00029708826,0.000057510242,0.00020339974,0.000032519692,0.00019938743,0.0018673278,0.044153012,0.000008626768,0.0007463909,0.9485466,0.0030959065,0.00079226284],"study_design_scores_gemma":[0.0004110764,0.00010743329,0.0015565312,0.00041200756,0.00012453597,0.0000017204645,0.31466615,0.000011489196,0.00038837435,0.00034075606,0.6814973,0.0004826242],"about_ca_topic_score_codex":0.039841514,"about_ca_topic_score_gemma":0.05343583,"teacher_disagreement_score":0.9482058,"about_ca_system_score_codex":0.0017361228,"about_ca_system_score_gemma":0.0026692185,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W6990180150","doi":"","title":"Cultural Displacement: Gender and the design of identity of the Iranian diaspora, from Iran 
\\n to Toronto -‐ 1979 to 2013.","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Identity (music); Context (archaeology); Immigration; Theme (computing); Reading (process); Space (punctuation); Multiculturalism; Cultural identity","score_opus":0.07250994991467379,"score_gpt":0.30720570333579666,"score_spread":0.23469575342112287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990180150","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031582437,0.00038070013,0.0013708539,0.00025348234,0.00036883567,0.0057600364,0.0007705152,0.00008183828,0.9594313],"genre_scores_gemma":[0.17494577,0.0003181083,0.00067143224,0.000048914877,0.00016480563,0.0000026911084,0.00004137512,0.0002913397,0.82351553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900781,0.005175849,0.00042267292,0.0013135885,0.0021078447,0.0009019571],"domain_scores_gemma":[0.99504733,0.00049313006,0.00070025306,0.00230557,0.0007330165,0.00072071276],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0023939628,0.0006444725,0.0011836276,0.00088648713,0.0012858128,0.00027779466,0.0069604516,0.00053526036,0.00008219037],"category_scores_gemma":[0.00016396816,0.0005119931,0.0003620716,0.0020300006,0.002188362,0.0011810825,0.00416815,0.0008479866,0.00022127766],"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":[0.007543595,0.00032669483,0.004580462,0.000203013,0.0015988285,0.00015530277,0.009370974,0.0002459158,0.005926664,0.76609856,0.20385258,0.0000973829],"study_design_scores_gemma":[0.009635784,0.00055682124,0.032541167,0.0011665674,0.00107213,0.000011004594,0.032294273,0.00014946263,0.0009804029,0.00010139334,0.9201584,0.0013326076],"about_ca_topic_score_codex":0.26123613,"about_ca_topic_score_gemma":0.06544536,"teacher_disagreement_score":0.7659972,"about_ca_system_score_codex":0.0015806993,"about_ca_system_score_gemma":0.0005317605,"threshold_uncertainty_score":0.99973315},"labels":[],"label_agreement":null},{"id":"W6990489676","doi":"","title":"Doing Well by Doing Good:
\\nIs doing good, good for business?","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unintended consequences; Stakeholder; Order (exchange); Compensation (psychology); Executive compensation; Investment (military); Affect (linguistics); Corporate social responsibility","score_opus":0.031159938151448595,"score_gpt":0.2861747343217043,"score_spread":0.25501479617025574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990489676","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010151247,0.00037938115,0.0025981492,0.00023219033,0.001130938,0.0055920403,0.00130861,0.0011188738,0.9866247],"genre_scores_gemma":[0.0031700318,0.00052738003,0.0077351253,0.00003687108,0.0010690864,0.0000065469535,0.00071905815,0.0017606659,0.9849752],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98544866,0.002878119,0.000778766,0.0041128877,0.0030597197,0.0037218265],"domain_scores_gemma":[0.9898092,0.0009255383,0.0015501376,0.003374408,0.0026281131,0.0017126171],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.0030916906,0.0018570621,0.0022011425,0.006525545,0.005851744,0.0016441499,0.009757619,0.0024242902,0.00022020872],"category_scores_gemma":[0.00010030101,0.002410503,0.0008626852,0.007948681,0.0028280804,0.0031110668,0.004736918,0.0027061896,0.0047612414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019947663,0.0006713491,0.0011759099,0.0007400651,0.0015660112,0.002137835,0.00037529643,0.00003588505,0.0067490167,0.45248857,0.53138804,0.00067722896],"study_design_scores_gemma":[0.006927081,0.0006170854,0.0001315202,0.0021983087,0.0007653214,0.000088459674,0.0035853535,0.000101077225,0.0015812841,0.000011216999,0.9814727,0.0025206157],"about_ca_topic_score_codex":0.020341966,"about_ca_topic_score_gemma":0.0067242244,"teacher_disagreement_score":0.45247737,"about_ca_system_score_codex":0.0057257013,"about_ca_system_score_gemma":0.0033321423,"threshold_uncertainty_score":0.9998857},"labels":[],"label_agreement":null},{"id":"W6990508060","doi":"","title":"Dismantling Weight Bias Towards Overweight Patients in Ontario Healthcare","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Overweight; Health care; Leverage (statistics); Framing (construction); Active listening; Medical diagnosis","score_opus":0.10727413823422903,"score_gpt":0.2986205297658447,"score_spread":0.19134639153161564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990508060","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012383577,0.00014643272,0.0000140113725,0.00042699758,0.0007042617,0.0034991154,0.00060462474,0.0004575679,0.9817634],"genre_scores_gemma":[0.0186695,0.00047555123,0.0004564378,0.000054371936,0.00023407117,0.0000017393384,0.0006655598,0.00088013225,0.97856265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98724157,0.0037978813,0.00059616234,0.002888036,0.00296385,0.0025124953],"domain_scores_gemma":[0.99441516,0.00020439639,0.00080823316,0.0019274633,0.00074302225,0.0019017067],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0010634775,0.0011711515,0.0016933092,0.006072262,0.001574394,0.0005208645,0.0065835603,0.0015788486,0.0001255232],"category_scores_gemma":[0.00013452511,0.001479128,0.0004968054,0.0056030005,0.0010829942,0.0015645494,0.003920856,0.00517486,0.0014676731],"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":[0.0021105066,0.0008641848,0.1140033,0.00028851282,0.00052136806,0.009433759,0.0018877002,0.000008632995,0.000056164485,0.74119264,0.12926558,0.00036765897],"study_design_scores_gemma":[0.005062998,0.0005496212,0.027448203,0.0013094146,0.00014851929,0.000010338896,0.0012715622,0.000036527133,0.00008692553,0.000027207556,0.9626491,0.0013995796],"about_ca_topic_score_codex":0.7121608,"about_ca_topic_score_gemma":0.70425403,"teacher_disagreement_score":0.8333835,"about_ca_system_score_codex":0.016927728,"about_ca_system_score_gemma":0.007647432,"threshold_uncertainty_score":0.9997254},"labels":[],"label_agreement":null},{"id":"W6990808319","doi":"","title":"Emilia: Utilizing ambiguity to reduce loneliness and support remote
\\nintimacy and connectedness.","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Ontario College of Art and Design","funders":"","keywords":"Loneliness; Ambiguity; Social connectedness; Process (computing); Social support; Affect (linguistics)","score_opus":0.0860006164184271,"score_gpt":0.37031638085272717,"score_spread":0.28431576443430007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990808319","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3562452,0.000042264634,0.0012843368,0.00068568805,0.00086858304,0.0011472803,0.000019649427,0.0001890031,0.639518],"genre_scores_gemma":[0.55266166,0.00019943155,0.0017681185,0.00003744397,0.00008548573,0.0000010292943,0.00010537768,0.000040717397,0.44510072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954205,0.0007025959,0.00033431518,0.0019029215,0.0007998794,0.00083976676],"domain_scores_gemma":[0.99481446,0.00020610176,0.00051260553,0.0017031038,0.0023398164,0.0004238984],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012370906,0.0005131354,0.0007162887,0.0020700064,0.004033439,0.0011392009,0.005054873,0.0008249058,0.0000034648922],"category_scores_gemma":[0.0003549058,0.00066581013,0.00010317051,0.0014165773,0.000777362,0.0031874862,0.0022695563,0.002099706,0.000039526807],"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":[0.0009241023,0.00011284389,0.00057554315,0.0001818456,0.0002134924,0.0028753795,0.0022856114,0.0000031725083,0.007802495,0.96588624,0.002047471,0.017091813],"study_design_scores_gemma":[0.009490971,0.0031103655,0.09645554,0.00369421,0.0005543759,0.0010656709,0.048174575,0.0044611753,0.07694036,0.0027475606,0.7478954,0.005409805],"about_ca_topic_score_codex":0.0063945153,"about_ca_topic_score_gemma":0.0029016845,"teacher_disagreement_score":0.9631387,"about_ca_system_score_codex":0.0010011407,"about_ca_system_score_gemma":0.0012414013,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W6990884556","doi":"","title":"Environmental policy development and decision-making:
\\nA scenarios and systems mapping approach to large-scale systems re-design","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Work (physics); Articulation (sociology); System dynamics; Environmental policy; Environmental systems; Narrative","score_opus":0.06608050137273411,"score_gpt":0.28402794730401865,"score_spread":0.21794744593128454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990884556","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008132951,0.0011609275,0.005318967,0.000022190792,0.00030182075,0.006027745,0.00054563314,0.00033818738,0.97815156],"genre_scores_gemma":[0.055334367,0.00024326133,0.007783522,0.000014856955,0.00029938668,0.000007611309,0.00012038354,0.0007157011,0.9354809],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9897646,0.0026846982,0.0005263167,0.0025895706,0.0025871454,0.0018477046],"domain_scores_gemma":[0.9952175,0.00036300177,0.0005709712,0.00157458,0.00034743187,0.0019265409],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0037126425,0.0010316947,0.0014322572,0.0068112332,0.0025566875,0.0012010029,0.0032463283,0.0011673188,0.0000053321733],"category_scores_gemma":[0.000109729095,0.0012446305,0.00011853678,0.0031295,0.000943624,0.0009964561,0.004653605,0.001469485,0.00042533764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044289664,0.0019766088,0.0036699565,0.0016213197,0.0026582268,0.0060699233,0.0153499665,0.0021585503,0.0013938479,0.39563772,0.56271446,0.002320474],"study_design_scores_gemma":[0.0028165935,0.00023847018,0.00060693227,0.0021886195,0.00012819652,0.0001888813,0.042893056,0.003073261,0.000011715422,0.000006144359,0.9464817,0.0013664361],"about_ca_topic_score_codex":0.005218375,"about_ca_topic_score_gemma":0.0004563077,"teacher_disagreement_score":0.39563158,"about_ca_system_score_codex":0.0068129827,"about_ca_system_score_gemma":0.0026505834,"threshold_uncertainty_score":0.99983585},"labels":[],"label_agreement":null},{"id":"W6991036880","doi":"","title":"Exploring The Use Of AI Technology To Help Owners Remotely Accompany And Care For Their Cats","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Domestication; Space (punctuation); Exploratory research; Object (grammar); Animal welfare; CATS","score_opus":0.17312467961001926,"score_gpt":0.39145784702648434,"score_spread":0.21833316741646508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991036880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94513,0.00037127789,0.000042007094,0.00050359557,0.00038640262,0.0013041784,0.000105839914,0.000028149747,0.05212858],"genre_scores_gemma":[0.7931675,0.0006687053,0.00025432938,0.000022725975,0.00010030154,0.000005717641,0.00018037124,0.000045792574,0.20555456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818987,0.00022743303,0.00017107505,0.0007702627,0.00026011304,0.000381226],"domain_scores_gemma":[0.9978174,0.00010514172,0.00011858355,0.0005769845,0.0012497957,0.00013209395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018069503,0.00026885775,0.00035806565,0.000784327,0.001046979,0.00017627864,0.0011337796,0.00030592602,3.797218e-7],"category_scores_gemma":[0.00010955471,0.00025019638,0.00016151038,0.0006696843,0.00032493548,0.00008307207,0.0008950649,0.0006657779,0.000005342371],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008334744,0.00016932517,0.0009423438,0.0011485068,0.0023844538,0.00037499607,0.017009042,0.00013366425,0.46138665,0.48420843,0.012885272,0.01102258],"study_design_scores_gemma":[0.00037349277,0.0005407469,0.0010689638,0.00027669303,0.00012455176,0.000009546204,0.08809306,0.000012461624,0.08292532,0.000012683299,0.82627624,0.00028622904],"about_ca_topic_score_codex":0.0010769014,"about_ca_topic_score_gemma":0.0042190966,"teacher_disagreement_score":0.813391,"about_ca_system_score_codex":0.0002771891,"about_ca_system_score_gemma":0.00043001212,"threshold_uncertainty_score":0.99999505},"labels":[],"label_agreement":null},{"id":"W6991148155","doi":"","title":"Fenestration: Bird-building Collisions
\\nAn Installation of Painting and Collage","year":2012,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thales (Canada)","funders":"","keywords":"Painting; EXPOSE; Work (physics); Path (computing)","score_opus":0.06805699507356545,"score_gpt":0.3625475952860234,"score_spread":0.294490600212458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991148155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52234346,0.00008229612,0.0000045964753,0.0001064289,0.00027222722,0.00065806054,0.000012030634,0.000057829806,0.47646305],"genre_scores_gemma":[0.8480507,0.0003922741,0.0003646485,0.000003058871,0.00012249721,7.6190935e-7,0.000053255986,0.00003048317,0.15098229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99579996,0.0015219154,0.00031081965,0.0006362084,0.001083261,0.000647833],"domain_scores_gemma":[0.9965631,0.00053582765,0.00052421837,0.00040879764,0.0015559818,0.00041209362],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016519247,0.00027261017,0.00043905218,0.0016718814,0.005597085,0.0004598925,0.0013904893,0.000587069,0.000015974068],"category_scores_gemma":[0.00021515833,0.00036999784,0.00018141871,0.0019209923,0.0009223023,0.0024228073,0.00034271614,0.0008447371,0.000014623427],"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":[0.0004580061,0.00014865212,0.021419536,0.00011073111,0.0001505682,0.00011241742,0.0077734394,0.00001807072,0.005297766,0.963952,0.00026262857,0.00029620092],"study_design_scores_gemma":[0.0013997934,0.0004769174,0.1796479,0.0010474934,0.00042916715,0.000012092189,0.49772754,0.00006687142,0.001731996,0.00032045323,0.31605536,0.0010844269],"about_ca_topic_score_codex":0.042912915,"about_ca_topic_score_gemma":0.14155865,"teacher_disagreement_score":0.9636315,"about_ca_system_score_codex":0.00082154816,"about_ca_system_score_gemma":0.0012518117,"threshold_uncertainty_score":0.9998752},"labels":[],"label_agreement":null},{"id":"W6991350266","doi":"","title":"Futures of East Asian Queer Identity in Virtual Reality","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Avatar; Futures contract; Context (archaeology); Virtual reality; East Asia; Identity (music); Masculinity","score_opus":0.04806301307454594,"score_gpt":0.3314675230149155,"score_spread":0.2834045099403696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991350266","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017785429,0.00015109938,0.00022713747,0.0002748543,0.00047158316,0.002251397,0.001108538,0.00027047677,0.9934664],"genre_scores_gemma":[0.032826204,0.00021706411,0.00015905763,0.000010667625,0.00016651243,9.002215e-7,0.00014654531,0.00032316832,0.96614987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9886122,0.0050486727,0.00055136805,0.0020097152,0.0023697512,0.0014083093],"domain_scores_gemma":[0.99490005,0.00018675174,0.0007586058,0.002431989,0.001053266,0.0006693632],"candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0025667713,0.0008030684,0.0015258763,0.008813014,0.0010687973,0.00032368593,0.0074890847,0.0015592744,0.00008356091],"category_scores_gemma":[0.00022328302,0.0010629077,0.00047969262,0.008351229,0.0022324692,0.0019452426,0.0038152686,0.0027979605,0.00038849856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016296575,0.0006065993,0.0024695238,0.0002731904,0.0005733281,0.0031201167,0.000698774,0.00003791463,0.0006155592,0.86681277,0.12281931,0.00034328073],"study_design_scores_gemma":[0.003856373,0.00030500474,0.007117231,0.0015964607,0.00024314746,0.000013910538,0.014855332,0.000035845052,0.0002569163,0.00014765945,0.9705463,0.0010258269],"about_ca_topic_score_codex":0.07559343,"about_ca_topic_score_gemma":0.087146424,"teacher_disagreement_score":0.86666507,"about_ca_system_score_codex":0.003969062,"about_ca_system_score_gemma":0.0041476362,"threshold_uncertainty_score":0.9998545},"labels":[],"label_agreement":null},{"id":"W6991352933","doi":"","title":"Grief Ankle: on Ekphrasis as Feeling through Memory, Medium, and Meeting","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Marine Biology and Ecology Research","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 College of Art and Design","funders":"","keywords":"Grief; Feeling; Psychoanalytic theory; Relation (database); Sculpture; Painting; Identity (music); Poetry","score_opus":0.04966903929128472,"score_gpt":0.29300463162389057,"score_spread":0.24333559233260585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991352933","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0134881,0.0007249166,0.0000016622726,0.00084718346,0.0006151796,0.0008915607,0.00009109719,0.00016736315,0.98317295],"genre_scores_gemma":[0.026294203,0.0019107978,0.00014477533,0.00007065703,0.00032566904,2.957117e-7,0.00012170377,0.000067054105,0.97106487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99503714,0.0015226193,0.00019564811,0.0014235312,0.0007783508,0.0010427402],"domain_scores_gemma":[0.99797755,0.0005304043,0.00015308951,0.0006710251,0.00016417571,0.00050377136],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014355631,0.0004363859,0.00059986813,0.0011962685,0.0015170422,0.0003204684,0.0021299126,0.0009995126,0.00048541825],"category_scores_gemma":[0.00013597807,0.00044829797,0.00014213895,0.001110599,0.001428348,0.00047080533,0.00079788605,0.0020647277,0.0017433529],"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":[0.0018325541,0.00015231957,0.06811075,0.000524118,0.0011417815,0.014360217,0.0007922299,0.000039246228,0.000043398493,0.6715828,0.23806353,0.003357053],"study_design_scores_gemma":[0.0008178619,0.00065871567,0.0050482233,0.0004066415,0.000108268454,0.00008324733,0.002671923,0.00010007595,0.00006626278,0.00031912114,0.9891911,0.0005285146],"about_ca_topic_score_codex":0.04618915,"about_ca_topic_score_gemma":0.022507368,"teacher_disagreement_score":0.7511276,"about_ca_system_score_codex":0.00014698057,"about_ca_system_score_gemma":0.0008344195,"threshold_uncertainty_score":0.99979687},"labels":[],"label_agreement":null},{"id":"W6991430550","doi":"","title":"Here I Stand, Still Guarded","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Hybridity; Diaspora; Narrative; Storytelling; Key (lock)","score_opus":0.04676555249280936,"score_gpt":0.3566702721482998,"score_spread":0.3099047196554905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991430550","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18364978,0.00024852162,0.0000031677964,0.0001622012,0.0015431532,0.0019532046,0.00007904175,0.00010671853,0.8122542],"genre_scores_gemma":[0.03657287,0.008716126,0.000078844634,0.0000075544713,0.0003583249,6.3549095e-7,0.00047657886,0.000048464033,0.9537406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99060035,0.004442827,0.00029932955,0.0011424926,0.0021391553,0.0013758525],"domain_scores_gemma":[0.9959869,0.0003651808,0.00040542925,0.00084443705,0.0016038414,0.0007942328],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025522679,0.00038216967,0.0005705978,0.0013242613,0.034966774,0.00049355935,0.004074159,0.00080293015,0.00010833288],"category_scores_gemma":[0.000021981947,0.00047729604,0.00026423947,0.0024034306,0.0007797067,0.0013223104,0.00005836111,0.0021111513,0.00011630364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00079507916,0.0002804539,0.00030402464,0.00013393284,0.00014102171,0.00079274067,0.12772854,0.000006224842,0.000010983967,0.8683365,0.0013152496,0.00015524322],"study_design_scores_gemma":[0.0006128805,0.0001803328,0.00031558785,0.000099008685,0.00007743697,0.0000029817354,0.25965062,0.0000021551334,0.000054225515,0.00010812075,0.73848844,0.00040822488],"about_ca_topic_score_codex":0.391761,"about_ca_topic_score_gemma":0.7230694,"teacher_disagreement_score":0.8682284,"about_ca_system_score_codex":0.0065376787,"about_ca_system_score_gemma":0.069743544,"threshold_uncertainty_score":0.9997679},"labels":[],"label_agreement":null},{"id":"W6991525165","doi":"","title":"History Sticks to your Feet","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Performative utterance; Decolonization; Shame; Colonialism; Metaphor; Feeling; Phragmites; Lived experience","score_opus":0.1537771432390338,"score_gpt":0.3860144297934989,"score_spread":0.23223728655446513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991525165","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061560515,0.00019890525,0.000023827537,0.00075603084,0.0014367615,0.0010246556,0.00003746765,0.00009651743,0.9348653],"genre_scores_gemma":[0.090598956,0.00049235096,0.00013304465,0.00006674315,0.00028373563,9.695451e-7,0.00021087386,0.00004659613,0.9081667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99299073,0.002523427,0.00022516651,0.0012346964,0.0019388732,0.0010871001],"domain_scores_gemma":[0.99560606,0.00035726684,0.00025405653,0.00085069775,0.0019524273,0.0009794732],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019928038,0.00037823798,0.00059035065,0.0011589138,0.00486913,0.00057273085,0.0039287205,0.0009958677,0.000061760926],"category_scores_gemma":[0.0003238149,0.00053011643,0.00027486065,0.0014229104,0.00075717614,0.0010971077,0.000665345,0.0022371213,0.00015643856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00047852754,0.000195421,0.00011016071,0.00006439329,0.00015356415,0.0026462604,0.0215463,0.0000036241463,0.0011155397,0.9601506,0.013022805,0.0005128228],"study_design_scores_gemma":[0.00048583484,0.00013965697,0.0011563771,0.00028439763,0.00009668364,0.0000027397707,0.087832525,0.000003841107,0.00021720104,0.00014243032,0.9090843,0.00055398315],"about_ca_topic_score_codex":0.045438215,"about_ca_topic_score_gemma":0.04192403,"teacher_disagreement_score":0.96000814,"about_ca_system_score_codex":0.007405296,"about_ca_system_score_gemma":0.009667187,"threshold_uncertainty_score":0.99971503},"labels":[],"label_agreement":null},{"id":"W6991602816","doi":"","title":"Humanizing Data: A framework for Open Government Data decision making","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Open government; Corporate governance; Open data; Government (linguistics); Perspective (graphical); Data collection; Data governance; State (computer science)","score_opus":0.33215179268628353,"score_gpt":0.4360976880575487,"score_spread":0.1039458953712652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991602816","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000059128713,0.00068336824,0.01416314,0.0001620132,0.0008245865,0.006050558,0.009016913,0.00026510385,0.9687752],"genre_scores_gemma":[0.00056746963,0.00068313564,0.086108595,0.000045462548,0.00063202146,0.0000028181682,0.003430274,0.001062866,0.90746737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98577696,0.0027056928,0.0005485733,0.0053785797,0.0036242388,0.0019659805],"domain_scores_gemma":[0.98140764,0.0020057939,0.0011254144,0.013773978,0.0008288753,0.00085829606],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["open_science","research_integrity"],"category_scores_codex":[0.005056194,0.0010366939,0.0016355988,0.0017800896,0.00403065,0.0032984256,0.051607087,0.0015199606,0.00015666468],"category_scores_gemma":[0.00097434793,0.0013550856,0.00026049383,0.0040087076,0.0010259345,0.004172899,0.07885101,0.0028550609,0.00034993826],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002281978,0.0004296331,0.00019444436,0.00021241774,0.0009860422,0.003557578,0.00012448024,0.000007549394,0.00016350676,0.62460357,0.36516806,0.002270731],"study_design_scores_gemma":[0.003036196,0.00023516775,0.00012826058,0.005942672,0.0005491412,0.00004723453,0.004941535,0.000539425,0.000049113423,0.0002833723,0.9828299,0.0014179571],"about_ca_topic_score_codex":0.0047958493,"about_ca_topic_score_gemma":0.00846324,"teacher_disagreement_score":0.6243202,"about_ca_system_score_codex":0.0056901323,"about_ca_system_score_gemma":0.0034333577,"threshold_uncertainty_score":0.9997763},"labels":[],"label_agreement":null},{"id":"W6991709393","doi":"","title":"How to Expedite the Process of Circular Built Environment in Toronto: A Systemic Approach","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Circular economy; Process (computing); Bridge (graph theory); Built environment; Cover (algebra); Key (lock); State (computer science)","score_opus":0.04923159363592224,"score_gpt":0.29368196035845356,"score_spread":0.24445036672253131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991709393","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047763316,0.00054854754,0.000188201,0.00018520663,0.00022924544,0.005644254,0.0003074758,0.000343663,0.98777705],"genre_scores_gemma":[0.057317346,0.0005872053,0.00015827063,0.0000058934684,0.00019069518,0.000011639829,0.000047135534,0.00090822676,0.9407736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907752,0.0028434002,0.0003693814,0.0019574922,0.002647548,0.0014069559],"domain_scores_gemma":[0.9955552,0.00025788526,0.00060664007,0.0025674605,0.000358395,0.00065442163],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.002165015,0.000743252,0.0011892313,0.0026019213,0.0008131202,0.00033710164,0.0075762323,0.00089059543,0.0000140146985],"category_scores_gemma":[0.00011962986,0.00077584456,0.0003242697,0.003687151,0.0011506975,0.0011303205,0.002560133,0.0014495503,0.00031083656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019239379,0.0012841942,0.0031464086,0.0018013039,0.0016148058,0.0054886853,0.0069500287,0.00079303194,0.0056735263,0.8905056,0.08039585,0.0004225959],"study_design_scores_gemma":[0.0026182448,0.00034125175,0.0007453911,0.0015887471,0.00022986626,0.00005825743,0.07074927,0.0001562116,0.00032690237,0.0000099763,0.92207056,0.0011052971],"about_ca_topic_score_codex":0.04957913,"about_ca_topic_score_gemma":0.011284035,"teacher_disagreement_score":0.89049566,"about_ca_system_score_codex":0.00897199,"about_ca_system_score_gemma":0.0011851994,"threshold_uncertainty_score":0.9994693},"labels":[],"label_agreement":null},{"id":"W6991766788","doi":"","title":"Innovation Education","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Framing (construction); Curriculum; Order (exchange); Innovation management; Innovation system","score_opus":0.06594274288090382,"score_gpt":0.34537806528100123,"score_spread":0.2794353224000974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991766788","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007696075,0.00010069912,0.00014480612,0.0003350679,0.0008234754,0.0024158577,0.0003066686,0.00060595415,0.99449784],"genre_scores_gemma":[0.0017611868,0.00024008803,0.00048000916,0.000029932853,0.00057357876,0.000001698826,0.00028514303,0.0007049052,0.99592346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927057,0.0022998848,0.0003431671,0.0017239755,0.0017092539,0.0012180303],"domain_scores_gemma":[0.9946533,0.00018120829,0.00076441694,0.0019748395,0.0018819028,0.0005443383],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001406385,0.00067576434,0.0007370764,0.010250551,0.0016436258,0.00043857415,0.004543017,0.0011677787,0.00017430226],"category_scores_gemma":[0.00012873732,0.00078507327,0.00020774362,0.007323753,0.0013757577,0.0016947278,0.0016496092,0.0014936214,0.008064932],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00035696404,0.0002683884,0.0003151685,0.00006304303,0.0002120885,0.0003436137,0.00006504169,4.240422e-7,0.0020956986,0.57819664,0.4168161,0.0012668404],"study_design_scores_gemma":[0.0018748668,0.0001587753,0.0003949783,0.0008825979,0.00012750739,0.000029473013,0.0011882285,0.0000044943654,0.00046686718,0.00013769214,0.9938319,0.0009026187],"about_ca_topic_score_codex":0.0063234624,"about_ca_topic_score_gemma":0.000864819,"teacher_disagreement_score":0.57805896,"about_ca_system_score_codex":0.004828747,"about_ca_system_score_gemma":0.0059659993,"threshold_uncertainty_score":0.99966925},"labels":[],"label_agreement":null},{"id":"W6991808990","doi":"","title":"Improving the Resilience of SMEs: Succession Planning for Canadian Family-Run Small Businesses","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Succession planning; Sensemaking; Small business; Process (computing); Ecological succession; Resilience (materials science); Psychological resilience","score_opus":0.08461112805807776,"score_gpt":0.3095528099536741,"score_spread":0.22494168189559638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991808990","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068162354,0.0003012075,0.00026730652,0.00017337169,0.0005379355,0.0034498016,0.0008252105,0.00044391223,0.987185],"genre_scores_gemma":[0.011710076,0.00022615801,0.00055071583,0.000020689538,0.00021782916,0.0000035059782,0.00009732717,0.00092970196,0.986244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99366,0.001399076,0.00036903558,0.0015901995,0.0012828798,0.0016988548],"domain_scores_gemma":[0.99420184,0.0009976644,0.0007743656,0.0018172408,0.0013895615,0.00081929896],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.002206414,0.0006552553,0.0008933124,0.0053792438,0.0035536585,0.00041811485,0.0073259794,0.00092472555,0.0000059695326],"category_scores_gemma":[0.00043578117,0.0006657408,0.00031000745,0.004883561,0.0017767161,0.00094192347,0.0017632825,0.0014359867,0.0001504486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001740957,0.00018332558,0.0052464735,0.00086642825,0.00068045774,0.0036345066,0.00084938644,0.00037126063,0.0080697695,0.73392963,0.24344535,0.0009824313],"study_design_scores_gemma":[0.001707369,0.00023554477,0.0023531942,0.0019972671,0.0002413772,0.0000121178955,0.0116129685,0.0002946889,0.00061154173,0.000014278471,0.9801118,0.0008079011],"about_ca_topic_score_codex":0.75759923,"about_ca_topic_score_gemma":0.49143797,"teacher_disagreement_score":0.7366664,"about_ca_system_score_codex":0.003057182,"about_ca_system_score_gemma":0.0066218413,"threshold_uncertainty_score":0.99957937},"labels":[],"label_agreement":null},{"id":"W6992769375","doi":"","title":"MIXING RICE-A Support paper for an MFA thesis exhibition","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Visibility; The arts; Dissemination; Work (physics); Architecture","score_opus":0.07235775331853442,"score_gpt":0.29985734499409483,"score_spread":0.22749959167556041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992769375","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39306068,0.000044016837,0.0000011765281,0.00034359616,0.00026959964,0.0011415019,0.00018655894,0.00007470225,0.6048781],"genre_scores_gemma":[0.18633682,0.00017410099,0.00009715162,0.000055376502,0.00042634032,0.0000058268542,0.0046722707,0.000009540235,0.8082226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99616313,0.0009452618,0.00022227006,0.0011091379,0.00084436545,0.00071581267],"domain_scores_gemma":[0.9981752,0.00029514116,0.00025783965,0.00027929817,0.0005991266,0.00039338385],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008566176,0.0003592254,0.00045149899,0.00019958528,0.0046445387,0.00036106072,0.002284341,0.00052859547,0.00013761109],"category_scores_gemma":[0.000032410153,0.00023938547,0.0003665108,0.0011628096,0.00014517395,0.0012586402,0.00039108278,0.00094681454,0.000028337916],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049520596,0.0010845817,0.0004017319,0.00018084605,0.00036569213,0.0018603341,0.0026416422,0.000014866138,0.17383282,0.7738805,0.029595861,0.011189068],"study_design_scores_gemma":[0.00068627595,0.0015794185,0.006752645,0.000062873216,0.00016250808,0.00001865763,0.029972509,0.000015353904,0.0018584403,0.0001844463,0.9581113,0.0005955996],"about_ca_topic_score_codex":0.00548496,"about_ca_topic_score_gemma":0.008181886,"teacher_disagreement_score":0.92851543,"about_ca_system_score_codex":0.0007029027,"about_ca_system_score_gemma":0.00029969943,"threshold_uncertainty_score":0.9966513},"labels":[],"label_agreement":null},{"id":"W6992878771","doi":"","title":"Moving towards an outcomes-based curriculum model in design education: An action research study at OCAD University","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action research; Context (archaeology); Curriculum; Action (physics); Research design; Higher education; Field (mathematics)","score_opus":0.2893137963040577,"score_gpt":0.43018878455693166,"score_spread":0.14087498825287398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992878771","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101116486,0.00006862994,0.00033120986,0.00015446379,0.00046867089,0.0074733687,0.00037558438,0.00067393767,0.88933766],"genre_scores_gemma":[0.08126557,0.00008078763,0.0018293508,0.000016464484,0.00022178303,0.0000048890115,0.0005170241,0.00076587,0.9152983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9653041,0.022055056,0.0005922022,0.0040100394,0.0053334916,0.002705119],"domain_scores_gemma":[0.9878473,0.00038084766,0.000757675,0.004284654,0.004042666,0.0026868454],"candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.010377054,0.0013732342,0.0017597275,0.014847438,0.004277278,0.00078617735,0.009710614,0.0018269982,0.00003982206],"category_scores_gemma":[0.00030758884,0.0017836216,0.00036318303,0.011338068,0.0020235737,0.004984246,0.0035950332,0.0049760495,0.0006852137],"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":[0.012450931,0.025107399,0.055863913,0.00043199403,0.001321181,0.012610714,0.0058593918,0.012862644,0.0012698151,0.63458514,0.23625524,0.0013816091],"study_design_scores_gemma":[0.013926773,0.004045648,0.0076046665,0.00095640257,0.00060854346,0.000047506193,0.09231704,0.02406693,0.00016940114,0.00008149178,0.852639,0.0035365946],"about_ca_topic_score_codex":0.09162979,"about_ca_topic_score_gemma":0.059749786,"teacher_disagreement_score":0.63450366,"about_ca_system_score_codex":0.0295006,"about_ca_system_score_gemma":0.022164626,"threshold_uncertainty_score":0.99990183},"labels":[],"label_agreement":null},{"id":"W6994381482","doi":"","title":"2020 Media Futures","year":2011,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Futures contract; General partnership; Entertainment; Action (physics); Social media; Mass media; Product (mathematics); The Internet; Critical mass (sociodynamics)","score_opus":0.07507595426569594,"score_gpt":0.2922136620002237,"score_spread":0.21713770773452776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994381482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000794875,0.0005004446,0.000024716677,0.00011437305,0.0010054316,0.0022851776,0.000748755,0.0009304354,0.9935958],"genre_scores_gemma":[0.0020829062,0.00081492105,0.00072475633,0.000023369035,0.00088013243,0.0000011419684,0.00028713516,0.0011521229,0.9940335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98872703,0.0037196395,0.00037816548,0.0025851799,0.0024732715,0.0021167044],"domain_scores_gemma":[0.9933988,0.0003439696,0.00070652604,0.002943951,0.0009413272,0.0016654301],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0013537433,0.0011263938,0.0013889989,0.0055304593,0.0031162184,0.0006837675,0.010282812,0.0019549397,0.00052407914],"category_scores_gemma":[0.00015025985,0.0014008199,0.00055541383,0.005384296,0.0034117112,0.001390771,0.003946325,0.0034178116,0.008778624],"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":[0.0008255246,0.00026786927,0.00030435622,0.00007641464,0.00053755846,0.007266336,0.00069571397,0.0000010448935,0.00031029337,0.5277867,0.4617166,0.00021165625],"study_design_scores_gemma":[0.0027597332,0.00027839292,0.00085368234,0.000547127,0.00035302143,0.00007714278,0.005252761,0.000007933691,0.00031020335,0.000062080486,0.9880586,0.0014392853],"about_ca_topic_score_codex":0.028606318,"about_ca_topic_score_gemma":0.014731419,"teacher_disagreement_score":0.52772456,"about_ca_system_score_codex":0.0027499096,"about_ca_system_score_gemma":0.0031139501,"threshold_uncertainty_score":0.9993407},"labels":[],"label_agreement":null},{"id":"W6994403879","doi":"","title":"Fibers of Drought","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scarcity; Water scarcity; Natural (archaeology); Textile; Natural resource; Studio","score_opus":0.06569722044955657,"score_gpt":0.32135737477336745,"score_spread":0.2556601543238109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994403879","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052365975,0.0006479765,0.000026125188,0.00015146914,0.000655825,0.0019694495,0.0008319413,0.00061102293,0.99458253],"genre_scores_gemma":[0.0025016812,0.00041303237,0.00058332353,0.000008315139,0.0002462411,6.737341e-7,0.00011662426,0.0011112901,0.99501884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916378,0.0022168343,0.0003956283,0.002093516,0.002227714,0.0014284623],"domain_scores_gemma":[0.99524003,0.00022022535,0.0005802448,0.0023746467,0.000751922,0.0008329537],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0014568703,0.000823194,0.0012830723,0.007265232,0.000751354,0.0003608686,0.006580056,0.0013395126,0.000113511975],"category_scores_gemma":[0.00007242778,0.0010331874,0.00060286844,0.0067399438,0.0025836306,0.00094955077,0.003298602,0.0025463034,0.006388946],"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":[0.00047996736,0.00019328558,0.00009298686,0.0003805052,0.000808245,0.0044080354,0.0002722366,0.000004547401,0.0010212462,0.5684941,0.42376468,0.000080186415],"study_design_scores_gemma":[0.0017494127,0.0003254418,0.00005572427,0.001618806,0.00047769665,0.00004651917,0.0028187358,0.00002831017,0.000799915,0.00010560242,0.9910243,0.00094949885],"about_ca_topic_score_codex":0.014158334,"about_ca_topic_score_gemma":0.0019674702,"teacher_disagreement_score":0.56838846,"about_ca_system_score_codex":0.0027940401,"about_ca_system_score_gemma":0.0021906043,"threshold_uncertainty_score":0.99995697},"labels":[],"label_agreement":null},{"id":"W6994470941","doi":"","title":"El contrato","year":2003,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dignity; Population; Immigration; Work (physics)","score_opus":0.05950343299865379,"score_gpt":0.3132633190944868,"score_spread":0.253759886095833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994470941","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045716728,0.00038052522,0.000087075256,0.0001570542,0.0006384639,0.0031131145,0.0005940447,0.00075618847,0.9938164],"genre_scores_gemma":[0.0017195514,0.00046068462,0.000470467,0.000045766006,0.00027430512,0.0000012613057,0.00015474187,0.0011374067,0.9957358],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.987542,0.0048890887,0.00038413945,0.0025252847,0.0023890433,0.0022704818],"domain_scores_gemma":[0.99361354,0.00029971972,0.0006602245,0.002849424,0.001049799,0.0015273006],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001843451,0.0010952766,0.0014394362,0.005875263,0.0024530385,0.0006891482,0.0074763913,0.0017926069,0.00019636993],"category_scores_gemma":[0.00013476137,0.0014299008,0.00053338957,0.0057373233,0.002402822,0.0013295205,0.001903435,0.0031111934,0.006437856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005609854,0.00031178264,0.000398481,0.00007183984,0.0006112165,0.0058388016,0.00010021732,0.000003701461,0.0008070351,0.5908311,0.40038982,0.0000750033],"study_design_scores_gemma":[0.004396057,0.00031757052,0.00015724944,0.00052031275,0.00032047546,0.00009077678,0.0020670681,0.000020464284,0.00042280872,0.000057716898,0.9901647,0.0014648038],"about_ca_topic_score_codex":0.012567426,"about_ca_topic_score_gemma":0.003254124,"teacher_disagreement_score":0.5907734,"about_ca_system_score_codex":0.004130396,"about_ca_system_score_gemma":0.0032967224,"threshold_uncertainty_score":0.99969256},"labels":[],"label_agreement":null},{"id":"W6995603440","doi":"","title":"Pathwaves Digital Music: Horizon Scan","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Horizon; Key (lock); Set (abstract data type); Digital elevation model","score_opus":0.06309324428331722,"score_gpt":0.2790833301022599,"score_spread":0.21599008581894266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995603440","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032280097,0.00020371295,0.00002010753,0.00014170291,0.00066042156,0.002830267,0.0024959666,0.001008275,0.98941153],"genre_scores_gemma":[0.0074325358,0.000198173,0.00017024066,0.0000196363,0.00039434698,0.0000021803269,0.00086269504,0.0012475488,0.98967266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882234,0.0031166512,0.00038860002,0.0028191125,0.003295475,0.0021567845],"domain_scores_gemma":[0.99400663,0.00031899512,0.00072020036,0.0029596095,0.0006263481,0.0013682423],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013686325,0.0011128556,0.0013009864,0.0070882584,0.0038561826,0.0013652815,0.00947361,0.0010564425,0.0007252023],"category_scores_gemma":[0.00012593372,0.0014855455,0.00063395454,0.0068047643,0.002512832,0.0024505088,0.007472472,0.0036602302,0.002775498],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008211755,0.00045121627,0.0008060042,0.00008040733,0.00059296837,0.009107931,0.00024761696,0.000007561318,0.00039575933,0.5879065,0.39862263,0.0009602611],"study_design_scores_gemma":[0.0029343877,0.00094112137,0.00023964359,0.00022113079,0.00021853451,0.000096187556,0.007333486,0.000022100161,0.000084168445,0.0000469675,0.9863177,0.0015445839],"about_ca_topic_score_codex":0.008713152,"about_ca_topic_score_gemma":0.0021453344,"teacher_disagreement_score":0.5878595,"about_ca_system_score_codex":0.007381395,"about_ca_system_score_gemma":0.0032541724,"threshold_uncertainty_score":0.9996714},"labels":[],"label_agreement":null},{"id":"W6995759612","doi":"","title":"Performative Strategies in the Extractive Periphery: Resisting Colonial-Capitalist Logics of Dissolution in the Anthropocene","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foregrounding; Situated; Performativity; Performative utterance; Anthropocene; Immediacy; Appropriation; Field (mathematics); Embodied cognition; Politics; Indigenous","score_opus":0.06406599747965462,"score_gpt":0.296337240269691,"score_spread":0.23227124279003636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6995759612","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31983092,0.000112691596,0.0000010960839,0.00038876862,0.00011408085,0.0006455838,0.00009555368,0.000007875426,0.67880344],"genre_scores_gemma":[0.97226393,0.00023174775,0.00001676937,0.000025323587,0.00008803566,0.0000016417354,0.0004250991,0.000013919988,0.026933517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99634594,0.0019125779,0.00025072249,0.00043312056,0.00065937795,0.00039824995],"domain_scores_gemma":[0.99868906,0.00047140237,0.00023392866,0.00034327566,0.00019967569,0.000062666084],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008762474,0.0002564756,0.000362774,0.00033281054,0.0022331835,0.00059012696,0.0017417833,0.00022367065,0.000014913602],"category_scores_gemma":[0.00006127383,0.00021089992,0.00012073009,0.00045732417,0.0010608233,0.0016452642,0.00016287301,0.0017110566,0.000007213906],"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":[0.0007770293,0.00023230886,0.00035594832,0.00016069361,0.000039292903,0.0007270439,0.15798435,0.000014004264,0.000118264616,0.83919376,0.00033403852,0.00006328056],"study_design_scores_gemma":[0.0006819764,0.00042293733,0.021868462,0.0003592717,0.00007163727,0.00000629577,0.8673797,0.00007385295,0.00008901649,0.00042705974,0.10833561,0.00028417312],"about_ca_topic_score_codex":0.005963644,"about_ca_topic_score_gemma":0.014757898,"teacher_disagreement_score":0.8387667,"about_ca_system_score_codex":0.0005234738,"about_ca_system_score_gemma":0.00035742985,"threshold_uncertainty_score":0.99906576},"labels":[],"label_agreement":null},{"id":"W6996072381","doi":"","title":"Purpose Economy in Canada: Synthesis Map","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capitalism; Artifact (error); New economy; Production (economics); Digital economy; Core (optical fiber)","score_opus":0.05247182802675903,"score_gpt":0.2619386785787646,"score_spread":0.2094668505520056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996072381","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013687774,0.0005032615,0.000009326821,0.00035328267,0.00044066028,0.0021273473,0.00048062715,0.00016676176,0.99454993],"genre_scores_gemma":[0.0067541664,0.00030513064,0.00026662395,0.000029306964,0.00018625049,0.0000031967418,0.00016835668,0.0006781667,0.9916088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895769,0.004067533,0.0004330372,0.0024059233,0.0015042494,0.0020123823],"domain_scores_gemma":[0.99463165,0.00061183504,0.00053422694,0.0024004562,0.0006553,0.001166529],"candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012738346,0.0009085413,0.0015522267,0.005259039,0.0011103452,0.00045326172,0.006649388,0.00096903543,0.00033501346],"category_scores_gemma":[0.00013614557,0.0012814422,0.00032730668,0.00459012,0.0009320608,0.0009217405,0.0030460742,0.002632049,0.00071251363],"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":[0.00047607475,0.0002648419,0.0043289517,0.00029043,0.0005640467,0.032035552,0.00008952074,0.000029397872,0.00020175062,0.64682686,0.31461865,0.0002739305],"study_design_scores_gemma":[0.0017626513,0.00006149279,0.0010206115,0.001276049,0.00015256756,0.000047748577,0.0048715547,0.000055340202,0.00041433173,0.00001453709,0.9890769,0.0012461836],"about_ca_topic_score_codex":0.9675785,"about_ca_topic_score_gemma":0.98136216,"teacher_disagreement_score":0.67445827,"about_ca_system_score_codex":0.023575788,"about_ca_system_score_gemma":0.025972664,"threshold_uncertainty_score":0.9996689},"labels":[],"label_agreement":null},{"id":"W6996209537","doi":"","title":"In the Pursuit of Permanence, Is There Only Persistence?
\\nContemporary Graffiti Practices in Toronto","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Graffiti; Periodization; Value (mathematics); Cultural studies; Value systems","score_opus":0.10381148944365201,"score_gpt":0.3438145589964139,"score_spread":0.24000306955276188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996209537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024958063,0.0014587179,9.536611e-7,0.0010175464,0.00027829912,0.003623178,0.00036492024,0.0000881221,0.9682102],"genre_scores_gemma":[0.102029435,0.001151757,0.00006653789,0.000068707006,0.00011102096,0.0000017522906,0.00005105219,0.00030704722,0.8962127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9876367,0.00561417,0.0005036155,0.0018446281,0.003092535,0.0013083575],"domain_scores_gemma":[0.9941706,0.00073931017,0.0016184051,0.0025515356,0.0005675998,0.00035253703],"candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003863932,0.00077542284,0.00126048,0.0031775779,0.00062394905,0.00051831175,0.012686528,0.0011194941,0.00015910398],"category_scores_gemma":[0.00015229055,0.0007911426,0.00041683044,0.003969901,0.0016777994,0.0040961956,0.0021568474,0.0024544497,0.0006559922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020632662,0.0011824343,0.019173754,0.00046161618,0.00048469892,0.0077135777,0.0074874074,0.000008470673,0.00039299828,0.6847595,0.27616173,0.00011055619],"study_design_scores_gemma":[0.0029065274,0.0004918159,0.006481793,0.0011161278,0.00013344309,0.00007027071,0.105853416,0.00003724831,0.000046581485,0.000017059037,0.88207984,0.000765851],"about_ca_topic_score_codex":0.24404944,"about_ca_topic_score_gemma":0.19243747,"teacher_disagreement_score":0.68474245,"about_ca_system_score_codex":0.004496676,"about_ca_system_score_gemma":0.0038328825,"threshold_uncertainty_score":0.99984694},"labels":[],"label_agreement":null},{"id":"W6996318730","doi":"","title":"Responding to Complexity with Humility: A Systems-oriented Approach to Strategic Communication","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Strategic design; Strategic planning; Set (abstract data type); Process (computing); Plan (archaeology); Strategic thinking; Strategic communication","score_opus":0.1856287552499599,"score_gpt":0.3284430585223691,"score_spread":0.1428143032724092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996318730","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036397695,0.00009727541,0.0010383656,0.000347628,0.00013528836,0.0073753954,0.0008296229,0.0008088367,0.98572785],"genre_scores_gemma":[0.028489854,0.000043443586,0.0067624454,0.000041572355,0.00013908428,0.000007644239,0.0005098269,0.0007223053,0.96328384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860546,0.006641898,0.00043628592,0.0026735065,0.0025794941,0.0016142033],"domain_scores_gemma":[0.99202543,0.0002855721,0.00055660383,0.0036771614,0.0011882035,0.0022670208],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021625373,0.0009783561,0.0014881502,0.009136371,0.0028259042,0.00092271174,0.008302268,0.00082024024,0.000014597449],"category_scores_gemma":[0.000110538356,0.001168483,0.0002270895,0.016650628,0.0014966008,0.0009505857,0.0043506282,0.0026039751,0.0012370317],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049954425,0.0005132491,0.00029705706,0.00031510243,0.0006851649,0.0011603804,0.0013735597,0.00023649322,0.00087618415,0.9034041,0.08612811,0.000015132172],"study_design_scores_gemma":[0.0025979322,0.0007983999,0.00023835838,0.0012945916,0.0002461834,0.000049090082,0.023538023,0.00038677387,0.00006153083,0.00001595621,0.9694853,0.001287857],"about_ca_topic_score_codex":0.019431282,"about_ca_topic_score_gemma":0.00267722,"teacher_disagreement_score":0.90338814,"about_ca_system_score_codex":0.0056955656,"about_ca_system_score_gemma":0.0023391023,"threshold_uncertainty_score":0.999697},"labels":[],"label_agreement":null},{"id":"W6996493447","doi":"","title":"Site Internet officiel du Vieux-Montréal, http://
\\nwww.vieux.montreal.qc.ca/, consulté le 3 novembre 2002.","year":2002,"lang":"fr","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Context (archaeology); Subject (documents)","score_opus":0.06166447111988441,"score_gpt":0.28742397754073506,"score_spread":0.22575950642085066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996493447","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.076902084,0.018076932,0.000046540434,0.017990466,0.0017732711,0.0016217382,0.00022730898,0.00012585588,0.8832358],"genre_scores_gemma":[0.2828727,0.013480667,0.00007948259,0.00017936683,0.00046246027,0.0000026573657,0.000029793962,0.000035699344,0.70285714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.990864,0.0033829901,0.00056124554,0.0016623095,0.0016576066,0.001871841],"domain_scores_gemma":[0.99426275,0.0008692632,0.0003917463,0.0011433291,0.0020737813,0.0012591024],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0020169092,0.00066371873,0.0009465701,0.0009145941,0.00653982,0.0006139907,0.0035847328,0.00073369645,0.00023395952],"category_scores_gemma":[0.00030938303,0.00085469586,0.00049735093,0.0034955603,0.004983104,0.0027975268,0.001930003,0.0016164555,0.001949257],"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":[0.00035200562,0.0014097219,0.002735344,0.00010560179,0.00041404358,0.0012317459,0.01752457,0.000043411383,0.000026257923,0.60958624,0.3640418,0.0025292293],"study_design_scores_gemma":[0.0024095485,0.000304551,0.006397777,0.00022355441,0.00021353652,0.000035772016,0.06500074,0.0009869932,0.000032556054,0.0000883409,0.92349994,0.00080667605],"about_ca_topic_score_codex":0.420828,"about_ca_topic_score_gemma":0.11194299,"teacher_disagreement_score":0.6094979,"about_ca_system_score_codex":0.002260991,"about_ca_system_score_gemma":0.0011391893,"threshold_uncertainty_score":0.99939036},"labels":[],"label_agreement":null},{"id":"W6996606398","doi":"","title":"Shifting Mindsets for Managing Complexity: A Municipal Case Study","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mindset; Coproduction; Context (archaeology); Empirical research; Process (computing); Theory of change; Change management (ITSM); Strategic leadership; Organizational change","score_opus":0.21263833150866893,"score_gpt":0.37903143101742315,"score_spread":0.16639309950875422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996606398","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03300985,0.000118012,0.000046557838,0.00012051513,0.0004273062,0.009619972,0.0011357979,0.0006828911,0.9548391],"genre_scores_gemma":[0.03592144,0.000030665666,0.0010327403,0.000018884059,0.00026437646,0.000012302193,0.00033407114,0.001158356,0.9612272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98618436,0.0058348672,0.0004927329,0.002907014,0.002310882,0.002270137],"domain_scores_gemma":[0.9937156,0.0007415451,0.0008604378,0.0030028631,0.00064803753,0.0010315507],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003753026,0.001068591,0.0015203429,0.0075252033,0.0077840677,0.00080400315,0.0077523184,0.00065880717,0.00020667666],"category_scores_gemma":[0.00013587976,0.0014985882,0.0005710419,0.0054061874,0.0016097816,0.0011421733,0.008013995,0.0031423906,0.00029169724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019906473,0.0017198365,0.0021755258,0.0002786535,0.0019597998,0.16673242,0.005012655,0.0000499622,0.00007226441,0.72296685,0.09665701,0.00038439792],"study_design_scores_gemma":[0.006562758,0.0011239718,0.0000943145,0.00022240747,0.0006702704,0.0009770425,0.1467201,0.0004743031,0.000008676015,0.000039937375,0.84178525,0.0013209489],"about_ca_topic_score_codex":0.08155513,"about_ca_topic_score_gemma":0.04126335,"teacher_disagreement_score":0.7451283,"about_ca_system_score_codex":0.0059507946,"about_ca_system_score_gemma":0.0015278364,"threshold_uncertainty_score":0.9991574},"labels":[],"label_agreement":null},{"id":"W6996922699","doi":"","title":"Still waiting for disruption: Final report","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Economic Justice; Transformative learning; Key (lock); Cognitive reframing; Dispute resolution","score_opus":0.15533849247795958,"score_gpt":0.35058358323908656,"score_spread":0.19524509076112698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996922699","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007525611,0.00012054644,0.0006904066,0.0005725289,0.0005517534,0.004196448,0.0010357832,0.0008298666,0.9912501],"genre_scores_gemma":[0.003831638,0.000121171004,0.0023866622,0.000026306217,0.0009106081,0.0000036395236,0.0007447801,0.00094876165,0.99102646],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99120075,0.0017484308,0.0005017528,0.002746413,0.0020356402,0.0017670395],"domain_scores_gemma":[0.994199,0.00044290963,0.0010337766,0.0019641565,0.0010574557,0.0013027148],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017033912,0.0009236825,0.0013042984,0.0031707746,0.0019374446,0.0006424193,0.0054252013,0.0011943744,0.0000689223],"category_scores_gemma":[0.0003774877,0.0012169706,0.00066038046,0.0038173746,0.0014585889,0.0012565054,0.0025594647,0.0022490006,0.0010263396],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014978686,0.00021221137,0.00041377504,0.0002755666,0.00059762225,0.020113915,0.00026070225,0.0000116415595,0.00073574675,0.6702092,0.30539855,0.0002731802],"study_design_scores_gemma":[0.0036669257,0.00045487157,0.00019253422,0.0006997179,0.00041289808,0.0003210719,0.0023236836,0.0003528786,0.00020808521,0.00003793477,0.99008113,0.0012482376],"about_ca_topic_score_codex":0.004790312,"about_ca_topic_score_gemma":0.0011598163,"teacher_disagreement_score":0.6846826,"about_ca_system_score_codex":0.0025090454,"about_ca_system_score_gemma":0.0027763213,"threshold_uncertainty_score":0.99995595},"labels":[],"label_agreement":null},{"id":"W6996961719","doi":"","title":"Treasured Memories: Thinking with Things","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University","keywords":"Possession (linguistics); Exhibition; Object (grammar); Power (physics); Everyday life","score_opus":0.05163455200697478,"score_gpt":0.26177950453079496,"score_spread":0.21014495252382018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996961719","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.110352024,0.000076240445,0.000008689951,0.00028636868,0.00044851884,0.0008464146,0.000059476402,0.00021513784,0.8877071],"genre_scores_gemma":[0.24587885,0.00018180527,0.00027743293,0.000051710795,0.0006215247,0.0000012226341,0.00044092155,0.00007371506,0.7524728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995207,0.0007427197,0.00029781178,0.0012325667,0.0015310952,0.0009888108],"domain_scores_gemma":[0.9961579,0.00023426554,0.0004901027,0.00070714235,0.0019400502,0.00047056787],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00094270444,0.0005628494,0.0007043172,0.0016536126,0.0073012467,0.001482957,0.0031012385,0.0006190869,0.000051717274],"category_scores_gemma":[0.00005049675,0.00052726053,0.00039762325,0.0013871167,0.0022291646,0.001956765,0.0004233596,0.001952329,0.00006429859],"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":[0.0019097986,0.00020461225,0.00029319138,0.00016212453,0.0004996583,0.0014250351,0.012476178,2.8181273e-7,0.00014116587,0.980596,0.0017426963,0.00054924143],"study_design_scores_gemma":[0.0013630386,0.0007781495,0.00055109634,0.0009951387,0.00034293378,0.000015401061,0.089475155,0.000015210234,0.00040089118,0.0008714861,0.904283,0.0009085109],"about_ca_topic_score_codex":0.008991951,"about_ca_topic_score_gemma":0.016419057,"teacher_disagreement_score":0.9797245,"about_ca_system_score_codex":0.00039291364,"about_ca_system_score_gemma":0.00071080885,"threshold_uncertainty_score":0.9997179},"labels":[],"label_agreement":null},{"id":"W6997253532","doi":"","title":"What Do We Do Now? - Qualitative Research on Immigrant Women’s Access to Skills Training Provided by the Public Service in Canada","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Qualitative research; Settlement (finance); Service provider; Service (business); Public sector; Process (computing)","score_opus":0.14899772350477397,"score_gpt":0.3995255984288901,"score_spread":0.25052787492411616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997253532","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042162623,0.0004305321,0.0000038841135,0.0153566925,0.00093912205,0.008470072,0.0014315817,0.0004482732,0.9307572],"genre_scores_gemma":[0.0407393,0.002138483,0.000028490505,0.00018865835,0.0001713411,0.00004461581,0.00010134509,0.0012990747,0.9552887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9677716,0.017578615,0.00063615787,0.003309883,0.006417491,0.004286253],"domain_scores_gemma":[0.9873416,0.0044537135,0.00060628133,0.0031471886,0.0023464158,0.0021047944],"candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011835532,0.0011365802,0.0015505081,0.010034676,0.0033352037,0.004247053,0.016275015,0.0009104531,0.00008434493],"category_scores_gemma":[0.00062679267,0.0011746066,0.00022936876,0.023827944,0.0011995606,0.0044440613,0.0061812485,0.0058532404,0.0015125474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0022060967,0.0005216334,0.0002964973,0.00025595602,0.00083656074,0.0057414505,0.050783858,0.000069570546,0.00024122931,0.36032125,0.5772467,0.0014791796],"study_design_scores_gemma":[0.0019834745,0.0002848216,0.0001898935,0.002268268,0.000028585086,0.000009918495,0.35193136,0.000018310773,0.00006814181,0.000046443707,0.6423293,0.0008414758],"about_ca_topic_score_codex":0.90907806,"about_ca_topic_score_gemma":0.98412806,"teacher_disagreement_score":0.36027482,"about_ca_system_score_codex":0.04204783,"about_ca_system_score_gemma":0.021370813,"threshold_uncertainty_score":0.9992649},"labels":[],"label_agreement":null},{"id":"W6998497358","doi":"","title":"Among all these tundras [Exhibition catalogue]","year":2019,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","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":"Work (physics); Government (linguistics); Population; Data collection","score_opus":0.09983450281737535,"score_gpt":0.3402746437430272,"score_spread":0.24044014092565183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998497358","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064994376,0.000066289096,0.000033263368,0.0011589049,0.0009207889,0.0025145072,0.00017520919,0.00024477212,0.9883868],"genre_scores_gemma":[0.01898584,0.0005848582,0.0000898558,0.00006391532,0.00046834745,9.691875e-7,0.00048401198,0.00007717439,0.979245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99062353,0.0030980024,0.00031297357,0.0016526118,0.0026176986,0.0016951702],"domain_scores_gemma":[0.99463075,0.00074406766,0.00049522193,0.0016167739,0.001425827,0.0010873505],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0030497739,0.0005742772,0.0008445564,0.001636267,0.0030282936,0.001043749,0.0065093096,0.0015462271,0.000034867964],"category_scores_gemma":[0.00021038955,0.00075782766,0.00044018566,0.0014889531,0.004026732,0.004314259,0.0023429426,0.002552636,0.0011004307],"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":[0.00025901385,0.0001338599,0.0008347447,0.000056321915,0.00030222803,0.0018030413,0.005038799,0.000006558284,0.000043006272,0.90939736,0.08197246,0.00015260969],"study_design_scores_gemma":[0.0010931886,0.00020581324,0.00050662825,0.00030817665,0.00015478884,0.000009142994,0.012400892,0.000017114682,0.000038024034,0.00054377835,0.9839191,0.0008033619],"about_ca_topic_score_codex":0.05586899,"about_ca_topic_score_gemma":0.03773714,"teacher_disagreement_score":0.9088536,"about_ca_system_score_codex":0.009452045,"about_ca_system_score_gemma":0.009258439,"threshold_uncertainty_score":0.99999326},"labels":[],"label_agreement":null},{"id":"W6998779068","doi":"","title":"Artistic Business Management
\\nUtilizing Art Thinking to Create Inner and Outer Wealth for Businesses","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Mindset; Design thinking; Order (exchange); Process (computing); Sustainable business; New business development; Business model; Business process; Theme (computing)","score_opus":0.05739321870255309,"score_gpt":0.31346182104100384,"score_spread":0.25606860233845075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998779068","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020612762,0.0000831563,0.0030659551,0.00045701777,0.00056451553,0.004841602,0.00036103622,0.0004969554,0.98806846],"genre_scores_gemma":[0.0017617451,0.00035869726,0.004926685,0.00006994087,0.00043244567,0.000005742555,0.00022269892,0.00073830044,0.99148375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99287766,0.0010805887,0.00037741527,0.0023963153,0.0014717268,0.0017962811],"domain_scores_gemma":[0.99480003,0.00029840754,0.0005053712,0.0017022549,0.0017419809,0.00095193693],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016721692,0.00091982953,0.0011452044,0.0060511646,0.0030047062,0.0010992776,0.003996797,0.00076220493,0.000042167547],"category_scores_gemma":[0.0001517153,0.0011190325,0.00018404507,0.0054019354,0.0013898319,0.001314754,0.0039227167,0.00079684076,0.0017591697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001745943,0.0002183114,0.0009342169,0.0009243202,0.0007090266,0.0025421877,0.000287787,0.0000143961,0.00021167324,0.6080505,0.3839021,0.00045953307],"study_design_scores_gemma":[0.0029775451,0.00024277151,0.0033421188,0.0021332302,0.00050151517,0.00004927222,0.0017563183,0.000061409744,0.000059330847,0.00015238191,0.98754954,0.0011745852],"about_ca_topic_score_codex":0.004308155,"about_ca_topic_score_gemma":0.0040230295,"teacher_disagreement_score":0.6078981,"about_ca_system_score_codex":0.0018577428,"about_ca_system_score_gemma":0.00083319226,"threshold_uncertainty_score":0.99993765},"labels":[],"label_agreement":null},{"id":"W6999065640","doi":"","title":"Body of Aesthetics: The therapeutic potential of aesthetics","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Professional Engineers Ontario","funders":"","keywords":"Exhibition; Context (archaeology); Narrative; Politics; Injustice; Loneliness; Subjectivity","score_opus":0.059879638238885556,"score_gpt":0.31190709781588105,"score_spread":0.2520274595769955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999065640","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24332869,0.0005664724,0.0000052798678,0.0002570899,0.0007697602,0.0009102449,0.000079058715,0.00003255256,0.75405085],"genre_scores_gemma":[0.566634,0.00082465145,0.000009976345,0.000012502655,0.00008833556,4.3288063e-7,0.00007382669,0.000030743493,0.4323255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704266,0.0008083053,0.0003195241,0.0004941249,0.00086289673,0.00047250418],"domain_scores_gemma":[0.9979772,0.00011033905,0.00033411436,0.000659862,0.00075505994,0.00016340712],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007215417,0.00029461228,0.00048811184,0.0006306409,0.0017593771,0.00017468799,0.0020449446,0.00027516286,0.000029359187],"category_scores_gemma":[0.0000049230075,0.0002645398,0.00032289047,0.00033695446,0.0013386358,0.0003975102,0.0002808572,0.0010512939,0.000041303567],"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":[0.0012949542,0.0002597856,0.00001870316,0.0003795995,0.00028177822,0.00023785514,0.020651795,0.0000068287563,0.0009955461,0.97386014,0.0007688706,0.001244145],"study_design_scores_gemma":[0.00087112567,0.0011124362,0.00016265622,0.00063174067,0.00039724918,0.000011563893,0.11740875,0.00008378964,0.0027445364,0.0010134233,0.8751967,0.00036603326],"about_ca_topic_score_codex":0.0041125384,"about_ca_topic_score_gemma":0.0024088868,"teacher_disagreement_score":0.9728467,"about_ca_system_score_codex":0.00038195078,"about_ca_system_score_gemma":0.0010323065,"threshold_uncertainty_score":0.9999807},"labels":[],"label_agreement":null},{"id":"W6999084030","doi":"","title":"Business Design. A new way forward. A powerful tool for unlocking social value.","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Argument (complex analysis); Artifact-centric business process model; Incrementalism; Business rule; Problem solver; Business process modeling; Curiosity; Space (punctuation)","score_opus":0.1034973938130831,"score_gpt":0.32818194919392,"score_spread":0.22468455538083693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999084030","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020321603,0.0004830288,0.012323975,0.0006180955,0.0006176757,0.005852978,0.00054915366,0.0005658871,0.978786],"genre_scores_gemma":[0.0005908715,0.00017385336,0.0070963153,0.000040426406,0.0009417052,0.000003052867,0.00041756986,0.0011952159,0.989541],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.988143,0.003594284,0.00048099697,0.0028908758,0.0024065585,0.0024842601],"domain_scores_gemma":[0.99321514,0.0007136792,0.00082751346,0.0018923789,0.0023303356,0.0010209241],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021736333,0.0012245433,0.0020002236,0.0047237654,0.0035826499,0.0011636033,0.006533153,0.0019377089,0.00014186009],"category_scores_gemma":[0.00031172103,0.0016372103,0.0010839385,0.007647806,0.0012774784,0.0013164709,0.0031588438,0.0020672937,0.00048184997],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0020738656,0.00033255867,0.000055237273,0.00031180365,0.0035594068,0.003198634,0.00044174131,0.00006695082,0.0016367306,0.5834053,0.40464303,0.00027471036],"study_design_scores_gemma":[0.0059785945,0.00031257336,0.00019349698,0.0007238542,0.0023256983,0.000064598455,0.00215077,0.00013299554,0.0005004023,0.00011143498,0.9857158,0.0017897527],"about_ca_topic_score_codex":0.010261356,"about_ca_topic_score_gemma":0.0012217547,"teacher_disagreement_score":0.5832939,"about_ca_system_score_codex":0.0049199425,"about_ca_system_score_gemma":0.008811349,"threshold_uncertainty_score":0.9998733},"labels":[],"label_agreement":null},{"id":"W6999127646","doi":"","title":"Bridging Communication Gaps Across Generational & Cultural Divides Among Chinese-Canadian Families & Communities","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active listening; Perception; Diversity (politics); Sociocultural evolution; Cultural diversity; Identity (music); Survey data collection; Social identity theory","score_opus":0.09875952416562318,"score_gpt":0.34348471175904943,"score_spread":0.24472518759342626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999127646","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16385274,0.00081092893,0.000058548423,0.0002329983,0.00027056952,0.0013498903,0.00134971,0.000339156,0.83173543],"genre_scores_gemma":[0.114999205,0.0016546291,0.0012655868,0.00003580031,0.0002867393,0.0000033643503,0.0068867323,0.0004952807,0.87437266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9883063,0.0060830624,0.00045582524,0.0013267077,0.0019127401,0.0019153969],"domain_scores_gemma":[0.9921555,0.00045692027,0.0006121902,0.003549082,0.0019591884,0.0012671094],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0019380058,0.001013353,0.0011682359,0.0036873154,0.009017983,0.0022312703,0.007827124,0.0011809072,0.00020371783],"category_scores_gemma":[0.00018897817,0.0012544704,0.00048235938,0.0043469328,0.0044427766,0.0023191036,0.004308392,0.003327216,0.0007488234],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004023134,0.0004205941,0.11499334,0.00032475742,0.0018470268,0.0011218969,0.010431551,0.00039661422,0.0016033371,0.5300624,0.33817598,0.0002201933],"study_design_scores_gemma":[0.0015821261,0.000042916792,0.021865165,0.0011411789,0.00012840195,0.00006420497,0.017679371,0.00012551292,0.00003682312,0.000017684699,0.9560014,0.0013152359],"about_ca_topic_score_codex":0.6978939,"about_ca_topic_score_gemma":0.9366952,"teacher_disagreement_score":0.6178254,"about_ca_system_score_codex":0.004988087,"about_ca_system_score_gemma":0.0028508145,"threshold_uncertainty_score":0.99899054},"labels":[],"label_agreement":null},{"id":"W6999321193","doi":"","title":"Chosen Family Values: Examining the Creative Practices of Kiera Boult, Madelyne Beckles, Kalale Dalton-Lutale and Cason Sharpe","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autoethnography; Conversation; Intersectionality; Perspective (graphical); Black British; Lived experience; Creativity; Kinship","score_opus":0.14868688189765342,"score_gpt":0.35586461855130547,"score_spread":0.20717773665365205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999321193","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04591455,0.0028181588,0.000021045116,0.00017184715,0.00023626961,0.002462849,0.00071196066,0.00018002305,0.9474833],"genre_scores_gemma":[0.016517429,0.0024837826,0.0008500561,0.000022107954,0.00023848523,0.0000023353787,0.00026893814,0.00050790136,0.979109],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9879561,0.0056790058,0.0004654807,0.0022665244,0.0022583965,0.001374508],"domain_scores_gemma":[0.9925272,0.0010775186,0.0020960197,0.002230649,0.0013217774,0.0007468439],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0026691712,0.0009104493,0.0014275326,0.0026712278,0.0022035148,0.0007206939,0.004783819,0.0010769848,0.00009480783],"category_scores_gemma":[0.00053512043,0.0009580154,0.00029018888,0.004119421,0.0036518048,0.0016515325,0.004013236,0.002778521,0.00013127901],"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":[0.0032794264,0.001300417,0.008730428,0.0011392841,0.0039170547,0.012678026,0.0088988375,0.000045043496,0.021299578,0.7267643,0.21080624,0.0011413341],"study_design_scores_gemma":[0.0028068197,0.0005601545,0.006702956,0.0017922686,0.00065446156,0.00011556129,0.04535164,0.000111897585,0.00069297425,0.000014290938,0.9402219,0.00097505585],"about_ca_topic_score_codex":0.041425586,"about_ca_topic_score_gemma":0.0030393025,"teacher_disagreement_score":0.72941566,"about_ca_system_score_codex":0.0018394302,"about_ca_system_score_gemma":0.0028672006,"threshold_uncertainty_score":0.9995221},"labels":[],"label_agreement":null},{"id":"W6999369017","doi":"","title":"Co-Designing Video Welcome Tours with Children in Paediatric Healthcare","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bloorview Research Institute","keywords":"Health care; Best practice; Health professionals; Process (computing); Population; Space (punctuation); Rehabilitation; Sick child","score_opus":0.049101173748450515,"score_gpt":0.3077616141779382,"score_spread":0.25866044042948766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999369017","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008383741,0.0009604624,0.000047786474,0.00036466468,0.00020894251,0.0035210203,0.0004077629,0.0004225789,0.985683],"genre_scores_gemma":[0.017808922,0.0007665695,0.0009634929,0.000030817697,0.0003987109,0.000002502149,0.00064552936,0.000936493,0.97844696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98581654,0.0060445652,0.000437186,0.0028070447,0.002581623,0.0023130197],"domain_scores_gemma":[0.9945273,0.0003872766,0.00071151846,0.002237776,0.00081709644,0.0013190241],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0019799985,0.0010712509,0.0016114906,0.009440378,0.0017888886,0.00059422635,0.0055880817,0.0014211409,0.00008448507],"category_scores_gemma":[0.00008227436,0.0013219321,0.00034359502,0.0104977535,0.0013612505,0.0011020293,0.0015625476,0.004200711,0.0004915896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002468432,0.0008135783,0.116416685,0.00045028247,0.0011670283,0.030803075,0.00072319066,0.00010112023,0.0005923337,0.7080249,0.13815078,0.00028858864],"study_design_scores_gemma":[0.008397122,0.00090838206,0.024639245,0.0026751787,0.00030368636,0.00026323646,0.006799324,0.000023382778,0.00040909246,0.000015390651,0.95321053,0.002355429],"about_ca_topic_score_codex":0.047659114,"about_ca_topic_score_gemma":0.019373426,"teacher_disagreement_score":0.8150598,"about_ca_system_score_codex":0.0060453517,"about_ca_system_score_gemma":0.005399966,"threshold_uncertainty_score":0.99987525},"labels":[],"label_agreement":null},{"id":"W6999456447","doi":"","title":"Cracks in the Sidewalk: Tactics and discourses driving the “smart city” development of Quayside","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smart city; Equity (law); Narrative; Inclusion (mineral); Emerging technologies; Utopia","score_opus":0.06367806526524694,"score_gpt":0.3199053936434112,"score_spread":0.25622732837816425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999456447","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05014202,0.00015863877,0.00004837225,0.0004245934,0.00018038679,0.0025127733,0.000067292254,0.00007182406,0.9463941],"genre_scores_gemma":[0.10450904,0.00021689478,0.0004523996,0.000015711892,0.00007474236,0.0000013078821,0.000031572097,0.00025394178,0.8944444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99179775,0.003605422,0.00040216936,0.0011659865,0.0019619511,0.0010667028],"domain_scores_gemma":[0.99549013,0.0012141454,0.0007088393,0.001879108,0.00042280363,0.00028497068],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0033329248,0.0006009688,0.00085937086,0.0025582123,0.001681161,0.00043841088,0.0057194717,0.00059578446,0.0000134305365],"category_scores_gemma":[0.00018897114,0.0005003964,0.00019021718,0.002975123,0.0020225388,0.0008811927,0.0026658378,0.002189033,0.00017592683],"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":[0.0005991592,0.00055104017,0.042045075,0.00024734973,0.00076959044,0.0015409789,0.005866471,0.000022359163,0.00091975,0.88523924,0.061655954,0.0005430118],"study_design_scores_gemma":[0.001550829,0.0001351583,0.018707318,0.0008264692,0.00018496897,0.000035997935,0.027709357,0.00003283586,0.00029573884,0.000024174948,0.9498803,0.00061682344],"about_ca_topic_score_codex":0.008276243,"about_ca_topic_score_gemma":0.018830005,"teacher_disagreement_score":0.88822436,"about_ca_system_score_codex":0.0013570403,"about_ca_system_score_gemma":0.0025572123,"threshold_uncertainty_score":0.9997448},"labels":[],"label_agreement":null},{"id":"W6999461634","doi":"","title":"Cultivating Access:
\\nTeaching Accessibility & Inclusion
\\nin Graphic Design Advanced Diploma Programs","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Curriculum; Graphic design; Universal design; Program Design Language; Instructional design; Universal Design for Learning; Design education","score_opus":0.1379977155296236,"score_gpt":0.33973928999820674,"score_spread":0.20174157446858315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999461634","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047362924,0.0033264083,0.0013439752,0.00028380117,0.00058598345,0.0021039236,0.00007448543,0.00046689503,0.94445163],"genre_scores_gemma":[0.09896883,0.00074481586,0.0047754534,0.000035713325,0.00020762475,0.0000052100786,0.0001266632,0.00029531014,0.89484036],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9883502,0.005540914,0.00049496035,0.0023564126,0.001786073,0.0014714082],"domain_scores_gemma":[0.9955064,0.00044966073,0.00072559033,0.001996957,0.00064652186,0.00067486713],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0028800003,0.00082586723,0.0011782091,0.0013237342,0.0060612825,0.0017148448,0.007767109,0.0009480802,0.00025457496],"category_scores_gemma":[0.00024734013,0.00083924475,0.00036906503,0.0023814943,0.0014311246,0.002147177,0.011493599,0.0017420681,0.00008051772],"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":[0.007936688,0.005162136,0.027464945,0.0039032644,0.0021402691,0.0075039156,0.011387945,0.00010173257,0.46593618,0.3233466,0.061401986,0.083714314],"study_design_scores_gemma":[0.002015102,0.0003371292,0.00086807186,0.0034623274,0.00020637154,0.000034483248,0.0043272874,0.000104568084,0.060506023,0.00010261858,0.9261963,0.0018397172],"about_ca_topic_score_codex":0.029454693,"about_ca_topic_score_gemma":0.008609148,"teacher_disagreement_score":0.8647943,"about_ca_system_score_codex":0.0010266308,"about_ca_system_score_gemma":0.0015572124,"threshold_uncertainty_score":0.99940586},"labels":[],"label_agreement":null},{"id":"W6999509335","doi":"","title":"CREATING LIKE NATURE
\\nOn Biomimetics, Energy Policy and the Sustainable Design of Renewable Energy Futures","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Futures contract; Renewable energy; Sustainable development; Sustainable energy; Energy policy; Energy (signal processing); Sustainability; Government (linguistics)","score_opus":0.016444768016717015,"score_gpt":0.26304244344604555,"score_spread":0.24659767542932853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999509335","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016525183,0.001175966,0.0027220757,0.00016938943,0.00018886988,0.0013345128,0.0000882021,0.00019867724,0.99395704],"genre_scores_gemma":[0.02442738,0.0015742761,0.0006965517,0.000056829525,0.0005194131,0.0000022355755,0.00007506632,0.0005585948,0.97208965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98789215,0.0064445543,0.00044086008,0.0017045949,0.0017100428,0.0018078013],"domain_scores_gemma":[0.9931545,0.001352542,0.001085843,0.002234109,0.0014364583,0.0007365337],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0031987405,0.00090363703,0.0015236546,0.0063885576,0.0037482474,0.0007469083,0.0054398547,0.001853021,0.000018390569],"category_scores_gemma":[0.0004183698,0.00088167645,0.0003598833,0.005137293,0.0051019834,0.00080069294,0.003739603,0.0016260144,0.000025951278],"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":[0.0031353675,0.0001699145,0.000068425215,0.00020586977,0.00086101197,0.00085980835,0.00040356815,0.00038827278,0.0010942875,0.818835,0.17381084,0.00016760669],"study_design_scores_gemma":[0.0057673748,0.00042965353,0.00005113202,0.0005044454,0.0003906214,0.000040375024,0.007151906,0.00084161805,0.0021582663,0.00048505852,0.9812966,0.0008829652],"about_ca_topic_score_codex":0.44324237,"about_ca_topic_score_gemma":0.013860169,"teacher_disagreement_score":0.81834996,"about_ca_system_score_codex":0.0021006356,"about_ca_system_score_gemma":0.003910536,"threshold_uncertainty_score":0.9999412},"labels":[],"label_agreement":null},{"id":"W6999590054","doi":"","title":"THE CROSS-SENSORY GLOBE: Co-Designing a 3D Audio-Tactile Globe Prototype for Blind and Low-
\\nVision Users to Learn Geography","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Globe; Affordance; Braille; Citizen journalism; Audio equipment; Partially sighted; Georeference","score_opus":0.05078056050059373,"score_gpt":0.3401624788228382,"score_spread":0.28938191832224447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999590054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015994266,0.00025566286,0.00025941932,0.00019306355,0.000445642,0.016161684,0.00076458766,0.00043127307,0.9654944],"genre_scores_gemma":[0.0051134243,0.0004217373,0.0010218065,0.00003193312,0.00031907554,0.000015539707,0.00012226282,0.00079013366,0.9921641],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98985845,0.002535326,0.00045896592,0.002719462,0.00215871,0.0022690773],"domain_scores_gemma":[0.99285114,0.0012332213,0.00076280034,0.0024277447,0.0014499847,0.00127513],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029815778,0.0010697915,0.0011964845,0.0040377155,0.005720882,0.002009751,0.005386447,0.001388246,0.000017638235],"category_scores_gemma":[0.0003429011,0.0011284809,0.00052696705,0.0037414562,0.002442713,0.0014620208,0.0023894168,0.0022199727,0.0011157289],"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":[0.055315394,0.0010434295,0.025171254,0.0014668147,0.0035946677,0.002840622,0.0012957378,0.00036959533,0.012110956,0.36753267,0.52646315,0.0027957202],"study_design_scores_gemma":[0.0064284327,0.0015046148,0.0021396463,0.0008685561,0.0002432876,0.000032674914,0.0022745677,0.00015756609,0.0006501092,0.00001584579,0.9843945,0.0012901835],"about_ca_topic_score_codex":0.0066495747,"about_ca_topic_score_gemma":0.0013417894,"teacher_disagreement_score":0.45793137,"about_ca_system_score_codex":0.0021639243,"about_ca_system_score_gemma":0.002182001,"threshold_uncertainty_score":0.9999949},"labels":[],"label_agreement":null},{"id":"W6999731776","doi":"","title":"Dementia Care during a Healthcare Crisis","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Futures studies; Pandemic; Health care; Globalization; Coronavirus disease 2019 (COVID-19)","score_opus":0.06363107046427065,"score_gpt":0.32382462852020233,"score_spread":0.2601935580559317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999731776","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004125169,0.0032917564,0.000016030875,0.00038527395,0.0005221115,0.002438756,0.0007205946,0.00061982847,0.98788047],"genre_scores_gemma":[0.019131154,0.0010525219,0.0007323022,0.000026362966,0.00035959054,0.0000019759266,0.00058631774,0.0010114937,0.9770983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98755515,0.004397977,0.00040369207,0.0029110177,0.002514291,0.0022178693],"domain_scores_gemma":[0.992998,0.00012114822,0.0006141191,0.0029307285,0.0018580916,0.0014778874],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00075170054,0.0010255178,0.0013692622,0.0053470614,0.0036914838,0.000746635,0.006237121,0.0015102962,0.00021151714],"category_scores_gemma":[0.00005701856,0.0014335377,0.0006221303,0.005438614,0.000987221,0.0009341017,0.0046627307,0.003005706,0.0010462434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009571197,0.0003350564,0.0033341607,0.0014611911,0.0020089329,0.023444349,0.0014763394,0.000011533144,0.0017855787,0.7472397,0.21783261,0.00011344584],"study_design_scores_gemma":[0.0032772243,0.00021433269,0.0011489084,0.0014776149,0.00046409687,0.00008330024,0.033845793,0.000004264078,0.0006884458,0.000005138246,0.9574609,0.0013300003],"about_ca_topic_score_codex":0.04430165,"about_ca_topic_score_gemma":0.015146197,"teacher_disagreement_score":0.7472345,"about_ca_system_score_codex":0.0063267616,"about_ca_system_score_gemma":0.00374159,"threshold_uncertainty_score":0.99978596},"labels":[],"label_agreement":null},{"id":"W6999782492","doi":"","title":"Dialogue: Friends or foes? Theory of change, systemic design (thinking), and systems change(s) learning","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Systems thinking; Cybernetics; Negotiation; Systems theory; Systems design; Designtheory; Core (optical fiber); Design thinking","score_opus":0.26646800445820407,"score_gpt":0.32759114678594886,"score_spread":0.061123142327744795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999782492","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013856118,0.0044857985,0.0006207984,0.000046114546,0.00064516556,0.0051668533,0.00023556114,0.00044198753,0.9869721],"genre_scores_gemma":[0.035835885,0.002831226,0.00036084533,0.000012134751,0.00053441117,0.0000119983,0.00020057858,0.00076624926,0.95944667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9801638,0.013442689,0.00049741607,0.0021383518,0.0021820634,0.0015756821],"domain_scores_gemma":[0.99373055,0.0011769758,0.0012630887,0.0017527726,0.0012028338,0.00087380497],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0049898694,0.0009855872,0.00192282,0.005425722,0.0020651552,0.00059584476,0.0042788684,0.0016029214,0.000044255044],"category_scores_gemma":[0.00024639253,0.0011003559,0.00031255526,0.004801077,0.0018318405,0.0012601631,0.0031738833,0.0025313746,0.00013158807],"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":[0.0028083015,0.00029728975,0.001690859,0.0019716243,0.001675289,0.011456589,0.0037525832,0.000030007219,0.0015275833,0.96449196,0.009936552,0.00036132956],"study_design_scores_gemma":[0.004445961,0.0012118295,0.0003843274,0.010413691,0.00095423154,0.00071782235,0.028791517,0.00033804952,0.00026205197,0.00003735923,0.950625,0.0018181818],"about_ca_topic_score_codex":0.011962126,"about_ca_topic_score_gemma":0.0006719623,"teacher_disagreement_score":0.96445465,"about_ca_system_score_codex":0.0021304265,"about_ca_system_score_gemma":0.0016466252,"threshold_uncertainty_score":0.9997698},"labels":[],"label_agreement":null},{"id":"W7000552291","doi":"","title":"A Framework for Designing Inclusive&#13;\\nOnline Communities&#13;\\n&#13;\\n&#13;\\nThe Role of Inclusive Design for Salutogenesis in Chronic&#13;\\nDisease Online Communities","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Salutogenesis; Inclusion (mineral); Asynchronous communication; Health care; User-centered design; Universal design; Work (physics); Key (lock); Online participation","score_opus":0.0736995006664461,"score_gpt":0.3431288647130412,"score_spread":0.2694293640465951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000552291","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056766573,0.0039456845,0.055107918,0.0007292533,0.0010633209,0.03305472,0.021191208,0.0015087562,0.82663256],"genre_scores_gemma":[0.21054593,0.0032589047,0.03646941,0.00021782822,0.001992329,0.00017685529,0.0076752026,0.004324254,0.7353393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9778179,0.012006733,0.0015903863,0.0022440266,0.0027724875,0.0035685024],"domain_scores_gemma":[0.9785751,0.008509386,0.0026981125,0.0050856867,0.0036018007,0.0015299172],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity"],"category_scores_codex":[0.0060142353,0.0023543423,0.0039570974,0.010303527,0.005815428,0.0006166488,0.014600306,0.0030751277,0.00009844479],"category_scores_gemma":[0.0008599907,0.0029974205,0.0013369564,0.0056022354,0.0049515744,0.0017936769,0.009402283,0.00457314,0.00012849571],"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":[0.049832765,0.009490272,0.011128916,0.007007813,0.0089659905,0.0017370628,0.026475163,0.022624742,0.008496541,0.77898055,0.07088686,0.0043733516],"study_design_scores_gemma":[0.022326542,0.0049627298,0.0013149776,0.010876047,0.0023816975,0.00005729624,0.11441101,0.020436306,0.002975866,0.0036244157,0.81145316,0.0051799393],"about_ca_topic_score_codex":0.117039025,"about_ca_topic_score_gemma":0.19841486,"teacher_disagreement_score":0.7753561,"about_ca_system_score_codex":0.010325862,"about_ca_system_score_gemma":0.009258856,"threshold_uncertainty_score":0.9989195},"labels":[],"label_agreement":null},{"id":"W7000660389","doi":"","title":"Gamifying the Concept of Wâhkôhtowin to Rebuild Relations","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Dominion; Treaty; Metis; Sovereignty; Government (linguistics); Proclamation; State (computer science)","score_opus":0.07294280146097172,"score_gpt":0.3195265086112044,"score_spread":0.2465837071502327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000660389","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013513449,0.00024066115,0.00009660905,0.00074105593,0.0003528825,0.003460264,0.0008533797,0.00031988753,0.99258393],"genre_scores_gemma":[0.00918113,0.00007432545,0.00057184754,0.000036420344,0.00015479526,0.0000026942698,0.00016210477,0.0005550649,0.9892616],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98951477,0.0048454395,0.00040105917,0.0015796355,0.0024313699,0.0012277331],"domain_scores_gemma":[0.9944323,0.00069725356,0.0006868956,0.0027747024,0.0007114922,0.0006974065],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021071164,0.0006191273,0.00093445537,0.0046025617,0.0035255407,0.00024605665,0.008522883,0.00063155923,0.00058621325],"category_scores_gemma":[0.00024392428,0.0006907423,0.00043870573,0.008043779,0.001866623,0.0007523759,0.0053256964,0.0028986107,0.00095904164],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040960885,0.00016273101,0.0005210176,0.00002896198,0.00040532247,0.0008023094,0.0009725026,0.00020668331,0.00055456144,0.6077085,0.38813818,0.00008963425],"study_design_scores_gemma":[0.0015863758,0.00035271878,0.00051733205,0.0002989927,0.0002563306,0.000025901558,0.011879847,0.000031969077,0.00028282177,0.00002429827,0.9840476,0.0006958068],"about_ca_topic_score_codex":0.015509974,"about_ca_topic_score_gemma":0.0024442007,"teacher_disagreement_score":0.6076842,"about_ca_system_score_codex":0.0040280973,"about_ca_system_score_gemma":0.0022187936,"threshold_uncertainty_score":0.9998188},"labels":[],"label_agreement":null},{"id":"W7000681801","doi":"","title":"Futures of Queer Space in Toronto","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","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 College of Art and Design","funders":"","keywords":"Queer; Futures contract; Space (punctuation); Queer theory; Temporality; Lesbian; Futures studies","score_opus":0.04875134193687341,"score_gpt":0.3265741990348416,"score_spread":0.27782285709796817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000681801","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022004806,0.0005045248,0.00001158257,0.000113287155,0.00047390503,0.0020510545,0.00038927913,0.0006372602,0.9936186],"genre_scores_gemma":[0.0067462665,0.0012652995,0.00027690566,0.000004907509,0.00020411747,0.0000010136596,0.000046815752,0.0011633304,0.99029136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918076,0.002678531,0.00037748087,0.0016993516,0.0019829324,0.0014541422],"domain_scores_gemma":[0.99575645,0.00036366394,0.0005840831,0.0020174275,0.000630967,0.0006474398],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017203112,0.0007159563,0.0012734372,0.0044025327,0.00072700786,0.00018037375,0.005535248,0.0013137152,0.000102130325],"category_scores_gemma":[0.00013697936,0.0009242367,0.00037234108,0.0046629175,0.0014029564,0.001384108,0.0024960197,0.0017060448,0.00089605834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009917831,0.000285935,0.0025101553,0.00016670162,0.0004214777,0.0043666684,0.0005680056,0.000017946715,0.000934403,0.7846615,0.2049213,0.0001541648],"study_design_scores_gemma":[0.0027977484,0.00027552948,0.004589944,0.0010890038,0.00012665892,0.000012339135,0.012350359,0.000024258576,0.00038607995,0.000022163233,0.97744834,0.00087754853],"about_ca_topic_score_codex":0.32334885,"about_ca_topic_score_gemma":0.37981325,"teacher_disagreement_score":0.7846393,"about_ca_system_score_codex":0.008504469,"about_ca_system_score_gemma":0.0018520926,"threshold_uncertainty_score":0.9999828},"labels":[],"label_agreement":null},{"id":"W7000719195","doi":"","title":"Gali’s Prize:&#13;\\nA Treasure Hunt Game for&#13;\\nthe Textile Museum of Canada","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Augmented Reality 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":"Treasure; Exhibition; Textile; Process (computing); Textile design; Reflection (computer programming); Augmented reality; Representation (politics)","score_opus":0.034347386925274365,"score_gpt":0.279386256359643,"score_spread":0.24503886943436862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000719195","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022582158,0.000080107624,0.023514383,0.0012318196,0.00071835343,0.0035580846,0.00024489014,0.00016116092,0.94790906],"genre_scores_gemma":[0.50798327,0.00010154467,0.0010227176,0.000033693585,0.00012184923,0.000009983079,0.00050203403,0.00007111796,0.49015382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940493,0.001116917,0.00047347372,0.0015382265,0.0017551961,0.0010668566],"domain_scores_gemma":[0.99361074,0.0005634781,0.0007542698,0.00228043,0.0021299878,0.0006610887],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0012718152,0.00053161324,0.00086116174,0.0010187599,0.0019627032,0.00032239174,0.008309855,0.00066934904,0.0000038780377],"category_scores_gemma":[0.0001278834,0.00064997294,0.0003370549,0.0020651747,0.00037164436,0.0010917475,0.0009729107,0.0012186399,0.0000133189815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004983383,0.00024256922,0.00017637659,0.0003830361,0.00035550984,0.00017210716,0.0010069264,0.00030388648,0.0016388532,0.984433,0.009520505,0.0012688735],"study_design_scores_gemma":[0.0034334185,0.0006261139,0.008186268,0.00075461064,0.00032864301,0.000024236146,0.007498015,0.005768935,0.00889341,0.0005236395,0.9624751,0.0014875605],"about_ca_topic_score_codex":0.35228577,"about_ca_topic_score_gemma":0.59211,"teacher_disagreement_score":0.98390937,"about_ca_system_score_codex":0.002529914,"about_ca_system_score_gemma":0.008204283,"threshold_uncertainty_score":0.99959517},"labels":[],"label_agreement":null},{"id":"W7000852890","doi":"","title":"HeartBeat - An interactive installation to reflect the sentiments of Canadians during pandemics like Covid-19","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Pandemic; Pace; Social media; Coronavirus disease 2019 (COVID-19); Visualization; Placemaking; Crowdsourcing; Heartbeat","score_opus":0.08185177314959537,"score_gpt":0.4094190189313498,"score_spread":0.32756724578175445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000852890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42649406,0.00001827994,0.000015400157,0.0009237667,0.0003757179,0.0009965023,0.000045310775,0.000038580576,0.57109237],"genre_scores_gemma":[0.45130983,0.00018499546,0.000103564314,0.00008561623,0.00010901529,0.0000012466675,0.0002671005,0.00002832579,0.54791033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99358106,0.0031979308,0.00023222102,0.0008576884,0.0013649557,0.0007661452],"domain_scores_gemma":[0.99613416,0.00035564558,0.00030708773,0.0007657986,0.0013447042,0.0010925779],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014892379,0.00026449995,0.00042595257,0.0010345551,0.004790677,0.00046421803,0.0025767644,0.00047256798,0.000014434441],"category_scores_gemma":[0.00041322334,0.00031594632,0.00016576677,0.0027392362,0.00052806153,0.001951923,0.0004985372,0.0010417504,0.000012300491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002487276,0.00031444634,0.006424695,0.00015465502,0.00062885834,0.0015098343,0.14799058,0.00029524934,0.0051019765,0.83116734,0.00350556,0.000419514],"study_design_scores_gemma":[0.0008032411,0.0001674671,0.0041953274,0.00017133822,0.0000930274,0.000006599078,0.34493968,0.000026689628,0.00064701063,0.00003400273,0.6485384,0.00037720433],"about_ca_topic_score_codex":0.36701667,"about_ca_topic_score_gemma":0.680425,"teacher_disagreement_score":0.83113337,"about_ca_system_score_codex":0.0061842618,"about_ca_system_score_gemma":0.009133451,"threshold_uncertainty_score":0.99992925},"labels":[],"label_agreement":null},{"id":"W7000855906","doi":"","title":"Home // Making: A Curatorial Study of Representations of Home in Contemporary Italian Canadian Diasporic Art","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Immigration; Negotiation; Cultural heritage; Ethnography; Ethnic group; Cultural geography","score_opus":0.08921938567672182,"score_gpt":0.3422029438716253,"score_spread":0.2529835581949035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000855906","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02970634,0.00016179732,0.0000054335032,0.00006358215,0.00067374716,0.0042963037,0.0012378455,0.0001069255,0.96374804],"genre_scores_gemma":[0.3984864,0.00004574933,0.00004345497,0.000002775599,0.00007662814,0.0000016981791,0.00011518886,0.00018065645,0.60104746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99137706,0.0035285186,0.0006859895,0.0016025731,0.0017233142,0.0010825625],"domain_scores_gemma":[0.99467385,0.00036226388,0.00091969315,0.0021490098,0.0011718575,0.0007233008],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0014367404,0.0006346606,0.0015578028,0.01518889,0.00062637957,0.00012956963,0.0047819135,0.00085820764,0.00004585503],"category_scores_gemma":[0.00017142923,0.0008670885,0.00029691428,0.009963931,0.0011236898,0.0010350265,0.0014923706,0.0016244828,0.00014122964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021551098,0.0019692741,0.08044321,0.0003065919,0.0012471265,0.009329719,0.002356594,0.000044874774,0.00021391262,0.7368423,0.16503474,0.000056554003],"study_design_scores_gemma":[0.011221557,0.0011865874,0.04254239,0.0017866452,0.00036596172,0.000011672509,0.048066877,0.000023055536,0.000071882074,0.00007095587,0.89335304,0.0012993703],"about_ca_topic_score_codex":0.63426703,"about_ca_topic_score_gemma":0.47658393,"teacher_disagreement_score":0.73677135,"about_ca_system_score_codex":0.00352419,"about_ca_system_score_gemma":0.010789305,"threshold_uncertainty_score":0.99937797},"labels":[],"label_agreement":null},{"id":"W7000883346","doi":"","title":"Improving the Future of &#13;\\nLearning Through Enhanced Collaboration Methods and Platforms","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Best practice; Product (mathematics); Productivity; Order (exchange); Sociotechnical system; Business model; Face (sociological concept); Social learning; New product development","score_opus":0.04551905455160165,"score_gpt":0.36259552328855027,"score_spread":0.3170764687369486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000883346","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004354843,0.00093951094,0.0016565804,0.00012325948,0.00050033967,0.0022767514,0.00017259296,0.0001853429,0.9897908],"genre_scores_gemma":[0.0072455467,0.001330981,0.005916883,0.000008102496,0.00037221238,0.0000012680318,0.00006729837,0.0003700877,0.9846876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937334,0.0023739848,0.00028752178,0.0013875682,0.0012729914,0.0009445361],"domain_scores_gemma":[0.9944838,0.00042082465,0.0015050302,0.0021574923,0.0010877205,0.0003451092],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00281017,0.00062511844,0.0009946438,0.0015886569,0.003955511,0.00065701624,0.0047845454,0.0010963104,0.000015472804],"category_scores_gemma":[0.00022486885,0.0005953945,0.00021510645,0.0021940242,0.0024696442,0.0023458954,0.0026200893,0.0021710426,0.000061852785],"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":[0.0012814288,0.00011913468,0.0002529206,0.0003109249,0.00070813263,0.00041287098,0.0023988257,0.00002053095,0.027230728,0.9257061,0.035279308,0.006279111],"study_design_scores_gemma":[0.0021856588,0.00031028513,0.0002849931,0.0005849777,0.00028048767,0.000019788158,0.01661303,0.00012648177,0.0062319166,0.0000714522,0.97262555,0.00066540466],"about_ca_topic_score_codex":0.011030008,"about_ca_topic_score_gemma":0.0063231094,"teacher_disagreement_score":0.9373462,"about_ca_system_score_codex":0.001204536,"about_ca_system_score_gemma":0.0018695798,"threshold_uncertainty_score":0.99964976},"labels":[],"label_agreement":null},{"id":"W7001095641","doi":"","title":"Increasing Access to Early Childhood Education and Care in Canada:&#13;\\nThe Case for a More Equitable System for Canadians Under 5","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Data Analysis with R","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":"Early childhood education; Investment (military); Quality (philosophy); Order (exchange); Child care; Early childhood; School system","score_opus":0.038851334336660395,"score_gpt":0.3033074390841192,"score_spread":0.26445610474745884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001095641","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023292951,0.0002841594,0.0060873674,0.000724898,0.00054201554,0.0052560265,0.0009958848,0.00008489094,0.9627318],"genre_scores_gemma":[0.32077053,0.000041564166,0.0039318036,0.00008406313,0.00020071174,0.000016935257,0.00016928845,0.00017559824,0.6746095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965989,0.00049692794,0.00017182954,0.0012550326,0.0005377097,0.0009396248],"domain_scores_gemma":[0.996532,0.00022965399,0.00028769593,0.0016079327,0.00060342107,0.00073927286],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0006967866,0.0003413439,0.00057421025,0.0018428444,0.001987461,0.0012920512,0.005777645,0.000275317,6.751905e-7],"category_scores_gemma":[0.00007854341,0.00042506162,0.00009330706,0.00096900103,0.00016472468,0.0016940589,0.002178126,0.00041021363,0.0000020553155],"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":[0.000449027,0.00019863788,0.008076579,0.0011109723,0.0007555593,0.008346238,0.004992883,0.00020844114,0.00003362581,0.8441089,0.11879242,0.012926706],"study_design_scores_gemma":[0.0025447176,0.00025934944,0.006725485,0.0019779322,0.00026575843,0.00042187778,0.040457286,0.0007828321,0.000048672897,0.00001684353,0.94533896,0.0011602925],"about_ca_topic_score_codex":0.99463475,"about_ca_topic_score_gemma":0.99597514,"teacher_disagreement_score":0.8440921,"about_ca_system_score_codex":0.0070814104,"about_ca_system_score_gemma":0.018583123,"threshold_uncertainty_score":0.9998201},"labels":[],"label_agreement":null},{"id":"W7001277834","doi":"","title":"The Investigation of Augmented Reality Marketing Tool Creation and Adaptability in Retail","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Augmented Reality 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":"Ontario College of Art and Design","funders":"","keywords":"Augmented reality; Adaptability; Key (lock); Focus (optics); Power (physics); Consumer research; Marketing research; Work (physics)","score_opus":0.05520997024813748,"score_gpt":0.31024131873363026,"score_spread":0.2550313484854928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001277834","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42764348,0.00022823564,0.0014094915,0.0015969551,0.00022753802,0.0022172788,0.000034556095,0.00010983451,0.5665327],"genre_scores_gemma":[0.7298582,0.0012060957,0.0009920893,0.000008452605,0.00004494433,0.000008338326,0.00030668016,0.000036092817,0.26753908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9943516,0.0027474337,0.00044588276,0.0010757623,0.0009214778,0.00045783288],"domain_scores_gemma":[0.9963646,0.0009960055,0.00039967822,0.001237921,0.0008130147,0.00018878061],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0047442396,0.00026683346,0.00037581744,0.0007323155,0.0015044764,0.0004982514,0.0028325063,0.00040307,6.9089697e-7],"category_scores_gemma":[0.0002450794,0.0002829146,0.00011348891,0.0026253115,0.00066451036,0.0012770578,0.0009979472,0.0011837346,0.0000068121653],"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":[0.0004914351,0.000062621264,0.0017784584,0.0002767211,0.000096326214,0.000087190514,0.0015416587,0.000029419341,0.0015165193,0.9891237,0.0002753605,0.0047206003],"study_design_scores_gemma":[0.0041313227,0.0006174712,0.61599004,0.0037342804,0.0004943673,0.0000478712,0.049365103,0.05540395,0.008413116,0.009741354,0.2499246,0.0021365134],"about_ca_topic_score_codex":0.0055347593,"about_ca_topic_score_gemma":0.0056698266,"teacher_disagreement_score":0.97938234,"about_ca_system_score_codex":0.001421273,"about_ca_system_score_gemma":0.0014319776,"threshold_uncertainty_score":0.99996233},"labels":[],"label_agreement":null},{"id":"W7001769857","doi":"","title":"“Let’s grab a match!”: Exploring ways to enhance engagement and consistency in sports for Gen Z and millennials","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Rangeland Management and Livestock 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":"Recreation; Consistency (knowledge bases); Psychological intervention; Exploratory research; Portfolio; User engagement","score_opus":0.0739012793514,"score_gpt":0.29097840644548345,"score_spread":0.21707712709408344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001769857","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036618695,0.00010236615,0.0004771627,0.00031849454,0.00015715594,0.002590962,0.000029682034,0.000044020722,0.9596615],"genre_scores_gemma":[0.013949617,0.0017538383,0.0019582398,0.000036783145,0.000035928555,0.000010766296,0.000011432936,0.000051752846,0.9821916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976507,0.00032062508,0.0001607572,0.0009636269,0.00034164672,0.0005626539],"domain_scores_gemma":[0.9990169,0.00015967862,0.00010671679,0.00042382974,0.000031217907,0.0002616929],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085380225,0.00026267805,0.0004333547,0.0008253667,0.00070735405,0.000090936446,0.00086171844,0.00022028155,0.000050971634],"category_scores_gemma":[0.00003580013,0.00031724042,0.00005781742,0.000571494,0.0003860163,0.0003573209,0.0020034686,0.0003529108,0.000022058874],"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":[0.00061739655,0.00020132528,0.01706824,0.00029015707,0.00016628434,0.0013234691,0.0011778882,0.000017844694,0.0003423215,0.8797626,0.0915182,0.0075142854],"study_design_scores_gemma":[0.0008772109,0.00021082291,0.013474789,0.00023005271,0.000065039436,0.0000024649219,0.00227299,0.0000114027935,0.00005365927,0.00012699787,0.98232836,0.00034623756],"about_ca_topic_score_codex":0.0067420444,"about_ca_topic_score_gemma":0.0058671935,"teacher_disagreement_score":0.89081013,"about_ca_system_score_codex":0.000544692,"about_ca_system_score_gemma":0.00010844593,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W7001811061","doi":"","title":"Laws of the media, their environments and their users: The flip of the artifact, of its ground and its user","year":2015,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Physical law; Term (time); Artifact (error); Digital media","score_opus":0.09124317908701698,"score_gpt":0.27368402422948407,"score_spread":0.18244084514246708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001811061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9302579,0.00034041045,0.000010794788,0.00069884973,0.000069771195,0.00069973036,0.000057156703,0.0000062291233,0.06785915],"genre_scores_gemma":[0.9824819,0.0003046878,0.000021452433,0.000021961767,0.000021701391,2.2220212e-7,0.0000030463136,0.000009910796,0.01713513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99792147,0.0007729446,0.00016467179,0.0002856489,0.00058395247,0.0002713104],"domain_scores_gemma":[0.998,0.0006616657,0.00020095638,0.0006375912,0.00026248305,0.00023729124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079018396,0.00015614378,0.0003132385,0.00012807955,0.0004747508,0.000027380256,0.0011296475,0.00014193478,0.0000012102606],"category_scores_gemma":[0.0003263776,0.000090589456,0.0001012231,0.00054498954,0.0011957885,0.00036869923,0.0015727392,0.0004699711,0.0000014724169],"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":[0.0029259657,0.00064241467,0.20320444,0.00023593457,0.000751926,0.00014395909,0.013691185,0.00007822446,0.040743235,0.7352162,0.0009114583,0.001455038],"study_design_scores_gemma":[0.0068908124,0.0009925942,0.6263689,0.0010483462,0.00042556252,0.00009279279,0.040002692,0.0005790759,0.20883511,0.00020635458,0.11416923,0.00038857106],"about_ca_topic_score_codex":0.0012135591,"about_ca_topic_score_gemma":0.0002459328,"teacher_disagreement_score":0.73500985,"about_ca_system_score_codex":0.00014940335,"about_ca_system_score_gemma":0.00032168382,"threshold_uncertainty_score":0.44059327},"labels":[],"label_agreement":null},{"id":"W7001842582","doi":"","title":"Leveraging single-use plastic to foster a sustainable community: Empowering Toronto communities to reduce and reuse plastics through the co-creation of pro-environmental initiatives","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Historical and Scientific 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":"Reuse; Sustainability; Order (exchange); Set (abstract data type); Consumption (sociology); Behaviour change; Sustainable community","score_opus":0.12019710154295475,"score_gpt":0.3322696912356434,"score_spread":0.21207258969268866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001842582","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05792722,0.000129246,0.00026035093,0.00065033016,0.00013159073,0.0016948574,0.000094095434,0.00005702734,0.93905526],"genre_scores_gemma":[0.2860282,0.00019504604,0.00060515036,0.000080663485,0.000058490594,0.0000018238119,0.00004650103,0.000076581535,0.71290755],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718475,0.0011002203,0.00019114093,0.0004005754,0.00065950793,0.0004638036],"domain_scores_gemma":[0.99768764,0.00077121076,0.00015186974,0.00086084893,0.00019350344,0.00033494516],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003850075,0.00028441843,0.0005481168,0.0003746738,0.0020144049,0.00016257404,0.0012588997,0.00017643263,0.000013758935],"category_scores_gemma":[0.00032479494,0.0002729734,0.00007963613,0.0005704154,0.0010039263,0.00058801676,0.0027525825,0.0008298118,0.000010860908],"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":[0.008718383,0.0018301914,0.007832485,0.0018096351,0.0020448393,0.0027134356,0.45022666,0.000054457763,0.014179508,0.19029175,0.3197816,0.0005170708],"study_design_scores_gemma":[0.00086088275,0.0009327049,0.0014508755,0.0006002367,0.00014568471,0.000012491856,0.24894445,0.000012345353,0.00042975642,0.0000044322364,0.7463695,0.0002366321],"about_ca_topic_score_codex":0.018318411,"about_ca_topic_score_gemma":0.0015184862,"teacher_disagreement_score":0.4265879,"about_ca_system_score_codex":0.0018117552,"about_ca_system_score_gemma":0.00026436106,"threshold_uncertainty_score":0.9999722},"labels":[],"label_agreement":null},{"id":"W7002038382","doi":"","title":"Making the North, Together: Envisioning makerspaces as systems conveners in the social economy","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cambodian 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":"Grassroots; Futures studies; Nexus (standard); Action (physics); Realm; Participatory action research; Enabling; Resource (disambiguation); Citizen journalism","score_opus":0.11498175268035911,"score_gpt":0.36222877319527236,"score_spread":0.24724702051491326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002038382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032123807,0.00022109665,0.0000059014837,0.0018192709,0.00047363297,0.0015114628,0.000027232378,0.00017918693,0.99254984],"genre_scores_gemma":[0.058692876,0.0005609238,0.00000847602,0.000080388,0.00052779855,0.0000026541713,0.000009515441,0.00014080785,0.9399766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99225247,0.0049225986,0.00018320118,0.00074415136,0.0010173033,0.00088029716],"domain_scores_gemma":[0.99789226,0.00079982134,0.00031302153,0.0006246557,0.00018736346,0.00018290385],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003313142,0.00030046472,0.00045008675,0.00063890166,0.007192034,0.0007437312,0.0042160973,0.000644394,0.000020679468],"category_scores_gemma":[0.000091394555,0.00028180543,0.00028823735,0.0019313644,0.0025149812,0.00057576253,0.00057946093,0.0015470472,0.00018778599],"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":[0.0000670691,0.00003655374,0.0015075078,0.000030744235,0.00012822766,0.00093230914,0.03184099,0.00001776582,8.2835487e-7,0.80463916,0.16070591,0.000092953276],"study_design_scores_gemma":[0.0003921233,0.000032503867,0.0002859265,0.00014411318,0.000044034132,0.0000035144528,0.21893708,0.000010296151,2.2836437e-7,0.000026355843,0.7798608,0.00026302092],"about_ca_topic_score_codex":0.07411007,"about_ca_topic_score_gemma":0.06732302,"teacher_disagreement_score":0.8046128,"about_ca_system_score_codex":0.0026677754,"about_ca_system_score_gemma":0.0017564658,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W7002071965","doi":"","title":"Microsexism: Macro Impact","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Status quo; Experiential learning; Futures contract; Affect (linguistics); Process (computing); Wage; Dyad","score_opus":0.07602204233766667,"score_gpt":0.3422562520800023,"score_spread":0.26623420974233564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002071965","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011371677,0.00030305082,0.00005667153,0.0003136405,0.00043127345,0.002967996,0.001709941,0.0010277306,0.99205256],"genre_scores_gemma":[0.004139935,0.00041545916,0.00072923506,0.000040573465,0.0005060379,8.4961624e-7,0.00038701712,0.0013843548,0.99239653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98848546,0.0036094703,0.00039921945,0.0028285515,0.002325419,0.0023519008],"domain_scores_gemma":[0.9935307,0.000274067,0.00073118706,0.002602007,0.0006916102,0.0021704198],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001162659,0.0012861231,0.0016344452,0.0052445065,0.0023021845,0.00096186774,0.009787943,0.0016616116,0.00025713193],"category_scores_gemma":[0.00011517224,0.0015816116,0.0008858298,0.006999644,0.002351478,0.0013976796,0.004440527,0.0038175243,0.00851217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014102294,0.0002664293,0.0006624734,0.00011708099,0.0010084787,0.010798328,0.00026906552,0.0000072612547,0.0054199286,0.47532102,0.504564,0.00015573401],"study_design_scores_gemma":[0.0036766122,0.0005962126,0.00058107835,0.0005118905,0.00032481973,0.00011249506,0.00154775,0.000045590066,0.00071055075,0.000023857128,0.99029446,0.001574677],"about_ca_topic_score_codex":0.025580047,"about_ca_topic_score_gemma":0.001955006,"teacher_disagreement_score":0.4857305,"about_ca_system_score_codex":0.0055757603,"about_ca_system_score_gemma":0.0037776895,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W7002426823","doi":"","title":"Navigating the Complexity of Cancer Diagnosis: &#13;\\nSynthesis Maps for Diagnosis of Common Cancers in Canadian Contexts","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Historical and Literary 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":"Psychosocial; Variety (cybernetics); Intervention (counseling); Cancer; Psychological intervention; Process (computing); Primary care; Health care; Clinical Practice","score_opus":0.09597797636432179,"score_gpt":0.36294744589419153,"score_spread":0.2669694695298698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002426823","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0146629345,0.00094383705,0.0000013840591,0.0016703351,0.00033331994,0.0017495055,0.0009896357,0.000025085683,0.979624],"genre_scores_gemma":[0.231044,0.0037325388,0.00011621337,0.00003983841,0.00026610168,0.00003282876,0.000029235638,0.00008350897,0.76465577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961443,0.0015738091,0.0002608297,0.00054307387,0.00067100127,0.00080698106],"domain_scores_gemma":[0.99733233,0.0008852738,0.00039672275,0.0004551579,0.00053146057,0.000399048],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0012162601,0.00024829013,0.0007106374,0.00048059566,0.002062726,0.00005658294,0.002478386,0.00038141623,0.00007942449],"category_scores_gemma":[0.00019213422,0.00025203367,0.0002034831,0.0014699044,0.004820545,0.0002811145,0.00036843898,0.0006020499,0.0000060014604],"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":[0.00020507198,0.00013487939,0.17329666,0.00017474563,0.00033723522,0.00009947666,0.011232036,0.0000030738906,0.0000027421574,0.67934734,0.1332137,0.0019530419],"study_design_scores_gemma":[0.0005521828,0.00012444734,0.002810702,0.0012673613,0.00008850125,1.7259964e-7,0.011255587,0.000007247229,0.000063348154,0.00008629145,0.98348475,0.00025940605],"about_ca_topic_score_codex":0.98973143,"about_ca_topic_score_gemma":0.9911748,"teacher_disagreement_score":0.85027105,"about_ca_system_score_codex":0.003357563,"about_ca_system_score_gemma":0.0028503,"threshold_uncertainty_score":0.9999932},"labels":[],"label_agreement":null},{"id":"W7003520814","doi":"","title":"Brand New Aura","year":2013,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Aura; Suite; Straddle; Contemporary art; Carving; Modern art","score_opus":0.06193626817328558,"score_gpt":0.32643557732177575,"score_spread":0.2644993091484902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7003520814","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17776589,0.000221366,0.000042301424,0.00030613315,0.00036929647,0.0014205264,0.000030758933,0.00012432988,0.8197194],"genre_scores_gemma":[0.09374932,0.0004747777,0.0005672345,0.000034504737,0.00025964077,5.8963843e-7,0.0007793988,0.000057888476,0.90407664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960467,0.0005193615,0.00025904187,0.0010505015,0.0012403091,0.000884035],"domain_scores_gemma":[0.99599767,0.00037100163,0.00023624138,0.0010226652,0.0010647476,0.0013076906],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00042306737,0.00045715529,0.00077036145,0.0011383692,0.001389508,0.00036183407,0.001885772,0.0009411046,0.00003184052],"category_scores_gemma":[0.00024837238,0.0005312539,0.00030968586,0.0013858044,0.0003070773,0.00097412884,0.0005083005,0.0020671652,0.00042331533],"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":[0.004474396,0.00034603654,0.003395434,0.00033031785,0.0005864087,0.006436894,0.00081384525,0.000008017353,0.002331087,0.91591907,0.0608329,0.0045256023],"study_design_scores_gemma":[0.0071365265,0.0011872842,0.036330517,0.0018622318,0.00079721387,0.00012194239,0.009363209,0.00010569359,0.004913031,0.000113842936,0.9370476,0.0010209372],"about_ca_topic_score_codex":0.021039493,"about_ca_topic_score_gemma":0.001108793,"teacher_disagreement_score":0.9158052,"about_ca_system_score_codex":0.0011304315,"about_ca_system_score_gemma":0.0034355703,"threshold_uncertainty_score":0.99991053},"labels":[],"label_agreement":null},{"id":"W7003673056","doi":"","title":"Kapsula","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Period (music); Subject (documents); Agency (philosophy)","score_opus":0.030254659821503563,"score_gpt":0.2612398841371919,"score_spread":0.23098522431568835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7003673056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010237742,0.000039903287,0.00013048553,0.00019068083,0.0003400652,0.0008401607,0.000034227145,0.00017662799,0.9972241],"genre_scores_gemma":[0.0059894538,0.0002319421,0.00035176933,0.00005110507,0.00019168436,3.4644518e-7,0.00004089609,0.0001610436,0.99298173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955918,0.0013498241,0.00016046077,0.0012545881,0.00075465906,0.000888674],"domain_scores_gemma":[0.9978826,0.00009871623,0.00023638873,0.0011602162,0.000050042134,0.0005720158],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063346664,0.00040117427,0.00053513976,0.000590212,0.0010109528,0.000120129574,0.0035835374,0.00090819,0.0005632469],"category_scores_gemma":[0.000027389351,0.00044219397,0.00020445639,0.000982948,0.0021325392,0.00031161567,0.0024543388,0.0009972492,0.0040545333],"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":[0.00014229139,0.00011129986,0.002004622,0.000024253084,0.000100275,0.0010485773,0.00007009136,0.000009134497,0.00065823016,0.5262059,0.46890563,0.0007196756],"study_design_scores_gemma":[0.00087423617,0.00020587027,0.0009331513,0.00010186089,0.000049867835,0.00002746597,0.00039074157,0.000035535082,0.0000908967,0.000019767878,0.996749,0.0005216508],"about_ca_topic_score_codex":0.01046793,"about_ca_topic_score_gemma":0.0025474383,"teacher_disagreement_score":0.5278433,"about_ca_system_score_codex":0.0012199496,"about_ca_system_score_gemma":0.00022954529,"threshold_uncertainty_score":0.999803},"labels":[],"label_agreement":null},{"id":"W7003797579","doi":"","title":"Kapsula","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Head (geology); Art gallery","score_opus":0.06234931725499702,"score_gpt":0.30724132491026784,"score_spread":0.24489200765527083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7003797579","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047861482,0.00016109175,0.00016632545,0.00018483726,0.00061276235,0.0024645757,0.0003828816,0.0010145487,0.9945344],"genre_scores_gemma":[0.0029878125,0.00025769696,0.00058552204,0.000033257817,0.00054829265,9.84365e-7,0.00022199196,0.0012515589,0.9941129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98770267,0.0046869735,0.00037117585,0.0025778967,0.0025348852,0.0021264],"domain_scores_gemma":[0.99328345,0.00034111447,0.0007119591,0.0032809163,0.0009299697,0.0014525623],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0021316432,0.0010595904,0.0014209409,0.006790399,0.002400926,0.00069714943,0.009584021,0.0017636188,0.00015120974],"category_scores_gemma":[0.00013956375,0.0013700611,0.00054300326,0.0052201184,0.0024647973,0.0011198753,0.003521266,0.0030577239,0.012075207],"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":[0.0004821093,0.00021523141,0.0002579163,0.000100646765,0.00044046793,0.0029743141,0.00009092287,0.0000069992143,0.00068543345,0.57172906,0.4228474,0.00016951012],"study_design_scores_gemma":[0.0032467733,0.00034981073,0.00023912892,0.0006927295,0.0002883397,0.00006290397,0.0010450978,0.00006707686,0.00024947568,0.000039644878,0.9922946,0.0014243985],"about_ca_topic_score_codex":0.012929974,"about_ca_topic_score_gemma":0.0028257994,"teacher_disagreement_score":0.5716894,"about_ca_system_score_codex":0.003436837,"about_ca_system_score_gemma":0.0021294458,"threshold_uncertainty_score":0.9995323},"labels":[],"label_agreement":null},{"id":"W7003835770","doi":"","title":"MobileSync Web","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Plant-derived Lignans Synthesis and Bioactivity","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":"Beef Farmers of Ontario","funders":"","keywords":"Web page; Mobile Web; Web navigation; Mobile technology; Mobile device; Mobile computing; Web design; Web application","score_opus":0.029111927015101177,"score_gpt":0.28277720069146495,"score_spread":0.25366527367636377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7003835770","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38899967,0.00010679143,0.000016910066,0.00007070981,0.0002691933,0.00057489943,0.00022933868,0.000026535727,0.609706],"genre_scores_gemma":[0.4397773,0.0010861693,0.00006507529,0.000010056947,0.00019253258,0.0000011308073,0.0004642733,0.00004060495,0.55836284],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958978,0.0010884749,0.00020998964,0.0013036375,0.0006781156,0.0008219777],"domain_scores_gemma":[0.9975441,0.00009802668,0.00026764334,0.0010331144,0.00063015847,0.00042692243],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00068389624,0.00046082778,0.000507546,0.0005496748,0.0015257718,0.00020149273,0.0026222933,0.0010711594,0.000008503556],"category_scores_gemma":[0.000057324087,0.00047561078,0.00032655016,0.00048956793,0.0004161017,0.00008244466,0.00061896525,0.0007153163,0.0000864594],"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":[0.0024893698,0.00026142827,0.0007324366,0.00010090472,0.0004340414,0.0007885549,0.00008435186,0.0000011944827,0.8092982,0.17914462,0.0046288804,0.0020359752],"study_design_scores_gemma":[0.0011334575,0.00039381065,0.0015227372,0.0002473017,0.0000920462,0.000025445523,0.001885958,0.000005423837,0.20524667,0.00001533233,0.78877544,0.0006563747],"about_ca_topic_score_codex":0.0007958623,"about_ca_topic_score_gemma":0.0014616081,"teacher_disagreement_score":0.78414655,"about_ca_system_score_codex":0.00045606977,"about_ca_system_score_gemma":0.0018472348,"threshold_uncertainty_score":0.9997741},"labels":[],"label_agreement":null},{"id":"W7004976297","doi":"","title":"Paramedic-Focused Recommendations&#13;\\nfor the Design of a Medical Identification System","year":2013,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Focus (optics); Visibility; Tacit knowledge; Feature (linguistics); Medical information; Design methods; Systems design","score_opus":0.1287452672770459,"score_gpt":0.3837441738397955,"score_spread":0.2549989065627496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004976297","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03251551,0.00010075321,0.002773319,0.004840925,0.0011030703,0.003818411,0.000047076555,0.00015905584,0.9546419],"genre_scores_gemma":[0.4311778,0.0008634146,0.00036691185,0.000016397096,0.00022166998,0.000011834843,0.0003131983,0.00003530007,0.5669935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918405,0.00400493,0.00043822895,0.0006827814,0.0024398877,0.000593719],"domain_scores_gemma":[0.994855,0.0012957163,0.0006313368,0.00093124487,0.0018226652,0.00046407004],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0047778264,0.00024752246,0.00043895742,0.0007904771,0.0054527745,0.0005213403,0.0054407036,0.00076820416,0.000027231274],"category_scores_gemma":[0.0004673568,0.00024892544,0.00018735876,0.0021131956,0.0011376452,0.0010102967,0.00031969367,0.0012041852,0.00012652748],"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":[0.00018968496,0.00013801322,0.00014124029,0.00009874228,0.0001554676,0.000049694845,0.006649172,0.000014705264,0.00021049286,0.9793462,0.010435342,0.0025712317],"study_design_scores_gemma":[0.001451695,0.00018199159,0.004446642,0.0012205979,0.00035637617,0.0000086916025,0.24289902,0.0014512164,0.00053000153,0.00026812858,0.7465459,0.000639715],"about_ca_topic_score_codex":0.0415429,"about_ca_topic_score_gemma":0.0067560165,"teacher_disagreement_score":0.9790781,"about_ca_system_score_codex":0.0014149245,"about_ca_system_score_gemma":0.0046500363,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W7004979196","doi":"","title":"Participatory Design Methods of the Displaced","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Citizen journalism; Exploratory research; Participatory action research; Social innovation; Participatory design; Service design; Service (business)","score_opus":0.15966687933847676,"score_gpt":0.3852184976724603,"score_spread":0.22555161833398354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7004979196","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014598195,0.0003662086,0.0026215096,0.00030678578,0.00029156858,0.0010659174,0.000051411862,0.000023829207,0.993813],"genre_scores_gemma":[0.009093572,0.00029253738,0.0026487107,0.0000361252,0.00018199581,7.575577e-7,0.000026874153,0.00009320467,0.9876262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99425405,0.004035356,0.00015771906,0.00079966424,0.000331425,0.00042176884],"domain_scores_gemma":[0.9980235,0.000103118386,0.00029311643,0.0011461243,0.00020654607,0.00022758587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009778842,0.00027169727,0.0004128291,0.00022219312,0.00047034255,0.00003926202,0.0023486398,0.00055739924,0.000017374896],"category_scores_gemma":[0.00032258342,0.00024240147,0.00018792249,0.000586521,0.0015170237,0.000019488876,0.0012396189,0.0005356837,0.000020124658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017624275,0.00021937986,0.0014038538,0.00010379628,0.0010340785,0.00011627819,0.00021826601,0.000021754795,0.2578492,0.39790574,0.33882082,0.0005444081],"study_design_scores_gemma":[0.00068348635,0.00040029857,0.0009222103,0.000077243916,0.00010149943,0.0000065721433,0.0006482179,0.000013894433,0.06575168,0.000014988052,0.93111986,0.00026002544],"about_ca_topic_score_codex":0.00067180605,"about_ca_topic_score_gemma":0.00009961711,"teacher_disagreement_score":0.59229904,"about_ca_system_score_codex":0.00014249732,"about_ca_system_score_gemma":0.0009295895,"threshold_uncertainty_score":0.98848444},"labels":[],"label_agreement":null},{"id":"W7005051240","doi":"","title":"playful impressions","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Immigration; Set (abstract data type); Atmosphere (unit); Placemaking","score_opus":0.10175935087619252,"score_gpt":0.2878011856656275,"score_spread":0.18604183478943498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005051240","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02529204,0.0004846965,0.000007903056,0.00010867436,0.0031512738,0.00081348,0.0010287234,0.00007314951,0.96904004],"genre_scores_gemma":[0.024342325,0.00075066596,0.00008182389,0.000017531984,0.00009252938,0.0000024886147,0.00042527763,0.000045849745,0.9742415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964577,0.0002902827,0.00044192164,0.0016248308,0.0002836986,0.00090158],"domain_scores_gemma":[0.9975423,0.00015880512,0.0005941508,0.0010572853,0.00025109868,0.00039633136],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013680576,0.00039205546,0.0008528728,0.0017628052,0.0043579848,0.00046926073,0.003704481,0.0004234215,0.0010177488],"category_scores_gemma":[0.000078508005,0.00057095627,0.00038245958,0.0013883668,0.00040457048,0.0011981658,0.0014401876,0.0014568737,0.0031998772],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041184627,0.00017137767,0.00076602644,0.000052604366,0.00033578475,0.0004921181,0.0016254401,0.000030282677,0.000037369595,0.91185355,0.08410471,0.00011889292],"study_design_scores_gemma":[0.0011147098,0.00012239064,0.0013029339,0.000058508536,0.000048173657,0.000005328374,0.028004099,0.00007799127,0.00005909536,0.00044098374,0.968164,0.0006017565],"about_ca_topic_score_codex":0.006346431,"about_ca_topic_score_gemma":0.0005892596,"teacher_disagreement_score":0.91141254,"about_ca_system_score_codex":0.0020344204,"about_ca_system_score_gemma":0.0005674329,"threshold_uncertainty_score":0.99989545},"labels":[],"label_agreement":null},{"id":"W7005061773","doi":"","title":"Plans to Practice- The Gap Between SME Sustainability Aspirations and Implementation","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Marine Invertebrate Physiology and Ecology","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":"Sustainability; Process (computing); Psychological intervention; Resilience (materials science); Face (sociological concept); Psychological resilience; Resource (disambiguation); Triple bottom line","score_opus":0.05413355615215356,"score_gpt":0.3300860013555184,"score_spread":0.27595244520336487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005061773","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028542469,0.00003424342,0.00011119944,0.004264304,0.00018999018,0.0015544721,0.00036782725,0.00005195383,0.99057174],"genre_scores_gemma":[0.032432567,0.00014504688,0.00017859438,0.00017624385,0.0001337397,5.537291e-7,0.000313854,0.000015775107,0.96660364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658656,0.0017640187,0.00014678347,0.00067763205,0.00029848536,0.0005265083],"domain_scores_gemma":[0.99801713,0.0007230202,0.00014690781,0.00052488694,0.0003257184,0.00026232807],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009012344,0.00021639209,0.0003166422,0.00062591315,0.0019297559,0.00017230846,0.0013712256,0.00032744053,0.00019990372],"category_scores_gemma":[0.00012644898,0.0002070594,0.00006105106,0.00093636406,0.00056310894,0.00049944327,0.0004800879,0.00072688225,0.000098416815],"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":[0.00032133915,0.00004358086,0.097836725,0.00007630554,0.00032176185,0.0002940341,0.0003058716,0.0000440322,0.000004442598,0.77232814,0.12267774,0.005746018],"study_design_scores_gemma":[0.0004467103,0.00029302912,0.074614935,0.00002245283,0.00011346472,0.0000049771393,0.0055556833,0.000040006144,0.000007190422,0.0003544441,0.91833603,0.00021110034],"about_ca_topic_score_codex":0.09731398,"about_ca_topic_score_gemma":0.08870792,"teacher_disagreement_score":0.7956583,"about_ca_system_score_codex":0.00016460102,"about_ca_system_score_gemma":0.0012642943,"threshold_uncertainty_score":0.9993696},"labels":[],"label_agreement":null},{"id":"W7005081719","doi":"","title":"Pivot 2021: Dismantling/Reassembling","year":2021,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Work (physics); Social innovation; Design thinking","score_opus":0.03745173138402629,"score_gpt":0.30497295024548465,"score_spread":0.26752121886145835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005081719","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004347975,0.00060767896,0.0006168201,0.00010612359,0.00009334749,0.00072973745,0.000035250847,0.00005318185,0.9934099],"genre_scores_gemma":[0.006480828,0.0027407636,0.0005847519,0.000033687254,0.00044311085,7.9697423e-7,0.0009310776,0.00008886003,0.9886961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950297,0.0010397212,0.00030999043,0.0018350997,0.0009261584,0.0008593243],"domain_scores_gemma":[0.9956305,0.00010090549,0.00031939705,0.0020124116,0.0014364906,0.000500273],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009770432,0.0005559308,0.0007352949,0.00092866155,0.0014357625,0.00047576436,0.0035192962,0.0011381026,0.000014252549],"category_scores_gemma":[0.00010567435,0.0007406088,0.0006039304,0.0008490951,0.00073657813,0.00008968297,0.0034929262,0.0015072202,0.00006117586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083092885,0.00039093633,0.00040470817,0.0001797142,0.001653161,0.009764779,0.00012567692,0.000031212323,0.107887805,0.7227751,0.15434949,0.0016064863],"study_design_scores_gemma":[0.0008000774,0.00028411808,0.00004242743,0.0002752457,0.00029794825,0.0000489286,0.00063003646,0.000036570036,0.029519746,0.0000606656,0.9672324,0.00077180966],"about_ca_topic_score_codex":0.00086102623,"about_ca_topic_score_gemma":0.00071318186,"teacher_disagreement_score":0.81288296,"about_ca_system_score_codex":0.0011502306,"about_ca_system_score_gemma":0.0032770084,"threshold_uncertainty_score":0.9998642},"labels":[],"label_agreement":null},{"id":"W7005216522","doi":"","title":"The Power of Pictograms: a study and guide on how to create inclusive navigational signage using pictograms to address low situational literacy","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Signage; Pictogram; Literacy; Situation awareness; Situational ethics; Semiotics; Linguistic landscape; Action (physics)","score_opus":0.031460351733334994,"score_gpt":0.34613874106556913,"score_spread":0.31467838933223413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005216522","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41484544,0.00024150418,0.00034140746,0.00083608326,0.00019734506,0.0038758516,0.00031309217,0.00003109814,0.57931817],"genre_scores_gemma":[0.37956133,0.00019420589,0.00078502996,0.00009350361,0.00012366252,0.000007169294,0.0002233303,0.00012216503,0.61888963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638736,0.0010050312,0.0002007041,0.0010497922,0.0008490816,0.00050800276],"domain_scores_gemma":[0.99741954,0.00022839475,0.00024584678,0.0009130509,0.0007831999,0.00040999186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045810468,0.00039283332,0.00044691932,0.0005580854,0.0011548032,0.00032679908,0.0014506193,0.00032642193,0.000010591989],"category_scores_gemma":[0.00016549313,0.00039325937,0.00017267912,0.0008567119,0.0004217525,0.00003871992,0.0022799263,0.0003601499,0.000005861211],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0137819685,0.012982544,0.18008704,0.00071665854,0.019062608,0.01160001,0.01463087,0.0012873483,0.15790384,0.40270036,0.16967793,0.015568817],"study_design_scores_gemma":[0.0028515197,0.002310324,0.008153113,0.00077521853,0.00021798354,0.000017145847,0.011154496,0.000019609994,0.007998725,0.000006043338,0.96577054,0.0007253033],"about_ca_topic_score_codex":0.0032328374,"about_ca_topic_score_gemma":0.0016056623,"teacher_disagreement_score":0.79609257,"about_ca_system_score_codex":0.000483138,"about_ca_system_score_gemma":0.000697581,"threshold_uncertainty_score":0.99985194},"labels":[],"label_agreement":null},{"id":"W7005217325","doi":"","title":"Play with Purpose: Exploring digital games to encourage gender equity in STEM","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Ancient Mediterranean Archaeology and 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":"Futures studies; Recreation; Etiquette; Leverage (statistics); Framing (construction); Space (punctuation); Affordance; Digital divide","score_opus":0.23099382170438484,"score_gpt":0.2970148705725813,"score_spread":0.06602104886819646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005217325","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010203358,0.00015380945,0.000027455517,0.00011233343,0.0005986948,0.001196233,0.00020072151,0.00015592473,0.9873515],"genre_scores_gemma":[0.04380212,0.000103185615,0.00004059476,0.00003757065,0.00026957606,0.0000048461325,0.00007018196,0.00014717015,0.95552474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996184,0.000642872,0.00018590747,0.0010393738,0.0010364181,0.00091141736],"domain_scores_gemma":[0.9983267,0.0001360264,0.00017280549,0.0007492434,0.00016238137,0.00045283776],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005918532,0.00040026926,0.000560401,0.0025115472,0.0018303359,0.00027619203,0.002653158,0.00021098723,0.00065159047],"category_scores_gemma":[0.0000135678065,0.00045154925,0.00012946947,0.0005465269,0.0017292454,0.0012448402,0.0025968414,0.0015276695,0.00019320686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077061425,0.00019660025,0.0010210208,0.000103394,0.00016356257,0.006819491,0.03135072,0.000018520403,0.000006960248,0.8666579,0.09224229,0.00064893323],"study_design_scores_gemma":[0.0010874264,0.00040683337,0.00022749961,0.00019740684,0.000040361712,0.00001800556,0.043067817,0.0000040161262,0.0000052138676,0.000016732707,0.9544036,0.0005251208],"about_ca_topic_score_codex":0.002652852,"about_ca_topic_score_gemma":0.011177373,"teacher_disagreement_score":0.86664116,"about_ca_system_score_codex":0.0020481492,"about_ca_system_score_gemma":0.00085939973,"threshold_uncertainty_score":0.99979365},"labels":[],"label_agreement":null},{"id":"W7005324600","doi":"","title":"A Portrait of Cry Baby Gallery","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Portrait; Art gallery; Context (archaeology); Snapshot (computer storage)","score_opus":0.0957969277515691,"score_gpt":0.26145732171750097,"score_spread":0.16566039396593185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005324600","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018747961,0.00130452,0.000035533754,0.00012779864,0.0015500897,0.0006433609,0.0011595462,0.000106965446,0.9948847],"genre_scores_gemma":[0.0023448395,0.001158724,0.00022538396,0.000012368591,0.00013500608,5.766235e-7,0.000028086646,0.0001630582,0.995932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972165,0.00013856987,0.0004022066,0.0013622,0.0002028487,0.0006776787],"domain_scores_gemma":[0.9980358,0.00006395546,0.0005065308,0.00096623227,0.00013854561,0.00028896917],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011136666,0.00035488655,0.00096745574,0.0023993796,0.0004109255,0.00023475861,0.0023527853,0.00049484876,0.00075573695],"category_scores_gemma":[0.000038499216,0.0004809642,0.00037911406,0.0011685397,0.0010469254,0.00047763225,0.0014839064,0.0007297543,0.00896595],"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":[0.00005362569,0.00007368451,0.00023067046,0.00012110174,0.0004131133,0.0003849031,0.00020088884,0.0000018068522,0.0000055728424,0.54799527,0.45048928,0.00003011314],"study_design_scores_gemma":[0.000733792,0.00009150923,0.00012252349,0.0002835977,0.000057233643,0.0000068709264,0.0026619425,0.000028334762,0.000015056928,0.0004981448,0.9950364,0.0004645467],"about_ca_topic_score_codex":0.007425605,"about_ca_topic_score_gemma":0.00039163182,"teacher_disagreement_score":0.5474971,"about_ca_system_score_codex":0.0007200493,"about_ca_system_score_gemma":0.00036646155,"threshold_uncertainty_score":0.9997642},"labels":[],"label_agreement":null},{"id":"W7005391386","doi":"","title":"Putting A Lens on Those Who Are Often Overlooked_ Women’s Representations in Advertising Messages","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Respondent; Identity (music); Advertising campaign; Target audience; Guideline; Advertising research","score_opus":0.0315684542362985,"score_gpt":0.31212079308511687,"score_spread":0.28055233884881836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005391386","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055884626,0.0002224762,0.00014482813,0.00033444643,0.000034212564,0.00086364115,0.000042202857,0.00009626925,0.99267346],"genre_scores_gemma":[0.01763432,0.0021570749,0.0006274589,0.00014212378,0.00016114676,0.0000030028855,0.00012593545,0.00018710291,0.9789618],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959059,0.0011623318,0.00022746171,0.0013938975,0.0006109479,0.0006994808],"domain_scores_gemma":[0.99792564,0.000070060676,0.00033370862,0.0011669061,0.00020799506,0.0002956959],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005229212,0.00039425638,0.000604514,0.0012270438,0.0005440812,0.00019532508,0.0019344947,0.00060631963,0.000015786889],"category_scores_gemma":[0.00015682442,0.00050683925,0.00022583963,0.0011570572,0.00041125453,0.000072761504,0.0015041303,0.00094590284,0.000025695947],"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":[0.0020956344,0.0009678703,0.00952646,0.00043009518,0.0018693104,0.012249446,0.0016497695,0.00013413512,0.07897355,0.18172443,0.706983,0.0033963295],"study_design_scores_gemma":[0.0011750846,0.00031768833,0.0008043978,0.0007738842,0.00007530006,0.0000076002125,0.003252955,0.00004499473,0.009970245,0.000017078888,0.9830363,0.00052449596],"about_ca_topic_score_codex":0.003820029,"about_ca_topic_score_gemma":0.0016875467,"teacher_disagreement_score":0.2760533,"about_ca_system_score_codex":0.00083356025,"about_ca_system_score_gemma":0.00047062404,"threshold_uncertainty_score":0.99973834},"labels":[],"label_agreement":null},{"id":"W7005559971","doi":"","title":"Review of David Hoffos [Scenes from the House Dream, Phase Two. Gallery TPW. Toronto]","year":2004,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Illusion; Dream; Lantern; Optical illusion; Phase (matter)","score_opus":0.047912574613931544,"score_gpt":0.2949236616404659,"score_spread":0.24701108702653435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005559971","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40623936,0.001155201,0.000096172145,0.0018177291,0.0002543935,0.0012773369,0.000105630716,0.00008626121,0.5889679],"genre_scores_gemma":[0.8791661,0.020801429,0.0014930851,0.0018438968,0.00020085287,0.0000023325597,0.00016944177,0.0000867771,0.09623607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964447,0.0010239416,0.00025084737,0.0008071298,0.0007532596,0.00072011765],"domain_scores_gemma":[0.99801755,0.00021025454,0.00021120571,0.0010227241,0.00015209192,0.00038619264],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00093456195,0.000280872,0.0004639754,0.000096535754,0.0017025593,0.0000971518,0.0036719227,0.00018675001,0.00032023987],"category_scores_gemma":[0.000055263026,0.00027329932,0.0002205696,0.0008154898,0.001679539,0.0015721291,0.0023948671,0.0005455109,0.0003016839],"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":[0.0048429854,0.0042558806,0.041994084,0.0009108099,0.0010952095,0.0060789427,0.006550314,0.00095578394,0.03795653,0.7901046,0.101384036,0.0038707908],"study_design_scores_gemma":[0.009749408,0.0010928418,0.010958067,0.0016544646,0.00028050013,0.000045219494,0.006024925,0.00014099614,0.008615575,0.0003209919,0.9602828,0.00083421124],"about_ca_topic_score_codex":0.12230469,"about_ca_topic_score_gemma":0.030552123,"teacher_disagreement_score":0.85889876,"about_ca_system_score_codex":0.0019643072,"about_ca_system_score_gemma":0.0003188772,"threshold_uncertainty_score":0.9999719},"labels":[],"label_agreement":null},{"id":"W7005581989","doi":"","title":"Pulling Threads: An Inquiry into Cultural Identity, and Reconnection with Ancestral Knowledge through Art","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Hybridity; Identity (music); Politics; CONQUEST; Immigration; Identity politics; Cultural identity; Empire; Autoethnography","score_opus":0.06808811129432765,"score_gpt":0.3758732091889596,"score_spread":0.30778509789463193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005581989","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019464083,0.00045553542,0.0025408778,0.000046346453,0.00007372031,0.00062469713,0.00000857433,0.000090396294,0.9766958],"genre_scores_gemma":[0.019369988,0.00302514,0.0019259066,0.000016166032,0.00024144162,0.0000010700996,0.0002620847,0.000083504194,0.9750747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973538,0.00065257464,0.00013815038,0.0011209555,0.00031607438,0.00041844102],"domain_scores_gemma":[0.99834204,0.000022626413,0.00017235745,0.00078702567,0.00047867637,0.00019729444],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004016166,0.00033461495,0.0003914084,0.0005956893,0.0007711619,0.0003407995,0.0013592215,0.0005756735,0.000006773319],"category_scores_gemma":[0.000025321702,0.00036884926,0.000115163166,0.0008096777,0.00087563606,0.00025479295,0.0010110734,0.00057653326,0.000013262394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019052112,0.00080290274,0.00466451,0.00055154704,0.002103277,0.0014144615,0.0017095096,0.00001817756,0.04931351,0.6834044,0.25136086,0.002751625],"study_design_scores_gemma":[0.0008980337,0.00064503023,0.0001653658,0.00035061588,0.00021960029,0.000030624647,0.0042325426,0.000020264377,0.012644201,0.00008297325,0.9801483,0.0005624343],"about_ca_topic_score_codex":0.0060374835,"about_ca_topic_score_gemma":0.015615604,"teacher_disagreement_score":0.7287875,"about_ca_system_score_codex":0.0002962981,"about_ca_system_score_gemma":0.00056448276,"threshold_uncertainty_score":0.9998763},"labels":[],"label_agreement":null},{"id":"W7005607365","doi":"","title":"Resilient Cartographies: A Systems Analysis of Resilience Among Indian Women Immigrants in Canada","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Thriving; Immigration policy; Psychological resilience; Population; Government (linguistics); Resilience (materials science)","score_opus":0.01759587894689836,"score_gpt":0.24086625849132054,"score_spread":0.2232703795444222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005607365","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41209245,0.0002072976,7.6784426e-7,0.000046507837,0.000092463786,0.00097004377,0.00020023467,0.000024376466,0.5863659],"genre_scores_gemma":[0.4807479,0.0007060113,0.0000052589357,0.000016896407,0.000018131106,0.0000021808946,0.00006638247,0.00004846085,0.51838875],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99496853,0.0013528208,0.00032842392,0.0010073814,0.0014846106,0.0008582366],"domain_scores_gemma":[0.99770814,0.00023558729,0.00035371477,0.0009308991,0.00018543967,0.0005862373],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061549357,0.00033424783,0.0011761201,0.0053172605,0.00042079683,0.000040341518,0.001733835,0.0003186425,0.00011066189],"category_scores_gemma":[0.00006556747,0.00036883296,0.00025492525,0.00967618,0.00069737073,0.00016554816,0.0008373915,0.0012958203,0.0000036537008],"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":[0.0029374063,0.00057534635,0.8758496,0.0006769201,0.0026854067,0.024116136,0.0013249977,0.00094390253,0.000057524303,0.055130806,0.035553973,0.00014798745],"study_design_scores_gemma":[0.0029172176,0.00092908175,0.28081444,0.00024849712,0.00096225063,0.000015826292,0.04721755,0.00020929186,0.000007148586,0.000003005959,0.6660241,0.0006516187],"about_ca_topic_score_codex":0.976646,"about_ca_topic_score_gemma":0.94079953,"teacher_disagreement_score":0.6304701,"about_ca_system_score_codex":0.0029334382,"about_ca_system_score_gemma":0.0033869834,"threshold_uncertainty_score":0.9998764},"labels":[],"label_agreement":null},{"id":"W7005858754","doi":"","title":"Sessional Design-Action Research Curriculum Framework","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flourishing; Curriculum; Social entrepreneurship; Sustainability; Context (archaeology); Social enterprise; Rural area","score_opus":0.2540892082923699,"score_gpt":0.40880252215607654,"score_spread":0.15471331386370663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005858754","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032470695,0.0002600098,0.00212654,0.0006829918,0.0008330305,0.0042798193,0.00033301118,0.0009326302,0.9902273],"genre_scores_gemma":[0.002763135,0.0007054203,0.0070813885,0.000028400742,0.0010594253,0.0000043535238,0.00020891418,0.001124658,0.9870243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97366905,0.014475725,0.00045095978,0.003276009,0.005450263,0.0026779973],"domain_scores_gemma":[0.9914923,0.0013073573,0.0006314157,0.002515328,0.0019111877,0.0021424696],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.004449001,0.0010735604,0.0013593978,0.007818646,0.0049658287,0.0010689709,0.0077404627,0.002578875,0.00031608326],"category_scores_gemma":[0.0006796369,0.0013254368,0.0005069604,0.012884211,0.003205277,0.0018146716,0.00511892,0.009273348,0.008029303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011214673,0.00046402003,0.00033346136,0.00014113162,0.00046296115,0.0068958933,0.00023482658,0.000026418043,0.0011511899,0.5518159,0.43716124,0.00019149201],"study_design_scores_gemma":[0.001976231,0.0006930591,0.00021505066,0.0016594571,0.00018661562,0.00007598652,0.0060347873,0.00028519274,0.00047366237,0.00027995714,0.98680353,0.0013164651],"about_ca_topic_score_codex":0.012702583,"about_ca_topic_score_gemma":0.0007371659,"teacher_disagreement_score":0.55153596,"about_ca_system_score_codex":0.0062676836,"about_ca_system_score_gemma":0.0052268696,"threshold_uncertainty_score":0.999968},"labels":[],"label_agreement":null},{"id":"W7006131974","doi":"","title":"Stories of Place, Location, and Knowledge&#13;\\nCriticism Thesis","year":2011,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Inscribed figure; Context (archaeology); Interpretation (philosophy); Narrative; Indigenous","score_opus":0.05423933527625472,"score_gpt":0.32185869080815,"score_spread":0.26761935553189525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006131974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33301,0.000062732135,0.00001750465,0.00001930729,0.00023195552,0.00039581614,0.000018976825,0.000019316876,0.6662244],"genre_scores_gemma":[0.47430873,0.00022458666,0.00008859405,0.0000033167603,0.000027745136,5.631053e-7,0.000047814337,0.000018503322,0.5252801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753904,0.00065739366,0.00020858867,0.00067340344,0.00049975386,0.0004218134],"domain_scores_gemma":[0.99830854,0.00025845255,0.00021817435,0.00053401454,0.00041691237,0.00026390643],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004889461,0.00027297097,0.00037940196,0.00051205704,0.0014798108,0.000112102905,0.0013670033,0.00038642468,0.00006705736],"category_scores_gemma":[0.000057522062,0.00032327036,0.00010213171,0.0009811781,0.00078886177,0.0010792619,0.0004603701,0.000733697,0.00012956369],"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":[0.0015735768,0.000488675,0.010696635,0.00025248446,0.00024578534,0.00032436388,0.012608618,0.00003550328,0.003638397,0.96382636,0.0047416505,0.0015679384],"study_design_scores_gemma":[0.0015016648,0.0006992952,0.12587821,0.0006946687,0.00039707043,0.00004093271,0.043454573,0.00014850723,0.009494093,0.00023637575,0.8163917,0.0010628735],"about_ca_topic_score_codex":0.03626369,"about_ca_topic_score_gemma":0.027178619,"teacher_disagreement_score":0.96359,"about_ca_system_score_codex":0.00069886073,"about_ca_system_score_gemma":0.0004594405,"threshold_uncertainty_score":0.9999219},"labels":[],"label_agreement":null},{"id":"W7006189990","doi":"","title":"Towards impact design for public services: To assess impact is to care is to design is to assess impact...","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Inclusion (mineral); Audit; Research design; Social impact; Cultural diversity; Design methods","score_opus":0.25083491651490913,"score_gpt":0.4106861535920368,"score_spread":0.15985123707712767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006189990","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014258343,0.00017329285,0.03033262,0.001670318,0.00073607365,0.031711593,0.013848533,0.00086543674,0.9064038],"genre_scores_gemma":[0.023848709,0.00006462302,0.015717722,0.00080327626,0.00052523956,0.000038358598,0.00038496946,0.002131749,0.95648533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97909254,0.0047627045,0.00080037164,0.005212979,0.0047139013,0.0054175295],"domain_scores_gemma":[0.97755253,0.0009238213,0.0008170652,0.0057704453,0.0062968866,0.008639224],"candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00398968,0.0027002906,0.0032273484,0.016035553,0.0029250977,0.0040391083,0.01628034,0.002309423,0.0004497853],"category_scores_gemma":[0.00032920777,0.0029727463,0.0018615407,0.015171852,0.0003765544,0.0036613024,0.0064856405,0.0023398425,0.007953492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.01189699,0.0006932055,0.0026949563,0.00075118884,0.0044771796,0.0017016104,0.011810576,0.0021771316,0.007604602,0.016676804,0.9386091,0.00090661994],"study_design_scores_gemma":[0.0044577355,0.00778244,0.0024859933,0.0017342372,0.0007198204,0.00005434406,0.014769618,0.00025306767,0.0046940646,0.00001292349,0.9591603,0.0038754207],"about_ca_topic_score_codex":0.06393128,"about_ca_topic_score_gemma":0.0026940596,"teacher_disagreement_score":0.06123722,"about_ca_system_score_codex":0.029009312,"about_ca_system_score_gemma":0.015744496,"threshold_uncertainty_score":0.9999618},"labels":[],"label_agreement":null},{"id":"W7006262516","doi":"","title":"Traces: Here/Not Here","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Indexicality; Reflexivity; Posthuman; Posthumanism; Point (geometry); Human body; Interconnectivity; Pride","score_opus":0.0607475959211518,"score_gpt":0.2963745968081049,"score_spread":0.2356270008869531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006262516","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31427616,0.0000146981965,0.000012366474,0.00031757902,0.00034351173,0.0008886301,0.000024363046,0.00007164778,0.68405104],"genre_scores_gemma":[0.30232817,0.00009913745,0.00023369785,0.000062655636,0.00006354156,0.0000012166769,0.00022988748,0.000042551306,0.6969391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99498105,0.0012813995,0.0002857395,0.0013976436,0.00114398,0.0009101765],"domain_scores_gemma":[0.9979652,0.00017474352,0.000303253,0.0007609234,0.00015452964,0.000641323],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065030437,0.00048092208,0.00062797824,0.0003207657,0.0026562847,0.0002295826,0.003704192,0.0010094094,0.0004854393],"category_scores_gemma":[0.00005364892,0.0005829576,0.00026598937,0.0014471331,0.0008576658,0.0013953048,0.00093710254,0.002073545,0.0038870454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031032397,0.00071209454,0.0154140955,0.00016734879,0.00032392377,0.010490624,0.0032198075,0.000055866578,0.009571602,0.93313056,0.02110035,0.0027105133],"study_design_scores_gemma":[0.0027350208,0.0009504358,0.025522357,0.00022700043,0.00048377257,0.000039532693,0.044206128,0.00032749856,0.008218082,0.00014891787,0.91560626,0.0015350156],"about_ca_topic_score_codex":0.0043216893,"about_ca_topic_score_gemma":0.00585717,"teacher_disagreement_score":0.9329816,"about_ca_system_score_codex":0.001990266,"about_ca_system_score_gemma":0.000702298,"threshold_uncertainty_score":0.99966216},"labels":[],"label_agreement":null},{"id":"W7006422078","doi":"","title":"A Truly Accessible Public Transportation System for Toronto:&#13;\\nA User-Centric Approach to Accessibility","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public transport; Focus (optics); Order (exchange); Population; Modal; Universal design","score_opus":0.07326909329589146,"score_gpt":0.31639592459155147,"score_spread":0.24312683129566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006422078","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038736877,0.00016800906,0.008091198,0.000079675454,0.00060219207,0.00963872,0.001562893,0.0010925329,0.97489107],"genre_scores_gemma":[0.09954331,0.00006811944,0.002338731,0.000017648625,0.00038973894,0.000023180613,0.0010343511,0.00089620607,0.8956887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98739994,0.0033021332,0.0007129379,0.0036153756,0.002537332,0.0024322781],"domain_scores_gemma":[0.99113023,0.0003785241,0.0010675698,0.0030430336,0.0023401384,0.0020404893],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003336916,0.00119609,0.0018279955,0.0042312494,0.002744472,0.0015264922,0.010102086,0.0016720578,0.000037303893],"category_scores_gemma":[0.00018299937,0.0014565955,0.000639947,0.0067350934,0.00076743396,0.003868279,0.0010280313,0.0013919219,0.0004963948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002648547,0.0010566493,0.003370388,0.0017457831,0.0008362339,0.0002980988,0.00046137188,0.00004556692,0.00043989517,0.85098433,0.13755694,0.00055615685],"study_design_scores_gemma":[0.0058524995,0.00046043706,0.004347052,0.0006956019,0.00051751995,0.0000140766715,0.005634309,0.00041105715,0.00021600342,0.0000075959824,0.98026145,0.0015823989],"about_ca_topic_score_codex":0.030682186,"about_ca_topic_score_gemma":0.019787041,"teacher_disagreement_score":0.85097677,"about_ca_system_score_codex":0.010966926,"about_ca_system_score_gemma":0.0033180101,"threshold_uncertainty_score":0.99962395},"labels":[],"label_agreement":null},{"id":"W7006425922","doi":"","title":"Translating Scientific Content into Accessible Formats with Visually Impaired Learners:&#13;\\nRecommendations and a Decision Aid Based on Haptic Rules of Perception","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Haptic technology; Perception; Domain (mathematical analysis); Graphics; Focus (optics); Visual perception; Haptic perception; Visually impaired","score_opus":0.09957594149226401,"score_gpt":0.32902476850202045,"score_spread":0.22944882700975644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006425922","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11136983,0.00004032741,0.0027355372,0.00033989074,0.0001344992,0.002634197,0.00034718978,0.00027696337,0.88212156],"genre_scores_gemma":[0.4526312,0.00010323018,0.016255854,0.00003544437,0.00008971415,0.0000034304069,0.00072998053,0.000637805,0.52951336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99408555,0.0013490953,0.00039266262,0.0015468603,0.0018207638,0.0008050933],"domain_scores_gemma":[0.99657345,0.0003557828,0.0006504609,0.00099652,0.00069629244,0.00072749483],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001339161,0.00061149895,0.0008801292,0.0048114797,0.002498898,0.0008416569,0.0023614531,0.0005153315,0.000055904366],"category_scores_gemma":[0.000085309526,0.0006572434,0.00023038652,0.0029544635,0.001898866,0.0018065495,0.00077625184,0.0012404303,0.00016107922],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04532053,0.0040177903,0.0205989,0.0030874452,0.0025761442,0.0035111997,0.016533474,0.0014531398,0.074384764,0.7339876,0.056921553,0.037607435],"study_design_scores_gemma":[0.030003347,0.006529575,0.008358602,0.010146677,0.0012566627,0.00005639054,0.052827835,0.04596872,0.0010114874,0.00011558499,0.84048367,0.0032414447],"about_ca_topic_score_codex":0.006152208,"about_ca_topic_score_gemma":0.005440663,"teacher_disagreement_score":0.7835621,"about_ca_system_score_codex":0.0014823896,"about_ca_system_score_gemma":0.0017540513,"threshold_uncertainty_score":0.9995879},"labels":[],"label_agreement":null},{"id":"W7006498796","doi":"","title":"Twinning Artists Twinning Cities: Avalon (Bangalore and Toronto) [Exhibition Catalogue]","year":2012,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","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":"Crystal twinning; Deformation (meteorology); Relation (database); Tilt (camera)","score_opus":0.029881827838245844,"score_gpt":0.28430876051161447,"score_spread":0.25442693267336863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006498796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019238507,0.0012410495,0.0003482775,0.00003802328,0.00008337449,0.0007967958,0.00006223665,0.0000762196,0.9781155],"genre_scores_gemma":[0.069543056,0.0013341692,0.0004422133,0.000039272418,0.00035174133,0.0000012477917,0.0014955153,0.00007506177,0.9267177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629813,0.00069360476,0.00026987956,0.0012511988,0.0006659322,0.0008212778],"domain_scores_gemma":[0.9973241,0.00007343289,0.0003057505,0.0011527098,0.00067021785,0.0004737693],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009520593,0.0004988088,0.0005880525,0.0004947492,0.0013354042,0.00030162075,0.0015544998,0.000940607,0.000008958119],"category_scores_gemma":[0.00004833506,0.00065379904,0.00027193577,0.00028302186,0.0009523312,0.00023305802,0.002087789,0.0009290236,0.000021990205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017544065,0.00040206095,0.0038280177,0.0006039728,0.001882401,0.0031883968,0.0019539844,0.000009185455,0.10892953,0.66295624,0.21089272,0.0035990893],"study_design_scores_gemma":[0.00086366985,0.0004298978,0.0004641607,0.00032076234,0.0003059187,0.000082609746,0.0016465575,0.000021877997,0.015473537,0.000051125244,0.979519,0.000820893],"about_ca_topic_score_codex":0.005442604,"about_ca_topic_score_gemma":0.002908637,"teacher_disagreement_score":0.7686263,"about_ca_system_score_codex":0.0015820378,"about_ca_system_score_gemma":0.00092536584,"threshold_uncertainty_score":0.9999647},"labels":[],"label_agreement":null},{"id":"W7006580776","doi":"","title":"On Walking: rhythm, repetition, movement","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Sustainable Agricultural Systems 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":"Expansive; Exhibition; Movement (music); Placemaking; Exposition (narrative); Motion (physics)","score_opus":0.01726705043354984,"score_gpt":0.26146306610060793,"score_spread":0.2441960156670581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006580776","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30393696,0.000022582464,0.0000036078932,0.00015287151,0.0002591294,0.0010209145,0.000023019335,0.00007080767,0.6945101],"genre_scores_gemma":[0.16811796,0.0001109451,0.000041628417,0.000035860758,0.000048271915,0.0000039713964,0.00046004454,0.00003555441,0.83114576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932103,0.0016736769,0.00031672223,0.0015526125,0.0023337116,0.000912943],"domain_scores_gemma":[0.9975405,0.00020938349,0.00043090506,0.0010781781,0.00028348083,0.00045757607],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011690402,0.00046517258,0.00056076306,0.00073543587,0.0042050104,0.00033552232,0.002995324,0.00039800763,0.000579782],"category_scores_gemma":[0.00008060493,0.00051416963,0.00035093847,0.0031109625,0.00027607245,0.0010608004,0.0013818025,0.0015057013,0.00036678743],"study_design_candidate":"theoretical_or_conceptual","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":[0.0009140755,0.0003403137,0.001283023,0.00007543915,0.00030844036,0.0046173586,0.0012089027,0.0011052783,0.0015417685,0.9674984,0.02044974,0.0006572446],"study_design_scores_gemma":[0.0011976778,0.0005902171,0.016021093,0.00016853711,0.00022344125,0.00002096686,0.053483773,0.00008038995,0.0008742083,0.00038890715,0.9259758,0.00097499957],"about_ca_topic_score_codex":0.030024555,"about_ca_topic_score_gemma":0.004983348,"teacher_disagreement_score":0.9671095,"about_ca_system_score_codex":0.009760041,"about_ca_system_score_gemma":0.00034744252,"threshold_uncertainty_score":0.999731},"labels":[],"label_agreement":null},{"id":"W7006642967","doi":"","title":"\"Very Frustrating Mexican Removal\" &#13;\\nAn immersive 360° verbatim documentary","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Visual Culture and Art Theory","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; Agency (philosophy); Context (archaeology); Contradiction; Vega; Movie theater; Photojournalism","score_opus":0.07461480450465266,"score_gpt":0.3245201447869343,"score_spread":0.24990534028228165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006642967","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13908961,0.00015808322,0.0000015781822,0.00021575512,0.0012134606,0.0009946299,0.000126486,0.00007993436,0.85812044],"genre_scores_gemma":[0.2245393,0.00021260456,0.000033481865,0.000039162336,0.0006538134,0.0000011078246,0.0007857698,0.00006007838,0.77367467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949397,0.0011336555,0.00036386002,0.0012965768,0.0011984647,0.0010677424],"domain_scores_gemma":[0.99625194,0.0002107347,0.000649422,0.0012220718,0.0011167958,0.0005490451],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009044879,0.000664067,0.0008220154,0.00089478854,0.010157351,0.0017421304,0.0040905867,0.0005615377,0.00020870601],"category_scores_gemma":[0.000058976966,0.00075716944,0.00047734182,0.00024598875,0.0013049103,0.003258037,0.0005950779,0.0020613559,0.00030741055],"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":[0.0014035527,0.00021220083,0.000103681705,0.00017587394,0.00060555263,0.00330751,0.020632409,0.000003174478,0.0016384122,0.95865303,0.012092862,0.0011717587],"study_design_scores_gemma":[0.00121629,0.00044373126,0.00019358263,0.00057776365,0.00030930253,0.000020476044,0.14776993,0.000010333583,0.002022564,0.0004658822,0.84612644,0.000843711],"about_ca_topic_score_codex":0.018095685,"about_ca_topic_score_gemma":0.023817748,"teacher_disagreement_score":0.9581871,"about_ca_system_score_codex":0.001077481,"about_ca_system_score_gemma":0.0013104993,"threshold_uncertainty_score":0.99948794},"labels":[],"label_agreement":null},{"id":"W7006704343","doi":"","title":"VVV: Volumetric Video in Videogames","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Games and Media","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 College of Art and Design","funders":"Social Sciences and Humanities Research Council of Canada; Université de Montréal","keywords":"Movie theater; General partnership; Encyclopedia; Identifier; Emerging technologies","score_opus":0.05625180129522883,"score_gpt":0.32663836200442836,"score_spread":0.27038656070919953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006704343","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067495834,0.00039675785,0.000015745949,0.00041827938,0.00075976015,0.0017729413,0.00005309035,0.00017258956,0.9957359],"genre_scores_gemma":[0.004136578,0.0021614828,0.0001334243,0.000030037852,0.00026348056,6.60822e-7,0.000023746754,0.00014970098,0.9931009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941814,0.0016385078,0.0002151855,0.0011399771,0.0015654436,0.0012595041],"domain_scores_gemma":[0.9973873,0.00038764862,0.0002657928,0.00092085934,0.00034514547,0.00069324585],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014713224,0.0003772155,0.0007230794,0.003674528,0.00058713247,0.0005499872,0.0040983474,0.00092253665,0.000055639546],"category_scores_gemma":[0.0002672282,0.0004823426,0.00024723462,0.004520721,0.0014041588,0.0012140871,0.001188788,0.0012659088,0.000759396],"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":[0.0001726411,0.00018985479,0.0021209142,0.000063876265,0.00010871815,0.0016339568,0.0011922874,0.0000030900067,0.000011811769,0.8476909,0.13839568,0.0084162615],"study_design_scores_gemma":[0.001343952,0.000142176,0.00063229614,0.00042761245,0.00004256308,0.0000024871658,0.010934745,0.000007623843,0.000009237441,0.000023925897,0.98590946,0.00052392186],"about_ca_topic_score_codex":0.056989115,"about_ca_topic_score_gemma":0.031092348,"teacher_disagreement_score":0.847667,"about_ca_system_score_codex":0.0022779887,"about_ca_system_score_gemma":0.0028873219,"threshold_uncertainty_score":0.99976283},"labels":[],"label_agreement":null},{"id":"W7008206893","doi":"","title":"Between Stories: The Agency of Story and Living Ways","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Walter Benjamin Studies Compilation","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":"Agency (philosophy); Relation (database); Indigenous; TRIPS architecture; Narrative; Perception; Persona; Ethnography; Photo elicitation","score_opus":0.13743515072318443,"score_gpt":0.2995973093997472,"score_spread":0.16216215867656278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008206893","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22585107,0.00024963132,0.000011332967,0.00008503254,0.00061719527,0.00082387065,0.00007432915,0.00003324037,0.7722543],"genre_scores_gemma":[0.47596002,0.00021829313,0.000019331519,0.0000034525276,0.00020230547,4.3764834e-7,0.000070556285,0.00002653284,0.5234991],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967338,0.0009684243,0.00023185756,0.0006442928,0.0009651175,0.00045654125],"domain_scores_gemma":[0.9964173,0.0009620965,0.00040207966,0.00068730005,0.0013917832,0.00013946574],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011896557,0.0003161973,0.0005558085,0.00066645123,0.0036605413,0.00030277687,0.0018363743,0.000247115,0.000013393226],"category_scores_gemma":[0.00009575279,0.0003159357,0.0001558736,0.0003281312,0.0009498828,0.0009861432,0.00073028204,0.0011666734,0.000026655114],"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":[0.00018773397,0.00005201092,0.0015259215,0.00026679868,0.00034785102,0.00005164154,0.06564498,0.000002932457,0.00011876164,0.928844,0.0020150496,0.00094233773],"study_design_scores_gemma":[0.0005507954,0.0003445663,0.017092545,0.000599834,0.00031267782,0.000001577056,0.15770797,0.000020855123,0.00013039673,0.000095849966,0.8226715,0.0004714352],"about_ca_topic_score_codex":0.00410338,"about_ca_topic_score_gemma":0.002935594,"teacher_disagreement_score":0.92874813,"about_ca_system_score_codex":0.00075389986,"about_ca_system_score_gemma":0.0006731783,"threshold_uncertainty_score":0.99992925},"labels":[],"label_agreement":null},{"id":"W7008380223","doi":"","title":"Breaking the cycle: A systems analysis of maltreatment, power,&#13;\\nand inequity in Canadian sports","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Power (physics); Athletes; Poison control; Human factors and ergonomics; Suicide prevention; Inequality","score_opus":0.033414696832730545,"score_gpt":0.29241972198904115,"score_spread":0.25900502515631063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008380223","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056036733,0.00045558406,0.0000031824989,0.000089393194,0.00026578014,0.0027618958,0.0013668239,0.00011819031,0.93890244],"genre_scores_gemma":[0.40131268,0.00015580626,0.000012019276,0.0000068612035,0.000032891432,0.0000022108184,0.00021422948,0.00024743023,0.59801584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98922455,0.004257357,0.0005126441,0.001716351,0.0024063399,0.0018827523],"domain_scores_gemma":[0.99453574,0.00033410665,0.000967662,0.002612032,0.0004968835,0.0010535506],"candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.003328755,0.00072871544,0.0016539231,0.017096125,0.0020594206,0.00034836857,0.005874199,0.0007198333,0.0002848108],"category_scores_gemma":[0.000082410654,0.0007897902,0.0005631689,0.01855962,0.0011775661,0.000692163,0.002246379,0.00200869,0.000058559075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076457777,0.0004715204,0.23463343,0.00013228801,0.0054246574,0.016477507,0.0013137371,0.00176566,0.000075838856,0.7104736,0.028390301,0.00007686805],"study_design_scores_gemma":[0.0017761209,0.00019039771,0.05097816,0.00032424313,0.0018325767,0.000039301223,0.008321673,0.00037084817,0.000007228822,0.000004270356,0.9354009,0.00075429183],"about_ca_topic_score_codex":0.948849,"about_ca_topic_score_gemma":0.8776639,"teacher_disagreement_score":0.90701056,"about_ca_system_score_codex":0.012467658,"about_ca_system_score_gemma":0.0053411825,"threshold_uncertainty_score":0.9995045},"labels":[],"label_agreement":null},{"id":"W7008408838","doi":"","title":"Canadian Graphic Design in the 1950s and 1960s:&#13;\\nThe Shaping of a Profession","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Typography; Graphic design; Set (abstract data type); Professional association; Reflection (computer programming)","score_opus":0.11451261875765302,"score_gpt":0.3116369745857055,"score_spread":0.1971243558280525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008408838","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006392496,0.00062844093,0.000028726778,0.00032502328,0.0001866294,0.0035104668,0.0001678573,0.00008350434,0.98867685],"genre_scores_gemma":[0.13830595,0.00046733892,0.00029545918,0.000020966305,0.00012021404,0.000002218583,0.000050575392,0.00034479983,0.86039245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98889256,0.0067819916,0.0003030758,0.0011121462,0.0013510529,0.0015591759],"domain_scores_gemma":[0.99631524,0.00050228677,0.00047216468,0.001463662,0.00038471413,0.00086190365],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003844807,0.0005913236,0.000827456,0.007753745,0.0016118741,0.00022301055,0.004769322,0.0010047976,0.000030456791],"category_scores_gemma":[0.000094744355,0.00058352406,0.00018211993,0.005137996,0.0015900292,0.00097594725,0.0011154091,0.002240035,0.00014254134],"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":[0.0008340065,0.00033535925,0.013476367,0.00028090941,0.0003545815,0.0024069347,0.003595619,0.0000103387965,0.0010525917,0.9145507,0.062741004,0.00036155822],"study_design_scores_gemma":[0.0021596418,0.00026426985,0.005378997,0.0016219668,0.00022085303,0.00005702224,0.019326609,0.000071807444,0.00013773402,0.000049152062,0.9699038,0.0008081327],"about_ca_topic_score_codex":0.46104982,"about_ca_topic_score_gemma":0.37661046,"teacher_disagreement_score":0.91450155,"about_ca_system_score_codex":0.0021473195,"about_ca_system_score_gemma":0.0032268877,"threshold_uncertainty_score":0.9996879},"labels":[],"label_agreement":null},{"id":"W7008605747","doi":"","title":"A Co-creation Approach to Integrating Student Voice in Decision-Making Processes: Imagining Student Housing Co-design Project at OCAD University","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Ethos; Empowerment; Student engagement; Action research; Corporate governance; Resource (disambiguation)","score_opus":0.07538427388854375,"score_gpt":0.40755959444977213,"score_spread":0.3321753205612284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008605747","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008084231,0.0003066806,0.0049297144,0.000058640388,0.0003044432,0.008790634,0.0003766007,0.00089051435,0.9762585],"genre_scores_gemma":[0.055258244,0.0002861496,0.0109648695,0.00002607929,0.00026719633,0.000007785325,0.00022310969,0.0011798675,0.9317867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9833998,0.0051987194,0.0007732116,0.004208089,0.0041012284,0.0023189487],"domain_scores_gemma":[0.99353284,0.0011786097,0.000962187,0.002022213,0.0014123983,0.0008917831],"candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0047865054,0.001534796,0.001838521,0.0134327635,0.002797772,0.0017602908,0.0075655817,0.0011884099,0.000011005644],"category_scores_gemma":[0.00044886212,0.0018994202,0.00041617616,0.0132428445,0.0012530419,0.002367387,0.0040593473,0.0037077377,0.0013659999],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011924017,0.004398445,0.0131645575,0.0025694175,0.0031813825,0.029369606,0.047944937,0.0024234524,0.0028052784,0.63783187,0.24251573,0.0018713436],"study_design_scores_gemma":[0.0041983374,0.00072135375,0.000701523,0.009326496,0.0006358739,0.000113650276,0.10948609,0.00073514774,0.00021901603,0.000017404107,0.8714614,0.0023836985],"about_ca_topic_score_codex":0.011362402,"about_ca_topic_score_gemma":0.0072197053,"teacher_disagreement_score":0.63781446,"about_ca_system_score_codex":0.022402499,"about_ca_system_score_gemma":0.005087052,"threshold_uncertainty_score":0.99974006},"labels":[],"label_agreement":null},{"id":"W7008633994","doi":"","title":"Circulating Health Information toward Health Action","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blueprint; Multidisciplinary approach; Health care; Public health; Knowledge translation; Action (physics); Guideline; Digital health; Population; Disease","score_opus":0.17156034203467843,"score_gpt":0.36884018324281,"score_spread":0.19727984120813155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008633994","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017984146,0.00017008021,0.0009709853,0.0030634138,0.0005126356,0.0035153814,0.00052857934,0.0009690653,0.99009],"genre_scores_gemma":[0.008212386,0.0008558799,0.0012558918,0.00029174334,0.00041725262,0.0000013177033,0.0010166514,0.0005753101,0.9873736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98989904,0.0041532447,0.0005812569,0.0013754534,0.0022728553,0.0017181406],"domain_scores_gemma":[0.99463785,0.0001233681,0.0016638618,0.0013050037,0.00055522315,0.0017146678],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020619628,0.00074090814,0.0012697235,0.004755305,0.0029837752,0.0007111849,0.00364782,0.00079326634,0.00003232333],"category_scores_gemma":[0.00011867094,0.0010118267,0.00034510886,0.0053249793,0.0005874042,0.0034896634,0.0017536824,0.0027971098,0.0021180504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00050160085,0.00012712069,0.00019839405,0.00070114253,0.00034271792,0.0005631149,0.0018070113,0.000038853825,0.00009447731,0.6360606,0.35650277,0.0030621903],"study_design_scores_gemma":[0.0022588281,0.00057643873,0.0004424218,0.0008504437,0.00005399707,0.000058406364,0.011098527,0.0002717669,0.000032042146,0.000016091597,0.9835551,0.0007859798],"about_ca_topic_score_codex":0.0470416,"about_ca_topic_score_gemma":0.0026389395,"teacher_disagreement_score":0.6360445,"about_ca_system_score_codex":0.009985929,"about_ca_system_score_gemma":0.0073442236,"threshold_uncertainty_score":0.9995035},"labels":[],"label_agreement":null},{"id":"W7008917434","doi":"","title":"Designing a Regenerative Future: Higher Education as a Driver of Change","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Higher education; Curriculum; Process (computing); Narrative; Happening; Transition (genetics); Engineering education","score_opus":0.1533631890423188,"score_gpt":0.3462831363112932,"score_spread":0.1929199472689744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008917434","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010991099,0.0017321869,0.00002643122,0.0003382193,0.001092572,0.0026743505,0.00018072399,0.00021132547,0.9926451],"genre_scores_gemma":[0.0032094023,0.0008160661,0.001991814,0.000041956,0.0012539305,0.0000048895727,0.00036505956,0.0005821433,0.99173474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905608,0.0042354898,0.0003358671,0.0018922212,0.0018469641,0.0011286365],"domain_scores_gemma":[0.99454165,0.00015182419,0.0008614848,0.001866125,0.0017989025,0.00078000315],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089882733,0.0007854573,0.0011681084,0.00457974,0.0012722866,0.0002894774,0.0038178146,0.001283271,0.00042052905],"category_scores_gemma":[0.00004077267,0.0010122482,0.0004222782,0.0056376606,0.0013074778,0.0011683764,0.0019267515,0.0017711186,0.00047111127],"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":[0.00061703124,0.0006136641,0.00041009934,0.00022532135,0.00077330816,0.001968346,0.00089876953,0.0000016556241,0.013038915,0.8023176,0.17882673,0.00030856408],"study_design_scores_gemma":[0.0018541861,0.00034345937,0.00057562016,0.0015761572,0.0003292091,0.00004321349,0.007828486,0.0000054806696,0.004407095,0.000037816022,0.9820426,0.00095665205],"about_ca_topic_score_codex":0.016991166,"about_ca_topic_score_gemma":0.0015403766,"teacher_disagreement_score":0.80321586,"about_ca_system_score_codex":0.0030961048,"about_ca_system_score_gemma":0.0052953335,"threshold_uncertainty_score":0.99923277},"labels":[],"label_agreement":null},{"id":"W7009386208","doi":"","title":"Editorial: Issue 116: Collections","year":2012,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Museums and Cultural Heritage","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":"Exhibition; Theme (computing); Object (grammar); Artifact (error); Ledger; Happening; Pace; Civilization; Photography","score_opus":0.08976961092778975,"score_gpt":0.28589594757709974,"score_spread":0.19612633664931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009386208","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015645444,0.000049420476,0.000006790714,0.00036396727,0.016155595,0.000556953,0.000045076373,0.00012308701,0.96705365],"genre_scores_gemma":[0.14884803,0.000069814436,0.000050615425,0.000026936033,0.017956683,6.984581e-7,0.000017955086,0.000020785608,0.83300847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729174,0.0006124911,0.0001514772,0.00042520923,0.0006835307,0.0008355462],"domain_scores_gemma":[0.998044,0.00012534362,0.00009502862,0.0004754761,0.0007336861,0.000526437],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00063273887,0.00022454165,0.0002794844,0.00044683795,0.0060389233,0.0007429656,0.0013163575,0.00019154421,0.00019402466],"category_scores_gemma":[0.000030277204,0.00023791994,0.00015783492,0.0006601084,0.00076363905,0.0028127828,0.0005373393,0.0007190289,0.00040383422],"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":[0.0001557002,0.00018022014,0.00018651324,0.000015142367,0.000069406204,0.00005035335,0.005890629,0.000001303741,0.00026390317,0.6929326,0.3001628,0.00009144724],"study_design_scores_gemma":[0.0007595775,0.00017324976,0.0001455162,0.000035620447,0.0000486709,0.0000068003555,0.026841443,0.00000806075,0.00018487923,0.000042280986,0.97144276,0.00031112],"about_ca_topic_score_codex":0.010272433,"about_ca_topic_score_gemma":0.0022355965,"teacher_disagreement_score":0.6928903,"about_ca_system_score_codex":0.0007027914,"about_ca_system_score_gemma":0.00028391162,"threshold_uncertainty_score":0.9963182},"labels":[],"label_agreement":null},{"id":"W7009477879","doi":"","title":"Equity and Resilience: Can Cities of the Future Achieve Both?","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Equity (law); Futures studies; Oppression; Conceptual framework; Community resilience; Resilience (materials science); Process (computing)","score_opus":0.041453362283209415,"score_gpt":0.29797794085442925,"score_spread":0.25652457857121985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009477879","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002992092,0.0004225796,0.000008857717,0.0015236974,0.0004059117,0.0019461896,0.0009465897,0.00019789794,0.99155617],"genre_scores_gemma":[0.022102693,0.00077246176,0.00019388487,0.000045497156,0.00034597333,5.4914847e-7,0.00003704,0.00035105034,0.9761509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917128,0.0030671048,0.00029235234,0.0015096308,0.0022958023,0.001122275],"domain_scores_gemma":[0.9960682,0.00020711952,0.00067590695,0.0018232596,0.0004402752,0.00078524655],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.0011146365,0.00066357566,0.0009969121,0.0017241313,0.0020299938,0.0003465938,0.0078016114,0.00096017064,0.000029120687],"category_scores_gemma":[0.000090730966,0.00066247146,0.0003253759,0.004038339,0.004394903,0.0006373294,0.010718687,0.0024742938,0.00006840047],"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":[0.0009211713,0.000111292255,0.0022306386,0.00027958537,0.0003777757,0.000841475,0.00084402127,0.000005309183,0.001711774,0.81937665,0.17296922,0.00033106637],"study_design_scores_gemma":[0.0017284295,0.00033262165,0.0031996728,0.000567842,0.00023486765,0.000032467247,0.011196174,0.000020006515,0.00049247406,0.00012506325,0.9813883,0.0006821086],"about_ca_topic_score_codex":0.013168847,"about_ca_topic_score_gemma":0.010001489,"teacher_disagreement_score":0.8192516,"about_ca_system_score_codex":0.0015661755,"about_ca_system_score_gemma":0.0027615519,"threshold_uncertainty_score":0.999827},"labels":[],"label_agreement":null},{"id":"W7009547772","doi":"","title":"Earthly Delights: Thinking Through Drawing","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Natural (archaeology); Action (physics); Conceptualization; Feeling; Context (archaeology); Work (physics)","score_opus":0.11025138425294415,"score_gpt":0.3723174643158768,"score_spread":0.26206608006293264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009547772","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025955735,0.00013098613,0.000075220276,0.0018048286,0.00074945576,0.0010688645,0.000024285964,0.00018518655,0.97000545],"genre_scores_gemma":[0.27457207,0.0011030565,0.00041024905,0.00009818024,0.00043358898,6.886149e-7,0.00020356737,0.00006422898,0.7231144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927093,0.0024844282,0.00026390946,0.001225281,0.002223916,0.0010931984],"domain_scores_gemma":[0.9967766,0.00046989537,0.0003657554,0.0006375276,0.001172425,0.0005778253],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017277164,0.00041666708,0.0006124556,0.00058406347,0.012049107,0.0013972039,0.0047010197,0.0010623897,0.000014094244],"category_scores_gemma":[0.00020351846,0.0005361906,0.0003305971,0.0018376817,0.0009766326,0.0026621684,0.00066616933,0.0030126534,0.00015099211],"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":[0.0004393441,0.000097365715,0.000085136846,0.00007520983,0.00019095099,0.0019912675,0.045408115,0.000003901481,0.00044206067,0.9496838,0.0012583974,0.00032444144],"study_design_scores_gemma":[0.00065024727,0.00014447175,0.00020023108,0.00039124305,0.000113280345,0.0000024589037,0.09089224,0.000015433596,0.0006365758,0.003035122,0.90333164,0.00058704376],"about_ca_topic_score_codex":0.032090276,"about_ca_topic_score_gemma":0.0167035,"teacher_disagreement_score":0.94664866,"about_ca_system_score_codex":0.00174995,"about_ca_system_score_gemma":0.0044323895,"threshold_uncertainty_score":0.99970895},"labels":[],"label_agreement":null},{"id":"W7009774844","doi":"","title":"Exploring Unscheduled Medication Information Challenges for Chinese Newcomers in Canada","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comprehension; Language barrier; Affect (linguistics); Adaptation (eye); Equity (law); Face (sociological concept); Cultural diversity; Health equity","score_opus":0.14786193172994896,"score_gpt":0.30511215225991045,"score_spread":0.1572502205299615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009774844","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040482315,0.00022060654,0.00014603617,0.0006897951,0.00063503196,0.0031627882,0.00040513248,0.00018431433,0.9905081],"genre_scores_gemma":[0.024651097,0.0029728068,0.000500398,0.000024170888,0.00015142675,0.000013404743,0.00051000563,0.00025959383,0.9709171],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482805,0.0012295415,0.00039967665,0.0009909587,0.0014503156,0.0011014456],"domain_scores_gemma":[0.99654126,0.0004759131,0.00052875286,0.0011908845,0.0007278265,0.0005353334],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013417925,0.000582376,0.0008541612,0.0061219013,0.0008545548,0.00017550902,0.003637837,0.0005008096,0.0000129767295],"category_scores_gemma":[0.00028208393,0.00073572714,0.00017454162,0.0034996695,0.00036048624,0.0030825932,0.0010107973,0.0013054854,0.00010550138],"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":[0.0012301198,0.00013145912,0.0017966812,0.0006568945,0.00045876318,0.0004021362,0.0007010394,0.00011062803,0.00007170487,0.9591556,0.032782868,0.002502085],"study_design_scores_gemma":[0.0038573109,0.000094753435,0.005253752,0.000843675,0.00009502757,0.000004027822,0.011327763,0.0002773475,0.00006481144,0.000026727657,0.9774691,0.00068569544],"about_ca_topic_score_codex":0.900548,"about_ca_topic_score_gemma":0.9264562,"teacher_disagreement_score":0.9591289,"about_ca_system_score_codex":0.011457908,"about_ca_system_score_gemma":0.013586837,"threshold_uncertainty_score":0.9995094},"labels":[],"label_agreement":null},{"id":"W7009780614","doi":"","title":"Exploration of a culturally appropriate design for a Retirement Community for Muslims of South Asian origin","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Connexins and lens biology","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":"TED","keywords":"Loneliness; Ethnic group; Scope (computer science); Culturally appropriate; Independence (probability theory); South asia; Social isolation; Government (linguistics)","score_opus":0.17249698155662913,"score_gpt":0.3403492378927706,"score_spread":0.16785225633614148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009780614","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03133109,0.00015022919,0.0279884,0.00032552457,0.00043130617,0.00905619,0.0012104872,0.000121640325,0.9293851],"genre_scores_gemma":[0.07352727,0.0003137931,0.004510625,0.000007936567,0.00015826701,0.0000109466155,0.00044889963,0.0002210204,0.9208012],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976483,0.0010487365,0.0002075952,0.00049751234,0.00022381195,0.00037405707],"domain_scores_gemma":[0.998065,0.00010698202,0.00038070892,0.0007041169,0.0006204554,0.00012273598],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010441666,0.00023597339,0.00044246472,0.00043310522,0.00047624423,0.000026955233,0.0013192439,0.000546311,0.000001540339],"category_scores_gemma":[0.00011419723,0.00025690085,0.0002338782,0.0003693838,0.00045322013,0.000021619731,0.0005097597,0.00030667984,0.0000019583315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012658215,0.00091937755,0.00038533134,0.0015485043,0.0025368656,0.0000798809,0.0049066814,0.00020654869,0.17048422,0.7510479,0.051273383,0.0039530946],"study_design_scores_gemma":[0.003573884,0.003135591,0.00006656289,0.0003157488,0.00018045862,0.0000019792826,0.01574275,0.000100744044,0.016901743,0.00008217399,0.95942926,0.00046910119],"about_ca_topic_score_codex":0.0020151618,"about_ca_topic_score_gemma":0.0020815972,"teacher_disagreement_score":0.90815586,"about_ca_system_score_codex":0.00016345849,"about_ca_system_score_gemma":0.0005495777,"threshold_uncertainty_score":0.9999883},"labels":[],"label_agreement":null},{"id":"W7009840908","doi":"","title":"The Future of Work: Exploring the Future of Work in Canada and How Human Connections Are Made Through Workplace Design (Non-Accessible Version)","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Flexibility (engineering); Organizational change; Qualitative research; Workspace; Negotiation","score_opus":0.07162352465802253,"score_gpt":0.2822840203289515,"score_spread":0.21066049567092898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009840908","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0319178,0.0065071653,0.00004915216,0.0029290114,0.001850692,0.0034601453,0.00029715922,0.00013571887,0.95285314],"genre_scores_gemma":[0.061702237,0.00283079,0.0002821344,0.000008828312,0.00042590583,0.000005137901,0.000025123012,0.00036699444,0.9343529],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99318343,0.002633311,0.0003177415,0.0012165512,0.0015464049,0.0011025451],"domain_scores_gemma":[0.99605215,0.00070287625,0.00073222973,0.001660483,0.00051090546,0.0003413839],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014141913,0.0006491746,0.0009319541,0.0015320209,0.0023159343,0.00043305123,0.0044477135,0.0005576079,0.000016479025],"category_scores_gemma":[0.00003552133,0.00056295085,0.0002608391,0.0077059995,0.0015054737,0.0011004115,0.0022085314,0.0028235507,0.00003122844],"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":[0.0025216946,0.00014017604,0.0089345705,0.0004441592,0.001238988,0.0021216718,0.0017059317,0.00020627248,0.00023371272,0.31716606,0.6648569,0.00042988214],"study_design_scores_gemma":[0.0013006862,0.00010819241,0.004693532,0.0023757755,0.00025983425,0.000012032004,0.07992592,0.000007657965,0.00026215965,0.000040954434,0.9104582,0.000555076],"about_ca_topic_score_codex":0.34125447,"about_ca_topic_score_gemma":0.68291306,"teacher_disagreement_score":0.34165856,"about_ca_system_score_codex":0.0036167242,"about_ca_system_score_gemma":0.003527504,"threshold_uncertainty_score":0.9996822},"labels":[],"label_agreement":null},{"id":"W7009913207","doi":"","title":"Future Play: Exploring a Futures Thinking Toolkit for Elementary Education","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Craft; Agency (philosophy); Narrative; 21st century skills; Outcome (game theory); Process (computing)","score_opus":0.10398548571752717,"score_gpt":0.3302056985204813,"score_spread":0.22622021280295415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009913207","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023120022,0.000365231,0.00008866052,0.00048689,0.0028628919,0.004870792,0.00079816504,0.0016173999,0.98659796],"genre_scores_gemma":[0.00041219004,0.0011071895,0.0023267264,0.000042023104,0.0028775118,0.000019250554,0.00055179343,0.0017423552,0.99092096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922879,0.0014732783,0.0003716874,0.002167402,0.0019786595,0.0017210736],"domain_scores_gemma":[0.9955428,0.0003970646,0.000614216,0.0018149171,0.0008548946,0.00077608484],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0017693863,0.00089211354,0.00097310654,0.0059445454,0.004114278,0.0007586612,0.0053925775,0.0010379611,0.00003748441],"category_scores_gemma":[0.00007047045,0.001153236,0.00051465584,0.0041645505,0.0006148715,0.002498813,0.0022005425,0.002045582,0.00072922546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000847692,0.00026298582,0.00033081466,0.00020780455,0.00081057055,0.0006461413,0.000949681,0.000010039757,0.0002417354,0.63317305,0.3604889,0.002030571],"study_design_scores_gemma":[0.0022808625,0.00030820782,0.00047722456,0.0010771668,0.0004154374,0.000021175529,0.033941787,0.000018000566,0.00019596839,0.00013562832,0.960004,0.0011245837],"about_ca_topic_score_codex":0.012513603,"about_ca_topic_score_gemma":0.012397061,"teacher_disagreement_score":0.63303745,"about_ca_system_score_codex":0.0051772124,"about_ca_system_score_gemma":0.0035478813,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W7009982181","doi":"","title":"Graphical and computationally intensive techniques for presenting and disseminating information about the genetics of disease: Possibilities, limitations, and additions","year":2011,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Genomics and Rare Diseases","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":"Social Sciences and Humanities Research Council of Canada","keywords":"Dissemination; Genomics; Representation (politics); Graphical display; Human genetics; Disease; Information Dissemination; Medical genetics","score_opus":0.05213129915645094,"score_gpt":0.28083410526810715,"score_spread":0.22870280611165622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009982181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98083425,0.00024241616,0.001116924,0.00013108987,0.000016356858,0.0006597845,0.00021091937,0.000007015001,0.016781237],"genre_scores_gemma":[0.996071,0.000623735,0.0017496558,0.000019510098,0.000014333194,0.0000015313252,0.00013313998,0.0000047512667,0.0013823409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993444,0.00013089525,0.00009772348,0.00018652357,0.000106035455,0.00013443005],"domain_scores_gemma":[0.9988119,0.00012598849,0.00008186795,0.00014166924,0.00072036573,0.00011820662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020589803,0.00007383818,0.00008100829,0.00012821346,0.00069646543,0.00006788156,0.00022284692,0.000062390696,1.6977133e-7],"category_scores_gemma":[0.00014416952,0.00007291115,0.000034049783,0.0001174123,0.00058431306,0.00006383761,0.00035801379,0.00008505752,7.196833e-8],"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":[0.0005202821,0.000061988925,0.0129906135,0.000098890334,0.00011107744,0.000014776485,0.0016777676,0.0000052624837,0.0036602598,0.97820514,0.0003528861,0.0023010487],"study_design_scores_gemma":[0.002737903,0.0015516836,0.7457217,0.0003360299,0.00040701753,0.00006810729,0.074110076,0.0024604732,0.011406983,0.004638753,0.15573898,0.000822306],"about_ca_topic_score_codex":0.00010989916,"about_ca_topic_score_gemma":0.000041416883,"teacher_disagreement_score":0.9735664,"about_ca_system_score_codex":0.000018188592,"about_ca_system_score_gemma":0.0001508315,"threshold_uncertainty_score":0.53567195},"labels":[],"label_agreement":null},{"id":"W7010030091","doi":"","title":"The Futures of Value:Strategic Pathways for Integrating Profit and Purpose","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Futures contract; Profit (economics); Value (mathematics); Scenario planning; Value creation; Shareholder value; Value proposition","score_opus":0.07975933763477153,"score_gpt":0.3153895065724619,"score_spread":0.23563016893769037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010030091","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024779248,0.0007215296,0.00011320739,0.00016294332,0.00029630066,0.0044607106,0.0007088564,0.00019763446,0.9908609],"genre_scores_gemma":[0.0068530175,0.00063836324,0.0009922228,0.000007732109,0.00015382424,0.000004043646,0.00007750077,0.00028824547,0.99098504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99409366,0.0021432794,0.00035968644,0.0013451775,0.00095376436,0.0011044577],"domain_scores_gemma":[0.995317,0.0009792846,0.000677607,0.0014077561,0.0012018032,0.00041653885],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002130379,0.0006321508,0.0009007932,0.0023643642,0.0034832254,0.0005528095,0.0044285804,0.00085684104,0.0000050218755],"category_scores_gemma":[0.00020844805,0.00059819256,0.00033626924,0.0024362807,0.0022514882,0.00053584675,0.0018952577,0.0015498876,0.00003036494],"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":[0.0013768144,0.0000906109,0.00029557713,0.00040189744,0.0006301873,0.0002700149,0.00032460236,0.000004912201,0.0022143486,0.9517539,0.041880444,0.0007566823],"study_design_scores_gemma":[0.0027266263,0.00054620364,0.00018553817,0.001222687,0.00035946615,0.000015897014,0.02007312,0.00020141262,0.0011759496,0.00093929935,0.9718494,0.0007044444],"about_ca_topic_score_codex":0.0070626405,"about_ca_topic_score_gemma":0.0032564134,"teacher_disagreement_score":0.9508146,"about_ca_system_score_codex":0.0010989555,"about_ca_system_score_gemma":0.0032775423,"threshold_uncertainty_score":0.99964696},"labels":[],"label_agreement":null},{"id":"W7010045463","doi":"","title":"Gender in Motion: Exceeding Heteronormative Codes in Salsa Dancing","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Femininity; Masculinity; Performative utterance; Embodied cognition; Identity (music); Gesture; SALSA; Club; Binary opposition; Punk","score_opus":0.12240290519985232,"score_gpt":0.32214774394801227,"score_spread":0.19974483874815996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010045463","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009355665,0.00017069968,0.00016312939,0.00016160315,0.0002590407,0.0023459443,0.0002289718,0.00033488678,0.9869801],"genre_scores_gemma":[0.13303615,0.00030996595,0.00074653147,0.00002772225,0.0002399242,0.0000020704315,0.00015057981,0.00061629456,0.8648708],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99041283,0.0037593017,0.00049709127,0.0020136833,0.0016774803,0.0016395999],"domain_scores_gemma":[0.99690956,0.00030620984,0.0005611664,0.0010957913,0.00035552878,0.0007717738],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018868669,0.000828199,0.0013516537,0.007712239,0.0008969288,0.00044471558,0.0044988133,0.00107963,0.000053153377],"category_scores_gemma":[0.00014258153,0.0011358584,0.00026139207,0.0070670126,0.0010792298,0.0022163824,0.0027973724,0.0035635128,0.00077734963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014351519,0.000463724,0.016052289,0.0004288643,0.00043967643,0.013619387,0.0052365335,0.00024775174,0.0026709351,0.90818596,0.050973088,0.00024665112],"study_design_scores_gemma":[0.00632663,0.00027538682,0.008603962,0.0018635798,0.000119661556,0.000049188693,0.019492403,0.00074731634,0.00048429525,0.000081179714,0.96026766,0.0016887089],"about_ca_topic_score_codex":0.016604984,"about_ca_topic_score_gemma":0.011183349,"teacher_disagreement_score":0.9092946,"about_ca_system_score_codex":0.007044873,"about_ca_system_score_gemma":0.0013898845,"threshold_uncertainty_score":0.9991516},"labels":[],"label_agreement":null},{"id":"W7010192253","doi":"","title":"How Digital Tools Changed Art Exhibitions","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Transformative learning; Digital media; Pandemic; Digital art; Coronavirus disease 2019 (COVID-19)","score_opus":0.11136960800740643,"score_gpt":0.3028122454282252,"score_spread":0.1914426374208188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010192253","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016419956,0.00032654047,0.000095996955,0.001323775,0.0006612729,0.0029205475,0.004477888,0.0013429282,0.98868686],"genre_scores_gemma":[0.0035220417,0.00024997265,0.00018950838,0.000017263903,0.0006541221,0.0000028673903,0.00085880834,0.0012846421,0.99322075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99153006,0.0014333868,0.0002759573,0.0025681823,0.0023064415,0.0018859516],"domain_scores_gemma":[0.9948633,0.0002490379,0.00040524185,0.002362444,0.0008765953,0.0012433829],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0008856135,0.0010266089,0.0011439086,0.0072727534,0.0016036252,0.0051534465,0.0054448377,0.0013675179,0.000084064224],"category_scores_gemma":[0.00018130094,0.0012957569,0.00066277257,0.0061286963,0.0021287452,0.004063197,0.0036410417,0.0031230384,0.01945703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025398147,0.0002132454,0.00003523323,0.0001515124,0.0005755717,0.007480204,0.00013918261,7.8508657e-7,0.00045220993,0.5085952,0.4819406,0.00016224441],"study_design_scores_gemma":[0.0017722347,0.0003129348,0.00004513587,0.0013060966,0.0003528888,0.00010937643,0.003845947,0.000016508058,0.00017519305,0.000097528886,0.99064165,0.0013245213],"about_ca_topic_score_codex":0.0010146294,"about_ca_topic_score_gemma":0.0013796496,"teacher_disagreement_score":0.508701,"about_ca_system_score_codex":0.004140538,"about_ca_system_score_gemma":0.0018103143,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W7010210898","doi":"","title":"A Fool's Journey. The Promise and Peril of Storytelling for Organizations: A Settler's Meta Narrative","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Narrative; Ethos; Narrative criticism; Narrative inquiry; Transformative learning; Power (physics); Cognitive reframing; Narrative network","score_opus":0.1173154013953134,"score_gpt":0.3307813028200081,"score_spread":0.2134659014246947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010210898","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016113502,0.00083287765,0.000284584,0.0005717271,0.0002544924,0.006081101,0.0010529393,0.00046586382,0.98884505],"genre_scores_gemma":[0.0036527237,0.00077146245,0.000757036,0.000009038589,0.00015658507,0.000006519079,0.00006678104,0.000993024,0.99358684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99391925,0.002349385,0.00033484987,0.0013011183,0.0011973556,0.0008980572],"domain_scores_gemma":[0.99456203,0.00095336133,0.00076785055,0.0012984988,0.0019513972,0.00046685486],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021608884,0.0006176704,0.0011638291,0.0027771082,0.0028811458,0.00035338762,0.0033917588,0.0006543277,0.000043263877],"category_scores_gemma":[0.0004801879,0.00058819266,0.0003622027,0.005493231,0.0021725108,0.00086961995,0.0014854467,0.0012556401,0.0000816471],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010970756,0.00021934937,0.00016177054,0.0002795091,0.005599456,0.00052581204,0.007226719,0.00006125766,0.00076351664,0.8661005,0.11788064,0.00008439684],"study_design_scores_gemma":[0.002515326,0.00039961253,0.000086011656,0.00045030742,0.0020162575,0.000031845135,0.033223577,0.00020425732,0.00039271428,0.00008123465,0.9599445,0.00065435615],"about_ca_topic_score_codex":0.0040953946,"about_ca_topic_score_gemma":0.0050664414,"teacher_disagreement_score":0.86601925,"about_ca_system_score_codex":0.0012960508,"about_ca_system_score_gemma":0.002307924,"threshold_uncertainty_score":0.999657},"labels":[],"label_agreement":null},{"id":"W7010659652","doi":"","title":"Integration of multiple approaches into the social lab practice: A case study from a social and public innovation lab in new Brunswick, Canada","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Population; Workforce; Public policy; Immigration; Baby boomers; Variety (cybernetics); Population ageing","score_opus":0.15304321688190198,"score_gpt":0.34070039973367533,"score_spread":0.18765718285177335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010659652","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38938302,0.00004308596,0.000053347954,0.00073576,0.00012220355,0.0025943383,0.0001122678,0.00006463071,0.60689133],"genre_scores_gemma":[0.47711673,0.000016464923,0.00045208493,0.000015722988,0.0003363855,0.0000010700965,0.00015326688,0.00020582588,0.52170247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908217,0.0052773794,0.00042956477,0.0011893235,0.0015760391,0.0007059873],"domain_scores_gemma":[0.99606425,0.0006290152,0.0009909165,0.0007313037,0.001343018,0.00024149547],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022291353,0.000507325,0.00075887766,0.0029464425,0.002318917,0.0004514756,0.002177026,0.000671989,0.0000143897805],"category_scores_gemma":[0.00061379396,0.00054307736,0.00008560491,0.0069205235,0.0013802827,0.0015841542,0.0017907176,0.001600325,0.000020864534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0024666511,0.0013609689,0.02226645,0.000079862206,0.0013119652,0.0090344865,0.038100563,0.0000016309147,0.000537532,0.8150517,0.10765044,0.0021377765],"study_design_scores_gemma":[0.004968782,0.00028387867,0.005153179,0.00011476808,0.00025975256,0.00006004892,0.3639633,0.00012400669,0.000054156302,0.000017518805,0.6244233,0.000577307],"about_ca_topic_score_codex":0.99196553,"about_ca_topic_score_gemma":0.9963812,"teacher_disagreement_score":0.81503415,"about_ca_system_score_codex":0.0041909697,"about_ca_system_score_gemma":0.019665822,"threshold_uncertainty_score":0.9997021},"labels":[],"label_agreement":null},{"id":"W7011046473","doi":"","title":"From lab to living room: Transhumanist imaginaries of consumer brain wave monitors","year":2013,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","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":"Ontario College of Art and Design","funders":"","keywords":"Reading (process); Biometrics; Hacker; Brain waves; Citizen science; Big data","score_opus":0.13515816544699966,"score_gpt":0.33997802916008485,"score_spread":0.2048198637130852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011046473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6726581,0.00000972717,0.00069237594,0.0033951027,0.00028972264,0.0011343485,0.00009130649,0.00008916555,0.32164013],"genre_scores_gemma":[0.8745126,0.000033712284,0.0005477251,0.000249453,0.00007261379,0.0000016942963,0.0000073259394,0.000027568609,0.12454727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9953835,0.0014123,0.00031975945,0.0010240116,0.0011176387,0.0007427648],"domain_scores_gemma":[0.9958223,0.0018182063,0.00019412389,0.0008596528,0.00080093206,0.00050478365],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00061497244,0.00027098684,0.00039012262,0.00095434964,0.0018713856,0.00040414563,0.0024265458,0.00019655758,0.00006985455],"category_scores_gemma":[0.0007724183,0.0003301406,0.00011407653,0.0022186236,0.002190613,0.0017557316,0.0012265067,0.0010386214,0.00020286237],"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":[0.00011947895,0.00025115025,0.0007776564,0.000028360699,0.00004061069,0.00039953814,0.0018592706,0.0000060193397,0.41968372,0.57219535,0.0042554787,0.00038337446],"study_design_scores_gemma":[0.002595143,0.0010711954,0.017935246,0.0005468303,0.0001038912,0.000024272664,0.015574015,0.00041683723,0.5168096,0.0017584512,0.44193238,0.001232174],"about_ca_topic_score_codex":0.0089065675,"about_ca_topic_score_gemma":0.00028442184,"teacher_disagreement_score":0.5704369,"about_ca_system_score_codex":0.000559019,"about_ca_system_score_gemma":0.0004792504,"threshold_uncertainty_score":0.99991506},"labels":[],"label_agreement":null},{"id":"W7011354660","doi":"","title":"Louise Snowball, Room #237","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Ontario College of Art and Design","funders":"","keywords":"Interactivity; Gaze; Photography; Space (punctuation); Position (finance)","score_opus":0.053443362067215235,"score_gpt":0.3254305449727993,"score_spread":0.27198718290558405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011354660","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05647158,0.0000585986,0.0027385964,0.00050464395,0.0019553946,0.0015208182,0.000022135842,0.00035652146,0.9363717],"genre_scores_gemma":[0.13981608,0.0001558893,0.001413129,0.000040236737,0.00010102306,0.000001551133,0.00024093308,0.000055320852,0.8581758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99387884,0.0012464978,0.00037487305,0.001959121,0.0014109472,0.00112972],"domain_scores_gemma":[0.9939194,0.00028424154,0.0005963624,0.0023311947,0.0025687742,0.00030006457],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010388682,0.00060532195,0.0007410604,0.0031534203,0.0023742146,0.0008858826,0.010929799,0.0012854215,0.000010659782],"category_scores_gemma":[0.000098382916,0.0007825386,0.00029158767,0.0036854441,0.00037988363,0.004506229,0.0020591773,0.0033039125,0.0008232323],"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":[0.00058510614,0.0002407681,0.0002562693,0.00010320212,0.00029358407,0.002144698,0.0009976581,0.000019013125,0.003671335,0.98470044,0.0053238957,0.0016640344],"study_design_scores_gemma":[0.00251222,0.0009012668,0.0029428606,0.0006561045,0.0001230639,0.00008476694,0.009958075,0.0015145537,0.013951157,0.00057248434,0.9652583,0.0015251503],"about_ca_topic_score_codex":0.0016996153,"about_ca_topic_score_gemma":0.00081839523,"teacher_disagreement_score":0.98412794,"about_ca_system_score_codex":0.0029688824,"about_ca_system_score_gemma":0.0022505121,"threshold_uncertainty_score":0.99995476},"labels":[],"label_agreement":null},{"id":"W7011484571","doi":"","title":"Medicine in the anthropocene: Modern healthcare and the transition to an ecologically viable society","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Soviet and Russian History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Health care; Transition (genetics); Healthcare system; MEDLINE; Biomedicine","score_opus":0.06467887292341346,"score_gpt":0.364456801371305,"score_spread":0.29977792844789153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011484571","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005344988,0.00033702663,0.000103722,0.030128583,0.00020322517,0.0018336396,0.00002670471,0.00006594647,0.96676666],"genre_scores_gemma":[0.03835981,0.0040667527,0.00012391286,0.00053314125,0.00045246907,0.0000023547882,0.000014334667,0.000060962226,0.95638627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930063,0.0046015633,0.00014494084,0.00067895575,0.00092426507,0.0006439667],"domain_scores_gemma":[0.9983841,0.00039267135,0.00012966333,0.0005550427,0.00016576146,0.00037277196],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0032156846,0.0002281479,0.00042914602,0.0004104042,0.0034677326,0.00012724688,0.0024500045,0.0005468677,0.000053357544],"category_scores_gemma":[0.000041727464,0.0001514885,0.00011656395,0.00092694804,0.004568374,0.00042419304,0.00025245117,0.0008190217,0.000025185074],"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":[0.0003859517,0.00007246837,0.00016483983,0.00003022553,0.000044567772,0.00023432149,0.01988085,0.0000012440954,0.0000087864755,0.9019642,0.07637199,0.00084056304],"study_design_scores_gemma":[0.0019384339,0.0002338761,0.0005175008,0.00022407013,0.000044294633,0.0000036998115,0.03507052,0.000018497616,0.0000010226628,0.0006543563,0.9610613,0.00023244988],"about_ca_topic_score_codex":0.06776569,"about_ca_topic_score_gemma":0.035376187,"teacher_disagreement_score":0.90130985,"about_ca_system_score_codex":0.0011103391,"about_ca_system_score_gemma":0.001015034,"threshold_uncertainty_score":0.99814063},"labels":[],"label_agreement":null},{"id":"W7011646846","doi":"","title":"In the Name of Justice: Affective Polarization and the Futures of Societal Coordination","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Set (abstract data type); Polarization (electrochemistry); Context (archaeology); Hostility","score_opus":0.02564481464254075,"score_gpt":0.30106802975512864,"score_spread":0.2754232151125879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011646846","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013906508,0.00040375927,0.000028309814,0.00043103256,0.00014877845,0.0026030599,0.0002712806,0.000035223395,0.9821721],"genre_scores_gemma":[0.18380341,0.00021148103,0.00006430471,0.000015584628,0.000079725425,0.000001688361,0.00008599267,0.00014197158,0.81559587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99046904,0.0067587406,0.00022613224,0.00065663503,0.0014537129,0.0004357452],"domain_scores_gemma":[0.99704903,0.00091452885,0.0006773969,0.00081365486,0.0004479803,0.000097382785],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00316417,0.0003093017,0.0006174724,0.0018857884,0.0013979527,0.0001037988,0.002953825,0.00039361246,0.000040428018],"category_scores_gemma":[0.00018266401,0.00026808362,0.00020071208,0.0034342506,0.002794807,0.00065406895,0.0014093338,0.00146248,0.000011111711],"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":[0.0015407477,0.0002503187,0.0011948565,0.00021550633,0.00034373614,0.00022765694,0.004112281,0.000026843327,0.0008409836,0.9487943,0.04237617,0.000076610566],"study_design_scores_gemma":[0.009504694,0.00055120554,0.0077019567,0.00027360694,0.00095040334,0.000041549563,0.10128742,0.00025711747,0.0002694653,0.00019193717,0.87840915,0.00056151644],"about_ca_topic_score_codex":0.011827293,"about_ca_topic_score_gemma":0.0015835476,"teacher_disagreement_score":0.9486024,"about_ca_system_score_codex":0.0010470949,"about_ca_system_score_gemma":0.00074558996,"threshold_uncertainty_score":0.9999771},"labels":[],"label_agreement":null},{"id":"W7012908508","doi":"","title":"Diamonds at Night","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Exhibition; Subject matter; Relation (database); Section (typography); Focus (optics); Subject (documents)","score_opus":0.08236626946584585,"score_gpt":0.37559108201857216,"score_spread":0.2932248125527263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7012908508","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14303811,0.0002123403,0.000002067095,0.00076297024,0.0011601574,0.00086335454,0.000053900167,0.00014995075,0.85375714],"genre_scores_gemma":[0.18005967,0.0008324875,0.000028023198,0.000016343722,0.00026448464,7.793338e-7,0.00021353352,0.00004982552,0.81853485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935896,0.001939238,0.00021708508,0.0012344217,0.0019279538,0.0010917169],"domain_scores_gemma":[0.9970229,0.0004175658,0.00022014209,0.00074204436,0.000912046,0.00068528083],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020214894,0.00039919507,0.0005219944,0.0012191093,0.008311792,0.0010404983,0.003833019,0.0012027079,0.000033479133],"category_scores_gemma":[0.00010985335,0.000497144,0.00035239905,0.0018785438,0.0011877548,0.0012547976,0.000908756,0.002575458,0.00054957037],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050292246,0.00012175748,0.000070070084,0.000114451235,0.00021463192,0.0037926587,0.013532756,0.0000016391987,0.00071634335,0.9730491,0.007385256,0.00049841084],"study_design_scores_gemma":[0.00048864644,0.00012612174,0.00044917504,0.00034155315,0.000150005,0.0000048318666,0.03340332,0.000014686667,0.0008030294,0.00095862354,0.9626921,0.00056791614],"about_ca_topic_score_codex":0.026570546,"about_ca_topic_score_gemma":0.054753106,"teacher_disagreement_score":0.9720905,"about_ca_system_score_codex":0.0043282122,"about_ca_system_score_gemma":0.0037199869,"threshold_uncertainty_score":0.99999654},"labels":[],"label_agreement":null},{"id":"W7013094894","doi":"","title":"Coins of Culture","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science Foundation Ireland","keywords":"Conversation; Affect (linguistics); Cultural studies; Social worlds; Cross-cultural","score_opus":0.06363423542296179,"score_gpt":0.32567652595643753,"score_spread":0.2620422905334757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7013094894","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002661264,0.0008596496,0.000031843858,0.00010588274,0.00054590666,0.001991329,0.0012039786,0.00060725847,0.99438804],"genre_scores_gemma":[0.0026961714,0.00060764106,0.0004198512,0.000008425495,0.0002625818,5.938578e-7,0.00015055179,0.00096227834,0.9948919],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99227333,0.0020471718,0.00035287684,0.0019340698,0.0021046796,0.0012878904],"domain_scores_gemma":[0.9954563,0.00012284932,0.00054512394,0.0021356388,0.0009265021,0.00081359793],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011570905,0.0008048218,0.0012409411,0.0057264958,0.00078133884,0.00036097522,0.0062844134,0.001501639,0.000087314664],"category_scores_gemma":[0.000073421324,0.00094652193,0.0005685593,0.006155418,0.00235614,0.0008350857,0.0030998532,0.0028256888,0.0057039405],"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":[0.0003972725,0.00020995097,0.00008296068,0.00034476005,0.00073102105,0.0041131875,0.0003966885,0.0000033640663,0.0017391625,0.54023975,0.45169812,0.000043734362],"study_design_scores_gemma":[0.0017238746,0.000396594,0.000046661546,0.0016364292,0.0004920677,0.000057282497,0.0039508045,0.000022758879,0.0007350444,0.00008306754,0.9899596,0.0008958408],"about_ca_topic_score_codex":0.009778127,"about_ca_topic_score_gemma":0.002270732,"teacher_disagreement_score":0.5401567,"about_ca_system_score_codex":0.0024065159,"about_ca_system_score_gemma":0.0020461918,"threshold_uncertainty_score":0.9997946},"labels":[],"label_agreement":null},{"id":"W7013157747","doi":"","title":"Walk in My Shoes","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Hostility; Psychological intervention; Incivility; Feeling; MEDLINE","score_opus":0.06125274993157048,"score_gpt":0.32411380544771423,"score_spread":0.26286105551614375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7013157747","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015427643,0.00019212028,0.000034565524,0.0002976748,0.00044168744,0.0025676459,0.00048149424,0.0005596289,0.9938824],"genre_scores_gemma":[0.0042373044,0.00061543396,0.00027594168,0.00001674374,0.00031159844,0.0000014536512,0.000086219814,0.00087419205,0.9935811],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890735,0.0038238107,0.00039514262,0.0024054896,0.002119191,0.0021828744],"domain_scores_gemma":[0.99497974,0.00041019198,0.00052698975,0.0024311915,0.0006071088,0.0010447551],"candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018600142,0.00095124927,0.0012962982,0.009423753,0.0012637145,0.000426642,0.008051381,0.0015433527,0.00026309042],"category_scores_gemma":[0.00011040249,0.0010651393,0.00039937027,0.004596779,0.0022922398,0.0016535127,0.0033752297,0.0024574532,0.0081587685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009895212,0.0003366583,0.0020494468,0.00009684121,0.00032788236,0.008958996,0.00020333729,0.0000025842792,0.0014470587,0.7034749,0.28168467,0.00042811397],"study_design_scores_gemma":[0.0044503347,0.00021515433,0.00089690846,0.0012840986,0.000112866124,0.000039661434,0.001816557,0.000013147247,0.00033975657,0.000063791966,0.98951554,0.0012521922],"about_ca_topic_score_codex":0.016525246,"about_ca_topic_score_gemma":0.010540227,"teacher_disagreement_score":0.70783085,"about_ca_system_score_codex":0.0058244336,"about_ca_system_score_gemma":0.0025446368,"threshold_uncertainty_score":0.9998439},"labels":[],"label_agreement":null},{"id":"W7014151088","doi":"","title":"Perception, Poetry, and Purpose: An Autoethnography of a Chronically Ill and Neurodivergent Public Servant","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autoethnography; Tokenism; Cognitive dissonance; Public service; Metaphor; Thematic analysis; Performative utterance; Performativity; Identity (music); Intersectionality","score_opus":0.06373715724431413,"score_gpt":0.31072258242233036,"score_spread":0.24698542517801625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014151088","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029997533,0.00048555472,0.000081107675,0.00042408772,0.0002076819,0.002226195,0.00073780713,0.00033275306,0.96550727],"genre_scores_gemma":[0.021952651,0.002857942,0.0008913441,0.000037952872,0.000090390495,0.0000011527234,0.00016357146,0.00031811226,0.9736869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917147,0.0031353047,0.00039215854,0.0021205756,0.0014549163,0.0011823239],"domain_scores_gemma":[0.99473584,0.00017086763,0.0005256119,0.0017714219,0.001573442,0.0012228197],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0013735383,0.0007436452,0.0011181429,0.0064952527,0.0016336283,0.0004932208,0.0036078815,0.001036219,0.00006050661],"category_scores_gemma":[0.00012928182,0.0009203992,0.00026370498,0.0042100884,0.003509986,0.0015809729,0.0037268277,0.0017039103,0.00006393519],"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":[0.0010165379,0.00080783543,0.0145653,0.0005875233,0.00082438806,0.0014555559,0.0005638251,0.0000044319777,0.0035120826,0.91787064,0.05697034,0.0018215133],"study_design_scores_gemma":[0.0029138997,0.0008931613,0.0218222,0.00053793273,0.00035097077,0.000043512504,0.004579537,0.00013601295,0.00004109969,0.000033543172,0.96778476,0.00086339214],"about_ca_topic_score_codex":0.01431436,"about_ca_topic_score_gemma":0.0032988964,"teacher_disagreement_score":0.91783714,"about_ca_system_score_codex":0.0010483786,"about_ca_system_score_gemma":0.0023617211,"threshold_uncertainty_score":0.9996661},"labels":[],"label_agreement":null},{"id":"W7014282498","doi":"","title":"Our Home and Haunted Land&#13;\\nAn Exploration of Space, Memory and Virtual Reality","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Digital Storytelling 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":"Storytelling; Virtual reality; Space (punctuation); Augmented reality; Digital storytelling; Colonialism; Virtual space; Narrative","score_opus":0.1489711865045711,"score_gpt":0.4124254931201284,"score_spread":0.26345430661555724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014282498","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5479944,0.00013823884,0.000036988942,0.0003203148,0.0005742956,0.00076732243,0.00005929834,0.000038705086,0.45007044],"genre_scores_gemma":[0.4965226,0.000983314,0.000053089847,0.000009066151,0.00011554938,0.0000014557381,0.0006762221,0.000028282364,0.5016104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9957422,0.0019155889,0.0003373993,0.00081007986,0.00065308105,0.000541656],"domain_scores_gemma":[0.9968957,0.00033079874,0.000450012,0.00054583093,0.00135462,0.0004230552],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011764826,0.00029352645,0.0006046058,0.0007964736,0.002296836,0.000119778975,0.0006414378,0.00071428914,0.0000038546445],"category_scores_gemma":[0.0001367873,0.00035748695,0.0000920685,0.0008164084,0.00022966688,0.0015809254,0.0003959461,0.001410306,0.000018146586],"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":[0.0043495498,0.00057054026,0.022721078,0.001958554,0.00049458886,0.0004813472,0.029171009,0.000034889577,0.0032538867,0.92497414,0.0076035634,0.0043868287],"study_design_scores_gemma":[0.0040841964,0.0008370762,0.08284589,0.0027507925,0.0003688326,0.000010521513,0.66821206,0.00010967278,0.0012221299,0.00034175647,0.23809104,0.001126025],"about_ca_topic_score_codex":0.015032913,"about_ca_topic_score_gemma":0.009079203,"teacher_disagreement_score":0.92463243,"about_ca_system_score_codex":0.00070455414,"about_ca_system_score_gemma":0.0020678528,"threshold_uncertainty_score":0.9998877},"labels":[],"label_agreement":null},{"id":"W7014750315","doi":"","title":"Preserving Agriculture Through Wine:&#13;\\nExamining The Opportunity For Ontario’s Wine Industry To Pioneer Agricultural Resilience In The Face Of Climate Change.","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wine; Agriculture; Context (archaeology); Climate change; Resilience (materials science); Sustainability; Agribusiness; Psychological resilience; State (computer science)","score_opus":0.1193204614087266,"score_gpt":0.3179053165043137,"score_spread":0.1985848550955871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014750315","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044954423,0.00008716069,0.000021954786,0.0019826903,0.00029002462,0.008583701,0.00059000746,0.000115103416,0.94337493],"genre_scores_gemma":[0.0370063,0.0001294851,0.00023194129,0.00010027048,0.0004379405,0.00001584878,0.00018816873,0.00022497447,0.9616651],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914088,0.002868544,0.00046580972,0.0015759324,0.0020250117,0.0016559046],"domain_scores_gemma":[0.9948534,0.0007484102,0.00081487215,0.00215558,0.0009538036,0.00047397174],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0028503656,0.00081963907,0.0010674853,0.0012792202,0.0017386443,0.00039473092,0.009441508,0.001483865,0.000024933675],"category_scores_gemma":[0.0002645688,0.00059148617,0.0003422813,0.0049066423,0.00084565545,0.0018514792,0.0035990598,0.004026429,0.00011193876],"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":[0.002173489,0.00081990607,0.0102903135,0.0006145656,0.00065195083,0.0009553248,0.031867124,0.0006594491,0.0028973953,0.36143228,0.58747596,0.00016224463],"study_design_scores_gemma":[0.0019752227,0.00052063406,0.038341083,0.0015307738,0.00019180162,0.000037917427,0.08475075,0.000023294906,0.0001672176,0.00000811764,0.87164855,0.000804644],"about_ca_topic_score_codex":0.13821465,"about_ca_topic_score_gemma":0.10697099,"teacher_disagreement_score":0.36142415,"about_ca_system_score_codex":0.0024165986,"about_ca_system_score_gemma":0.0014107183,"threshold_uncertainty_score":0.9998124},"labels":[],"label_agreement":null},{"id":"W7014895713","doi":"","title":"(re)mapping, grounding, remembering: A Curatorial Study of Way-finding and Relationships to Place in Contemporary Indigenous Art Practice","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"McMaster University","keywords":"Indigenous; Conversation; Gesture; Contemporary art; Perception; Painting","score_opus":0.1597852900895511,"score_gpt":0.3894589198017407,"score_spread":0.22967362971218958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014895713","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45113477,0.000046525907,0.0000043563978,0.000116412455,0.0005491703,0.0025881648,0.000006195034,0.000029629848,0.5455248],"genre_scores_gemma":[0.7381355,0.0007701076,0.00015335408,0.0000058162154,0.00025708633,0.0000011576286,0.0000856311,0.000031828356,0.2605595],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913423,0.005150321,0.00046418663,0.0009592212,0.0013450214,0.00073894224],"domain_scores_gemma":[0.99616164,0.001007597,0.0006122338,0.00044540866,0.0011061839,0.0006669209],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040313727,0.00030468675,0.00060811307,0.0017603227,0.011798051,0.00032288732,0.0015484137,0.00062015373,0.0000024968188],"category_scores_gemma":[0.00023302162,0.00039009802,0.00007806436,0.0030212707,0.0002822245,0.0019448622,0.0000615076,0.0018132883,0.00002174436],"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":[0.0011052302,0.00046552366,0.0045847404,0.00011345175,0.000098703385,0.0005386239,0.5075799,0.0000056424515,0.0000126105715,0.48525414,0.00022023628,0.000021133117],"study_design_scores_gemma":[0.00088108587,0.00040752036,0.0025043972,0.00021354377,0.000045409157,0.0000019901813,0.48374665,0.0000024622116,0.000017576573,0.00001885876,0.5119083,0.00025222282],"about_ca_topic_score_codex":0.26128432,"about_ca_topic_score_gemma":0.71272534,"teacher_disagreement_score":0.51168805,"about_ca_system_score_codex":0.0026613856,"about_ca_system_score_gemma":0.022632174,"threshold_uncertainty_score":0.9998551},"labels":[],"label_agreement":null},{"id":"W7014998351","doi":"","title":"A Return to Learning: Re-kindling Education's Love of Learning for Schools of the Future","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Wonder; Paradigm shift; Institution; Indigenous; Relevance (law); Orthodoxy; Ideology","score_opus":0.042073182747448444,"score_gpt":0.3184301189960698,"score_spread":0.2763569362486214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014998351","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0078082695,0.00045019423,0.00011791463,0.00059392885,0.00063345,0.0033751219,0.00011591357,0.000088933026,0.9868163],"genre_scores_gemma":[0.01852909,0.00017515058,0.0014300114,0.000012751527,0.0004536427,0.0000015258456,0.000104849765,0.0004303103,0.97886264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921487,0.0034135503,0.0004111728,0.0014130052,0.0016537398,0.0009598423],"domain_scores_gemma":[0.9935432,0.00038257785,0.0012074448,0.0016824153,0.0026169433,0.00056741695],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016863276,0.0005709068,0.0011002094,0.0030872375,0.001256222,0.00020963512,0.0050206957,0.0009790163,0.0000653989],"category_scores_gemma":[0.0006564679,0.0006300628,0.0006295377,0.0056491783,0.0006785616,0.00046685713,0.0025055239,0.0032435192,0.00008872761],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020953503,0.00067069475,0.010942586,0.0011225289,0.001258296,0.00021170905,0.0026071153,0.00064680644,0.017150342,0.74094015,0.22170031,0.0006541272],"study_design_scores_gemma":[0.0014116716,0.0003742533,0.0006063313,0.002457863,0.00025379437,0.000012172762,0.047397442,0.000046291985,0.002608351,0.000015889713,0.9442447,0.0005712395],"about_ca_topic_score_codex":0.0027213655,"about_ca_topic_score_gemma":0.0016907228,"teacher_disagreement_score":0.74092424,"about_ca_system_score_codex":0.0020002204,"about_ca_system_score_gemma":0.0067671887,"threshold_uncertainty_score":0.9996151},"labels":[],"label_agreement":null},{"id":"W7015154142","doi":"","title":"In Service of All: Co-Designing an Inclusive Person-Partnered Model of Care in the Canadian Forces Health Services","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Futures studies; Work (physics); Service (business); Participatory action research; Health services; Citizen journalism; Health services research","score_opus":0.09422292346151616,"score_gpt":0.3618695080929239,"score_spread":0.2676465846314077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015154142","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022244377,0.0005129531,0.0000050226545,0.00046894047,0.000054141346,0.0025977045,0.0008678011,0.00003864945,0.9732104],"genre_scores_gemma":[0.4713146,0.0003861868,0.0010346593,0.00027557233,0.00008548686,0.0000031940774,0.0011477021,0.00052196725,0.5252306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9896835,0.005453192,0.00042799365,0.0013106518,0.0017584413,0.001366195],"domain_scores_gemma":[0.99546534,0.00021643579,0.0008041464,0.0015885384,0.0011802827,0.00074523047],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0021870565,0.00058185507,0.0012845175,0.0062319846,0.0011159553,0.0001936401,0.006367953,0.00081783475,0.00001827658],"category_scores_gemma":[0.000019990312,0.0006776171,0.00019657561,0.005324863,0.00070502365,0.0011465607,0.0009238553,0.001737875,0.000015834685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0019164815,0.000656044,0.0049076756,0.0041958145,0.0006078913,0.004870954,0.13222587,0.00449999,0.0032338582,0.8340229,0.008794191,0.000068326844],"study_design_scores_gemma":[0.0060784235,0.0010251886,0.0012628924,0.005668659,0.00019138542,0.000034754332,0.57850075,0.0055382447,0.00100623,0.000040459967,0.3992315,0.0014215211],"about_ca_topic_score_codex":0.9040905,"about_ca_topic_score_gemma":0.98323286,"teacher_disagreement_score":0.8339824,"about_ca_system_score_codex":0.0061795786,"about_ca_system_score_gemma":0.012711347,"threshold_uncertainty_score":0.9995675},"labels":[],"label_agreement":null},{"id":"W7015382051","doi":"","title":"The Stories that Shape Us: Deconstructing Gender Narratives that Limit Hazara Canadian Women’s Aspirations","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Context (archaeology); Futures studies; Power (physics); Negotiation; Inequality; Argument (complex analysis); Doing gender; Intersectionality","score_opus":0.12088563270399058,"score_gpt":0.3040820532449277,"score_spread":0.18319642054093713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015382051","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012722408,0.00064955134,0.00002669634,0.00044853362,0.00094736204,0.0025264218,0.0008165303,0.00040193618,0.9814606],"genre_scores_gemma":[0.028242009,0.0006832717,0.00037802113,0.000052944204,0.00022537763,0.0000068062723,0.00010750031,0.0004355802,0.9698685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9894531,0.0037438578,0.00034263908,0.0019969824,0.0018454435,0.0026180216],"domain_scores_gemma":[0.99355,0.00073833927,0.00066802173,0.0022753791,0.0011509391,0.0016173439],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0020176724,0.0009984375,0.0010075939,0.0055165947,0.01200386,0.0020061904,0.0071150996,0.0012192081,0.00017016177],"category_scores_gemma":[0.00022167941,0.0010827866,0.0003771648,0.004054348,0.0035288532,0.0019646161,0.002071616,0.0029382468,0.0005438893],"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":[0.0003714871,0.00008908182,0.0075357906,0.00008652343,0.0014705125,0.001662327,0.004865715,0.000012208001,0.00008135936,0.8989593,0.08430123,0.0005644928],"study_design_scores_gemma":[0.0012093014,0.000121390134,0.0014881426,0.0003473578,0.00013689474,0.000032346525,0.11654039,0.000035514033,0.00007371939,0.00009677984,0.8789767,0.0009414409],"about_ca_topic_score_codex":0.1629853,"about_ca_topic_score_gemma":0.5017082,"teacher_disagreement_score":0.8988625,"about_ca_system_score_codex":0.012572952,"about_ca_system_score_gemma":0.014000463,"threshold_uncertainty_score":0.999362},"labels":[],"label_agreement":null},{"id":"W7015511219","doi":"","title":"Starting From Scratch : Building Place Attachment Through Active Urban Exploration for Newcomers to Toronto","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Scratch; Interactive design; Narrative; Sense of place; Urban design; Visual research; Place attachment; Mobile device","score_opus":0.09433347689466669,"score_gpt":0.36945123971976945,"score_spread":0.27511776282510275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015511219","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014410561,0.00017690293,0.008444943,0.000915368,0.0006679927,0.0065545337,0.0019482098,0.0005269392,0.97932404],"genre_scores_gemma":[0.001245262,0.00015568781,0.010175866,0.00013130154,0.00043551112,0.000011210745,0.00042722124,0.00052159256,0.98689634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915972,0.002051145,0.0004286189,0.0025702596,0.001678247,0.0016745721],"domain_scores_gemma":[0.99488705,0.0007101751,0.00065491797,0.0017636059,0.0011565578,0.0008276631],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011013114,0.0009219484,0.0011809329,0.0018738889,0.0027489515,0.00068107416,0.0045031547,0.0009490284,0.00006216544],"category_scores_gemma":[0.00019507683,0.0012513773,0.00040706102,0.002671497,0.00048779367,0.0038593644,0.0026386327,0.0012129304,0.0002674796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034374571,0.00024246323,0.00016738758,0.000092840346,0.00095636665,0.00031375315,0.002474536,0.00014817672,0.002962419,0.52312493,0.46566173,0.00041790816],"study_design_scores_gemma":[0.003527315,0.0005006671,0.00005016682,0.0012164062,0.0004003609,3.3604107e-7,0.029383326,0.00015592619,0.0029658352,0.00033689782,0.9602754,0.0011873448],"about_ca_topic_score_codex":0.1347289,"about_ca_topic_score_gemma":0.031743515,"teacher_disagreement_score":0.52278805,"about_ca_system_score_codex":0.014356972,"about_ca_system_score_gemma":0.0027872636,"threshold_uncertainty_score":0.9989936},"labels":[],"label_agreement":null},{"id":"W7015614576","doi":"","title":"that old home of mine","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Latin American and Latino Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Relation (database); Identity (music); Daughter; Grounded theory; Cultural identity","score_opus":0.07192489922170392,"score_gpt":0.35418390471486216,"score_spread":0.28225900549315824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015614576","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1020807,0.00017317173,0.0000046136474,0.00031476087,0.0004969139,0.00083182706,0.000048525173,0.00006654164,0.8959829],"genre_scores_gemma":[0.22689454,0.001202649,0.00014130332,0.0000113535825,0.00006522826,8.312422e-7,0.00010791567,0.000022564109,0.77155364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942069,0.0022225673,0.00021763465,0.0007911982,0.0018165273,0.00074519555],"domain_scores_gemma":[0.9972467,0.00044253914,0.00047220697,0.00068157364,0.00080581853,0.00035119735],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012829883,0.0002926721,0.0006642536,0.0010166634,0.004742816,0.00019085045,0.0037819438,0.00034935994,0.00007349405],"category_scores_gemma":[0.000109833745,0.00037317796,0.00028118424,0.0024471355,0.0011938093,0.00096946,0.00092073285,0.0011380651,0.000015381878],"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":[0.00049369724,0.00016895465,0.003293175,0.00008326534,0.00026589516,0.0005855025,0.016832177,0.0000050506837,0.00016888946,0.9742374,0.0029293352,0.00093665137],"study_design_scores_gemma":[0.0008154337,0.0002550696,0.0079405,0.00011676068,0.00011224321,0.0000017176136,0.20780507,0.0000062804975,0.00021415426,0.0001073164,0.7821731,0.00045237885],"about_ca_topic_score_codex":0.063201606,"about_ca_topic_score_gemma":0.012343239,"teacher_disagreement_score":0.9741301,"about_ca_system_score_codex":0.001516277,"about_ca_system_score_gemma":0.0022660014,"threshold_uncertainty_score":0.999872},"labels":[],"label_agreement":null},{"id":"W7015621850","doi":"","title":"This is Research: Lee: re:LOCATION","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Bespoke; Class (philosophy); Studio; Design studio; Regent; Citizen journalism; Participatory design; Textile","score_opus":0.08900368205057853,"score_gpt":0.33243264960332114,"score_spread":0.24342896755274263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015621850","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036245378,0.00044790452,0.00018696648,0.0017251587,0.00026590007,0.0014872844,0.00017237224,0.00006925907,0.9952827],"genre_scores_gemma":[0.004838292,0.004469874,0.0007887174,0.0001398771,0.00064463046,0.0000017356142,0.00038411788,0.00019211776,0.98854065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931037,0.0016983578,0.00031039063,0.0013891506,0.0021947857,0.0013036588],"domain_scores_gemma":[0.9958005,0.00011190765,0.00022547937,0.0015684072,0.0012120962,0.0010816214],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018615744,0.00045144925,0.0005263804,0.0013375515,0.0013252855,0.00036434658,0.0045087305,0.0013834005,0.00013380648],"category_scores_gemma":[0.00039489337,0.0005163219,0.00023726244,0.0020545118,0.002127345,0.000051879808,0.0033165815,0.0018845255,0.0009031995],"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":[0.0006019847,0.00018817544,0.00014031444,0.00029870393,0.00035412144,0.00043075837,0.00035481894,9.1192504e-7,0.0065984163,0.08509406,0.90436494,0.0015727654],"study_design_scores_gemma":[0.00126435,0.0009370148,0.000067268076,0.0002552397,0.00004682736,0.00001007162,0.0020950194,0.00008326037,0.0054128943,0.000020932246,0.989268,0.0005391059],"about_ca_topic_score_codex":0.00411192,"about_ca_topic_score_gemma":0.0008885814,"teacher_disagreement_score":0.08507313,"about_ca_system_score_codex":0.00053915725,"about_ca_system_score_gemma":0.0025242555,"threshold_uncertainty_score":0.99997485},"labels":[],"label_agreement":null},{"id":"W7015743823","doi":"","title":"This is Research; Milgram: Activating Alternatives for a Sustainable Trade: Social Entrepreneurship&#13;\\nand Coffee Production in the Upland Northern Philippines","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Production (economics); Yield (engineering); Sustainable production; Sustainability; Arabica coffee; Sustainable development","score_opus":0.10530322778140655,"score_gpt":0.34879877878349136,"score_spread":0.2434955510020848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015743823","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040825225,0.00021765585,0.000007551073,0.0025986368,0.0002590172,0.009062056,0.00023156892,0.00018396907,0.9466143],"genre_scores_gemma":[0.056036785,0.00022145578,0.000047263195,0.000020132755,0.00075061916,0.000015215737,0.0001284799,0.0004753764,0.9423047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9851963,0.006764992,0.00040008806,0.002440718,0.00282303,0.002374853],"domain_scores_gemma":[0.9946364,0.0011754214,0.00066492753,0.0016596387,0.0015350902,0.00032849854],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0057437276,0.00079715875,0.0010414771,0.0053192577,0.0041794837,0.0009945113,0.006071348,0.0009665345,0.000031715514],"category_scores_gemma":[0.0005987651,0.0008116426,0.00039894975,0.005834148,0.0020289079,0.0017872852,0.0015205306,0.003291754,0.00024382806],"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":[0.005098415,0.0011200393,0.009398956,0.0010488267,0.0009620957,0.0021860576,0.018843666,0.00002189666,0.001439326,0.45086658,0.5081234,0.00089073984],"study_design_scores_gemma":[0.0039522545,0.00048789565,0.0015352354,0.0005842917,0.00013008807,0.000030070978,0.039839264,0.000037314523,0.00086607604,0.00015558527,0.9515396,0.0008423519],"about_ca_topic_score_codex":0.024198197,"about_ca_topic_score_gemma":0.0087135,"teacher_disagreement_score":0.45071098,"about_ca_system_score_codex":0.0036820387,"about_ca_system_score_gemma":0.002268567,"threshold_uncertainty_score":0.99943346},"labels":[],"label_agreement":null},{"id":"W7015823482","doi":"","title":"Transportation Experiences of Autistic Young Adults: A Scoping Review and Proposal for Future Research","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scarcity; Public transport; Qualitative research; Autism; Psychological intervention; Public policy; Work (physics); Qualitative property","score_opus":0.05859739060779564,"score_gpt":0.3687003601165945,"score_spread":0.3101029695087989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015823482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080694014,0.023317156,0.000058665875,0.0003414961,0.0004275579,0.011005228,0.000839238,0.00023959576,0.9629641],"genre_scores_gemma":[0.002162925,0.012739619,0.0013997323,0.0000067368715,0.00026008917,0.000024878074,0.0002246111,0.0004995896,0.9826818],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99268,0.0020463127,0.00044841968,0.0018418895,0.0018521291,0.0011312374],"domain_scores_gemma":[0.9963649,0.00025298022,0.00043044952,0.0010104617,0.0014795025,0.0004616935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028363157,0.0005455274,0.0011862292,0.0036181263,0.0011766964,0.00028638917,0.0026848444,0.00074631383,0.00003352513],"category_scores_gemma":[0.00013659228,0.0006187723,0.0002604616,0.0043486403,0.0024361392,0.00088513584,0.00053045456,0.0016160398,0.00011963688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011970648,0.00017635131,0.00006928838,0.031715292,0.0004028151,0.0011233557,0.008228154,3.989615e-7,0.00017045859,0.84823793,0.108489804,0.00018909408],"study_design_scores_gemma":[0.0029835054,0.0013043643,0.000089978406,0.14166363,0.0010838573,0.000052750096,0.10385421,0.00003540444,0.0002215188,0.00014231227,0.747332,0.0012364959],"about_ca_topic_score_codex":0.0033552742,"about_ca_topic_score_gemma":0.0060663098,"teacher_disagreement_score":0.8480956,"about_ca_system_score_codex":0.0010396518,"about_ca_system_score_gemma":0.003603687,"threshold_uncertainty_score":0.99962634},"labels":[],"label_agreement":null},{"id":"W7016151175","doi":"","title":"Why Not In Our Backyards?","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pace; Affordable housing; Renting; Population; Commoditization; Order (exchange); Public housing; Neighbourhood (mathematics)","score_opus":0.07446041627036516,"score_gpt":0.31865566346718804,"score_spread":0.2441952471968229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016151175","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012744775,0.00013315608,0.000012812226,0.0008313846,0.00055745814,0.003065983,0.00083663064,0.00055839395,0.9927297],"genre_scores_gemma":[0.003072365,0.0003045611,0.00031684904,0.00012260056,0.00025613,0.0000029218218,0.0003046645,0.0010446502,0.99457526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.985208,0.0062907278,0.000428251,0.0027550012,0.0031229104,0.0021951296],"domain_scores_gemma":[0.99478865,0.00023668667,0.00061735953,0.0028144778,0.0005068351,0.001036004],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025566749,0.0009985977,0.0014158436,0.010852558,0.0021519382,0.0005232798,0.0099615,0.0011915138,0.00046136297],"category_scores_gemma":[0.00013460428,0.0013998228,0.00049421587,0.008800293,0.0008819388,0.0014553152,0.006547824,0.0047898227,0.0024166498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001240119,0.00042454622,0.0014350764,0.00008994726,0.0003100594,0.012596282,0.00021474341,0.000032062555,0.00047214338,0.48962337,0.49348775,0.000073911506],"study_design_scores_gemma":[0.004480298,0.00035928798,0.00069045887,0.00035537343,0.00014806226,0.000060284252,0.010136851,0.00004030407,0.00012597571,0.000015505762,0.98221433,0.0013732483],"about_ca_topic_score_codex":0.044578608,"about_ca_topic_score_gemma":0.016925769,"teacher_disagreement_score":0.48960787,"about_ca_system_score_codex":0.009629535,"about_ca_system_score_gemma":0.0027630308,"threshold_uncertainty_score":0.9991471},"labels":[],"label_agreement":null},{"id":"W7017252778","doi":"","title":"AI &amp; Food Systems: The Future of the Canadian Economy","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food security; Resilience (materials science); Food systems; Climate change; Psychological resilience; Space (punctuation); Intervention (counseling); Core (optical fiber)","score_opus":0.041982981597125046,"score_gpt":0.26310909119780174,"score_spread":0.2211261096006767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017252778","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005104103,0.0008160047,0.000003136796,0.0018258006,0.0010758324,0.0039902804,0.0015900439,0.00014128171,0.9900472],"genre_scores_gemma":[0.014647945,0.000115870724,0.000022880658,0.000088066015,0.00043340222,0.0000033528913,0.00013321001,0.00048299515,0.98407227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9891663,0.005977894,0.00033975233,0.0013605101,0.0017152341,0.0014402668],"domain_scores_gemma":[0.9935815,0.00023580056,0.0007722703,0.003728631,0.0008181976,0.00086360367],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002040959,0.00067222957,0.00088929356,0.0034542687,0.006378934,0.0006139977,0.01308388,0.0009173064,0.00022373692],"category_scores_gemma":[0.000043525906,0.0005996985,0.0005324704,0.0051449994,0.0022737812,0.0007006485,0.0036872888,0.0038713382,0.00045708742],"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":[0.00013673486,0.00006790363,0.0011493525,0.000095741954,0.00062597287,0.00026378606,0.0002960819,0.00005739599,0.00001581547,0.59510106,0.4021687,0.000021457465],"study_design_scores_gemma":[0.0011970211,0.00016052181,0.00037640566,0.00021136396,0.00025488625,0.00005982513,0.008807284,0.000015879104,0.000013688892,0.000035329704,0.9882456,0.00062216015],"about_ca_topic_score_codex":0.4758455,"about_ca_topic_score_gemma":0.80648965,"teacher_disagreement_score":0.5950657,"about_ca_system_score_codex":0.009555613,"about_ca_system_score_gemma":0.010148507,"threshold_uncertainty_score":0.9996454},"labels":[],"label_agreement":null},{"id":"W7017545164","doi":"","title":"Asynchronous Ecosystem Development: Micro-mapping using scanning, ZIP-Analysis, and systemic relations","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mindset; CLARITY; Asynchronous communication; Leverage (statistics); Incrementalism; Premise; Serendipity; Work (physics)","score_opus":0.05399631489126645,"score_gpt":0.28138012235085436,"score_spread":0.22738380745958792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017545164","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038067963,0.0008542714,0.001149027,0.000025484635,0.00024323471,0.0026652955,0.0005146084,0.00049661787,0.9559835],"genre_scores_gemma":[0.038427383,0.0001259338,0.0038953512,0.000005732612,0.00012222264,0.000002607172,0.0005237835,0.0006265152,0.95627046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98909605,0.004446229,0.00060941145,0.0024070386,0.001901589,0.0015396869],"domain_scores_gemma":[0.9951883,0.00029671102,0.0012046389,0.0017796906,0.00064191554,0.0008887779],"candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025049448,0.0009008501,0.0016175151,0.014105938,0.006333668,0.0007266763,0.0041330815,0.00090623135,0.0001667296],"category_scores_gemma":[0.000064265325,0.00125331,0.00044964103,0.011065053,0.0007500292,0.0011321971,0.004123723,0.0023241367,0.00055118266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073180377,0.0006024529,0.07739826,0.0013112572,0.022692747,0.012078555,0.0054084826,0.0017584626,0.00794395,0.8181565,0.05169151,0.00022606346],"study_design_scores_gemma":[0.0019002852,0.00008172164,0.001329817,0.0009798775,0.0020271759,0.0002633589,0.01212826,0.000654232,0.0001016088,0.0000023823682,0.9791662,0.0013650758],"about_ca_topic_score_codex":0.009226026,"about_ca_topic_score_gemma":0.0049667475,"teacher_disagreement_score":0.9274747,"about_ca_system_score_codex":0.013340423,"about_ca_system_score_gemma":0.004197454,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W7017770597","doi":"","title":"Building Futures: Exploring Futures of Urban Real Estate Development","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Real estate; Futures contract; Real estate development; Urban planning; Capital (architecture); Focus (optics); Architecture","score_opus":0.11082156946447311,"score_gpt":0.32288025212588933,"score_spread":0.21205868266141623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017770597","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015810827,0.00035140294,0.00005200551,0.00004782503,0.001003258,0.0018501548,0.00027819118,0.00074054056,0.9798658],"genre_scores_gemma":[0.0037209596,0.002264281,0.0040440625,0.0000036691006,0.0005599315,0.0000031991788,0.00009143121,0.0011118879,0.9882006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99095154,0.0018629726,0.0005611297,0.0023257467,0.0025420673,0.0017565462],"domain_scores_gemma":[0.995504,0.00021274172,0.0006856682,0.0018784907,0.00075222243,0.0009668507],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017994032,0.0010353792,0.0013546512,0.007945182,0.001815153,0.00050542684,0.005885592,0.0009926844,0.000034750225],"category_scores_gemma":[0.000061011608,0.0012646592,0.00045773503,0.005007979,0.0013520876,0.0013771702,0.0038494666,0.0026270135,0.001005343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010024892,0.00026396173,0.0002758544,0.0008316091,0.0015084499,0.0070048673,0.00441005,0.0000215014,0.003593928,0.7764016,0.20244145,0.0022442301],"study_design_scores_gemma":[0.0015438204,0.00022269334,0.00031962025,0.0022231129,0.00032449685,0.000032154967,0.015344778,0.000014608308,0.0031655561,0.000022507538,0.9755868,0.0011998664],"about_ca_topic_score_codex":0.017549656,"about_ca_topic_score_gemma":0.005333191,"teacher_disagreement_score":0.7763791,"about_ca_system_score_codex":0.0042433394,"about_ca_system_score_gemma":0.0030995668,"threshold_uncertainty_score":0.9997725},"labels":[],"label_agreement":null},{"id":"W7017816415","doi":"","title":"Can Blockchain Lead us to Forest Sovereignty?&#13;\\nA future imagining of more-than-human relations.","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Natural (archaeology); Corporate governance; Work (physics); Sovereignty; Space (punctuation); Lead (geology)","score_opus":0.03967564006336136,"score_gpt":0.30481699181559724,"score_spread":0.26514135175223585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017816415","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026252115,0.0000908981,0.00003293757,0.0006437274,0.0005201738,0.0030696965,0.0013097243,0.0010384826,0.96704227],"genre_scores_gemma":[0.09766351,0.00007129885,0.00045215015,0.000020583982,0.0004942727,0.00000271185,0.00021420735,0.0014584631,0.8996228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99033177,0.002090626,0.000581165,0.002344081,0.0027130889,0.0019392809],"domain_scores_gemma":[0.99346435,0.0003580704,0.0009128471,0.0026731926,0.0013264263,0.0012651348],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0016756582,0.001068587,0.0015129308,0.009037782,0.0025067714,0.0003535918,0.006431789,0.0013624578,0.000069901376],"category_scores_gemma":[0.00017153515,0.001408874,0.0005736368,0.008468277,0.0018639208,0.00072638865,0.0034284722,0.002857162,0.0012566425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007986773,0.00032434045,0.015722735,0.00018401179,0.00095290405,0.0043059364,0.00134534,0.0004998755,0.0015576199,0.8371534,0.13700996,0.00014523588],"study_design_scores_gemma":[0.004214485,0.0006658556,0.011523419,0.0017883463,0.000528721,0.000049380884,0.016098302,0.0002510174,0.00048690135,0.00014518866,0.96225214,0.0019962585],"about_ca_topic_score_codex":0.07760813,"about_ca_topic_score_gemma":0.0728678,"teacher_disagreement_score":0.8370082,"about_ca_system_score_codex":0.00453693,"about_ca_system_score_gemma":0.0022989945,"threshold_uncertainty_score":0.99993396},"labels":[],"label_agreement":null},{"id":"W7017937004","doi":"","title":"Collaborating with the Invisible Creek: Water, Vines and Willows","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attunement; Relation (database); Agency (philosophy); Process (computing); Individualism","score_opus":0.07280443530779292,"score_gpt":0.34952701298006816,"score_spread":0.27672257767227526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017937004","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34636015,0.0000358683,0.0000028050715,0.0015472301,0.00018294514,0.0007886975,0.00001709879,0.0000752049,0.65099],"genre_scores_gemma":[0.26491308,0.0005303033,0.000030493204,0.000021233367,0.00012383058,0.0000011148126,0.000082326194,0.00003597988,0.73426163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548703,0.0016210253,0.00013493495,0.0007443672,0.0012273957,0.0007852566],"domain_scores_gemma":[0.99728596,0.00047359776,0.00017546158,0.00047750454,0.0012704857,0.00031699357],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021781807,0.0002617781,0.0003640694,0.000489795,0.011159409,0.0015657264,0.0021550665,0.00049864734,0.0000040428877],"category_scores_gemma":[0.00009274329,0.00022774817,0.000080772625,0.001631848,0.0013607558,0.0011940006,0.0004906576,0.0014014413,0.00002872343],"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":[0.0004848954,0.00005933546,0.0006057795,0.00007691373,0.00018169398,0.0008882784,0.024062037,0.000006062869,0.0011166927,0.97000563,0.002143414,0.0003692777],"study_design_scores_gemma":[0.0007370537,0.00023940876,0.0017544389,0.0002838878,0.000110112436,0.0000030623567,0.21881285,0.000017735958,0.00048211848,0.0002670655,0.7768442,0.000448081],"about_ca_topic_score_codex":0.06770974,"about_ca_topic_score_gemma":0.2073562,"teacher_disagreement_score":0.96973854,"about_ca_system_score_codex":0.00063492946,"about_ca_system_score_gemma":0.0020182875,"threshold_uncertainty_score":0.9994708},"labels":[],"label_agreement":null},{"id":"W7017980068","doi":"","title":"Continuity of Care across age transitions: Understanding the systemic barriers in healthcare service sector for adolescents and young adults (AYA) transitioning from paediatric to adult health care system","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Continuity of care; Young adult; Health care; Healthcare service; Qualitative research; Transitional care; MEDLINE; IT service continuity","score_opus":0.035494331823941676,"score_gpt":0.30290287927693577,"score_spread":0.2674085474529941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017980068","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2587774,0.018696671,0.0029218704,0.002722662,0.003305041,0.05366061,0.106597915,0.0017890084,0.5515288],"genre_scores_gemma":[0.9703602,0.00023239589,0.0001455527,0.000049747745,0.00018210793,0.00001390792,0.0005478511,0.00050399546,0.027964251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99154204,0.0031117995,0.00063282624,0.0019239594,0.0013445045,0.0014448563],"domain_scores_gemma":[0.99577236,0.00020122043,0.00055819046,0.0010944415,0.0013434477,0.0010303523],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011698726,0.0007400825,0.0014414721,0.0025253273,0.0021222082,0.00044674453,0.0022599106,0.000856773,0.0000011868427],"category_scores_gemma":[0.00004741403,0.00083917973,0.0003431637,0.004323546,0.0005244285,0.00054897787,0.0006062604,0.0016837312,0.00002885084],"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":[0.014427001,0.00016524318,0.008944531,0.07033592,0.0011600038,0.0034641158,0.3625236,0.00017976886,0.00047072012,0.5323247,0.005815476,0.00018898981],"study_design_scores_gemma":[0.007062663,0.0006119632,0.0008366249,0.036149375,0.0003798679,0.000046069043,0.94360524,0.00014456743,0.000051347317,0.000010667259,0.010107224,0.0009943867],"about_ca_topic_score_codex":0.10196649,"about_ca_topic_score_gemma":0.25877288,"teacher_disagreement_score":0.7115828,"about_ca_system_score_codex":0.013024942,"about_ca_system_score_gemma":0.0022292584,"threshold_uncertainty_score":0.9994059},"labels":[],"label_agreement":null},{"id":"W7018006056","doi":"","title":"The Change Game: A Critical Game For Recognizing &amp; Generating Alternative Futures","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures contract; Mainstream; Plural; Hegemony; Futures studies","score_opus":0.2758738946936374,"score_gpt":0.41311665946874143,"score_spread":0.13724276477510405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018006056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065340684,0.00097642245,0.00060720975,0.0006760933,0.0013619621,0.0047329073,0.000978617,0.0003701615,0.9896432],"genre_scores_gemma":[0.0024109222,0.0009501085,0.0019262203,0.000036982023,0.0024278893,0.000015731746,0.00017803519,0.0007725544,0.99128157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901648,0.003245883,0.00034066217,0.0021897748,0.0018212773,0.0022376135],"domain_scores_gemma":[0.9919008,0.0016959638,0.0008772663,0.0027685522,0.0018131307,0.0009442673],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0028482296,0.00092987187,0.0010833384,0.002339106,0.010708268,0.00271179,0.008844915,0.001124597,0.00001821638],"category_scores_gemma":[0.0013067918,0.0009597796,0.0005812702,0.0012182993,0.0041206875,0.0017334593,0.0031464386,0.002477712,0.0005195134],"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":[0.0013435348,0.00017402427,0.00008547984,0.00017663995,0.0008016243,0.0013518849,0.0011966589,0.0000049555715,0.0009309603,0.7688184,0.22220123,0.002914645],"study_design_scores_gemma":[0.0024486312,0.0002966505,0.00007086678,0.0011750063,0.00031845536,0.00004800804,0.002213508,0.00035003753,0.0002172896,0.00012157856,0.99165034,0.0010896494],"about_ca_topic_score_codex":0.013288291,"about_ca_topic_score_gemma":0.016942853,"teacher_disagreement_score":0.7694491,"about_ca_system_score_codex":0.0026608391,"about_ca_system_score_gemma":0.001718873,"threshold_uncertainty_score":0.99982363},"labels":[],"label_agreement":null},{"id":"W7018009966","doi":"","title":"Christine Swintak and Don Miller (Review)","year":2010,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","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":"Exhibition; Miller; George (robot); Exposition (narrative)","score_opus":0.08736435243980291,"score_gpt":0.296801729677175,"score_spread":0.2094373772373721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018009966","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061118264,0.00037161133,0.0000150944015,0.0011906549,0.00038998047,0.0006083578,0.000052636256,0.000074896736,0.9361785],"genre_scores_gemma":[0.27389026,0.0018975963,0.00010712624,0.00020383038,0.00034510362,4.636503e-7,0.000027943459,0.000023534276,0.7235041],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775475,0.00036980206,0.0001702696,0.00058950385,0.00047899236,0.0006366698],"domain_scores_gemma":[0.99808675,0.00014150885,0.00010579692,0.0006000245,0.0005898143,0.00047612874],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00063895853,0.00023503898,0.0003510281,0.00037153976,0.0026528444,0.00026124556,0.00119639,0.00014695538,0.000086656466],"category_scores_gemma":[0.000054487435,0.00025618478,0.00011723026,0.000039340764,0.0017290148,0.0009974224,0.0007521769,0.00097518426,0.000086283915],"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":[0.000111884714,0.000107348416,0.00044455813,0.00012676348,0.000070761074,0.00042700535,0.0047792876,3.0731175e-7,0.00056931016,0.9742815,0.018509634,0.0005716704],"study_design_scores_gemma":[0.0009021431,0.00015458964,0.0007449418,0.00016817045,0.00007554323,0.000025258038,0.004389814,0.00004075217,0.00021379108,0.00017718581,0.99279034,0.00031749133],"about_ca_topic_score_codex":0.012075002,"about_ca_topic_score_gemma":0.019637471,"teacher_disagreement_score":0.97428066,"about_ca_system_score_codex":0.00018908126,"about_ca_system_score_gemma":0.0003418748,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W7018034062","doi":"","title":"Co-designing a gamified learning tool to explore the effectiveness of social prescribing among healthcare providers","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Brainstorming; Agency (philosophy); Participatory action research; Social work; Equity (law); Narrative; Participatory design; Process (computing)","score_opus":0.1109472400973135,"score_gpt":0.3411351004092283,"score_spread":0.2301878603119148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018034062","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04739276,0.00013964107,0.00028949566,0.00015033247,0.00020542652,0.005857732,0.00009741895,0.00033808727,0.9455291],"genre_scores_gemma":[0.19362971,0.000051870353,0.00026784735,0.0000117676245,0.00019242695,0.000009526676,0.00019058493,0.000656751,0.8049895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9758698,0.017780533,0.00042705788,0.0019954047,0.0022993959,0.0016278623],"domain_scores_gemma":[0.9946157,0.0011961387,0.0007677718,0.001394276,0.0014131488,0.00061299367],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0051459167,0.00081929436,0.0014413191,0.00318614,0.0038686057,0.0005816003,0.004672752,0.0010258058,0.000026422591],"category_scores_gemma":[0.00049904495,0.0009222104,0.00052842655,0.0051626684,0.001746378,0.00093336817,0.0020813548,0.0034042613,0.00010323667],"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":[0.007521965,0.0004665089,0.009891294,0.0028030237,0.0020620606,0.0049372693,0.009500658,0.00042171864,0.037974644,0.88256633,0.041433606,0.00042092247],"study_design_scores_gemma":[0.004512986,0.00087327557,0.0114288395,0.0060108453,0.0004138369,0.000029593986,0.067283,0.00008105947,0.0083524715,0.000018605957,0.89922017,0.0017753387],"about_ca_topic_score_codex":0.013914247,"about_ca_topic_score_gemma":0.0013776076,"teacher_disagreement_score":0.88254774,"about_ca_system_score_codex":0.0035925254,"about_ca_system_score_gemma":0.0030859262,"threshold_uncertainty_score":0.99932283},"labels":[],"label_agreement":null},{"id":"W7018053240","doi":"","title":"Conspiracy: Misconceptions and Empathy","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Misinformation and Its Impacts","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":"Ontario College of Art and Design","funders":"","keywords":"Empathy; Exhibition; Narrative; Work (physics); EXPOSE","score_opus":0.1297538772874283,"score_gpt":0.39920978210092206,"score_spread":0.2694559048134938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018053240","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2164768,0.00004156794,0.0000047692015,0.00042033696,0.0004322633,0.0008124886,0.000041679228,0.00013651121,0.78163356],"genre_scores_gemma":[0.119698875,0.0012883645,0.000059299993,0.0000283761,0.00011660699,2.9357687e-7,0.00020175459,0.000026208927,0.8785802],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960423,0.0012601748,0.00021684002,0.0005858843,0.0011357561,0.00075905124],"domain_scores_gemma":[0.99732554,0.00033318513,0.00024462663,0.00045488702,0.00089182606,0.00074994867],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014620012,0.00025897732,0.00038037173,0.0011864207,0.005848661,0.00079542014,0.001697092,0.0006272388,0.000022860484],"category_scores_gemma":[0.00029190644,0.00033582668,0.0001383664,0.0018495552,0.001007644,0.0019580591,0.00030120232,0.0010360933,0.0002816576],"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":[0.00023582815,0.00005169438,0.00017558025,0.000055459484,0.000087757595,0.0003213544,0.05384508,0.0000026945388,0.00009043044,0.9350377,0.0085187135,0.0015777535],"study_design_scores_gemma":[0.0007568778,0.00009693493,0.004610781,0.00019045729,0.00006477737,0.000002687955,0.36210996,0.000016332051,0.00006987664,0.00011085664,0.63162225,0.00034823339],"about_ca_topic_score_codex":0.018840007,"about_ca_topic_score_gemma":0.018490134,"teacher_disagreement_score":0.9349268,"about_ca_system_score_codex":0.0010038358,"about_ca_system_score_gemma":0.003091358,"threshold_uncertainty_score":0.9999094},"labels":[],"label_agreement":null},{"id":"W7018175722","doi":"","title":"Conspicuously Healthy:&#13;\\nThe Fiction of Health and Nutrition","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Food processing; Food industry; Food systems; Production (economics); Consumption (sociology); Food choice","score_opus":0.06417579095189783,"score_gpt":0.3151545753219708,"score_spread":0.2509787843700729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018175722","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005735628,0.001445343,0.000074875636,0.00048503603,0.000346826,0.0044034105,0.00040528955,0.0003204411,0.98678315],"genre_scores_gemma":[0.007970744,0.0048361714,0.00043967646,0.00003578741,0.000186517,0.0000016891494,0.00024005993,0.00041756488,0.9858718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913936,0.0040894463,0.00048029103,0.0014755615,0.001358047,0.0012030101],"domain_scores_gemma":[0.99544096,0.00024729766,0.0011355767,0.0013141878,0.00080637424,0.0010556199],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015880379,0.0006047415,0.001273425,0.003648851,0.0017726173,0.0002438406,0.002215797,0.00092825637,0.000043270258],"category_scores_gemma":[0.00007049389,0.0007606505,0.0002169567,0.0027006632,0.0020273982,0.0010715886,0.0011182392,0.0015763706,0.0003717722],"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":[0.0010544782,0.0005788323,0.00082818547,0.0008122377,0.00029459735,0.00025541306,0.00034419232,0.0000023888463,0.00037503976,0.6202654,0.37462407,0.00056512415],"study_design_scores_gemma":[0.0038766253,0.0015039863,0.00041675655,0.0014074513,0.00008911611,0.000052427797,0.00621576,0.000072614304,0.000093423514,0.000025372372,0.9856298,0.00061669265],"about_ca_topic_score_codex":0.05015052,"about_ca_topic_score_gemma":0.001839603,"teacher_disagreement_score":0.6202401,"about_ca_system_score_codex":0.002444518,"about_ca_system_score_gemma":0.0025461684,"threshold_uncertainty_score":0.9995269},"labels":[],"label_agreement":null},{"id":"W7018269168","doi":"","title":"DANCE IN THE ART GALLERY OF ONTARIO 1977 AND 2017","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Diversity and Impact of Dance","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":"Dance; Contemporary dance; Choreography; Modern dance; Dance improvisation; Concert dance; The arts; Visitor pattern","score_opus":0.07499951100317813,"score_gpt":0.3399432744168235,"score_spread":0.26494376341364534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018269168","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3837628,0.000087255285,0.0000024787612,0.0001097266,0.00039063414,0.0007463932,0.00003234876,0.000010875696,0.6148575],"genre_scores_gemma":[0.2508692,0.0001780785,0.0000419169,0.00002227125,0.000028526123,4.5307843e-7,0.00012584082,0.000016442387,0.74871725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99608725,0.0012110205,0.0002471056,0.000892439,0.0008696952,0.00069248385],"domain_scores_gemma":[0.99756116,0.00034288788,0.0003635671,0.0011292349,0.000401276,0.00020185485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011899801,0.0003447624,0.00062396866,0.00097249495,0.0008099898,0.00018439759,0.0034357184,0.00062650593,0.000032773307],"category_scores_gemma":[0.000036226305,0.00037535554,0.00017875875,0.00092987734,0.0005524113,0.0010499781,0.00044801334,0.0018950489,0.00018443902],"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":[0.0045843273,0.0006232638,0.02695544,0.00020613395,0.00039274493,0.0025895492,0.026887666,0.000007617716,0.00030865782,0.91121477,0.025718503,0.00051131437],"study_design_scores_gemma":[0.002629958,0.0006276647,0.2519527,0.00047553447,0.00013640322,0.00003474546,0.050992988,0.000004577441,0.000095172116,0.000048028258,0.69250715,0.00049507525],"about_ca_topic_score_codex":0.08723201,"about_ca_topic_score_gemma":0.09162546,"teacher_disagreement_score":0.9111667,"about_ca_system_score_codex":0.0011064368,"about_ca_system_score_gemma":0.0017952075,"threshold_uncertainty_score":0.9998698},"labels":[],"label_agreement":null},{"id":"W7018392026","doi":"","title":"DAOs &amp; Co-ops: How to learn from the past to create viable economic communities for the future","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Work (physics); The Internet; Complement (music); Control (management); Key (lock)","score_opus":0.09241183498510572,"score_gpt":0.31778783670882493,"score_spread":0.22537600172371922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018392026","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030218055,0.0001780844,0.00025600215,0.0076433294,0.0009921341,0.007338079,0.006494567,0.0007803335,0.9732957],"genre_scores_gemma":[0.0013333176,0.0005140278,0.00043759114,0.00014612131,0.0015901244,0.000016329626,0.00046164138,0.0012287067,0.9942721],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992264,0.0030820137,0.00027656517,0.0014617655,0.0012033486,0.0017123552],"domain_scores_gemma":[0.991217,0.0028414533,0.00041450086,0.0040110694,0.0006065157,0.0009094673],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022329947,0.00089115155,0.0010468882,0.002189556,0.0063986992,0.0017584118,0.0126355225,0.0008373203,0.000096675125],"category_scores_gemma":[0.00009839867,0.0007971959,0.0004944894,0.0023887567,0.0013814607,0.00091046956,0.0042122127,0.0023101163,0.0057742093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015938556,0.00008236632,0.0013430098,0.000040787294,0.0011743418,0.00018859803,0.002048424,0.0002743934,0.00013994973,0.26241037,0.73044974,0.0002541404],"study_design_scores_gemma":[0.001698486,0.00027828157,0.0008808852,0.00038485846,0.0003421259,0.00000750603,0.04884933,0.00005322892,0.000053163454,0.000020790041,0.94654316,0.00088817504],"about_ca_topic_score_codex":0.09726174,"about_ca_topic_score_gemma":0.19802149,"teacher_disagreement_score":0.26238957,"about_ca_system_score_codex":0.003993825,"about_ca_system_score_gemma":0.0015201999,"threshold_uncertainty_score":0.9999916},"labels":[],"label_agreement":null},{"id":"W7018567257","doi":"","title":"Eco-Wearables: Merging Art and Technology for Environmental Crisis Awareness","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Fashion and Cultural Textiles","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":"Global warming; Perspective (graphical); Climate change; Fashion industry; Wearable computer; Fast fashion; Greenhouse gas","score_opus":0.04763822369110853,"score_gpt":0.28420166659712714,"score_spread":0.2365634429060186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018567257","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17765035,0.00028783467,0.0000026543235,0.00052403676,0.0005963827,0.0008761879,0.00018678956,0.00012504583,0.8197507],"genre_scores_gemma":[0.14297807,0.00065216655,0.00003678783,0.000013805837,0.0001261169,0.0000028102945,0.00048660766,0.000041073476,0.8556625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772215,0.00020958461,0.0001858856,0.00090289797,0.00043242448,0.00054704637],"domain_scores_gemma":[0.9989222,0.0000948791,0.00012835761,0.00037670633,0.0002691709,0.00020866947],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00028896544,0.00035222384,0.0004428484,0.0011423195,0.0031490698,0.00077730144,0.0011922416,0.00042307572,0.000046719644],"category_scores_gemma":[0.000014519323,0.00038436096,0.00017222809,0.00031214225,0.0006466569,0.0008662716,0.0003676731,0.00084686046,0.00014741621],"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":[0.00027592853,0.000086131105,0.00003538649,0.00027750232,0.00025945436,0.00035479554,0.010167771,0.000001590823,0.00087853684,0.9732057,0.013455245,0.0010019919],"study_design_scores_gemma":[0.00050742703,0.00016421269,0.00003617285,0.00024215644,0.00015460848,0.0000072634,0.27416828,0.000050130544,0.0004845434,0.00021681888,0.7236131,0.00035527887],"about_ca_topic_score_codex":0.00056577177,"about_ca_topic_score_gemma":0.004177575,"teacher_disagreement_score":0.97298884,"about_ca_system_score_codex":0.0005492345,"about_ca_system_score_gemma":0.00034357986,"threshold_uncertainty_score":0.9998608},"labels":[],"label_agreement":null},{"id":"W7018589744","doi":"","title":"Design&#13;\\nResearch&#13;\\nfor&#13;\\nArchitecture:&#13;\\nUnderstanding&#13;\\nthe&#13;\\npeople&#13;\\nyou&#13;\\ndesign&#13;\\nfor","year":2011,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Popularity; Value (mathematics); Order (exchange); Commission; Research design; Design methods; Participatory design","score_opus":0.10916508049945582,"score_gpt":0.30104692469304134,"score_spread":0.1918818441935855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018589744","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025640927,0.0019634354,0.0081635425,0.0011791945,0.0037536433,0.021454709,0.004021353,0.005023977,0.9287992],"genre_scores_gemma":[0.13104713,0.0038499646,0.0016160904,0.00032394877,0.0025837417,0.00012996621,0.002031631,0.0061110836,0.8523064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.93233615,0.019658368,0.0043035094,0.01344358,0.014953547,0.015304815],"domain_scores_gemma":[0.95943433,0.004977536,0.0055256416,0.014072373,0.005891407,0.010098708],"candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.015390981,0.009294439,0.009499372,0.027457127,0.014043411,0.0055651227,0.035978492,0.009919036,0.0038268198],"category_scores_gemma":[0.002042043,0.010962639,0.0045587053,0.022647955,0.014668946,0.008646294,0.016549336,0.01945209,0.01748607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.03390824,0.007095229,0.01629033,0.003380212,0.01355455,0.032893263,0.013776401,0.0026122895,0.0075007,0.10354338,0.76236874,0.0030766723],"study_design_scores_gemma":[0.027116805,0.0061537186,0.007409747,0.0054602064,0.0037101049,0.001403234,0.023227131,0.0018358518,0.0041263984,0.0014851346,0.9032146,0.014857076],"about_ca_topic_score_codex":0.25855726,"about_ca_topic_score_gemma":0.26286057,"teacher_disagreement_score":0.14084585,"about_ca_system_score_codex":0.017847802,"about_ca_system_score_gemma":0.015483905,"threshold_uncertainty_score":0.99812615},"labels":[],"label_agreement":null},{"id":"W7018754325","doi":"","title":"\"Disposable Income\": Possibilities for Long-term Saving in Canada","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Audit; Psychological intervention; Financial services; Work (physics); Key (lock)","score_opus":0.06629224150516579,"score_gpt":0.30632742219675474,"score_spread":0.24003518069158897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018754325","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03528282,0.00030793226,0.000017445074,0.00008110985,0.00052821933,0.0039330027,0.0015799855,0.00021397341,0.9580555],"genre_scores_gemma":[0.021376438,0.00009740251,0.00028437143,0.000012213333,0.0002000541,0.000003161331,0.00041882886,0.0006714288,0.9769361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911611,0.002158302,0.0004574966,0.0020044134,0.0020699713,0.0021486946],"domain_scores_gemma":[0.9945148,0.0005238992,0.0005503921,0.0019929633,0.0012293772,0.0011885181],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0020480829,0.0008650829,0.0013763332,0.0046018534,0.0012263237,0.00043616883,0.0060617365,0.0008446185,0.000043847747],"category_scores_gemma":[0.0002009101,0.001134495,0.00024420687,0.0040447884,0.0010386743,0.0014163248,0.002399275,0.0018837985,0.00020138022],"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":[0.0027109673,0.00034788632,0.08141632,0.0007819755,0.0006216051,0.008888145,0.00056002644,0.00007257306,0.0002108019,0.52908856,0.37513325,0.00016787203],"study_design_scores_gemma":[0.005586425,0.00030459213,0.0095985215,0.0016299342,0.0001720126,0.000039118455,0.006841224,0.00008326058,0.00010016316,0.000047200003,0.97412574,0.0014718047],"about_ca_topic_score_codex":0.94569695,"about_ca_topic_score_gemma":0.9890432,"teacher_disagreement_score":0.5989925,"about_ca_system_score_codex":0.026595136,"about_ca_system_score_gemma":0.027298316,"threshold_uncertainty_score":0.9993159},"labels":[],"label_agreement":null},{"id":"W7018897316","doi":"","title":"Emergent Graphics: Graphic communication as a systems change agent","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Graphic Design and Typography","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":"Ontario College of Art and Design","funders":"","keywords":"Graphics; Leverage (statistics); Visual communication; Process (computing); Computer graphics; Viewpoints; Government (linguistics)","score_opus":0.23758862182242743,"score_gpt":0.30872043256521925,"score_spread":0.07113181074279182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018897316","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12174898,0.00039597054,0.000008677381,0.0010956835,0.0005410405,0.0014897768,0.000045027155,0.000353772,0.8743211],"genre_scores_gemma":[0.78970164,0.0027373582,0.000009566604,0.000063529784,0.00014038966,0.000006117432,0.00009268545,0.000033200704,0.20721553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99582416,0.0015869545,0.00024456592,0.0006976968,0.0008266982,0.0008199198],"domain_scores_gemma":[0.99724907,0.00018856236,0.00017862965,0.0011082725,0.00082431687,0.00045117093],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013729747,0.00029833478,0.000367712,0.002917902,0.0046749413,0.0007027531,0.00260996,0.0001950561,0.000016907716],"category_scores_gemma":[0.000019875995,0.00034300226,0.0003123857,0.002531993,0.0014250547,0.0015420298,0.0007951168,0.00077111874,0.00036754503],"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":[0.00024089165,0.00017551577,0.001168583,0.000054244596,0.00026425163,0.00079263974,0.007188887,0.0000044167996,0.00011670273,0.97785336,0.012036593,0.00010390726],"study_design_scores_gemma":[0.001083766,0.00033313228,0.0018712548,0.00013458458,0.00008594976,0.000013233636,0.036250677,0.00022893635,0.000018685592,0.0010276341,0.9585346,0.00041754794],"about_ca_topic_score_codex":0.02441702,"about_ca_topic_score_gemma":0.0025786106,"teacher_disagreement_score":0.9768257,"about_ca_system_score_codex":0.00023740926,"about_ca_system_score_gemma":0.00020114021,"threshold_uncertainty_score":0.9999022},"labels":[],"label_agreement":null},{"id":"W7019076599","doi":"","title":"The Future of Work: Exploring the Future of Work in Canada and How Human Connections Are Made Through Workplace Design","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Flexibility (engineering); Organizational change; Qualitative research; Workspace; Negotiation","score_opus":0.08146278141059758,"score_gpt":0.2744892297540323,"score_spread":0.1930264483434347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019076599","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018121602,0.007986552,0.000042083702,0.003398133,0.0014927719,0.0034013141,0.0002785095,0.00013860781,0.9651404],"genre_scores_gemma":[0.0486784,0.002666208,0.00024096247,0.00000808509,0.00045611494,0.0000045243887,0.000017656279,0.0003771939,0.94755083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99259555,0.003373246,0.0003013492,0.0011608433,0.0014898729,0.0010791121],"domain_scores_gemma":[0.996107,0.000766428,0.0006698519,0.0016585927,0.00048271852,0.00031540674],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015008232,0.0006269534,0.00090540043,0.0013963381,0.0019685305,0.0003566685,0.0040256837,0.0005440041,0.00001108883],"category_scores_gemma":[0.000041264822,0.00054259744,0.00021736172,0.0069692163,0.001647486,0.0007415651,0.0017989504,0.002979449,0.000019889021],"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":[0.0014320121,0.000093401766,0.004214121,0.00026457992,0.0008923635,0.0017333556,0.0016161312,0.0000993919,0.00014660283,0.53651166,0.45261738,0.00037898266],"study_design_scores_gemma":[0.0009985939,0.00009234314,0.003355172,0.00189017,0.00021951627,0.00001555867,0.083344005,0.0000052046294,0.0001782976,0.000054801825,0.9093342,0.0005121477],"about_ca_topic_score_codex":0.36685425,"about_ca_topic_score_gemma":0.8275728,"teacher_disagreement_score":0.5364569,"about_ca_system_score_codex":0.0036055304,"about_ca_system_score_gemma":0.0029335422,"threshold_uncertainty_score":0.9997026},"labels":[],"label_agreement":null},{"id":"W7019373734","doi":"","title":"G.I. Jane Doe: Witnessing War in the Exhibition Overlooked / Looked Over","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Witness; Relation (database); Work (physics); Expert witness; World War II","score_opus":0.047848070687870975,"score_gpt":0.29669011228474146,"score_spread":0.24884204159687048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019373734","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0174798,0.0003086148,0.00004329436,0.0002525036,0.00035559465,0.0042162244,0.00023309805,0.00037532017,0.97673553],"genre_scores_gemma":[0.014206396,0.0004592205,0.0002482603,0.000058069116,0.0003391131,0.0000040856617,0.0002606669,0.00067390176,0.9837503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9864089,0.006074066,0.00047211742,0.0021686296,0.0028973408,0.0019789527],"domain_scores_gemma":[0.9948846,0.00044521678,0.00075268804,0.0026819087,0.00059574144,0.0006398498],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0025773803,0.0010309119,0.001191196,0.0058111562,0.0021476906,0.0008491673,0.0072161774,0.0014902636,0.00018237237],"category_scores_gemma":[0.00011245899,0.0010523959,0.00042299106,0.006080105,0.0022909567,0.0025492397,0.002031172,0.0035628367,0.0025934647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008322433,0.0005804495,0.00092246087,0.00016201903,0.00030517337,0.005891439,0.0010605262,0.000018700803,0.0024920427,0.73000425,0.2575143,0.00021640454],"study_design_scores_gemma":[0.0049573937,0.00026835865,0.0029586048,0.0012757654,0.0002207456,0.000072989555,0.0076890895,0.00018873152,0.00017453573,0.000066058295,0.9808642,0.0012635251],"about_ca_topic_score_codex":0.031758606,"about_ca_topic_score_gemma":0.0054583005,"teacher_disagreement_score":0.7299382,"about_ca_system_score_codex":0.0041417214,"about_ca_system_score_gemma":0.0016005111,"threshold_uncertainty_score":0.999806},"labels":[],"label_agreement":null},{"id":"W7019722759","doi":"","title":"HR Transformation in the Ontario University Sector: Approaches, Barriers, and Methods to Sustain Change","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Organizational change; Qualitative research; Human resources; Change management (ITSM); Transformation (genetics); Human resource management","score_opus":0.1761764894858354,"score_gpt":0.3483281266750251,"score_spread":0.17215163718918972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019722759","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00283995,0.00030182602,0.00032632105,0.0008938616,0.0002447347,0.0054110936,0.00038405458,0.00028337465,0.9893148],"genre_scores_gemma":[0.0069020004,0.00018822427,0.0018455908,0.000045736415,0.00015301789,0.0000027868077,0.00012441656,0.000402081,0.9903361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861945,0.008765293,0.00029733448,0.0018888874,0.0014061276,0.0014478482],"domain_scores_gemma":[0.99662787,0.0003682203,0.00024194886,0.0014833543,0.00027916103,0.0009994532],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0059410846,0.00081503333,0.0009524862,0.006795114,0.0013953237,0.00064006244,0.004645339,0.0010863489,0.000051941053],"category_scores_gemma":[0.0000763979,0.00089468114,0.00028816823,0.006459798,0.0010638194,0.0017247706,0.0017030544,0.0032136182,0.00039892225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016098233,0.00015754093,0.00061543315,0.00037659408,0.0004502034,0.004285663,0.028508347,0.000008671603,0.00009705573,0.89089686,0.07220383,0.0007899639],"study_design_scores_gemma":[0.0017932898,0.00030380965,0.0010943612,0.0004951854,0.000322691,0.00005509654,0.053923745,0.00007571005,0.000041449657,0.00006748551,0.9409331,0.0008940382],"about_ca_topic_score_codex":0.23420869,"about_ca_topic_score_gemma":0.31834364,"teacher_disagreement_score":0.8908294,"about_ca_system_score_codex":0.008317824,"about_ca_system_score_gemma":0.0020510005,"threshold_uncertainty_score":0.99990475},"labels":[],"label_agreement":null},{"id":"W7019753198","doi":"","title":"Indigenising &amp; Decolonising Social Innovation: Lessons for Systemic Design","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Harm; Colonialism; Leverage (statistics); Maslow's hierarchy of needs; Hybridity","score_opus":0.26753775282461206,"score_gpt":0.3911967055166532,"score_spread":0.12365895269204114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019753198","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013919326,0.00013666802,0.0051191063,0.00051611674,0.00045231506,0.006106651,0.0008105687,0.00067915575,0.98478746],"genre_scores_gemma":[0.005550189,0.00006227965,0.003695992,0.000028410794,0.00046356776,0.000009996862,0.0007508001,0.0010151058,0.98842365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885781,0.004859068,0.00052119873,0.0021072833,0.0020697273,0.0018646525],"domain_scores_gemma":[0.9947587,0.000702249,0.0012126785,0.0014202715,0.0014919678,0.00041407958],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0040631355,0.0008410366,0.0012213781,0.008837584,0.01006367,0.00090611953,0.0057860324,0.0012253368,0.0001267907],"category_scores_gemma":[0.00019685739,0.00121332,0.00041012047,0.010175742,0.001184504,0.0011784887,0.002330902,0.0024066113,0.0003900189],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012983902,0.0002336797,0.00011158139,0.00022322178,0.00069976,0.0012209801,0.0008446947,0.00006023679,0.002601588,0.6880591,0.30443427,0.00021249891],"study_design_scores_gemma":[0.00337765,0.0002568208,0.00007113461,0.00037954922,0.00036102926,0.00016105462,0.005734518,0.000052036834,0.00020097398,0.00008434736,0.98811877,0.0012020948],"about_ca_topic_score_codex":0.002680238,"about_ca_topic_score_gemma":0.0009497367,"teacher_disagreement_score":0.68797475,"about_ca_system_score_codex":0.011165154,"about_ca_system_score_gemma":0.0055519845,"threshold_uncertainty_score":0.99989486},"labels":[],"label_agreement":null},{"id":"W7020738602","doi":"","title":"Loss: On Sadness and Storytelling","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Narrative; Sadness; Depression (economics); Population; Mental health; Distress; Anxiety","score_opus":0.06401964537368122,"score_gpt":0.3003930646537385,"score_spread":0.23637341928005728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020738602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00426776,0.00029297723,0.000041510157,0.00013163181,0.00058228394,0.00263307,0.00032814982,0.0004771119,0.9912455],"genre_scores_gemma":[0.006084331,0.0008418684,0.0002199551,0.000024505307,0.00027618185,6.260989e-7,0.000082197555,0.0008517433,0.9916186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99118084,0.0026872081,0.00026861182,0.002387203,0.0019621903,0.0015139476],"domain_scores_gemma":[0.99525225,0.00045266416,0.00051358616,0.0022469023,0.00056538335,0.000969216],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0014205701,0.0009042441,0.0011709479,0.0056898934,0.0017614011,0.00056040136,0.004746213,0.0013379655,0.00003740115],"category_scores_gemma":[0.00007174407,0.0011412187,0.00027899863,0.0028913473,0.002017961,0.0010252759,0.0022222016,0.0027706616,0.004174996],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014442889,0.00030528096,0.0008885482,0.00023339795,0.0005370146,0.004776465,0.0003047571,0.000030916726,0.0004702951,0.82538044,0.16533433,0.00029423006],"study_design_scores_gemma":[0.0032243833,0.0005055548,0.0003158703,0.0011999131,0.00020080655,0.00005003241,0.0024449253,0.00006145655,0.00020893417,0.000018556802,0.99058187,0.0011876707],"about_ca_topic_score_codex":0.0064521,"about_ca_topic_score_gemma":0.00087849365,"teacher_disagreement_score":0.8253619,"about_ca_system_score_codex":0.0030301735,"about_ca_system_score_gemma":0.0015813974,"threshold_uncertainty_score":0.9999585},"labels":[],"label_agreement":null},{"id":"W7020778515","doi":"","title":"Making Futures Present: A postcard from the future clears up your vision of the horizon","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Futures contract; Feeling; Scenario planning; Experiential learning; License; Work (physics)","score_opus":0.05715637821921044,"score_gpt":0.32171932291512023,"score_spread":0.2645629446959098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020778515","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011498319,0.0012085411,0.0000060748935,0.0011887045,0.0018365736,0.0033221848,0.0018151825,0.0002552249,0.9788692],"genre_scores_gemma":[0.021235067,0.0005398359,0.000115878946,0.000036053352,0.0012277574,0.0000017221514,0.00018522522,0.0006530074,0.97600543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9847942,0.007963238,0.00039058574,0.0018458002,0.0037248565,0.0012813265],"domain_scores_gemma":[0.99352574,0.00051076344,0.001094727,0.003850337,0.0006307841,0.00038766008],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["open_science"],"category_scores_codex":[0.0016382383,0.0008207676,0.0010087156,0.0018223332,0.005145436,0.00050020346,0.013904591,0.0010069149,0.00031333754],"category_scores_gemma":[0.00008739398,0.0006949459,0.00083861133,0.005240311,0.001980381,0.00085285155,0.010122213,0.0042739557,0.00020989469],"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":[0.002190766,0.00023418602,0.001969372,0.00007040314,0.0009811426,0.00097555283,0.001456376,0.00004536849,0.0010048387,0.53120756,0.45887828,0.0009861612],"study_design_scores_gemma":[0.0021189798,0.00040420084,0.005876084,0.00052625267,0.00043729687,0.000025941888,0.03237901,0.00003259214,0.00013665057,0.000036144287,0.95733523,0.00069158897],"about_ca_topic_score_codex":0.019117413,"about_ca_topic_score_gemma":0.0059739035,"teacher_disagreement_score":0.53117144,"about_ca_system_score_codex":0.0022035837,"about_ca_system_score_gemma":0.0017624683,"threshold_uncertainty_score":0.99955016},"labels":[],"label_agreement":null},{"id":"W7020858974","doi":"","title":"Memory and Fiction in Gothic Spaces","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sublime; Exhibition; Triad (sociology); Identity (music); Painting; Space (punctuation); Representation (politics)","score_opus":0.06289975906712855,"score_gpt":0.36241342084352873,"score_spread":0.29951366177640015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020858974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47999963,0.00016840322,0.0000018189602,0.000051004426,0.00059261516,0.00062102405,0.000018370929,0.000038619753,0.5185085],"genre_scores_gemma":[0.29587364,0.00019878533,0.000051156767,0.000006587861,0.000078423225,0.0000016773325,0.00014305452,0.000038874634,0.7036078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957182,0.0014232739,0.0002390949,0.0012432489,0.0006159777,0.00076022936],"domain_scores_gemma":[0.99793774,0.00017409908,0.00022746332,0.0007988488,0.0005113874,0.00035043943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000805818,0.00038516548,0.0005160719,0.0017329033,0.0012357571,0.00028207534,0.0015705444,0.00096620363,0.000048974656],"category_scores_gemma":[0.00002845258,0.00050324434,0.00013152834,0.0013141109,0.00061922503,0.00077883096,0.0003673991,0.0016207716,0.00018225373],"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":[0.005161073,0.0006219135,0.019195681,0.00019620417,0.00037569244,0.006956385,0.011473047,6.652853e-7,0.0025508911,0.937448,0.0072464943,0.008773938],"study_design_scores_gemma":[0.0052485196,0.00092258875,0.23814343,0.0007410287,0.0004440336,0.000093738476,0.15280251,0.000012250737,0.0017233955,0.00008729272,0.5983902,0.0013909776],"about_ca_topic_score_codex":0.014443183,"about_ca_topic_score_gemma":0.0067563853,"teacher_disagreement_score":0.9373607,"about_ca_system_score_codex":0.0007929796,"about_ca_system_score_gemma":0.0007219324,"threshold_uncertainty_score":0.9997419},"labels":[],"label_agreement":null},{"id":"W7020879270","doi":"","title":"Now and then: Co-designing systems smart enough for the future","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Environmental and Biological Research in Conflict Zones","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Sustainability; Presentation (obstetrics); Mental health; Service (business); Service design; Healthcare system; Sociotechnical system","score_opus":0.0487391970016526,"score_gpt":0.2844922950559594,"score_spread":0.2357530980543068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020879270","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007884539,0.0004862952,0.0005206305,0.00087060186,0.00022882456,0.0023286976,0.00009219948,0.00007292234,0.9946114],"genre_scores_gemma":[0.007625691,0.0025938654,0.0002858431,0.00004706877,0.00032272146,0.0000046563814,0.00003337165,0.00009060317,0.9889962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961414,0.0010636117,0.00014973847,0.00097516284,0.00085541705,0.00081469846],"domain_scores_gemma":[0.9979108,0.00073150836,0.00017760895,0.00072383793,0.000033887205,0.00042238054],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013805502,0.00036313778,0.00042821871,0.00020736865,0.002050961,0.00031050754,0.0026837897,0.0005533751,0.00009044187],"category_scores_gemma":[0.000033498134,0.00027742123,0.00014330276,0.00039699435,0.0021337925,0.00028893043,0.0016956587,0.0008660266,0.00027706567],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086441135,0.00022599359,0.007399528,0.00019248575,0.00041128678,0.0004513025,0.00022118055,0.00004911455,0.0034034434,0.5988475,0.38416103,0.0037727254],"study_design_scores_gemma":[0.00078128546,0.0003948391,0.0015628769,0.000107487875,0.00005430205,0.000015088857,0.00192941,0.00018806376,0.00011915568,0.00001770543,0.99446,0.00036977377],"about_ca_topic_score_codex":0.0031724519,"about_ca_topic_score_gemma":0.00078322756,"teacher_disagreement_score":0.610299,"about_ca_system_score_codex":0.0006365787,"about_ca_system_score_gemma":0.000084363826,"threshold_uncertainty_score":0.9999678},"labels":[],"label_agreement":null},{"id":"W7020879283","doi":"","title":"MOBILE-EYES&#13;\\nFOR CHANGE&#13;\\nImmersive Reality Technologies and the Design of Human Services: &#13;\\n(A CASE STUDY IN AUTISM SPECTRUM DISORDER)","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Education Methods and Tools","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":"Ontario College of Art and Design","funders":"","keywords":"Feeling; Virtual reality; Autism; Human Dimension; Fidelity; Through-the-lens metering; Emerging technologies; Lived experience","score_opus":0.27343603595977695,"score_gpt":0.4551352879953929,"score_spread":0.18169925203561593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020879283","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0694813,0.0004595235,0.0008554066,0.0010388424,0.0004281861,0.008597339,0.00014615175,0.00011236056,0.9188809],"genre_scores_gemma":[0.40609637,0.00055485213,0.00034042393,0.000012854631,0.00007044935,0.000015030502,0.000012160101,0.00008345847,0.5928144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9885102,0.006660662,0.000607414,0.0016499287,0.001762952,0.00080887513],"domain_scores_gemma":[0.9929022,0.0017296794,0.001538372,0.0029230488,0.00070693623,0.00019973087],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.010488696,0.0005622913,0.0013583638,0.003445508,0.002885092,0.00071894244,0.006976514,0.0006917498,0.00002399257],"category_scores_gemma":[0.00045260787,0.0004681904,0.00019949427,0.0031327968,0.0038416279,0.0012532395,0.0034819865,0.0015449758,0.000019044219],"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":[0.0016632387,0.0012895104,0.045394663,0.00021592651,0.00069314044,0.010375529,0.021056378,0.000024501487,0.00007312857,0.9018057,0.009002192,0.008406071],"study_design_scores_gemma":[0.0091854045,0.0017922289,0.011236203,0.00071840035,0.00023891368,0.00019132602,0.57674176,0.00028857146,0.00010797628,0.0045968606,0.39376193,0.001140399],"about_ca_topic_score_codex":0.21172711,"about_ca_topic_score_gemma":0.08231742,"teacher_disagreement_score":0.89720887,"about_ca_system_score_codex":0.0005223199,"about_ca_system_score_gemma":0.0007465616,"threshold_uncertainty_score":0.99977696},"labels":[],"label_agreement":null},{"id":"W7020898735","doi":"","title":"Meltdown&#13;\\nAn Investigation of a Seascape in Two Film Forms","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seascape; Exhibition; Narrative; Movie theater; Representation (politics); Embodied cognition; Iceberg; Tourism; Fishing; Photography","score_opus":0.04614205857439563,"score_gpt":0.28693296711026745,"score_spread":0.24079090853587182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020898735","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39802095,0.000057455603,3.0203984e-7,0.000060310165,0.00025367722,0.000499521,0.00012013631,0.000016804419,0.60097086],"genre_scores_gemma":[0.5021759,0.00009615465,0.00001882015,0.000008745477,0.000077118166,7.340853e-7,0.0006464807,0.000022546094,0.4969535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972882,0.00048119,0.00027965422,0.00069858466,0.0006952669,0.0005571059],"domain_scores_gemma":[0.99816287,0.00010285276,0.00033684203,0.0007765921,0.00035358188,0.0002672698],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005258637,0.00034215068,0.0005468553,0.0009900987,0.0019409851,0.00053792016,0.0021414885,0.00026787538,0.00004795748],"category_scores_gemma":[0.000028644268,0.00039272854,0.0001984367,0.00020604634,0.00092833786,0.002218586,0.00030769626,0.0011406589,0.00004939262],"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":[0.0006955333,0.00012885267,0.00292148,0.0002914146,0.00010273919,0.0005392222,0.0149972495,0.000008694163,0.0010393644,0.9778554,0.0010501606,0.0003698985],"study_design_scores_gemma":[0.00402266,0.0005079671,0.035594534,0.0019344833,0.00023934145,0.000010211778,0.08596153,0.00008281739,0.0037485615,0.0015620934,0.86517274,0.0011630539],"about_ca_topic_score_codex":0.014084434,"about_ca_topic_score_gemma":0.057963964,"teacher_disagreement_score":0.9762933,"about_ca_system_score_codex":0.00063147774,"about_ca_system_score_gemma":0.0005027119,"threshold_uncertainty_score":0.9998525},"labels":[],"label_agreement":null},{"id":"W7020992064","doi":"","title":"Navigating Financial Systems: Addressing Digital Banking Barriers for East Asian Immigrants in Canada","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chatbot; Thematic analysis; Participatory design; Usability; Focus group; Financial inclusion; Session (web analytics); Financial services; Autonomy","score_opus":0.040374461792168574,"score_gpt":0.2915972363243881,"score_spread":0.25122277453221953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020992064","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005025091,0.00024435436,0.00015521926,0.00013614487,0.0008413493,0.003872023,0.0033983164,0.0002031785,0.98612434],"genre_scores_gemma":[0.15355477,0.000026745525,0.00017351205,0.000014611526,0.00026012096,0.000004253336,0.00031639254,0.00047296114,0.84517664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99205744,0.0015272691,0.0005359588,0.0019939826,0.0017896743,0.0020956607],"domain_scores_gemma":[0.99591315,0.00034289566,0.00071529637,0.0012599921,0.0008130143,0.00095563155],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011811063,0.0008714645,0.0013713335,0.002403295,0.0024837127,0.0010938405,0.0047876807,0.00091118534,0.000013143413],"category_scores_gemma":[0.00051089376,0.0012022329,0.00030944243,0.0043555656,0.00071610155,0.0016183659,0.0016772003,0.0028813218,0.000048373542],"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":[0.0024148203,0.00018635507,0.015170395,0.001440787,0.00078149774,0.012540951,0.001307728,0.0003714873,0.00021160231,0.82471055,0.13769603,0.0031677901],"study_design_scores_gemma":[0.004473151,0.00012557967,0.00069945713,0.010368978,0.00016596333,0.000029675786,0.033907384,0.00061202276,0.00004821615,0.00001501499,0.9481351,0.001419496],"about_ca_topic_score_codex":0.9257681,"about_ca_topic_score_gemma":0.89928436,"teacher_disagreement_score":0.8246955,"about_ca_system_score_codex":0.01575329,"about_ca_system_score_gemma":0.029745113,"threshold_uncertainty_score":0.99994314},"labels":[],"label_agreement":null},{"id":"W7021001784","doi":"","title":"microMACRO: An Exploration of Regenerative Placemaking with&#13;\\nlocal communities for transformative change","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Transformative learning; Citizen journalism; Face (sociological concept); Value (mathematics); Ethnography; Participatory design; Participatory planning; Drone","score_opus":0.30372291923688227,"score_gpt":0.3701718598579099,"score_spread":0.06644894062102763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021001784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076500047,0.000085270585,0.0024338204,0.00012688815,0.0002060573,0.006566361,0.0024797958,0.00070584175,0.979746],"genre_scores_gemma":[0.043038294,0.00037598968,0.0014073534,0.000012080508,0.00025010275,0.00002378366,0.0008953804,0.0013678349,0.9526292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930274,0.0032017843,0.0003742761,0.000989418,0.001290193,0.001116935],"domain_scores_gemma":[0.99538505,0.0005157602,0.00076132437,0.0013654317,0.0015024919,0.0004699342],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014503201,0.00075454003,0.0011739092,0.004282883,0.0022674438,0.00030770438,0.0033997444,0.0008405586,0.000010530485],"category_scores_gemma":[0.000029716772,0.00087523804,0.00026964303,0.0032547025,0.0023274284,0.006158713,0.0007075021,0.0013595119,0.00009501023],"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":[0.006883742,0.0005150814,0.00021400189,0.0005048077,0.001234466,0.0006599788,0.025422852,0.00009017973,0.0017694792,0.9470314,0.015268147,0.00040587608],"study_design_scores_gemma":[0.00792264,0.0034971077,0.00014563541,0.003004447,0.00053744443,0.000026417763,0.17621426,0.00089256297,0.005682277,0.00006093688,0.8003852,0.0016311174],"about_ca_topic_score_codex":0.032117583,"about_ca_topic_score_gemma":0.11278292,"teacher_disagreement_score":0.94697046,"about_ca_system_score_codex":0.0019646517,"about_ca_system_score_gemma":0.0011339028,"threshold_uncertainty_score":0.99936986},"labels":[],"label_agreement":null},{"id":"W7021058125","doi":"","title":"Navigating Uncertainty","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Relation (database); Focus (optics); Work (physics); Anxiety; Order (exchange)","score_opus":0.14605899097593647,"score_gpt":0.3606016609522559,"score_spread":0.2145426699763194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021058125","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07819552,0.000106927226,0.000004049264,0.00017422558,0.0010500097,0.0008299362,0.00019756395,0.00013670641,0.9193051],"genre_scores_gemma":[0.16171639,0.00010606213,0.00004220154,0.000033883814,0.0005981828,7.8182404e-7,0.00093689404,0.000059677255,0.83650595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955119,0.0009382233,0.00029958918,0.000981627,0.0012280922,0.0010406014],"domain_scores_gemma":[0.9957627,0.00018666947,0.00033567403,0.0008296718,0.0022069006,0.000678372],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009157227,0.0004772216,0.0006340557,0.000438395,0.0043445798,0.00084115175,0.0026475207,0.0004950936,0.000033412063],"category_scores_gemma":[0.000077398465,0.00057758234,0.00027709687,0.000061979306,0.0010883289,0.0014157669,0.00053526857,0.0023159436,0.00021080302],"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":[0.0005379271,0.00014301333,0.000051675794,0.00012494685,0.00021842885,0.0009801851,0.06617182,0.000021250682,0.00006360955,0.9195673,0.010903144,0.0012167305],"study_design_scores_gemma":[0.0010372112,0.00023746367,0.00006138781,0.00040652067,0.0001486007,0.0000065841045,0.116291255,0.000115577015,0.00011295067,0.0008924636,0.8800853,0.00060469034],"about_ca_topic_score_codex":0.050396994,"about_ca_topic_score_gemma":0.08651621,"teacher_disagreement_score":0.9186748,"about_ca_system_score_codex":0.0019267943,"about_ca_system_score_gemma":0.0022266502,"threshold_uncertainty_score":0.99998575},"labels":[],"label_agreement":null},{"id":"W7024012563","doi":"","title":"Queer Connections: Cultural Transmission and Intergenerational Relationships in the 2SLGBTQIA+ Community","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Cultural transmission in animals; Queer; Cultural diversity; Cultural values; Cultural group selection; Transmission (telecommunications)","score_opus":0.18357260986869525,"score_gpt":0.3449292840468773,"score_spread":0.16135667417818203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024012563","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010075701,0.00016098865,0.00009508178,0.00089737016,0.00019534367,0.0017616383,0.00020489516,0.00040213327,0.9862068],"genre_scores_gemma":[0.049096685,0.0006549943,0.00022936049,0.000017405242,0.0001206567,0.0000030180602,0.00019637396,0.00036911658,0.9493124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98499405,0.012125688,0.00028179307,0.00080524874,0.0011075824,0.000685618],"domain_scores_gemma":[0.9966994,0.0012265526,0.0002446442,0.001052913,0.00043963708,0.00033686543],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037035353,0.00045961776,0.0005039482,0.002923541,0.004596108,0.0004945189,0.0029999735,0.0007734783,0.000021366077],"category_scores_gemma":[0.00023561539,0.00044889838,0.00017271614,0.0039495314,0.0013868411,0.0012794663,0.00083444215,0.0045967894,0.00032736993],"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":[0.00038494114,0.00024007715,0.0026080345,0.000059286365,0.0001953398,0.0006195974,0.0031002148,0.00004133407,0.00031320556,0.8438742,0.14842436,0.000139389],"study_design_scores_gemma":[0.0018726815,0.00016319947,0.0076011815,0.00059862743,0.00011129391,0.000057952824,0.02602146,0.00020100828,0.000032062748,0.00011218767,0.96269995,0.00052839646],"about_ca_topic_score_codex":0.030898523,"about_ca_topic_score_gemma":0.0476798,"teacher_disagreement_score":0.84376204,"about_ca_system_score_codex":0.0015965097,"about_ca_system_score_gemma":0.0006699058,"threshold_uncertainty_score":0.9997963},"labels":[],"label_agreement":null},{"id":"W7024180918","doi":"","title":"Random-Access Memories","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Black Holes and Theoretical 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":"Ontario College of Art and Design","funders":"","keywords":"Shot (pellet); Narrative; TRACE (psycholinguistics); Set (abstract data type); Subject (documents); Everyday life","score_opus":0.03189906439581949,"score_gpt":0.3231381257735359,"score_spread":0.2912390613777164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024180918","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08047822,0.00007705406,0.00016135546,0.00012988923,0.0008085425,0.00091930135,0.00010628565,0.0000838357,0.9172355],"genre_scores_gemma":[0.47993863,0.00004224232,0.00003159976,0.0000046631694,0.00030712757,9.950285e-7,0.0004416043,0.000050593717,0.51918256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963017,0.0006793044,0.00024988962,0.0011109402,0.0008504765,0.00080767344],"domain_scores_gemma":[0.9975733,0.00023178468,0.00018647761,0.00082726637,0.0007313519,0.00044978928],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005180305,0.00049122644,0.00069695094,0.0006209542,0.0016956294,0.0012118979,0.0034231348,0.0003671504,0.000043154916],"category_scores_gemma":[0.0000103025895,0.0005588099,0.00044640712,0.0015817671,0.0005927511,0.001278319,0.0010011721,0.0019808193,0.00031234475],"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":[0.0013569811,0.00019419001,0.0002418471,0.00017973881,0.00056031044,0.0005194439,0.0007321767,0.000016086975,0.00015055663,0.9914916,0.0035320516,0.0010249728],"study_design_scores_gemma":[0.004458354,0.00031377882,0.00059684005,0.0010684256,0.000933604,0.0000042889724,0.030664816,0.00019909846,0.0080418745,0.08624946,0.8657517,0.0017177919],"about_ca_topic_score_codex":0.0033809936,"about_ca_topic_score_gemma":0.00019492624,"teacher_disagreement_score":0.9052422,"about_ca_system_score_codex":0.00045798972,"about_ca_system_score_gemma":0.0012085921,"threshold_uncertainty_score":0.99982494},"labels":[],"label_agreement":null},{"id":"W7024241891","doi":"","title":"Responsible, Sustainable Production and Consumption through the lens of Inclusion and Diversity.","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Sustainability; Inclusion (mineral); Consumption (sociology); Production (economics); Sustainable consumption; Immigration; Sustainable development; Product (mathematics); Social exclusion","score_opus":0.05194559815452137,"score_gpt":0.2956143282971589,"score_spread":0.2436687301426375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024241891","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008969006,0.0003129159,0.022129761,0.0012585579,0.00019206725,0.0013313239,0.000006804983,0.00010996185,0.9737617],"genre_scores_gemma":[0.014606623,0.002430112,0.0017814607,0.00001940266,0.000031989024,2.679346e-7,0.0000056738013,0.000029877847,0.9810946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964102,0.001302269,0.0001604567,0.0008388923,0.0008050936,0.0004831219],"domain_scores_gemma":[0.99770975,0.00029195938,0.00031138794,0.0010285337,0.000545567,0.00011278443],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0011456744,0.00025743322,0.0003647796,0.0010804378,0.00409065,0.00024176476,0.0027882224,0.00035190186,0.0000028307313],"category_scores_gemma":[0.00016808302,0.00026296274,0.00006581422,0.0013164561,0.0011919698,0.0014561088,0.020568762,0.0007806234,0.0000052339965],"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":[0.00020569703,0.000039746537,0.00096889155,0.00029020564,0.00013676574,0.00022140626,0.0014748186,0.00041468,0.00011123076,0.98276466,0.013218328,0.00015356492],"study_design_scores_gemma":[0.0009857275,0.00031143322,0.0011357482,0.0006943286,0.00013162887,0.000019872163,0.00314211,0.0010778251,0.0003173285,0.00039395128,0.99138296,0.00040706017],"about_ca_topic_score_codex":0.007832423,"about_ca_topic_score_gemma":0.000313982,"teacher_disagreement_score":0.98237073,"about_ca_system_score_codex":0.0005100877,"about_ca_system_score_gemma":0.00084014214,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W7024511516","doi":"","title":"Review: John Ruskin: Artist and observer, National Gallery of Canada, 14 February–11 May 2014 and Scottish National Portrait Gallery, 4 July–29 September 2014 Christopher Newall, ed., John Ruskin: Artist and Observer, exhibition catalogue, National Portrait Gallery of Scotland and National Gallery of Canada, Paul Holberton Publishing, London, 2014, Paperback, 376 pp., 150 colour illustrations, $65, ISBN-10: 190737257, ISBN-13: 978-1907372575","year":2014,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Portrait; Painting; Performance art; Object (grammar)","score_opus":0.028857137293985757,"score_gpt":0.23166373621792424,"score_spread":0.20280659892393849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024511516","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053837564,0.011365565,0.000015141787,0.0078478465,0.0006169496,0.0016497964,0.0023734244,0.000049558348,0.92224413],"genre_scores_gemma":[0.6395138,0.016572412,0.00035324777,0.00092157524,0.00070837815,0.000015308058,0.0020698053,0.00008681592,0.33975866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941185,0.0006637414,0.0008548072,0.0009893064,0.0027329812,0.0006406791],"domain_scores_gemma":[0.9930763,0.00052357436,0.00080919254,0.00029443382,0.0047569373,0.00053953583],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018899285,0.00050944404,0.00089583243,0.0003660023,0.0022403293,0.00033855,0.0006786148,0.00029516197,0.00019654112],"category_scores_gemma":[0.00040713788,0.00056152465,0.00015847072,0.00034147056,0.001729718,0.0024439134,0.0005418092,0.00067072833,0.000004689371],"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":[0.0003128867,0.00022249165,0.00389782,0.0005836675,0.000306271,0.00007435741,0.00040202806,0.000025576088,0.00013787198,0.1863194,0.807661,0.00005664567],"study_design_scores_gemma":[0.0019698504,0.0002459227,0.07457213,0.00059738307,0.00011050391,0.00006506592,0.0010132304,0.00007873611,0.000044207547,0.000282098,0.92042255,0.00059829524],"about_ca_topic_score_codex":0.38071305,"about_ca_topic_score_gemma":0.9152289,"teacher_disagreement_score":0.5856762,"about_ca_system_score_codex":0.0011901956,"about_ca_system_score_gemma":0.0052364594,"threshold_uncertainty_score":0.9996836},"labels":[],"label_agreement":null},{"id":"W7024609949","doi":"","title":"Sentimental Objects, Meaningful Connections:&#13;\\nDesigning a Narrative-Based Framework to Support the Passing of Significant Personal Belongings into New Hands.","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Storytelling; Baby boomers; Population; Object (grammar); Value (mathematics); Dispose pattern; Phenomenon","score_opus":0.05381792379057674,"score_gpt":0.3127357191974424,"score_spread":0.25891779540686566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024609949","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009961155,0.00012203118,0.0020648004,0.0007924519,0.0004419066,0.0039812783,0.00030486286,0.0004131224,0.9819184],"genre_scores_gemma":[0.1298448,0.00002609824,0.002475427,0.00007582095,0.0002429022,0.000005330655,0.0002482317,0.0006066831,0.8664747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98891306,0.0040006335,0.0004901968,0.0020658714,0.0030255567,0.0015047122],"domain_scores_gemma":[0.99474746,0.0009805134,0.00093121995,0.001522164,0.0006935676,0.0011250995],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024636628,0.0009141931,0.0011994385,0.0049785413,0.0058818622,0.0006357969,0.005026924,0.00072052213,0.0010371871],"category_scores_gemma":[0.00028715015,0.0010304963,0.0005786722,0.0071550827,0.001747075,0.000792483,0.0026304196,0.0032894271,0.00025359076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0049776337,0.0009902033,0.004581969,0.0003109246,0.002599849,0.004856139,0.04895636,0.00047323873,0.010077938,0.43245018,0.48904848,0.0006771123],"study_design_scores_gemma":[0.0039537647,0.0018616926,0.00024381644,0.001152808,0.00051303505,0.00004929215,0.13200977,0.00035697353,0.0025164078,0.000043099146,0.85589975,0.0013995833],"about_ca_topic_score_codex":0.040963303,"about_ca_topic_score_gemma":0.0048904945,"teacher_disagreement_score":0.43240705,"about_ca_system_score_codex":0.0058290763,"about_ca_system_score_gemma":0.0068196896,"threshold_uncertainty_score":0.999876},"labels":[],"label_agreement":null},{"id":"W7024649460","doi":"","title":"SKATING TOWARDS EQUITY: A NEW ERA OF DIVERSITY AND INCLUSION IN THE NHL","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Inclusion (mineral); Transformative learning; Commit; Diversity (politics); Identity (music); Injustice; Disappointment","score_opus":0.1343169691639387,"score_gpt":0.3642422423403969,"score_spread":0.22992527317645822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024649460","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012163364,0.0009029816,0.000030349669,0.0006156991,0.00022191275,0.0020647317,0.00022106495,0.00019083948,0.98358905],"genre_scores_gemma":[0.08839443,0.00058120466,0.00036167676,0.000033721135,0.00017047605,4.0850662e-7,0.0000374586,0.00031349744,0.91010714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99093723,0.0029532432,0.00035383034,0.0015952146,0.003029628,0.0011308665],"domain_scores_gemma":[0.996816,0.0003191612,0.00047801403,0.0014634505,0.00036444602,0.0005589594],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["open_science"],"category_scores_codex":[0.0041859993,0.00065419154,0.001005418,0.003618697,0.0049330476,0.0003366203,0.007865996,0.00090744137,0.00002372729],"category_scores_gemma":[0.00015114518,0.00066866446,0.0002898776,0.005408938,0.0015682497,0.00097505917,0.1309397,0.0034084914,0.00018095128],"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":[0.0009157291,0.00031292613,0.0013008001,0.0005731561,0.00044959638,0.0058336533,0.017387373,0.000006849935,0.00067053,0.84663063,0.12259743,0.0033213357],"study_design_scores_gemma":[0.003027528,0.00044559722,0.0011981364,0.0025532583,0.00041933358,0.000064659085,0.012128819,0.00009308765,0.0001553781,0.0009731112,0.97807014,0.0008709227],"about_ca_topic_score_codex":0.10615182,"about_ca_topic_score_gemma":0.011155801,"teacher_disagreement_score":0.85547274,"about_ca_system_score_codex":0.0022095558,"about_ca_system_score_gemma":0.0020609107,"threshold_uncertainty_score":0.99957645},"labels":[],"label_agreement":null},{"id":"W7024738322","doi":"","title":"Smart specialization in non-metro canadian regions","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Metropolitan area; Commercialization; Population; Consumption (sociology); Production (economics); Economies of agglomeration; Regional policy; Face (sociological concept)","score_opus":0.03309947057887494,"score_gpt":0.29539924993085503,"score_spread":0.2622997793519801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024738322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072632157,0.0000060570655,0.00044473808,0.00019350735,0.0003905307,0.0007065421,0.00014551672,0.00003277896,0.9908171],"genre_scores_gemma":[0.18829417,0.000019877998,0.00008509546,0.000006758137,0.00030998586,6.6923093e-7,0.00013675954,0.00009390161,0.8110528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976747,0.00046248722,0.00016012469,0.00065777806,0.0003475337,0.0006973891],"domain_scores_gemma":[0.9983372,0.00006988746,0.00015695511,0.0006635665,0.0002609564,0.0005114255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029995412,0.00026543287,0.00034582498,0.0019850489,0.00090251496,0.00024132413,0.001373516,0.00027661043,0.00026804706],"category_scores_gemma":[0.000008285261,0.0003522184,0.00013686171,0.001564357,0.0003876864,0.0004280685,0.00031053892,0.0006594493,0.000505368],"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":[0.00005148774,0.00013461425,0.012863045,0.000012125927,0.00013371812,0.0003867043,0.00012858986,0.000009563812,0.000043447384,0.8738327,0.11229454,0.00010947141],"study_design_scores_gemma":[0.00078739214,0.000085209365,0.001945555,0.00025132034,0.00004465765,0.000002262243,0.0017101476,0.00089568755,0.000040731924,0.00019393061,0.9936678,0.00037531878],"about_ca_topic_score_codex":0.62475604,"about_ca_topic_score_gemma":0.5335115,"teacher_disagreement_score":0.8813732,"about_ca_system_score_codex":0.0013111478,"about_ca_system_score_gemma":0.0014104081,"threshold_uncertainty_score":0.999893},"labels":[],"label_agreement":null},{"id":"W7024750089","doi":"","title":"Strategic Foresight in Métis Communities: Lessons from Indigenous Futurism","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Origins and Evolution of Life","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":"Futures studies; Indigenous; Futures contract; Privilege (computing); Power (physics); Subject (documents)","score_opus":0.07345083432587134,"score_gpt":0.3119513430981191,"score_spread":0.23850050877224777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024750089","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021503014,0.00012798527,0.000102372345,0.00017414204,0.0003777985,0.0011458383,0.00097544806,0.00007938597,0.975514],"genre_scores_gemma":[0.14826365,0.00017471559,0.00014163768,0.000009167252,0.0003420833,9.313982e-7,0.00040093466,0.00014714709,0.8505197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962169,0.0011698666,0.00023006606,0.00073603686,0.0006653711,0.0009817568],"domain_scores_gemma":[0.9977435,0.00018612939,0.00029690404,0.0012297848,0.00018555012,0.00035816655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004067835,0.00046211167,0.0007187081,0.0014398617,0.0012276311,0.00033251563,0.003141361,0.0005293756,0.00019691298],"category_scores_gemma":[0.0000015476988,0.00056756265,0.00023100802,0.0009776497,0.0004965825,0.0005694235,0.0010916215,0.0017813364,0.00032649736],"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":[0.00016121635,0.00031583192,0.009813772,0.00003980106,0.0003581093,0.00042719088,0.0009763978,0.000024265826,0.00003087419,0.9487805,0.03884513,0.00022694611],"study_design_scores_gemma":[0.0021499067,0.00014196672,0.0011107675,0.0004104068,0.00006978306,0.0000015552962,0.025490914,0.0000612389,0.000032721364,0.0004351217,0.96946067,0.00063492666],"about_ca_topic_score_codex":0.2645077,"about_ca_topic_score_gemma":0.012071057,"teacher_disagreement_score":0.94834536,"about_ca_system_score_codex":0.0009003177,"about_ca_system_score_gemma":0.001615775,"threshold_uncertainty_score":0.9996776},"labels":[],"label_agreement":null},{"id":"W7024894384","doi":"","title":"The Thoughtful Explorer","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Mechanical and Optical Resonators","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":"Grocery shopping; Usability; Context (archaeology); Adaptation (eye); Consumer behaviour; Space (punctuation)","score_opus":0.03921903276839835,"score_gpt":0.2958305756038687,"score_spread":0.2566115428354704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024894384","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007436493,0.00013072792,0.0009852664,0.0005784714,0.00037146575,0.00088417943,0.000090096626,0.00009491942,0.9967905],"genre_scores_gemma":[0.0024420202,0.00020730318,0.00022257026,0.000016011492,0.00029983083,0.000001236295,0.000029045868,0.00009706826,0.9966849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638045,0.0009380354,0.00017908729,0.0008644623,0.0007772788,0.0008607161],"domain_scores_gemma":[0.9974859,0.00049109384,0.00016308296,0.0010765471,0.00031015545,0.00047326798],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00057060993,0.0003706963,0.00045887168,0.00045256864,0.0020110242,0.00038560064,0.003724365,0.00035943338,0.00011839244],"category_scores_gemma":[0.000034542998,0.00032316527,0.00030055875,0.0011411754,0.00070607127,0.0002562907,0.0017820916,0.0014043975,0.00032247207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015657968,0.00010510821,0.0001728749,0.000018292416,0.00029052675,0.00017449357,0.000027250062,7.517389e-7,0.000018730529,0.84554875,0.15038922,0.003097421],"study_design_scores_gemma":[0.0007507632,0.00007432869,0.000045470264,0.00019969622,0.000086346874,5.9425054e-7,0.0016068497,0.000036228914,0.00020184265,0.0014158492,0.99522877,0.00035328665],"about_ca_topic_score_codex":0.004770486,"about_ca_topic_score_gemma":0.0002144807,"teacher_disagreement_score":0.8448395,"about_ca_system_score_codex":0.00034112306,"about_ca_system_score_gemma":0.0010331218,"threshold_uncertainty_score":0.99992204},"labels":[],"label_agreement":null},{"id":"W7024904767","doi":"","title":"A Story of Unspoken Efforts of Elaine Drover&#13;\\nDesigning Hi-Tech Augmentative &amp; Alternative Communication Systems with Individuals with Cerebral Palsy","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Chemical Analysis and Environmental 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":"Augmentative and alternative communication; Cerebral palsy; Narrative; Augmentative; Assistive technology; Universal design; Embodied cognition","score_opus":0.0325715111612569,"score_gpt":0.2739536179021695,"score_spread":0.2413821067409126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024904767","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13436747,0.00018990236,0.00022828158,0.00005060253,0.000031349977,0.0010816427,0.00019343063,0.000041306484,0.863816],"genre_scores_gemma":[0.3827407,0.00021901455,0.00078648276,0.000004330172,0.000017632026,0.0000015166615,0.00010439648,0.000108026106,0.6160179],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959589,0.0011467889,0.00025145672,0.0008155837,0.0013438874,0.0004833627],"domain_scores_gemma":[0.99789214,0.00019010446,0.00062815315,0.00092113344,0.00006123823,0.00030722294],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009023706,0.00039991448,0.0007481435,0.00059928425,0.00040501214,0.0000867003,0.001847574,0.0002853203,0.00012339301],"category_scores_gemma":[0.000013763168,0.0003603459,0.00014929412,0.0012768474,0.0020096153,0.0005644037,0.0013942558,0.0009935612,0.0000806732],"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":[0.007920168,0.004967393,0.2892853,0.0028098123,0.019205635,0.003943337,0.022211181,0.014978345,0.03757823,0.3672391,0.22855979,0.0013017374],"study_design_scores_gemma":[0.006684566,0.0024029675,0.008794064,0.0064046257,0.0020564178,0.00008770309,0.021812433,0.00046338091,0.009218771,0.000099389785,0.9398411,0.0021346055],"about_ca_topic_score_codex":0.03535254,"about_ca_topic_score_gemma":0.0029871445,"teacher_disagreement_score":0.7112813,"about_ca_system_score_codex":0.0017293827,"about_ca_system_score_gemma":0.00014231085,"threshold_uncertainty_score":0.99988484},"labels":[],"label_agreement":null},{"id":"W7025178746","doi":"","title":"Using Foresight to develop eHealth intervention implementation strategy","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"eHealth; Futures studies; Government (linguistics); Psychological intervention; Flexibility (engineering); Participatory action research; Health care; Telemedicine; Quality of life (healthcare)","score_opus":0.221554183509865,"score_gpt":0.4401192138864309,"score_spread":0.21856503037656588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025178746","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005470081,0.000048924958,0.0010507717,0.00010784879,0.0004970425,0.004016631,0.0005741122,0.0009519854,0.9872826],"genre_scores_gemma":[0.006056967,0.000120985336,0.0014729844,0.000012743913,0.00022956253,0.0000021244105,0.00029519695,0.0012376385,0.9905718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911669,0.0030825054,0.000478162,0.001820327,0.0017886094,0.0016634795],"domain_scores_gemma":[0.9954493,0.00017643768,0.0006657731,0.0012481048,0.0014111974,0.0010491617],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022824246,0.0006934858,0.0008369046,0.007427242,0.0020593316,0.00058295444,0.0036900435,0.00076093775,0.00008175065],"category_scores_gemma":[0.00009394487,0.00093291333,0.0002597359,0.010113055,0.00048202495,0.0015121156,0.0023154381,0.0013296972,0.0020606122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008422161,0.00020954788,0.0012679136,0.00020608661,0.00058331515,0.0022654338,0.0004251882,0.000093615155,0.0010189075,0.8032053,0.18782511,0.0020573507],"study_design_scores_gemma":[0.0030371663,0.0005478092,0.0022044706,0.0009962621,0.00021378601,0.000025400586,0.009897796,0.00011026562,0.00046922322,0.00003595639,0.98144376,0.0010180782],"about_ca_topic_score_codex":0.08279909,"about_ca_topic_score_gemma":0.080567874,"teacher_disagreement_score":0.80316937,"about_ca_system_score_codex":0.0083470475,"about_ca_system_score_gemma":0.003430479,"threshold_uncertainty_score":0.99931216},"labels":[],"label_agreement":null},{"id":"W7025203210","doi":"","title":"UNDERSTANDING CREATIVE CANADA: CULTURAL POLICY, PUBLIC SENTIMENT, AND DIGITAL TAX REFORMS","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Tax policy; Tax reform; Government (linguistics); Tax revenue; Revenue; Tax avoidance; Order (exchange); Criticism; Public policy","score_opus":0.16606676798252198,"score_gpt":0.32742983698058264,"score_spread":0.16136306899806066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025203210","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005729905,0.000108890454,0.00044383606,0.0006544959,0.00006453625,0.0002772634,0.00029224367,0.00008740057,0.99749833],"genre_scores_gemma":[0.013094488,0.00034305578,0.0006435976,0.000015467569,0.0001734458,4.928449e-7,0.0003412281,0.00013543801,0.9852528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959785,0.00029680188,0.00023866742,0.0012508172,0.0012015341,0.0010337014],"domain_scores_gemma":[0.9973845,0.00018878578,0.0002919953,0.00076730334,0.00039088365,0.0009765306],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031836602,0.0005399125,0.0007007741,0.00055769685,0.0011780276,0.00076032087,0.0018026585,0.00065136404,0.00019041805],"category_scores_gemma":[0.00019536617,0.0005937017,0.00015563006,0.0012549803,0.0010696976,0.0006300235,0.00232974,0.0013173409,0.000007514122],"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":[0.00018542855,0.0001446426,0.0015378171,0.0004558654,0.0014522151,0.005495609,0.00019436065,7.7689515e-7,0.0013514595,0.9280246,0.060897417,0.0002598149],"study_design_scores_gemma":[0.0011705017,0.000025676121,0.00007679254,0.0005282409,0.000087157794,0.000075266675,0.015840722,0.00002760146,0.0016189936,0.00005410018,0.97974056,0.00075440336],"about_ca_topic_score_codex":0.25614366,"about_ca_topic_score_gemma":0.08265483,"teacher_disagreement_score":0.92797047,"about_ca_system_score_codex":0.012428128,"about_ca_system_score_gemma":0.0061626355,"threshold_uncertainty_score":0.99965143},"labels":[],"label_agreement":null},{"id":"W7025223050","doi":"","title":"Traces of Being:&#13;\\nPeople and Coyotes&#13;\\nin Urban and Suburban Canada","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Algebraic structures and combinatorial models","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":"Set (abstract data type); Citizen journalism; Observational study; Work (physics); Data collection","score_opus":0.027989743249344973,"score_gpt":0.2745515385193054,"score_spread":0.24656179526996044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025223050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7067387,0.00013999932,0.0000061564097,0.00006519883,0.00031850766,0.0006224936,0.000032131084,0.000025228213,0.2920516],"genre_scores_gemma":[0.84136015,0.00015470428,0.00008484837,0.0000063226917,0.00008038502,5.413665e-7,0.000079998885,0.000043105447,0.15818997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964584,0.00070449995,0.00033033013,0.0008776879,0.0010256142,0.00060345564],"domain_scores_gemma":[0.9969864,0.0007087938,0.0004338898,0.00067250663,0.0007296434,0.00046877444],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005943571,0.0004415833,0.00088798197,0.0005323447,0.0012710491,0.00018835318,0.0014902126,0.00058506295,0.0000039672886],"category_scores_gemma":[0.00016183173,0.0005184617,0.000118255004,0.00065337255,0.00041533157,0.00047935353,0.00047567041,0.0010081126,7.7690487e-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":[0.00068674795,0.0000696805,0.0038636362,0.00050175376,0.00025994805,0.00025507325,0.0017387812,0.0000021261628,0.00027717033,0.9893794,0.0027781113,0.0001875594],"study_design_scores_gemma":[0.021591522,0.0039402093,0.10581021,0.0045801587,0.0035374125,0.0001429667,0.11734949,0.0008848541,0.015343755,0.17090827,0.54863685,0.0072742836],"about_ca_topic_score_codex":0.40815166,"about_ca_topic_score_gemma":0.48146087,"teacher_disagreement_score":0.81847113,"about_ca_system_score_codex":0.0005927842,"about_ca_system_score_gemma":0.0018787683,"threshold_uncertainty_score":0.9997267},"labels":[],"label_agreement":null},{"id":"W7025596361","doi":"","title":"Working Elements of a Dynamic Public Transport System","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Wood Treatment and Properties","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 College of Art and Design","funders":"","keywords":"Public transport; Process (computing); Context (archaeology); Systems thinking; Semiotics; Key (lock); Intelligent transportation system; Passenger information","score_opus":0.04517174131234493,"score_gpt":0.2595407779842432,"score_spread":0.21436903667189827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025596361","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27615565,0.00067631504,0.000012522716,0.000019578605,0.000764954,0.0007442198,0.000037784735,0.0002498221,0.72133917],"genre_scores_gemma":[0.6794983,0.00033991368,0.0000831217,4.3284885e-7,0.000028927076,0.0000011194041,0.00033352192,0.000058112953,0.31965652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972788,0.0002977173,0.00032568426,0.000636547,0.0008036833,0.00065757806],"domain_scores_gemma":[0.99861383,0.00006232426,0.00012210812,0.0005806864,0.00036327922,0.00025779053],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045146068,0.00041562444,0.0005961938,0.0015179839,0.00067916035,0.00020699814,0.001750193,0.00049546425,0.0000036172705],"category_scores_gemma":[0.0000051619522,0.00048562544,0.00027374816,0.0015533428,0.00015991529,0.0007043518,0.00014973064,0.0010194787,0.00006094142],"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":[0.0008180935,0.00015865624,0.0020464573,0.0031349726,0.0024030993,0.00394045,0.0030465468,0.00010806995,0.0032682228,0.97762144,0.0006440125,0.0028099634],"study_design_scores_gemma":[0.0049683475,0.00096734473,0.0059168926,0.009811631,0.0022386136,0.00006303168,0.10534948,0.0076234397,0.008443587,0.00007617568,0.8517058,0.002835653],"about_ca_topic_score_codex":0.0008844899,"about_ca_topic_score_gemma":0.0024886413,"teacher_disagreement_score":0.97754526,"about_ca_system_score_codex":0.0020179497,"about_ca_system_score_gemma":0.0005948817,"threshold_uncertainty_score":0.99975955},"labels":[],"label_agreement":null},{"id":"W7026852730","doi":"","title":"Artists &amp; designers: An experiment in data visualization","year":2011,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visualization; General partnership; Data visualization; Relevance (law); Information visualization; Plan (archaeology); Curriculum; Focus (optics)","score_opus":0.39732114917756406,"score_gpt":0.44878890610369937,"score_spread":0.05146775692613531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026852730","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058447747,0.00008386172,0.0005299367,0.00012365058,0.00011543046,0.0015790887,0.00007696682,0.00013533112,0.991511],"genre_scores_gemma":[0.019437198,0.0004477226,0.001113805,0.000031777457,0.00017052182,7.715641e-7,0.0006105295,0.00016047148,0.9780272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99569184,0.0013645868,0.00019298206,0.0012545346,0.00079212716,0.0007039446],"domain_scores_gemma":[0.9968794,0.00008146714,0.0002044769,0.0019200888,0.00019968892,0.000714867],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007207911,0.00033162968,0.00072228967,0.0014045585,0.0004964786,0.000101008576,0.0021934046,0.00056668237,0.00006317763],"category_scores_gemma":[0.00004314447,0.0003974931,0.000081002734,0.0011993676,0.0005225408,0.0011696722,0.0012701523,0.0010218477,0.00018429298],"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":[0.0020321775,0.0033340815,0.0009497767,0.00028744023,0.00020891009,0.0023510498,0.0009687849,0.0000014298222,0.0021036116,0.922356,0.06487662,0.00053011096],"study_design_scores_gemma":[0.0024844254,0.0007153769,0.00091529684,0.0007442721,0.000107303174,0.000021132822,0.0013499428,0.00013216867,0.0004820636,0.000035307927,0.99256694,0.00044577048],"about_ca_topic_score_codex":0.024751198,"about_ca_topic_score_gemma":0.010036786,"teacher_disagreement_score":0.9276903,"about_ca_system_score_codex":0.0013388986,"about_ca_system_score_gemma":0.0015497867,"threshold_uncertainty_score":0.9998477},"labels":[],"label_agreement":null},{"id":"W7026895507","doi":"","title":"Awards: Acknowledging Absence and Situating Toronto’s &#13;\\nIncarcerated Women - 1919 - 1940","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oppression; Contemplation; Narrative; Lived experience; Period (music); Consumerism","score_opus":0.055601646778191814,"score_gpt":0.26744243426960457,"score_spread":0.21184078749141275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026895507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20170277,0.0005272911,0.00001952598,0.00005261915,0.0012316111,0.00055771676,0.0002951238,0.000059404574,0.7955539],"genre_scores_gemma":[0.14784618,0.0015254476,0.000072388226,0.000011260006,0.00012505415,0.0000020048687,0.000074716845,0.000038289745,0.85030466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996402,0.00022057263,0.00046153282,0.0016290738,0.0002224379,0.0010643747],"domain_scores_gemma":[0.9975694,0.00019102498,0.00058245065,0.00073157926,0.00045633782,0.00046923466],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001682172,0.00043782985,0.00091056485,0.00079878716,0.0030573218,0.0006254461,0.0019066667,0.00045372287,0.00025708548],"category_scores_gemma":[0.0001379231,0.0005514481,0.00017388855,0.00062297564,0.00059695326,0.0021959993,0.00091750605,0.0006308446,0.0014724421],"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":[0.000489967,0.00010098694,0.0031398304,0.0001510578,0.0005159046,0.00027644617,0.009491795,0.0000047600774,0.0002281211,0.9760006,0.008405288,0.0011952306],"study_design_scores_gemma":[0.0026027712,0.0002248609,0.007299795,0.0004583681,0.000053320004,0.000008499087,0.075309,0.00025700498,0.000159628,0.0006741899,0.91170305,0.0012495309],"about_ca_topic_score_codex":0.010438901,"about_ca_topic_score_gemma":0.0030547492,"teacher_disagreement_score":0.9753264,"about_ca_system_score_codex":0.003412078,"about_ca_system_score_gemma":0.00046313036,"threshold_uncertainty_score":0.9996937},"labels":[],"label_agreement":null},{"id":"W7026899479","doi":"","title":"An Artistic Exploration at the Intersection of Time, Place, and Memory: Foraging for Toronto’s Lost Rivers","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Intersection (aeronautics); Variety (cybernetics); Sense of place; Painting; Through-the-lens metering; Photography; Foraging","score_opus":0.057996061186499616,"score_gpt":0.3496610575495363,"score_spread":0.29166499636303667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026899479","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29787135,0.00020731478,0.0003819922,0.000114710376,0.0010162854,0.0017710577,0.000093503935,0.00005351418,0.69849026],"genre_scores_gemma":[0.3354667,0.00010304791,0.00009292064,0.000009259818,0.00014743269,0.000005384631,0.0008236943,0.00004978769,0.66330177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9968158,0.0010452109,0.00027119514,0.0009136008,0.00050354,0.00045066074],"domain_scores_gemma":[0.99777716,0.00031904745,0.00030798026,0.00074915023,0.00063044496,0.00021619734],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009901081,0.00032194887,0.00041844885,0.00044028796,0.0014989935,0.00024486004,0.0010853761,0.0004472838,0.000045149594],"category_scores_gemma":[0.00003169244,0.00034473653,0.00016080517,0.00051381765,0.00036628303,0.001442351,0.0002035044,0.00059842935,0.00007906187],"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":[0.009480695,0.00031559807,0.00014643653,0.00046507927,0.00069558364,0.0002986789,0.024864106,0.00009702007,0.0072300867,0.93095315,0.01691178,0.0085417675],"study_design_scores_gemma":[0.008963027,0.005262552,0.0049817697,0.0014084543,0.0023922455,0.0000992935,0.6323207,0.009038209,0.011397741,0.0013699746,0.32057118,0.0021948365],"about_ca_topic_score_codex":0.0061963694,"about_ca_topic_score_gemma":0.022224886,"teacher_disagreement_score":0.9295832,"about_ca_system_score_codex":0.0016695468,"about_ca_system_score_gemma":0.00041904705,"threshold_uncertainty_score":0.99990046},"labels":[],"label_agreement":null},{"id":"W7027033999","doi":"","title":"Black Market to Blue Chip:&#13;\\nThe Futures of the Cannabis Industry in Canada","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legalization; Futures contract; Context (archaeology); Cannabis; Black market; Futures studies; Happening; Misrepresentation","score_opus":0.026435803065363687,"score_gpt":0.2621114566142502,"score_spread":0.23567565354888653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027033999","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.108287595,0.000038054488,0.0000017701277,0.00068841263,0.0005868609,0.002649388,0.0007883883,0.00007258151,0.88688695],"genre_scores_gemma":[0.037358865,0.00004543564,0.000057771198,0.000060999548,0.0002861503,0.0000012539452,0.00002399497,0.00043202884,0.9617335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98988944,0.0038997089,0.00042854832,0.0016468039,0.0024869419,0.0016485385],"domain_scores_gemma":[0.994529,0.0001839266,0.0006571231,0.0028054835,0.0008326018,0.0009918755],"candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0014696463,0.0007967134,0.0011159958,0.0034440998,0.0011658767,0.00017397967,0.0099345585,0.0018828929,0.00029041278],"category_scores_gemma":[0.00020550138,0.0008217468,0.00027684652,0.007371781,0.0020807497,0.0004842186,0.004325934,0.004350462,0.00027812706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0011540623,0.00018005763,0.01709033,0.00014288409,0.00043033354,0.0016080519,0.0006802427,0.000097550124,0.0003048306,0.09156492,0.88666177,0.00008494176],"study_design_scores_gemma":[0.0015977746,0.00015309957,0.024707047,0.0010441017,0.00012240931,0.000016704775,0.012087201,0.00003464534,0.0007583947,0.0000054186826,0.9586487,0.000824511],"about_ca_topic_score_codex":0.9742974,"about_ca_topic_score_gemma":0.99181664,"teacher_disagreement_score":0.09155951,"about_ca_system_score_codex":0.010627326,"about_ca_system_score_gemma":0.017821347,"threshold_uncertainty_score":0.9994233},"labels":[],"label_agreement":null},{"id":"W7027146476","doi":"","title":"Break it! till you Make it!","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Democratization; Digital learning; Digital media; Mobile device; Focus group","score_opus":0.09487318038777039,"score_gpt":0.31027670392300455,"score_spread":0.21540352353523418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027146476","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07201662,0.00008535239,0.0000033754332,0.00202804,0.0026642396,0.0010139587,0.00013505455,0.000119903,0.9219335],"genre_scores_gemma":[0.15667103,0.0003115444,0.000046640253,0.00016210535,0.0011050744,0.0000014635409,0.001510982,0.00006248299,0.84012866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995461,0.0008816326,0.000366396,0.0011990268,0.0012040664,0.0008878833],"domain_scores_gemma":[0.9963092,0.00024115213,0.00036962022,0.00083682843,0.0015452276,0.00069795497],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00060113106,0.00052008015,0.0006534202,0.0011248253,0.0034512659,0.0012552154,0.002888028,0.0005067226,0.00016336922],"category_scores_gemma":[0.00009424928,0.000625651,0.00033210177,0.0006263553,0.0006418711,0.0017615918,0.00040441114,0.0017494921,0.0005938326],"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":[0.00084267685,0.00021184725,0.00009297929,0.0002585522,0.00023317264,0.00083704543,0.2041993,0.0000012510673,0.000051508745,0.739835,0.05264193,0.0007947302],"study_design_scores_gemma":[0.0006847351,0.00019212785,0.00020219795,0.0002611231,0.00015569503,0.000005863433,0.31298742,0.00002502099,0.00014619817,0.00007808212,0.684791,0.0004705455],"about_ca_topic_score_codex":0.007656433,"about_ca_topic_score_gemma":0.012685245,"teacher_disagreement_score":0.73975694,"about_ca_system_score_codex":0.0011593028,"about_ca_system_score_gemma":0.002293183,"threshold_uncertainty_score":0.99978155},"labels":[],"label_agreement":null},{"id":"W7027177997","doi":"","title":"A Case Study of Theories of Systemic Change and Action: The Ecotrust Canada Home-Lands initiative","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Field (mathematics); Counterintuitive; Process (computing); Tacit knowledge; Indigenous; Systemic risk","score_opus":0.15027991391685416,"score_gpt":0.31020278196558326,"score_spread":0.1599228680487291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027177997","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2724641,0.00026601448,0.0000010898573,0.00003606929,0.00022610222,0.003127102,0.0009552599,0.000053225245,0.72287107],"genre_scores_gemma":[0.594806,0.00019537719,0.0000052774344,0.0000043238324,0.0000704186,0.0000037846746,0.00002963218,0.00015800452,0.4047272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99122965,0.005212349,0.00032026734,0.0009614972,0.0016474007,0.00062883785],"domain_scores_gemma":[0.9960307,0.0006218089,0.00093887356,0.001387521,0.0007021912,0.00031889122],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013551197,0.0004893633,0.00100163,0.002239997,0.002060848,0.00010237389,0.0026916245,0.0003007157,0.00006693688],"category_scores_gemma":[0.00005145331,0.0004897132,0.00012236997,0.0033603779,0.0013701668,0.00061920384,0.0027595994,0.0014436258,0.0000055536807],"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":[0.003292028,0.0012706488,0.03347949,0.0010804592,0.0039044516,0.08688547,0.028489368,0.000021446529,0.00016953883,0.79793924,0.043225322,0.00024251161],"study_design_scores_gemma":[0.004196039,0.0013733801,0.001224678,0.00041408243,0.00065928756,0.0019966145,0.64244866,0.000018482551,0.00005144619,0.000008483332,0.34694016,0.0006687177],"about_ca_topic_score_codex":0.848559,"about_ca_topic_score_gemma":0.8137762,"teacher_disagreement_score":0.7979308,"about_ca_system_score_codex":0.0027658076,"about_ca_system_score_gemma":0.003146542,"threshold_uncertainty_score":0.99975544},"labels":[],"label_agreement":null},{"id":"W7027290910","doi":"","title":"Community Investment Cooperatives: Building resilience within communities","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Scrutiny; Leverage (statistics); Asset (computer security); Investment (military); Social capital; Capital (architecture); Psychological resilience; Community resilience","score_opus":0.09239484697939288,"score_gpt":0.33891339023963446,"score_spread":0.24651854326024158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027290910","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057428177,0.00025075744,0.00021796279,0.00017349143,0.00041527528,0.0030266778,0.0007245228,0.00078953645,0.98865896],"genre_scores_gemma":[0.015057394,0.00036467033,0.0018234977,0.0001031716,0.00009667042,0.0000029318796,0.00023691732,0.0004924035,0.9818224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97573185,0.01889941,0.0005109431,0.0013077538,0.0019448849,0.0016051809],"domain_scores_gemma":[0.9915257,0.000996324,0.0007625135,0.0042778025,0.0015125461,0.0009250985],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts","open_science"],"category_scores_codex":[0.004064455,0.0011120972,0.0014534137,0.006377253,0.008543189,0.0010000517,0.013014096,0.0012200727,0.000053239233],"category_scores_gemma":[0.00027016422,0.0014011447,0.00033762545,0.0061893044,0.005733242,0.0016919322,0.008053272,0.006941016,0.0005457295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007891937,0.0006356152,0.00052530755,0.00026134643,0.0007607719,0.0011191587,0.0032904565,0.000158238,0.0009975961,0.8231128,0.1683016,0.000047910624],"study_design_scores_gemma":[0.002684242,0.0005040783,0.0002382743,0.002837007,0.0002650276,0.000026733602,0.061983682,0.00018130404,0.0009955588,0.00013818631,0.9288521,0.001293804],"about_ca_topic_score_codex":0.13707326,"about_ca_topic_score_gemma":0.03009972,"teacher_disagreement_score":0.8229746,"about_ca_system_score_codex":0.005269353,"about_ca_system_score_gemma":0.005288773,"threshold_uncertainty_score":0.9999694},"labels":[],"label_agreement":null},{"id":"W7027344531","doi":"","title":"Blood, Water &amp; Bathurst Street: Navigating an active relationship to land, place, and community through textiles.","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Exhibition; Indigenous; Shore; Narrative; Variety (cybernetics); Public history","score_opus":0.12337468640949058,"score_gpt":0.374590992491316,"score_spread":0.25121630608182544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027344531","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6119202,0.000021312695,0.0000018904019,0.0004606208,0.00019246174,0.0005990143,0.00003849502,0.000087560315,0.3866785],"genre_scores_gemma":[0.46601453,0.00022709192,0.00013128754,0.000016190246,0.000107183456,0.0000021187911,0.00043910395,0.000023987195,0.5330385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99300665,0.004425023,0.0001930907,0.0007062825,0.0008021946,0.00086673483],"domain_scores_gemma":[0.99721366,0.0008497423,0.00013314608,0.00046539208,0.0007947459,0.0005433084],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015084374,0.00030885084,0.00047045192,0.00030631092,0.01666034,0.00017958037,0.0018246468,0.0005813676,0.0000054791017],"category_scores_gemma":[0.00035158987,0.00030746855,0.00011270771,0.0012505827,0.0012933809,0.0012653219,0.0008911522,0.0028999099,0.000101886515],"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":[0.00092558446,0.00029051033,0.018998288,0.00009346295,0.0003141104,0.0004300368,0.36227918,0.0000146914,0.00039273413,0.6146108,0.0008868783,0.0007637158],"study_design_scores_gemma":[0.0009867883,0.000475869,0.029334681,0.0003673202,0.0002407493,0.0000028519257,0.5515181,0.0000022312588,0.0002476047,0.00064451544,0.41544107,0.00073821726],"about_ca_topic_score_codex":0.1335891,"about_ca_topic_score_gemma":0.43683782,"teacher_disagreement_score":0.6139663,"about_ca_system_score_codex":0.0011067088,"about_ca_system_score_gemma":0.0004982837,"threshold_uncertainty_score":0.9999377},"labels":[],"label_agreement":null},{"id":"W7027391875","doi":"","title":"Concealing and Revealing: Information Design to Strengthen Civic Literacy in an Age of Digital Communication","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Digital media; Citizenship; Politics; Democracy; Semiotics; Digital literacy; Media literacy; Power (physics)","score_opus":0.10971722798177919,"score_gpt":0.3244721312743642,"score_spread":0.214754903292585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027391875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7397847,0.00009635951,0.000029056066,0.000073455994,0.00023516195,0.0007586989,0.00006386635,0.000022286145,0.2589364],"genre_scores_gemma":[0.9024783,0.00019604615,0.00031239196,0.000015137904,0.00008677471,0.0000014902212,0.0029457193,0.000017535678,0.093946606],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99770224,0.00080945506,0.00033846922,0.0003722927,0.000457335,0.00032021943],"domain_scores_gemma":[0.99730587,0.0003452431,0.00027609023,0.0005487625,0.0012857785,0.00023826338],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006768977,0.00021333621,0.00037021414,0.0011586758,0.00089331326,0.001348372,0.0010477226,0.00020285195,0.000007278607],"category_scores_gemma":[0.000117782016,0.0002676492,0.00006378996,0.00044394124,0.00024826117,0.005905975,0.00021699081,0.00060576963,0.000007511677],"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":[0.00062651606,0.0001667841,0.00075453176,0.00022769338,0.000053921623,0.000087534994,0.5484941,0.00003446936,0.000065385604,0.4451615,0.00020506461,0.004122494],"study_design_scores_gemma":[0.0012953593,0.0004157179,0.0028381213,0.0015112915,0.00008988108,0.0000037929588,0.8263943,0.0003061475,0.00041612252,0.00020295939,0.16596746,0.0005588093],"about_ca_topic_score_codex":0.0041933674,"about_ca_topic_score_gemma":0.0034166274,"teacher_disagreement_score":0.44495854,"about_ca_system_score_codex":0.0004884108,"about_ca_system_score_gemma":0.000825539,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W7027411045","doi":"","title":"Classrooms for Resilience","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science Foundation Ireland","keywords":"Resilience (materials science); Futures studies; Employability; Process (computing); Psychological resilience; Flexibility (engineering); Point (geometry)","score_opus":0.09656005553396418,"score_gpt":0.3434631535389951,"score_spread":0.2469030980050309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027411045","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019642443,0.000115525174,0.00041285396,0.00022701974,0.0007732309,0.004610357,0.0011141222,0.0019982392,0.99055225],"genre_scores_gemma":[0.0006474631,0.00041434774,0.0008920499,0.000014057611,0.0004077662,0.0000046561895,0.00013495047,0.002088151,0.99539655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907128,0.0019916785,0.00036049786,0.002642513,0.0020733075,0.0022191897],"domain_scores_gemma":[0.9938481,0.0008795553,0.000603184,0.0025266502,0.0010559073,0.0010865981],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021860693,0.00087398716,0.0011642126,0.0061036847,0.0027614865,0.0005630277,0.008415217,0.0014855219,0.00004110914],"category_scores_gemma":[0.0003356086,0.0011375652,0.0005605256,0.00648352,0.0022385889,0.0013518574,0.0026995877,0.00202179,0.0039231703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009334762,0.00017279372,0.00028246903,0.0001242756,0.00036534804,0.0019329775,0.00010250659,0.000021227843,0.0004453894,0.60080904,0.39449868,0.0003118269],"study_design_scores_gemma":[0.003248524,0.00049521687,0.0002928398,0.00076591986,0.00023916783,0.000022837297,0.0028166734,0.00014349552,0.00018802624,0.000080453596,0.9905232,0.0011836201],"about_ca_topic_score_codex":0.010661186,"about_ca_topic_score_gemma":0.011269371,"teacher_disagreement_score":0.6007286,"about_ca_system_score_codex":0.0042604413,"about_ca_system_score_gemma":0.0025074868,"threshold_uncertainty_score":0.99981076},"labels":[],"label_agreement":null},{"id":"W7027887781","doi":"","title":"Developing strategic narratives: Designing services as systems","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Government (linguistics); Services computing; Strategic planning; Duality (order theory); Key (lock); Health services","score_opus":0.12111884718284,"score_gpt":0.3288069725429486,"score_spread":0.2076881253601086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027887781","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039590965,0.0005436414,0.00020365519,0.00009394608,0.00078147306,0.0043308106,0.0002066611,0.00078203046,0.98909867],"genre_scores_gemma":[0.008167365,0.00030799737,0.0011974449,0.00001755183,0.000294373,0.0000021502433,0.00019460112,0.0009661788,0.9888523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98706996,0.0052967495,0.00046615375,0.0026256556,0.002498851,0.0020426156],"domain_scores_gemma":[0.994188,0.00034500883,0.0010450791,0.002205398,0.0012904522,0.0009260663],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0019606198,0.0011897931,0.001560655,0.0059222453,0.0027049703,0.0016452842,0.00819748,0.0016340914,0.000030586853],"category_scores_gemma":[0.000025159048,0.0014826875,0.0003452321,0.0052217534,0.001178587,0.0021405495,0.0025873187,0.0026044296,0.0073095164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0007716492,0.00015823197,0.0003820124,0.0010105175,0.0011955822,0.005235088,0.0014832388,0.00010494927,0.0022670939,0.9642095,0.023164976,0.000017170683],"study_design_scores_gemma":[0.0025300905,0.00038605696,0.000044456036,0.0036845605,0.00017797558,0.000104094404,0.08351165,0.00012038892,0.00022738494,0.0000905392,0.9075123,0.0016104663],"about_ca_topic_score_codex":0.029475935,"about_ca_topic_score_gemma":0.0019516435,"teacher_disagreement_score":0.96411896,"about_ca_system_score_codex":0.0056698234,"about_ca_system_score_gemma":0.006122458,"threshold_uncertainty_score":0.9996966},"labels":[],"label_agreement":null},{"id":"W7027973938","doi":"","title":"di Soup - Geoartistry (Art for Earth's Sake)","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Natural (archaeology); Sculpture; Planetary boundaries; Sociology of scientific knowledge","score_opus":0.03843894182740362,"score_gpt":0.28009901391527675,"score_spread":0.24166007208787313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027973938","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40240705,0.00008070081,0.00020251924,0.000049035574,0.0006705832,0.0011167835,0.00016292889,0.00048741655,0.594823],"genre_scores_gemma":[0.30566487,0.0004397819,0.00021952113,0.000002678628,0.000233301,0.000006415056,0.0007790196,0.00016733786,0.69248706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970936,0.00016392725,0.00020442536,0.00067331054,0.00075548544,0.0011092415],"domain_scores_gemma":[0.99796665,0.00028063107,0.000061072504,0.00068628736,0.0004863819,0.00051899935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005076045,0.00037773067,0.00046389713,0.0007927781,0.0011480445,0.0003874823,0.0018643589,0.00043066937,0.0000030150368],"category_scores_gemma":[0.000055928645,0.0005103835,0.00026099372,0.0012556312,0.00018221546,0.0007890516,0.00028220323,0.0011427042,0.0002718257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089529814,0.00016800138,0.00017358016,0.0010416838,0.0008048178,0.0015675493,0.0009090971,0.0069270656,0.04504152,0.90877295,0.027088653,0.0066097863],"study_design_scores_gemma":[0.0026604277,0.0004586389,0.005888417,0.0007341784,0.00018244515,0.000009330665,0.006027923,0.019455483,0.019241348,0.00075436826,0.94305503,0.0015324297],"about_ca_topic_score_codex":0.00043543873,"about_ca_topic_score_gemma":0.0008490178,"teacher_disagreement_score":0.91596633,"about_ca_system_score_codex":0.00066476787,"about_ca_system_score_gemma":0.00045396277,"threshold_uncertainty_score":0.99973476},"labels":[],"label_agreement":null},{"id":"W7028173446","doi":"","title":"E-Toronto: Building a Digital Society","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Technocracy; Smart city; Process (computing); Big data; Value (mathematics); Open data; Key (lock)","score_opus":0.024988803672790234,"score_gpt":0.2699092886294568,"score_spread":0.24492048495666655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028173446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16153894,0.00047852565,0.000041810898,0.00003606006,0.00078601856,0.00062788976,0.00012183755,0.0006334251,0.8357355],"genre_scores_gemma":[0.3035866,0.0020169483,0.00038877313,0.000005668458,0.00013447345,0.000002907518,0.0005662925,0.00012385308,0.6931745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970933,0.00016159647,0.0002078541,0.00077113236,0.0008991268,0.0008669472],"domain_scores_gemma":[0.9984366,0.00015933932,0.00010958768,0.00080922217,0.00024223377,0.0002429969],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003280589,0.00043742653,0.0005096271,0.00042019796,0.0022499834,0.0005904351,0.0032108086,0.00063823035,0.00002976259],"category_scores_gemma":[0.00002385059,0.00059938594,0.00040017467,0.0010520518,0.0002811433,0.0019416456,0.00094833487,0.0018296728,0.000021978976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024574672,0.000079202524,0.0002786247,0.00022649442,0.0005744096,0.0009875592,0.0012447707,0.00029893173,0.0008493709,0.9815865,0.011344388,0.002283996],"study_design_scores_gemma":[0.00077629584,0.00017164349,0.00050831726,0.00013162149,0.00008798547,0.000015930289,0.06365245,0.0005914259,0.00093602575,0.00010048785,0.9323138,0.00071398733],"about_ca_topic_score_codex":0.0029109002,"about_ca_topic_score_gemma":0.0012490245,"teacher_disagreement_score":0.981486,"about_ca_system_score_codex":0.0040809843,"about_ca_system_score_gemma":0.00050113595,"threshold_uncertainty_score":0.99974215},"labels":[],"label_agreement":null},{"id":"W7028421733","doi":"","title":"Entrepreneurship in Toronto: Drivers, Barriers, and Ecosystem","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Thriving; Government (linguistics); Entrepreneurship; Action (physics); Scope (computer science); Population; Public policy; Corporate governance","score_opus":0.03342188909706582,"score_gpt":0.29981336795022895,"score_spread":0.2663914788531631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028421733","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035939787,0.0017133824,0.0000046727228,0.00014469509,0.000634004,0.0024562234,0.00081754185,0.0005778118,0.9900577],"genre_scores_gemma":[0.030177731,0.0013846469,0.0001255131,0.000009833654,0.0002166641,0.0000016230208,0.00007758476,0.0008106468,0.96719575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900557,0.0035163828,0.00038181533,0.002799626,0.0015778898,0.0016686262],"domain_scores_gemma":[0.99572194,0.00026356714,0.00035980728,0.0018475157,0.00032441466,0.0014827553],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001749264,0.0009344791,0.0012390398,0.003830658,0.000843324,0.00077936554,0.004253091,0.0013682224,0.00017243628],"category_scores_gemma":[0.000117339965,0.0012042234,0.00030034332,0.0028977778,0.0010944217,0.001574587,0.0033154364,0.0022498586,0.0019453875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005622044,0.00011208054,0.0035965657,0.0004284559,0.0005225076,0.012787856,0.0007337215,0.0000032213727,0.00031539908,0.7589465,0.22187859,0.00011293464],"study_design_scores_gemma":[0.0025820003,0.00023417831,0.00040736492,0.0018835195,0.0002670353,0.00008531873,0.013171314,0.000056151082,0.0000870226,0.000047695514,0.9800538,0.0011246114],"about_ca_topic_score_codex":0.04898927,"about_ca_topic_score_gemma":0.1068262,"teacher_disagreement_score":0.75889874,"about_ca_system_score_codex":0.0107717505,"about_ca_system_score_gemma":0.0018773535,"threshold_uncertainty_score":0.99992824},"labels":[],"label_agreement":null},{"id":"W7028472551","doi":"","title":"Exploring racism in Ontario’s public high schools: A case study research of Chinese students in Ontario and two public School Boards for a regional systems of innovation","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Racism; Context (archaeology); School system; Sample (material); Quality (philosophy); Higher education; White paper","score_opus":0.38269549444118184,"score_gpt":0.3886254489903471,"score_spread":0.005929954549165284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028472551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7463512,0.000077172015,0.000004299015,0.00006803826,0.00018713763,0.0078747785,0.00017604062,0.000057321315,0.24520403],"genre_scores_gemma":[0.5867537,0.000053437707,0.00012526801,0.0000020594644,0.00004403484,0.000055072687,0.00018700502,0.00024729877,0.4125321],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9835477,0.006878176,0.0011441759,0.0021637494,0.004648953,0.0016172631],"domain_scores_gemma":[0.9918526,0.0006646216,0.0011277834,0.0018935043,0.0038133215,0.0006482008],"candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013113077,0.00071977876,0.0017134122,0.028161911,0.0013720372,0.0006720863,0.0048342687,0.00051932636,0.00006617537],"category_scores_gemma":[0.0008043742,0.0009094139,0.00015672839,0.014469516,0.0009210451,0.0036752478,0.005360642,0.0057719355,0.000011961422],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0030849949,0.003288244,0.7486394,0.0002758961,0.0008495278,0.013980983,0.0055595883,0.000050008028,0.00016589682,0.22083907,0.0031950786,0.00007129206],"study_design_scores_gemma":[0.031566862,0.0029637741,0.26136824,0.0012177669,0.00015857877,0.00041357364,0.17278497,0.000050703147,0.000007705556,0.000079503676,0.5279302,0.0014581075],"about_ca_topic_score_codex":0.97516465,"about_ca_topic_score_gemma":0.9893532,"teacher_disagreement_score":0.52473515,"about_ca_system_score_codex":0.025519317,"about_ca_system_score_gemma":0.015566143,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W7028516135","doi":"","title":"Embodiment of the Intertwined","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"German Social Sciences and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homeland; Archetype; Politics; Identity (music); Persian; Immigration","score_opus":0.06263974562018429,"score_gpt":0.3600679393966952,"score_spread":0.29742819377651086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028516135","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08386707,0.00016596168,0.0000023699915,0.0006600373,0.0017689477,0.00079526135,0.000019204892,0.000042333704,0.91267884],"genre_scores_gemma":[0.30168352,0.00021026995,0.000027146229,0.000008461703,0.000120979064,3.820086e-7,0.000013106736,0.000013739035,0.6979224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99543273,0.0015275422,0.00020289591,0.0006423426,0.0015993986,0.0005950778],"domain_scores_gemma":[0.99800617,0.00017437311,0.00025384247,0.0005452977,0.00072339294,0.00029689912],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015225336,0.00021074849,0.0003607918,0.0005423431,0.0040558805,0.00027381186,0.004392884,0.0004734889,0.000017965183],"category_scores_gemma":[0.00008635471,0.00020904733,0.00035472278,0.0021137355,0.0016419935,0.00058426295,0.00061413075,0.0010722578,0.00006423686],"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":[0.00015479854,0.000074742806,0.00016021602,0.000077059194,0.00008927165,0.00013826627,0.035627235,0.0000015819959,0.00036932345,0.95781016,0.0050990963,0.00039825516],"study_design_scores_gemma":[0.0002113575,0.00007449943,0.0013419986,0.00039109128,0.00011357281,6.7652553e-7,0.117224246,0.000005722101,0.00026591253,0.0006530298,0.8794781,0.00023977597],"about_ca_topic_score_codex":0.04162808,"about_ca_topic_score_gemma":0.03932273,"teacher_disagreement_score":0.95715714,"about_ca_system_score_codex":0.0023699724,"about_ca_system_score_gemma":0.0037826803,"threshold_uncertainty_score":0.9972407},"labels":[],"label_agreement":null},{"id":"W7028559796","doi":"","title":"Finding yourselves in a changing world of work","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Work (physics); Control (management); Curriculum; Perception; Face (sociological concept); Career path","score_opus":0.0894634823076414,"score_gpt":0.3428606207923435,"score_spread":0.2533971384847021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028559796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007863783,0.00029241055,0.000008398459,0.00071586436,0.0001143978,0.0010873828,0.000044168486,0.00007997681,0.9897936],"genre_scores_gemma":[0.015821673,0.00035216878,0.0002456438,0.000022814707,0.00012652244,0.0000012692744,0.00008048786,0.0001299257,0.9832195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955168,0.0007125091,0.00023571367,0.000856437,0.0016377694,0.0010407898],"domain_scores_gemma":[0.9979595,0.0002885839,0.00019281394,0.00076022185,0.00017930687,0.0006195815],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010939199,0.00030131298,0.000799067,0.009027788,0.00046854053,0.00005088396,0.0019292942,0.00046160386,0.00052343897],"category_scores_gemma":[0.0001111802,0.00034134954,0.00024005357,0.011093893,0.0010199622,0.00017117747,0.002209024,0.00245663,0.00003923696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003007117,0.0010597333,0.01858676,0.00085092685,0.00055817486,0.009423286,0.0006653826,0.0000014761225,0.0019628895,0.8229764,0.13856041,0.0023474365],"study_design_scores_gemma":[0.00239883,0.00024938857,0.0006211943,0.0013887481,0.00008185633,0.000015576778,0.0036729346,0.000012160185,0.00060300395,0.000014967267,0.99063236,0.00030897063],"about_ca_topic_score_codex":0.002163189,"about_ca_topic_score_gemma":0.00037321326,"teacher_disagreement_score":0.85207194,"about_ca_system_score_codex":0.001641832,"about_ca_system_score_gemma":0.0011437456,"threshold_uncertainty_score":0.99990386},"labels":[],"label_agreement":null},{"id":"W7028651994","doi":"","title":"Exploring the Future at the Edge of Chaos&#13;\\n&#13;\\nA transformation of Jackpine using strategic foresight","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Transformational leadership; Maturity (psychological); Resilience (materials science); Strategic planning; Work (physics); Business process reengineering; Order (exchange)","score_opus":0.17927366960647204,"score_gpt":0.3093948903045505,"score_spread":0.13012122069807844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028651994","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07186517,0.0010250129,0.00004545267,0.00028558026,0.00068860216,0.0026793801,0.0005755349,0.00015249655,0.92268276],"genre_scores_gemma":[0.095406376,0.0013425251,0.000057828132,0.0000055004894,0.00041460255,0.0000022016714,0.0001108049,0.0005052838,0.90215486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929144,0.0023532575,0.0005270052,0.001090836,0.0020827234,0.0010318188],"domain_scores_gemma":[0.9959201,0.00024003745,0.00078150426,0.0019279163,0.0007959733,0.00033445188],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019913847,0.0007189185,0.0009815093,0.0029721907,0.0016435463,0.00024942178,0.0049474486,0.00061633176,0.000056711313],"category_scores_gemma":[0.000019853085,0.0005809556,0.00058501516,0.00514625,0.0022998631,0.0015600227,0.0016419035,0.0020322953,0.00030500535],"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":[0.0014418155,0.00020670322,0.00013925658,0.0010130148,0.0012774494,0.0005992468,0.0041343207,0.00023213569,0.007652915,0.9608211,0.022187868,0.0002941675],"study_design_scores_gemma":[0.0021652384,0.00039072923,0.00052463624,0.0018442875,0.0009158523,0.00006880071,0.031434372,0.0005032426,0.0048044487,0.00014472191,0.95636773,0.00083595153],"about_ca_topic_score_codex":0.010557537,"about_ca_topic_score_gemma":0.010017852,"teacher_disagreement_score":0.9606764,"about_ca_system_score_codex":0.0020890583,"about_ca_system_score_gemma":0.0013345863,"threshold_uncertainty_score":0.9996642},"labels":[],"label_agreement":null},{"id":"W7028857607","doi":"","title":"An inclusive approach to art appreciation through visual-taste cross-sensory design by exploration with Kandinsky’s Grey Circle","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Painting; Taste; Wine tasting; Perception; Art criticism; Modalities; Aesthetic experience; Semiotics; Stimulus modality","score_opus":0.08080316446511109,"score_gpt":0.32972808487237326,"score_spread":0.24892492040726216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028857607","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038242486,0.000022241691,0.39118862,0.00018264064,0.00021481611,0.0015474211,0.000022831018,0.0016631751,0.60477585],"genre_scores_gemma":[0.008923023,0.00009666841,0.047294993,0.000037159156,0.00012840467,0.000005830726,0.00007685413,0.00036122536,0.94307584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936659,0.0016393603,0.00025181862,0.0020082642,0.0015030848,0.00093160506],"domain_scores_gemma":[0.9963385,0.0002273907,0.00043106655,0.0019088238,0.0006861305,0.00040810494],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0011557629,0.0005152279,0.0006204947,0.001940837,0.0021781046,0.0009564874,0.0068719885,0.0007414428,0.000001421551],"category_scores_gemma":[0.00008198771,0.0006500791,0.00011169292,0.0032998777,0.00078271155,0.0040150196,0.0023599777,0.001061229,0.00029234207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051948795,0.00061071734,0.00015229115,0.00008827343,0.00029655985,0.00089920574,0.0028031392,0.0029058557,0.0011457192,0.8032099,0.18552944,0.0018393827],"study_design_scores_gemma":[0.0017080519,0.0014662772,0.00016534323,0.00034592632,0.000055030854,0.000024458828,0.0024104593,0.00471839,0.0017506924,0.00022819809,0.985856,0.0012711474],"about_ca_topic_score_codex":0.0016426857,"about_ca_topic_score_gemma":0.00040764865,"teacher_disagreement_score":0.80298173,"about_ca_system_score_codex":0.0025329844,"about_ca_system_score_gemma":0.0009977726,"threshold_uncertainty_score":0.99959505},"labels":[],"label_agreement":null},{"id":"W7029085020","doi":"","title":"Imagining an Equitable Mental Health Ecosystem: Co-designing with Immigrant Women to Encourage Mental Health through Nature Interaction in an Urban Context","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Mental health; Immigration; Context (archaeology); Health equity; Public health; Psychological intervention; Intersectionality; Participatory action research; Population","score_opus":0.029251892843351453,"score_gpt":0.31048013941524716,"score_spread":0.2812282465718957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029085020","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2659048,0.0004941923,0.00070958224,0.0009063698,0.00077297515,0.0046792594,0.0008103739,0.0016503988,0.72407204],"genre_scores_gemma":[0.90369815,0.0005177939,0.00057652564,0.000043259002,0.00015857168,0.0000064147926,0.00020530463,0.0005639952,0.09423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960207,0.00063394225,0.00023135456,0.0007949678,0.00078959955,0.0015294473],"domain_scores_gemma":[0.9982365,0.00006378896,0.00011226646,0.00060377416,0.0000987617,0.0008849468],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001069525,0.00040670263,0.000637627,0.0012156466,0.0008907514,0.00036679226,0.0013423996,0.00022699166,0.0000074536392],"category_scores_gemma":[0.0000074992367,0.0004796573,0.0000637646,0.0013314593,0.000117153264,0.0019741233,0.00036660503,0.0015702704,0.000040666746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005741873,0.0021442084,0.0044744913,0.003144112,0.002644054,0.006232277,0.17798899,0.02248305,0.02295263,0.41314316,0.31837875,0.020672405],"study_design_scores_gemma":[0.0036381155,0.0026839462,0.00036156687,0.003332868,0.000013393877,0.000033209068,0.13054956,0.009340473,0.00076349033,0.000018125518,0.84800184,0.0012633918],"about_ca_topic_score_codex":0.015902214,"about_ca_topic_score_gemma":0.022217102,"teacher_disagreement_score":0.6377933,"about_ca_system_score_codex":0.006534222,"about_ca_system_score_gemma":0.00068739837,"threshold_uncertainty_score":0.9997655},"labels":[],"label_agreement":null},{"id":"W7029128889","doi":"","title":"Idea or Individual?&#13;\\nIndigenous self-representation and narrative:&#13;\\nShannon Masters’ Empire of Dirt as a Case Study","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dirt; Empire; Indigenous; Ethnography; Multitude; Representation (politics)","score_opus":0.11133380584945216,"score_gpt":0.36416790278526223,"score_spread":0.25283409693581005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029128889","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39007074,0.00012938541,0.0000049232863,0.000030676532,0.00017845517,0.0047485167,0.00046482444,0.00029709103,0.6040754],"genre_scores_gemma":[0.18715744,0.000110887,0.00022052437,0.000007701544,0.00013638729,0.000003890418,0.00021331004,0.0005434905,0.8116064],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860963,0.0061834124,0.00061549875,0.002467572,0.0031820138,0.0014551764],"domain_scores_gemma":[0.9929668,0.00041946565,0.0012400887,0.0021202653,0.0019028885,0.0013505211],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026136606,0.0011072449,0.0017390635,0.0063551073,0.002696871,0.0006292654,0.003938899,0.0011311612,0.00006975044],"category_scores_gemma":[0.00017208778,0.0012470733,0.00024874907,0.005949489,0.0016893202,0.0019453347,0.0037881683,0.001987999,0.00031723705],"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":[0.012548919,0.0076408195,0.05362562,0.0008319879,0.010986623,0.42540193,0.23870184,0.00005222364,0.00056987186,0.051102836,0.19768062,0.00085672457],"study_design_scores_gemma":[0.011392822,0.005264236,0.0014984253,0.00066197984,0.0014587546,0.0034953533,0.48625556,0.00004170322,0.00015188647,0.000018692908,0.48811075,0.0016498462],"about_ca_topic_score_codex":0.117260456,"about_ca_topic_score_gemma":0.07652707,"teacher_disagreement_score":0.42190656,"about_ca_system_score_codex":0.0022765188,"about_ca_system_score_gemma":0.005402719,"threshold_uncertainty_score":0.9989979},"labels":[],"label_agreement":null},{"id":"W7029283493","doi":"","title":"Is the Greenest Building the One Already Standing?","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Context (archaeology); Global warming; Climate change; Carbon fibers; Embodied energy; Climate change mitigation","score_opus":0.2485783238676353,"score_gpt":0.32883516281219205,"score_spread":0.08025683894455676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029283493","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004416248,0.002597649,0.000021363183,0.0053773625,0.0010966287,0.0010768808,0.00009983,0.0001086972,0.98917997],"genre_scores_gemma":[0.0024084572,0.004451095,0.00003812533,0.00017287425,0.0016114543,0.0000016292976,0.000025650406,0.00011873666,0.99117196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955965,0.0012789008,0.0001954064,0.0010171968,0.0011238457,0.00078811636],"domain_scores_gemma":[0.99739563,0.0002748236,0.00026582155,0.0011804348,0.00062282593,0.00026046383],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010689914,0.0003724114,0.0005358241,0.00036311592,0.009136554,0.0005264864,0.0024855277,0.00030892136,0.0002790779],"category_scores_gemma":[0.000040384453,0.0003001788,0.00029650028,0.0006604144,0.0022553825,0.00025230998,0.0010284929,0.0013537611,0.000057279536],"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":[0.000058972466,0.000104193474,0.00008282771,0.0001106359,0.0004127993,0.00016017756,0.013919948,4.7675363e-7,0.000011219251,0.7141674,0.27075738,0.00021396496],"study_design_scores_gemma":[0.0003972501,0.00011858564,0.000071429546,0.00018913756,0.0001361059,0.0000065005875,0.06578044,0.0000036592503,0.000015182713,0.00006272418,0.9328792,0.00033976548],"about_ca_topic_score_codex":0.0423507,"about_ca_topic_score_gemma":0.02056818,"teacher_disagreement_score":0.71410465,"about_ca_system_score_codex":0.0017040072,"about_ca_system_score_gemma":0.00065024925,"threshold_uncertainty_score":0.99994504},"labels":[],"label_agreement":null},{"id":"W7029342010","doi":"","title":"The Intrinsic Value of Co-Designing Skateparks","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Value (mathematics); Space (punctuation); Public space; Sustainable development; Intrinsic value (animal ethics); Urban planning","score_opus":0.028600986115702595,"score_gpt":0.2803943924380359,"score_spread":0.25179340632233327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029342010","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020106333,0.00024490966,0.011063001,0.00016959674,0.00061471615,0.00071224576,0.0000095755995,0.00015236063,0.98683256],"genre_scores_gemma":[0.0038999915,0.0004100816,0.003659319,0.000007670142,0.00009473354,2.8721902e-7,0.0000063654866,0.000074556556,0.991847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960553,0.0013710563,0.00020689143,0.00086093554,0.00086245977,0.00064333325],"domain_scores_gemma":[0.99720585,0.00033622413,0.0004593946,0.0013360911,0.0004533973,0.00020904357],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0011528686,0.00029770186,0.00045521584,0.0010767053,0.001624469,0.0005838431,0.0059201615,0.00044522726,0.0000018954659],"category_scores_gemma":[0.0000417115,0.000289594,0.00017084925,0.0014648888,0.0010456685,0.00093360187,0.0013687484,0.0010779734,0.000101013815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101846286,0.00005227945,0.00017808955,0.00009638891,0.0001757854,0.00026396813,0.00020625192,0.000012036224,0.0003538173,0.9497984,0.040245038,0.008516105],"study_design_scores_gemma":[0.00092440826,0.0001739246,0.000083335704,0.00044053598,0.00004344325,0.000048292208,0.0011168594,0.0006622528,0.002011986,0.00010977652,0.9940038,0.00038139612],"about_ca_topic_score_codex":0.0022023346,"about_ca_topic_score_gemma":0.000103894985,"teacher_disagreement_score":0.9537588,"about_ca_system_score_codex":0.0004990697,"about_ca_system_score_gemma":0.0019830589,"threshold_uncertainty_score":0.9999556},"labels":[],"label_agreement":null},{"id":"W7030042490","doi":"","title":"The Margin of Elegance:&#13;\\nHow the university art gallery provides vital space for&#13;\\ncareful, inquisitive, and imaginative postsecondary learning.","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Art gallery; Nature versus nurture; Visual arts education; The arts; Contemporary art; Multidisciplinary approach; Higher education; Experiential learning; Compassion","score_opus":0.022652186101528353,"score_gpt":0.27308960954191913,"score_spread":0.25043742344039077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030042490","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008875609,0.0007009655,0.00016913612,0.0012989233,0.00036523904,0.005775077,0.0010526424,0.00024528196,0.98151714],"genre_scores_gemma":[0.051149443,0.0012511542,0.00019006284,0.000017548311,0.0001549829,0.0000019933348,0.00014593992,0.00047002392,0.94661885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.989498,0.0046484224,0.00037575033,0.0020425003,0.0017543939,0.0016808927],"domain_scores_gemma":[0.991976,0.0022679034,0.0012157689,0.0019025524,0.0020554157,0.00058231555],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.002712998,0.0010159948,0.0012921023,0.0024373084,0.004289709,0.0005934784,0.0057982802,0.000906752,0.00002170322],"category_scores_gemma":[0.0004038161,0.0009473592,0.00054452923,0.002987152,0.008032055,0.0019222279,0.003585597,0.0032829496,0.00032824415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063243574,0.00030747635,0.0049243253,0.00048033558,0.0019308996,0.0010571503,0.0021196054,0.000045790533,0.0018122953,0.67243195,0.30806106,0.00050471834],"study_design_scores_gemma":[0.003707049,0.0008959061,0.0032898108,0.00080052915,0.00037961316,0.000048353206,0.03210363,0.0001911921,0.00043915096,0.000043983207,0.95708126,0.0010195021],"about_ca_topic_score_codex":0.004763498,"about_ca_topic_score_gemma":0.0053315056,"teacher_disagreement_score":0.672388,"about_ca_system_score_codex":0.0024293333,"about_ca_system_score_gemma":0.0029332216,"threshold_uncertainty_score":0.9995808},"labels":[],"label_agreement":null},{"id":"W7030169320","doi":"","title":"A Montessori Approach to Workforce Development and Future-Ready Adult Learning","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workforce; Workforce development; Economic shortage; Humanity; Social change; Learning society; Adult education; Industrial Revolution","score_opus":0.07273083026462815,"score_gpt":0.2954788650789659,"score_spread":0.22274803481433778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030169320","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021623129,0.00015684719,0.00013562116,0.00014944712,0.00033193748,0.0026540465,0.00009726198,0.0014244705,0.99288803],"genre_scores_gemma":[0.00093653554,0.00046023985,0.0030183718,0.00001760385,0.0004609225,0.000004900955,0.00014225351,0.0013651741,0.993594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914895,0.0019591637,0.00035465203,0.0023834598,0.00200029,0.0018129202],"domain_scores_gemma":[0.9956698,0.00020709948,0.0004430942,0.0012961248,0.00090674136,0.0014771585],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014990926,0.0009389962,0.0011097619,0.0048370482,0.002805096,0.0006497398,0.0037272414,0.001127986,0.0000018727063],"category_scores_gemma":[0.00012426707,0.0011658879,0.00018899755,0.0055750026,0.0007766744,0.00090587453,0.0023915635,0.002679113,0.0015681236],"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":[0.0009196864,0.00027060066,0.0010133998,0.00015321582,0.00061094726,0.0015732133,0.0018278819,0.000061999344,0.00011131,0.9425884,0.04840135,0.0024680172],"study_design_scores_gemma":[0.002083292,0.0002245526,0.0008574608,0.0006497989,0.00013922421,0.000035882906,0.010877883,0.00009863888,0.00008901195,0.0000037893676,0.98368436,0.001256133],"about_ca_topic_score_codex":0.0070536933,"about_ca_topic_score_gemma":0.0031190275,"teacher_disagreement_score":0.9425846,"about_ca_system_score_codex":0.0033250356,"about_ca_system_score_gemma":0.0014685366,"threshold_uncertainty_score":0.99962175},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W7030241290","doi":"","title":"Misinformation &amp; Disinformation in Canadian Society.&#13;\\nA system analysis &amp; futures study","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Disinformation; Misinformation; Futures contract; Futures studies; Order (exchange); Social media","score_opus":0.06692878048191735,"score_gpt":0.3707941963129245,"score_spread":0.3038654158310071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030241290","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016799795,0.00012175265,0.00010408651,0.0005365398,0.00038149196,0.001464482,0.000045967143,0.000102588165,0.9804433],"genre_scores_gemma":[0.12254024,0.00022880612,0.00018537743,0.00003361022,0.00019136326,0.0000017558169,0.0005055369,0.000039316572,0.876274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955991,0.0015815003,0.00032132797,0.000553698,0.0011590493,0.000785348],"domain_scores_gemma":[0.99749666,0.00012473034,0.00035846993,0.00069302437,0.00087585987,0.00045123728],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023335041,0.00028129545,0.0005268404,0.0033128243,0.0034958904,0.0006117975,0.0015089469,0.00049358624,0.0002559365],"category_scores_gemma":[0.00011999977,0.00035179823,0.0002322292,0.007766512,0.00046740478,0.00096032803,0.00029176,0.00071083003,0.000036264235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006044289,0.00026286638,0.05530362,0.00020730268,0.0016781312,0.00015700466,0.12144287,0.00008019007,0.0000054596344,0.68004113,0.14015631,0.0006046561],"study_design_scores_gemma":[0.0004010755,0.000014724415,0.013496476,0.000111318266,0.00014577711,7.310628e-7,0.32669514,0.000020381018,6.2951636e-7,9.485365e-7,0.65886754,0.00024525775],"about_ca_topic_score_codex":0.9360947,"about_ca_topic_score_gemma":0.99508625,"teacher_disagreement_score":0.6800402,"about_ca_system_score_codex":0.0049386458,"about_ca_system_score_gemma":0.0034077694,"threshold_uncertainty_score":0.9998934},"labels":[],"label_agreement":null},{"id":"W7031620676","doi":"","title":"Zeitgeist","year":2006,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"","score_opus":0.09205741676600161,"score_gpt":0.26554104478845086,"score_spread":0.17348362802244927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031620676","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16153216,0.00001965441,0.000007841634,0.0005459793,0.00024048972,0.00035219247,0.000029188459,0.00012181853,0.8371507],"genre_scores_gemma":[0.45825782,0.000017360082,0.00003202465,0.000023458546,0.00017633651,1.6259361e-7,0.000023027234,0.000010452375,0.5414594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975952,0.00051881076,0.00015392902,0.0005466576,0.0005825613,0.0006028289],"domain_scores_gemma":[0.9985479,0.000092865,0.00009207826,0.00045506124,0.00057656196,0.00023550753],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003618062,0.00021595266,0.00025666007,0.00040671526,0.0035284196,0.0007815759,0.0016571818,0.00012745535,0.000087595094],"category_scores_gemma":[0.000012429821,0.00022542647,0.0001619681,0.00037076836,0.0012017031,0.0014863329,0.00047788152,0.00053772936,0.00042917536],"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":[0.00017712098,0.00016687278,0.0002213071,0.000016522974,0.00004375694,0.0007322123,0.0024013664,0.000006570481,0.0007154343,0.9760045,0.019242784,0.00027154555],"study_design_scores_gemma":[0.0009039135,0.00016189174,0.0009261168,0.00004173142,0.0000291195,0.000011054318,0.026696261,0.000037342907,0.00033936775,0.0002770185,0.9702644,0.00031181582],"about_ca_topic_score_codex":0.010721628,"about_ca_topic_score_gemma":0.0070256754,"teacher_disagreement_score":0.9757275,"about_ca_system_score_codex":0.0004448662,"about_ca_system_score_gemma":0.0002282678,"threshold_uncertainty_score":0.9977689},"labels":[],"label_agreement":null},{"id":"W7031725729","doi":"","title":"Teo in Toronto","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Music Technology and Sound Studies","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":"Neighbourhood (mathematics); Poverty; Food security; Work (physics); Shot (pellet)","score_opus":0.056318395429686446,"score_gpt":0.3071596955648872,"score_spread":0.2508413001352008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031725729","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001966878,0.00062785903,0.0005922715,0.0003672019,0.0004278356,0.0007326665,0.00002187319,0.00037027022,0.99666333],"genre_scores_gemma":[0.0023323882,0.0005060124,0.0014833293,0.000022661707,0.00007926538,6.452533e-7,0.000010673804,0.00006404492,0.995501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99616504,0.00093127484,0.00016619296,0.0011463048,0.0007790307,0.0008121788],"domain_scores_gemma":[0.9975626,0.000104945364,0.0001648883,0.0015438503,0.0003108387,0.00031288783],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.000943739,0.00035198053,0.0005890509,0.0011284642,0.00073813606,0.00021407331,0.007022943,0.00081995555,0.000014266466],"category_scores_gemma":[0.000048997656,0.00041906847,0.00010480451,0.001605642,0.0007402339,0.0011056552,0.0037697195,0.0010953983,0.00012343685],"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":[0.000051386174,0.00010235222,0.00025421413,0.000021503794,0.00009184675,0.0017168152,0.00049801794,9.1586867e-7,0.000008489532,0.7305765,0.2661884,0.0004895054],"study_design_scores_gemma":[0.0011509252,0.00016784787,0.00029583552,0.0001671517,0.000017618955,0.000016905704,0.0029026894,0.000051062812,0.000011043315,0.00024906237,0.9945334,0.00043645757],"about_ca_topic_score_codex":0.04031259,"about_ca_topic_score_gemma":0.0580228,"teacher_disagreement_score":0.7303275,"about_ca_system_score_codex":0.0028904798,"about_ca_system_score_gemma":0.0011907388,"threshold_uncertainty_score":0.99982613},"labels":[],"label_agreement":null},{"id":"W7031765340","doi":"","title":"The I in Optics","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Creativity; Variety (cybernetics); Set (abstract data type); Agency (philosophy); Hierarchy","score_opus":0.08072409118645046,"score_gpt":0.41015761175809223,"score_spread":0.32943352057164177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031765340","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08801804,0.00012305728,0.0000031393245,0.0012975861,0.0009789551,0.0007774495,0.00000714437,0.000040594965,0.90875405],"genre_scores_gemma":[0.060624074,0.0015703911,0.00012058829,0.000022766551,0.00033581592,0.0000010617346,0.00007250195,0.000018670864,0.9372341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99593997,0.0016410535,0.00021031077,0.000545242,0.00097535754,0.0006880612],"domain_scores_gemma":[0.996794,0.00047228378,0.00022136614,0.0005162187,0.0018018498,0.00019431958],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026314254,0.00020226951,0.00026436255,0.0007355266,0.00791121,0.00053576584,0.0026892105,0.00040774577,0.000024540175],"category_scores_gemma":[0.000415809,0.00021440125,0.00009734197,0.0027827097,0.0013528182,0.000704182,0.00025876024,0.00096625864,0.00003502891],"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":[0.0002364291,0.00008152795,0.0011187635,0.000019935196,0.00006993893,0.00013877837,0.023034899,5.6674793e-7,0.000028243412,0.96603036,0.007976432,0.0012641324],"study_design_scores_gemma":[0.00030029097,0.000046191584,0.004518993,0.00008612281,0.00001979951,4.6257665e-7,0.30453125,0.0000034250045,0.00004996894,0.0001438957,0.6901191,0.0001804872],"about_ca_topic_score_codex":0.029649429,"about_ca_topic_score_gemma":0.3067055,"teacher_disagreement_score":0.9658865,"about_ca_system_score_codex":0.0014858224,"about_ca_system_score_gemma":0.0027077696,"threshold_uncertainty_score":0.99338037},"labels":[],"label_agreement":null},{"id":"W7031765692","doi":"","title":"Inward Identities","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Materiality (auditing); Mandala; Hinduism; Spirituality; Buddhism; Identity (music); Cultural identity; Contemplation; Feeling","score_opus":0.10193667479808,"score_gpt":0.3361767213495271,"score_spread":0.2342400465514471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031765692","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14010397,0.00008134462,0.0000058462133,0.00046493328,0.0015524459,0.0010931356,0.00013619298,0.00016977092,0.8563924],"genre_scores_gemma":[0.10503164,0.00048149633,0.000032462944,0.00010751227,0.00013139767,0.0000034400173,0.00013827108,0.00006351504,0.89401025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99200094,0.002726717,0.0002588129,0.0018654849,0.0022125463,0.0009354863],"domain_scores_gemma":[0.99472636,0.0029510558,0.00032927858,0.0010189512,0.0006338074,0.00034056624],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009829666,0.0004936333,0.0006451503,0.001903942,0.007252652,0.0005537455,0.00433725,0.00040286995,0.00006002319],"category_scores_gemma":[0.0014597394,0.0006726705,0.00034737904,0.0027250922,0.00076141825,0.0019326877,0.0020499611,0.0024605861,0.00018536625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016589768,0.00023772985,0.00028061212,0.00013144479,0.00015311687,0.0040061,0.0012470045,0.00004684864,0.008269549,0.9640084,0.019692276,0.00026796723],"study_design_scores_gemma":[0.0012582134,0.00045894753,0.0012062489,0.00011412067,0.00011627401,0.00005271265,0.024659466,0.000035926238,0.011537318,0.00041710516,0.95936567,0.00077797705],"about_ca_topic_score_codex":0.0026057633,"about_ca_topic_score_gemma":0.0012444392,"teacher_disagreement_score":0.9635913,"about_ca_system_score_codex":0.002527172,"about_ca_system_score_gemma":0.0017671513,"threshold_uncertainty_score":0.9998408},"labels":[],"label_agreement":null},{"id":"W7031779369","doi":"","title":"The Quarter Floors","year":2020,"lang":"fr","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Species Distribution and Climate Change","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":"Quarter (Canadian coin); Work (physics); Period (music)","score_opus":0.08489861741831942,"score_gpt":0.28078074739892983,"score_spread":0.19588212998061041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7031779369","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058314793,0.00041173105,0.00007673206,0.045913078,0.0005733284,0.00076902984,0.00019293303,0.000060214436,0.89368814],"genre_scores_gemma":[0.267659,0.0029147947,0.00005352667,0.00034742212,0.00019585024,5.806248e-7,0.000042662625,0.000029735416,0.7287564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99477994,0.0017213756,0.00021640642,0.00093106093,0.001125936,0.0012252863],"domain_scores_gemma":[0.9975292,0.00029639105,0.00014732995,0.00071633834,0.0002064628,0.0011042686],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00087745814,0.00031075723,0.00030513853,0.00010756987,0.005303911,0.0007410984,0.0038474582,0.00032599643,0.0010840843],"category_scores_gemma":[0.00008347088,0.0003287377,0.00023926048,0.0021221954,0.00312233,0.0015922589,0.0022203254,0.0011641739,0.0059241788],"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":[0.00056556123,0.00015632733,0.0028467227,0.000024599674,0.00009272865,0.0012245313,0.0010694356,0.000023929377,0.0015983959,0.8820985,0.108648,0.001651272],"study_design_scores_gemma":[0.0011901826,0.0004015451,0.010399963,0.00003852966,0.00006320074,0.000019664389,0.04419932,0.00038039003,0.000713455,0.00002727467,0.9422037,0.00036276694],"about_ca_topic_score_codex":0.0073029306,"about_ca_topic_score_gemma":0.0021553307,"teacher_disagreement_score":0.8820712,"about_ca_system_score_codex":0.0037283374,"about_ca_system_score_gemma":0.00031890592,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W7033016759","doi":"","title":"ondan-bundan: inquiring on culture from this and thats","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Narrative; Conversation; Identity (music); Visual culture; Cultural studies; Culture theory","score_opus":0.07123172675524272,"score_gpt":0.3163585568298663,"score_spread":0.24512683007462358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033016759","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12339458,0.00013313221,0.0006082218,0.0003652455,0.0014343983,0.0005487029,0.000026823609,0.00020655629,0.8732824],"genre_scores_gemma":[0.11559958,0.00070563034,0.002455196,0.0000259256,0.00021667393,8.971566e-7,0.00028606193,0.00005181695,0.8806582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707127,0.0002975576,0.00015622696,0.0010493225,0.0008866302,0.00053901796],"domain_scores_gemma":[0.9979284,0.00030597215,0.00013597596,0.0007856806,0.0004589568,0.00038502895],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00040007298,0.00032435815,0.00035670397,0.00089470757,0.0015886542,0.00078424613,0.003195219,0.00042997915,0.0000019352335],"category_scores_gemma":[0.0000560075,0.0003923451,0.00011574616,0.0013421344,0.00014959644,0.0011105285,0.0008136981,0.0012611866,0.00010224384],"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":[0.00010245097,0.00006873364,0.00020207497,0.00006083212,0.00014497843,0.0006957245,0.004406059,0.00023227099,0.00067746144,0.9898261,0.00279087,0.0007924392],"study_design_scores_gemma":[0.0031198908,0.0009795964,0.04567051,0.002828811,0.00023774861,0.00002803869,0.03974702,0.00897318,0.0042228894,0.0019248123,0.8894327,0.0028347922],"about_ca_topic_score_codex":0.002915114,"about_ca_topic_score_gemma":0.0006273716,"teacher_disagreement_score":0.9879013,"about_ca_system_score_codex":0.0007928135,"about_ca_system_score_gemma":0.0008421588,"threshold_uncertainty_score":0.99985284},"labels":[],"label_agreement":null},{"id":"W7033647738","doi":"","title":"Resetting Growth Curves","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Context (archaeology); Key (lock); Resilience (materials science); Planetary boundaries; Term (time)","score_opus":0.033494269408825716,"score_gpt":0.2905739134225837,"score_spread":0.257079644013758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033647738","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034101214,0.000050167073,0.00018925894,0.00034960933,0.0005251242,0.0011314307,0.00032820922,0.00011229085,0.9969729],"genre_scores_gemma":[0.004846422,0.00030307172,0.00025732844,0.000023360833,0.00033523855,8.897882e-7,0.00018529755,0.00018594283,0.99386245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664605,0.00074990053,0.00019242143,0.00093639945,0.0007095899,0.00076566887],"domain_scores_gemma":[0.99736804,0.00042979087,0.0003144246,0.0009812547,0.00052546064,0.00038103075],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041213137,0.00040422546,0.00054863346,0.0009976093,0.0010010256,0.00031558465,0.0024116114,0.00031955482,0.00031160138],"category_scores_gemma":[0.000040987048,0.00048459487,0.00025598588,0.0010530154,0.0003895382,0.0006937314,0.0011876962,0.0013766708,0.0017950005],"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":[0.000063137275,0.00016568723,0.002044131,0.00013566071,0.00023783305,0.00027835654,0.00003110996,0.0000052078876,0.00003350515,0.583902,0.4130169,0.00008647991],"study_design_scores_gemma":[0.0010692716,0.0001286363,0.00013729041,0.0015840482,0.00013445632,0.0000048911993,0.001599132,0.00003232864,0.00029696093,0.000058095055,0.9944225,0.0005324139],"about_ca_topic_score_codex":0.03370242,"about_ca_topic_score_gemma":0.00040364213,"teacher_disagreement_score":0.5838439,"about_ca_system_score_codex":0.00047064456,"about_ca_system_score_gemma":0.00089058117,"threshold_uncertainty_score":0.99976057},"labels":[],"label_agreement":null},{"id":"W7033660458","doi":"","title":"Reimagining the St. Lawrence Centre for the Arts","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Subterranean biodiversity and taxonomy","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 College of Art and Design","funders":"","keywords":"The arts; Neighbourhood (mathematics); Conversation; Point (geometry); Frame (networking)","score_opus":0.13322077754471137,"score_gpt":0.2646442881776621,"score_spread":0.13142351063295074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033660458","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018699635,0.0005955605,0.00016787469,0.0026417787,0.000712745,0.0014660549,0.00050189585,0.000075616146,0.99365145],"genre_scores_gemma":[0.0038538573,0.0005723319,0.00045283846,0.00010606812,0.00032742205,2.3819528e-7,0.0002940868,0.000031447216,0.9943617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964784,0.00091256667,0.0001427004,0.00090607896,0.0007396026,0.00082068745],"domain_scores_gemma":[0.9971054,0.0010531066,0.00022742637,0.0010267668,0.00028422466,0.00030303787],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009163778,0.0003442586,0.00038520995,0.00038814516,0.0036430226,0.00056997844,0.0041090893,0.00035063294,0.0006255566],"category_scores_gemma":[0.000057041507,0.00025104222,0.00026698198,0.0010120127,0.0012630906,0.00041190628,0.000498092,0.0011827158,0.0001367285],"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":[0.00061060017,0.00007810341,0.020736165,0.00012463746,0.000744105,0.0018985271,0.0005895466,0.00009513394,0.000007709713,0.3532899,0.6149785,0.006847075],"study_design_scores_gemma":[0.00080608827,0.0000802354,0.0026029735,0.00018636406,0.0001437647,0.000023079676,0.007322721,0.0003488075,0.000017850873,0.00001875295,0.98809135,0.00035802036],"about_ca_topic_score_codex":0.028025463,"about_ca_topic_score_gemma":0.026964964,"teacher_disagreement_score":0.37311283,"about_ca_system_score_codex":0.0001153536,"about_ca_system_score_gemma":0.00083572004,"threshold_uncertainty_score":0.99999416},"labels":[],"label_agreement":null},{"id":"W7033696929","doi":"","title":"Review of Live at the End of the Century: Aspects of Performance Art in Vancouver","year":2001,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Mosquito-borne diseases and control","field":"Medicine","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":"Photography","score_opus":0.026169120918244467,"score_gpt":0.27665763541163424,"score_spread":0.25048851449338977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033696929","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36698377,0.0020586196,0.0000020118969,0.00050549646,0.00008021308,0.0010229276,0.000016678341,0.00000507645,0.6293252],"genre_scores_gemma":[0.8815603,0.0136559615,0.000009192231,0.00007422778,0.000021554168,4.470357e-7,0.000005606509,0.000009114323,0.10466359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977721,0.0005935091,0.0002486246,0.00032364912,0.0007256317,0.00033646994],"domain_scores_gemma":[0.99792147,0.00016475702,0.00026714525,0.000879313,0.0006160184,0.000151324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006899307,0.00014114339,0.00046114688,0.00021507,0.0003265806,0.0000083691175,0.001178214,0.00009421545,0.00005765138],"category_scores_gemma":[0.00008266627,0.000106089115,0.00023996622,0.0012132362,0.00083295605,0.00027521327,0.0007201479,0.0004135678,0.000011046217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0079492675,0.0014190292,0.16166611,0.005443645,0.0005928193,0.0012486511,0.00099767,0.00006437243,0.006746352,0.79457766,0.015591588,0.0037028207],"study_design_scores_gemma":[0.0042563807,0.00072466495,0.09487634,0.0075343098,0.00040754417,0.000039317845,0.004009802,0.00015195372,0.0037485866,0.000013724115,0.8840263,0.00021110606],"about_ca_topic_score_codex":0.0011407749,"about_ca_topic_score_gemma":0.001146349,"teacher_disagreement_score":0.86843467,"about_ca_system_score_codex":0.00051536364,"about_ca_system_score_gemma":0.00082988647,"threshold_uncertainty_score":0.43261886},"labels":[],"label_agreement":null},{"id":"W7033736161","doi":"","title":"Rajieen: An Interdisciplinary Engagement Design to Revive and Sustain the Sense of Belonging","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Indigenous; Exhibition; Immigration; Narrative; Cultural heritage; Sense of place; Space (punctuation)","score_opus":0.05905652164694503,"score_gpt":0.3712627951032518,"score_spread":0.31220627345630675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033736161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61685205,0.0021218397,0.00017350863,0.0006419829,0.00078136486,0.0024793975,0.00008564275,0.0000885893,0.37677565],"genre_scores_gemma":[0.6856974,0.0002650591,0.00009390379,0.000020728447,0.000033735167,0.0000021622147,0.0002297173,0.000029923152,0.31362742],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9942572,0.0038838608,0.00023756466,0.00087823346,0.00017171795,0.00057139824],"domain_scores_gemma":[0.99785215,0.0006141797,0.00016848758,0.0007007244,0.00049764325,0.00016681569],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014690084,0.0003344793,0.0005152654,0.0009403926,0.0025317182,0.00011238081,0.001398364,0.00061005267,0.000010266716],"category_scores_gemma":[0.00007222607,0.00031992464,0.0001522644,0.0008396332,0.000768139,0.00043641715,0.0013251618,0.0015018978,0.00007807983],"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":[0.009110416,0.00031490333,0.0005673698,0.0003834293,0.0011862828,0.0030413764,0.015055576,0.000046149096,0.01977174,0.94085354,0.007627143,0.0020420963],"study_design_scores_gemma":[0.0052523646,0.0049485518,0.027441517,0.0030948452,0.0029302875,0.00039993916,0.565961,0.000090796486,0.05313398,0.0012581939,0.33320817,0.002280353],"about_ca_topic_score_codex":0.001013728,"about_ca_topic_score_gemma":0.00062323944,"teacher_disagreement_score":0.93959534,"about_ca_system_score_codex":0.00035854368,"about_ca_system_score_gemma":0.00085819804,"threshold_uncertainty_score":0.99992526},"labels":[],"label_agreement":null},{"id":"W7033857367","doi":"","title":"Rethinking innovation labs for complex adaptive systems going through release and reorganization","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Myeloproliferative Neoplasms: Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Situated; Living lab; Social innovation; Social system; Work (physics); Phase (matter)","score_opus":0.15934283696197557,"score_gpt":0.3322672052256861,"score_spread":0.17292436826371052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033857367","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025624535,0.00023953899,0.0023306264,0.0010855912,0.00016660662,0.0042389138,0.0001865815,0.00017403252,0.98901564],"genre_scores_gemma":[0.04882933,0.0010767671,0.0057284585,0.00012504985,0.0003563492,0.000005336621,0.0006929471,0.00026162626,0.94292414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969867,0.0006393465,0.00025496192,0.0010105992,0.0006547529,0.0004536799],"domain_scores_gemma":[0.9976764,0.00026721242,0.00038006474,0.00047093327,0.0009368619,0.00026857323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041137333,0.00038268126,0.0007472842,0.0008356756,0.0011238958,0.00021683413,0.0004904967,0.0005074988,0.000010636964],"category_scores_gemma":[0.00015066411,0.00042886936,0.00009140151,0.0017696952,0.0003639289,0.0004496427,0.00048349818,0.0006978625,0.000025368316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013381745,0.00017307233,0.0019493907,0.00047011618,0.0006671904,0.0010901175,0.00092751585,0.000006051624,0.0006918007,0.92371607,0.06876583,0.00020465322],"study_design_scores_gemma":[0.0046115243,0.0012288688,0.00072108855,0.0014555741,0.00042353035,0.00005079082,0.0025262546,0.00081056246,0.0005495957,0.00010181895,0.9870735,0.00044691656],"about_ca_topic_score_codex":0.0022144208,"about_ca_topic_score_gemma":0.00025843972,"teacher_disagreement_score":0.92361426,"about_ca_system_score_codex":0.0011800912,"about_ca_system_score_gemma":0.00085029745,"threshold_uncertainty_score":0.9998163},"labels":[],"label_agreement":null},{"id":"W7034115406","doi":"","title":"Thriving Transitions, Navigating and empowering micro-businesses toward a promising future with the “Transformative Strategy Journey”","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Space Satellite Systems and Control","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":"Thriving; Transformative learning; Sustainability; Strategic planning; Strategic alignment; Strategic management; Strategic thinking; Scenario planning; Conceptual framework","score_opus":0.021921474649552,"score_gpt":0.26392011456802944,"score_spread":0.24199863991847745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034115406","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012459189,0.0044492604,0.00085558445,0.000773343,0.00028089146,0.001547269,0.000079142315,0.0003842585,0.97917104],"genre_scores_gemma":[0.3037052,0.0029845526,0.00052525126,0.000015441894,0.00069645693,0.0000037464954,0.000033589586,0.0005818793,0.6914539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776506,0.00036702765,0.00016949157,0.0005725933,0.0005038976,0.00062193157],"domain_scores_gemma":[0.9989953,0.00006571584,0.00009890617,0.00041689008,0.00019714328,0.00022603452],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045627684,0.000457278,0.00050679623,0.0005010695,0.000862408,0.000826598,0.0009410958,0.0003915739,0.000006222191],"category_scores_gemma":[0.0000029856187,0.0003932337,0.0001178927,0.0010864702,0.00040376373,0.0007621035,0.00016495617,0.0017819967,0.000020270287],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00133236,0.0002239569,0.00045078562,0.010737262,0.0075253616,0.0143329315,0.06503513,0.0018860253,0.021227455,0.79897785,0.05939058,0.018880287],"study_design_scores_gemma":[0.0013239145,0.00019335856,0.00010710743,0.0045756167,0.00028928593,0.00020839323,0.08907294,0.00050493644,0.000364044,0.000012966816,0.9025421,0.0008053006],"about_ca_topic_score_codex":0.0015732041,"about_ca_topic_score_gemma":0.001340096,"teacher_disagreement_score":0.84315157,"about_ca_system_score_codex":0.00044266813,"about_ca_system_score_gemma":0.00031332672,"threshold_uncertainty_score":0.99985194},"labels":[],"label_agreement":null},{"id":"W7034160160","doi":"","title":"The sunshine eaters [Exhibition catalogue]","year":2018,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sunshine duration; Period (music); Term (time)","score_opus":0.0342905773090908,"score_gpt":0.24015498774275768,"score_spread":0.20586441043366688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034160160","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012081044,0.00062710623,0.00009239743,0.0002709398,0.0005148066,0.00083337526,0.0001655634,0.00044423607,0.99584347],"genre_scores_gemma":[0.009562612,0.001756603,0.000074477255,0.000009643552,0.00015645714,0.0000011854723,0.0002845294,0.000058760972,0.98809576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970062,0.00051367335,0.00023551096,0.00074352697,0.00062723376,0.0008738503],"domain_scores_gemma":[0.9975192,0.00035131205,0.00009754467,0.0012836012,0.000475615,0.00027272291],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009063003,0.00048905914,0.00056818454,0.0007247321,0.0031386744,0.00027382435,0.0036161565,0.0010197003,0.000008453991],"category_scores_gemma":[0.00002560292,0.000481297,0.00031042128,0.000639369,0.0023633095,0.0009231609,0.0008134843,0.0020977438,0.00018460496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020521351,0.000020311165,0.00001498101,0.00009385919,0.0010461778,0.0012548086,0.0001444748,0.0000504163,0.000057788882,0.87067914,0.12626968,0.00016316712],"study_design_scores_gemma":[0.00056834234,0.00025871542,0.00007701187,0.00012801593,0.00038177322,0.000042521817,0.0010881834,0.00016600639,0.00023070035,0.0034529576,0.9930684,0.00053736166],"about_ca_topic_score_codex":0.00082611584,"about_ca_topic_score_gemma":0.0029007075,"teacher_disagreement_score":0.8672262,"about_ca_system_score_codex":0.0018082238,"about_ca_system_score_gemma":0.00077511725,"threshold_uncertainty_score":0.99976385},"labels":[],"label_agreement":null},{"id":"W7034190223","doi":"","title":"Students Who Thrive&#13;\\n - Well-being of University Students in Ontario","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; State (computer science); Higher education; Key (lock); Student life","score_opus":0.04872161231548995,"score_gpt":0.2860839287590238,"score_spread":0.23736231644353384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034190223","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1757582,0.000026696154,0.0000029872274,0.000054431293,0.00032637885,0.0009521923,0.00008456908,0.00007486114,0.8227197],"genre_scores_gemma":[0.08413631,0.000319076,0.000023949524,0.000008274795,0.00014086226,2.5202147e-7,0.000043870674,0.000117639975,0.9152098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944445,0.001640438,0.00034406254,0.0011050955,0.0016345585,0.00083135476],"domain_scores_gemma":[0.99755585,0.00015006308,0.0005037197,0.00094332115,0.0005076999,0.0003393274],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009507128,0.00053681206,0.0011169673,0.0020459788,0.0010983982,0.0005224773,0.0054168142,0.0004609314,0.0013438765],"category_scores_gemma":[0.000016167683,0.00056476553,0.00034009913,0.00050075026,0.0013444301,0.0010841128,0.0028511598,0.00090935896,0.0003058625],"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":[0.0012186383,0.0006160923,0.04971537,0.00016077416,0.0011160956,0.0034621481,0.011237431,0.0000027448666,0.00021517217,0.9040642,0.028114567,0.00007676438],"study_design_scores_gemma":[0.0028420957,0.00019385917,0.00626396,0.0011335177,0.00024280326,0.0000029357723,0.014937616,0.0000013386467,0.00007576862,0.000037731603,0.97362673,0.00064165884],"about_ca_topic_score_codex":0.5162096,"about_ca_topic_score_gemma":0.7807799,"teacher_disagreement_score":0.9455122,"about_ca_system_score_codex":0.002984759,"about_ca_system_score_gemma":0.00064770103,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W7034305913","doi":"","title":"Towards A Dementia-friendly Built Environment: Wayfinding Systems to Support Persons with Dementia in Geriatric Psychiatry Units Toronto Rehabilitation Institute","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Sesquiterpenes and Asteraceae Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Signage; Dementia; Set (abstract data type); Unit (ring theory); Rehabilitation; Geriatric psychiatry; Geriatrics; Population","score_opus":0.027657130840019452,"score_gpt":0.28089815591031153,"score_spread":0.25324102507029206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034305913","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040832773,0.001566306,0.0003517721,0.0001952161,0.0005269984,0.0018517438,0.0002149543,0.00003573002,0.9544245],"genre_scores_gemma":[0.10163735,0.00072236016,0.0023340075,0.00002160224,0.00034095708,0.000007876361,0.00047588596,0.00019104863,0.89426893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686456,0.00054011366,0.00021546161,0.0010666283,0.00064615725,0.0006670669],"domain_scores_gemma":[0.9984073,0.000015028502,0.0002069122,0.0007502889,0.0002455521,0.0003749017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005613789,0.00040279195,0.00044459928,0.00065997685,0.00054288364,0.00016208773,0.0013048435,0.0003799872,0.000012345893],"category_scores_gemma":[0.000024998855,0.00045089037,0.00008334934,0.00077827886,0.0003136449,0.000110746085,0.0011968956,0.00031523543,0.00002240499],"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":[0.0051221834,0.0012658886,0.054850433,0.0010672178,0.0050190417,0.0017313805,0.0035749471,0.0010014949,0.006569955,0.3223322,0.5963017,0.0011635866],"study_design_scores_gemma":[0.0018989752,0.0018769513,0.0011958148,0.0002885533,0.00020526421,0.000015243139,0.010019936,0.000007801415,0.000042619773,0.0000016753274,0.98391163,0.00053552893],"about_ca_topic_score_codex":0.01619992,"about_ca_topic_score_gemma":0.020218264,"teacher_disagreement_score":0.38760996,"about_ca_system_score_codex":0.0007886918,"about_ca_system_score_gemma":0.0013390256,"threshold_uncertainty_score":0.9997943},"labels":[],"label_agreement":null},{"id":"W7034435627","doi":"","title":"Transparency Is the New Black: A Systemic View of Fashion Sustainability in Canada and Abroad","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Sustainability; Production (economics); Sustainable development; Government (linguistics)","score_opus":0.030049464763735052,"score_gpt":0.2853031574313482,"score_spread":0.25525369266761316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034435627","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038099945,0.0014017426,0.000032096275,0.00060701,0.0001360092,0.0032263608,0.00028603428,0.00005230569,0.9561585],"genre_scores_gemma":[0.16775309,0.0015402673,0.000036094116,0.00001376739,0.000047298523,7.435902e-7,0.000046375084,0.00020141917,0.83036095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99121666,0.0039782473,0.00047420734,0.0015597658,0.0016436819,0.0011274291],"domain_scores_gemma":[0.9956064,0.00038819714,0.0005270054,0.0019085768,0.000907909,0.00066187006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013778006,0.0006157041,0.0012550913,0.0017550958,0.0006368955,0.00016443612,0.0038259237,0.00059133564,0.000067635156],"category_scores_gemma":[0.00010932161,0.0006540289,0.00022452317,0.0046501677,0.0013617331,0.00046498814,0.0012796496,0.0017604058,0.000016479216],"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":[0.0010664831,0.00031638652,0.034673814,0.0036115705,0.00085542985,0.007495484,0.0035532166,0.00006941489,0.00068154203,0.77185315,0.17494091,0.00088262034],"study_design_scores_gemma":[0.0028716496,0.00015197712,0.0076057487,0.002669749,0.00024884756,0.00006340745,0.03279392,0.00006614771,0.00013218356,0.00003028239,0.9525528,0.0008132889],"about_ca_topic_score_codex":0.9711469,"about_ca_topic_score_gemma":0.968948,"teacher_disagreement_score":0.7776119,"about_ca_system_score_codex":0.010596107,"about_ca_system_score_gemma":0.0282021,"threshold_uncertainty_score":0.9995911},"labels":[],"label_agreement":null},{"id":"W7034578864","doi":"","title":"Towards Sustainable Futures - Using strategic foresight in the design of transformative sustainability","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Tardigrade 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":"Futures studies; Sustainability; Transformative learning; Futures contract; Grand Challenges; Backcasting; Scenario planning; Social sustainability; Critical mass (sociodynamics); Flexibility (engineering)","score_opus":0.1105924948291704,"score_gpt":0.2985921171587989,"score_spread":0.18799962232962852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034578864","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072316505,0.00031096666,0.00004422957,0.00049859745,0.000077688856,0.0018702537,0.000048031725,0.00002829632,0.9248054],"genre_scores_gemma":[0.4203482,0.00035855293,0.0001494185,0.000021824513,0.00012710833,0.0000018256497,0.00009840793,0.000010415835,0.57888424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99395376,0.0040740245,0.00019836484,0.0006055466,0.00039014147,0.00077817007],"domain_scores_gemma":[0.99856967,0.00041298207,0.00019759846,0.0002507611,0.0004384619,0.00013052693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014646455,0.00027593412,0.0005385784,0.0002543644,0.0010396014,0.00010149321,0.0022682308,0.0007429914,0.000059276026],"category_scores_gemma":[0.000048308586,0.00014481899,0.00018211565,0.0016972177,0.00090631866,0.00029963886,0.00041928224,0.0008628351,0.0000017311085],"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":[0.0006497762,0.00030381358,0.0011618454,0.00016395013,0.00014167921,0.0022257133,0.00086937926,0.00006258499,0.0010943286,0.99028146,0.0027621442,0.00028335114],"study_design_scores_gemma":[0.0012474415,0.0012463105,0.012972521,0.00020199505,0.00012469907,0.000053644977,0.2220805,0.00010429477,0.000423672,0.0018174971,0.7590391,0.0006883396],"about_ca_topic_score_codex":0.031336483,"about_ca_topic_score_gemma":0.0106159635,"teacher_disagreement_score":0.98846394,"about_ca_system_score_codex":0.00074874336,"about_ca_system_score_gemma":0.00087332784,"threshold_uncertainty_score":0.9751139},"labels":[],"label_agreement":null},{"id":"W7034634453","doi":"","title":"This Is The Artists’ Object(ive): &#13;\\nThe Conceptual Display of The Object, The Thing, and Asserting Subjectivity Through The Arts","year":2017,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subjectivity; Exhibition; The arts; Representation (politics); Identity (music); Ethnography","score_opus":0.03154693770243795,"score_gpt":0.2938272660484253,"score_spread":0.26228032834598736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034634453","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43927985,0.00006796871,0.0000043386876,0.0010712087,0.000355411,0.0009001799,0.000017867764,0.000013598497,0.5582895],"genre_scores_gemma":[0.6478239,0.00016199541,0.0000093525005,0.000094474395,0.00005727698,0.0000017415197,0.0000137189545,0.000015661564,0.35182184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99466586,0.002761027,0.00024173548,0.0008426005,0.00080682104,0.00068193424],"domain_scores_gemma":[0.996396,0.0010628175,0.00061020063,0.0016535334,0.0001691287,0.0001083251],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0019032657,0.00037760628,0.00043222203,0.00007666089,0.008623743,0.00022701405,0.005380224,0.0005346408,0.00006264385],"category_scores_gemma":[0.00030289983,0.00021334451,0.00026135036,0.0005335541,0.0061215158,0.00080725737,0.0024352574,0.0021477798,0.00005611788],"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":[0.0015803152,0.00021093701,0.05704117,0.00006324519,0.0005062341,0.00023613365,0.043594718,0.000031700838,0.0049545127,0.87921715,0.010991292,0.0015725727],"study_design_scores_gemma":[0.0011845719,0.00038318432,0.3312789,0.00018828006,0.0004613697,0.00007908732,0.05080058,0.000093462884,0.008431976,0.0007077223,0.60575294,0.0006379213],"about_ca_topic_score_codex":0.046655603,"about_ca_topic_score_gemma":0.036721185,"teacher_disagreement_score":0.87850946,"about_ca_system_score_codex":0.0004733422,"about_ca_system_score_gemma":0.0004566608,"threshold_uncertainty_score":0.9997884},"labels":[],"label_agreement":null},{"id":"W7034916446","doi":"","title":"The White People Problem: Experiments in The Reverse Gaze.","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":0,"is_retracted":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); Privilege (computing); Harm; Indigenous; White privilege; Colonialism; Thunder","score_opus":0.05883317691586662,"score_gpt":0.3445162380942842,"score_spread":0.2856830611784176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034916446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0660161,0.00014199194,0.000049105456,0.0006666167,0.00073517737,0.0020066595,0.000012572437,0.00007601679,0.93029577],"genre_scores_gemma":[0.24185157,0.000529485,0.000070385344,0.00002028636,0.00010650616,0.0000036234253,0.00006415896,0.00002926053,0.7573247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99392956,0.0027970779,0.00020554691,0.0006884147,0.0014843816,0.0008950346],"domain_scores_gemma":[0.99752456,0.0007398902,0.00018905135,0.0008462416,0.00048179223,0.00021845225],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027429806,0.00028656266,0.0003438912,0.0005434798,0.0042324155,0.00070865976,0.004496068,0.00048529232,0.000005745539],"category_scores_gemma":[0.00014117376,0.00025847275,0.00017727006,0.0019340832,0.00035882124,0.0008120664,0.0002652389,0.0014671278,0.00010390517],"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":[0.00057945336,0.00014665691,0.0077830856,0.00007145481,0.00010604361,0.0006768788,0.059981965,0.00006271963,0.000091903115,0.9205895,0.009469914,0.00044041485],"study_design_scores_gemma":[0.0008582526,0.00013116549,0.0068584722,0.0002946382,0.000051569445,0.0000037339307,0.26982182,0.000025453472,0.000052069365,0.000062670384,0.7214225,0.00041766005],"about_ca_topic_score_codex":0.024296436,"about_ca_topic_score_gemma":0.026057575,"teacher_disagreement_score":0.92052686,"about_ca_system_score_codex":0.0013728444,"about_ca_system_score_gemma":0.0017021354,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W7036063822","doi":"","title":"Back to the future at the Ontario College of Art &amp; Design","year":2009,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Impact of AI and Big Data on Business and Society","field":"Decision 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":"Work (physics); Exposition (narrative); Government (linguistics); Agency (philosophy)","score_opus":0.19527058556600993,"score_gpt":0.3612732255689683,"score_spread":0.16600264000295836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036063822","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007383125,0.00013353307,0.0006960452,0.006061584,0.00049829436,0.0016700071,0.0005286591,0.00002283504,0.9896507],"genre_scores_gemma":[0.00048908393,0.00025258903,0.0006448781,0.00019057796,0.00025996237,3.1898048e-7,0.00004486136,0.000052631905,0.9980651],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930944,0.002167853,0.00032346896,0.0009875232,0.002700938,0.0007258344],"domain_scores_gemma":[0.99511737,0.0006925927,0.00044107236,0.0024116952,0.0009145008,0.0004227906],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038013263,0.00038925424,0.00069189386,0.0007507077,0.0023738742,0.00040713476,0.008428134,0.00057429954,0.00073623867],"category_scores_gemma":[0.000115494084,0.000249257,0.00037500242,0.0032030751,0.0008999533,0.0005599715,0.0022561327,0.0010263383,0.0017853049],"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":[0.0005416348,0.00010163939,0.00024613834,0.000008081286,0.00011989325,0.00015634055,0.0007382158,0.000025907395,0.0000511426,0.12630261,0.87120813,0.0005002428],"study_design_scores_gemma":[0.00066610833,0.00020018462,0.0017838917,0.0001084197,0.00005872628,0.000018822418,0.0038333463,0.000006411519,0.000051896754,0.000042815955,0.99291766,0.00031170348],"about_ca_topic_score_codex":0.019418754,"about_ca_topic_score_gemma":0.15421948,"teacher_disagreement_score":0.13480073,"about_ca_system_score_codex":0.0012336597,"about_ca_system_score_gemma":0.0018280653,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W7036252685","doi":"","title":"bodies-cities:exploring embodied knowledge of urban sites through interactive virtual reality experiences","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Phytochemistry and Biological Activities","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Embodied cognition; Affordance; Virtual reality; Downtown; Ethnography; Materialism; Augmented reality; Quantum entanglement; Spectacle","score_opus":0.14221153827598293,"score_gpt":0.32480416405397333,"score_spread":0.1825926257779904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036252685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.528342,0.00005315502,6.6028554e-7,0.000029611412,0.0001974405,0.00031200543,0.0000950852,0.000041281244,0.47092876],"genre_scores_gemma":[0.81798327,0.00025044958,0.000021971453,0.000004756365,0.00030126062,0.0000041493668,0.0004577188,0.0000032208031,0.1809732],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9963741,0.0009842907,0.00031239292,0.0011048231,0.00054363377,0.0006807962],"domain_scores_gemma":[0.9973423,0.000721883,0.00041783814,0.0002835141,0.0009886485,0.0002458512],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005440511,0.00043458934,0.00072028115,0.00011208394,0.0019519203,0.00020486074,0.002567959,0.0005540771,0.00004216352],"category_scores_gemma":[0.00013871075,0.00026275867,0.0003218785,0.00089235115,0.001246121,0.0016991495,0.0007783423,0.0009162698,0.000020382458],"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":[0.011325476,0.0017430763,0.0022037255,0.00036331944,0.0008056601,0.00044090985,0.06352441,0.0000020452426,0.27051783,0.6370712,0.0054546283,0.0065477025],"study_design_scores_gemma":[0.0005959975,0.0021837072,0.0043738578,0.00060058903,0.00009779186,0.000007027632,0.4773939,0.00001467583,0.18367772,0.00028512834,0.32986405,0.0009055394],"about_ca_topic_score_codex":0.0033531324,"about_ca_topic_score_gemma":0.0027156144,"teacher_disagreement_score":0.6367861,"about_ca_system_score_codex":0.0005207095,"about_ca_system_score_gemma":0.00024914925,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W7036549220","doi":"","title":"Business Ideation for Creative Entrepreneurs","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ideation; Conversation; Leverage (statistics); Business plan; Creativity; Revenue; Entrepreneurship; Business model","score_opus":0.07845399420367452,"score_gpt":0.34831554538040954,"score_spread":0.26986155117673505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036549220","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024988092,0.00002849204,0.0022242537,0.000481887,0.00044699147,0.0015547074,0.0001931238,0.0005661221,0.9942545],"genre_scores_gemma":[0.0017505558,0.0008137471,0.0006019671,0.000007864011,0.00021407111,0.0000019306458,0.0002286041,0.00018896876,0.9961923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970471,0.00082221464,0.00013926334,0.00071067555,0.0007391717,0.0005415511],"domain_scores_gemma":[0.9978787,0.00034228,0.00024186731,0.00035854548,0.00090590393,0.00027271183],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007834189,0.00021896133,0.0003231338,0.0011644315,0.0022015413,0.00025540325,0.0012869935,0.0005286393,0.000020664256],"category_scores_gemma":[0.0001855114,0.00029024025,0.0001199361,0.0021633268,0.0006352044,0.0006706898,0.000103623235,0.0003528094,0.000065831315],"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":[0.00026024962,0.000067121335,0.001842581,0.000046704805,0.00013466747,0.00020543179,0.0020805616,0.0002782903,0.000009845932,0.9201546,0.07441976,0.00050021854],"study_design_scores_gemma":[0.0009499242,0.000057634414,0.0027400411,0.00028586114,0.000099696204,5.0508976e-7,0.008905799,0.000049032235,0.000014328547,0.000051722032,0.9865306,0.00031486523],"about_ca_topic_score_codex":0.05329598,"about_ca_topic_score_gemma":0.027268965,"teacher_disagreement_score":0.92010283,"about_ca_system_score_codex":0.0008260045,"about_ca_system_score_gemma":0.0013151397,"threshold_uncertainty_score":0.999955},"labels":[],"label_agreement":null},{"id":"W7036720185","doi":"","title":"THE CHIME: POETICALLY TRANSLATING THE DISCRETE DIFFERENCE OF&#13;\\nAGNSOTIC SENSORS INTO A SONIFICATION OF THE CITY","year":2013,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Physics and Engineering Research Articles","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":"Ontario College of Art and Design","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sonification; Realization (probability); Generative grammar; Space (punctuation); Musical instrument; Soundscape; Musical","score_opus":0.021783907997835944,"score_gpt":0.2524038791189033,"score_spread":0.23061997112106733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036720185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84423625,0.000117032854,0.00009702005,0.00022741107,0.0001456449,0.0008079387,0.000015128044,0.000035855508,0.15431774],"genre_scores_gemma":[0.9759801,0.00028776028,0.0000475726,8.196756e-7,0.000027699738,0.0000016804744,0.000014878755,0.000028081915,0.0236114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997582,0.00050417817,0.0002494392,0.0003184323,0.000844903,0.0005010107],"domain_scores_gemma":[0.9978832,0.00050141837,0.00013501217,0.0008535762,0.00047046432,0.00015634534],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00060913974,0.0002363401,0.00029695046,0.00018222579,0.0014366286,0.00018319167,0.0027552266,0.00016402076,0.0000013109965],"category_scores_gemma":[0.00009704445,0.00016659492,0.00020042388,0.0010302755,0.00066096487,0.0003168002,0.00025659657,0.0011090696,0.000005015228],"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":[0.00030949267,0.000086215055,0.0009890172,0.00045229332,0.0004558785,0.000026242058,0.0047692256,0.006445286,0.09930397,0.8802952,0.00015485084,0.006712331],"study_design_scores_gemma":[0.004363071,0.0009544289,0.4003719,0.0038820566,0.0009820563,0.000021047967,0.07639584,0.23932812,0.22921431,0.01003733,0.031574495,0.0028753495],"about_ca_topic_score_codex":0.0022264123,"about_ca_topic_score_gemma":0.0010419915,"teacher_disagreement_score":0.87025785,"about_ca_system_score_codex":0.00029873918,"about_ca_system_score_gemma":0.00032578243,"threshold_uncertainty_score":0.9998634},"labels":[],"label_agreement":null},{"id":"W7036918862","doi":"","title":"Decoding Gen Z Identity Construction in Social Networks Through The Paradigm of Branding","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","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":"Ontario College of Art and Design","funders":"","keywords":"Identity (music); Ideology; Citizen journalism; Expression (computer science); Resource (disambiguation); Social identity theory; Association (psychology)","score_opus":0.09272086627164307,"score_gpt":0.2851749732728243,"score_spread":0.19245410700118126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036918862","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010833745,0.00020127672,0.00006495075,0.000986905,0.0002512699,0.00079164706,0.00004364843,0.000048278514,0.98677826],"genre_scores_gemma":[0.5319563,0.0030009483,0.00030120183,0.000068033005,0.0011029388,0.000001955369,0.000023075749,0.00002226576,0.46352327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975279,0.000932959,0.00018175239,0.0005489002,0.00034317444,0.00046534408],"domain_scores_gemma":[0.9991257,0.00028373525,0.00029429936,0.00012017666,0.000081091755,0.00009499859],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043274177,0.00021729803,0.00047982475,0.00010186449,0.0016618366,0.00012055709,0.0015985974,0.00041282666,0.000024650855],"category_scores_gemma":[0.000026741489,0.00012988239,0.00016930056,0.0013860224,0.0010434313,0.00050173094,0.000868899,0.00075614336,0.000009015996],"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":[0.0003630004,0.000106328655,0.020711001,0.000043841523,0.00034224312,0.00035535518,0.00017919343,0.000011602649,0.0003058612,0.95686466,0.019825934,0.0008909964],"study_design_scores_gemma":[0.0007418154,0.00016313625,0.031105408,0.00012053796,0.00008457123,0.000008699654,0.008855384,0.00005120266,0.000026551863,0.0002799244,0.95822704,0.0003357289],"about_ca_topic_score_codex":0.0035933806,"about_ca_topic_score_gemma":0.019147687,"teacher_disagreement_score":0.9565847,"about_ca_system_score_codex":0.0003559589,"about_ca_system_score_gemma":0.000088515764,"threshold_uncertainty_score":0.99963784},"labels":[],"label_agreement":null},{"id":"W7036979770","doi":"","title":"Dayna Danger, Thirza Cuthand and Bannock Babes: Desire in Two-Spirit and Queer Indigenous Visual Culture in Relation to Land","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Animal and Plant Science Education","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":"Electronic Arts (Canada)","funders":"","keywords":"Queer; Indigenous; Relation (database); Visual culture; Representation (politics); Kinship","score_opus":0.058914400596933404,"score_gpt":0.3689790507766091,"score_spread":0.31006465017967566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036979770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7005775,0.0002419362,0.0000104583605,0.00017351507,0.00020413588,0.0009133676,0.00002527487,0.000018867984,0.29783496],"genre_scores_gemma":[0.80035466,0.0002537159,0.00010682608,0.000033821583,0.00008461749,0.0000020331595,0.0003084987,0.000021995684,0.19883384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968528,0.0008848668,0.00021800866,0.0010269815,0.00046625835,0.00055105664],"domain_scores_gemma":[0.9988309,0.00016148563,0.00014768659,0.00024251716,0.00021813539,0.00039928424],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00066468783,0.00028798377,0.00040650493,0.0011555456,0.00079313223,0.00023418394,0.0007790107,0.00048701427,0.000006526215],"category_scores_gemma":[0.000052692714,0.00033548835,0.000045235938,0.0016382163,0.00018032854,0.0008428246,0.00023121003,0.0012534566,0.000040467345],"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":[0.0054267617,0.0004250531,0.31117234,0.00021768123,0.00014551108,0.003743515,0.12798597,0.000022951419,0.0023765692,0.54435045,0.0011542414,0.0029789417],"study_design_scores_gemma":[0.0031316706,0.0010595683,0.8035508,0.00062752364,0.000101148944,0.000059134778,0.09281117,0.00015823226,0.000180487,0.00013502427,0.097296245,0.0008890157],"about_ca_topic_score_codex":0.012907162,"about_ca_topic_score_gemma":0.010212286,"teacher_disagreement_score":0.54421544,"about_ca_system_score_codex":0.00053115655,"about_ca_system_score_gemma":0.00055599026,"threshold_uncertainty_score":0.9999097},"labels":[],"label_agreement":null},{"id":"W7037013208","doi":"","title":"'Crafting' Curricula and Pedagogies Examining Efforts to De-center Sheridan College's Furniture Studio Through Indigenous Community Engagement","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Public Health Ontario","funders":"","keywords":"Indigenous; Curriculum; Craft; Community engagement; Traditional knowledge; Transformative learning; Indigenous education; Focus group; Participatory action research; Experiential learning","score_opus":0.11099887729092639,"score_gpt":0.31038676198417636,"score_spread":0.19938788469324997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037013208","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1453168,0.0000904483,0.000031030377,0.00022357519,0.00035673668,0.0015463539,0.0001928336,0.00018161802,0.8520606],"genre_scores_gemma":[0.057912655,0.00022071501,0.00074716925,0.00017755773,0.00008891566,0.0000024515257,0.000048770737,0.00015383895,0.9406479],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99468434,0.0022405807,0.00019230845,0.001060138,0.00071013556,0.0011125113],"domain_scores_gemma":[0.99829906,0.00014381575,0.00014903428,0.000828462,0.00006826364,0.0005113777],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013293073,0.00050382287,0.0005979483,0.0005980114,0.0027484524,0.000357225,0.00268085,0.000533174,0.0002109253],"category_scores_gemma":[0.000036662637,0.0005876473,0.00012047193,0.0009583889,0.0014013078,0.0007009101,0.0073177647,0.002147328,0.0007594876],"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":[0.0005754647,0.0009403986,0.03858518,0.00052981114,0.000869704,0.012097231,0.053685598,0.00010350981,0.00043790956,0.10527785,0.78629404,0.0006033179],"study_design_scores_gemma":[0.00101931,0.0006343592,0.0017212176,0.0003617959,0.00015136677,0.00005302207,0.030272754,0.00001748594,0.00007207126,0.000053157575,0.9650234,0.0006200894],"about_ca_topic_score_codex":0.02558437,"about_ca_topic_score_gemma":0.02536646,"teacher_disagreement_score":0.17872936,"about_ca_system_score_codex":0.0022020314,"about_ca_system_score_gemma":0.0002190509,"threshold_uncertainty_score":0.9996575},"labels":[],"label_agreement":null},{"id":"W7037086826","doi":"","title":"CUTTING ACROSS: Identities and Digital Marketing","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liminality; Identity (music); Digital marketing; Digital identity; Invisibility; Social identity theory; Digital transformation; The Internet","score_opus":0.02513619957647049,"score_gpt":0.26619952667829805,"score_spread":0.24106332710182757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037086826","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022853017,0.000097482065,0.000009233831,0.00007397999,0.00017778331,0.0005723243,0.00011758954,0.00011742537,0.9759812],"genre_scores_gemma":[0.01493307,0.0003544143,0.000120290504,0.000016720282,0.00008512009,4.3582187e-7,0.000046657213,0.0001088808,0.9843344],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964225,0.0009709507,0.00014448607,0.0010266302,0.0006611346,0.0007742558],"domain_scores_gemma":[0.9986769,0.00019097292,0.00021395471,0.00056420354,0.000028214314,0.00032578356],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000911772,0.00030161222,0.00037358186,0.0003398208,0.0021619962,0.0003828652,0.0019555236,0.0003701837,0.000651212],"category_scores_gemma":[0.00006304963,0.00035814318,0.00012100474,0.000708037,0.0019614473,0.0007449101,0.0060703265,0.0009055322,0.00021039422],"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":[0.0010239516,0.00033826675,0.15121494,0.0002195865,0.0005224677,0.009169652,0.0018731885,0.000022175313,0.0006912855,0.35192928,0.47345278,0.0095424205],"study_design_scores_gemma":[0.00061608374,0.00010872613,0.0035322488,0.00007293323,0.000024700945,0.00006715682,0.009307026,0.000017877297,0.000009769044,0.000011416607,0.98583055,0.00040153376],"about_ca_topic_score_codex":0.0036470408,"about_ca_topic_score_gemma":0.0006789878,"teacher_disagreement_score":0.51237774,"about_ca_system_score_codex":0.0011832219,"about_ca_system_score_gemma":0.00012714026,"threshold_uncertainty_score":0.99988705},"labels":[],"label_agreement":null},{"id":"W7037274780","doi":"","title":"Discovering synergies between Design and Financial Literacy","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infographic; Financial literacy; Key (lock); Core (optical fiber); Financial services; Visual literacy","score_opus":0.06310223221224637,"score_gpt":0.3178162656950445,"score_spread":0.25471403348279814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037274780","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029798057,0.00086993724,0.0007367408,0.00012698554,0.00038618187,0.0021223978,0.00055356085,0.0006601886,0.9915642],"genre_scores_gemma":[0.009495587,0.0005636829,0.0017238146,0.000007356033,0.00048643572,0.0000013283263,0.00008566844,0.00085399416,0.98678213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99217296,0.0024695222,0.00031385984,0.002187976,0.0014257726,0.0014299277],"domain_scores_gemma":[0.9966023,0.00044775382,0.00032718564,0.0014076199,0.0003839852,0.00083117065],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014800203,0.0008730507,0.0011291188,0.0052502565,0.0014353713,0.0015455917,0.00374682,0.0010786385,0.000018842915],"category_scores_gemma":[0.00012478686,0.001064831,0.00029038827,0.0037281178,0.0017555228,0.002067927,0.003971769,0.002475109,0.0016309877],"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":[0.0006181541,0.000100845355,0.0005357818,0.00043200693,0.0005825021,0.007919998,0.0009634937,0.000023079312,0.00046645338,0.76391613,0.22386685,0.0005747168],"study_design_scores_gemma":[0.0014102652,0.0003089207,0.00045327563,0.0018943846,0.00044949443,0.000041018764,0.0010668286,0.000063339656,0.0002510816,0.00014767119,0.9927885,0.0011251975],"about_ca_topic_score_codex":0.006958569,"about_ca_topic_score_gemma":0.00037816944,"teacher_disagreement_score":0.7689217,"about_ca_system_score_codex":0.0020121885,"about_ca_system_score_gemma":0.0016044849,"threshold_uncertainty_score":0.99986464},"labels":[],"label_agreement":null},{"id":"W7037316666","doi":"","title":"Drawing Down Toronto: Examining the Potentiality and Systemic Interactions of 90 Measures to Achieve Municipal Sustainability","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Sustainability; Context (archaeology); Climate change; Participatory action research; Action research; Action (physics); Sustainability science; Action plan; Government (linguistics)","score_opus":0.04839931506208334,"score_gpt":0.30646583835053154,"score_spread":0.2580665232884482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037316666","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14443704,0.00005368353,0.00006936974,0.00027870992,0.0002837218,0.001244087,0.00004120772,0.000100521975,0.85349166],"genre_scores_gemma":[0.40086454,0.00015391682,0.000043407665,0.000009467567,0.00003819742,0.0000010982379,0.000005403386,0.000059844526,0.5988241],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960072,0.0019392126,0.00020349117,0.00082649844,0.00042708952,0.0005965187],"domain_scores_gemma":[0.9981037,0.00044039916,0.00021169138,0.0008697665,0.0001090359,0.00026545135],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017148276,0.0002537728,0.00044503872,0.0002470603,0.0013640502,0.00007620853,0.0018576529,0.00038780374,0.00008110888],"category_scores_gemma":[0.00017989991,0.00024777366,0.000101946054,0.0006665564,0.001527409,0.00044617377,0.0030005625,0.0007389083,0.00005624497],"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":[0.0047898563,0.0007879305,0.18289678,0.0005325035,0.0018338601,0.0024697804,0.01780657,0.0012905141,0.005128879,0.677488,0.09754227,0.007433037],"study_design_scores_gemma":[0.00093159033,0.0005741399,0.05693919,0.00027600065,0.0001903153,0.00005590666,0.06390805,0.000087190914,0.00006924103,0.000050463583,0.8763619,0.0005560133],"about_ca_topic_score_codex":0.11130065,"about_ca_topic_score_gemma":0.13194469,"teacher_disagreement_score":0.7788196,"about_ca_system_score_codex":0.002643717,"about_ca_system_score_gemma":0.00021529931,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W7037719704","doi":"","title":"Five (failed) attempts at a feminist revolution","year":2008,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Study of Mite 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":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Performative utterance; Ephemeral key; Contemporary art; Ignorance; Opposition (politics); Gesture; Publics; Art world","score_opus":0.06152106600675496,"score_gpt":0.26065076026929884,"score_spread":0.1991296942625439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037719704","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032190196,0.00027642268,9.118283e-7,0.0004555856,0.0002659975,0.0012569337,0.0002643608,0.00023604468,0.96505356],"genre_scores_gemma":[0.013773065,0.0012258032,0.000091144306,0.000030347037,0.0004572675,8.4752867e-7,0.00015816714,0.000024594576,0.98423874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99524826,0.0010940385,0.00020535638,0.0013431284,0.0011712167,0.00093801133],"domain_scores_gemma":[0.99810004,0.00030341852,0.0003282891,0.00045441242,0.0003134247,0.0005003996],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00042593142,0.0004793283,0.00065601966,0.00034859785,0.0031312085,0.00017862492,0.0033478045,0.00077903457,0.00021477541],"category_scores_gemma":[0.00004505022,0.00031513724,0.00030828782,0.001615045,0.0013133966,0.0003535493,0.0023527879,0.00091018487,0.0007658553],"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":[0.00054499885,0.0002652691,0.0074964887,0.000038184156,0.00024131236,0.0023133357,0.00031613215,9.0035536e-7,0.002595148,0.17461535,0.8107525,0.00082038913],"study_design_scores_gemma":[0.0006838998,0.00040660225,0.011813068,0.00023315458,0.00005627494,0.000049925766,0.0034256454,0.000005740884,0.00011929723,0.000005455115,0.9825975,0.00060349447],"about_ca_topic_score_codex":0.025118465,"about_ca_topic_score_gemma":0.021755457,"teacher_disagreement_score":0.1746099,"about_ca_system_score_codex":0.0018302532,"about_ca_system_score_gemma":0.0002098573,"threshold_uncertainty_score":0.9999301},"labels":[],"label_agreement":null},{"id":"W7037737402","doi":"","title":"Feminist Visions of the Future of Women’s Work: A systemic exploration of the past, present, and future of women at work in Canada","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Futures studies; Face (sociological concept); Work (physics); Prosperity; Unpaid work; Politics; Intersectionality; Value (mathematics)","score_opus":0.022049403392535562,"score_gpt":0.21964383614823235,"score_spread":0.1975944327556968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037737402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64620936,0.0005707413,1.6562016e-7,0.0005287271,0.00033781477,0.0006802585,0.0006088055,0.000004278985,0.35105982],"genre_scores_gemma":[0.6062893,0.0014782267,0.000007593762,0.0000064978763,0.00022360643,0.0000014583615,0.000065638065,0.000006109323,0.39192155],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977497,0.0008383974,0.0002163046,0.00031948986,0.0005303924,0.00034574058],"domain_scores_gemma":[0.9984858,0.00044816497,0.0004444081,0.00028145837,0.00019389308,0.00014626038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033730696,0.00015892951,0.0004313839,0.00010884285,0.00029622726,0.000019837336,0.0012946983,0.00022983161,0.000110441906],"category_scores_gemma":[0.000014575427,0.000078848694,0.00010620904,0.001737013,0.00013048363,0.000111089714,0.00087978,0.00042734883,6.218064e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032882616,0.000535746,0.5876493,0.0010612448,0.00067825126,0.00026605942,0.0074782046,0.00007743031,0.016435169,0.2239424,0.15566294,0.0029250404],"study_design_scores_gemma":[0.00018219177,0.00008692578,0.017390052,0.0011431536,0.000026089887,0.000008692231,0.045344602,0.0000024058047,0.000279516,0.0000059483164,0.9353924,0.00013802122],"about_ca_topic_score_codex":0.33217737,"about_ca_topic_score_gemma":0.25441784,"teacher_disagreement_score":0.7797295,"about_ca_system_score_codex":0.0014148364,"about_ca_system_score_gemma":0.0005894414,"threshold_uncertainty_score":0.7591871},"labels":[],"label_agreement":null},{"id":"W7037762482","doi":"","title":"FORESIGHT FOR EVERY KID&#13;\\nThe Potential Impacts of Futures Education for&#13;\\nSocioeconomically Disadvantaged Children: A Cross-Disciplinary Inquiry","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Ancient Mediterranean Archaeology and 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":"Disadvantaged; Futures studies; Futures contract; Leverage (statistics); Poverty; Socioeconomic status; Perspective (graphical)","score_opus":0.06294856602573314,"score_gpt":0.32725471289626573,"score_spread":0.2643061468705326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037762482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044120852,0.000806669,0.000166374,0.00019535066,0.0028369427,0.0030565856,0.0012235136,0.00010582543,0.9474879],"genre_scores_gemma":[0.04642623,0.00018701702,0.00021289106,0.000038121056,0.0022846223,0.000005856235,0.0009924239,0.00017070497,0.9496821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698603,0.0005508552,0.00032526825,0.0009090149,0.00047910056,0.00074970693],"domain_scores_gemma":[0.9972573,0.00020749522,0.0005528974,0.00072258705,0.0008135514,0.0004461955],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00091082265,0.00043522113,0.00072588027,0.0013471339,0.002507248,0.00015486774,0.0021197961,0.0005986951,0.000115608],"category_scores_gemma":[0.00006417472,0.0004825277,0.00040672062,0.00015291784,0.0045618354,0.00089482614,0.0007479287,0.0007185647,0.000030023231],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029388205,0.00040805014,0.00092844764,0.0003656922,0.00044777384,0.00004996116,0.01648585,0.00000891105,0.00005623559,0.51569235,0.46244076,0.00017712379],"study_design_scores_gemma":[0.0027892706,0.00076071406,0.0020930022,0.0003499661,0.00024914695,0.000011931265,0.014309033,0.000024013889,0.000028378206,0.0004629176,0.97835016,0.00057144364],"about_ca_topic_score_codex":0.0027707429,"about_ca_topic_score_gemma":0.013105059,"teacher_disagreement_score":0.51590943,"about_ca_system_score_codex":0.00087567006,"about_ca_system_score_gemma":0.0026673086,"threshold_uncertainty_score":0.99976265},"labels":[],"label_agreement":null},{"id":"W7038150178","doi":"","title":"The Futures of Environmental, Social, and Governance (ESG) by 2043 in Canada, and the Potential Implications on Large and Public Companies","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Fish Biology and Ecology Studies","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":"Greenwashing; Corporate governance; Futures contract; Quality (philosophy); Scenario planning; Set (abstract data type); Restructuring; Resilience (materials science); Sensemaking; Key (lock)","score_opus":0.02331556899033996,"score_gpt":0.21895054836266495,"score_spread":0.195634979372325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038150178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71392673,0.0015549372,1.3725794e-7,0.011514978,0.000093935676,0.00074193336,0.00072502124,0.00002277455,0.27141953],"genre_scores_gemma":[0.8024173,0.010267436,7.307026e-7,0.00003916583,0.000031989806,9.563411e-7,0.000014117468,0.0000049161786,0.18722339],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986209,0.0005109291,0.00008162305,0.00032621477,0.00015303888,0.00030728526],"domain_scores_gemma":[0.999249,0.00045766815,0.00012300313,0.00008343233,0.000023181194,0.0000637083],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00028436174,0.00012498822,0.00023185446,0.000031231655,0.0022865525,0.00005337672,0.00060274894,0.00016800461,0.000003075576],"category_scores_gemma":[0.000019863532,0.0000591546,0.000028799963,0.00022210958,0.0016814286,0.00008534035,0.00068609975,0.00034546963,9.195674e-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":[0.00043432918,0.000090231464,0.1001452,0.000014666532,0.00026930784,0.00008674828,0.00018002534,2.1087543e-7,0.00032406682,0.7520748,0.14382209,0.0025583252],"study_design_scores_gemma":[0.0004948912,0.00006586611,0.5608055,0.000014021173,0.00001729243,0.000003221679,0.007623605,0.0000029362022,0.0000041473577,0.000028803513,0.4308428,0.00009691081],"about_ca_topic_score_codex":0.44939148,"about_ca_topic_score_gemma":0.9498391,"teacher_disagreement_score":0.752046,"about_ca_system_score_codex":0.00019525147,"about_ca_system_score_gemma":0.00007743517,"threshold_uncertainty_score":0.99901235},"labels":[],"label_agreement":null},{"id":"W7038560032","doi":"","title":"An Insufficient Record//Exploring the photo-ethics of preserving of Black Vancouver","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Documentation; Politics; Citizen journalism; Portrait; Identity (music); Subject (documents); Object (grammar); Narrative","score_opus":0.11854025313140996,"score_gpt":0.31493007456372835,"score_spread":0.19638982143231837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038560032","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4569781,0.000011330465,0.000022267575,0.0000693653,0.00060704636,0.0006874962,0.000009023841,0.000038473732,0.54157686],"genre_scores_gemma":[0.8431406,0.0001424904,0.0002315545,0.000038885843,0.00013500394,0.0000049046803,0.00019901869,0.000049778915,0.15605776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667776,0.00058170944,0.00037777438,0.0006706574,0.0011949716,0.0004971279],"domain_scores_gemma":[0.99624896,0.00024997655,0.00078470784,0.00085811387,0.0018263244,0.00003191654],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030141254,0.00029130324,0.00050408405,0.0013899883,0.0027130009,0.00013121359,0.004404245,0.00045349417,0.000026068625],"category_scores_gemma":[0.00021861188,0.00031537577,0.00016530446,0.0034613605,0.00087870087,0.001774358,0.0017867447,0.0025541345,0.000006431539],"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":[0.00086737884,0.0003843752,0.002301958,0.0005459634,0.00024470713,0.00012390553,0.0047336826,0.00009567933,0.0008701161,0.987825,0.0012451492,0.0007621204],"study_design_scores_gemma":[0.0011942189,0.00022845752,0.012067784,0.00043817575,0.00023506318,7.885303e-7,0.2656433,0.0005174675,0.003669536,0.001125978,0.7141527,0.00072653504],"about_ca_topic_score_codex":0.0091753695,"about_ca_topic_score_gemma":0.0042894934,"teacher_disagreement_score":0.986699,"about_ca_system_score_codex":0.0007516466,"about_ca_system_score_gemma":0.0009227415,"threshold_uncertainty_score":0.99992985},"labels":[],"label_agreement":null},{"id":"W7038633626","doi":"","title":"Intersectional Research Methods on AAPI LGBTQ Youths’ Mental Health","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Intersectionality; Population; Acknowledgement; Queer; Ethnic group; Racism; Psychological intervention","score_opus":0.21225496034800737,"score_gpt":0.46697454289686324,"score_spread":0.25471958254885585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038633626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044218762,0.00030518736,0.00007563268,0.0015453033,0.0012047996,0.00445388,0.0017708441,0.0006652401,0.98953694],"genre_scores_gemma":[0.0007359924,0.0005262457,0.0022385693,0.000074943804,0.0005695508,0.0000058800206,0.00086136773,0.0010771599,0.9939103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9582896,0.029228063,0.0005394237,0.0034162165,0.0055471975,0.0029795002],"domain_scores_gemma":[0.9923857,0.0010467463,0.0007484868,0.0029685106,0.0010362063,0.0018143523],"candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.012569895,0.0010590659,0.0014873174,0.014882414,0.009121206,0.00070429896,0.009521684,0.0010294246,0.0012108834],"category_scores_gemma":[0.00026618034,0.001385534,0.00064775767,0.009947772,0.003179462,0.0010582777,0.008108898,0.008760056,0.0026823082],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0023156677,0.0005818361,0.00018554398,0.00009660253,0.00065641006,0.0014317503,0.0011468082,0.000013309921,0.00039948942,0.5399229,0.45234776,0.0009019241],"study_design_scores_gemma":[0.0034923959,0.0018047716,0.00020550746,0.0005406962,0.000068667265,0.00009240215,0.02577295,0.000060609666,0.00014111977,0.000055733286,0.96666545,0.001099726],"about_ca_topic_score_codex":0.032134872,"about_ca_topic_score_gemma":0.0034430712,"teacher_disagreement_score":0.53986716,"about_ca_system_score_codex":0.025000988,"about_ca_system_score_gemma":0.006436719,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W7039300356","doi":"","title":"Mission Focus: Supporting executive functions in VLEs and the design of inclusive user interfaces.","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Subterranean biodiversity and taxonomy","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":"Public Health Ontario","funders":"","keywords":"Asynchronous communication; Process (computing); Virtual learning environment; Interface (matter); Asynchronous learning; User interface; Peer learning; Universal design; Educational technology","score_opus":0.08945893039388915,"score_gpt":0.2734819691547879,"score_spread":0.18402303876089876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039300356","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061348747,0.00020557936,0.00022669292,0.00030846667,0.00019689146,0.0014397828,0.00018892925,0.000084696585,0.9912141],"genre_scores_gemma":[0.12962171,0.0006572141,0.00022586196,0.000012319102,0.000057000558,1.8925282e-7,0.000043433676,0.00004625154,0.869336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964685,0.001693139,0.00020600941,0.0005869208,0.00048968516,0.00055575103],"domain_scores_gemma":[0.99789727,0.0009828056,0.00032233834,0.00041644333,0.00014862554,0.00023254027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014257339,0.00026977857,0.00050614536,0.0012182314,0.0010279467,0.00012665897,0.0015417646,0.00037208037,0.00009803176],"category_scores_gemma":[0.00010456825,0.00024252041,0.000107363296,0.0012315304,0.0016141845,0.00055615604,0.0006424617,0.0007962595,0.000081821316],"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":[0.017833877,0.00044931052,0.319273,0.0005267052,0.002214409,0.007897068,0.0141558,0.002358159,0.00010490355,0.42253706,0.19777772,0.014872021],"study_design_scores_gemma":[0.0067639234,0.00050364545,0.011478608,0.0010227294,0.00024631261,0.000033851684,0.060004298,0.001309045,0.00020697399,0.00014695858,0.9174681,0.00081556576],"about_ca_topic_score_codex":0.07951252,"about_ca_topic_score_gemma":0.02602047,"teacher_disagreement_score":0.7196904,"about_ca_system_score_codex":0.00014749767,"about_ca_system_score_gemma":0.00050334184,"threshold_uncertainty_score":0.99175215},"labels":[],"label_agreement":null},{"id":"W7039451626","doi":"","title":"Living Longer&#13;\\nUsing today’s emerging technology to&#13;\\naddress issues related to aging in&#13;\\nCanada in the year 2032","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Population ageing; Quarter (Canadian coin); Ethnography; Population; Listing (finance); Emerging technologies","score_opus":0.03654406040918004,"score_gpt":0.32553929586888075,"score_spread":0.28899523545970074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039451626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101522595,0.00054226146,0.000021902873,0.0018174757,0.0005394022,0.0035754198,0.00010283941,0.00042938837,0.89144874],"genre_scores_gemma":[0.17737643,0.00021540947,0.00040246814,0.00006642491,0.00020145667,0.000005387443,0.00003549604,0.00065286196,0.8210441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9874391,0.004105518,0.0006534486,0.002358266,0.0022888246,0.0031548592],"domain_scores_gemma":[0.99467856,0.0005583765,0.0005122144,0.0026944848,0.0005814974,0.0009748981],"candidate_categories":["metaepi_narrow","bibliometrics","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0043929555,0.0010784325,0.0014225235,0.016818946,0.0018367253,0.000608279,0.009001142,0.0015187954,0.00013413125],"category_scores_gemma":[0.0003530786,0.0012719928,0.00025279584,0.016903576,0.0009634653,0.0015853852,0.0051202867,0.004391041,0.0012400057],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010851533,0.001138981,0.12629734,0.00042013783,0.00095007283,0.020012025,0.020058502,0.0010041762,0.003695463,0.63682175,0.1861927,0.0023237201],"study_design_scores_gemma":[0.0016392593,0.00021721503,0.014629735,0.003468373,0.00014025309,0.00007896615,0.03682298,0.000059204805,0.00013218379,0.000033375632,0.94119084,0.0015876201],"about_ca_topic_score_codex":0.19312032,"about_ca_topic_score_gemma":0.22652058,"teacher_disagreement_score":0.75499815,"about_ca_system_score_codex":0.0056432034,"about_ca_system_score_gemma":0.0014924892,"threshold_uncertainty_score":0.99977744},"labels":[],"label_agreement":null},{"id":"W7040891884","doi":"","title":"À tous les étages","year":2011,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Radioactive contamination and transfer","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":"Ontario College of Art and Design","funders":"","keywords":"Chess endgame; Appropriation; Focus (optics); Negotiation; Cannibalization; Mythology; Process (computing); Order (exchange)","score_opus":0.055717775793264535,"score_gpt":0.2849125102821503,"score_spread":0.22919473448888578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7040891884","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18267386,0.00003434883,0.000059363054,0.000052282703,0.00025717047,0.0007463431,0.000023617476,0.00006475796,0.81608826],"genre_scores_gemma":[0.3084928,0.00023612907,0.0001080659,0.000009239611,0.000031628322,7.12757e-7,0.000095051175,0.000031515014,0.69099486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624836,0.0009006583,0.00018811463,0.0010482634,0.00095283624,0.00066175964],"domain_scores_gemma":[0.9984078,0.000121477475,0.00015323551,0.0006680734,0.00022208468,0.00042735523],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005199528,0.0003776699,0.00040966005,0.00056447514,0.002145039,0.00019659221,0.0027242817,0.00058145367,0.00021214322],"category_scores_gemma":[0.000027296239,0.00046086102,0.000219471,0.0010784625,0.000676838,0.0013262925,0.00039617365,0.0012470108,0.0005508428],"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":[0.0011981076,0.00035959907,0.0061047506,0.000059852497,0.00022108262,0.0021074158,0.0019860957,0.000013138693,0.0039264746,0.9717416,0.0031642031,0.009117676],"study_design_scores_gemma":[0.0015199458,0.0003391361,0.08871334,0.00013819218,0.00017029725,0.000016901417,0.010044251,0.000032776174,0.0056742127,0.00009939646,0.8924349,0.0008166624],"about_ca_topic_score_codex":0.015421877,"about_ca_topic_score_gemma":0.007209661,"teacher_disagreement_score":0.9716422,"about_ca_system_score_codex":0.0014821735,"about_ca_system_score_gemma":0.00029963098,"threshold_uncertainty_score":0.9997843},"labels":[],"label_agreement":null},{"id":"W7042475039","doi":"","title":"Over the Event Horizon: Denyse Thomasos, Black Abstraction, and Diasporic Spacetime","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"X-ray Diffraction in Crystallography","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":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Reading (process); Event (particle physics); Spacetime; Temporality; Space (punctuation); Painting; White (mutation); Close reading","score_opus":0.03086687617621833,"score_gpt":0.29765035983710875,"score_spread":0.26678348366089044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042475039","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018271958,0.00093168014,0.000075831056,0.0005665696,0.0011701438,0.0013543486,0.000133198,0.00030358392,0.9771927],"genre_scores_gemma":[0.028887914,0.0018675163,0.00016136056,0.000018583425,0.00038424617,0.0000013010127,0.00001997179,0.00022466475,0.96843445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950286,0.0011808733,0.00025302908,0.0014300415,0.0012783112,0.0008291465],"domain_scores_gemma":[0.9972958,0.0002814682,0.00036616507,0.001283083,0.00029913758,0.00047435676],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012752813,0.00051332585,0.0005383951,0.0014609239,0.0011187239,0.0007703649,0.0024784734,0.0006727371,0.00022052453],"category_scores_gemma":[0.00004469255,0.00048701026,0.00025530593,0.0016816539,0.0024497674,0.0008669448,0.001512876,0.0015421044,0.00089882535],"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":[0.00030360042,0.00018062358,0.00033073706,0.00023304741,0.00033073706,0.002252663,0.00041919373,0.000019044226,0.0071428875,0.62820435,0.36038926,0.00019388938],"study_design_scores_gemma":[0.0007011714,0.00021673457,0.0024468997,0.00034395372,0.00023441951,0.00005724319,0.0044168895,0.000023325863,0.0003260088,0.00013130376,0.99054855,0.00055348995],"about_ca_topic_score_codex":0.008439864,"about_ca_topic_score_gemma":0.001391025,"teacher_disagreement_score":0.6301593,"about_ca_system_score_codex":0.0008631141,"about_ca_system_score_gemma":0.00058882404,"threshold_uncertainty_score":0.99987906},"labels":[],"label_agreement":null},{"id":"W7042546964","doi":"","title":"Play and Games for Transformational Innovation in the&#13;\\nOntario Healthcare System","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Health care; Pace; Healthcare system; Systems thinking; Bureaucracy; Futures contract; Paradigm shift","score_opus":0.0779097849917765,"score_gpt":0.30958132052061965,"score_spread":0.23167153552884315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042546964","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036013576,0.00014496752,0.00028797862,0.0016757023,0.00016434157,0.005195819,0.00097280665,0.00020987951,0.98774713],"genre_scores_gemma":[0.07851671,0.00015259533,0.0006707332,0.00009293751,0.00027751122,0.000009564013,0.00093337655,0.0003832827,0.9189633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943514,0.0019841713,0.000419123,0.001088676,0.0013100533,0.0008465994],"domain_scores_gemma":[0.99760544,0.00036371662,0.00045128274,0.0006846469,0.000598102,0.00029680872],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020135036,0.00049566536,0.0007246829,0.0038625575,0.00141013,0.00041446966,0.0027459823,0.0007167927,0.0000049115697],"category_scores_gemma":[0.00006055184,0.00053720275,0.00014491775,0.004738245,0.0006541349,0.0010785637,0.0004241501,0.001562198,0.00008343574],"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":[0.0012521016,0.000099505785,0.00089657505,0.0007571237,0.00019657057,0.00065487094,0.0032435777,0.000009060825,0.00013443196,0.9125417,0.080018565,0.0001959362],"study_design_scores_gemma":[0.0034693433,0.00037051426,0.0016898058,0.000786496,0.00009506476,0.00005475152,0.016319258,0.00020726169,0.00004319459,0.000031533473,0.97639614,0.00053665787],"about_ca_topic_score_codex":0.022022355,"about_ca_topic_score_gemma":0.022616066,"teacher_disagreement_score":0.91251016,"about_ca_system_score_codex":0.002637429,"about_ca_system_score_gemma":0.001971406,"threshold_uncertainty_score":0.9998899},"labels":[],"label_agreement":null},{"id":"W7042565640","doi":"","title":"Public Use Space Policy","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Space (punctuation); Perspective (graphical); Public policy; Public space; Zoom","score_opus":0.1944523486866921,"score_gpt":0.32398132213183733,"score_spread":0.12952897344514525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042565640","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030907086,0.00011766212,0.000093193325,0.0029415605,0.00034028888,0.0028576707,0.0009520153,0.0012774252,0.9911111],"genre_scores_gemma":[0.0034266869,0.00054722256,0.0009584726,0.00007916391,0.0007783356,0.0000010201836,0.0002881786,0.0013428619,0.992578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866802,0.00473674,0.0003692268,0.0028644006,0.0028132405,0.002536155],"domain_scores_gemma":[0.9920798,0.00042636725,0.00074273534,0.0029847454,0.0010606947,0.002705658],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011283868,0.0011773363,0.0014515452,0.010178825,0.0025580537,0.0019407896,0.00980677,0.0016555301,0.00010743112],"category_scores_gemma":[0.000608252,0.0015565214,0.0005992773,0.012559334,0.0026210372,0.0033426997,0.0057797018,0.0037095684,0.0063181994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005442067,0.00024651483,0.0007392724,0.000091973394,0.00062867306,0.0063916724,0.00017857089,0.0000030053977,0.000756084,0.5932384,0.39706603,0.00011560081],"study_design_scores_gemma":[0.0029946463,0.00034656335,0.0004771423,0.00038967544,0.00021084712,0.000063866304,0.001490931,0.00004546855,0.00016664992,0.000038137077,0.9923135,0.0014625752],"about_ca_topic_score_codex":0.04750546,"about_ca_topic_score_gemma":0.0050234236,"teacher_disagreement_score":0.59524745,"about_ca_system_score_codex":0.0062228837,"about_ca_system_score_gemma":0.0072236937,"threshold_uncertainty_score":0.9996405},"labels":[],"label_agreement":null},{"id":"W7043136295","doi":"","title":"[Re]Archive: South Asian Narratives in Canadian History","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Colonial History and Postcolonial Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Multiculturalism; Curriculum; Narrative; Exhibition; Perspective (graphical); Reputation; Public history","score_opus":0.06665743303520105,"score_gpt":0.3259120668501138,"score_spread":0.25925463381491276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043136295","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02993499,0.00033640588,0.0000014319786,0.0022556596,0.0012406696,0.0014229162,0.00007257733,0.00007026374,0.9646651],"genre_scores_gemma":[0.3879728,0.00029776458,0.000060282622,0.000049030474,0.00022243914,0.0000020479092,0.00015400045,0.000033993045,0.61120766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928821,0.003395607,0.00026218954,0.0010849298,0.001038352,0.0013368266],"domain_scores_gemma":[0.997194,0.00021878001,0.0002533937,0.00043466582,0.00055793684,0.001341205],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001248945,0.0003993257,0.00067140115,0.0016426671,0.0055422853,0.00018329169,0.0030436981,0.00073916436,0.000048614762],"category_scores_gemma":[0.00023068338,0.00056771626,0.00023881544,0.0013444878,0.001481831,0.00091597275,0.0003066402,0.0020317626,0.00013159664],"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":[0.0010326245,0.00007052704,0.0022692643,0.000056353743,0.000103601225,0.002888707,0.21728736,0.0000019067256,0.000050195824,0.7683809,0.007604915,0.00025363496],"study_design_scores_gemma":[0.0005604911,0.00017526309,0.00505189,0.00014713974,0.000039856568,5.157214e-7,0.20935407,0.0000026773469,0.000008092179,0.0000936116,0.7841202,0.00044617982],"about_ca_topic_score_codex":0.7958864,"about_ca_topic_score_gemma":0.99024314,"teacher_disagreement_score":0.7765153,"about_ca_system_score_codex":0.01606062,"about_ca_system_score_gemma":0.016889652,"threshold_uncertainty_score":0.9996774},"labels":[],"label_agreement":null},{"id":"W7043323665","doi":"","title":"Sensory Design Guidelines: Inclusive Children’s Treatment Centres","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurotypical; Sensory system; Autism spectrum disorder; Sensory processing; Affect (linguistics); Autism; Special needs","score_opus":0.13799609994921988,"score_gpt":0.34789430736221344,"score_spread":0.20989820741299356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043323665","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000366491,0.00053685403,0.00036071683,0.0008794258,0.00035519805,0.005663774,0.001535636,0.0010373633,0.98926455],"genre_scores_gemma":[0.00097022526,0.0019605886,0.0035123203,0.000069694,0.0007790978,0.000002458661,0.0004518694,0.0011534931,0.99110025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98594165,0.005959936,0.00056218787,0.0030716844,0.0024172282,0.0020472892],"domain_scores_gemma":[0.9931864,0.00043981563,0.0008745617,0.0024352453,0.0012391707,0.0018248047],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009994798,0.001471919,0.0017425625,0.004654906,0.0028272928,0.0005965691,0.00657346,0.0014352791,0.00012390553],"category_scores_gemma":[0.0002365208,0.0017168797,0.00068454456,0.0041882317,0.0017801098,0.0010293946,0.0037347702,0.0019090542,0.004036641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022631655,0.00060882233,0.000746669,0.000066124056,0.0022940945,0.010963152,0.00067012873,0.0001490985,0.0012972353,0.449865,0.5304447,0.0006318487],"study_design_scores_gemma":[0.005652863,0.0010141756,0.0002469112,0.0005742137,0.00068919983,0.00010203552,0.0030530593,0.00017853921,0.0012112133,0.00001856861,0.9856614,0.0015978154],"about_ca_topic_score_codex":0.030387154,"about_ca_topic_score_gemma":0.0025077916,"teacher_disagreement_score":0.45521674,"about_ca_system_score_codex":0.009148072,"about_ca_system_score_gemma":0.0046287565,"threshold_uncertainty_score":0.99986106},"labels":[],"label_agreement":null},{"id":"W7043330908","doi":"","title":"Sampling Beyond Sound:&#13;\\nContemporary Sound Art and Popular Music","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Popular music; Appropriation; Assemblage (archaeology); Sound (geography); Identity (music); Digital audio; Point (geometry); Sound recording and reproduction; Field (mathematics)","score_opus":0.0891312418928684,"score_gpt":0.3029975388685615,"score_spread":0.2138662969756931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043330908","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012580648,0.00068122376,0.0004819433,0.00015362901,0.00060642045,0.0027107364,0.0004271354,0.0006933946,0.9816649],"genre_scores_gemma":[0.015343084,0.00031295107,0.0009319963,0.00005661316,0.00054244604,0.0000015181472,0.00044202484,0.0010579954,0.9813114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98890907,0.0033950724,0.00050458417,0.002966381,0.0022313178,0.001993561],"domain_scores_gemma":[0.9937839,0.00039916197,0.00087556895,0.0026589255,0.00071687653,0.0015655751],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.002444509,0.0012499143,0.0016959036,0.006107995,0.0032444529,0.0012975947,0.0052904035,0.0016830433,0.00008100068],"category_scores_gemma":[0.00014342058,0.0016236748,0.0004594296,0.003327094,0.0028933252,0.0020358765,0.003892032,0.003012705,0.0028437516],"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":[0.0008417639,0.00025356124,0.00345989,0.00025786707,0.0008021732,0.004575804,0.00044137705,0.000012024317,0.0004534053,0.7069212,0.28183606,0.00014482037],"study_design_scores_gemma":[0.0036318789,0.0003832356,0.0004009435,0.00064501073,0.0003701512,0.00020621855,0.0034253236,0.000053965567,0.000029819497,0.00073866994,0.98846555,0.0016492616],"about_ca_topic_score_codex":0.0081804935,"about_ca_topic_score_gemma":0.010548372,"teacher_disagreement_score":0.70662946,"about_ca_system_score_codex":0.002440753,"about_ca_system_score_gemma":0.0013805258,"threshold_uncertainty_score":0.99982023},"labels":[],"label_agreement":null},{"id":"W7043393226","doi":"","title":"State of the art practice: Are we ready for Systemic Design Toolkits?","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Session (web analytics); State (computer science); Set (abstract data type); Panel discussion; Variety (cybernetics)","score_opus":0.14460654580696927,"score_gpt":0.34984946200697425,"score_spread":0.20524291620000498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043393226","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020248734,0.00023717115,0.001416883,0.0006017868,0.00050369295,0.007652453,0.0008284287,0.00027536706,0.9882817],"genre_scores_gemma":[0.0008257861,0.00063340546,0.0018923022,0.000019227762,0.00022787867,0.0000042185707,0.00006347775,0.0006777235,0.99565595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98736525,0.0067132534,0.0004862269,0.0017480407,0.0022508432,0.0014364189],"domain_scores_gemma":[0.98967874,0.0013092175,0.0022218085,0.0030326305,0.0031763893,0.0005811867],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036540516,0.0008000243,0.0012569698,0.0027680518,0.002047302,0.00038572954,0.007882167,0.00091646006,0.000024395882],"category_scores_gemma":[0.0005311473,0.00080789736,0.00047559533,0.0038267737,0.0025079187,0.0015227955,0.0021038076,0.001453998,0.0013699059],"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":[0.003427495,0.00033350315,0.00010977162,0.00047027986,0.001029811,0.0010000721,0.00031798135,0.000057870682,0.0014539025,0.35367942,0.6380315,0.0000884123],"study_design_scores_gemma":[0.0028705327,0.0005946483,0.00005363907,0.0027178735,0.0006325131,0.00018000277,0.0043586395,0.00009836147,0.0012191104,0.000038946146,0.98641247,0.00082328287],"about_ca_topic_score_codex":0.002045164,"about_ca_topic_score_gemma":0.000783149,"teacher_disagreement_score":0.35364047,"about_ca_system_score_codex":0.0033638186,"about_ca_system_score_gemma":0.0035600741,"threshold_uncertainty_score":0.9994372},"labels":[],"label_agreement":null},{"id":"W7043728346","doi":"","title":"Through a colonial lens: photography, orientalism, and the middle east","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Orientalism; Middle East; Colonialism; Narrative; Ideology; Photography","score_opus":0.08671568918831196,"score_gpt":0.2892041304504867,"score_spread":0.20248844126217475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043728346","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018980828,0.0007162473,0.00004910383,0.00062423415,0.0005468857,0.004379814,0.0008595583,0.0004186693,0.9905074],"genre_scores_gemma":[0.007922159,0.0011491129,0.00031678044,0.000084131316,0.00021192561,0.0000034885948,0.00010816213,0.00038471387,0.9898195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901157,0.004383381,0.00033063427,0.0020079124,0.0017188655,0.0014434959],"domain_scores_gemma":[0.99593776,0.00049406814,0.00051464915,0.0019043777,0.00076694274,0.00038220824],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0015610774,0.00086538517,0.0012525765,0.0030749224,0.003574064,0.0007602396,0.005528078,0.0010924959,0.000043098044],"category_scores_gemma":[0.00011332065,0.0008653472,0.000517928,0.0057363575,0.0071729524,0.0012847242,0.004030366,0.002403309,0.00039614047],"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":[0.003864699,0.00026301036,0.00031128497,0.00014571032,0.0011287091,0.0018238227,0.0018382954,0.0000018203625,0.00014669231,0.79715836,0.19327082,0.000046781093],"study_design_scores_gemma":[0.009801681,0.00023131321,0.00012028317,0.0009072669,0.0006065234,0.000052347852,0.00801406,0.000028886192,0.00010185038,0.00015190044,0.97914594,0.00083791587],"about_ca_topic_score_codex":0.06250179,"about_ca_topic_score_gemma":0.007998437,"teacher_disagreement_score":0.7970064,"about_ca_system_score_codex":0.001533562,"about_ca_system_score_gemma":0.0022626352,"threshold_uncertainty_score":0.9998982},"labels":[],"label_agreement":null},{"id":"W7043780560","doi":"","title":"Temperature Check: Designing Support Systems &#13;\\nfor Older Adults in Heat Waves","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Psychological intervention; Process (computing); Extreme weather; Social support; Service provider; Energy (signal processing); Adaptation (eye)","score_opus":0.024967378588236847,"score_gpt":0.2702868308894696,"score_spread":0.24531945230123275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043780560","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040866878,0.00021257748,0.00005316455,0.00010700251,0.0014776895,0.003249866,0.00018394172,0.00028485348,0.95356405],"genre_scores_gemma":[0.08362729,0.00030405784,0.0002915276,0.000019757388,0.00021789555,0.0000034142029,0.00009297939,0.00025823436,0.91518486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99291116,0.0018952173,0.00041644002,0.0018544638,0.0015449886,0.0013777283],"domain_scores_gemma":[0.9966727,0.00028054678,0.00038018695,0.0015646829,0.0005438367,0.00055803277],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014927867,0.0006876475,0.0010494427,0.0032588427,0.0009655022,0.0008215579,0.0038443864,0.0013827089,0.00012018111],"category_scores_gemma":[0.000053187516,0.0008010209,0.00028083663,0.0021802098,0.001027309,0.0015116398,0.0012346286,0.0018245069,0.0005023936],"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":[0.0034175646,0.0012892436,0.009873114,0.002419698,0.0006315449,0.011251354,0.0026449526,0.0005492716,0.11308559,0.43977875,0.41497052,0.000088415705],"study_design_scores_gemma":[0.0043211738,0.00040755203,0.0020097208,0.0027137944,0.00010546796,0.000083593935,0.0190258,0.000076393146,0.002581791,0.0000031982165,0.9673765,0.0012950529],"about_ca_topic_score_codex":0.025790777,"about_ca_topic_score_gemma":0.0020356504,"teacher_disagreement_score":0.55240595,"about_ca_system_score_codex":0.0015420354,"about_ca_system_score_gemma":0.0015207814,"threshold_uncertainty_score":0.9999137},"labels":[],"label_agreement":null},{"id":"W7043900796","doi":"","title":"Thinking Beyond the Hand","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Research Canada","funders":"","keywords":"Relation (database); Process (computing); Object (grammar); Function (biology); Point (geometry); Component (thermodynamics)","score_opus":0.07367778422913028,"score_gpt":0.2906951553861195,"score_spread":0.2170173711569892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043900796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034068603,0.00054575247,0.000006915874,0.00048670173,0.0020569903,0.0011110677,0.000080165424,0.00014439617,0.9614994],"genre_scores_gemma":[0.10534149,0.0002444761,0.000018605222,0.000051546333,0.0006357516,0.0000011800229,0.00026347203,0.000065106346,0.8933784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99560285,0.0008910195,0.00026372453,0.0010347317,0.0014020638,0.0008055996],"domain_scores_gemma":[0.99727863,0.00033269316,0.00021103786,0.0009311276,0.000957967,0.00028852746],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012225745,0.00047672255,0.00051814766,0.0010788431,0.00867815,0.004191047,0.0040002223,0.00043771375,0.00008257512],"category_scores_gemma":[0.000034172397,0.00043971557,0.0003809327,0.00059281907,0.001400407,0.0012791253,0.000668118,0.002224979,0.0004998844],"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":[0.00059250783,0.00009335437,0.000017882805,0.00017365022,0.00031817914,0.0017489562,0.047420193,0.0000045100887,0.00018313031,0.90593344,0.042973846,0.00054034276],"study_design_scores_gemma":[0.0005397545,0.00017848039,0.00009947322,0.00031930252,0.0002872388,0.000010799965,0.11273572,0.0000489103,0.00022065197,0.0022242917,0.8828488,0.00048658843],"about_ca_topic_score_codex":0.007437195,"about_ca_topic_score_gemma":0.020285524,"teacher_disagreement_score":0.9037092,"about_ca_system_score_codex":0.0008412853,"about_ca_system_score_gemma":0.0013326331,"threshold_uncertainty_score":0.99980545},"labels":[],"label_agreement":null},{"id":"W7043917450","doi":"","title":"Transforming Public Organizations into Co-designing Cultures","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liminality; Experiential learning; Organizational culture; Space (punctuation); Dependency (UML); Organizational learning; Culture change","score_opus":0.0600664357638472,"score_gpt":0.31627095743027767,"score_spread":0.2562045216664305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043917450","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019915261,0.00018657849,0.001810402,0.0008025065,0.00021861485,0.0028175677,0.00033239427,0.00118135,0.9924514],"genre_scores_gemma":[0.007118333,0.00040532788,0.002078323,0.000042550724,0.00035885992,0.0000013936058,0.00061527436,0.0010603955,0.9883195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908115,0.0029363718,0.00038652684,0.0021111865,0.0021311797,0.0016232335],"domain_scores_gemma":[0.99501616,0.00024880306,0.00051078066,0.0014257061,0.0012220821,0.0015764709],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0010309304,0.0009305899,0.0011266295,0.004929686,0.004396856,0.0012122041,0.006989421,0.00130563,0.00015549413],"category_scores_gemma":[0.00026383856,0.001180068,0.00033726098,0.010733692,0.0017326614,0.002382129,0.001452538,0.0028216266,0.0023460616],"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":[0.0002677855,0.00021903927,0.00051340857,0.00018002547,0.0007185905,0.0028820722,0.0017039031,0.000009993087,0.011401772,0.7238569,0.2581001,0.0001464051],"study_design_scores_gemma":[0.0022832004,0.00025015874,0.000051733405,0.00045320208,0.0002779066,0.000041988722,0.008444221,0.00004096071,0.002595503,0.000030763546,0.9843112,0.0012191186],"about_ca_topic_score_codex":0.0077235,"about_ca_topic_score_gemma":0.002897675,"teacher_disagreement_score":0.72621113,"about_ca_system_score_codex":0.0035046192,"about_ca_system_score_gemma":0.003808402,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W7044046112","doi":"","title":"Understanding youths' lived experience of digital mental health interventions through a photovoice approach","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Mental health; Psychological intervention; Lived experience; Digital health; Intervention (counseling); Mental health service","score_opus":0.44551725147834714,"score_gpt":0.40289095662113567,"score_spread":0.04262629485721148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044046112","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000983571,0.0001782706,0.0017821217,0.0001081595,0.00037519043,0.0031706896,0.0018345789,0.0008317963,0.99073565],"genre_scores_gemma":[0.039224327,0.0005108738,0.0006825992,0.0000063037032,0.00008277716,0.0000023687448,0.0003409258,0.0008944356,0.9582554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922946,0.0017938305,0.00056268385,0.0018478652,0.0020201777,0.001480858],"domain_scores_gemma":[0.99600613,0.0002379242,0.0010870267,0.0015676742,0.00038433602,0.00071688823],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001109625,0.00072536553,0.0013095766,0.0036540683,0.0022288342,0.0005308192,0.0047501675,0.0006497127,0.000026933261],"category_scores_gemma":[0.000102454185,0.0009352349,0.00074925827,0.005585288,0.0027245865,0.00243172,0.003075363,0.0015694356,0.00036972054],"study_design_candidate":"theoretical_or_conceptual","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":[0.00090900157,0.0010589814,0.0007772562,0.00062795216,0.0010359958,0.0006494069,0.012665564,0.00001645743,0.0002646929,0.8806647,0.10129345,0.00003653031],"study_design_scores_gemma":[0.0044252635,0.00081373856,0.00013064654,0.0040412745,0.00018595996,0.000055179116,0.22496915,0.00015077888,0.0001517993,0.00007039998,0.7636993,0.0013065272],"about_ca_topic_score_codex":0.020326704,"about_ca_topic_score_gemma":0.0028983608,"teacher_disagreement_score":0.8805943,"about_ca_system_score_codex":0.007947136,"about_ca_system_score_gemma":0.0016992254,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W7044268611","doi":"","title":"\"What if daily life in Canada is boring?\": Contextualizing Greg Curnoe's regionalism","year":2001,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":"Exhibition; Regionalism (politics); Communism; Work (physics); Productivity","score_opus":0.10108833383121728,"score_gpt":0.3204773413456764,"score_spread":0.2193890075144591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044268611","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3901259,0.00020574556,0.000011951589,0.0040374342,0.00052349723,0.0004927552,0.000010573706,0.00003593865,0.6045562],"genre_scores_gemma":[0.657479,0.0017787868,0.000037170947,0.00038190078,0.0001417371,4.5507136e-7,0.000007663051,0.000015937767,0.34015736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99370563,0.002505836,0.00028209583,0.0008392158,0.0016171137,0.0010500984],"domain_scores_gemma":[0.9971286,0.00047412445,0.00020110988,0.0006502162,0.0006725814,0.0008733698],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022438054,0.00024353314,0.0004563241,0.00043907927,0.0045002587,0.00047636044,0.0026990909,0.00029009892,0.000042164393],"category_scores_gemma":[0.00017710848,0.00032634736,0.00018527375,0.002204926,0.0011542499,0.003385866,0.0005741971,0.0010511751,0.000032517568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00030738,0.000090887974,0.033927675,0.000013607771,0.00006883291,0.0032309664,0.021188734,0.000024599685,0.000041456904,0.90922016,0.031514812,0.00037086298],"study_design_scores_gemma":[0.0010639942,0.00004021012,0.006221954,0.00011541703,0.00001804822,0.000007277428,0.1597947,0.0000415377,0.000016670903,0.000075205666,0.8322822,0.00032280255],"about_ca_topic_score_codex":0.96253943,"about_ca_topic_score_gemma":0.93433625,"teacher_disagreement_score":0.909145,"about_ca_system_score_codex":0.009298211,"about_ca_system_score_gemma":0.010701399,"threshold_uncertainty_score":0.9999189},"labels":[],"label_agreement":null},{"id":"W7044330477","doi":"","title":"Unlocking the Reuse Revolution for Fashion: A Canadian Case Study","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reuse; Status quo; Exploit; Variety (cybernetics); Agency (philosophy); Clothing; Quality (philosophy); Resource (disambiguation)","score_opus":0.10270380577546077,"score_gpt":0.3297143209683778,"score_spread":0.22701051519291704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044330477","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0112814205,0.00010314734,0.0000627317,0.0004479609,0.0006554556,0.012761586,0.00069190585,0.0003100803,0.97368574],"genre_scores_gemma":[0.065935,0.00006301148,0.0001967726,0.000022325845,0.0003409281,0.0000059340678,0.00010930163,0.0006746756,0.93265206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898773,0.0042114328,0.00034867116,0.002093468,0.00152255,0.0019465786],"domain_scores_gemma":[0.99179834,0.0006850523,0.0005775887,0.0045115356,0.0012575417,0.0011699338],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031322187,0.0008096959,0.00095994724,0.005436855,0.0055822204,0.0007208896,0.008556891,0.0010317051,0.000019428344],"category_scores_gemma":[0.00035582116,0.0008659293,0.00041525657,0.0045354553,0.0010308425,0.0010468573,0.0025900353,0.002280349,0.0009875101],"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":[0.00059703155,0.0003400377,0.0018490268,0.00010373478,0.00088936597,0.034269042,0.0017394186,0.000032209813,0.00005909055,0.55262005,0.40735325,0.00014772407],"study_design_scores_gemma":[0.0037535552,0.00068865315,0.00019292532,0.00040963557,0.0005289341,0.0007251162,0.055961177,0.0001424229,0.0000090292215,0.000008149504,0.93665683,0.00092357787],"about_ca_topic_score_codex":0.6434013,"about_ca_topic_score_gemma":0.70294076,"teacher_disagreement_score":0.5526119,"about_ca_system_score_codex":0.008763906,"about_ca_system_score_gemma":0.0068417164,"threshold_uncertainty_score":0.9997903},"labels":[],"label_agreement":null},{"id":"W7044363760","doi":"","title":"Workshop: Designing sustainable futures with the systemic design toolkit","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures contract; Design thinking; Work (physics); Systems thinking; Set (abstract data type); Psychological intervention; Design technology","score_opus":0.05303457829411139,"score_gpt":0.27524919255424857,"score_spread":0.22221461426013717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044363760","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040611075,0.0007133387,0.003984854,0.0003026272,0.00024422305,0.0077465763,0.00006870892,0.0006434252,0.98589015],"genre_scores_gemma":[0.008147003,0.00023074551,0.001069195,0.000025398813,0.00033320725,0.0000049302257,0.00005043083,0.0010482101,0.98909086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9845756,0.0075871195,0.00031479154,0.002297921,0.0026021118,0.0026224516],"domain_scores_gemma":[0.992403,0.0012100317,0.0008447975,0.003294925,0.001489481,0.00075781206],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003735484,0.0011407449,0.0013183012,0.0042287353,0.004692483,0.0015197466,0.009874843,0.0013431788,0.000030520965],"category_scores_gemma":[0.00011525363,0.0010169817,0.0003452831,0.0063853473,0.0020372004,0.0017729385,0.0028510594,0.003464761,0.0016730316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002364993,0.00012899465,0.00013753836,0.0002978958,0.00092385494,0.007546062,0.0007445093,0.0006288327,0.0005083219,0.5901355,0.39652216,0.000061325525],"study_design_scores_gemma":[0.0030194279,0.00048173917,0.000047926547,0.0015233206,0.0005163088,0.0002141998,0.062386412,0.000082339895,0.00022701435,0.000010449574,0.93020666,0.0012841787],"about_ca_topic_score_codex":0.008457696,"about_ca_topic_score_gemma":0.0010161147,"teacher_disagreement_score":0.5901251,"about_ca_system_score_codex":0.005334002,"about_ca_system_score_gemma":0.0049074353,"threshold_uncertainty_score":0.99995327},"labels":[],"label_agreement":null},{"id":"W7045409791","doi":"","title":"Agonistic Possibilities in Ontario’s&#13;\\nRegional Galleries, A Proposition","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agonistic behaviour; Agonism; Hegemony; Proposition; Rhetoric; Exhibition; Institution; Relevance (law)","score_opus":0.042221278805422514,"score_gpt":0.264375322659187,"score_spread":0.2221540438537645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045409791","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030941465,0.000033065462,0.00010719001,0.00057660125,0.00015012175,0.0022106336,0.00012539767,0.0000824197,0.9936204],"genre_scores_gemma":[0.016631864,0.000028989623,0.00023470006,0.00001389432,0.00015712455,0.000003884682,0.00027608068,0.00011260636,0.98254085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536484,0.0010410949,0.00027726032,0.0012182078,0.0012082277,0.00089036534],"domain_scores_gemma":[0.99800783,0.00015517768,0.00022205431,0.00080011104,0.00028791305,0.000526919],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044821567,0.00046166842,0.00062573905,0.0012876597,0.0007394693,0.00037709658,0.0023419096,0.00033268673,0.008264408],"category_scores_gemma":[0.000015742444,0.0005699374,0.00020523756,0.0011817757,0.0008744986,0.0002031213,0.0015371187,0.0019034661,0.00018590818],"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":[0.0007702782,0.00045065957,0.0082566,0.00012169166,0.00025157013,0.0016062569,0.00077445724,0.0000036971242,0.0002652337,0.8459486,0.13984069,0.0017102653],"study_design_scores_gemma":[0.0021132145,0.00034899535,0.0045112865,0.00038521754,0.0000546351,0.0000038104502,0.0044147205,0.0000833499,0.00004485314,0.00012665124,0.98735094,0.0005623302],"about_ca_topic_score_codex":0.7385432,"about_ca_topic_score_gemma":0.38989085,"teacher_disagreement_score":0.8475103,"about_ca_system_score_codex":0.0008413053,"about_ca_system_score_gemma":0.0042735417,"threshold_uncertainty_score":0.9996752},"labels":[],"label_agreement":null},{"id":"W7045503114","doi":"","title":"Asian Carp Project – Infographics &amp; Megamap™","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Pancasila Values in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carp; Infographic; Fish <Actinopterygii>; Resilience (materials science); Order (exchange)","score_opus":0.1393151598295614,"score_gpt":0.4117203184926002,"score_spread":0.2724051586630388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045503114","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008607868,0.00015003153,0.000051097642,0.00068522926,0.0014754977,0.0030248447,0.000086074724,0.00034486415,0.9933216],"genre_scores_gemma":[0.0033068273,0.0012029288,0.0007954154,0.000023699991,0.0005749256,0.0000015540483,0.00008512314,0.00020219691,0.9938073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913375,0.003927892,0.00022850733,0.0012668219,0.0019685286,0.0012707908],"domain_scores_gemma":[0.9963256,0.00029022095,0.00043841696,0.0016101169,0.00077067525,0.00056493736],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020928066,0.00046153337,0.0006509346,0.0031666479,0.0027969184,0.0005854709,0.005231902,0.0013309479,0.000031930253],"category_scores_gemma":[0.00025276517,0.0006098067,0.00031244563,0.004066065,0.0023563916,0.0011662191,0.0011101321,0.0017642442,0.00056092284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113821756,0.00015295144,0.0017243837,0.00007432169,0.0002188048,0.0002263542,0.0046693496,0.000001442076,0.000027254491,0.75436926,0.23801212,0.00040992527],"study_design_scores_gemma":[0.0007638726,0.00009769673,0.00034429986,0.0003222266,0.000121644094,0.0000060794077,0.021954723,0.0000027458595,0.000011914744,0.00005611224,0.9756799,0.00063880405],"about_ca_topic_score_codex":0.096983,"about_ca_topic_score_gemma":0.039534897,"teacher_disagreement_score":0.7543132,"about_ca_system_score_codex":0.0028197283,"about_ca_system_score_gemma":0.0071329046,"threshold_uncertainty_score":0.99996555},"labels":[],"label_agreement":null},{"id":"W7045558702","doi":"","title":"A Bed. A Flow. A Band.","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Exhibition; Colonialism; Qualitative research; Connection (principal bundle)","score_opus":0.10234133725387211,"score_gpt":0.3068876624707836,"score_spread":0.20454632521691146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045558702","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053930905,0.00017766994,0.0000030388615,0.00023498597,0.001407222,0.001081064,0.00017179866,0.00025031753,0.942743],"genre_scores_gemma":[0.043497942,0.00028151053,0.000045272227,0.000020906517,0.0005189763,0.0000023372793,0.00083745015,0.000108279055,0.9546873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941182,0.0014662535,0.0003748897,0.0014664737,0.0015210944,0.0010530718],"domain_scores_gemma":[0.9957184,0.00027719952,0.00041035333,0.0011410272,0.0018962614,0.0005567447],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000896451,0.0006252386,0.00096951565,0.0030018047,0.0056216507,0.0008644035,0.0034621044,0.000571106,0.00015161968],"category_scores_gemma":[0.00009659082,0.0007621749,0.0006300938,0.0014284884,0.0011424874,0.0015739627,0.00039882542,0.0019299757,0.0012034908],"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":[0.00137165,0.00025322856,0.000075690914,0.00020834926,0.00085380627,0.0035668267,0.036694385,0.000012723705,0.0004312492,0.9013497,0.054446083,0.0007362848],"study_design_scores_gemma":[0.0011197972,0.00034696262,0.00016237302,0.000323707,0.00043120282,0.0000038063538,0.13563175,0.00008739922,0.00036891902,0.00012128853,0.86062306,0.00077972887],"about_ca_topic_score_codex":0.016347785,"about_ca_topic_score_gemma":0.0653888,"teacher_disagreement_score":0.9012284,"about_ca_system_score_codex":0.0024024455,"about_ca_system_score_gemma":0.0017484414,"threshold_uncertainty_score":0.9995742},"labels":[],"label_agreement":null},{"id":"W7045660970","doi":"","title":"A biological approach to the rhetoric of emergent media","year":2008,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Rhetoric; Rhetorical question; Function (biology); Rhetorical device","score_opus":0.1543979439122254,"score_gpt":0.30683453180141484,"score_spread":0.15243658788918946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045660970","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001624204,0.00031870758,0.00017782912,0.00015603776,0.00047997126,0.0031420076,0.0005082454,0.00027450753,0.9933185],"genre_scores_gemma":[0.009956783,0.0012336124,0.0009412207,0.000016462496,0.0003643502,0.000002616963,0.00015763573,0.0004151055,0.9869122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99005264,0.003953742,0.0004017921,0.001846714,0.002298278,0.0014468564],"domain_scores_gemma":[0.9947119,0.00036812053,0.00057022774,0.002439778,0.0008693224,0.0010406546],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016527526,0.0007575591,0.0012128784,0.004063428,0.0017043559,0.00012302074,0.009314516,0.0011137063,0.000056412853],"category_scores_gemma":[0.00022186442,0.0006842416,0.00050886616,0.0074064587,0.0022576463,0.0003894445,0.00377329,0.0019859804,0.0016688672],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007412276,0.00056175387,0.00035489158,0.00004947465,0.00045900216,0.00074452977,0.00071281905,0.000032672262,0.00047423915,0.5951618,0.40061724,0.00009034616],"study_design_scores_gemma":[0.0014143084,0.00034176023,0.0011245119,0.0001964444,0.00013494832,0.000057722307,0.0028411793,0.000032093914,0.00016845773,0.0000074269014,0.99293846,0.0007426729],"about_ca_topic_score_codex":0.0062819207,"about_ca_topic_score_gemma":0.0009089613,"teacher_disagreement_score":0.59515435,"about_ca_system_score_codex":0.0020438605,"about_ca_system_score_gemma":0.0015611255,"threshold_uncertainty_score":0.9995953},"labels":[],"label_agreement":null},{"id":"W7045705250","doi":"","title":"Building Resilience by Understanding Reasons for Collapse: A Study of Societal Futures","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Existentialism; Futures studies; Resilience (materials science); Anthropocentrism; Cognitive reframing; Futures contract; Psychological resilience; Vulnerability (computing)","score_opus":0.061202577346880054,"score_gpt":0.33168297941344055,"score_spread":0.2704804020665605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045705250","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051410384,0.00003728281,0.0013163126,0.00018359334,0.00018695073,0.003910977,0.00041200794,0.00012607517,0.9886858],"genre_scores_gemma":[0.038234502,0.00003963798,0.0003069425,0.000001908255,0.00012984063,0.0000055749024,0.000033313587,0.00019845164,0.96104985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959259,0.00076091534,0.0002455428,0.00103967,0.0012035213,0.00082442653],"domain_scores_gemma":[0.997548,0.0005654955,0.00033606318,0.00083670515,0.0003657602,0.0003480097],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009404512,0.00036080435,0.0006104354,0.0010888949,0.0018964916,0.00028283827,0.0025976684,0.00026269213,0.0004073941],"category_scores_gemma":[0.000035662444,0.00043893946,0.00022635347,0.0018279686,0.0007011434,0.00014486224,0.0014406686,0.000745841,0.000012231507],"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":[0.0002966335,0.00049529556,0.0012522753,0.00008028295,0.00044379188,0.000097749326,0.00038142913,0.000005171359,0.0008484852,0.65079665,0.34421,0.0010922431],"study_design_scores_gemma":[0.003532521,0.0008632908,0.00019357627,0.00030759838,0.00015925031,7.264901e-7,0.06688177,0.00012424367,0.00019618715,0.000069790374,0.9271912,0.0004798369],"about_ca_topic_score_codex":0.036446124,"about_ca_topic_score_gemma":0.005543206,"teacher_disagreement_score":0.65072685,"about_ca_system_score_codex":0.00046141876,"about_ca_system_score_gemma":0.0011258526,"threshold_uncertainty_score":0.9998062},"labels":[],"label_agreement":null},{"id":"W7046167266","doi":"","title":"Co-designing Towards Community Health Outcomes: The role of social innovation labs and organizations during the COVID-19 pandemic","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Social innovation; Health care; Pandemic; Social determinants of health; Health equity; Coronavirus disease 2019 (COVID-19); Value (mathematics)","score_opus":0.04910423069788999,"score_gpt":0.3439379280437194,"score_spread":0.2948336973458294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046167266","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008767014,0.000037909456,0.00041291086,0.0017131482,0.00003284012,0.0015234374,0.0002801558,0.00004926959,0.98718333],"genre_scores_gemma":[0.09019512,0.000051739684,0.000046504567,0.000055302076,0.000050067447,0.0000016402126,0.00011252896,0.00004077398,0.9094463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955009,0.0028576034,0.00023249743,0.0003599396,0.0006374393,0.0004116189],"domain_scores_gemma":[0.9978054,0.0004699359,0.0003491592,0.000660173,0.00055946736,0.00015587141],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017085846,0.00022654724,0.0003869536,0.00087344,0.0045811655,0.00020500207,0.002053615,0.00016119468,0.0006552404],"category_scores_gemma":[0.00009357506,0.00019607363,0.00007015901,0.0024672123,0.0008765866,0.00008332914,0.00133429,0.0013934498,0.0000059397325],"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":[0.00008136346,0.00012498072,0.060528465,0.0001304396,0.0002903232,0.000008446801,0.0016405548,0.0000026110824,0.00056591275,0.9148762,0.019680014,0.0020706821],"study_design_scores_gemma":[0.0012119333,0.00007183614,0.014196566,0.00006977172,0.00004887256,0.0000012849973,0.031156862,0.000016088428,0.00013150106,0.00008534962,0.95281786,0.00019206708],"about_ca_topic_score_codex":0.09466027,"about_ca_topic_score_gemma":0.0030773834,"teacher_disagreement_score":0.93313783,"about_ca_system_score_codex":0.00037091412,"about_ca_system_score_gemma":0.0035814194,"threshold_uncertainty_score":0.9967147},"labels":[],"label_agreement":null},{"id":"W7046424938","doi":"","title":"Deconstructing the Housing System: Understanding the Housing Affordability Crisis and Ways to Solve It","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Work (physics); Poverty; Low income housing; Public housing","score_opus":0.07280170136487728,"score_gpt":0.28516173689931895,"score_spread":0.21236003553444166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046424938","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038389887,0.00004132275,0.005301352,0.0016542984,0.00023488844,0.002557145,0.00009338737,0.00009058152,0.98618805],"genre_scores_gemma":[0.23323128,0.00005466214,0.0009325412,0.0000731573,0.0004076655,0.00000780638,0.00003829976,0.00024541822,0.76500916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953952,0.0011300663,0.0002577144,0.0010610779,0.0012197937,0.0009361836],"domain_scores_gemma":[0.997203,0.00062810245,0.0002812265,0.0012774231,0.00021842681,0.0003918405],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021389152,0.00040392156,0.0004913791,0.00086472864,0.006269942,0.0008555744,0.0028614826,0.00016926575,0.00178944],"category_scores_gemma":[0.000029796727,0.00035538917,0.00019514293,0.0016474008,0.00085530774,0.00016435418,0.0044855224,0.0015777372,0.000021412921],"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":[0.00015190213,0.000059078535,0.00250355,0.00011090912,0.00028985523,0.00017908319,0.00088737713,0.000021203661,0.000064960506,0.9327598,0.06049562,0.0024766654],"study_design_scores_gemma":[0.0008155224,0.00012152178,0.00012685443,0.00022306434,0.00015453908,0.000008287472,0.21711372,0.0002653334,0.000031138356,0.000088675806,0.78062457,0.0004267936],"about_ca_topic_score_codex":0.03764604,"about_ca_topic_score_gemma":0.004432477,"teacher_disagreement_score":0.9326711,"about_ca_system_score_codex":0.0011570324,"about_ca_system_score_gemma":0.00092107354,"threshold_uncertainty_score":0.9998898},"labels":[],"label_agreement":null},{"id":"W7046463915","doi":"","title":"Developing a Circular Building Materials System and Fostering Innovation from Construction, Demolition and Renovation (CRD) Waste: An Ontario-focused Systemic Policy Analysis and Blueprint for Change","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blueprint; Demolition; Government (linguistics); Circular economy; Futures studies; Citizen journalism; Brownfield; Public policy","score_opus":0.07911679589562946,"score_gpt":0.30799682619062857,"score_spread":0.2288800302949991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046463915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6431591,0.00015030349,0.010637871,0.00026204836,0.00018701157,0.0036040056,0.00041237436,0.00011144113,0.3414758],"genre_scores_gemma":[0.6965631,0.00017866814,0.008480615,0.000011832098,0.0007671333,0.000030273366,0.00079223805,0.0002029132,0.2929732],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768615,0.0004019949,0.00027271686,0.0008991428,0.00036769253,0.00037232984],"domain_scores_gemma":[0.99869543,0.00006788568,0.00027290947,0.00037930143,0.0004228048,0.00016169489],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006738745,0.00027396219,0.0005015499,0.0029613376,0.00065404165,0.0006308679,0.00038403002,0.00022928914,0.000057549467],"category_scores_gemma":[0.000009848886,0.00033804876,0.0000482763,0.0016616009,0.00022584961,0.00027374542,0.0009650776,0.0003064061,0.000002001163],"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":[0.00014022236,0.000018592074,0.00345608,0.00068741624,0.0008221129,0.000046773326,0.00063265,6.945945e-7,0.012284462,0.9759417,0.00019435979,0.005774896],"study_design_scores_gemma":[0.018344227,0.0013453722,0.02825192,0.018440269,0.0071452684,0.00014344753,0.11403614,0.0048511326,0.020461656,0.0046940017,0.7762765,0.006010029],"about_ca_topic_score_codex":0.25251123,"about_ca_topic_score_gemma":0.009061717,"teacher_disagreement_score":0.97124773,"about_ca_system_score_codex":0.0006146104,"about_ca_system_score_gemma":0.00055065553,"threshold_uncertainty_score":0.99990714},"labels":[],"label_agreement":null},{"id":"W7046466255","doi":"","title":"Delinquent History:&#13;\\nFor Sites of Transition","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Relation (database); Identity (music); Urban planning; Transition (genetics); Order (exchange); Process (computing); Place identity","score_opus":0.04072869390085516,"score_gpt":0.28370638425609346,"score_spread":0.2429776903552383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046466255","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1522397,0.00006288415,0.00017121113,0.00013664308,0.00026600773,0.0013274519,0.00007210404,0.000033222488,0.8456908],"genre_scores_gemma":[0.30713427,0.00006749953,0.00013027311,0.0000075406815,0.00013070568,0.000002227982,0.0009730924,0.000030818817,0.69152355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99541634,0.0010129916,0.00040432985,0.00092703156,0.0015047562,0.000734535],"domain_scores_gemma":[0.9961784,0.00023187588,0.0004160206,0.00091013685,0.0018225461,0.00044103098],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009794956,0.0004201689,0.00069072645,0.0013211505,0.0008350723,0.0001226118,0.0024239533,0.0004079664,0.0019174952],"category_scores_gemma":[0.000021491445,0.00052923034,0.0003780684,0.00084400875,0.0004517815,0.00028051902,0.0003565612,0.0013486661,0.000076409844],"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":[0.0015235582,0.0004728993,0.000812943,0.0003341441,0.00032745575,0.00014865874,0.0013047637,0.00002540749,0.0114027355,0.9602064,0.016178504,0.007262511],"study_design_scores_gemma":[0.002347026,0.00053515966,0.0021664465,0.0003399203,0.00022845132,0.0000013463108,0.012870345,0.00058006716,0.0068413024,0.00004519575,0.9734163,0.0006284032],"about_ca_topic_score_codex":0.030801492,"about_ca_topic_score_gemma":0.0031955047,"teacher_disagreement_score":0.9601612,"about_ca_system_score_codex":0.0005998721,"about_ca_system_score_gemma":0.0021458,"threshold_uncertainty_score":0.9997159},"labels":[],"label_agreement":null},{"id":"W7046595507","doi":"","title":"Design studies in Canada?","year":2015,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.20242595259542046,"score_gpt":0.3359977957738762,"score_spread":0.13357184317845572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046595507","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11169776,0.000049829425,0.00025631578,0.0007102344,0.00014381617,0.0009066917,0.000010692202,0.000015714506,0.88620895],"genre_scores_gemma":[0.6252612,0.000028595687,0.00037600563,0.000012647414,0.00005148712,0.0000013039254,0.00000793008,0.000011786182,0.37424907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99607295,0.0014244415,0.00018275552,0.0005683292,0.0010023958,0.00074915506],"domain_scores_gemma":[0.9976369,0.00036127385,0.0000819329,0.0005398126,0.0008417512,0.00053828844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012847465,0.0001980226,0.00033232482,0.00055637874,0.0006242481,0.000114406386,0.0017845877,0.00005809053,0.00013698799],"category_scores_gemma":[0.000041647265,0.00023153295,0.000052367144,0.0014946063,0.00037706614,0.00027954622,0.0012318279,0.00064920296,0.000039116607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006057036,0.00018078795,0.028404891,0.000020929067,0.00015633869,0.0019806528,0.0008410348,0.00028285352,0.000469114,0.9366144,0.025352603,0.005090701],"study_design_scores_gemma":[0.0048516123,0.0003747063,0.005160645,0.00012875027,0.00003850135,0.000005684836,0.099674635,0.0016018827,0.0017978371,0.00021459737,0.8855743,0.0005768517],"about_ca_topic_score_codex":0.9083965,"about_ca_topic_score_gemma":0.5215476,"teacher_disagreement_score":0.9363998,"about_ca_system_score_codex":0.0014967832,"about_ca_system_score_gemma":0.008349522,"threshold_uncertainty_score":0.9972722},"labels":[],"label_agreement":null},{"id":"W7046616284","doi":"","title":"Dreaming of Bear and Crow&#13;\\nA Search for Métis Identity","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Identity (music); Nova scotia; Indigenous; Painting; Subject (documents); White (mutation); Metis","score_opus":0.02828750280319437,"score_gpt":0.3063176016487594,"score_spread":0.278030098845565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046616284","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32337087,0.00003470854,0.00052215933,0.00010107212,0.00013125112,0.0016833757,0.000116320654,0.000017939456,0.6740223],"genre_scores_gemma":[0.41893643,0.00006673292,0.00027826594,0.0000028445402,0.000104242536,0.0000029783996,0.0003813111,0.000036106903,0.5801911],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99570537,0.00084620336,0.00033154408,0.0010002824,0.0012283127,0.0008883082],"domain_scores_gemma":[0.9963264,0.0005231131,0.0002847108,0.0007724642,0.0016345507,0.00045877267],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016657158,0.00036367888,0.0006712689,0.001220487,0.0018276642,0.00039812378,0.0023095892,0.00032914092,0.0003072207],"category_scores_gemma":[0.000036886995,0.00046557165,0.00026362305,0.0010562787,0.00052480394,0.00046205657,0.0010502761,0.0010475005,0.00001818651],"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":[0.0010329285,0.00022919696,0.007282173,0.0005279448,0.00031396706,0.00006484559,0.00062134565,0.0000047954695,0.0064234836,0.96513426,0.001373111,0.016991965],"study_design_scores_gemma":[0.0101386905,0.002019488,0.058738813,0.0014030936,0.000680923,0.000005572265,0.06013389,0.0014818673,0.033997428,0.00049054716,0.8289326,0.0019771308],"about_ca_topic_score_codex":0.033739902,"about_ca_topic_score_gemma":0.0030747245,"teacher_disagreement_score":0.9646437,"about_ca_system_score_codex":0.00016822557,"about_ca_system_score_gemma":0.0012456422,"threshold_uncertainty_score":0.9997796},"labels":[],"label_agreement":null},{"id":"W7047221707","doi":"","title":"FedDev Ontario’s ARC Initiatives OCAD University&#13;\\nProject# 1 – Haptic holography","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Haptic technology; Holography; Arc (geometry); Virtual reality","score_opus":0.05311265795545116,"score_gpt":0.2827689583207695,"score_spread":0.2296563003653183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047221707","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039862428,0.00013868058,0.00023744765,0.00020247888,0.0005581426,0.0012730295,0.0001986892,0.00043537712,0.9570937],"genre_scores_gemma":[0.22366966,0.00010553588,0.00055367313,0.000015018718,0.0003046892,8.899152e-7,0.00017179897,0.0002077756,0.77497095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941406,0.0015037516,0.000282951,0.0016293873,0.00079374976,0.0016495246],"domain_scores_gemma":[0.9965685,0.0002634151,0.00045251218,0.0015782282,0.00045836467,0.0006789742],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006841478,0.0008423427,0.0010814483,0.0031355561,0.0020056374,0.00024202677,0.00400053,0.0010548354,0.00024913557],"category_scores_gemma":[0.000017232067,0.0010584173,0.00054670294,0.0024728386,0.0019579206,0.0014796294,0.0017394951,0.0030710306,0.00041537624],"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":[0.00016041241,0.00048281674,0.06205153,0.00006206258,0.001299695,0.0009689249,0.0011508792,0.000002057107,0.00019819963,0.92069286,0.012239261,0.00069132354],"study_design_scores_gemma":[0.002345133,0.00030665714,0.0020025983,0.00033821655,0.00041703423,0.000023179073,0.03665754,0.0000070761953,0.00018797819,0.0001472667,0.95643395,0.0011333822],"about_ca_topic_score_codex":0.28049225,"about_ca_topic_score_gemma":0.036124613,"teacher_disagreement_score":0.9441947,"about_ca_system_score_codex":0.0012666783,"about_ca_system_score_gemma":0.0017027444,"threshold_uncertainty_score":0.9992936},"labels":[],"label_agreement":null},{"id":"W7047299496","doi":"","title":"Exploring participatory design methods for seniors with memory loss through the co-&#13;\\ndesign of tangible communication tools","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Feeling; Isolation (microbiology); Social isolation; Participatory action research; Citizen journalism; Participatory design; Population; Health care","score_opus":0.28834576425917197,"score_gpt":0.39191762810876823,"score_spread":0.10357186384959627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047299496","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005936417,0.00006895945,0.07926195,0.00026212793,0.00006535641,0.0035788321,0.00007065227,0.000052948802,0.91604555],"genre_scores_gemma":[0.009176705,0.00017680447,0.017410347,0.000010196023,0.0001167241,0.000034335404,0.00008755049,0.00015671462,0.97283065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99299,0.004518808,0.00027694018,0.0007095547,0.0007646239,0.0007400346],"domain_scores_gemma":[0.9950498,0.0019242082,0.00044189167,0.0017061783,0.000638359,0.00023957646],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027328974,0.00037534322,0.00063338975,0.0005755694,0.0013044896,0.00022141561,0.0033089642,0.00019531972,0.0006935112],"category_scores_gemma":[0.000039824274,0.0003414572,0.00018772657,0.00093428965,0.001271938,0.0003582115,0.00085359905,0.0008424504,0.00002653641],"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":[0.0012899395,0.00034052777,0.00035426745,0.00022553685,0.0008857171,0.00004778229,0.0016355835,0.00016459452,0.001317153,0.90360904,0.06940179,0.020728068],"study_design_scores_gemma":[0.0019923905,0.00045993397,0.00009822783,0.00032096365,0.00020334963,0.000001476317,0.012027795,0.0003603453,0.006084969,0.00006296215,0.9779734,0.00041421308],"about_ca_topic_score_codex":0.015786767,"about_ca_topic_score_gemma":0.0003722711,"teacher_disagreement_score":0.9085716,"about_ca_system_score_codex":0.00016458872,"about_ca_system_score_gemma":0.0010671555,"threshold_uncertainty_score":0.99999565},"labels":[],"label_agreement":null},{"id":"W7047300032","doi":"","title":"Foresight-Informed Agile For Resilient Product Strategy","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agile software development; Futures studies; New product development; Product (mathematics); Resilience (materials science); Strategic planning; Strategic management; Agile manufacturing","score_opus":0.05609483012106404,"score_gpt":0.3178361051762348,"score_spread":0.26174127505517075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047300032","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005547347,0.00014407745,0.00023039429,0.00038549633,0.00024763294,0.0041237557,0.00028289578,0.000081412196,0.9939496],"genre_scores_gemma":[0.0025108939,0.000113691065,0.00058076036,0.000007798626,0.00041116079,0.000008938211,0.00054273,0.00015571128,0.9956683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99524534,0.00072939764,0.00028578818,0.0013743208,0.0011648946,0.0012002509],"domain_scores_gemma":[0.9964843,0.00030595277,0.00029293174,0.0014280904,0.0008992881,0.00058943295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065506157,0.00049451494,0.000673479,0.0012672576,0.0012961117,0.00047471045,0.0029429127,0.00030615093,0.005980488],"category_scores_gemma":[0.000040319417,0.0005817807,0.0003413261,0.00136739,0.00057059736,0.00017114046,0.0015552426,0.0010104288,0.000075485106],"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":[0.00029747392,0.00025094755,0.00035797717,0.00019854463,0.00030324812,0.00025198312,0.00006426619,0.000004636658,0.0005365478,0.607393,0.38359955,0.0067418274],"study_design_scores_gemma":[0.002353044,0.00033178958,0.0002751633,0.00035634384,0.000092142756,0.0000023459593,0.0034396602,0.00009679591,0.0010642146,0.000042159198,0.9913595,0.0005868793],"about_ca_topic_score_codex":0.0216677,"about_ca_topic_score_gemma":0.0040673907,"teacher_disagreement_score":0.6077599,"about_ca_system_score_codex":0.00035092147,"about_ca_system_score_gemma":0.0038956918,"threshold_uncertainty_score":0.99966335},"labels":[],"label_agreement":null},{"id":"W7047340094","doi":"","title":"Greener Small Cities: Deploy Environmental Action Faster and Smarter","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Leverage (statistics); Action (physics); Action plan; Focus (optics); Set (abstract data type)","score_opus":0.04042429406790921,"score_gpt":0.25302474860672663,"score_spread":0.21260045453881743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047340094","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010003045,0.000084232306,0.0000690015,0.0003303752,0.00020854911,0.001265035,0.00019740681,0.00008557889,0.9877568],"genre_scores_gemma":[0.004446275,0.00018917599,0.00012737734,0.000017849508,0.00020534536,0.0000032632718,0.00011830857,0.00016449607,0.9947279],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632865,0.0010139975,0.00015730096,0.0009531202,0.0008360558,0.0007109017],"domain_scores_gemma":[0.99849725,0.00011395002,0.00016454264,0.00075205864,0.00006051198,0.00041170354],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041062618,0.00036268428,0.0003825423,0.0010804073,0.0011622302,0.00025249016,0.001495876,0.00022643345,0.021899877],"category_scores_gemma":[0.0000030193519,0.00045756108,0.00014787314,0.0004908988,0.00066283136,0.00017775405,0.0025015217,0.0012051236,0.00013311807],"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":[0.00050229224,0.0005340227,0.019628834,0.00013675127,0.00070273643,0.0010862675,0.0004873021,0.0000023480643,0.0010364759,0.5671588,0.37101388,0.03771028],"study_design_scores_gemma":[0.0015601217,0.0002217804,0.0011980054,0.000059597474,0.00008025569,0.000006707974,0.008352806,0.00004649879,0.000065832064,0.00001266829,0.9879592,0.00043649194],"about_ca_topic_score_codex":0.021647211,"about_ca_topic_score_gemma":0.0015102096,"teacher_disagreement_score":0.6169453,"about_ca_system_score_codex":0.00032719068,"about_ca_system_score_gemma":0.0003800088,"threshold_uncertainty_score":0.9997876},"labels":[],"label_agreement":null},{"id":"W7047360203","doi":"","title":"Facilitating Inclusive Running Events: Policy Analysis to Reduce Barriers for Persons With Disabilities","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Work (physics); Government (linguistics); Event (particle physics); Public policy; Policy analysis; Web accessibility; State (computer science); Disabled people","score_opus":0.033443607659558214,"score_gpt":0.3339881059446619,"score_spread":0.30054449828510366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047360203","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050692135,0.000009905426,0.0011028753,0.0013577987,0.0000728877,0.003101531,0.0009724118,0.0001734671,0.9881399],"genre_scores_gemma":[0.014863419,0.000011094698,0.00090709154,0.000011167629,0.00022432198,0.000015163032,0.00012447256,0.00021817142,0.9836251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99552494,0.00064900145,0.00022854834,0.0012977823,0.0011570873,0.0011426345],"domain_scores_gemma":[0.99641025,0.00083328295,0.00020950024,0.0010163884,0.00060987624,0.00092067185],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080791244,0.0004629594,0.00073211937,0.003688733,0.0021312786,0.00026515636,0.0024049005,0.00022152899,0.001051624],"category_scores_gemma":[0.00019311946,0.00052403245,0.00038055654,0.0051747845,0.00059865526,0.00019306611,0.0018388699,0.00075947965,0.00006399995],"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":[0.0010173792,0.00016988213,0.010104106,0.00016380684,0.0044930526,0.0001497559,0.005169865,0.00020448177,0.0002128361,0.8802834,0.092643976,0.005387423],"study_design_scores_gemma":[0.0015123952,0.00041082813,0.00039100982,0.00024844933,0.0004611906,5.4129924e-7,0.12781338,0.00022505716,0.000060532733,0.000023854735,0.86826915,0.00058364496],"about_ca_topic_score_codex":0.113338985,"about_ca_topic_score_gemma":0.011703246,"teacher_disagreement_score":0.8802596,"about_ca_system_score_codex":0.00077464443,"about_ca_system_score_gemma":0.002416414,"threshold_uncertainty_score":0.99986154},"labels":[],"label_agreement":null},{"id":"W7047485871","doi":"","title":"How Virtual Work Environments Convey Perceptual Cues to Foster Shared Intentionality During Covid-19 for Blind and Partially Sighted Employees","year":2021,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Intentionality; Perception; Work (physics); Information and Communications Technology; Virtual reality; Workflow; Partially sighted; Citizen journalism; Virtual machine","score_opus":0.07686496571223685,"score_gpt":0.306856766845335,"score_spread":0.2299918011330982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047485871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84628123,0.000015403748,0.0029555517,0.0058563794,0.00008959558,0.0018039705,0.00020544635,0.00003086901,0.14276154],"genre_scores_gemma":[0.6017754,0.000013142066,0.00038073095,0.000051807405,0.000074689975,0.000005329661,0.00012981382,0.0000156864,0.3975534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965766,0.000841179,0.0001845203,0.0009566103,0.0007641771,0.0006769332],"domain_scores_gemma":[0.99764943,0.00036281836,0.0000875886,0.00052497606,0.00043322556,0.0009419892],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00053422985,0.00024508665,0.00032489814,0.00038609817,0.0019379486,0.0007104359,0.0010084059,0.00011908305,0.00079142855],"category_scores_gemma":[0.000100047204,0.00029892146,0.00014805242,0.00076422305,0.00048076635,0.00041867298,0.0020608946,0.000428062,0.000022351549],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073646186,0.0013200709,0.14200263,0.00015415486,0.0008380821,0.0010742538,0.0036312197,0.000059841354,0.06499101,0.76006085,0.011090423,0.007412848],"study_design_scores_gemma":[0.007978826,0.0006308679,0.06656016,0.000096646036,0.000101292164,0.000005331858,0.03042778,0.00009795016,0.0075510363,0.000065448665,0.88584954,0.00063515786],"about_ca_topic_score_codex":0.00085434667,"about_ca_topic_score_gemma":0.00046797356,"teacher_disagreement_score":0.8747591,"about_ca_system_score_codex":0.0002941276,"about_ca_system_score_gemma":0.00078671327,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W7047554447","doi":"","title":"Get Your Mind Outta the Gutter:&#13;\\nActor-Network Theory and Panel Layout in Comics","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Comics; Meaning (existential); Narrative; Space (punctuation); Narratology; Interpretation (philosophy)","score_opus":0.054298018535608894,"score_gpt":0.30252195623146816,"score_spread":0.24822393769585926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047554447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5683756,0.000055539647,0.000023401179,0.000118492135,0.0002121079,0.00048610618,0.000025248566,0.000036315785,0.4306672],"genre_scores_gemma":[0.75627655,0.000038868046,0.00005357581,0.000012933911,0.00018266444,9.90532e-7,0.00017927129,0.000051087227,0.24320406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960941,0.0016535294,0.00022939217,0.00085684255,0.00039896506,0.00076714373],"domain_scores_gemma":[0.9979307,0.00050501304,0.00024050802,0.000885395,0.00023403285,0.00020435947],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015279674,0.0003931299,0.0005702698,0.0006350525,0.001330644,0.00022694077,0.002242857,0.0005158495,0.000011337782],"category_scores_gemma":[0.000031153468,0.00040140396,0.00014907656,0.0008570481,0.00058429764,0.0004111204,0.0006179857,0.0019459939,0.00003145276],"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":[0.00027957553,0.00010045872,0.06795814,0.00003811665,0.00026276475,0.00016241951,0.0018181026,0.000020427738,0.0001874539,0.9268891,0.00083160243,0.0014518388],"study_design_scores_gemma":[0.005034919,0.00039432742,0.021795344,0.000881076,0.0005114806,0.000024318511,0.42098936,0.0002178771,0.001045622,0.004312117,0.5430086,0.0017849532],"about_ca_topic_score_codex":0.019603385,"about_ca_topic_score_gemma":0.005401262,"teacher_disagreement_score":0.92257696,"about_ca_system_score_codex":0.0002580598,"about_ca_system_score_gemma":0.00041936792,"threshold_uncertainty_score":0.9999695},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W7047698414","doi":"","title":"Homesickness: From Truth to Aesthetics","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Loneliness; Transcendental number; Meaning (existential); Aesthetic experience; Creativity; Emotional distress","score_opus":0.039571089942614227,"score_gpt":0.30892049336513056,"score_spread":0.26934940342251634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047698414","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49514315,0.000063428146,0.000027029904,0.00018310107,0.0007515076,0.0004686359,0.00010195311,0.0001261621,0.503135],"genre_scores_gemma":[0.60836726,0.00002513219,0.00023061706,0.000007818912,0.00022590497,0.0000013765023,0.0005517728,0.00006377083,0.39052635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99642974,0.0005168874,0.00024057586,0.0013463758,0.0006738798,0.00079254253],"domain_scores_gemma":[0.9975127,0.0002389095,0.00013412764,0.00108012,0.00059096987,0.00044314776],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040754207,0.00047471118,0.00064865587,0.0013630668,0.0012573139,0.00046584551,0.0030408017,0.00055540627,0.000031789947],"category_scores_gemma":[0.000021274782,0.0005840794,0.00028985145,0.0019430399,0.00025473253,0.00058646605,0.0007307242,0.0020568853,0.0007664033],"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":[0.00017399488,0.00015332908,0.0014585288,0.00004903707,0.0004281286,0.0007842104,0.0022446937,0.000008355174,0.0011905319,0.98862237,0.0015453214,0.0033414855],"study_design_scores_gemma":[0.0012710419,0.00033280186,0.0006561989,0.00073192007,0.00048823867,0.0000066552466,0.24533263,0.000046230358,0.006919144,0.0026827806,0.7403774,0.0011549174],"about_ca_topic_score_codex":0.026969835,"about_ca_topic_score_gemma":0.0011008934,"teacher_disagreement_score":0.9859396,"about_ca_system_score_codex":0.000642726,"about_ca_system_score_gemma":0.0011067163,"threshold_uncertainty_score":0.9996611},"labels":[],"label_agreement":null},{"id":"W7047875069","doi":"","title":"How mental models influence decision&#13;\\n-&#13;\\nmaking:&#13;\\ninsights from leaders of sustainable Ontario SMEs","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental model; Scale (ratio); Information sharing; Key (lock); Core (optical fiber); Qualitative research; Strategic planning; Qualitative property","score_opus":0.03447604878205759,"score_gpt":0.26586801675134525,"score_spread":0.23139196796928765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7047875069","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12350747,0.00006234995,0.0049656173,0.00013067562,0.00012507892,0.0018493948,0.0002217759,0.000064652304,0.869073],"genre_scores_gemma":[0.35091943,0.000020269816,0.00051277457,0.000003714538,0.00015866513,0.0000026884375,0.00012982078,0.000120232726,0.6481324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941368,0.0007564271,0.00033281423,0.0015316752,0.0016519218,0.0015903743],"domain_scores_gemma":[0.9960673,0.00035509455,0.0005064649,0.0013825956,0.00085447077,0.000834064],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00032359018,0.000739422,0.0010953514,0.0012933577,0.0013962386,0.0006648179,0.0041967747,0.0005047225,0.00024146272],"category_scores_gemma":[0.000016797749,0.00082084304,0.000466629,0.0011147726,0.002186347,0.0025935583,0.0025926125,0.0020951831,0.00012419357],"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":[0.00076730276,0.0006370573,0.009195041,0.000050603256,0.0011232859,0.00053051714,0.0017495644,0.00033387888,0.00033935116,0.95043546,0.03223077,0.0026071435],"study_design_scores_gemma":[0.0035660407,0.00047748577,0.0022878852,0.0007685313,0.0001933028,0.0000014997794,0.044136453,0.00044078808,0.0016186867,0.0014983853,0.94382274,0.0011882038],"about_ca_topic_score_codex":0.5167033,"about_ca_topic_score_gemma":0.017971251,"teacher_disagreement_score":0.9489371,"about_ca_system_score_codex":0.0014660615,"about_ca_system_score_gemma":0.0026419344,"threshold_uncertainty_score":0.9999482},"labels":[],"label_agreement":null},{"id":"W7048049643","doi":"","title":"Illumi Nation: Indigenous World View Through Relating of Story","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Indigenous; Experiential learning; Vocational education; Experiential knowledge; Traditional knowledge; World view; Construct (python library)","score_opus":0.04801231609434777,"score_gpt":0.2901318783455094,"score_spread":0.24211956225116163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048049643","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068188197,0.00020973924,0.00013689621,0.00029449238,0.00027597378,0.0023591113,0.000121382785,0.00006703408,0.9958535],"genre_scores_gemma":[0.0030405934,0.00013197918,0.0004273787,0.000010570822,0.00020498454,0.0000014228609,0.00008687001,0.00013477061,0.9959614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951666,0.0014220201,0.0002861567,0.0009506925,0.0013863293,0.000788229],"domain_scores_gemma":[0.9970228,0.00034311978,0.00051894266,0.0012309592,0.0006099702,0.00027419315],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008849044,0.000405419,0.0007238448,0.0016441785,0.0009797821,0.00014514073,0.002868275,0.00030602023,0.0030910398],"category_scores_gemma":[0.000018805827,0.00050006626,0.0002621696,0.0020733045,0.0006999655,0.00025512488,0.0016578638,0.0016731282,0.00029463822],"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":[0.00012978064,0.0002541531,0.0015644423,0.00022341005,0.00039525272,0.0001928912,0.0005913651,0.0000057776606,0.00028346913,0.83457273,0.15496136,0.0068253404],"study_design_scores_gemma":[0.0014957997,0.00019388946,0.00022907031,0.0005051502,0.00008782755,0.00000141316,0.0034911982,0.000022536971,0.00019257008,0.000030360705,0.993299,0.0004511522],"about_ca_topic_score_codex":0.03844241,"about_ca_topic_score_gemma":0.0019659572,"teacher_disagreement_score":0.83833766,"about_ca_system_score_codex":0.00036698504,"about_ca_system_score_gemma":0.0019774323,"threshold_uncertainty_score":0.9997451},"labels":[],"label_agreement":null},{"id":"W7048539575","doi":"","title":"Making Art Accessible to All: Co-Creating Multi-sensory Art with Visually Impaired People","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Atomic and Subatomic Physics 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":"Ontario College of Art and Design","funders":"","keywords":"Visually impaired; Feeling; Visual impairment; Face (sociological concept); Braille; Perception; Digital media","score_opus":0.11180574111755118,"score_gpt":0.3900601249712701,"score_spread":0.2782543838537189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7048539575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004689684,0.000009960376,0.0042723347,0.00012670615,0.000116442614,0.0018793563,0.00023387649,0.00039318798,0.98827845],"genre_scores_gemma":[0.044436045,0.000029172254,0.0006635259,0.000022199774,0.00026177446,0.000003866078,0.00015078731,0.00056424923,0.9538684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945796,0.00090909825,0.00026802748,0.0014782402,0.0012881409,0.0014768533],"domain_scores_gemma":[0.99701303,0.00030727725,0.00031148965,0.0011556548,0.00044274956,0.00076982257],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073642656,0.000620677,0.0009044037,0.0016029658,0.0015323989,0.0005952017,0.0031489697,0.00034927155,0.00010802961],"category_scores_gemma":[0.000018336399,0.00069859927,0.00026490726,0.0021176594,0.00045104517,0.0008243909,0.0016815303,0.001515409,0.0016688987],"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":[0.0012308838,0.0006196181,0.026217988,0.00015899654,0.0018720733,0.0019324549,0.0018298571,0.0001269799,0.0009854723,0.6978341,0.26485986,0.0023317263],"study_design_scores_gemma":[0.0029755277,0.00020645934,0.0010212103,0.00086402457,0.00014936835,0.0000073922106,0.011538628,0.0018854118,0.0004051229,0.00002703858,0.9797533,0.0011665017],"about_ca_topic_score_codex":0.007302947,"about_ca_topic_score_gemma":0.0027954367,"teacher_disagreement_score":0.71489346,"about_ca_system_score_codex":0.0013485289,"about_ca_system_score_gemma":0.0021590579,"threshold_uncertainty_score":0.9997675},"labels":[],"label_agreement":null},{"id":"W7049110335","doi":"","title":"Mud, Hay, Plywood, Pheasants: Towards a Rurally Embodied Queer Curatorial Practice","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Queer; Exhibition; Embodied cognition; Lesbian; Reading (process); Presentation (obstetrics); Appropriation","score_opus":0.04143931358439731,"score_gpt":0.2920022595256479,"score_spread":0.2505629459412506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049110335","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004397205,0.0011408146,0.0003993454,0.00013014085,0.001638865,0.0014662864,0.00019858446,0.0004964009,0.99408984],"genre_scores_gemma":[0.0038739336,0.0031135988,0.0015628348,0.000034885434,0.00076316606,0.0000023940188,0.0001688855,0.0004280414,0.9900523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99536794,0.0009924773,0.0002892716,0.0011462175,0.0010080754,0.0011960283],"domain_scores_gemma":[0.9970057,0.0002279585,0.0002104676,0.0011886833,0.00069532957,0.0006718784],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071186,0.00070221233,0.000901856,0.001127282,0.00085096835,0.0005568321,0.0028565265,0.0010997852,0.00008565712],"category_scores_gemma":[0.00011740901,0.00089039805,0.0003098455,0.0015248079,0.00043368555,0.0011036425,0.001205176,0.0019551655,0.00014882661],"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":[0.00095046486,0.00034312156,0.000021221456,0.0005980525,0.0018007187,0.013114373,0.0010765673,0.00022220645,0.007973155,0.59385616,0.37944227,0.0006016979],"study_design_scores_gemma":[0.0020970136,0.00015171175,0.000010692953,0.00074387086,0.00022307939,0.000107900654,0.005044386,0.0003016175,0.0018718364,0.000021461838,0.98846966,0.0009567905],"about_ca_topic_score_codex":0.013423224,"about_ca_topic_score_gemma":0.0016465836,"teacher_disagreement_score":0.6090274,"about_ca_system_score_codex":0.0015853734,"about_ca_system_score_gemma":0.0013681318,"threshold_uncertainty_score":0.99935466},"labels":[],"label_agreement":null},{"id":"W7049614867","doi":"","title":"No Dull Affairs [Exhibition Catalogue]","year":2013,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canada Council for the Arts","keywords":"Globe; Government (linguistics); Foreign policy","score_opus":0.028252993715575353,"score_gpt":0.25168736858391993,"score_spread":0.22343437486834458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7049614867","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006171476,0.00003455317,0.000090738446,0.00038069746,0.0003868979,0.0028203793,0.00036755385,0.000092372924,0.99520963],"genre_scores_gemma":[0.0032344111,0.000082741775,0.00017223952,0.000011968472,0.00047572542,0.0000038581293,0.0012972932,0.000067329325,0.9946544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939381,0.0010616804,0.00037968237,0.0015261553,0.0017825203,0.001311903],"domain_scores_gemma":[0.99476916,0.00030238857,0.00035838547,0.0016032194,0.002062197,0.00090467266],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00085799146,0.00064750144,0.00076928426,0.0014292982,0.0021462396,0.0007053505,0.0041034543,0.00056985824,0.0053289696],"category_scores_gemma":[0.000023765762,0.00080506963,0.00042124448,0.00089071895,0.0011392359,0.00060333684,0.003104134,0.0025017292,0.003338969],"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":[0.00022452479,0.00020277478,0.00012895632,0.00008285833,0.00018639247,0.00056853954,0.00008660944,0.0000021042135,0.00038417423,0.72046435,0.27412915,0.0035395573],"study_design_scores_gemma":[0.0018379596,0.00040111094,0.00018131878,0.00030002207,0.00011805968,0.0000051864404,0.0019354817,0.00013223753,0.0001963413,0.00026953805,0.99384195,0.0007807733],"about_ca_topic_score_codex":0.022000814,"about_ca_topic_score_gemma":0.0006835325,"teacher_disagreement_score":0.7201948,"about_ca_system_score_codex":0.0009949487,"about_ca_system_score_gemma":0.0039306544,"threshold_uncertainty_score":0.99979955},"labels":[],"label_agreement":null},{"id":"W7050093298","doi":"","title":"Accelerated ruins","year":2009,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cityscape; Demolition; Architecture; Documentation; Value (mathematics); Work (physics)","score_opus":0.061497316058091535,"score_gpt":0.3100070885659472,"score_spread":0.2485097725078557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7050093298","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14694093,0.000009620587,0.00021101565,0.0014735307,0.00007302091,0.00086662243,0.00002211077,0.000062978375,0.8503402],"genre_scores_gemma":[0.5299886,0.00001460635,0.00016161968,0.0000218887,0.000076370954,3.4235833e-7,0.000027455748,0.000008842545,0.4697003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645525,0.00079067214,0.0001933,0.0007546767,0.0009031774,0.0009029488],"domain_scores_gemma":[0.99763143,0.00014594717,0.00010352372,0.00080519024,0.00074692816,0.00056698575],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006731804,0.0002557106,0.0003191976,0.00072605093,0.0018768756,0.0004554106,0.0025690484,0.00013108313,0.0012526226],"category_scores_gemma":[0.00001485536,0.0003049626,0.00015507395,0.0019723063,0.0003627658,0.0004602639,0.000777813,0.00090752303,0.00020161062],"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":[0.00035196095,0.00039235235,0.0036165507,0.000006653856,0.00007627057,0.00044698748,0.00016521296,0.000009297496,0.008315262,0.957667,0.0079148,0.021037668],"study_design_scores_gemma":[0.0025326016,0.0005310038,0.018130738,0.000049322196,0.000037821177,0.0000037780721,0.0039847028,0.00043675108,0.003865318,0.00018869418,0.96980876,0.00043052624],"about_ca_topic_score_codex":0.0067495806,"about_ca_topic_score_gemma":0.0001362203,"teacher_disagreement_score":0.9618939,"about_ca_system_score_codex":0.00020702224,"about_ca_system_score_gemma":0.0008647775,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W7050521088","doi":"","title":"RedesignEd","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Crystallography and Radiation 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":"Futures studies; Metaphor; Quality (philosophy); Test (biology); Psychological intervention; Perspective (graphical); Interpretation (philosophy)","score_opus":0.04194141311268522,"score_gpt":0.29040386269464913,"score_spread":0.2484624495819639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7050521088","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018473392,0.000080672005,0.00044176335,0.000104897146,0.00031332762,0.00095567113,0.0002126253,0.0001202406,0.9975861],"genre_scores_gemma":[0.02607007,0.0000938605,0.00020996448,0.0000056460763,0.000429228,7.1950757e-7,0.00012554954,0.00014457802,0.97292036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969464,0.00070376863,0.00013454985,0.0009097842,0.00059724104,0.0007082331],"domain_scores_gemma":[0.9974256,0.00008971404,0.00040308418,0.0013912304,0.00023598067,0.00045435404],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00045054406,0.00038561673,0.0005193866,0.0012449091,0.002359886,0.00044900365,0.0034425794,0.00036043435,0.00012657174],"category_scores_gemma":[0.0000071119916,0.00046687265,0.00030364905,0.0006461664,0.00083536585,0.0005983567,0.00082408194,0.0009139137,0.00011903366],"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":[0.00012686617,0.00014763813,0.0010485544,0.000026182257,0.00043367324,0.00030493797,0.00009784781,0.0000029988464,0.00015762667,0.801761,0.19500746,0.00088521576],"study_design_scores_gemma":[0.0014193722,0.00009894563,0.00027547372,0.00020083219,0.000101298676,0.0000019971392,0.0010704736,0.000012228745,0.000058301022,0.00021150042,0.9960321,0.00051743403],"about_ca_topic_score_codex":0.010698503,"about_ca_topic_score_gemma":0.0003091908,"teacher_disagreement_score":0.8015495,"about_ca_system_score_codex":0.00033726296,"about_ca_system_score_gemma":0.0008317912,"threshold_uncertainty_score":0.9997783},"labels":[],"label_agreement":null},{"id":"W7051327369","doi":"","title":"Ontario’s Universities: An Act of Public Imagination -Transforming Ontario’s Public Universities Through Foresight and Social Innovation","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Timeline; Futures contract; Citizen journalism; Intervention (counseling); Social innovation; Higher education; Social change; Participatory action research","score_opus":0.06188482535762224,"score_gpt":0.29713742714370606,"score_spread":0.23525260178608381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051327369","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02330205,0.000025517465,0.0012685823,0.0007915048,0.00013268135,0.001351235,0.00018463901,0.000070014954,0.97287375],"genre_scores_gemma":[0.07618087,0.000024159861,0.0003493664,0.000011113691,0.000074432755,0.0000010377018,0.00044677078,0.00005933855,0.92285293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957835,0.0009459191,0.00032116353,0.0009785636,0.0011085477,0.000862275],"domain_scores_gemma":[0.99705565,0.00015286646,0.00042355843,0.0006469575,0.0014888825,0.00023206444],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007927324,0.0004741821,0.00066490757,0.0032228592,0.0017583615,0.00047250534,0.002139746,0.00043268927,0.004131603],"category_scores_gemma":[0.0000052964515,0.0006183538,0.00017003837,0.0020783194,0.001197442,0.0015244511,0.0012222516,0.0012936121,0.000009604266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022303431,0.00030339154,0.0051063597,0.00014239945,0.00048287667,0.000109222936,0.0048933467,5.5615004e-7,0.00015156726,0.9723918,0.01055277,0.005642681],"study_design_scores_gemma":[0.0023329973,0.00025092158,0.001805266,0.00016774375,0.00013632327,0.00000146665,0.054116484,0.000030303869,0.00012443148,0.00017051063,0.9403564,0.00050715567],"about_ca_topic_score_codex":0.7330692,"about_ca_topic_score_gemma":0.48086002,"teacher_disagreement_score":0.97222126,"about_ca_system_score_codex":0.002857003,"about_ca_system_score_gemma":0.01865114,"threshold_uncertainty_score":0.99962676},"labels":[],"label_agreement":null},{"id":"W7051633300","doi":"","title":"“For the people, by the people”&#13;\\nHow might governments benefit from human-centred design?","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Strong","keywords":"Government (linguistics); Order (exchange); Public policy; Scale (ratio); Design methods; Key (lock)","score_opus":0.03047960220567233,"score_gpt":0.24397882326997883,"score_spread":0.2134992210643065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051633300","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003771189,0.002308483,0.003878213,0.0005622995,0.00051394384,0.004938242,0.0007070717,0.00036259054,0.98295796],"genre_scores_gemma":[0.012873412,0.0016948484,0.00027852002,0.000029000617,0.00020232149,0.000012696143,0.0002577224,0.0004248669,0.9842266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99529177,0.000651473,0.00028023063,0.000969027,0.001316343,0.0014911488],"domain_scores_gemma":[0.9964721,0.0010394763,0.00026187245,0.0016018255,0.000265271,0.00035940605],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0004884126,0.0006829553,0.0006906676,0.00037327193,0.0021501046,0.0006145953,0.0056563714,0.000632277,0.0001348729],"category_scores_gemma":[0.00003903697,0.0006038002,0.00027645507,0.0011163877,0.00042656678,0.0005656552,0.00077337923,0.0016468539,0.0001743926],"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":[0.00018979337,0.00014885445,0.00023118901,0.000080186874,0.001555895,0.00006690581,0.0009793685,0.0003517976,0.0022601606,0.25453407,0.739267,0.00033479725],"study_design_scores_gemma":[0.0019964806,0.000218755,0.000340009,0.00017175266,0.00040825718,0.0000064948604,0.0033994436,0.0046423,0.0011047561,0.00010116419,0.9868238,0.00078676443],"about_ca_topic_score_codex":0.02270574,"about_ca_topic_score_gemma":0.015164345,"teacher_disagreement_score":0.25443292,"about_ca_system_score_codex":0.0024115625,"about_ca_system_score_gemma":0.00042374004,"threshold_uncertainty_score":0.9997235},"labels":[],"label_agreement":null},{"id":"W7051878917","doi":"","title":"OTEM 2032:&#13;\\nCatalyzing the Disruption of Transportation Equipment Manufacturing in Ontario","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Outsourcing; Process (computing); Assertion; Manufacturing; Manufacturing operations; Manufacturing process","score_opus":0.039820189455922854,"score_gpt":0.28026326227742654,"score_spread":0.24044307282150368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051878917","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03249478,0.000024830428,0.00010724223,0.0001635004,0.00012593153,0.0015119998,0.000075382646,0.000020165784,0.96547616],"genre_scores_gemma":[0.13772644,0.000045283497,0.000051179035,0.0000014848634,0.00005569909,0.0000017088392,0.00012352633,0.0000473953,0.8619473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720186,0.0004717087,0.00022261322,0.0006539105,0.00088398467,0.0005658973],"domain_scores_gemma":[0.9981468,0.00011244968,0.00039073653,0.0010096082,0.00015442442,0.00018603457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007261262,0.00028851998,0.000425982,0.00089309405,0.00083180907,0.0001865071,0.0025550176,0.00020641263,0.0015332988],"category_scores_gemma":[0.0000043937866,0.0002949214,0.00017939066,0.00030117435,0.0004874151,0.00020762211,0.00053129875,0.0011506598,0.000024727731],"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":[0.0009227997,0.00072175945,0.051173974,0.00029924177,0.0006684556,0.0009299654,0.0022904759,0.00005753545,0.0014319988,0.86547494,0.04434232,0.03168656],"study_design_scores_gemma":[0.0014509938,0.00009995215,0.033602558,0.0005498842,0.00006602415,5.8751954e-7,0.0023226612,0.000028265798,0.00091818697,0.000017600925,0.96064836,0.00029490946],"about_ca_topic_score_codex":0.69935507,"about_ca_topic_score_gemma":0.5521057,"teacher_disagreement_score":0.9163061,"about_ca_system_score_codex":0.00044014285,"about_ca_system_score_gemma":0.0010782103,"threshold_uncertainty_score":0.9999503},"labels":[],"label_agreement":null},{"id":"W7052030611","doi":"","title":"Queer Desires:&#13;\\nColonial Photographic Portraits of the Indentured Labourers of Mauritius.","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Portrait; Queer; Photography; Feminism; Colonialism; The arts; Intersectionality","score_opus":0.027514507862315258,"score_gpt":0.29309527527901835,"score_spread":0.2655807674167031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052030611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5516089,0.0000063792245,0.0000070695596,0.000048254955,0.0006055737,0.0006859067,0.00027769365,0.000018370873,0.44674182],"genre_scores_gemma":[0.7240595,0.000044215907,0.00003205546,0.00000251735,0.00006684311,0.0000012479295,0.00020778085,0.000031926786,0.2755539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971117,0.0006067156,0.00033502473,0.000571313,0.0008847759,0.00049047417],"domain_scores_gemma":[0.9968801,0.00038977712,0.0005698871,0.00069966214,0.0012458826,0.00021467003],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041427015,0.00031145438,0.00054345065,0.0008884479,0.0010191577,0.00011651705,0.0021545116,0.00037839042,0.00003547595],"category_scores_gemma":[0.000045641922,0.00032176916,0.00045479153,0.0021462694,0.00047486715,0.00045606843,0.00043646837,0.00119819,0.000026717593],"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":[0.001234348,0.0006282234,0.032646623,0.00025591283,0.0009247043,0.00026804593,0.0015074974,0.00021988149,0.0036611157,0.9525584,0.0058540967,0.00024114395],"study_design_scores_gemma":[0.010181277,0.0013488999,0.36151767,0.004629233,0.002185374,0.000016322489,0.116289444,0.00020772583,0.1390116,0.0018412576,0.36023584,0.002535358],"about_ca_topic_score_codex":0.03348345,"about_ca_topic_score_gemma":0.006208413,"teacher_disagreement_score":0.95071715,"about_ca_system_score_codex":0.0002635462,"about_ca_system_score_gemma":0.0016292946,"threshold_uncertainty_score":0.9999234},"labels":[],"label_agreement":null},{"id":"W7052085126","doi":"","title":"Rematerializing Memory: Co-Constructing the Multisensory Memories of Asian Third Culture Kids (TCKs)","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grief; Feeling; Empathy; Space (punctuation); Identity (music); Popular culture","score_opus":0.03929847756966816,"score_gpt":0.29529146446044496,"score_spread":0.2559929868907768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052085126","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38100857,0.00003579945,0.000007936019,0.00006470482,0.0005892969,0.0007780877,0.00017002011,0.00018464871,0.6171609],"genre_scores_gemma":[0.61587816,0.0009951784,0.00083469186,0.0000061052547,0.00028748487,0.00000540441,0.000831843,0.00015530546,0.38100582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973516,0.00041783458,0.0003154914,0.00059018715,0.0007235971,0.00060127594],"domain_scores_gemma":[0.99775827,0.00036355777,0.0002355337,0.0008006209,0.0006091405,0.0002329023],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00058497005,0.00038308464,0.00056358316,0.00063675555,0.0017189075,0.0002975638,0.00225678,0.0005679065,0.0000020569676],"category_scores_gemma":[0.00012365029,0.0004062523,0.00020402689,0.0013764102,0.0004960742,0.0003822408,0.00028066355,0.0012426509,0.000057099347],"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":[0.00032056277,0.000079537276,0.0002648251,0.00074787356,0.00068700704,0.0008650392,0.007713413,0.001096987,0.044237565,0.9345371,0.008365324,0.0010847537],"study_design_scores_gemma":[0.0025842101,0.0002078447,0.002911066,0.0019369706,0.00069214974,0.00006527609,0.32397026,0.0017695066,0.27014992,0.00032559945,0.39352167,0.0018655171],"about_ca_topic_score_codex":0.0009477759,"about_ca_topic_score_gemma":0.0011005244,"teacher_disagreement_score":0.9342115,"about_ca_system_score_codex":0.0005600763,"about_ca_system_score_gemma":0.0004358182,"threshold_uncertainty_score":0.99983895},"labels":[],"label_agreement":null},{"id":"W7052278134","doi":"","title":"A Reckoning: Exploring the History and Evolution of Diversity &amp; Inclusion","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Diversity (politics); Argument (complex analysis); Affirmative action; Jurisdiction; Order (exchange); Cultural diversity","score_opus":0.10278388208883192,"score_gpt":0.2818843427491679,"score_spread":0.17910046066033597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052278134","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015492379,0.0005189565,0.00018050661,0.00023182848,0.000312182,0.00097047316,0.000037219834,0.00003600522,0.9822205],"genre_scores_gemma":[0.03250886,0.00028170203,0.00019411037,0.0000039548117,0.00012312095,0.0000013284803,0.00004408038,0.000057603233,0.96678525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99605185,0.0013162405,0.00018616249,0.0007870302,0.0011261959,0.00053253217],"domain_scores_gemma":[0.9977347,0.00025059603,0.00027662338,0.0009705101,0.0004761323,0.0002914315],"candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008327344,0.00029642443,0.00045735703,0.00096499047,0.002353664,0.000073827374,0.0022221857,0.00019375492,0.0019597874],"category_scores_gemma":[0.000029760757,0.00031454628,0.0001711082,0.00091968046,0.0010118665,0.00015881691,0.015376517,0.0010343294,0.000013252729],"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":[0.00023899821,0.00022928591,0.01202257,0.00015535227,0.00030374355,0.00015867353,0.0012304838,0.000002114499,0.0016237331,0.8745019,0.10506323,0.004469947],"study_design_scores_gemma":[0.00095576973,0.00009194141,0.0035441874,0.00038988361,0.00009187169,0.0000021298883,0.0047120578,0.000028864997,0.00007344635,0.000038613493,0.9897756,0.0002956539],"about_ca_topic_score_codex":0.09390954,"about_ca_topic_score_gemma":0.003717217,"teacher_disagreement_score":0.88471234,"about_ca_system_score_codex":0.00078375026,"about_ca_system_score_gemma":0.0012349901,"threshold_uncertainty_score":0.9999307},"labels":[],"label_agreement":null},{"id":"W7052400392","doi":"","title":"Room for Taking Care","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Citizen journalism; Painting; Space (punctuation); Clothing; Health care","score_opus":0.05039237094963595,"score_gpt":0.29605112886941787,"score_spread":0.24565875791978192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052400392","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0580349,0.00013692807,0.00040439802,0.00011053776,0.0004246803,0.0016458227,0.00029605915,0.00022575482,0.93872094],"genre_scores_gemma":[0.69630075,0.0008904151,0.0028003994,0.000017193031,0.00035493745,0.000012679599,0.0034930527,0.00019514262,0.29593542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979325,0.00013335705,0.00018101373,0.0006899439,0.0004674091,0.00059581106],"domain_scores_gemma":[0.9979711,0.00029524535,0.00013056795,0.0005178429,0.00069200736,0.0003932021],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00015375161,0.0003392653,0.0004251705,0.0005491101,0.0014789932,0.0003130102,0.002088812,0.0004985931,0.0000015790284],"category_scores_gemma":[0.00006460654,0.0004801996,0.00021586634,0.0009822003,0.000089089524,0.00045538513,0.00020907765,0.0009941469,0.00005913424],"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":[0.00023256367,0.00004307094,0.000055841727,0.00045822363,0.00021580761,0.00036379806,0.0012590718,0.0009130523,0.0029958538,0.9874794,0.0047034705,0.0012798366],"study_design_scores_gemma":[0.0010114685,0.00013023187,0.00042109893,0.00026111875,0.00018683958,0.0000033616245,0.014689838,0.0027812717,0.012487856,0.000071567454,0.9673367,0.000618642],"about_ca_topic_score_codex":0.0003699656,"about_ca_topic_score_gemma":0.00090409955,"teacher_disagreement_score":0.98740786,"about_ca_system_score_codex":0.0010757985,"about_ca_system_score_gemma":0.0005767926,"threshold_uncertainty_score":0.99982095},"labels":[],"label_agreement":null},{"id":"W7052496567","doi":"","title":"Reordering our Priorities through Systems Change Learning","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Popularity; Conversation; Presentation (obstetrics); Networked learning; Social learning; Core (optical fiber); Open learning","score_opus":0.09073175138930333,"score_gpt":0.3063250172339468,"score_spread":0.21559326584464344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052496567","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017237305,0.00019899706,0.0002768147,0.0009594385,0.0003327574,0.0023937223,0.00007606748,0.00021245623,0.99537736],"genre_scores_gemma":[0.00843435,0.00031364374,0.00025420944,0.000013400822,0.00082535535,0.0000049032133,0.00008719056,0.00019709201,0.98986983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949011,0.0014452202,0.00023740008,0.0011509433,0.0012540462,0.0010112842],"domain_scores_gemma":[0.99795777,0.000114490875,0.00030383887,0.00080080255,0.00033387664,0.0004891993],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00049553264,0.00049225555,0.0007125343,0.00084512006,0.0014337864,0.00061028195,0.0027871188,0.00034943788,0.00079626427],"category_scores_gemma":[0.000019438723,0.00061787904,0.0002205864,0.0013701796,0.00031273183,0.00032829374,0.0022117945,0.0020074784,0.0002695854],"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":[0.00015489361,0.0001000148,0.0017706387,0.0002507158,0.00033893352,0.00095924543,0.0005705539,0.0000067875067,0.00019392713,0.86618733,0.12723051,0.0022364312],"study_design_scores_gemma":[0.0012449594,0.0002506498,0.000102791244,0.0005261671,0.0000751728,0.0000036215856,0.021342896,0.00024123843,0.000048131587,0.000007514754,0.97558314,0.0005737384],"about_ca_topic_score_codex":0.08885627,"about_ca_topic_score_gemma":0.00048499313,"teacher_disagreement_score":0.8661798,"about_ca_system_score_codex":0.0002508655,"about_ca_system_score_gemma":0.0008314037,"threshold_uncertainty_score":0.9998662},"labels":[],"label_agreement":null},{"id":"W7052673956","doi":"","title":"Shifting Perceptions: Transforming anti-racism praxis into prototypes","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Praxis; Context (archaeology); Curriculum; Indigenous; Racism; Inclusion (mineral); Design thinking; Public sector","score_opus":0.018785395210375713,"score_gpt":0.2695306700812987,"score_spread":0.250745274870923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052673956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006941904,0.00045358,0.00063055847,0.0001205007,0.00024928732,0.002937815,0.00007625281,0.0007687456,0.98782134],"genre_scores_gemma":[0.018236764,0.001599839,0.0013809795,0.000012361487,0.0001593766,0.000011419788,0.00017361462,0.0005673698,0.9778583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99562407,0.00078682665,0.00027300735,0.0009597617,0.0010810565,0.0012753092],"domain_scores_gemma":[0.9982181,0.00015057222,0.00013937864,0.0009392008,0.00018464342,0.0003680974],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008082645,0.00055301364,0.0006532403,0.0018194378,0.0018587051,0.0002877686,0.003011687,0.000545568,0.00024375528],"category_scores_gemma":[0.000036003028,0.0007472219,0.00023279678,0.0019839169,0.00043455645,0.0009202437,0.0006195584,0.0026331774,0.00012601873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017613726,0.0002263115,0.00065921235,0.0007313289,0.00084075663,0.0018244035,0.0030250396,0.00067367946,0.0033025066,0.9360459,0.049630318,0.002864442],"study_design_scores_gemma":[0.0009303903,0.00028041741,0.000058084304,0.00026630305,0.00011882461,0.000034900895,0.004536569,0.00071381516,0.00043126591,0.000072406285,0.99175036,0.00080667087],"about_ca_topic_score_codex":0.0025800094,"about_ca_topic_score_gemma":0.0014415685,"teacher_disagreement_score":0.94212,"about_ca_system_score_codex":0.0032548804,"about_ca_system_score_gemma":0.0009183354,"threshold_uncertainty_score":0.99966776},"labels":[],"label_agreement":null},{"id":"W7052734971","doi":"","title":"A SENSE OF PLACE:&#13;\\nAn Exploratory Study of Visual Re-presentation into Memory and History&#13;\\nWhere My World Began","year":2012,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Photo elicitation; Sense of place; Interview; Mode (computer interface); Subject (documents); Psychology of self; Visual research","score_opus":0.03717578237903422,"score_gpt":0.28678873526487925,"score_spread":0.24961295288584504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052734971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74301183,0.0002273467,0.000010700533,0.000016321439,0.000252811,0.0011097697,0.000031472,0.00005791271,0.2552818],"genre_scores_gemma":[0.93418926,0.0002926128,0.00010592165,0.0000016616802,0.000060951144,0.000004380206,0.00019438339,0.00006059638,0.06509026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99719745,0.00055802066,0.000389488,0.0006044937,0.0007893664,0.00046117828],"domain_scores_gemma":[0.9975489,0.00041589164,0.00031589024,0.0006522807,0.0006851013,0.00038193414],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005508173,0.00037928345,0.00063829345,0.0015443623,0.00053949305,0.000059761765,0.00083657925,0.00035950477,0.0000069603666],"category_scores_gemma":[0.000043256732,0.0005121227,0.00011626642,0.00099755,0.00032333308,0.0008944108,0.00033700268,0.0009229934,0.000012797908],"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":[0.008503086,0.01073245,0.026464414,0.007133776,0.0054176915,0.0032541533,0.19131069,0.008916267,0.17870714,0.5177342,0.036360715,0.0054653883],"study_design_scores_gemma":[0.011572644,0.0022725654,0.0633202,0.0017174971,0.0020847116,0.00002606918,0.56222963,0.0040416685,0.047007106,0.00011522816,0.30237547,0.003237238],"about_ca_topic_score_codex":0.006512214,"about_ca_topic_score_gemma":0.03884665,"teacher_disagreement_score":0.517619,"about_ca_system_score_codex":0.0011861557,"about_ca_system_score_gemma":0.0005073889,"threshold_uncertainty_score":0.99973303},"labels":[],"label_agreement":null},{"id":"W7052781459","doi":"","title":"Re-Presenting Barriers and Bridges:&#13;\\nPractice as Research in a&#13;\\nNew Dance Project about Ability","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Performative utterance; Praxis; Documentation; Dance; Ethnography; Inclusion (mineral); Underpinning; Citizen journalism; Participatory action research","score_opus":0.06307287052622068,"score_gpt":0.3555292727238067,"score_spread":0.292456402197586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7052781459","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101547554,0.00014135914,0.00007467843,0.00034451266,0.00014845404,0.0029795964,0.00011822135,0.00008677172,0.89455885],"genre_scores_gemma":[0.33492583,0.00040551744,0.00006575417,0.00000901385,0.00028045705,0.000007510156,0.00005763514,0.0001888599,0.66405946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98844993,0.0048783324,0.000419475,0.002220996,0.0019544093,0.002076828],"domain_scores_gemma":[0.9948075,0.0011365657,0.00037754155,0.0018083999,0.00086464605,0.0010053646],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003649812,0.0006552501,0.0010243518,0.0022901157,0.0021472743,0.00092225417,0.004079007,0.00064438884,0.0001350096],"category_scores_gemma":[0.00016684206,0.00079011364,0.00024059993,0.0030363256,0.0024221432,0.0018366766,0.003789545,0.0045604403,0.00031269528],"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":[0.00069367606,0.00042121645,0.0694798,0.00034090295,0.00052183116,0.0011914257,0.0019559273,0.000012730928,0.00029236305,0.82722557,0.094305135,0.0035594255],"study_design_scores_gemma":[0.0030413526,0.00013926074,0.003033629,0.00083234446,0.00007284406,0.000008865964,0.050328206,0.0022423102,0.00028657913,0.0007700927,0.9381221,0.0011224193],"about_ca_topic_score_codex":0.28201976,"about_ca_topic_score_gemma":0.0046953917,"teacher_disagreement_score":0.84381694,"about_ca_system_score_codex":0.0018440599,"about_ca_system_score_gemma":0.0049932706,"threshold_uncertainty_score":0.999455},"labels":[],"label_agreement":null},{"id":"W7053075088","doi":"","title":"Visual Sovereignty and the Making of NIIPA: Tracing an Archival History of the Native Indian/Inuit Photographers' Association (1985-2005/2006)","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Making-of; Vision; Sovereignty; Visual culture; Photography; Colonialism; Oral history","score_opus":0.024244990318929367,"score_gpt":0.2766455643302292,"score_spread":0.25240057401129984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053075088","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053580683,0.00010813019,0.000028956752,0.00016489925,0.000055253226,0.0007960964,0.00023779109,0.00007470354,0.9931761],"genre_scores_gemma":[0.40478426,0.00017810639,0.00019312535,0.000015902207,0.0000741627,0.0000015969346,0.000018773062,0.00007349472,0.5946606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697423,0.00081556843,0.00024549046,0.0006384513,0.0008999236,0.00042633238],"domain_scores_gemma":[0.99779797,0.00028118744,0.0008902072,0.00069543876,0.00020078139,0.00013441204],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006923382,0.0002889103,0.0005628915,0.0005242515,0.00053557847,0.000061669045,0.0021320977,0.00041566617,0.00016898829],"category_scores_gemma":[0.00007196709,0.00026326944,0.00027553565,0.00085387606,0.0012736996,0.00024187246,0.00089777366,0.0013124567,0.0000014660217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057286996,0.00021879567,0.0018249468,0.0002959791,0.00053742307,0.000064940315,0.002980423,0.000003425649,0.0038225986,0.97480386,0.014588844,0.00028589423],"study_design_scores_gemma":[0.0039313002,0.00022428248,0.0008980902,0.0010453562,0.0005441073,0.000016187072,0.013406638,0.00032951433,0.0062712007,0.00080544775,0.9717328,0.0007951032],"about_ca_topic_score_codex":0.0051493724,"about_ca_topic_score_gemma":0.0013519038,"teacher_disagreement_score":0.9739984,"about_ca_system_score_codex":0.0022897285,"about_ca_system_score_gemma":0.0010338706,"threshold_uncertainty_score":0.99998194},"labels":[],"label_agreement":null},{"id":"W7053075648","doi":"","title":"this is NOT a drill:&#13;\\nAn Expedition in Iranian Diaspora Through Photography, Calligraphy and Poetry","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Calligraphy; Islam; Identity (music); Poetry; Politics; Diversity (politics); Cultural identity","score_opus":0.031170775384333556,"score_gpt":0.27108856195808834,"score_spread":0.2399177865737548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053075648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5617152,0.00016585395,0.000021201467,0.000094333554,0.0002150449,0.0006216889,0.00018528901,0.000076402306,0.43690497],"genre_scores_gemma":[0.90300894,0.008266108,0.00062779844,0.000045910976,0.00012537012,0.000008091845,0.0012231298,0.00010101797,0.08659365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997289,0.00025221752,0.000265962,0.00090139464,0.00064790813,0.00064353517],"domain_scores_gemma":[0.99827075,0.0002465054,0.00011391262,0.0006427668,0.00039980398,0.00032625053],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002570391,0.0004204715,0.00053629687,0.0012550579,0.0009026386,0.0003169324,0.0011550448,0.00068918953,0.000011945178],"category_scores_gemma":[0.000023046558,0.00058554695,0.00021154825,0.0021518704,0.00025552022,0.0008757797,0.00022547753,0.0013773022,0.000029370894],"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":[0.00065486535,0.00058543944,0.0054911864,0.0008282041,0.00070431415,0.0043034162,0.013508663,0.00017438104,0.015918883,0.94193244,0.0147015145,0.0011966934],"study_design_scores_gemma":[0.005578659,0.00039319057,0.052758213,0.0023907355,0.0005410609,0.000058675352,0.08107372,0.0021022705,0.06325217,0.00052042375,0.78797185,0.0033590535],"about_ca_topic_score_codex":0.008671226,"about_ca_topic_score_gemma":0.0062664016,"teacher_disagreement_score":0.94141203,"about_ca_system_score_codex":0.00048455107,"about_ca_system_score_gemma":0.00033397024,"threshold_uncertainty_score":0.9996596},"labels":[],"label_agreement":null},{"id":"W7053157944","doi":"","title":"This is Research: Haladyn: Accelerating Duchamp","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Particle Accelerators and Free-Electron Lasers","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":"Social Sciences and Humanities Research Council","funders":"","keywords":"Relation (database); Capitalism; Focus (optics); Art market; Contemporary art; Consumer society","score_opus":0.14302963157604937,"score_gpt":0.31110048035886706,"score_spread":0.1680708487828177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053157944","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021542094,0.00039078112,0.0000763049,0.00045184177,0.00032253796,0.0012243645,0.00013193347,0.0006493591,0.9945987],"genre_scores_gemma":[0.031655535,0.0012786714,0.00043585504,0.000044168053,0.00044538363,0.0000019851066,0.00004505632,0.00044008263,0.96565324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941754,0.0011689994,0.000273769,0.0012338738,0.0014813174,0.0016666659],"domain_scores_gemma":[0.99709547,0.00021145158,0.00012215471,0.0012106971,0.0003933998,0.0009668383],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009500016,0.00056765846,0.0007298994,0.001684391,0.001638294,0.0006555094,0.0037735656,0.00082890043,0.00020403496],"category_scores_gemma":[0.000057501496,0.00072508666,0.00023798327,0.00316097,0.0007954276,0.0009008001,0.0012809885,0.0031351394,0.00091188453],"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":[0.00012943154,0.00007619497,0.00026161593,0.00013683003,0.00037807488,0.0021514143,0.00050096854,0.00002572463,0.0031876557,0.3840528,0.6085123,0.00058700365],"study_design_scores_gemma":[0.0011124715,0.00023108504,0.00005212345,0.0002448721,0.0000541558,0.000013436616,0.0012356448,0.0019185368,0.004026393,0.000020337095,0.99037504,0.00071592076],"about_ca_topic_score_codex":0.0050850017,"about_ca_topic_score_gemma":0.0008758426,"teacher_disagreement_score":0.3840325,"about_ca_system_score_codex":0.0015486253,"about_ca_system_score_gemma":0.0007638791,"threshold_uncertainty_score":0.999866},"labels":[],"label_agreement":null},{"id":"W7053202525","doi":"","title":"Uncommon Sounds in Common Spaces","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Active listening; Loudspeaker; Soundscape; Sound (geography); Modalities; Natural (archaeology); Everyday life; Natural sounds","score_opus":0.033742948842619344,"score_gpt":0.26138377369509896,"score_spread":0.2276408248524796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053202525","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23955892,0.00009103296,0.000013279779,0.00003870547,0.0004059384,0.00041768147,0.000020786616,0.00019129025,0.7592624],"genre_scores_gemma":[0.88529,0.00042554905,0.00008931272,0.000003965515,0.00011563716,6.3010884e-7,0.000306329,0.000121886376,0.11364667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976378,0.00024097224,0.00022081326,0.0006039766,0.00061016774,0.0006862769],"domain_scores_gemma":[0.998716,0.0001064891,0.00008025731,0.000555019,0.00016692019,0.0003753031],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002597256,0.00042095067,0.00064186315,0.00090884423,0.00048632623,0.00036637922,0.0019881804,0.00049073267,0.0000028198488],"category_scores_gemma":[0.000010118914,0.00058457,0.00015934017,0.0018044042,0.000108747045,0.0008940984,0.00030305082,0.0020718467,0.00006839161],"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":[0.0003579227,0.00008661056,0.0007203409,0.00039627578,0.00021692534,0.0020272476,0.0014891982,0.001796935,0.0051061767,0.98475975,0.0021371576,0.0009054862],"study_design_scores_gemma":[0.0013676385,0.00018669527,0.0035129823,0.000581897,0.00008639955,0.0000073099254,0.009774566,0.006392357,0.0018801838,0.00013980058,0.9750142,0.0010559327],"about_ca_topic_score_codex":0.0023169382,"about_ca_topic_score_gemma":0.002494966,"teacher_disagreement_score":0.9846199,"about_ca_system_score_codex":0.0014105226,"about_ca_system_score_gemma":0.00027442517,"threshold_uncertainty_score":0.99966055},"labels":[],"label_agreement":null},{"id":"W7053212290","doi":"","title":"The three dimensions of inclusive design: A design framework for a digitally transformed and complexly connected society","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Sociotechnical system; Affordance; Field (mathematics); Scope (computer science); Capability approach; Design methods; Universal design; Design education; Leverage (statistics)","score_opus":0.06265707741478216,"score_gpt":0.3090931884297604,"score_spread":0.24643611101497825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053212290","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019460644,0.00006775079,0.14859213,0.0005955104,0.00007922254,0.0047204057,0.00018991804,0.000044465185,0.84551597],"genre_scores_gemma":[0.0053691384,0.00022691347,0.014480218,0.000009713686,0.00014102466,0.000009687344,0.00005076939,0.0001267927,0.97958577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99665713,0.0008143259,0.00024374688,0.00075004535,0.00077162555,0.0007630996],"domain_scores_gemma":[0.9953772,0.0024544825,0.00029101197,0.0007731859,0.0007516725,0.00035247582],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010077378,0.00036584775,0.00054743345,0.00038860828,0.0023615835,0.00027946226,0.002099144,0.00033494216,0.00036532112],"category_scores_gemma":[0.000056976543,0.00031639467,0.00026405003,0.0008718945,0.0019564903,0.00012171747,0.001236143,0.00066013844,0.000013403059],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010559211,0.00018575779,0.00015504588,0.00007721593,0.00077642145,0.000030222967,0.00035727266,0.0000046150512,0.00036115132,0.9030352,0.09016177,0.0037993856],"study_design_scores_gemma":[0.0024489542,0.0009199546,0.00012776397,0.00039013327,0.00016942456,0.0000016361942,0.003978453,0.0011377698,0.00041051564,0.0023481683,0.9876432,0.00042405803],"about_ca_topic_score_codex":0.0040056333,"about_ca_topic_score_gemma":0.0007724644,"teacher_disagreement_score":0.90068704,"about_ca_system_score_codex":0.00014081383,"about_ca_system_score_gemma":0.0016235986,"threshold_uncertainty_score":0.99992883},"labels":[],"label_agreement":null},{"id":"W7053306943","doi":"","title":"This is Research; McIntosh: Quipucamayoc","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Wearable computer; Performative utterance; Mode (computer interface); Key (lock); Clothing","score_opus":0.07072979449310415,"score_gpt":0.3298555318062246,"score_spread":0.2591257373131205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053306943","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003636261,0.0010901261,0.000088333625,0.00032276916,0.00055210054,0.0016760539,0.00019019307,0.00062319945,0.9950936],"genre_scores_gemma":[0.0024116763,0.0046201604,0.00037104875,0.000018110475,0.00033407868,0.0000022518927,0.00007374187,0.000591164,0.99157774],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99236727,0.0013848573,0.0002587831,0.001436113,0.002111268,0.0024416952],"domain_scores_gemma":[0.9949049,0.00033032597,0.0002207201,0.002947106,0.00078157824,0.000815423],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019617274,0.0007160801,0.0009090141,0.0029180855,0.002747693,0.0008256512,0.007943282,0.0012501183,0.00021156226],"category_scores_gemma":[0.00011880616,0.00092625216,0.00029719033,0.0016473719,0.0016847106,0.0010568511,0.0016778505,0.0045192493,0.0014778187],"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":[0.000102978636,0.00007774401,0.000044986868,0.00016843539,0.0004322867,0.0013424599,0.0003425017,0.0000071137056,0.0005527114,0.44835916,0.5479092,0.0006604352],"study_design_scores_gemma":[0.0012131641,0.00030790508,0.000017701617,0.0007482675,0.00009822691,0.000030056524,0.0005506529,0.00038409376,0.0013498097,0.00012571957,0.9942766,0.0008978228],"about_ca_topic_score_codex":0.01040128,"about_ca_topic_score_gemma":0.00318481,"teacher_disagreement_score":0.44823343,"about_ca_system_score_codex":0.0035276727,"about_ca_system_score_gemma":0.0018660533,"threshold_uncertainty_score":0.9993188},"labels":[],"label_agreement":null},{"id":"W7053327273","doi":"","title":"Understanding Sensory&#13;\\nExperiences in Palliative&#13;\\nCare","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Thematic analysis; Perception; Qualitative research; Variety (cybernetics); Data collection; Qualitative analysis; Quality (philosophy)","score_opus":0.18178446006221063,"score_gpt":0.30418586667715675,"score_spread":0.12240140661494611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053327273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018453021,0.0002534101,0.0010781684,0.000103449915,0.0002861954,0.0010535215,0.00011600552,0.00036366197,0.9949003],"genre_scores_gemma":[0.12847708,0.0008206799,0.00022223717,0.0000071482045,0.00016011874,0.0000022725553,0.000054191285,0.00019538825,0.87006086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969852,0.0005289706,0.00019540677,0.00070897926,0.00064939575,0.0009320401],"domain_scores_gemma":[0.9984117,0.00016358368,0.00011119377,0.0007497033,0.00010975855,0.0004540531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038705973,0.0004301772,0.0005108815,0.0014813707,0.00068174594,0.00021446051,0.0020049657,0.000626249,0.000057357112],"category_scores_gemma":[0.000012806514,0.0005347593,0.00013566812,0.0017382146,0.0005709156,0.0006988354,0.0004617971,0.0011588781,0.00017261773],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008036189,0.00012227516,0.0034120244,0.00016533541,0.00021239209,0.00072429015,0.0013613459,0.00025683042,0.00068199454,0.9106467,0.082231656,0.000104839026],"study_design_scores_gemma":[0.0010823547,0.000055242348,0.0006928041,0.0004025663,0.000055172834,0.000006454335,0.012416037,0.00055127824,0.0003510693,0.0000733446,0.983582,0.0007316516],"about_ca_topic_score_codex":0.0052833757,"about_ca_topic_score_gemma":0.0051641488,"teacher_disagreement_score":0.9105733,"about_ca_system_score_codex":0.0024218252,"about_ca_system_score_gemma":0.00030012085,"threshold_uncertainty_score":0.9997104},"labels":[],"label_agreement":null},{"id":"W7053338036","doi":"","title":"W(here) Festival, Pictou County, Nova Scotia:&#13;\\ncurating within rural communities","year":2012,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Identity (music); Knight; Variety (cybernetics); Field (mathematics); Ethnography","score_opus":0.04513044091692065,"score_gpt":0.2669832986022374,"score_spread":0.22185285768531676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053338036","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47777435,0.00011741102,0.00003163599,0.000008352816,0.0009730896,0.00040091563,0.000041769305,0.00022697214,0.5204255],"genre_scores_gemma":[0.92378676,0.00017914762,0.000108657085,0.000003201848,0.00024962003,3.8139618e-7,0.00054630445,0.00016376757,0.074962184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9970051,0.00036358845,0.00032268226,0.00036896864,0.00090460357,0.00103507],"domain_scores_gemma":[0.9976678,0.00019066782,0.00018049098,0.00091249926,0.00056647265,0.00048207684],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00055177236,0.00061764044,0.00068161945,0.0008344433,0.0012911146,0.000549152,0.002502158,0.00062237936,0.000012033988],"category_scores_gemma":[0.000016960517,0.0008084585,0.00020935008,0.0012074013,0.00027202952,0.0019751193,0.00046846067,0.0026592552,0.00012585042],"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":[0.0004032564,0.00020363614,0.002884858,0.00089144596,0.00087639125,0.0005037242,0.008764929,0.003930979,0.017384667,0.9612868,0.0019386852,0.0009306606],"study_design_scores_gemma":[0.0052267076,0.0006731212,0.024433287,0.005543182,0.0009715064,0.00013127693,0.48604342,0.014318685,0.008065859,0.00013255389,0.4484132,0.0060472083],"about_ca_topic_score_codex":0.018542625,"about_ca_topic_score_gemma":0.0075459452,"teacher_disagreement_score":0.9611542,"about_ca_system_score_codex":0.0014955874,"about_ca_system_score_gemma":0.00040711078,"threshold_uncertainty_score":0.99964166},"labels":[],"label_agreement":null},{"id":"W7053401399","doi":"","title":"What's the big ick? Examining how behavioural change can shift perceptions about eating insects","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","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":"Perception; Consumption (sociology); Rebranding; Comprehension; Food systems; Sustainable agriculture","score_opus":0.17532916117480252,"score_gpt":0.32173591087220665,"score_spread":0.14640674969740414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053401399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04109621,0.000074756324,0.0001849143,0.000735598,0.00072467816,0.0018382337,0.0002528168,0.000277284,0.9548155],"genre_scores_gemma":[0.38725042,0.00021060722,0.000018043726,0.000011588303,0.0006596822,0.0000057500524,0.00009621013,0.00028259712,0.6114651],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949025,0.0013854592,0.0001866359,0.0011214801,0.001121304,0.0012826517],"domain_scores_gemma":[0.9973334,0.0003585922,0.00029102628,0.0012081695,0.00028979706,0.00051902124],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007817948,0.000528412,0.00061793905,0.0010737604,0.0029676468,0.0013490678,0.0035327824,0.00039111424,0.00004614926],"category_scores_gemma":[0.000015370271,0.00053920277,0.0002908453,0.0018186065,0.0010973092,0.0013244783,0.002084059,0.002215731,0.000153954],"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":[0.000118300675,0.00021896508,0.048288543,0.00006928197,0.0007232935,0.0008155003,0.00693062,0.000004121508,0.00015515932,0.8994154,0.022561084,0.020699773],"study_design_scores_gemma":[0.0034098148,0.0002579976,0.03270057,0.0023015388,0.00039084867,0.000010472464,0.18735959,0.0007749766,0.000111813475,0.00024490274,0.77037233,0.0020651245],"about_ca_topic_score_codex":0.05734969,"about_ca_topic_score_gemma":0.006224795,"teacher_disagreement_score":0.89917046,"about_ca_system_score_codex":0.001220756,"about_ca_system_score_gemma":0.0015396645,"threshold_uncertainty_score":0.999706},"labels":[],"label_agreement":null},{"id":"W7053651531","doi":"","title":"We Are Connected: Collaborative Audio Archiving&#13;\\nIn Toronto’s Queer Activist Community","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Misrepresentation; Pride; Identity (music); Miami; Privilege (computing); Community of practice","score_opus":0.0356497644041874,"score_gpt":0.28648672747883336,"score_spread":0.250836963074646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7053651531","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14571463,0.00029863478,0.00009355911,0.00014174059,0.00042680482,0.0016097863,0.0005588721,0.00036976588,0.8507862],"genre_scores_gemma":[0.40943494,0.0013203049,0.00014298136,0.00001057889,0.000087998844,0.000012515739,0.0012185381,0.000112675734,0.5876594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944778,0.0026171166,0.000292913,0.0007862555,0.0009847726,0.0008411541],"domain_scores_gemma":[0.9964679,0.0006430424,0.00026902714,0.0013688123,0.0007329638,0.0005182531],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007684378,0.00058029837,0.0007400164,0.0006640627,0.0048192586,0.00042858644,0.0037653083,0.0004811371,0.000058721915],"category_scores_gemma":[0.00005606951,0.00078695064,0.00022788142,0.0018719294,0.00035594116,0.0013508992,0.0007262418,0.0034923712,0.000055594253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017092652,0.0007635422,0.00064638164,0.00071096304,0.0014668828,0.001417117,0.018670844,0.0012892096,0.010446564,0.90324587,0.058490872,0.0011424894],"study_design_scores_gemma":[0.0016458058,0.0002906516,0.006104991,0.00038061623,0.00022601146,0.000013147559,0.15431638,0.00052863755,0.0033169836,0.000099750505,0.83191663,0.0011603876],"about_ca_topic_score_codex":0.02028736,"about_ca_topic_score_gemma":0.05556715,"teacher_disagreement_score":0.9031461,"about_ca_system_score_codex":0.004542115,"about_ca_system_score_gemma":0.0012262452,"threshold_uncertainty_score":0.99945813},"labels":[],"label_agreement":null},{"id":"W7054144215","doi":"","title":"Advertising Will Save the World* (*results may vary)","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Comprehension; Native advertising; Narrative; Advertising campaign; Informative advertising; Advertising research","score_opus":0.025510457395872693,"score_gpt":0.29681874287057824,"score_spread":0.27130828547470554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054144215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034610435,0.0000472245,0.000034894143,0.0010658215,0.0005844851,0.0025489293,0.0001433717,0.000052239913,0.9609126],"genre_scores_gemma":[0.16976367,0.00004441801,0.000071733215,0.0000137585575,0.00018131471,0.0000020230038,0.0006013994,0.00004462528,0.82927704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935491,0.001646287,0.00042062858,0.0013807227,0.0018078946,0.001195375],"domain_scores_gemma":[0.9954502,0.0007727688,0.0004234562,0.0016859686,0.0011951245,0.0004724631],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012992445,0.0005554287,0.00063658477,0.0014026231,0.002878509,0.0007291934,0.0047736145,0.00031113834,0.001382811],"category_scores_gemma":[0.000037756767,0.0005583724,0.00039139812,0.0024770931,0.00047651478,0.0005330409,0.0013454177,0.0025191742,0.0003296239],"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":[0.0020627177,0.00026378385,0.0014029737,0.00009812465,0.00041927455,0.00042609914,0.0007353744,0.000023335591,0.0010976363,0.949105,0.028120391,0.016245287],"study_design_scores_gemma":[0.0025563876,0.00022153665,0.0048030047,0.00038214165,0.00016436748,0.0000020270954,0.01431003,0.0002804622,0.0013084209,0.000047814145,0.97528553,0.0006382689],"about_ca_topic_score_codex":0.022052063,"about_ca_topic_score_gemma":0.0051489696,"teacher_disagreement_score":0.94905716,"about_ca_system_score_codex":0.00045199948,"about_ca_system_score_gemma":0.00234625,"threshold_uncertainty_score":0.999782},"labels":[],"label_agreement":null},{"id":"W7054710848","doi":"","title":"Arendt and the Makers","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Electronic Arts (Canada)","funders":"","keywords":"The Internet; Relation (database); Space (punctuation); Apprenticeship; Community of practice; Representation (politics)","score_opus":0.04276579934103432,"score_gpt":0.2741131907709873,"score_spread":0.23134739142995298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054710848","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05047637,0.00013697427,0.000035143345,0.00024641192,0.00034774689,0.0011510034,0.000053755215,0.00029140874,0.9472612],"genre_scores_gemma":[0.09085965,0.0014296157,0.000058563004,0.000007818548,0.00007820615,0.0000033068543,0.00026308533,0.00006530358,0.90723443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786675,0.0004299713,0.00015633336,0.0005347967,0.0005119632,0.00050017325],"domain_scores_gemma":[0.99839914,0.00035972634,0.00007239154,0.00065033545,0.00026262298,0.00025581],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005828733,0.0002833727,0.0003655826,0.00057709304,0.0015955891,0.000343507,0.0017248718,0.00036930942,0.0000027797037],"category_scores_gemma":[0.000024177294,0.00028662468,0.00013647681,0.0013869109,0.00048020598,0.00043016754,0.00026380678,0.0011375475,0.0001259744],"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":[0.0004621687,0.000022426231,0.000048825448,0.00012553619,0.0002568287,0.00036361662,0.00088048854,0.00012645598,0.00053371507,0.9807948,0.015753418,0.0006317526],"study_design_scores_gemma":[0.003858703,0.00007713651,0.0031159266,0.0003041876,0.00031436016,0.00001796605,0.022075344,0.0024737383,0.0012458828,0.0004855776,0.96522,0.00081119605],"about_ca_topic_score_codex":0.0021057127,"about_ca_topic_score_gemma":0.0013374889,"teacher_disagreement_score":0.9803092,"about_ca_system_score_codex":0.00049436867,"about_ca_system_score_gemma":0.00030149202,"threshold_uncertainty_score":0.9999586},"labels":[],"label_agreement":null},{"id":"W7054824211","doi":"","title":"Any one, anyWare: Perceiving sentience and embodiment in a distributed sculpture","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Ontario College of Art and Design","funders":"Canada Council for the Arts","keywords":"Sentience; Sculpture; Interactivity; Structuring; The Internet; Gesture","score_opus":0.03616321076127662,"score_gpt":0.2447786403455854,"score_spread":0.2086154295843088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7054824211","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002613231,0.00020210809,0.0008984921,0.00027595097,0.0000821129,0.0010926544,0.00023873095,0.00029154058,0.9943052],"genre_scores_gemma":[0.08537111,0.0012120471,0.00085034507,0.000019310846,0.00010203558,0.0000022103936,0.0001668481,0.00018905125,0.912087],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783444,0.00031204833,0.00013878322,0.0007059667,0.00046241947,0.0005463341],"domain_scores_gemma":[0.99886173,0.00006521483,0.000063546664,0.00051339366,0.00007584004,0.00042027002],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021323195,0.0003049006,0.00041158128,0.00067104155,0.00044069526,0.00020814009,0.0013041921,0.0003929003,0.000013383414],"category_scores_gemma":[0.0000128699185,0.0003972237,0.00007567652,0.0014472972,0.00032821222,0.00038161196,0.00061144435,0.0009934267,0.00004140338],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015174733,0.0002630868,0.0023392667,0.0005892354,0.00041996132,0.0025765665,0.0014263808,0.00032744944,0.004472027,0.8012058,0.18581147,0.00041701266],"study_design_scores_gemma":[0.0010518783,0.000063668704,0.0033728722,0.0004773218,0.00006707427,0.000010132375,0.0015634617,0.0016869416,0.00020175407,0.000017625982,0.990948,0.00053927297],"about_ca_topic_score_codex":0.0029580048,"about_ca_topic_score_gemma":0.0009714537,"teacher_disagreement_score":0.8051365,"about_ca_system_score_codex":0.00079070806,"about_ca_system_score_gemma":0.00024029895,"threshold_uncertainty_score":0.99984795},"labels":[],"label_agreement":null},{"id":"W7055294548","doi":"","title":"Citizen Voice in Decision-Making: Exploring the power of dialogue in Toronto’s public spaces","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Public space; Socialization; Space (punctuation); Stakeholder; Placemaking","score_opus":0.049373657869809594,"score_gpt":0.2979415156755472,"score_spread":0.24856785780573762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055294548","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02190623,0.00011333654,0.000026777856,0.00033002533,0.00021449405,0.0016206193,0.00009060012,0.000027078098,0.9756708],"genre_scores_gemma":[0.25858995,0.00015603355,0.00010999158,0.0000061209544,0.00007143112,0.000007959284,0.000033021253,0.00008680679,0.74093866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949586,0.0017079072,0.0003047295,0.0008516006,0.0013423626,0.0008348273],"domain_scores_gemma":[0.99728477,0.0008596714,0.0002622331,0.0011496604,0.00022879301,0.00021485962],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014924997,0.00032821987,0.0005625851,0.0016124328,0.00061347603,0.00023131077,0.004086339,0.00016188987,0.012350317],"category_scores_gemma":[0.00007289871,0.0003461061,0.00017723032,0.0020651217,0.0005073729,0.00033029963,0.0035713504,0.0013436163,0.000027754748],"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":[0.0003740692,0.000468342,0.024010455,0.00004483993,0.0001589591,0.00067894347,0.00096795487,0.00001123142,0.00006822509,0.9235138,0.037822403,0.011880754],"study_design_scores_gemma":[0.0014251953,0.00016748242,0.008777522,0.00028066657,0.000019103041,0.0000011430652,0.033969037,0.000035966237,0.000013161783,0.00005506945,0.9549215,0.00033414242],"about_ca_topic_score_codex":0.1318115,"about_ca_topic_score_gemma":0.067594476,"teacher_disagreement_score":0.92345876,"about_ca_system_score_codex":0.000928918,"about_ca_system_score_gemma":0.0012662167,"threshold_uncertainty_score":0.9998991},"labels":[],"label_agreement":null},{"id":"W7055303517","doi":"","title":"Concealed Geographies","year":2012,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Advanced Frequency and Time Standards","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Arts Council; Canada Council for the Arts; Toronto Arts Council","keywords":"Perspective (graphical); Field (mathematics); Subject (documents); Government (linguistics); Object (grammar)","score_opus":0.04318151400704849,"score_gpt":0.29575981100374227,"score_spread":0.25257829699669376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055303517","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041057705,0.00021087799,0.00045130766,0.00007183975,0.00047501197,0.0010745908,0.000531053,0.000082356295,0.99669236],"genre_scores_gemma":[0.011138441,0.00012598805,0.00024452448,0.00000848357,0.0012029777,8.3455546e-7,0.00029652892,0.000063714215,0.9869185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957923,0.0007095889,0.00027510495,0.001019849,0.0010080204,0.0011950993],"domain_scores_gemma":[0.9966901,0.0002668885,0.00035416018,0.0011009346,0.00090941763,0.0006785295],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006961752,0.0005789277,0.0007948262,0.0010177082,0.002654254,0.00025766823,0.0028639208,0.0005065738,0.00012850575],"category_scores_gemma":[0.000008532228,0.0007120244,0.00046780895,0.00092321,0.0018083939,0.0016841198,0.0011323807,0.0021823684,0.00025395266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003425507,0.00014094533,0.0014806315,0.00004830388,0.0005645526,0.0004917844,0.00024244233,0.000008596026,0.000044364973,0.9725214,0.022555696,0.001558697],"study_design_scores_gemma":[0.0015122914,0.00017771109,0.00013771426,0.0002338495,0.00023147187,0.0000065832896,0.0014120981,0.000005968677,0.00015072944,0.0042359834,0.9911384,0.00075718993],"about_ca_topic_score_codex":0.0012142649,"about_ca_topic_score_gemma":0.00006498606,"teacher_disagreement_score":0.9685827,"about_ca_system_score_codex":0.0012020367,"about_ca_system_score_gemma":0.0023016525,"threshold_uncertainty_score":0.99953306},"labels":[],"label_agreement":null},{"id":"W7055474077","doi":"","title":"The Collapsed Space","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Embodied cognition; Identity (music); Process (computing); Virtual reality; Space (punctuation); Power (physics); Virtual space; Multidisciplinary approach","score_opus":0.024435244815899513,"score_gpt":0.29724149761215646,"score_spread":0.2728062527962569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055474077","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035024375,0.000082245344,0.000009240448,0.0008903802,0.000565678,0.0021481263,0.00009281706,0.000046259687,0.9611409],"genre_scores_gemma":[0.038507435,0.00015120124,0.00003815759,0.000005621083,0.00013527027,0.0000063717343,0.00046284596,0.000041222727,0.9606519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99373317,0.0019701677,0.0002716489,0.0010295485,0.0019262027,0.0010692651],"domain_scores_gemma":[0.9962313,0.0007047154,0.00031083648,0.0013050411,0.0009813334,0.00046672949],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014197254,0.00040801545,0.00045497977,0.00076426985,0.008365724,0.000819187,0.005180589,0.00021938734,0.0029425202],"category_scores_gemma":[0.00003547297,0.0004357487,0.00030673938,0.0021978607,0.000477562,0.00021383245,0.0016734283,0.0023343812,0.0001189373],"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":[0.0012330279,0.00020225403,0.00065016793,0.000038201593,0.00029090894,0.0004172006,0.00048666584,0.000006738809,0.00094321143,0.95253986,0.034206953,0.0089848135],"study_design_scores_gemma":[0.001380175,0.00025436733,0.0015338832,0.000054970078,0.00008694255,0.0000014654555,0.049173523,0.00008808632,0.00062756875,0.0000824848,0.94628966,0.00042686565],"about_ca_topic_score_codex":0.0230877,"about_ca_topic_score_gemma":0.003873446,"teacher_disagreement_score":0.95245737,"about_ca_system_score_codex":0.0005414133,"about_ca_system_score_gemma":0.0032840616,"threshold_uncertainty_score":0.9999673},"labels":[],"label_agreement":null},{"id":"W7055532647","doi":"","title":"CSA Space: Small is good","year":2010,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Architecture","score_opus":0.04156541498121244,"score_gpt":0.2533177292527715,"score_spread":0.21175231427155908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055532647","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22870775,0.000012826073,0.0006099339,0.0004744981,0.00019211948,0.00050289626,0.000037606897,0.00022834513,0.76923406],"genre_scores_gemma":[0.5902553,0.00008996664,0.0014418487,0.000023233026,0.00010617789,8.954174e-7,0.000018097095,0.00003724788,0.40802723],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981253,0.0001869641,0.00012534976,0.0005225015,0.00040473265,0.00063516357],"domain_scores_gemma":[0.99814016,0.00012671221,0.00004239096,0.0008840338,0.00030903344,0.0004976754],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004071459,0.00022576744,0.00023683395,0.00047339962,0.0012001953,0.00025889635,0.002055751,0.00029480667,0.00001600647],"category_scores_gemma":[0.000013945438,0.00028370094,0.00012019101,0.0012996737,0.00036599848,0.00074661645,0.00045303922,0.0012504405,0.00027658063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053955504,0.00008652683,0.0012495447,0.000027143826,0.00008663182,0.0003325027,0.00028736217,0.000069314825,0.046866138,0.9412641,0.009332131,0.0003446506],"study_design_scores_gemma":[0.0009749823,0.00006941887,0.002007964,0.000026110361,0.000043123946,0.000023612254,0.0010059496,0.0015303192,0.021805516,0.00013180885,0.97199124,0.0003899732],"about_ca_topic_score_codex":0.0012115446,"about_ca_topic_score_gemma":0.00058505934,"teacher_disagreement_score":0.9626591,"about_ca_system_score_codex":0.00037139258,"about_ca_system_score_gemma":0.000291029,"threshold_uncertainty_score":0.9999615},"labels":[],"label_agreement":null},{"id":"W7055537570","doi":"","title":"Comparative methodology: Compara &amp; Vizland","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Bundesministerium für Bildung und Forschung; Microsoft Research","keywords":"Worksheet; Visualization; Software; Taxonomy (biology); Data visualization; Visual analytics","score_opus":0.2776032501413764,"score_gpt":0.36015039322614906,"score_spread":0.08254714308477268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055537570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003107396,0.00018405773,0.005140235,0.00020056809,0.00020912048,0.0011945646,0.00022563062,0.0006012329,0.9919338],"genre_scores_gemma":[0.0034987421,0.00038378694,0.00549999,0.000020770089,0.00018263572,0.0000016208415,0.0001926278,0.0001871118,0.99003273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669045,0.0012077236,0.00017922214,0.00078943215,0.0005004384,0.00063271896],"domain_scores_gemma":[0.99802357,0.000306613,0.00011708385,0.00084139535,0.00015420362,0.00055712863],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038159057,0.00043215184,0.0008338127,0.00082483137,0.00068489806,0.00018617178,0.0025198595,0.00054615416,0.00005289158],"category_scores_gemma":[0.00001273096,0.0005333718,0.00017008699,0.0014421336,0.0006326704,0.0003127497,0.0005951218,0.001370316,0.0007841742],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104240054,0.00005505143,0.000059915583,0.00007922981,0.0004080519,0.00031062527,0.00036574146,0.0001328018,0.0014164401,0.49860474,0.49841616,0.00004700697],"study_design_scores_gemma":[0.00095346116,0.00006490871,0.00009929187,0.00011891429,0.000118888536,0.000013120583,0.00091388304,0.00048431254,0.0005385874,0.00003906607,0.9961132,0.0005424109],"about_ca_topic_score_codex":0.0024371694,"about_ca_topic_score_gemma":0.001342569,"teacher_disagreement_score":0.49856567,"about_ca_system_score_codex":0.0006136611,"about_ca_system_score_gemma":0.00033500924,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W7055705421","doi":"","title":"Design for a Time Between Worlds","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Limiting; Context (archaeology); Transition (genetics); Foundation (evidence); Critical design; Variety (cybernetics)","score_opus":0.05312385282795794,"score_gpt":0.29372383072384944,"score_spread":0.2405999778958915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055705421","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000120501616,0.000032981334,0.002032103,0.0004309894,0.00011397622,0.0043281685,0.00046574257,0.00012346401,0.99235207],"genre_scores_gemma":[0.00040591872,0.000020928492,0.0013205082,0.000008120605,0.0003413535,0.0000100997395,0.0003867443,0.00020778891,0.99729854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946199,0.0017221037,0.00022480554,0.0011859201,0.00118181,0.001065462],"domain_scores_gemma":[0.9970522,0.00065921893,0.0002682258,0.0011441938,0.0003431179,0.0005330494],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012884323,0.0004437255,0.00067841256,0.0017701045,0.0018599924,0.00031411747,0.004052031,0.00027128446,0.024947116],"category_scores_gemma":[0.000017867638,0.00056844903,0.00029290782,0.0015748832,0.00048609762,0.00013790658,0.0025049348,0.001258415,0.00030323604],"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":[0.00033053925,0.00018449851,0.00074904313,0.00005095371,0.00045835428,0.00018724082,0.00007721595,0.0000060397665,0.00018268004,0.4608063,0.53123313,0.0057340194],"study_design_scores_gemma":[0.00225512,0.00043951563,0.00011315201,0.00008560692,0.00015292216,9.184986e-7,0.0011879612,0.00014456079,0.00010231347,0.000049634946,0.9949063,0.00056201324],"about_ca_topic_score_codex":0.009540845,"about_ca_topic_score_gemma":0.00015196872,"teacher_disagreement_score":0.46367317,"about_ca_system_score_codex":0.00042409016,"about_ca_system_score_gemma":0.0016834913,"threshold_uncertainty_score":0.9996767},"labels":[],"label_agreement":null},{"id":"W7055846060","doi":"","title":"Design Affordances and User Perception: Investigating the Relationship Between Space Design and Pedagogical Possibility in an Innovative Learning Environment","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science Foundation Ireland","keywords":"Affordance; Space (punctuation); Thematic analysis; Learning environment; Social constructivism; Literacy; Constructivist teaching methods; Perception","score_opus":0.25976800648572584,"score_gpt":0.34642663726976014,"score_spread":0.0866586307840343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7055846060","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1419005,0.0004911633,0.04607319,0.00062789995,0.000074262694,0.003863936,0.000040215436,0.00046071387,0.8064681],"genre_scores_gemma":[0.27792767,0.00027893414,0.010632103,0.0000055573328,0.00009471627,0.000005033232,0.00002986835,0.00014299023,0.71088314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688023,0.0015823985,0.00015792585,0.0006749837,0.00034590723,0.00035855907],"domain_scores_gemma":[0.9986058,0.0006569697,0.00007463203,0.00038723112,0.000056955385,0.00021839936],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012510468,0.00027239,0.00028951588,0.0005258185,0.0007219106,0.00030364,0.0006583266,0.0003442692,0.00000568663],"category_scores_gemma":[0.000043883476,0.0002681128,0.000029382112,0.0010139779,0.000813112,0.0005151486,0.00038362242,0.0014836974,0.000027918424],"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":[0.00013070596,0.000087844244,0.10533561,0.00035306494,0.00022649312,0.0003340706,0.009314664,0.0039796745,0.0013157291,0.8686772,0.009604287,0.0006406715],"study_design_scores_gemma":[0.0027227246,0.0009341388,0.19405271,0.0016760373,0.00036357777,0.00004042546,0.041065034,0.014801658,0.00031492463,0.0022764364,0.7394901,0.00226226],"about_ca_topic_score_codex":0.0006920939,"about_ca_topic_score_gemma":0.00010797847,"teacher_disagreement_score":0.8664008,"about_ca_system_score_codex":0.0005394501,"about_ca_system_score_gemma":0.00017103732,"threshold_uncertainty_score":0.9999771},"labels":[],"label_agreement":null},{"id":"W7056208057","doi":"","title":"Entre el entonces y el ahora | Between the Then and the Now","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Sculpture; Work (physics); Order (exchange)","score_opus":0.03010826122221097,"score_gpt":0.3065188916083644,"score_spread":0.27641063038615343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056208057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14559327,0.000073661846,0.000009714608,0.0021750506,0.00021121853,0.0020926355,0.000087848384,0.000042903037,0.8497137],"genre_scores_gemma":[0.21625221,0.00028339346,0.000010920153,0.000008287577,0.0002627488,0.0000046467585,0.00030769632,0.000032868582,0.7828372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99463254,0.0019516723,0.0002747623,0.000895238,0.0014263057,0.00081947225],"domain_scores_gemma":[0.99630135,0.0014104359,0.0002787581,0.0009983103,0.00068278,0.00032835835],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017707766,0.0004022211,0.0005493904,0.0005806852,0.0036335797,0.0007772073,0.004000242,0.00025014588,0.00037997877],"category_scores_gemma":[0.000037604404,0.00030888792,0.00026591725,0.0014957649,0.0011739081,0.00023077505,0.0015578239,0.0018164354,0.00014514764],"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":[0.00093715294,0.00008067838,0.007985687,0.00007151642,0.0006054227,0.00015028262,0.0029499365,0.0000026079617,0.00013707003,0.9638107,0.008894623,0.014374331],"study_design_scores_gemma":[0.0037957698,0.00018393071,0.034580413,0.00025227293,0.00041039707,0.0000014262656,0.09978971,0.00016647922,0.0003963434,0.0007206507,0.85913146,0.00057114835],"about_ca_topic_score_codex":0.025643501,"about_ca_topic_score_gemma":0.002640459,"teacher_disagreement_score":0.96309006,"about_ca_system_score_codex":0.00015096586,"about_ca_system_score_gemma":0.0011762301,"threshold_uncertainty_score":0.99993634},"labels":[],"label_agreement":null},{"id":"W7056366076","doi":"","title":"Empathy through data: Loneliness through the lens of data visualization.","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Empathy; Representation (politics); Through-the-lens metering; Data visualization; Visualization; Visual research; Data collection","score_opus":0.17021409605423593,"score_gpt":0.36854524584222914,"score_spread":0.1983311497879932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056366076","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24113621,0.0011491282,0.0025411265,0.00012383782,0.0010557246,0.0012004602,0.0012447577,0.00017781196,0.75137097],"genre_scores_gemma":[0.7118461,0.010722502,0.0021629299,0.000044716122,0.0005920918,0.0000017246967,0.026126532,0.0002678154,0.24823557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964825,0.00063737837,0.00036037012,0.0010071758,0.0009239437,0.0005886698],"domain_scores_gemma":[0.99507934,0.00023243863,0.00020420816,0.0034220063,0.00093918224,0.0001228114],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.000635763,0.00037010323,0.0005778531,0.00023963363,0.0011873737,0.0003338373,0.0079218205,0.0004643194,0.0000052360824],"category_scores_gemma":[0.00007291806,0.0003901408,0.000104223414,0.0021434843,0.0003422416,0.004791887,0.002206894,0.0010141698,0.000014305017],"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":[0.0003306863,0.00029163342,0.00039811706,0.00051826454,0.00077553355,0.00086186733,0.0034864252,0.0015489953,0.0022537466,0.9805158,0.008544894,0.00047402942],"study_design_scores_gemma":[0.0020906595,0.00015586097,0.0018822304,0.00078869297,0.00075783447,0.000026040347,0.06915837,0.033030786,0.005309979,0.00013662553,0.88539034,0.0012726046],"about_ca_topic_score_codex":0.0043312237,"about_ca_topic_score_gemma":0.0042039366,"teacher_disagreement_score":0.98037916,"about_ca_system_score_codex":0.00042571384,"about_ca_system_score_gemma":0.0009786369,"threshold_uncertainty_score":0.99985504},"labels":[],"label_agreement":null},{"id":"W7056418673","doi":"","title":"An Exploration of Strategies for an Uncertain Future for CNIB Given Aging with Vision Loss","year":2018,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Strategic planning; Vision rehabilitation; Quality of life (healthcare); Set (abstract data type); Population; Quality (philosophy)","score_opus":0.07107681376173319,"score_gpt":0.32460324311211497,"score_spread":0.2535264293503818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056418673","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001768705,0.00003702867,0.09786464,0.00012414824,0.00015212208,0.0030572177,0.00035604867,0.0002964416,0.89634365],"genre_scores_gemma":[0.044918235,0.00025334608,0.013680866,0.000007105364,0.00083459064,0.00001556051,0.00088596414,0.00040285377,0.9390015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983259,0.0002245611,0.00013224156,0.00057065504,0.00033989118,0.00040675962],"domain_scores_gemma":[0.99836004,0.00007260241,0.00012987647,0.0007077369,0.0004919053,0.00023783359],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033840828,0.00027596008,0.0003488075,0.00067023863,0.0006356568,0.00021604108,0.0013764335,0.0003654764,0.000005179864],"category_scores_gemma":[0.0000028315796,0.0003030976,0.00008573347,0.0006237126,0.00038489586,0.002255446,0.0000902887,0.00025953253,0.0000069017865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006484034,0.00016857909,0.000032227166,0.00044823348,0.00022707491,0.00004721204,0.00076229917,0.0014534541,0.0034819273,0.9347137,0.05752755,0.00048931345],"study_design_scores_gemma":[0.0016388282,0.0012605585,0.000024177732,0.00028976842,0.00011189653,0.0000030215415,0.011920848,0.004244697,0.0012511826,0.00026758842,0.97853124,0.0004562111],"about_ca_topic_score_codex":0.0008051744,"about_ca_topic_score_gemma":0.0016599003,"teacher_disagreement_score":0.93444616,"about_ca_system_score_codex":0.00035834013,"about_ca_system_score_gemma":0.0004585113,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W7056460114","doi":"","title":"Evaluating intersections of vision impairment with stem research in Canada","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accommodation; Context (archaeology); Visual impairment; Quarter (Canadian coin); Photo elicitation; Focus group; Low vision","score_opus":0.06721578521252929,"score_gpt":0.3407980420900948,"score_spread":0.2735822568775655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056460114","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024088625,0.000059035618,0.000013122173,0.00031291743,0.000108559805,0.0023528915,0.00013748636,0.000020222631,0.9729071],"genre_scores_gemma":[0.06049049,0.0000456196,0.00010565448,0.000003918813,0.00005284029,0.0000063114253,0.000058222315,0.0000932683,0.93914366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99195457,0.0031934935,0.00028173366,0.0009648397,0.0026777077,0.0009276628],"domain_scores_gemma":[0.99733216,0.00043109004,0.0002542145,0.0010352008,0.00059430784,0.00035302067],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020766708,0.00029809348,0.00052076235,0.002489067,0.0010423086,0.00011253993,0.0025672873,0.000120821715,0.008695851],"category_scores_gemma":[0.000007686483,0.000338414,0.00010049096,0.003172254,0.0005021686,0.00014314536,0.0027170058,0.0020782067,0.000014510775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021975746,0.0012764204,0.037471406,0.00041179702,0.00069440855,0.0023598722,0.0007318051,0.00026422387,0.0007672507,0.6148301,0.3194871,0.019508058],"study_design_scores_gemma":[0.002379425,0.0011899814,0.0019105277,0.0005025086,0.000036458634,0.0000030743854,0.037038185,0.00038725015,0.00010192764,0.000005055806,0.95609367,0.00035195285],"about_ca_topic_score_codex":0.97340935,"about_ca_topic_score_gemma":0.84989804,"teacher_disagreement_score":0.6366066,"about_ca_system_score_codex":0.002536208,"about_ca_system_score_gemma":0.010215507,"threshold_uncertainty_score":0.9999068},"labels":[],"label_agreement":null},{"id":"W7056545109","doi":"","title":"The Gigamap Interview with Birger Sevaldson","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Popularity; Work (physics); Architecture","score_opus":0.04520594861111102,"score_gpt":0.2644883305236875,"score_spread":0.21928238191257646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056545109","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031514355,0.001181824,0.00035634113,0.00037061312,0.00027567908,0.0010296471,0.000018931563,0.00054780894,0.995904],"genre_scores_gemma":[0.001520167,0.0035291454,0.00083650404,0.000017677861,0.00011867509,0.0000013272022,0.000023042727,0.00025371532,0.9936997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966279,0.0010104548,0.00017051266,0.0006842032,0.00075302034,0.00075390766],"domain_scores_gemma":[0.9976845,0.00022518208,0.00010506235,0.0013825841,0.00030437633,0.00029830326],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00062435877,0.00042638057,0.00050151045,0.00066141714,0.0008082665,0.00038876876,0.002850323,0.00060189725,0.00008313918],"category_scores_gemma":[0.000021048414,0.00039601288,0.00016258667,0.0011891496,0.0006558585,0.00021312843,0.00079056586,0.0015418903,0.00004959533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011568059,0.00006011077,0.000075725344,0.0004006392,0.0004981845,0.0032350598,0.00020013173,0.000019666177,0.00048185626,0.5658782,0.42632532,0.0027094404],"study_design_scores_gemma":[0.0004935655,0.0001682434,0.00008825387,0.000851969,0.00007574029,0.000035150228,0.0010557979,0.00013890202,0.00071720465,0.00000937292,0.99588436,0.00048145436],"about_ca_topic_score_codex":0.0022979574,"about_ca_topic_score_gemma":0.0034141738,"teacher_disagreement_score":0.56955904,"about_ca_system_score_codex":0.0006569534,"about_ca_system_score_gemma":0.00037882288,"threshold_uncertainty_score":0.9998492},"labels":[],"label_agreement":null},{"id":"W7056607894","doi":"","title":"Exploring the Expansion of the For-Benefit Structure in Canada","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Legislature; Shareholder; Legitimacy; Politics; Public policy; Psychological intervention; Corporate governance","score_opus":0.05123982667604255,"score_gpt":0.23567278062559519,"score_spread":0.18443295394955264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056607894","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22917296,0.00008815621,0.000044860633,0.00008366067,0.00053040456,0.0009395897,0.00018197444,0.00003532182,0.76892304],"genre_scores_gemma":[0.45837063,0.0003133105,0.0000846013,0.00000807125,0.00005306552,0.000001143917,0.000010347408,0.00008119167,0.5410776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857736,0.00017538235,0.00013440181,0.00030566772,0.00039749782,0.00040968976],"domain_scores_gemma":[0.99890345,0.00013387672,0.00007194534,0.00066815387,0.0001354482,0.00008714136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016256407,0.00020099813,0.0002917129,0.00034831068,0.00039643075,0.000049901922,0.0020745432,0.0001489371,0.000002715001],"category_scores_gemma":[0.000015724172,0.00017068481,0.000086386506,0.0011031453,0.00014634708,0.00023677468,0.0005046145,0.00063748006,5.760605e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001260925,0.000023293755,0.004351902,0.00029604966,0.00022486428,0.00015207753,0.00020824945,0.0064805136,0.0013503267,0.96830153,0.016862793,0.0016223104],"study_design_scores_gemma":[0.0013808503,0.000046327415,0.01011215,0.0008679894,0.000097618766,0.0000034320947,0.0041810805,0.0052261306,0.0045541925,0.00007132661,0.9729516,0.00050728396],"about_ca_topic_score_codex":0.67918694,"about_ca_topic_score_gemma":0.8515856,"teacher_disagreement_score":0.9682302,"about_ca_system_score_codex":0.0016663962,"about_ca_system_score_gemma":0.0015992828,"threshold_uncertainty_score":0.69603246},"labels":[],"label_agreement":null},{"id":"W7056636641","doi":"","title":"The Films and Videos of Jamelie Hassan catalogue","year":2010,"lang":"en","type":"book","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Windsor; Documentation; Statement (logic); The arts; Movie theater; Art gallery","score_opus":0.026281608391476207,"score_gpt":0.2629623758109635,"score_spread":0.2366807674194873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056636641","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035707238,0.00008637766,0.000032398195,0.00055689784,0.0001658961,0.0015515217,0.00027274154,0.000022112721,0.99374133],"genre_scores_gemma":[0.006645347,0.00020082216,0.000142776,0.0000056241793,0.00010129152,0.0000013610997,0.000186958,0.00003190984,0.9926839],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961949,0.0006847509,0.00030689596,0.00085773505,0.0011822676,0.0007734534],"domain_scores_gemma":[0.9959338,0.00088911375,0.00033974837,0.0013294157,0.0010140755,0.00049389846],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012192825,0.0003848735,0.0005511795,0.00063692435,0.0024996798,0.00039418176,0.003473324,0.00040706233,0.0004485525],"category_scores_gemma":[0.000034941757,0.000380207,0.00022296487,0.000542362,0.0023303935,0.00021385714,0.0029539042,0.002465006,0.000045323482],"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":[0.0002954474,0.0001288084,0.0005026635,0.00006167406,0.00025037862,0.0002049241,0.00015706535,8.5698514e-7,0.0009474226,0.9299191,0.056504663,0.011027002],"study_design_scores_gemma":[0.0012010301,0.00030531164,0.00051735033,0.00014420836,0.00009566401,0.00000416141,0.0020859602,0.00007923172,0.00060303847,0.00028713446,0.99431306,0.00036381982],"about_ca_topic_score_codex":0.013471751,"about_ca_topic_score_gemma":0.0022579716,"teacher_disagreement_score":0.93780845,"about_ca_system_score_codex":0.00015597827,"about_ca_system_score_gemma":0.002939122,"threshold_uncertainty_score":0.999865},"labels":[],"label_agreement":null},{"id":"W7056681498","doi":"","title":"Futures of Data Ownership: Defining Data Policies in Canadian Context","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Legislation; Information privacy; Data Protection Act 1998; Futures contract; Control (management); Consumer privacy; Personally identifiable information; Privacy policy","score_opus":0.11788803316387496,"score_gpt":0.34074707074371824,"score_spread":0.22285903757984327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056681498","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00082014414,0.00012040709,0.0000094379575,0.00066704623,0.00015726661,0.0011272916,0.0031404062,0.000064699256,0.9938933],"genre_scores_gemma":[0.023051012,0.00017395202,0.00013167012,0.000009510385,0.0001429657,6.348636e-7,0.0011658263,0.00017932366,0.9751451],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99540925,0.00093391346,0.00027537168,0.0012824623,0.0009488745,0.001150108],"domain_scores_gemma":[0.99499667,0.00036958687,0.0002460884,0.0034723212,0.00025321735,0.00066214113],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015224627,0.0003448297,0.0006116018,0.0029317301,0.0006480743,0.00021730643,0.010741699,0.00031424765,0.0014903249],"category_scores_gemma":[0.00007016567,0.00041172942,0.00007892338,0.0021044987,0.0007009166,0.0003956485,0.0069004567,0.0011817717,0.00013319412],"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":[0.00009584731,0.000094674746,0.012471247,0.00006457681,0.00022905903,0.00052726024,0.00021709573,0.000001484278,0.00003033341,0.69688714,0.27563363,0.013747633],"study_design_scores_gemma":[0.0011352878,0.000071365306,0.0025401867,0.0003989306,0.000055162393,0.0000010090497,0.01349842,0.00022349144,0.000018689836,0.000010613118,0.9816761,0.00037072747],"about_ca_topic_score_codex":0.9740785,"about_ca_topic_score_gemma":0.9497041,"teacher_disagreement_score":0.70604247,"about_ca_system_score_codex":0.00031659362,"about_ca_system_score_gemma":0.00472432,"threshold_uncertainty_score":0.99983346},"labels":[],"label_agreement":null},{"id":"W7056779858","doi":"","title":"Future of Youth Hockey Culture","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Pulsed Power Technology 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":"Ice hockey; Futures studies; Scrutiny; Pride; Youth sports; Club; Transformative learning","score_opus":0.02254869118297686,"score_gpt":0.2601119959657977,"score_spread":0.23756330478282084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056779858","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033124466,0.0016388873,0.00016837273,0.00011798912,0.0005156249,0.00090519554,0.0005462985,0.00093206187,0.9948443],"genre_scores_gemma":[0.008836693,0.0015468664,0.0005042331,0.0000039476663,0.00021077087,9.521796e-7,0.000107214524,0.00030509173,0.9884842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977737,0.0002205444,0.00017273735,0.0007324774,0.0005201196,0.0005804272],"domain_scores_gemma":[0.9981469,0.000028247709,0.00010477087,0.0012624998,0.00020336644,0.00025424108],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00023507401,0.00040076702,0.000528761,0.0017484335,0.0002995715,0.000087373795,0.0031991703,0.0013588408,0.000021265825],"category_scores_gemma":[0.00000702862,0.00048645967,0.00019785718,0.0021238818,0.000680714,0.00027500515,0.0008067536,0.001987147,0.0003697895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003393914,0.000047776517,0.000031134354,0.00022573829,0.0003978247,0.00043614503,0.000485562,0.000013623624,0.00048046245,0.6675581,0.33010873,0.00018101362],"study_design_scores_gemma":[0.00048723834,0.000073564974,0.000022347696,0.00037084092,0.00019084426,0.000013823113,0.0054709604,0.0000433048,0.0006522088,0.000087356,0.99215126,0.00043624558],"about_ca_topic_score_codex":0.00085622433,"about_ca_topic_score_gemma":0.00043422697,"teacher_disagreement_score":0.6674707,"about_ca_system_score_codex":0.0007473329,"about_ca_system_score_gemma":0.0002846112,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W7056845654","doi":"","title":"The Future of Healthy Living: &#13;\\nImproving the impact of urban living environments on residents","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Active living; Space (punctuation); Mental health; Futures studies; Quality (philosophy); Quality of life (healthcare); Built environment; Urban planning; Intervention (counseling)","score_opus":0.0362804284491718,"score_gpt":0.28989473732390353,"score_spread":0.25361430887473174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7056845654","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32169604,0.0004110987,0.0000038289886,0.000170641,0.000860732,0.0016725216,0.00017271073,0.00013329076,0.67487913],"genre_scores_gemma":[0.28879464,0.0011797436,0.000019845484,0.000007103491,0.0002895927,0.0000010674221,0.000003089964,0.00026219,0.70944273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932607,0.0032983988,0.00038276674,0.00080082484,0.0013688924,0.0008884529],"domain_scores_gemma":[0.99576056,0.0012069208,0.0008936722,0.0017064492,0.00016342239,0.0002689732],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0029838472,0.00042218145,0.0006674392,0.00054108683,0.0017601012,0.00027724772,0.0055980016,0.0004525669,0.00008190902],"category_scores_gemma":[0.00023068304,0.00030464216,0.00029512923,0.0005485161,0.001427883,0.0004972716,0.0027335412,0.00077428477,0.00021603718],"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":[0.008396078,0.0014928556,0.015132094,0.0010089393,0.0019715175,0.0008907234,0.005820486,0.00048996054,0.31613955,0.38756397,0.25925586,0.0018379374],"study_design_scores_gemma":[0.002428985,0.0044032396,0.0932379,0.006628585,0.00032600987,0.00001772038,0.019852472,0.000049308874,0.013501173,0.00002756128,0.857743,0.001784002],"about_ca_topic_score_codex":0.036800344,"about_ca_topic_score_gemma":0.0017331243,"teacher_disagreement_score":0.5984872,"about_ca_system_score_codex":0.0012657541,"about_ca_system_score_gemma":0.0008106311,"threshold_uncertainty_score":0.9999406},"labels":[],"label_agreement":null},{"id":"W7057043048","doi":"","title":"Inclusive Landmark based Pedestrian Wayfinding via Multi-modal Directions","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Signage; Scrolling; Landmark; Pedestrian; Interface (matter); Modalities; Recall","score_opus":0.030979317147985484,"score_gpt":0.29437695469183733,"score_spread":0.26339763754385187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057043048","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006903382,0.000042375428,0.0018133427,0.0006123874,0.00028930797,0.0026182348,0.00019623592,0.0001522829,0.99358547],"genre_scores_gemma":[0.01012194,0.00005335104,0.0008508101,0.000010340653,0.0003012891,0.000005633551,0.00020446342,0.00016804252,0.9882841],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949534,0.0013743794,0.00025162537,0.0011975091,0.0011254017,0.0010976918],"domain_scores_gemma":[0.9969736,0.0003042092,0.00030967846,0.0011402562,0.0005263059,0.00074596587],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006032035,0.0005269826,0.00062951504,0.0021656808,0.0021995727,0.00046894563,0.0029118625,0.00043978888,0.008118844],"category_scores_gemma":[0.000024414467,0.00062948035,0.00030054862,0.0016752878,0.0006618817,0.000231342,0.0020756281,0.0015907924,0.0005405606],"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":[0.00034879678,0.001062172,0.0077895042,0.00015841263,0.00070091564,0.0008545721,0.00020551056,0.000013090563,0.0014039065,0.7159001,0.2561279,0.015435107],"study_design_scores_gemma":[0.0031103084,0.00018685794,0.00084040704,0.0002334779,0.00010507918,0.0000022147362,0.0018104381,0.001414095,0.00022400967,0.000013050282,0.99142325,0.0006367948],"about_ca_topic_score_codex":0.13353628,"about_ca_topic_score_gemma":0.00359426,"teacher_disagreement_score":0.73529536,"about_ca_system_score_codex":0.00049916847,"about_ca_system_score_gemma":0.0016454094,"threshold_uncertainty_score":0.99961567},"labels":[],"label_agreement":null},{"id":"W7057092985","doi":"","title":"Inclusive worklife innovation – reflections on problem framing and solution spaces across systems","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Framing (construction); Narrative; Qualitative research","score_opus":0.06358992749296694,"score_gpt":0.3475691138305316,"score_spread":0.28397918633756464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057092985","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015146928,0.00010388144,0.0008853872,0.000205367,0.00053088844,0.0016315089,0.00008591593,0.00021274078,0.98119736],"genre_scores_gemma":[0.08749364,0.00015154743,0.0003510863,0.000025727015,0.0001897183,0.0000015770627,0.000044746157,0.000095505246,0.9116464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962877,0.0009318398,0.00023916092,0.0009822128,0.0008551613,0.0007039177],"domain_scores_gemma":[0.9979471,0.00019282535,0.0004488718,0.0006237791,0.0005710944,0.00021634843],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010709992,0.0003299443,0.00046028587,0.0015828271,0.0021874148,0.00070617866,0.0011275982,0.00057633355,0.0000102252525],"category_scores_gemma":[0.00006988308,0.00038270865,0.000055470435,0.0025344233,0.00047057995,0.0007656997,0.00092144107,0.0008059715,0.00023598367],"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":[0.00030963722,0.00011690592,0.00014084054,0.00013982331,0.00007418326,0.00015688095,0.0008503979,0.00010446858,0.017274482,0.9647775,0.015891688,0.00016318513],"study_design_scores_gemma":[0.0011818106,0.00031853683,0.00012835658,0.00055538124,0.000034985886,0.000012523343,0.0036494872,0.00021822914,0.0005612206,0.000054118595,0.9928138,0.00047152626],"about_ca_topic_score_codex":0.008015724,"about_ca_topic_score_gemma":0.0005931777,"teacher_disagreement_score":0.97692215,"about_ca_system_score_codex":0.0015216483,"about_ca_system_score_gemma":0.0007402554,"threshold_uncertainty_score":0.9998625},"labels":[],"label_agreement":null},{"id":"W7057116201","doi":"","title":"Hospitals as anchor institutions: Eco-systemic leadership to nourish patient, community, and planetary health","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Work (physics); Health care; Scale (ratio); Public health; Social care; Health policy","score_opus":0.09256843459529114,"score_gpt":0.3146422770807588,"score_spread":0.2220738424854677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057116201","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010767489,0.00023187824,0.000049255905,0.0017247517,0.0002806225,0.0038368956,0.0003226591,0.000084038984,0.98270243],"genre_scores_gemma":[0.04076584,0.0001639135,0.00014575874,0.00008736905,0.00016619412,0.0000031272286,0.0002486769,0.0000987521,0.9583204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99452204,0.0023652604,0.00027865492,0.00087975414,0.00095054123,0.0010037704],"domain_scores_gemma":[0.99694645,0.00025790298,0.0002877834,0.0013315105,0.00029251288,0.0008838289],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00088038767,0.0004465343,0.00070578675,0.0016210612,0.0018371947,0.00042797145,0.0025082424,0.0002961982,0.00086988136],"category_scores_gemma":[0.000022869843,0.0005497496,0.00013345826,0.0010655175,0.0005475302,0.00021176253,0.0023384416,0.0018799108,0.0005539835],"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":[0.00028156317,0.00029061377,0.0062668477,0.000422631,0.00036950753,0.00030922896,0.0010558533,0.000011645522,0.00006955633,0.5717927,0.4055612,0.013568583],"study_design_scores_gemma":[0.0014254478,0.00088598626,0.00079124933,0.00095106626,0.00003990757,0.000011533258,0.019464202,0.000013911297,0.000023178167,0.000010475386,0.97587013,0.00051293056],"about_ca_topic_score_codex":0.13810344,"about_ca_topic_score_gemma":0.0025877676,"teacher_disagreement_score":0.5717823,"about_ca_system_score_codex":0.00037538624,"about_ca_system_score_gemma":0.0023121093,"threshold_uncertainty_score":0.9996954},"labels":[],"label_agreement":null},{"id":"W7057474635","doi":"","title":"Making &amp; Mending","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Craft; Exhibition; Deskilling; Space (punctuation); Adornment; Work (physics)","score_opus":0.09917700199183577,"score_gpt":0.3527692777563344,"score_spread":0.2535922757644986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057474635","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021799993,0.0000419963,0.00016071831,0.00052505045,0.0003584161,0.0015564029,0.00006669947,0.00007813159,0.9754126],"genre_scores_gemma":[0.13915369,0.000041287534,0.0003937748,0.000010657474,0.00023373545,0.0000020013,0.00069005217,0.000050650775,0.8594242],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99471617,0.0010824492,0.0003165855,0.001307705,0.0015372518,0.0010398554],"domain_scores_gemma":[0.9970618,0.0002630387,0.0003185202,0.0009171907,0.0008478871,0.000591566],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006966298,0.0004885891,0.00063210126,0.0011578992,0.0024817432,0.00069321936,0.003691127,0.00033695687,0.0020670071],"category_scores_gemma":[0.00003465009,0.00063682557,0.0003246599,0.0019678636,0.0002748595,0.00035593548,0.0013043664,0.0021941587,0.00040292912],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084394997,0.00017785396,0.0012629258,0.00013915346,0.00033814207,0.0005883955,0.0011295101,0.000004021347,0.004554773,0.9697281,0.010788142,0.0104450425],"study_design_scores_gemma":[0.0012598827,0.0001534215,0.0011102442,0.00030433224,0.00013096844,0.0000016400281,0.01470677,0.0001241206,0.001015289,0.00007969208,0.9804996,0.00061402057],"about_ca_topic_score_codex":0.006392186,"about_ca_topic_score_gemma":0.0013233742,"teacher_disagreement_score":0.9697115,"about_ca_system_score_codex":0.00039802882,"about_ca_system_score_gemma":0.0018419297,"threshold_uncertainty_score":0.9996083},"labels":[],"label_agreement":null},{"id":"W7057598466","doi":"","title":"Jennifer Marman and Daniel Borins","year":2013,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Articulation (sociology); Work (physics); Exposition (narrative); Order (exchange)","score_opus":0.030154975808307907,"score_gpt":0.26858705490211504,"score_spread":0.23843207909380715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7057598466","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21991861,0.000011904265,0.000096991505,0.0010593975,0.000055443397,0.0009645446,0.000013808237,0.00003119797,0.7778481],"genre_scores_gemma":[0.36943415,0.00002695631,0.00020818909,0.00001281528,0.00006615809,0.0000014749542,0.000013123388,0.000012153531,0.630225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720466,0.00057994644,0.00015426736,0.0006643858,0.00066711835,0.0007296276],"domain_scores_gemma":[0.9979702,0.00017831117,0.00007528915,0.0006245133,0.0005616342,0.0005900264],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047214536,0.0002192315,0.0002574912,0.0005208154,0.0014526015,0.00048703744,0.0015106443,0.00010454359,0.0014796286],"category_scores_gemma":[0.000010679261,0.00025266584,0.00008876448,0.0008536976,0.0005490226,0.0005395961,0.0016846131,0.0007085033,0.00019764759],"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":[0.0000980695,0.00018363564,0.018133592,0.000018847708,0.00009037722,0.00016242494,0.0001961021,0.0000013758483,0.005097659,0.9377487,0.028808067,0.00946119],"study_design_scores_gemma":[0.0017083833,0.00022361716,0.027516307,0.000036671747,0.000031361127,0.000004195556,0.006673892,0.00044687086,0.00095549296,0.00012673844,0.9619394,0.00033704675],"about_ca_topic_score_codex":0.026476376,"about_ca_topic_score_gemma":0.0002499571,"teacher_disagreement_score":0.93762195,"about_ca_system_score_codex":0.00011668427,"about_ca_system_score_gemma":0.00041733985,"threshold_uncertainty_score":0.99999255},"labels":[],"label_agreement":null},{"id":"W7058554483","doi":"","title":"ME, MYSELF, & PEOPLE LIKE ME: A Visualized Analysis of Gentrification Systems in Toronto","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Gentrification; Narrative; Variety (cybernetics); Work (physics); Visualization; Displacement (psychology)","score_opus":0.021071800480062717,"score_gpt":0.31775059779514636,"score_spread":0.2966787973150836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7058554483","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017222409,0.00031461203,0.0006272841,0.000064454915,0.00017076406,0.0021502448,0.00022129033,0.000045939385,0.99468315],"genre_scores_gemma":[0.026754163,0.00031735253,0.00008893795,0.0000025486368,0.000052079264,0.0000041362628,0.00026553834,0.000052805095,0.9724624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949573,0.0019703447,0.00038915125,0.0009953373,0.0010255815,0.00066227536],"domain_scores_gemma":[0.9971087,0.00029656017,0.00040835267,0.0012183962,0.0006698792,0.00029810256],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011499197,0.00035533993,0.001028411,0.003249424,0.0003994109,0.0001989735,0.0025147367,0.000341025,0.0038002224],"category_scores_gemma":[0.000021434278,0.00044084448,0.00033925875,0.004572725,0.00025968114,0.000174619,0.0010844758,0.00061493815,0.000026086045],"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":[0.00037650327,0.00057185267,0.006450713,0.00018250901,0.0023206896,0.000080223595,0.0006048113,0.00003150574,0.00068104046,0.9477802,0.03943725,0.0014827164],"study_design_scores_gemma":[0.0021872905,0.000121004,0.003700572,0.0003105472,0.0008998993,2.6990082e-7,0.025982292,0.0026386837,0.00008497734,0.0000041477215,0.96361643,0.00045391123],"about_ca_topic_score_codex":0.46571234,"about_ca_topic_score_gemma":0.03843616,"teacher_disagreement_score":0.947776,"about_ca_system_score_codex":0.00078420795,"about_ca_system_score_gemma":0.001571643,"threshold_uncertainty_score":0.9998043},"labels":[],"label_agreement":null},{"id":"W7059649651","doi":"","title":"Leaf Love","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Reflexivity; Space (punctuation); Reflection (computer programming); Affect (linguistics); Hegemony; Repetition (rhetorical device)","score_opus":0.03223349352796396,"score_gpt":0.29908282529404484,"score_spread":0.2668493317660809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7059649651","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056945663,0.000077370474,0.00003564959,0.00038960844,0.00043892156,0.0013666132,0.00008947817,0.000038291688,0.9406184],"genre_scores_gemma":[0.041993704,0.00010276861,0.00014090829,0.000008474499,0.00022688993,0.0000010870724,0.0009769036,0.00004694652,0.9565023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942886,0.0013070627,0.0003115838,0.0013822586,0.0016211518,0.0010892919],"domain_scores_gemma":[0.99576235,0.00028394855,0.00027134936,0.0012886194,0.0017492044,0.000644508],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007377092,0.0004947287,0.0006740927,0.0011256101,0.0015167188,0.00070336845,0.0034392534,0.00043177503,0.004936322],"category_scores_gemma":[0.000030019519,0.00064488134,0.00038940084,0.002022684,0.0003600034,0.0003416918,0.0012080016,0.0021936975,0.0005451642],"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":[0.0006680191,0.00042295785,0.0013347317,0.00012549773,0.00040063768,0.0015426442,0.0007722952,0.0000041945805,0.0036216304,0.95906764,0.020614423,0.011425346],"study_design_scores_gemma":[0.0017423583,0.00020852886,0.0024671315,0.00029164704,0.00014056807,0.0000030691956,0.045533802,0.00007822639,0.0037703968,0.000059423783,0.9450369,0.0006679605],"about_ca_topic_score_codex":0.019400064,"about_ca_topic_score_gemma":0.0027069123,"teacher_disagreement_score":0.9590082,"about_ca_system_score_codex":0.00037661433,"about_ca_system_score_gemma":0.0034725186,"threshold_uncertainty_score":0.99978316},"labels":[],"label_agreement":null},{"id":"W7059708448","doi":"","title":"Connect to Care","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Exhibition; Reciprocal; Subject (documents); The Imaginary; Scope (computer science); Immigration","score_opus":0.026812062091813138,"score_gpt":0.29089952803179314,"score_spread":0.26408746593998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7059708448","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12390372,0.00034469852,0.000038385948,0.00007762779,0.00087880495,0.0013788384,0.000049810275,0.0006728296,0.8726553],"genre_scores_gemma":[0.24825783,0.00037481548,0.0006627298,0.000011814359,0.00014707171,0.000002207598,0.00023383103,0.000114180286,0.7501955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704254,0.0003447745,0.00021350008,0.0008859713,0.00076821545,0.00074498635],"domain_scores_gemma":[0.9977557,0.00014594792,0.000048300943,0.00091245957,0.00066105754,0.00047653075],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002994403,0.0004495172,0.00051992567,0.0016737226,0.000753605,0.00040911953,0.0025305436,0.00080809736,0.000014903967],"category_scores_gemma":[0.00003736463,0.00060273346,0.00021585675,0.0015982621,0.00012653354,0.0004142189,0.0004263283,0.001829395,0.000298342],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003847206,0.000034912337,0.000032570882,0.0010908133,0.00025013843,0.00392147,0.007381286,0.00017274897,0.006564808,0.94585204,0.031880114,0.0024343736],"study_design_scores_gemma":[0.0003967661,0.00035001122,0.0002723933,0.0007197784,0.00015367643,0.000013172216,0.026370846,0.00021250568,0.0154435,0.00005810179,0.955175,0.0008342923],"about_ca_topic_score_codex":0.0028519835,"about_ca_topic_score_gemma":0.0037571876,"teacher_disagreement_score":0.9457939,"about_ca_system_score_codex":0.001629569,"about_ca_system_score_gemma":0.0005270759,"threshold_uncertainty_score":0.99964243},"labels":[],"label_agreement":null},{"id":"W7059836334","doi":"","title":"Missed Fit","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Meaning (existential); Ideal (ethics); Anthropometry; Affect (linguistics); Semiotics; Human body","score_opus":0.05341049782716357,"score_gpt":0.2869027901759656,"score_spread":0.23349229234880203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7059836334","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11935936,0.00012579103,0.000047387235,0.00006802716,0.00062827667,0.0012485617,0.000029965702,0.00045918033,0.87803346],"genre_scores_gemma":[0.13620497,0.0005018086,0.0005265582,0.000011104867,0.00007824011,8.598791e-7,0.00019526925,0.000090194015,0.862391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679124,0.0004735385,0.00024673104,0.00082003634,0.0008540025,0.0008144397],"domain_scores_gemma":[0.9975588,0.00022146509,0.00011468766,0.001163234,0.000582159,0.0003596792],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043546635,0.00047388184,0.00061288767,0.0012220768,0.000724147,0.0003445971,0.0030627751,0.0010824248,0.000028513712],"category_scores_gemma":[0.000037903363,0.00064798584,0.00023571936,0.0011189219,0.00018209603,0.000674218,0.00029413126,0.0019952161,0.00022544563],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060728873,0.000112111615,0.00013187177,0.0007217685,0.00031453496,0.002412718,0.0011414784,0.000199775,0.012340072,0.95224845,0.028370434,0.0013994866],"study_design_scores_gemma":[0.0010677815,0.00030817348,0.0007848808,0.00046439088,0.00013595604,0.000017661418,0.0058269543,0.0012876226,0.014205709,0.00004855409,0.97485596,0.0009963545],"about_ca_topic_score_codex":0.00216158,"about_ca_topic_score_gemma":0.0005344633,"teacher_disagreement_score":0.95219994,"about_ca_system_score_codex":0.0010888316,"about_ca_system_score_gemma":0.00058769033,"threshold_uncertainty_score":0.99959713},"labels":[],"label_agreement":null},{"id":"W7059852822","doi":"","title":"Sentiment Debris","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Narrative; Object (grammar); Constructive; Debris; Ontology; Value (mathematics)","score_opus":0.03318131534579691,"score_gpt":0.294767912410773,"score_spread":0.2615865970649761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7059852822","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034972124,0.000037297068,0.00006581648,0.0006988517,0.00032703526,0.0018649579,0.000078886784,0.00006711983,0.9618879],"genre_scores_gemma":[0.07943019,0.000069065725,0.00019348059,0.000013210391,0.00020284869,0.00000250041,0.00083986117,0.00004715208,0.9192017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947063,0.0010671264,0.0003127388,0.0013117993,0.0016236875,0.0009784008],"domain_scores_gemma":[0.9967928,0.00019566223,0.0002759356,0.0009360787,0.0009845406,0.0008149685],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005592125,0.00048718866,0.00062636833,0.0009219609,0.0019797478,0.0005674032,0.0034889025,0.0003250065,0.002208882],"category_scores_gemma":[0.000019292638,0.0006221533,0.00035429475,0.001739664,0.00029017116,0.00029098397,0.0011931375,0.0018880356,0.00048521458],"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":[0.00095725764,0.00033563367,0.001294251,0.000118838754,0.0004555935,0.0009816225,0.00070099114,0.0000031895308,0.003659955,0.95578235,0.023219503,0.012490835],"study_design_scores_gemma":[0.0017488168,0.00028554187,0.0018685972,0.0001762807,0.00016231507,0.0000015244142,0.016506232,0.00024079504,0.0042889714,0.000052503914,0.9740502,0.0006182131],"about_ca_topic_score_codex":0.014970892,"about_ca_topic_score_gemma":0.00089557306,"teacher_disagreement_score":0.95572984,"about_ca_system_score_codex":0.00035296546,"about_ca_system_score_gemma":0.0021328796,"threshold_uncertainty_score":0.999623},"labels":[],"label_agreement":null},{"id":"W7060143723","doi":"","title":"Art for glob","year":2002,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"","score_opus":0.06204282527293592,"score_gpt":0.28747636752072026,"score_spread":0.22543354224778434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060143723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020165829,0.000017011882,0.00097309524,0.001529083,0.00011653853,0.0015549096,0.00006376362,0.00004782913,0.97553194],"genre_scores_gemma":[0.15899722,0.000022262555,0.00048748733,0.000016384376,0.00012218866,0.0000023326259,0.000030276944,0.000016498721,0.8403053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703586,0.00049574976,0.00017384396,0.00071386556,0.00072741107,0.000853247],"domain_scores_gemma":[0.9977285,0.00030555777,0.00009490818,0.0007235469,0.00067134143,0.00047611468],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063198816,0.00022217563,0.00029122087,0.0005355971,0.0018031761,0.00032055212,0.0021044866,0.000113644055,0.0023490556],"category_scores_gemma":[0.000022183785,0.0002704783,0.00020063354,0.0011305497,0.0004321493,0.00033996065,0.0009015527,0.0005456314,0.00038888154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000219348,0.0003093248,0.0026382424,0.000020700058,0.00010373102,0.00012824473,0.00013311057,0.0000056192353,0.001434967,0.9107624,0.07190105,0.0123432595],"study_design_scores_gemma":[0.002331512,0.00031271155,0.0008783629,0.000033938508,0.00003707777,0.0000023373882,0.002411013,0.0015071372,0.00086476956,0.0000955632,0.9912281,0.00029745325],"about_ca_topic_score_codex":0.0022851152,"about_ca_topic_score_gemma":0.00015750484,"teacher_disagreement_score":0.9193271,"about_ca_system_score_codex":0.00018191336,"about_ca_system_score_gemma":0.00027557247,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W7060161639","doi":"","title":"The Measure of Han","year":2023,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Measure (data warehouse); Context (archaeology); Affect (linguistics); Assimilation (phonology)","score_opus":0.04042471018110534,"score_gpt":0.2807270727094614,"score_spread":0.24030236252835607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7060161639","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072469175,0.00016770996,0.000024047928,0.00007073516,0.0005534265,0.0008819592,0.000018632434,0.00035693092,0.92545736],"genre_scores_gemma":[0.15634757,0.00145156,0.00015739194,0.0000017745492,0.00006687968,0.0000011659097,0.00008004097,0.00007927479,0.84181434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972304,0.0005413886,0.00024227274,0.00046777114,0.000922754,0.00059538806],"domain_scores_gemma":[0.99772936,0.00041499865,0.00012765224,0.00094539655,0.0005793937,0.00020319442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083047565,0.00030188073,0.00041822568,0.00074660475,0.0011698372,0.00017463451,0.00299764,0.00064050575,0.0000025054674],"category_scores_gemma":[0.000085530766,0.00032770322,0.00019854198,0.001405042,0.00034013594,0.00030764038,0.00027914788,0.0014225345,0.000037536596],"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":[0.00051514327,0.000044927692,0.000111006084,0.00033487708,0.00034886447,0.0007360221,0.0014513126,0.000064482316,0.0083864415,0.96558374,0.018889261,0.0035339135],"study_design_scores_gemma":[0.0010384538,0.00041461148,0.0040360563,0.00084012677,0.00022117555,0.000010991305,0.023574393,0.0007280296,0.03332926,0.00027649428,0.934589,0.0009413938],"about_ca_topic_score_codex":0.0025719556,"about_ca_topic_score_gemma":0.004833897,"teacher_disagreement_score":0.96530724,"about_ca_system_score_codex":0.0005407518,"about_ca_system_score_gemma":0.00045505274,"threshold_uncertainty_score":0.9999175},"labels":[],"label_agreement":null},{"id":"W7061082492","doi":"","title":"Pictures of Culture:&#13;\\nPhotographic Objects as Sites of National Identity","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Ethnography; National identity; Variety (cybernetics); Identity (music); Ideology; Immigration; Relation (database)","score_opus":0.023812397074787654,"score_gpt":0.30859850255346777,"score_spread":0.2847861054786801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061082492","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3013624,0.000040024184,0.000020907592,0.000026348436,0.00011358293,0.0008521503,0.00008815075,0.000014753352,0.6974817],"genre_scores_gemma":[0.6237766,0.000059935668,0.000063955886,0.0000032494695,0.00006121141,0.0000011677957,0.00046874248,0.000015360336,0.37554976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948772,0.00091592054,0.00038947715,0.0007839126,0.0024864813,0.0005469962],"domain_scores_gemma":[0.9948138,0.00027218947,0.00057451375,0.00066156423,0.0033638321,0.00031411328],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010399652,0.00036522458,0.0006703603,0.0016433909,0.0009322388,0.00017403017,0.0028497588,0.00039010745,0.00089081936],"category_scores_gemma":[0.000072932526,0.0004277332,0.00040619718,0.001987785,0.00056132366,0.000379847,0.0006761547,0.0011732448,0.000030535513],"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":[0.00085378624,0.0004178266,0.01018743,0.00032379475,0.00046952398,0.0000583984,0.00097241235,0.000011701294,0.022776684,0.9597996,0.003367801,0.00076102914],"study_design_scores_gemma":[0.009477014,0.0027220745,0.09964265,0.0017543175,0.0007593408,0.000007381426,0.07375059,0.0003113855,0.11524767,0.004628867,0.68927395,0.0024247847],"about_ca_topic_score_codex":0.03218427,"about_ca_topic_score_gemma":0.006414864,"teacher_disagreement_score":0.95517075,"about_ca_system_score_codex":0.0001330938,"about_ca_system_score_gemma":0.0019685198,"threshold_uncertainty_score":0.99981743},"labels":[],"label_agreement":null},{"id":"W7061243265","doi":"","title":"Plantemic: A Philosophical Inquiry and Storytelling Project about Human-Plant Co-Existence during the COVID-19 Pandemic","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs","keywords":"Storytelling; Futurist; Pandemic; Existentialism; Distancing; Order (exchange); Social media; Introspection","score_opus":0.15447317848642603,"score_gpt":0.36061728076229,"score_spread":0.20614410227586397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061243265","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009436248,0.00013302706,0.00008757924,0.0008580386,0.000097569806,0.002358716,0.0003861023,0.00013450783,0.9865082],"genre_scores_gemma":[0.025700642,0.00044269135,0.00006580973,0.000054372365,0.0005587126,0.0000044900457,0.00017541515,0.00011922162,0.97287863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99503034,0.0015262713,0.0002583205,0.0012348619,0.0011227174,0.0008274993],"domain_scores_gemma":[0.99760765,0.0003870044,0.00029167574,0.0008458714,0.00013918983,0.0007286104],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008324911,0.0004615758,0.0005871336,0.00092309964,0.002543956,0.00037868912,0.0028697164,0.0003322123,0.0008756139],"category_scores_gemma":[0.000032190383,0.00045234882,0.00016594795,0.00087098003,0.0016187835,0.00013471335,0.0018239954,0.0021185533,0.000047835463],"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":[0.0008717838,0.00019799668,0.017715277,0.0005322878,0.0005253077,0.0024017463,0.0016497533,0.0000035751352,0.0022405817,0.8875231,0.085698225,0.0006403326],"study_design_scores_gemma":[0.0019668955,0.00018475507,0.00053394184,0.0002526172,0.000080855534,0.000037313876,0.0054780846,0.00006352466,0.00004516963,0.00003509266,0.99082345,0.00049829466],"about_ca_topic_score_codex":0.022998776,"about_ca_topic_score_gemma":0.0009862848,"teacher_disagreement_score":0.90512526,"about_ca_system_score_codex":0.0003740071,"about_ca_system_score_gemma":0.0015752851,"threshold_uncertainty_score":0.9997928},"labels":[],"label_agreement":null},{"id":"W7061490303","doi":"","title":"Protecting People with Disabilities: A Guide for Non-Technical Committee Members in Understanding the Regulations Needed to Design Ethical AI","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harm; Trustworthiness; Work (physics); Publishing; Bridging (networking); Project commissioning; Outcome (game theory); Ethical standards","score_opus":0.07914974416227642,"score_gpt":0.3390958264444545,"score_spread":0.2599460822821781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061490303","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022035028,0.0000060611815,0.043895878,0.008664119,0.00007296709,0.007114323,0.00006124513,0.00007698376,0.93988806],"genre_scores_gemma":[0.02393436,0.0000060813622,0.0018905589,0.000043675904,0.0001238063,0.00003864885,0.000024301904,0.00014827479,0.9737903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99581605,0.0012764278,0.00025114912,0.000942672,0.0009111752,0.00080252875],"domain_scores_gemma":[0.9969692,0.0013969353,0.00011506408,0.0009113076,0.0002772861,0.0003301599],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021584183,0.00034840245,0.00047890758,0.0016068814,0.0012675531,0.00046898203,0.002024044,0.0003939296,0.0004905113],"category_scores_gemma":[0.00010691095,0.0003200042,0.00016539713,0.002962022,0.0006271268,0.00010287041,0.0012454892,0.0025732287,0.00003449833],"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":[0.00052089355,0.000106839485,0.00023715684,0.00013320072,0.00015769608,0.000062669526,0.001223083,0.000102543265,0.0001852537,0.6421099,0.3549834,0.000177382],"study_design_scores_gemma":[0.0016552662,0.0005001665,0.0000717162,0.0009130299,0.000104675986,0.0000034750112,0.07586775,0.0013787854,0.00007056556,0.00043318048,0.9185137,0.00048770066],"about_ca_topic_score_codex":0.044307668,"about_ca_topic_score_gemma":0.0205132,"teacher_disagreement_score":0.6416767,"about_ca_system_score_codex":0.0007445397,"about_ca_system_score_gemma":0.0012075879,"threshold_uncertainty_score":0.9999252},"labels":[],"label_agreement":null},{"id":"W7061495868","doi":"","title":"Power to Empower:&#13;\\nDesigning for Type 2 Diabetes","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Health care; Population; Public health; Scope (computer science); Intervention (counseling); Primary care; Power (physics)","score_opus":0.045051397104964204,"score_gpt":0.3198373167900522,"score_spread":0.274785919685088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061495868","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009220529,0.00011339849,0.0002899663,0.0006825618,0.000560784,0.0031397336,0.0002262329,0.00014487065,0.9939204],"genre_scores_gemma":[0.005665637,0.000023461529,0.0005804472,0.000023245651,0.00028064675,0.000005206469,0.000083958155,0.0002558414,0.99308157],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959521,0.00051208783,0.00021097189,0.0012921352,0.0009147678,0.0011179064],"domain_scores_gemma":[0.99734217,0.0002374092,0.00013417733,0.0010097789,0.00060591416,0.0006705616],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008081858,0.00045938612,0.0005792677,0.0018879838,0.00071978045,0.0005551937,0.002730464,0.00032429674,0.004513167],"category_scores_gemma":[0.00003252232,0.00054512563,0.00026325198,0.0018464675,0.0003269017,0.00012964288,0.0019043771,0.0009917802,0.0010825318],"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":[0.00017574936,0.0001087285,0.0003809482,0.00009725317,0.00032553278,0.0001389998,0.00013822656,0.0000014707138,0.00082883524,0.4711745,0.5251202,0.0015095569],"study_design_scores_gemma":[0.0009404521,0.00056420115,0.00008916983,0.0004625991,0.00009784969,5.2099404e-7,0.00226227,0.00004727165,0.00038247902,0.00007617844,0.99450517,0.00057186116],"about_ca_topic_score_codex":0.005964389,"about_ca_topic_score_gemma":0.00044554292,"teacher_disagreement_score":0.47109833,"about_ca_system_score_codex":0.00024062138,"about_ca_system_score_gemma":0.001072552,"threshold_uncertainty_score":0.9997},"labels":[],"label_agreement":null},{"id":"W7061812973","doi":"","title":"Shifting Spaces Outside of Time: Constructing Counter-Narratives Through Collage","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Electronic Arts (Canada)","funders":"","keywords":"Temporality; Privilege (computing); Identity (music); Power (physics); Generative grammar; Contemporary art; Negotiation","score_opus":0.03127493725846949,"score_gpt":0.2899256218410537,"score_spread":0.2586506845825842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061812973","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29300734,0.00035585495,0.0005327009,0.000039210085,0.00043264794,0.0005932543,0.000067653324,0.00027660403,0.70469475],"genre_scores_gemma":[0.39947188,0.00143787,0.014458051,0.0000070062947,0.0001395795,0.0000023546884,0.0006720959,0.00016869079,0.5836425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99703604,0.00048098955,0.00035848352,0.00075463904,0.0007494915,0.0006203785],"domain_scores_gemma":[0.99745446,0.00027134828,0.00032459982,0.0007448497,0.0010651646,0.00013957816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036920648,0.00044241958,0.0007637235,0.0007641788,0.0010216538,0.0002818468,0.0018173736,0.0006741373,0.0000121584735],"category_scores_gemma":[0.00011254969,0.00059870427,0.00018440573,0.0017152171,0.00058955053,0.0014890761,0.00044073825,0.0012644413,0.000020046975],"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":[0.00033727047,0.00008337505,0.00061088137,0.0006208034,0.0007015187,0.0014308109,0.009487465,0.0021234378,0.09496758,0.88739765,0.0015760236,0.00066319143],"study_design_scores_gemma":[0.0018474178,0.00027312792,0.00020443687,0.001579548,0.00017552286,0.00003847632,0.47869292,0.0006340011,0.3233506,0.00030333453,0.19146575,0.0014348514],"about_ca_topic_score_codex":0.00035281284,"about_ca_topic_score_gemma":0.0007277007,"teacher_disagreement_score":0.8870943,"about_ca_system_score_codex":0.0009921803,"about_ca_system_score_gemma":0.0007769236,"threshold_uncertainty_score":0.9996464},"labels":[],"label_agreement":null},{"id":"W7061843268","doi":"","title":"The Rod and the Ring: Remember the Future and What it Could Bring","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Narrative; Mesopotamia; Dystopia; Cognitive reframing; Dialectic; Reading (process); Theme (computing); Wonder; Geopolitics; Uncanny","score_opus":0.015996413592023997,"score_gpt":0.2629911623871616,"score_spread":0.24699474879513758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061843268","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11421149,0.015837235,0.000029972578,0.0045625996,0.0014315499,0.0013212963,0.0000104510045,0.00015351766,0.8624419],"genre_scores_gemma":[0.26483613,0.05638031,0.00003060157,0.000042789663,0.00038612937,0.0000018607033,0.00004861643,0.00010076302,0.6781728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971279,0.00075974193,0.00020590713,0.00060779427,0.0007647878,0.00053386996],"domain_scores_gemma":[0.99806696,0.00055411115,0.00008389879,0.0007606717,0.00032586657,0.0002084974],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001393238,0.0003670422,0.0003761768,0.00030870672,0.00332103,0.0021249899,0.002134501,0.00040618356,0.000003544608],"category_scores_gemma":[0.000018886205,0.00024029904,0.00018925051,0.0009230157,0.0007762328,0.0012058483,0.000515124,0.0023246852,0.00001568922],"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":[0.0012492472,0.000021236352,0.000049067894,0.000358446,0.0010167636,0.000634876,0.0074755913,0.00035251657,0.0007077419,0.9740843,0.0044185496,0.009631672],"study_design_scores_gemma":[0.000932019,0.000034046767,0.0005595438,0.0006040432,0.00049139187,0.00003109071,0.084469564,0.0030013532,0.00052359403,0.00015962054,0.9088348,0.00035889164],"about_ca_topic_score_codex":0.0006053475,"about_ca_topic_score_gemma":0.0027640073,"teacher_disagreement_score":0.9739247,"about_ca_system_score_codex":0.00040255854,"about_ca_system_score_gemma":0.00018781137,"threshold_uncertainty_score":0.999977},"labels":[],"label_agreement":null},{"id":"W7062046647","doi":"","title":"TECH talk CE: The vaccine cold-chain","year":2007,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certification; Accreditation; Technician; Pharmacy technician; Pharmacy; Publishing; Pharmacy practice","score_opus":0.02524885702039044,"score_gpt":0.281661035462034,"score_spread":0.2564121784416436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062046647","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005843993,0.000104881314,0.00035571482,0.0009122959,0.00023910185,0.0028033108,0.00012875829,0.00012542917,0.9947461],"genre_scores_gemma":[0.005186004,0.000111968155,0.0001699722,0.000024371991,0.00042068367,0.0000024235708,0.00007185742,0.00016764777,0.99384505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945876,0.0011743949,0.0002718337,0.0011311872,0.0015896948,0.0012453186],"domain_scores_gemma":[0.9964841,0.00038472223,0.00030449076,0.0017047431,0.0005528272,0.00056914473],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015835246,0.0005192144,0.0005907487,0.0020083115,0.0018684964,0.0004059542,0.004948776,0.00044001048,0.008849575],"category_scores_gemma":[0.000021096343,0.0005081983,0.00027975027,0.0026683486,0.000702825,0.00014162087,0.0027035999,0.002071916,0.00037237318],"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":[0.00020324616,0.0002104219,0.0007010002,0.000038540125,0.00026618462,0.0007426703,0.000065674416,0.0000012617429,0.00057016214,0.6785402,0.3140057,0.0046548704],"study_design_scores_gemma":[0.001926191,0.0002048468,0.0003332392,0.00018681007,0.000095454765,0.0000048653806,0.0036687169,0.00005661157,0.0005173941,0.000023545826,0.992461,0.0005212716],"about_ca_topic_score_codex":0.040606346,"about_ca_topic_score_gemma":0.0022827494,"teacher_disagreement_score":0.6785167,"about_ca_system_score_codex":0.00031441482,"about_ca_system_score_gemma":0.0012674291,"threshold_uncertainty_score":0.99973696},"labels":[],"label_agreement":null},{"id":"W7062132486","doi":"","title":"A Systems Perspective on Canadian&#13;\\nImmigration","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Settlement (finance); Population; Immigration policy; Perspective (graphical); Intervention (counseling)","score_opus":0.02116171662543027,"score_gpt":0.2293370145614623,"score_spread":0.20817529793603204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062132486","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007022608,0.00012219527,0.00017271038,0.000045302746,0.00066309527,0.00074928015,0.00009716621,0.0003849968,0.997063],"genre_scores_gemma":[0.16062935,0.0002438735,0.000031523177,0.0000060008883,0.00033966082,7.198104e-7,0.000047286514,0.0003584539,0.83834314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977785,0.00025370298,0.00011844255,0.0006026927,0.00052445236,0.00072222657],"domain_scores_gemma":[0.9983246,0.000062379324,0.00006688323,0.00072287134,0.00022808135,0.00059522915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024637193,0.00039467527,0.00045134054,0.0016583223,0.00051339145,0.00031011173,0.0014107936,0.00051621895,0.00001039515],"category_scores_gemma":[0.000013073678,0.0005103798,0.00012317012,0.00091993134,0.00015724094,0.00031291557,0.00015852398,0.0010937031,0.0003927177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037822887,0.000024739807,0.000017505507,0.000090337155,0.0002479057,0.0005346019,0.0001515025,0.0020311058,0.00025262524,0.8816207,0.114912845,0.00007829017],"study_design_scores_gemma":[0.00048529153,0.0001252509,0.0000806873,0.00038041975,0.000045714587,0.000008994075,0.0017082568,0.003963599,0.00002830521,0.000009933426,0.9926379,0.0005256869],"about_ca_topic_score_codex":0.29896197,"about_ca_topic_score_gemma":0.06672895,"teacher_disagreement_score":0.8816108,"about_ca_system_score_codex":0.0038257344,"about_ca_system_score_gemma":0.00041537345,"threshold_uncertainty_score":0.9999984},"labels":[],"label_agreement":null},{"id":"W7062244399","doi":"","title":"In the Space of a Day","year":2014,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Situated; Intersection (aeronautics); Performative utterance; Studio; Narrative; Architecture; Movement (music); Space (punctuation)","score_opus":0.02547355030201615,"score_gpt":0.2968895387574041,"score_spread":0.27141598845538795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062244399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09889881,0.000018898063,0.000031142587,0.0005649936,0.00019414927,0.0013351941,0.000029509432,0.000009008839,0.8989183],"genre_scores_gemma":[0.3062182,0.000028813187,0.000044077075,0.0000063781927,0.00009225466,0.0000016314673,0.0001374648,0.000016530968,0.6934546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949767,0.0021930442,0.0002627835,0.0006751979,0.0012642659,0.00062800583],"domain_scores_gemma":[0.9973088,0.00056519156,0.00027044746,0.0009954515,0.0006698441,0.00019029673],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001893043,0.00028911894,0.00048396006,0.001062366,0.0007728422,0.00019353094,0.003876175,0.00023403003,0.0005846507],"category_scores_gemma":[0.0000337302,0.00029089407,0.00020774578,0.0017527356,0.00035003893,0.00020957703,0.0005136633,0.0014469945,0.000050716222],"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":[0.00043810665,0.0002914338,0.0016283036,0.000097172044,0.00009656874,0.00024179563,0.0013981953,0.0000047610256,0.0016480961,0.9806645,0.010569128,0.0029219291],"study_design_scores_gemma":[0.0015967519,0.0002749425,0.007240587,0.00022641334,0.00007383554,0.0000011084037,0.030931031,0.00009782998,0.0019170438,0.00014517858,0.9571484,0.00034692755],"about_ca_topic_score_codex":0.031257845,"about_ca_topic_score_gemma":0.0037225883,"teacher_disagreement_score":0.98051935,"about_ca_system_score_codex":0.00013570108,"about_ca_system_score_gemma":0.0012054768,"threshold_uncertainty_score":0.99995434},"labels":[],"label_agreement":null},{"id":"W7062570446","doi":"","title":"“yaa tahay?”: exploring the evolutions of a cultural identity","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Somali; Futures contract; Identity (music); Narrative; Cultural identity; Citizen journalism","score_opus":0.10827387901288107,"score_gpt":0.3040014579221185,"score_spread":0.19572757890923745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062570446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039040255,0.000054917164,0.0015575875,0.0002167308,0.0002776545,0.0007488474,0.000163876,0.00005054398,0.99302584],"genre_scores_gemma":[0.13796201,0.0000860562,0.0005826459,0.000005364594,0.00034806467,5.352417e-7,0.000049746217,0.00010087251,0.8608647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733263,0.00064103486,0.00018304429,0.00063318375,0.0006837235,0.00052637025],"domain_scores_gemma":[0.9982644,0.00011499214,0.00030649433,0.0006721195,0.00036040903,0.0002816012],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00030008843,0.00031495883,0.00048243452,0.00041628553,0.0013538346,0.00020652318,0.0020803108,0.00014911091,0.00003175701],"category_scores_gemma":[0.000014871237,0.00030723528,0.00029123356,0.0011092515,0.000875829,0.00094813056,0.001378055,0.0010187982,0.00006395378],"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":[0.0000887255,0.00009292023,0.00068965333,0.000030035984,0.00044970814,0.00014516499,0.0005171779,0.00002340568,0.00042103618,0.96831006,0.028993772,0.00023835899],"study_design_scores_gemma":[0.00078886386,0.00010208768,0.0007690318,0.00028123753,0.00018907212,0.000002572277,0.015546282,0.00015755229,0.00022813324,0.00017022922,0.9813611,0.00040386262],"about_ca_topic_score_codex":0.016610457,"about_ca_topic_score_gemma":0.00049155985,"teacher_disagreement_score":0.9681398,"about_ca_system_score_codex":0.0003548208,"about_ca_system_score_gemma":0.00049322564,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W7062604902","doi":"","title":"ULOU: Universal Language of Understanding&#13;\\n&#13;\\nDesigning a set of universal health care icons","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Signage; Universal design; Health care; Set (abstract data type); Icon; Action (physics); Citizen journalism","score_opus":0.04786568162729041,"score_gpt":0.3151582430029956,"score_spread":0.26729256137570523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062604902","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017424423,0.00012463624,0.0013124838,0.00045546814,0.00015718419,0.0017927287,0.0010269834,0.00007830934,0.99330974],"genre_scores_gemma":[0.07933539,0.00013886006,0.00021256375,0.000005986185,0.00013692671,6.1231856e-7,0.00016014656,0.00014051767,0.919869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945747,0.0016117016,0.00038675338,0.0010267926,0.001352877,0.0010471393],"domain_scores_gemma":[0.99648994,0.00037292513,0.00076881814,0.0011954888,0.00055548584,0.0006173646],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000707258,0.0005156271,0.001015523,0.0023883611,0.00078064424,0.000094815645,0.0029513254,0.00036868823,0.003704363],"category_scores_gemma":[0.000015963053,0.0005834094,0.00035632486,0.0014167558,0.0014470076,0.00022107347,0.0016619371,0.0009742951,0.000051464674],"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":[0.00061943155,0.00019428674,0.0019516441,0.00039635523,0.00069348025,0.00040747033,0.0031341314,0.0000045172305,0.0012121273,0.88967896,0.09832851,0.0033791075],"study_design_scores_gemma":[0.0047374675,0.00072740973,0.00017521268,0.0012013742,0.0001557351,0.000002870997,0.14505906,0.000031362608,0.00087099534,0.00003995422,0.84632295,0.00067559176],"about_ca_topic_score_codex":0.09230031,"about_ca_topic_score_gemma":0.0064988774,"teacher_disagreement_score":0.88963896,"about_ca_system_score_codex":0.0010479222,"about_ca_system_score_gemma":0.0039783805,"threshold_uncertainty_score":0.99966174},"labels":[],"label_agreement":null},{"id":"W7062635337","doi":"","title":"Traces Retraced: Reconstructing Identity","year":2018,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":"Terminology; Identity (music); Meaning (existential); Indigenous; Statement (logic); Term (time); Identification (biology)","score_opus":0.03522513663434362,"score_gpt":0.2954547449228977,"score_spread":0.26022960828855407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062635337","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33081022,0.00017889627,0.0001839999,0.000019338684,0.0008400014,0.00047505068,0.00003300141,0.00025060528,0.6672089],"genre_scores_gemma":[0.3810162,0.0009906625,0.0014324083,0.000004177246,0.0003122654,7.789577e-7,0.00029504244,0.00013761928,0.6158109],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957872,0.00073297875,0.000378526,0.0010247579,0.001176027,0.00090049364],"domain_scores_gemma":[0.99739105,0.00015891858,0.00021399312,0.0009271239,0.00081086584,0.000498035],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010675361,0.00053366966,0.0007088012,0.0014830505,0.0020611787,0.0005411223,0.00366727,0.0009844531,0.00004888758],"category_scores_gemma":[0.000036511803,0.0006897589,0.0003668673,0.0021809032,0.00045090052,0.0028478964,0.00027140125,0.0021793293,0.00017504048],"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":[0.0016291933,0.00023320671,0.0016084262,0.0011032701,0.0019056302,0.0031967226,0.0041959267,0.00039954841,0.024520027,0.9440614,0.0048268144,0.012319829],"study_design_scores_gemma":[0.0025390005,0.00038937197,0.0039793313,0.0020571789,0.0009707513,0.00008586633,0.03766822,0.003480846,0.039523013,0.00040758567,0.90634435,0.0025544942],"about_ca_topic_score_codex":0.0012478995,"about_ca_topic_score_gemma":0.0024885945,"teacher_disagreement_score":0.9436538,"about_ca_system_score_codex":0.0014775505,"about_ca_system_score_gemma":0.0004925146,"threshold_uncertainty_score":0.99955535},"labels":[],"label_agreement":null},{"id":"W7062800256","doi":"","title":"Virtual Pet Companion&#13;\\nA digital console to enhance the Experience of Children with Cerebral Palsy","year":2016,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Cerebral palsy; Service (business); Assistive technology; Rehabilitation; Virtual reality; Video game; Motor area","score_opus":0.013807950329808166,"score_gpt":0.27676051679401537,"score_spread":0.26295256646420717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062800256","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49127156,0.000005841517,0.000112411966,0.00014406141,0.0000641779,0.0011287507,0.00015374701,0.000014502779,0.50710493],"genre_scores_gemma":[0.578621,0.000007791679,0.000028753437,0.0000040690466,0.00005044187,0.0000026636046,0.00014891174,0.000017825663,0.4211186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614984,0.0005398772,0.00027758337,0.0009265236,0.0013669021,0.00073930365],"domain_scores_gemma":[0.996895,0.00029797357,0.0002966606,0.0010229986,0.001047705,0.00043966406],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003749431,0.00038432912,0.0005096027,0.000550138,0.0014779298,0.0003869196,0.0034481029,0.00011905511,0.0006585835],"category_scores_gemma":[0.00002297583,0.00031851415,0.00017274686,0.0011354784,0.00076233014,0.00040909427,0.0009690201,0.00082867243,0.00008339469],"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":[0.0031276562,0.0006547275,0.06375301,0.000055216304,0.0007220685,0.0002310793,0.0040362356,0.000010895416,0.005188637,0.8858017,0.004276295,0.032142498],"study_design_scores_gemma":[0.008015757,0.0039983853,0.19394842,0.0021761965,0.00039203573,0.000030274881,0.18125412,0.000115032366,0.05686023,0.00007494848,0.5500696,0.0030650117],"about_ca_topic_score_codex":0.011641243,"about_ca_topic_score_gemma":0.0012181879,"teacher_disagreement_score":0.88572675,"about_ca_system_score_codex":0.00015128349,"about_ca_system_score_gemma":0.0013517746,"threshold_uncertainty_score":0.9999267},"labels":[],"label_agreement":null},{"id":"W7062958073","doi":"","title":"Why is it so hard to think about the future? An autoethnographic exploration of future thinking and the future self","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Futures studies; Work (physics); Face (sociological concept); Cognitive reframing; Autoethnography","score_opus":0.03553098167104537,"score_gpt":0.27761541149897506,"score_spread":0.2420844298279297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062958073","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034654618,0.011187506,0.0059980024,0.02637621,0.0026108588,0.004021605,0.00018168047,0.001350584,0.94480807],"genre_scores_gemma":[0.0038328636,0.050637957,0.016809307,0.0013876836,0.0035406952,0.000012415578,0.00026204716,0.0006719581,0.92284507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675685,0.0008745725,0.00022678131,0.0007542677,0.0008699688,0.0005175748],"domain_scores_gemma":[0.9975808,0.000106133164,0.00019074886,0.0015093342,0.00041458404,0.0001983559],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007182235,0.00045038253,0.0005535612,0.0010316902,0.001808261,0.00047162562,0.0029593876,0.0008275597,0.000022157543],"category_scores_gemma":[0.000014428482,0.0003796569,0.00018076853,0.0020848664,0.00081944594,0.0010657588,0.00096981815,0.0016360461,0.0000063947477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001682965,0.00004560479,0.000053254826,0.00016594607,0.0004887747,0.0001698504,0.01174098,0.0005091551,0.00029262676,0.7735621,0.21149123,0.0013122254],"study_design_scores_gemma":[0.00087840785,0.00008562468,0.000077035555,0.0001873394,0.00009826577,0.000009699974,0.061196495,0.00038196598,0.00054285285,0.00013926878,0.936016,0.00038700493],"about_ca_topic_score_codex":0.00053205097,"about_ca_topic_score_gemma":0.0035680865,"teacher_disagreement_score":0.7734228,"about_ca_system_score_codex":0.00033793968,"about_ca_system_score_gemma":0.00028603163,"threshold_uncertainty_score":0.99986553},"labels":[],"label_agreement":null},{"id":"W7062987714","doi":"","title":"Waves of Change: A case study of Drawdown Toronto in the climate action space","year":2022,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drawdown (hydrology); Greenhouse gas; Climate change; Tipping point (physics); Service (business); Point (geometry)","score_opus":0.12481194534753026,"score_gpt":0.3461178596427872,"score_spread":0.22130591429525692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7062987714","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44116646,0.000025184845,0.0000012495141,0.0000122795345,0.00006083306,0.0008467922,0.000036703113,0.000009087839,0.5578414],"genre_scores_gemma":[0.78497416,0.00006093079,0.000019157806,0.0000011796946,0.00005834281,0.000002544549,0.000015575617,0.000033956214,0.21483415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758863,0.0009805305,0.00015705207,0.00038056605,0.00052786985,0.00036533107],"domain_scores_gemma":[0.9989115,0.00008947824,0.00027019472,0.000552225,0.000096976255,0.000079598656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006544428,0.00018853696,0.00034567184,0.0004238748,0.0005526033,0.000044746797,0.0011972688,0.00008989721,0.00012130821],"category_scores_gemma":[0.0000024614824,0.00019199174,0.000083042825,0.0008211411,0.00017471964,0.0004821229,0.0006744931,0.0004889876,0.000004312843],"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":[0.0018068982,0.0040657977,0.307472,0.00046268353,0.00109026,0.00845998,0.044642698,0.000028730414,0.0009971586,0.61740935,0.008786152,0.00477832],"study_design_scores_gemma":[0.0036814157,0.0011443613,0.010219784,0.00016345581,0.00015663399,0.000035127934,0.39170483,0.00009501803,0.0004942523,0.000006396521,0.5917917,0.0005070272],"about_ca_topic_score_codex":0.12642714,"about_ca_topic_score_gemma":0.018873435,"teacher_disagreement_score":0.617403,"about_ca_system_score_codex":0.0003698221,"about_ca_system_score_gemma":0.00022097262,"threshold_uncertainty_score":0.9990296},"labels":[],"label_agreement":null},{"id":"W7063002876","doi":"","title":"Xantolo: What Death Requires","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Indigenous; Ceremony; Politics; Harmony (color); Resistance (ecology); Harmony with nature; Exhibition; Framing (construction)","score_opus":0.05733467395355629,"score_gpt":0.32415827115342755,"score_spread":0.26682359719987125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063002876","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43264008,0.00015548374,0.000007871726,0.00006417088,0.00067850505,0.0004336287,0.00002148495,0.00005557025,0.56594324],"genre_scores_gemma":[0.47837523,0.0002230048,0.000052904958,0.000003698091,0.00016761282,0.000001066654,0.00028885913,0.000033475113,0.5208542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99679464,0.00041363915,0.00023820106,0.00095484016,0.00077363336,0.0008250574],"domain_scores_gemma":[0.9982215,0.000117513475,0.00017249484,0.0006372057,0.00047723195,0.0003740214],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00051372364,0.0004147168,0.00047021106,0.00081299955,0.0016268594,0.0011943101,0.0021014612,0.00031940785,0.000031473835],"category_scores_gemma":[0.0000059871945,0.00049085304,0.00024734132,0.0012638612,0.00019117977,0.0027841786,0.00047387558,0.0013876171,0.000470061],"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":[0.00068177254,0.000113436334,0.0045588086,0.00013562861,0.0004564238,0.0007650698,0.0018380607,0.000007464121,0.0020108921,0.9835371,0.0017760332,0.0041193147],"study_design_scores_gemma":[0.0017635947,0.00027688217,0.009226999,0.001658903,0.00036542298,0.000008016622,0.041045625,0.00043572352,0.023862507,0.0009992754,0.91891134,0.0014456884],"about_ca_topic_score_codex":0.0026455335,"about_ca_topic_score_gemma":0.00043663237,"teacher_disagreement_score":0.9825378,"about_ca_system_score_codex":0.0006198325,"about_ca_system_score_gemma":0.0013555727,"threshold_uncertainty_score":0.9998425},"labels":[],"label_agreement":null},{"id":"W7063025366","doi":"","title":"Why the 90s Were so Sexy: locating sexuality, pleasure and desire in work produced by Indigenous women identified artists during the 1990s and early 2000s in Canada","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Pleasure; Sovereignty; Colonialism; Human sexuality; Politics; Thematic analysis","score_opus":0.017052253326546012,"score_gpt":0.22931362065198685,"score_spread":0.21226136732544085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063025366","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61602366,0.00021300881,0.0000037365671,0.0011923817,0.000050170172,0.0021216727,0.000064704174,0.000017706185,0.38031298],"genre_scores_gemma":[0.44071314,0.00007290929,0.000009175161,0.000027983468,0.00007321475,0.000005819832,0.0000148262225,0.000063171035,0.55901974],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99555254,0.0014772804,0.00024394643,0.0009080189,0.0009010044,0.00091721467],"domain_scores_gemma":[0.9984293,0.000235925,0.00020235899,0.0006772648,0.000107777676,0.0003473955],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00093677273,0.00033614243,0.00045706026,0.00042727648,0.0013178722,0.00053067476,0.0017730405,0.00015032674,0.00022319247],"category_scores_gemma":[0.000023907962,0.00031272744,0.00003910881,0.0014147024,0.0005425369,0.00013538059,0.0017209854,0.0015600402,0.0000044302824],"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":[0.0016702786,0.0004960895,0.75570697,0.0009259036,0.0009306312,0.003356367,0.017480407,0.000025673251,0.0022296952,0.062557854,0.13031961,0.024300544],"study_design_scores_gemma":[0.0024357256,0.00012173264,0.09671443,0.00043752484,0.000037774105,0.0000038635358,0.03558354,0.00003570522,0.00019658527,0.000015117051,0.8637711,0.0006469309],"about_ca_topic_score_codex":0.92043906,"about_ca_topic_score_gemma":0.69244015,"teacher_disagreement_score":0.7334515,"about_ca_system_score_codex":0.00074767414,"about_ca_system_score_gemma":0.0025141228,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W7063875643","doi":"","title":"\"...Aaand Scene!\": Moving Towards a Future for the Independent Theatre Landscape in Toronto","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Relation (database); Foundation (evidence); Set (abstract data type); Sustainable development","score_opus":0.020862568556376655,"score_gpt":0.28375977728182594,"score_spread":0.2628972087254493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7063875643","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004816097,0.0004133011,0.00016550759,0.0008556481,0.0003928721,0.003959652,0.0001679584,0.000043668384,0.9935198],"genre_scores_gemma":[0.009077776,0.0003255354,0.00013714744,0.000012569148,0.0005766443,0.00000704365,0.00006912983,0.000119477765,0.9896747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99618673,0.0006846276,0.00021065163,0.00097103126,0.0010299863,0.0009169864],"domain_scores_gemma":[0.99775404,0.00028798162,0.00019747365,0.0011785161,0.0002952858,0.0002866897],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094789034,0.00041380516,0.0005445367,0.0006347482,0.0008512971,0.00037973962,0.0033691868,0.00038463494,0.0027046944],"category_scores_gemma":[0.000008079254,0.00038238865,0.0002619507,0.0007068811,0.0002627047,0.00019858616,0.0016402678,0.0010830264,0.000058057787],"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":[0.00070196256,0.00029043705,0.0047678477,0.00014773887,0.00043027967,0.00018676098,0.0003718632,0.000008814356,0.00010406107,0.7637902,0.17973919,0.049460847],"study_design_scores_gemma":[0.0029616079,0.00018780032,0.0017731981,0.00021535926,0.00007687292,0.0000014969673,0.021910662,0.0003668486,0.000033543474,0.000010538834,0.9720534,0.00040863885],"about_ca_topic_score_codex":0.116530284,"about_ca_topic_score_gemma":0.03777904,"teacher_disagreement_score":0.79231423,"about_ca_system_score_codex":0.000541376,"about_ca_system_score_gemma":0.001554536,"threshold_uncertainty_score":0.9998628},"labels":[],"label_agreement":null},{"id":"W7064116190","doi":"","title":"Addressing Health Inequities in Cannabis Research: Developing an Inclusion Tool to Support the Production of Gender-Inclusive Public Health Research","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Public health; Cannabis; Harm; Consumption (sociology); Mental health; Harm reduction; Public policy","score_opus":0.37690484622705456,"score_gpt":0.4375574445797254,"score_spread":0.06065259835267084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064116190","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00865841,0.00008638402,0.00009013228,0.026208065,0.0003227762,0.0064954646,0.0001473679,0.00012620728,0.9578652],"genre_scores_gemma":[0.041121867,0.00036372244,0.00041765548,0.000049266026,0.0003964151,0.000020949197,0.0001278244,0.00027892634,0.95722336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97948664,0.010992077,0.0006845808,0.0016898295,0.0045473743,0.0025994983],"domain_scores_gemma":[0.99366784,0.0006208216,0.0004571136,0.0018179876,0.002527971,0.00090824853],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.023634858,0.0004352889,0.0009047495,0.0072566755,0.0067238887,0.00050183584,0.005062233,0.00030673147,0.00058282877],"category_scores_gemma":[0.00047445824,0.00045416347,0.00013841942,0.008747375,0.0015329801,0.0004883738,0.014636515,0.003272125,0.00008038556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002910172,0.00040652623,0.0012749432,0.00042209032,0.0001377643,0.00020193127,0.009522056,0.000012848678,0.00022934435,0.6311575,0.30554497,0.050799012],"study_design_scores_gemma":[0.0007887601,0.00091547176,0.0019861425,0.0011135038,0.0000067730853,0.0000025916524,0.051102627,0.000043808766,0.00012773045,0.00014022239,0.94336593,0.00040641942],"about_ca_topic_score_codex":0.2373956,"about_ca_topic_score_gemma":0.08481171,"teacher_disagreement_score":0.63782096,"about_ca_system_score_codex":0.0032610365,"about_ca_system_score_gemma":0.020897113,"threshold_uncertainty_score":0.999791},"labels":[],"label_agreement":null},{"id":"W7064245875","doi":"","title":"Artificial Intelligence (AI) in Graphic Design: Identifying Benefits, Challenges, and Ethical Considerations","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Ontario College of Art and Design","funders":"","keywords":"Transparency (behavior); Graphic design; Perception; Graphic communication; Communication design; Intellectual property","score_opus":0.1821221657803627,"score_gpt":0.3497135382058284,"score_spread":0.1675913724254657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064245875","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015850781,0.0012631702,0.00061348575,0.0030118409,0.00017100704,0.0014864133,0.000047181868,0.000069153066,0.99317926],"genre_scores_gemma":[0.03472518,0.0020857346,0.0005961927,0.000022983091,0.00017768046,0.000003993663,0.000027350954,0.00013196775,0.9622289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956865,0.0014303875,0.00027356227,0.0011257424,0.0008110231,0.0006728178],"domain_scores_gemma":[0.99821395,0.0004187169,0.00011255115,0.00062695594,0.00026084873,0.00036697593],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013096983,0.00034499634,0.0004644104,0.002245562,0.0005904714,0.00051468285,0.0010761644,0.00054645113,0.0010562101],"category_scores_gemma":[0.000036362242,0.00042873053,0.00011969679,0.0010442708,0.00076777727,0.00012291541,0.001432411,0.0028140114,0.00015658914],"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":[0.000087316905,0.00012106295,0.00005718123,0.00012855094,0.00014937358,0.0008783612,0.00042687394,0.0000060708403,0.00012734727,0.9587988,0.021428084,0.01779093],"study_design_scores_gemma":[0.0005367649,0.0002829965,0.00035921313,0.0013737074,0.00014068025,0.000011809339,0.011716994,0.0006742292,0.00029391458,0.008840704,0.97491264,0.00085635344],"about_ca_topic_score_codex":0.01073581,"about_ca_topic_score_gemma":0.0061449395,"teacher_disagreement_score":0.95348454,"about_ca_system_score_codex":0.00013789248,"about_ca_system_score_gemma":0.00086270954,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W7064271890","doi":"","title":"Beyond the Horizon: The Future of Corporate Social Responsibility","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Scrutiny; Sustainability; Profitability index; Focus (optics); Preparedness; Resilience (materials science)","score_opus":0.034573665481035194,"score_gpt":0.2859751715177524,"score_spread":0.25140150603671724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064271890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016725231,0.00027438172,0.000022255748,0.003872417,0.000461191,0.0019504585,0.0003180984,0.000054220356,0.99137443],"genre_scores_gemma":[0.011675617,0.00008180376,0.00003863904,0.000011156719,0.0008035598,0.0000020098646,0.000044738408,0.00010818309,0.9872343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99446225,0.0024327238,0.0002480893,0.00087877316,0.0013139315,0.00066423067],"domain_scores_gemma":[0.99720204,0.0002866234,0.00040282804,0.0013696229,0.00052832783,0.00021056946],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018228219,0.00037237248,0.000495996,0.00067142904,0.0015487185,0.00032667565,0.004193887,0.00032287085,0.0022635697],"category_scores_gemma":[0.000011079001,0.00028514295,0.0003421689,0.0020560713,0.001948506,0.0000951974,0.0025048528,0.001973669,0.00019632682],"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":[0.00029136907,0.000092936294,0.0002122525,0.00006154012,0.00026999516,0.00014529214,0.00022142945,2.3494546e-7,0.00015674632,0.62493974,0.36805055,0.0055578975],"study_design_scores_gemma":[0.0006900468,0.00020252148,0.0005148925,0.000090158166,0.0001508535,0.0000018074768,0.008811627,0.000018576724,0.00011114655,0.0006754192,0.9884538,0.0002791171],"about_ca_topic_score_codex":0.010395286,"about_ca_topic_score_gemma":0.0018382308,"teacher_disagreement_score":0.62426436,"about_ca_system_score_codex":0.00016663992,"about_ca_system_score_gemma":0.0016502975,"threshold_uncertainty_score":0.99996006},"labels":[],"label_agreement":null},{"id":"W7064339258","doi":"","title":"Between Hope and Hardship: Financial Resilience Through the Eyes of Everyday Canadians – Reimagining Financial Well-Being by Uncovering Hidden Needs in Canada’s Urban Centres","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological resilience; Toll; Qualitative research; Incentive; Empathy; Financial services; Resilience (materials science); Financial literacy; Everyday life","score_opus":0.008689413404130571,"score_gpt":0.22738832469436235,"score_spread":0.21869891129023178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064339258","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012384328,0.00012873784,0.000073766125,0.0011754946,0.00014778372,0.0010608159,0.0003555036,0.000015041434,0.98465854],"genre_scores_gemma":[0.1328573,0.00012858602,0.00006770328,0.00002309085,0.0001245471,0.0000011563359,0.000047497408,0.000041642204,0.86670846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645495,0.0007853755,0.0002822845,0.00071319117,0.0008915462,0.0008726691],"domain_scores_gemma":[0.998195,0.0004018714,0.0002361511,0.0006636731,0.0002306092,0.00027268328],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004750877,0.00035121373,0.00058199785,0.0008221876,0.00076601363,0.00016168036,0.0023130218,0.00019327315,0.00038525957],"category_scores_gemma":[0.00006298408,0.00035850698,0.00009152966,0.0015557948,0.0005881467,0.00019424643,0.0014333492,0.0013225953,0.0000036262882],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017597461,0.000055814882,0.12888049,0.00013886837,0.00013900208,0.00034471755,0.0009988925,0.00001201402,0.00010444625,0.47034168,0.39081338,0.00799473],"study_design_scores_gemma":[0.0009597434,0.00006448092,0.011201953,0.0005494683,0.000059838356,4.4411775e-7,0.0058169016,0.000022764267,0.0002016155,0.000053115895,0.98071516,0.00035450145],"about_ca_topic_score_codex":0.99341506,"about_ca_topic_score_gemma":0.90327865,"teacher_disagreement_score":0.5899018,"about_ca_system_score_codex":0.00074542296,"about_ca_system_score_gemma":0.014763888,"threshold_uncertainty_score":0.9998867},"labels":[],"label_agreement":null},{"id":"W7064469166","doi":"","title":"A+ COMICS! an anarchistic, autoethnographic approach analyzing and adapting an absent, abject, AMAB abomination (aka ABOMINATRIX); and also, &#13;\\naccommodating an author’s adult ADHD &amp; anxiety awaiting an apocalypse… academically approved, ACAB.","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autoethnography; Marketing buzz; Comics; Performative utterance; Foregrounding; Cartoonist; Posthuman","score_opus":0.056679398885765515,"score_gpt":0.3296282454134442,"score_spread":0.2729488465276787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064469166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6647587,0.000039956187,0.0012886885,0.00019473645,0.00007343315,0.001853828,0.00014248211,0.00016834309,0.33147988],"genre_scores_gemma":[0.9317706,0.00017907498,0.011186662,0.000021799518,0.00047448074,0.000011501813,0.0053084763,0.00019902912,0.050848376],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9908556,0.0031220883,0.0006732658,0.0025582996,0.0014880386,0.0013027561],"domain_scores_gemma":[0.9946615,0.0003122782,0.00077731797,0.0012001132,0.0012471617,0.0018016009],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025509351,0.0008240903,0.001000009,0.0021128182,0.003533181,0.0013505538,0.0029768655,0.00077522214,0.00006156162],"category_scores_gemma":[0.00012597335,0.0010638118,0.0001983227,0.0021732897,0.000743118,0.0018737832,0.0012219187,0.0035731937,0.0000034442673],"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":[0.0026987435,0.0014286973,0.02924534,0.00081189227,0.00063766935,0.00019607047,0.015332318,0.00008516122,0.031788163,0.7588306,0.00047722,0.15846811],"study_design_scores_gemma":[0.011644644,0.0031990907,0.05884864,0.0012566814,0.0014937905,0.000049096554,0.47621563,0.36230853,0.0015323419,0.00058283785,0.07737208,0.0054966277],"about_ca_topic_score_codex":0.03800239,"about_ca_topic_score_gemma":0.0076099294,"teacher_disagreement_score":0.7582478,"about_ca_system_score_codex":0.00024579532,"about_ca_system_score_gemma":0.0009407743,"threshold_uncertainty_score":0.9996861},"labels":[],"label_agreement":null},{"id":"W7064654843","doi":"","title":"Creating Learning Communities: an analysis of public events at the Art Gallery of Ontario and the Toronto Biennial of Art","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art gallery; Agency (philosophy); Context (archaeology); Colonialism; Institution; The arts; Relation (database); Exhibition; Event (particle physics)","score_opus":0.038528987194716285,"score_gpt":0.2741292464453449,"score_spread":0.23560025925062864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064654843","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035877813,0.00004241188,0.00005750787,0.0002249522,0.000027835738,0.0008803392,0.00007290092,0.000011042386,0.9628052],"genre_scores_gemma":[0.086771496,0.0001555474,0.00005767849,0.000003414162,0.000029337847,9.83624e-7,0.00015267433,0.00003311785,0.9127957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954118,0.002592498,0.00028936475,0.00037930472,0.00095727865,0.00036974702],"domain_scores_gemma":[0.9973442,0.0005661259,0.000551256,0.00086747226,0.0004587623,0.00021217407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013840959,0.00023179874,0.0007409099,0.0005863027,0.00088734186,0.000080677084,0.0021700745,0.00013690806,0.0072090225],"category_scores_gemma":[0.000022452507,0.00019582297,0.0002626981,0.0010847833,0.001442749,0.00015778306,0.0023691566,0.0007772496,0.000005067939],"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":[0.002200109,0.000651631,0.14062865,0.00020238436,0.0079224575,0.000047282134,0.017439138,0.00009041768,0.000595039,0.80369645,0.021810269,0.004716132],"study_design_scores_gemma":[0.0019453086,0.0003003868,0.005726769,0.000118765536,0.000635354,4.4179694e-7,0.04209251,0.00059722306,0.000050300627,0.0000042448582,0.94833905,0.00018967963],"about_ca_topic_score_codex":0.55290467,"about_ca_topic_score_gemma":0.4877293,"teacher_disagreement_score":0.92652875,"about_ca_system_score_codex":0.00031489815,"about_ca_system_score_gemma":0.0011837166,"threshold_uncertainty_score":0.99369854},"labels":[],"label_agreement":null},{"id":"W7064794320","doi":"","title":"In Black & White & Red/بالأبيض وأسود وأحمر","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Resistance (ecology); Censorship; Narrative; Government (linguistics); Indigenous; Colonialism; State (computer science)","score_opus":0.023645687533254665,"score_gpt":0.28371766264011594,"score_spread":0.26007197510686125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064794320","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006080949,0.00004784334,0.00011348291,0.00191465,0.0002486261,0.0021504015,0.00016212181,0.0000869852,0.99466777],"genre_scores_gemma":[0.00409306,0.00015552632,0.00023377211,0.000026148091,0.00027092904,0.0000020313935,0.00008787746,0.00011562655,0.995015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99440384,0.0014469535,0.00031060624,0.0014156041,0.0011805986,0.0012423907],"domain_scores_gemma":[0.99706495,0.00020270774,0.00023934135,0.0015393005,0.00046019274,0.0004934882],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080700824,0.0005283016,0.000808282,0.0030362296,0.0006881563,0.0003671924,0.004165334,0.00048041315,0.011166805],"category_scores_gemma":[0.00002418619,0.0006725329,0.00026338393,0.0027180722,0.0008512414,0.00024349218,0.002866858,0.0020471248,0.0003997991],"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":[0.0002310752,0.00027008727,0.004097865,0.00008362961,0.00017638583,0.0008498998,0.000109033026,0.0000046793366,0.000170822,0.58986783,0.40225646,0.0018822029],"study_design_scores_gemma":[0.0026123514,0.0001420157,0.0020752677,0.0005102062,0.00006759014,0.0000010376209,0.0031423555,0.00009612036,0.00008917985,0.00007744467,0.9906076,0.00057879346],"about_ca_topic_score_codex":0.056632258,"about_ca_topic_score_gemma":0.0027429527,"teacher_disagreement_score":0.5897904,"about_ca_system_score_codex":0.00043090247,"about_ca_system_score_gemma":0.002282074,"threshold_uncertainty_score":0.9995726},"labels":[],"label_agreement":null},{"id":"W7064931733","doi":"","title":"Create &amp; Grow Strong:&#13;\\nUsing Creative Exploration, Expression &amp; Celebration to Foster Resilience in Youth","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":0,"is_retracted":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; Feeling; Hopefulness; Psychological resilience; Expression (computer science); Work (physics); Creativity; Poverty","score_opus":0.14177586625326616,"score_gpt":0.39542520240770873,"score_spread":0.2536493361544426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064931733","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2432179,0.00002107564,0.0004900589,0.00023217085,0.0001965324,0.0012176877,0.00007113839,0.000045329332,0.75450814],"genre_scores_gemma":[0.4452091,0.0001012906,0.00045418038,0.000019028788,0.00017052217,0.000002777803,0.00081489753,0.000029059509,0.5531992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941543,0.0019661386,0.00035623548,0.0009632644,0.001796128,0.00076395244],"domain_scores_gemma":[0.99578285,0.0002017948,0.0003466985,0.00055759645,0.0025301604,0.000580906],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018157068,0.0003389036,0.00041770496,0.0020421566,0.0029596495,0.000644558,0.0019255398,0.00062966946,0.000021861904],"category_scores_gemma":[0.000508679,0.00042238808,0.00013744997,0.0023200284,0.0004031516,0.0036072743,0.00038483806,0.0010064594,0.00017446386],"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":[0.0013954304,0.00017438536,0.001194436,0.000021684891,0.000047555382,0.00009519106,0.0806447,0.00055977964,0.0008004049,0.91124827,0.0034649926,0.00035318887],"study_design_scores_gemma":[0.0028179972,0.00039905478,0.0073515894,0.0017203655,0.00016289123,0.000003451178,0.46163058,0.00011625834,0.0013343622,0.0053660735,0.5175356,0.0015617268],"about_ca_topic_score_codex":0.03612252,"about_ca_topic_score_gemma":0.08092581,"teacher_disagreement_score":0.9058822,"about_ca_system_score_codex":0.0036987443,"about_ca_system_score_gemma":0.0026328254,"threshold_uncertainty_score":0.9998228},"labels":[],"label_agreement":null},{"id":"W7064965984","doi":"","title":"Decolonizing Futures","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Futures contract; Futures studies; Conversation; Plural; Hegemony; Work (physics)","score_opus":0.03889109103601494,"score_gpt":0.2928246785625268,"score_spread":0.25393358752651185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064965984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075924373,0.00002040397,0.00035961537,0.00030800287,0.0005246438,0.00075819064,0.0002578052,0.00013268043,0.9968794],"genre_scores_gemma":[0.016296552,0.00006250504,0.000634599,0.000021483858,0.0006236685,8.0869154e-7,0.00013771311,0.00017365259,0.982049],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972591,0.00054440775,0.00016197385,0.0008583522,0.00052885676,0.00064732577],"domain_scores_gemma":[0.9980652,0.00025759268,0.0002423936,0.0006762108,0.00023254093,0.00052609824],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018218675,0.0003825064,0.0004886067,0.00073386385,0.001750993,0.0005354758,0.0021034272,0.00032016513,0.00047213543],"category_scores_gemma":[0.000021266264,0.0004624561,0.0002442134,0.00097220246,0.00044301405,0.00048350875,0.0010561132,0.0012922704,0.00096209365],"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":[0.00010875884,0.00016497792,0.0011593602,0.000033441804,0.00030953283,0.0007717247,0.0001265434,0.000014860551,0.00006608989,0.68206346,0.3148089,0.0003723557],"study_design_scores_gemma":[0.001011861,0.000143213,0.00017759604,0.00023388946,0.0001308478,0.0000043306895,0.0035131949,0.00005147546,0.0003495182,0.000056766872,0.9938506,0.0004766984],"about_ca_topic_score_codex":0.021844303,"about_ca_topic_score_gemma":0.0013228853,"teacher_disagreement_score":0.68200666,"about_ca_system_score_codex":0.00043367804,"about_ca_system_score_gemma":0.00096243183,"threshold_uncertainty_score":0.99981576},"labels":[],"label_agreement":null},{"id":"W7065231912","doi":"","title":"Dying. Using a public event series as a research tool to open communication on death and dying","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Citizen journalism; Public engagement; Participatory action research; Variety (cybernetics); Event (particle physics); Public health; Work (physics); Community engagement; Community-based participatory research","score_opus":0.11369558067500951,"score_gpt":0.3711872529342323,"score_spread":0.2574916722592228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065231912","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011447319,0.00007073896,0.00043297748,0.0017071163,0.000050525905,0.0020268282,0.000059197322,0.000058494596,0.9841468],"genre_scores_gemma":[0.119931005,0.00021714123,0.002333078,0.000053425476,0.00018078837,0.000004340047,0.000110880275,0.00016878787,0.8770006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99455625,0.0020412384,0.00022310206,0.0012229702,0.0010414917,0.0009149204],"domain_scores_gemma":[0.99716985,0.00017913402,0.00021628925,0.0013530056,0.00045738922,0.00062431814],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001369429,0.00039804215,0.0006517331,0.0016112217,0.0032359879,0.001589194,0.0045803944,0.00027543778,0.000093787196],"category_scores_gemma":[0.000038918093,0.00047900036,0.00014627833,0.0024467343,0.0006764176,0.0013020808,0.005091191,0.0017054295,0.00014780244],"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":[0.00063977804,0.0002317681,0.002357889,0.00004335817,0.00054698804,0.00029472297,0.0008098313,0.00002162806,0.001057599,0.9796997,0.013586229,0.00071056304],"study_design_scores_gemma":[0.0013793147,0.0006552902,0.00026935467,0.0008748798,0.00016993292,0.000007228215,0.015302814,0.0003439853,0.0007674719,0.00039076197,0.97904557,0.0007933749],"about_ca_topic_score_codex":0.049327385,"about_ca_topic_score_gemma":0.0010603594,"teacher_disagreement_score":0.9793089,"about_ca_system_score_codex":0.0009792473,"about_ca_system_score_gemma":0.0013826753,"threshold_uncertainty_score":0.9997662},"labels":[],"label_agreement":null},{"id":"W7065334411","doi":"","title":"Diasporic Spidering, Counter-Archiving, and Collective Memory","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Exhibition; Collective memory; Diaspora; Poetry; Space (punctuation); Product (mathematics); Creativity; Process (computing)","score_opus":0.024866269631143897,"score_gpt":0.2923577001148561,"score_spread":0.2674914304837122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065334411","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2824114,0.000048787988,0.000035067947,0.000045128174,0.00071119907,0.00067522936,0.0001354585,0.00004925784,0.7158885],"genre_scores_gemma":[0.2582137,0.00013586311,0.00008217053,0.000004497139,0.00018897124,0.000002236179,0.00028877507,0.000048739643,0.74103504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971018,0.00041500342,0.00023249644,0.001034359,0.0005807023,0.00063565694],"domain_scores_gemma":[0.9977359,0.00049142604,0.00020900115,0.00054277555,0.0006101762,0.000410727],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00035674716,0.0004357036,0.0005124595,0.0010889993,0.0017200132,0.00063152774,0.0012110267,0.0002697634,0.00005348837],"category_scores_gemma":[0.000029911751,0.00052305177,0.00022508619,0.0010914513,0.00030694253,0.0009037262,0.0005922019,0.0016766236,0.00024004653],"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":[0.00059625146,0.00032017694,0.0015827821,0.00022791687,0.000682848,0.0013051397,0.0024470754,0.000048900834,0.00033025994,0.9778534,0.013173367,0.0014318827],"study_design_scores_gemma":[0.0030382993,0.00086938206,0.012931968,0.0022212511,0.0010573161,0.00003775336,0.09635076,0.0009729615,0.0046255537,0.0021358076,0.873805,0.001953944],"about_ca_topic_score_codex":0.012099962,"about_ca_topic_score_gemma":0.0014856011,"teacher_disagreement_score":0.9757176,"about_ca_system_score_codex":0.0009568123,"about_ca_system_score_gemma":0.001626198,"threshold_uncertainty_score":0.9997221},"labels":[],"label_agreement":null},{"id":"W7065448098","doi":"","title":"ENACTING A LEARNING MISSION:&#13;\\nA consulting report for the Ontario College of Art &amp; Design","year":2008,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Privilege (computing); Work (physics); Statement (logic); Space (punctuation); Mission statement","score_opus":0.09214231178352465,"score_gpt":0.2978891528025637,"score_spread":0.205746841019039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065448098","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013938696,0.000035507546,0.004722086,0.00005446014,0.00018945591,0.0014867998,0.00005402481,0.000053744418,0.97946525],"genre_scores_gemma":[0.04405915,0.000032979748,0.0016510332,0.0000022134839,0.0001206494,0.0000014601844,0.000072380186,0.00008143294,0.9539787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975359,0.00048123472,0.0002618281,0.00059237255,0.00053674215,0.00059194193],"domain_scores_gemma":[0.9976598,0.0006390811,0.00054202165,0.00055074424,0.00039786327,0.00021045998],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009864919,0.00029546407,0.00046976362,0.00043350505,0.0020269095,0.00006861915,0.0012700076,0.00021173572,0.00007953518],"category_scores_gemma":[0.00004851842,0.00029540513,0.0001957047,0.0006873385,0.000410104,0.00031810088,0.00046201356,0.0009740696,0.000038024766],"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":[0.0048906007,0.0008670295,0.1892987,0.00041813063,0.0046931477,0.0032824925,0.010175392,0.0012563354,0.008974094,0.29488337,0.47801125,0.0032494518],"study_design_scores_gemma":[0.0013445115,0.00008573546,0.00071482547,0.0002868131,0.00009233512,0.000024684858,0.0020978446,0.00039335893,0.0016136665,0.0000058651362,0.99299383,0.00034653198],"about_ca_topic_score_codex":0.027020652,"about_ca_topic_score_gemma":0.0035397233,"teacher_disagreement_score":0.5149826,"about_ca_system_score_codex":0.0005011849,"about_ca_system_score_gemma":0.0018661566,"threshold_uncertainty_score":0.9999498},"labels":[],"label_agreement":null},{"id":"W7065750815","doi":"","title":"Embracing Coexistence: urban design strategies for creating wildlife-friendly cities.","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Human animal; Urban design; Forcing (mathematics); Urban planning; Climate change; Non-human; Human use; Urbanization","score_opus":0.047057883756255525,"score_gpt":0.32317751939927253,"score_spread":0.276119635643017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065750815","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027903286,0.00020467651,0.017786754,0.00013577132,0.0003464087,0.0025453195,0.00016390576,0.0006655981,0.97787255],"genre_scores_gemma":[0.0032698116,0.00020471317,0.013887623,0.000046649555,0.0002616958,0.000005932679,0.00004450723,0.00017142137,0.98210764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99483365,0.0013074445,0.0002928806,0.0014218821,0.0008544802,0.001289669],"domain_scores_gemma":[0.9971146,0.0004900955,0.00040230638,0.0010452543,0.0006023056,0.00034541657],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014036598,0.0005648808,0.0008258919,0.0014871487,0.0023531206,0.0010329688,0.0036587375,0.0007323159,0.000048000722],"category_scores_gemma":[0.00009360336,0.0006803484,0.00023973295,0.0011414783,0.0010384229,0.0011163884,0.0009160788,0.0009952611,0.000037458143],"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":[0.00063452905,0.0000839256,0.000017797907,0.00019215386,0.00009828608,0.00027953787,0.0002664291,0.000009726328,0.02050064,0.74647474,0.23139995,0.00004229933],"study_design_scores_gemma":[0.0010910262,0.0009610856,0.000009373145,0.0010731742,0.00015945706,0.000010647519,0.0073690764,0.000093393974,0.029320039,0.0006876606,0.9583953,0.0008297549],"about_ca_topic_score_codex":0.00765318,"about_ca_topic_score_gemma":0.0006371222,"teacher_disagreement_score":0.7457871,"about_ca_system_score_codex":0.0015263136,"about_ca_system_score_gemma":0.003996529,"threshold_uncertainty_score":0.99956477},"labels":[],"label_agreement":null},{"id":"W7065852658","doi":"","title":"The Evolution of Fandom for Live Music Festival Experiences","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Fandom; Popular music; Music festival; Transformational leadership; Music industry; Musicology; Music education","score_opus":0.03994519041526328,"score_gpt":0.2925527704747623,"score_spread":0.252607580059499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065852658","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056753135,0.00023900668,0.0005136488,0.00012708141,0.0005589967,0.0010602454,0.000074746175,0.00012585436,0.99162513],"genre_scores_gemma":[0.23189278,0.00003233896,0.00008600829,8.2864693e-7,0.00012861722,0.0000031414922,0.0000036815793,0.00005030834,0.7678023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982849,0.0002947364,0.00014829004,0.00051792566,0.00039224076,0.00036193128],"domain_scores_gemma":[0.9986956,0.00020404866,0.00022721163,0.00050953304,0.00025630704,0.00010730977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038449347,0.00020381005,0.0003025081,0.00066007837,0.00095676264,0.00019654723,0.0014975569,0.00022997065,0.000024346265],"category_scores_gemma":[0.000026006275,0.00018567592,0.00022125682,0.0008268845,0.0008876247,0.00022181505,0.0004137582,0.00048150815,0.000057640642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015798614,0.000035990168,0.00026434404,0.00003217845,0.00023125859,0.000016568918,0.0006116433,0.00001000003,0.0000657508,0.8927959,0.1047998,0.0009785743],"study_design_scores_gemma":[0.0006193763,0.0001455946,0.00004559553,0.0001294346,0.000060141247,0.0000011615695,0.0712472,0.00019990167,0.00030292445,0.00036185607,0.9266824,0.00020439502],"about_ca_topic_score_codex":0.00428055,"about_ca_topic_score_gemma":0.00029929503,"teacher_disagreement_score":0.89243406,"about_ca_system_score_codex":0.00046235044,"about_ca_system_score_gemma":0.00054288184,"threshold_uncertainty_score":0.7571644},"labels":[],"label_agreement":null},{"id":"W7065956096","doi":"","title":"THE FUTURE OF CARBON &#13;\\nINFORMATION&#13;\\nABOUT CONSUMER PRODUCTS","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Education, India","keywords":"Greenhouse gas; Production (economics); Consumption (sociology); Product (mathematics); Per capita; Government (linguistics); Carbon fibers; Process (computing)","score_opus":0.031191559110974123,"score_gpt":0.2710691372477526,"score_spread":0.23987757813677849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7065956096","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037583145,0.0024492163,0.0000050698727,0.0004104043,0.0012314523,0.0033558481,0.0003654323,0.00033092432,0.9880933],"genre_scores_gemma":[0.012643367,0.001875158,0.00014108281,0.000009545272,0.00075221393,0.0000019079823,0.00016830507,0.00051129784,0.98389715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910133,0.0028496005,0.0005327296,0.0012272109,0.0025223272,0.0018548339],"domain_scores_gemma":[0.99246776,0.00035518152,0.0013048528,0.0029967593,0.0020697631,0.0008056759],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0025021646,0.0008676495,0.0010922806,0.003210552,0.002577348,0.00041739838,0.0068242173,0.0012463356,0.00003407636],"category_scores_gemma":[0.00013527002,0.0008511759,0.00033911187,0.0048920056,0.0032127905,0.0015752994,0.0024687678,0.002532504,0.00081134023],"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":[0.0011478805,0.00026864844,0.0027768791,0.00031748725,0.00095696916,0.00034099,0.00076298346,0.00000707336,0.00058071763,0.7464772,0.24546476,0.00089844735],"study_design_scores_gemma":[0.0021493367,0.00017487725,0.0014662123,0.00041082676,0.00035637387,0.000041905707,0.005965233,0.000023385905,0.0007725988,0.000013483349,0.9877476,0.00087818096],"about_ca_topic_score_codex":0.013582858,"about_ca_topic_score_gemma":0.006500183,"teacher_disagreement_score":0.74646366,"about_ca_system_score_codex":0.0020069347,"about_ca_system_score_gemma":0.002974893,"threshold_uncertainty_score":0.9999666},"labels":[],"label_agreement":null},{"id":"W7066138282","doi":"","title":"Forced Migration: Ghosts of Familial Memory","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Performative utterance; Storytelling; Queer; Narrative; Embodied cognition; Sound (geography); Phonograph","score_opus":0.0743589788152758,"score_gpt":0.36933398555744745,"score_spread":0.29497500674217164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066138282","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21240214,0.000065421256,0.0000056173444,0.00035005374,0.0006548927,0.0009422517,0.00006640802,0.00004952713,0.7854637],"genre_scores_gemma":[0.33230135,0.0004973896,0.000034708853,0.000010424706,0.00011706039,9.433087e-7,0.00023830692,0.000025345531,0.66677445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935664,0.0026058794,0.00026214725,0.0008110449,0.0020549782,0.0006995347],"domain_scores_gemma":[0.9969222,0.00043009393,0.00044796002,0.00064475945,0.0011890851,0.00036590075],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021117213,0.00028817373,0.00052755343,0.0010088106,0.0064006546,0.00025881518,0.0034778288,0.0006549637,0.000054347245],"category_scores_gemma":[0.00014547168,0.00039484364,0.00030503297,0.0016177597,0.0009855326,0.0012321221,0.00054530037,0.001834088,0.000019055347],"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":[0.0009656603,0.00018125621,0.00016260345,0.00008330585,0.00015459047,0.000562798,0.018538302,0.000011568929,0.0018746377,0.9752235,0.0016743739,0.00056739704],"study_design_scores_gemma":[0.0009965058,0.0003104902,0.0011252281,0.00014778196,0.00011998959,0.0000021691321,0.1642793,0.000018635963,0.0016435302,0.00037609832,0.8304929,0.00048734964],"about_ca_topic_score_codex":0.079411425,"about_ca_topic_score_gemma":0.050152935,"teacher_disagreement_score":0.97484744,"about_ca_system_score_codex":0.0019190547,"about_ca_system_score_gemma":0.00484475,"threshold_uncertainty_score":0.99985033},"labels":[],"label_agreement":null},{"id":"W7066253248","doi":"","title":"Heuristics and Human Decision&#13;\\n-&#13;\\nMaking in Strategic Foresight:&#13;\\nBehavioural Insights&#13;\\nfor&#13;\\nan Improved Foresight Framework","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Heuristics; Perception; Scenario planning; Mental model; Work (physics); Strategic planning; Field (mathematics)","score_opus":0.04003211874141221,"score_gpt":0.2900108988237469,"score_spread":0.2499787800823347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066253248","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2183249,0.00008715856,0.004787496,0.00008353674,0.00032021882,0.0018444124,0.00017714321,0.00013856507,0.77423656],"genre_scores_gemma":[0.6165165,0.000043573014,0.00079176313,0.000020173346,0.0005428905,0.0000051799957,0.00025410656,0.00026119943,0.38156462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938907,0.0009346392,0.00065604853,0.0018442739,0.0011183236,0.001556],"domain_scores_gemma":[0.9957293,0.0005546208,0.0007127544,0.0015760945,0.0005093278,0.00091789867],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00048014693,0.0010449301,0.0013703881,0.0017474707,0.0024268213,0.0007928458,0.003213171,0.0009135046,0.000118558615],"category_scores_gemma":[0.00002939858,0.0011492925,0.00040429586,0.0016413315,0.0012216899,0.0010539752,0.0018431765,0.0029028368,0.00009813028],"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":[0.0004038926,0.00057382294,0.03707147,0.00010419683,0.00034759293,0.00036962432,0.0005165932,0.00020209388,0.00029460518,0.95435524,0.0050396863,0.0007211748],"study_design_scores_gemma":[0.015250969,0.0027379652,0.100908525,0.0041183755,0.0011984428,0.000009644974,0.016131228,0.004668994,0.00032327732,0.045180917,0.803005,0.0064666634],"about_ca_topic_score_codex":0.03805181,"about_ca_topic_score_gemma":0.017939193,"teacher_disagreement_score":0.9091743,"about_ca_system_score_codex":0.0007446213,"about_ca_system_score_gemma":0.0007716044,"threshold_uncertainty_score":0.99998087},"labels":[],"label_agreement":null},{"id":"W7066304922","doi":"","title":"Inclusive Communication Platform for Immigrant Pregnant Women","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Multiculturalism; Health care; Language barrier; Maternity care; Cultural diversity; Ethnic group","score_opus":0.058281919076299135,"score_gpt":0.3215257903572973,"score_spread":0.26324387128099813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066304922","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001744947,0.0009643146,0.00018656655,0.00021418004,0.00026849186,0.0051528728,0.0009937419,0.00038776002,0.99008715],"genre_scores_gemma":[0.004249503,0.0015020136,0.0013939715,0.000022889128,0.00017973865,0.000013438476,0.001086914,0.0007828621,0.9907687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99159557,0.00230428,0.00042587816,0.0019616697,0.0017211819,0.0019914252],"domain_scores_gemma":[0.9928383,0.0006513733,0.0008425135,0.0029819873,0.001660524,0.0010253027],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021422952,0.000872617,0.0013528721,0.003975436,0.0037613178,0.00061144854,0.0075542754,0.0013555572,0.0000899877],"category_scores_gemma":[0.00017618069,0.0011051496,0.0004917557,0.0038223153,0.0017269625,0.0012079403,0.005717819,0.00209856,0.00033157825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019606366,0.0006350877,0.00010546927,0.0004115375,0.001262509,0.0015938595,0.0022303103,0.000010520787,0.0017644989,0.85106343,0.13826145,0.0007006955],"study_design_scores_gemma":[0.0048012193,0.00048097965,0.000105978615,0.0021402948,0.00021407753,0.000041264946,0.01816486,0.00011725495,0.00054906344,0.00011693298,0.9721039,0.0011641943],"about_ca_topic_score_codex":0.015187689,"about_ca_topic_score_gemma":0.007535246,"teacher_disagreement_score":0.8509465,"about_ca_system_score_codex":0.009275459,"about_ca_system_score_gemma":0.0036696943,"threshold_uncertainty_score":0.9999409},"labels":[],"label_agreement":null},{"id":"W7066777596","doi":"","title":"The Innovation Cascade: A Five-Level Framework for Building Enterprise Innovation Systems","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Innovation management; Framing (construction); Innovation process; Open innovation; Portfolio; Innovation system; Product innovation","score_opus":0.10719945542214401,"score_gpt":0.34989324291151014,"score_spread":0.24269378748936613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066777596","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023925956,0.00023114307,0.014345144,0.0003258439,0.0017228413,0.00806966,0.0010079305,0.00043588164,0.971469],"genre_scores_gemma":[0.006070607,0.00019142164,0.0026242412,0.000024055154,0.0005552377,0.000010133352,0.00030604962,0.00074215897,0.9894761],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915646,0.002174389,0.0006831396,0.0018677599,0.002059037,0.0016511042],"domain_scores_gemma":[0.9906563,0.0014572714,0.0016423127,0.002373251,0.003586637,0.00028419992],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0039068656,0.00083488156,0.000999208,0.007787566,0.0039036216,0.0014512411,0.006182921,0.0017540423,0.0000048485813],"category_scores_gemma":[0.0008566769,0.00089260034,0.0002653501,0.013887324,0.0011163953,0.0014180454,0.0019567332,0.0027238363,0.0005155415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013751052,0.00013896367,0.00021172539,0.00027842895,0.00069005456,0.00023786355,0.0002477313,0.000060840914,0.001377188,0.7850512,0.20999923,0.0003316446],"study_design_scores_gemma":[0.002563856,0.0003130241,0.00013904412,0.0017391613,0.0001912679,0.000028472276,0.0042460943,0.00057678827,0.0002706101,0.00035182288,0.9886256,0.00095427514],"about_ca_topic_score_codex":0.0059141,"about_ca_topic_score_gemma":0.00036769666,"teacher_disagreement_score":0.7846994,"about_ca_system_score_codex":0.0048871576,"about_ca_system_score_gemma":0.0025255429,"threshold_uncertainty_score":0.99958533},"labels":[],"label_agreement":null},{"id":"W7067816677","doi":"","title":"Nest, Rest, Shadows: Tracing the Echoes of Motherhood","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Ephemeral key; Embodied cognition; Assertion; Quake (natural phenomenon); Narrative; Gesture; Performative utterance; Proposition; Citizen journalism","score_opus":0.05125424263977813,"score_gpt":0.3061125760174389,"score_spread":0.2548583333776608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067816677","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011859579,0.0004353811,0.00016593494,0.00036930857,0.0003344405,0.0029032547,0.0005912937,0.00041099568,0.9936034],"genre_scores_gemma":[0.013357422,0.00048467692,0.00036539786,0.000023012019,0.00020353757,0.0000013587808,0.000057215355,0.00051388785,0.9849935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98989236,0.004368281,0.00047115458,0.0017982349,0.0020296,0.0014403713],"domain_scores_gemma":[0.9936365,0.00077042414,0.00086606364,0.0031199,0.0010700736,0.0005370794],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022365553,0.00085378694,0.0012845254,0.005061288,0.0021701704,0.0003961663,0.009606389,0.0011949211,0.0000766735],"category_scores_gemma":[0.00021674273,0.0008616276,0.00057759805,0.0062444876,0.0026833133,0.00094507413,0.0028878292,0.0027252792,0.00047959987],"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":[0.0009627049,0.0003808043,0.00078890426,0.00026556852,0.00094552746,0.00141624,0.0005378154,0.00005077627,0.0012600516,0.81966585,0.17325792,0.00046786925],"study_design_scores_gemma":[0.002537534,0.0002721343,0.0011069648,0.0017777188,0.00046898343,0.000026153723,0.007838717,0.00008486022,0.00085580826,0.00010723986,0.98408365,0.00084024307],"about_ca_topic_score_codex":0.034172613,"about_ca_topic_score_gemma":0.004807368,"teacher_disagreement_score":0.81955856,"about_ca_system_score_codex":0.0020368318,"about_ca_system_score_gemma":0.003587754,"threshold_uncertainty_score":0.9995755},"labels":[],"label_agreement":null},{"id":"W7067935269","doi":"","title":"From Mind to Machine: An Embodied Approach to Image Creation with Generative AI","year":2024,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Embodied cognition; Generative grammar; Perception; Sociocultural evolution; Process (computing); Cognitive robotics; Cognition; Set (abstract data type)","score_opus":0.06271386072181388,"score_gpt":0.286124815191159,"score_spread":0.2234109544693451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067935269","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08231267,0.000097625794,0.00043906548,0.00024281131,0.0008716667,0.0013117397,0.0014761187,0.000046314424,0.913202],"genre_scores_gemma":[0.031154836,0.000058384445,0.0030733626,0.00005515661,0.00018584967,0.000004386381,0.0011239061,0.00005630128,0.9642878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99647623,0.0001594761,0.00034739546,0.0020987769,0.00025162616,0.00066646497],"domain_scores_gemma":[0.9977761,0.00006097799,0.00023667747,0.00087346736,0.0004423535,0.0006104608],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007772934,0.00044040583,0.0008001433,0.00188945,0.0014013795,0.001176344,0.0020197816,0.0003444252,0.00008267718],"category_scores_gemma":[0.000037632017,0.0005425049,0.00016977114,0.0014863997,0.00024226282,0.0014923149,0.0005705216,0.0007893131,0.003892311],"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":[0.0013384601,0.00026703504,0.0003292515,0.00005911291,0.0006038591,0.00030393116,0.014484032,0.00022886942,0.00018464543,0.9487812,0.033203512,0.00021607465],"study_design_scores_gemma":[0.00142073,0.00054129696,0.0014825735,0.00019306263,0.00016445892,0.000003975821,0.05916623,0.0014492534,0.00061175576,0.00053502765,0.933216,0.0012156576],"about_ca_topic_score_codex":0.014476861,"about_ca_topic_score_gemma":0.0026419663,"teacher_disagreement_score":0.9482462,"about_ca_system_score_codex":0.0015530298,"about_ca_system_score_gemma":0.00039913668,"threshold_uncertainty_score":0.9998987},"labels":[],"label_agreement":null},{"id":"W7068013566","doi":"","title":"Nourish Me-A MISSION TOWARDS NOURISHING PEOPLE WITH HEALTHY&#13;\\nAND NUTRITIOUS FOOD","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Geological Modeling 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 College of Art and Design","funders":"","keywords":"Focus group; Food insecurity; Ethnic group; Food security; Perception; Poverty; Position (finance); Qualitative research; Coping (psychology)","score_opus":0.051887462249602945,"score_gpt":0.25406916912675137,"score_spread":0.20218170687714843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7068013566","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014776726,0.00052043685,0.0003872107,0.0021111032,0.00020928933,0.00080733735,0.00019011147,0.00021331037,0.9807845],"genre_scores_gemma":[0.2227897,0.0013383318,0.0010958972,0.00009461553,0.0003845931,1.4585198e-7,0.00032648965,0.00006511605,0.7739051],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995131,0.0011389161,0.00021726817,0.0013196248,0.0012342276,0.00095893024],"domain_scores_gemma":[0.9975815,0.00014352088,0.0002792047,0.000646932,0.0002723636,0.0010764679],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005539168,0.0004600018,0.0008262326,0.00091439264,0.0017465048,0.0004888985,0.0025322675,0.000625818,0.00017370243],"category_scores_gemma":[0.000047548972,0.00043453704,0.00023396815,0.0019677484,0.00036709078,0.0005173355,0.00032642638,0.0014785248,0.00016247338],"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":[0.008628859,0.0012722954,0.23267551,0.0015789721,0.003348035,0.018822007,0.0025482627,0.0088327555,0.000054799606,0.09328131,0.61644214,0.012515049],"study_design_scores_gemma":[0.0019742616,0.0018831397,0.004495411,0.00041778458,0.00020689142,0.00003928714,0.0022823876,0.0023126705,0.0000150711785,0.000028203418,0.9856113,0.0007335562],"about_ca_topic_score_codex":0.09412035,"about_ca_topic_score_gemma":0.04095578,"teacher_disagreement_score":0.36916918,"about_ca_system_score_codex":0.00013807986,"about_ca_system_score_gemma":0.0009316858,"threshold_uncertainty_score":0.99981064},"labels":[],"label_agreement":null},{"id":"W7069346360","doi":"","title":"Human Capital","year":2019,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urbanity; Performative utterance; Painting; Agency (philosophy); Politics; The arts; Britishness; Downtown; Position (finance)","score_opus":0.05290205606927095,"score_gpt":0.33419624804779385,"score_spread":0.2812941919785229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7069346360","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38931534,0.00008141114,0.000005931292,0.00007996054,0.00027151543,0.0009436024,0.00004476786,0.0000807393,0.60917675],"genre_scores_gemma":[0.43152785,0.00008009076,0.00009767486,0.00001289906,0.00009929164,3.4199152e-7,0.0007897736,0.000040023224,0.56735206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99602324,0.00055355066,0.00024360353,0.0010845016,0.0012573729,0.0008377371],"domain_scores_gemma":[0.99666846,0.00021702237,0.00023880492,0.0011112392,0.0010463722,0.0007181143],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005240231,0.000433817,0.00076464284,0.001188197,0.0016316142,0.00024370053,0.0018833834,0.0009203082,0.0000130167655],"category_scores_gemma":[0.00010592042,0.00052682264,0.00033816905,0.001079207,0.00034859063,0.00070451567,0.0005764743,0.0021937494,0.00033611263],"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":[0.002026661,0.00039068132,0.0054871906,0.00037359056,0.00043752362,0.007164796,0.0007531546,0.000008328596,0.0029566968,0.97542936,0.0043282774,0.0006437518],"study_design_scores_gemma":[0.014569563,0.0045208572,0.13964571,0.004356568,0.0018650225,0.0002636268,0.05186808,0.00012369474,0.008168365,0.00019998208,0.7718221,0.0025964524],"about_ca_topic_score_codex":0.0068840203,"about_ca_topic_score_gemma":0.00077375385,"teacher_disagreement_score":0.9752294,"about_ca_system_score_codex":0.0014074716,"about_ca_system_score_gemma":0.0018435839,"threshold_uncertainty_score":0.9997292},"labels":[],"label_agreement":null},{"id":"W7070344025","doi":"","title":"Participatory toward Anticipatory (PtA)","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Citizen journalism; Dominance (genetics); Futures studies; Participatory action research; Harm; Institution; Action (physics); Process (computing)","score_opus":0.06921760515050888,"score_gpt":0.3200480980825654,"score_spread":0.2508304929320565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070344025","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037904293,0.00030309067,0.00023573433,0.000109043736,0.0005908931,0.0006614736,0.00008260239,0.00008046633,0.9941463],"genre_scores_gemma":[0.02886691,0.00057404325,0.00021713792,0.000059716112,0.00034009508,6.265825e-7,0.0001132936,0.00013299896,0.96969515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969227,0.00080896675,0.00014920665,0.0010137298,0.00046214552,0.0006432679],"domain_scores_gemma":[0.9981791,0.000025939205,0.00016131393,0.001021632,0.0002908033,0.00032124078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038552572,0.0003517881,0.00039832425,0.00070460455,0.0006428123,0.00012043267,0.0017056073,0.0009007291,0.000032695687],"category_scores_gemma":[0.00004347749,0.00043185856,0.00021182164,0.00058260973,0.0006026277,0.000029952333,0.001150916,0.0007071777,0.00009295466],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007077565,0.0001331433,0.0011843698,0.00013383802,0.0005539013,0.000632063,0.00007416022,0.0000051978154,0.007927638,0.6104283,0.37744445,0.0007752208],"study_design_scores_gemma":[0.0009826708,0.00029158496,0.00062836957,0.00014345067,0.0001347503,0.00000771212,0.00073168235,0.00000997281,0.0020667529,0.00001466474,0.99455506,0.00043331034],"about_ca_topic_score_codex":0.002176978,"about_ca_topic_score_gemma":0.0005478368,"teacher_disagreement_score":0.61711067,"about_ca_system_score_codex":0.0002841605,"about_ca_system_score_gemma":0.0011800578,"threshold_uncertainty_score":0.9998133},"labels":[],"label_agreement":null},{"id":"W7070513028","doi":"","title":"Panjabi-Centred Design: Embracing Transgressive Liberation and Fostering Accessibility in Healthcare and Social Welfare for the Panjabi Communities","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Health care; Colonialism; Social Welfare; The arts","score_opus":0.2412965333584963,"score_gpt":0.3605061501305465,"score_spread":0.11920961677205019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070513028","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039796945,0.0030346664,0.0013740637,0.011768642,0.0008434213,0.024476055,0.0029851086,0.001790741,0.91393036],"genre_scores_gemma":[0.48499742,0.0012601118,0.000533722,0.000034679797,0.00019933228,0.000015285594,0.00020343665,0.0009867415,0.51176924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99262387,0.004134101,0.0003296655,0.0010881127,0.0007795014,0.0010447381],"domain_scores_gemma":[0.99672824,0.0012562962,0.00041599091,0.0008293891,0.00048180408,0.00028828517],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017107746,0.0005648704,0.00082752993,0.0018924855,0.005938279,0.0010130515,0.002133937,0.00077342667,0.000004047414],"category_scores_gemma":[0.000068326146,0.0006085935,0.00015650122,0.0013713297,0.0018489627,0.0013784629,0.0020082956,0.0015938012,0.000008389012],"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":[0.0061417413,0.00031113668,0.0046227816,0.0017875138,0.0008892001,0.0010013386,0.028770963,0.000058989142,0.0006180863,0.9387672,0.010197492,0.006833579],"study_design_scores_gemma":[0.01618915,0.0010322452,0.022311786,0.0029597015,0.00076944067,0.000058888676,0.23485929,0.0029274826,0.00041580034,0.00045037968,0.7152269,0.0027989245],"about_ca_topic_score_codex":0.024247354,"about_ca_topic_score_gemma":0.05434402,"teacher_disagreement_score":0.9383168,"about_ca_system_score_codex":0.001700548,"about_ca_system_score_gemma":0.00080215285,"threshold_uncertainty_score":0.99963653},"labels":[],"label_agreement":null},{"id":"W7070734093","doi":"","title":"(Re)presenting the Muslim diaspora: Adaptation. Hybridization. Resistance.","year":2020,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Negotiation; Politics; Normalization (sociology); Representation (politics); Islam; Muslim world; Islamophobia","score_opus":0.0904635636387034,"score_gpt":0.3357683917292055,"score_spread":0.24530482809050208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070734093","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05131123,0.00015036817,0.00028856396,0.004120781,0.0007274875,0.0019558263,0.00008315408,0.00017054038,0.94119203],"genre_scores_gemma":[0.4947747,0.00068446435,0.0002520274,0.000045562352,0.0003084107,0.0000025106197,0.0007109501,0.000044354245,0.50317705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916187,0.0031757825,0.00041291217,0.0011556293,0.0027867395,0.0008502214],"domain_scores_gemma":[0.9944448,0.0008290653,0.0005643943,0.0007243148,0.002911021,0.00052644423],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023168984,0.00039634667,0.00049066707,0.00068824866,0.009310012,0.0012297854,0.004370686,0.00052420323,0.000030358056],"category_scores_gemma":[0.00063195307,0.00047036348,0.0003227788,0.0039020176,0.0010564813,0.002899663,0.00031363993,0.0014358435,0.00010853919],"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":[0.00046074318,0.0001160313,0.0006371611,0.00007853106,0.0002045303,0.00050823804,0.0525976,0.00011288598,0.000046348516,0.93802583,0.007095824,0.000116277384],"study_design_scores_gemma":[0.0006375725,0.000040514336,0.005643332,0.00012901715,0.00017509413,5.9582686e-7,0.4174143,0.00012903512,0.00012686852,0.0006558075,0.5745699,0.000477975],"about_ca_topic_score_codex":0.029229166,"about_ca_topic_score_gemma":0.2202665,"teacher_disagreement_score":0.93737,"about_ca_system_score_codex":0.002037009,"about_ca_system_score_gemma":0.0051465747,"threshold_uncertainty_score":0.99980706},"labels":[],"label_agreement":null},{"id":"W7070792747","doi":"","title":"Proud Deviants and Queer Multiples","year":2021,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queer; Queer theory; Heteronormativity; Lesbian; The Imaginary; Resistance (ecology)","score_opus":0.10201905821774207,"score_gpt":0.40430684681969425,"score_spread":0.30228778860195216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070792747","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29791698,0.000941176,0.0000047189105,0.000292807,0.00094276376,0.0010312105,0.00006700159,0.00006600315,0.6987373],"genre_scores_gemma":[0.0672546,0.0017554885,0.0001034254,0.000032453678,0.0002843894,0.0000018351662,0.000379532,0.00006614533,0.93012214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99389505,0.0023057056,0.0003233695,0.0014846744,0.00086319516,0.0011280216],"domain_scores_gemma":[0.9964019,0.00030922488,0.00031741132,0.0010963897,0.0011214066,0.0007536346],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008241545,0.0004858806,0.00071909366,0.0013574027,0.0027937642,0.00050793454,0.0021354817,0.0011288066,0.000042912154],"category_scores_gemma":[0.000101046884,0.0006275554,0.00022367966,0.0014176213,0.00054657116,0.0009407629,0.0006244633,0.0019864894,0.0002548947],"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":[0.0014086545,0.00036207694,0.020906698,0.0009945662,0.0005586925,0.005419699,0.00452623,8.5012874e-7,0.00039780198,0.95194834,0.011377572,0.0020988088],"study_design_scores_gemma":[0.0039790296,0.0004568914,0.17488293,0.0004637878,0.0005860144,0.00011637008,0.0382184,0.000014916715,0.00020219217,0.00012815339,0.77972454,0.0012267703],"about_ca_topic_score_codex":0.059820205,"about_ca_topic_score_gemma":0.01913892,"teacher_disagreement_score":0.9518202,"about_ca_system_score_codex":0.00096282037,"about_ca_system_score_gemma":0.0021960177,"threshold_uncertainty_score":0.9996176},"labels":[],"label_agreement":null},{"id":"W7070968529","doi":"","title":"Resilient by Design: Enabling Agility and Resilience in Ontario’s Small and Medium Enterprises","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Maturity (psychological); Scale (ratio); Small and medium-sized enterprises; Psychological resilience; Productivity","score_opus":0.06571103810098179,"score_gpt":0.2839811670249359,"score_spread":0.21827012892395414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070968529","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04181127,0.0016215753,0.00021737955,0.0001590967,0.0001889748,0.0023477676,0.00012261124,0.00015041204,0.95338094],"genre_scores_gemma":[0.012263421,0.0014798794,0.0013051049,0.000017830618,0.00004673234,0.0000017441474,0.00009743858,0.00028027882,0.98450756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9897881,0.0043143434,0.0003932266,0.0027022962,0.0013539321,0.0014480702],"domain_scores_gemma":[0.9959954,0.00061921834,0.00040445963,0.001465922,0.00048468853,0.0010303186],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024904842,0.0007760775,0.0011300424,0.0032633198,0.0012623278,0.0006038212,0.0028645222,0.0009887528,0.000050577255],"category_scores_gemma":[0.00022632003,0.0010010481,0.00013883496,0.0024541856,0.0022963942,0.0008122778,0.003622832,0.002689438,0.000036261805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011582402,0.0029397432,0.26142448,0.0015142816,0.0017301881,0.047364242,0.008125123,0.00011066614,0.03491795,0.33912456,0.29033276,0.0008336092],"study_design_scores_gemma":[0.0035197078,0.00038058613,0.014875708,0.0017647743,0.00014802023,0.00007921553,0.005861221,0.000039566585,0.0012769827,0.000027268421,0.97088534,0.0011415947],"about_ca_topic_score_codex":0.35722584,"about_ca_topic_score_gemma":0.43162045,"teacher_disagreement_score":0.6805526,"about_ca_system_score_codex":0.004539681,"about_ca_system_score_gemma":0.0034373004,"threshold_uncertainty_score":0.9996114},"labels":[],"label_agreement":null},{"id":"W7071232271","doi":"","title":"Repatriation, Resurgence, and Reconnection: An Investigation of Collecting and Belonging","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Statistics Education and Methodologies","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":"Repatriation; Indigenous; Identity (music); Narrative; Bureaucracy; Field (mathematics); The arts","score_opus":0.260428015295888,"score_gpt":0.4235935427145828,"score_spread":0.16316552741869483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071232271","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0100098895,0.000099122124,0.0014664553,0.00020641445,0.0003508317,0.0007859136,0.00006800733,0.00010116749,0.9869122],"genre_scores_gemma":[0.0019123928,0.0006423363,0.0275439,0.0000075069934,0.000062605155,5.408469e-7,0.000023724442,0.000047574522,0.9697594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968749,0.0018004717,0.00020659037,0.0005751131,0.00030254436,0.0002403364],"domain_scores_gemma":[0.9969292,0.0015436782,0.0003769941,0.00043810956,0.0005253097,0.00018669576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018055206,0.00018260737,0.00040167838,0.0014309853,0.0008225316,0.00010949983,0.00048001867,0.00032837078,0.000009343522],"category_scores_gemma":[0.0010484474,0.00022974124,0.000041090705,0.0010936703,0.00048186464,0.00029631302,0.00035212404,0.00040824185,0.0000010414427],"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":[0.0001250896,0.000030210836,0.0031245875,0.00026632313,0.00011352503,0.000038002647,0.0008648018,6.408517e-7,0.00012324164,0.9571643,0.03755052,0.0005987457],"study_design_scores_gemma":[0.0032747986,0.0006268946,0.007860184,0.0023936958,0.0006266118,0.000057012687,0.041953832,0.00033263,0.0017010091,0.03201027,0.90795964,0.0012034272],"about_ca_topic_score_codex":0.0034142246,"about_ca_topic_score_gemma":0.0010478701,"teacher_disagreement_score":0.92515403,"about_ca_system_score_codex":0.00027747377,"about_ca_system_score_gemma":0.0010100201,"threshold_uncertainty_score":0.9368576},"labels":[],"label_agreement":null},{"id":"W7071270284","doi":"","title":"THE SOCIAL CONSTRUCTION OF THE “NON CREATIVE” IDENTITY&#13;\\nHow prevailing stereotypes about creativity and creative people lead to personal, social and cultural outcomes that limit our individual and collective creative potential","year":2012,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Creativity; Social constructionism; Identity (music); Strict constructionism; Face (sociological concept); Social identity theory; Qualitative research","score_opus":0.04501473483591464,"score_gpt":0.2893674615322788,"score_spread":0.24435272669636418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071270284","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4214836,0.00013526277,0.000109386216,0.0013174616,0.00021796217,0.0015965118,0.00010577204,0.00004787645,0.57498616],"genre_scores_gemma":[0.57512385,0.00013672291,0.00007143319,0.000034769622,0.00035002865,0.0000019589274,0.000025042133,0.000058511345,0.4241977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974535,0.00043104633,0.00016941362,0.00062722317,0.00086281437,0.00045600138],"domain_scores_gemma":[0.9984223,0.00012316537,0.00055643404,0.00018645414,0.0006524308,0.00005921312],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007058429,0.0003746908,0.00053533644,0.00058371614,0.0048579895,0.0010997136,0.0008427262,0.00028246766,0.000013051817],"category_scores_gemma":[0.00013165968,0.00030816192,0.00011798726,0.0010724408,0.0010530439,0.0019434752,0.0023028303,0.00054169673,0.0000061183127],"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":[0.001123453,0.00024848938,0.48236006,0.0005456813,0.0021860816,0.00004202657,0.012374298,0.0000032172843,0.00010238211,0.46231967,0.03713136,0.0015632594],"study_design_scores_gemma":[0.0016526304,0.00006589286,0.81535435,0.00028387352,0.0008697006,0.000006080948,0.12350576,0.000057863952,0.000036650043,0.00014239816,0.05751135,0.0005134558],"about_ca_topic_score_codex":0.015751373,"about_ca_topic_score_gemma":0.0052529573,"teacher_disagreement_score":0.46217728,"about_ca_system_score_codex":0.0003382769,"about_ca_system_score_gemma":0.00019698891,"threshold_uncertainty_score":0.99993724},"labels":[],"label_agreement":null},{"id":"W7071293241","doi":"","title":"Splitting Rock at Laughing Falls Drawing Creative Consciousness into Social Justice Mediation","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Praxis; Mediation; Action (physics); Consciousness; Oppression; Critical consciousness; Social constructionism; Consciousness raising; Social consciousness","score_opus":0.0477398280023913,"score_gpt":0.3162602446386994,"score_spread":0.2685204166363081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071293241","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030470553,0.00013457536,0.0005572834,0.00052567094,0.0005768561,0.002448281,0.00036825307,0.00080827146,0.99153376],"genre_scores_gemma":[0.03311609,0.00015125806,0.00091434753,0.000055463286,0.0011474052,0.0000018555527,0.0004345932,0.00084604364,0.96333295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9873956,0.00517716,0.0005004967,0.0025138867,0.0026975428,0.0017153426],"domain_scores_gemma":[0.99495673,0.00080995256,0.0012015981,0.0010605314,0.00086209207,0.0011090977],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001803478,0.0010263502,0.0014628277,0.0034846794,0.007280303,0.0007833337,0.0051757568,0.0014972794,0.00007873177],"category_scores_gemma":[0.00057682284,0.0014000604,0.00046472455,0.004898289,0.0012758648,0.0019003226,0.0051706503,0.0029666459,0.0018139211],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019422349,0.00026193354,0.00080638373,0.0007406082,0.0013012986,0.006409432,0.009748307,0.000072038296,0.012168203,0.77856195,0.18764105,0.00034659175],"study_design_scores_gemma":[0.003574811,0.0001988225,0.00031097932,0.0007315035,0.000920423,0.000027055152,0.025925878,0.00050973817,0.0009768014,0.000025874586,0.96530783,0.0014902756],"about_ca_topic_score_codex":0.010620266,"about_ca_topic_score_gemma":0.0032118058,"teacher_disagreement_score":0.778536,"about_ca_system_score_codex":0.0074050846,"about_ca_system_score_gemma":0.0024034923,"threshold_uncertainty_score":0.999799},"labels":[],"label_agreement":null},{"id":"W7071653956","doi":"","title":"Timing Diaspora, Diasporic Art in Two Acts:&#13;\\nExamining Black and Caribbean Diasporic Temporality","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Temporality; Exhibition; Temporalities; Indigenous; Timeline; Contemporary art; Diaspora; The arts; Autoethnography","score_opus":0.08719289817919479,"score_gpt":0.33979890881694913,"score_spread":0.25260601063775434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071653956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070350535,0.00087740866,0.00001604153,0.00012973767,0.00054869585,0.002772398,0.00047289178,0.000668975,0.92416334],"genre_scores_gemma":[0.20914927,0.0009020607,0.00020134819,0.000015413407,0.00030695501,0.0000021830024,0.00025607116,0.00094888225,0.78821784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.988125,0.0031118107,0.0006968935,0.003544446,0.0021801286,0.0023417142],"domain_scores_gemma":[0.9944397,0.00049803196,0.0007674888,0.0023537984,0.00049994583,0.001440992],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0036832592,0.0013816786,0.0018971508,0.009639903,0.0008718116,0.00067920145,0.0044301557,0.001172096,0.00005981371],"category_scores_gemma":[0.00018373465,0.0017580979,0.00039607196,0.008694289,0.0025897792,0.001983322,0.0042063445,0.004391871,0.003177285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014013348,0.000753963,0.032879427,0.0011840909,0.001263121,0.049712043,0.006768004,0.00006245598,0.00053555594,0.70889074,0.1957097,0.00083956984],"study_design_scores_gemma":[0.004530566,0.00032500055,0.023199357,0.0024194058,0.00055227056,0.00009969184,0.024320597,0.00021950144,0.00008657677,0.00010728839,0.9417873,0.0023524724],"about_ca_topic_score_codex":0.07039762,"about_ca_topic_score_gemma":0.022539526,"teacher_disagreement_score":0.7460776,"about_ca_system_score_codex":0.004736891,"about_ca_system_score_gemma":0.001861943,"threshold_uncertainty_score":0.99989337},"labels":[],"label_agreement":null},{"id":"W7071726132","doi":"","title":"The Symphonic Passion Chorus:&#13;\\nA Case Study in Meaning-Centered Service Design","year":2024,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Passion; Choir; Workaround; Socialization; Loneliness; Thematic analysis; Qualitative research; Symphony; Isolation (microbiology)","score_opus":0.1094182043177139,"score_gpt":0.3314264874084264,"score_spread":0.2220082830907125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071726132","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009865277,0.0004827516,0.00003089237,0.00032409848,0.0007642925,0.007025963,0.00015769103,0.00062743877,0.9807216],"genre_scores_gemma":[0.08714796,0.00042564838,0.000099345976,0.000017357872,0.00017661319,0.000005813762,0.00003419409,0.0010158477,0.9110772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98231703,0.009751336,0.0005522911,0.0027577877,0.002464574,0.0021569917],"domain_scores_gemma":[0.9937176,0.0007185823,0.00056711206,0.0031483106,0.00090336544,0.0009449899],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004740994,0.001123608,0.0011615584,0.005533403,0.0031353564,0.0014493178,0.0074101337,0.0010755922,0.00002978082],"category_scores_gemma":[0.00011905292,0.0011237402,0.00035196127,0.009289142,0.00096405036,0.0011477349,0.005147236,0.0039480096,0.0032698163],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003835155,0.0019921712,0.0016414516,0.00034974277,0.0020231458,0.3241108,0.0051637003,0.00007901263,0.0004047891,0.35422435,0.30545014,0.0007255265],"study_design_scores_gemma":[0.005517672,0.00085552124,0.0002150556,0.0016470923,0.0004716715,0.0009878905,0.059376106,0.0008220929,0.000090483205,0.000052758987,0.92861074,0.0013529257],"about_ca_topic_score_codex":0.09858279,"about_ca_topic_score_gemma":0.09856361,"teacher_disagreement_score":0.6231606,"about_ca_system_score_codex":0.0060700467,"about_ca_system_score_gemma":0.0028479453,"threshold_uncertainty_score":0.9995873},"labels":[],"label_agreement":null},{"id":"W7071753819","doi":"","title":"This is Research; Rice: #LIWYFTTG","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"QR Code Applications and Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Toronto Arts Council","keywords":"Indigenous; Acknowledgement; Narrative; Place making; Product (mathematics)","score_opus":0.08606854002769769,"score_gpt":0.32724415039614374,"score_spread":0.24117561036844604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071753819","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011635163,0.00032046754,0.0021276376,0.0021364617,0.00026016388,0.0018513482,0.000057195848,0.0007332757,0.99239707],"genre_scores_gemma":[0.0018186598,0.0012576645,0.004412845,0.000041160216,0.00009632322,0.000002604714,0.0000145753065,0.00014179188,0.9922144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99326307,0.0012834647,0.0002192341,0.0020285007,0.0018669025,0.0013388484],"domain_scores_gemma":[0.99371266,0.00037447092,0.00025787822,0.0042626187,0.0009796028,0.0004127642],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016009015,0.00045671183,0.0006156345,0.0037433184,0.002098503,0.000929456,0.015953498,0.0011203574,0.000038920534],"category_scores_gemma":[0.00006022503,0.0005321,0.00023158682,0.005430844,0.0013562161,0.0012651255,0.007862895,0.0026006296,0.0031356593],"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":[0.000026866408,0.000107800006,0.00006656282,0.000050825183,0.000106478874,0.0004871916,0.00014542139,4.2960156e-7,0.00018203676,0.6109096,0.38680974,0.0011070507],"study_design_scores_gemma":[0.00077287975,0.0002221316,0.00008752185,0.00021834708,0.000025897616,0.000019438487,0.00082288584,0.00023397255,0.0005314766,0.00036129347,0.9961306,0.0005735871],"about_ca_topic_score_codex":0.010063289,"about_ca_topic_score_gemma":0.0002748018,"teacher_disagreement_score":0.6105483,"about_ca_system_score_codex":0.0014211691,"about_ca_system_score_gemma":0.0017040665,"threshold_uncertainty_score":0.99971306},"labels":[],"label_agreement":null},{"id":"W7071765953","doi":"","title":"Tracing a paradigm for externalization: Avatars and the GPII Nexus","year":2017,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"European Commission","keywords":"Debugging; Nexus (standard); Tracing; Avatar; Object (grammar); Situated; Visualization; TRACE (psycholinguistics)","score_opus":0.06106307785132755,"score_gpt":0.3020973457255995,"score_spread":0.24103426787427193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071765953","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000066991044,0.00046010557,0.088638745,0.0015369464,0.00012425434,0.0016010674,0.000026183012,0.00022405732,0.90732163],"genre_scores_gemma":[0.006355158,0.0008247953,0.003884296,0.00002064491,0.00007736466,0.0000050303875,0.000010375575,0.000055748165,0.9887666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978216,0.00034375675,0.00011327435,0.00085734465,0.00040921557,0.00045479543],"domain_scores_gemma":[0.99719536,0.00026264135,0.00029272426,0.001909144,0.00019220244,0.0001479214],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.0007085105,0.00024813873,0.00037919974,0.0006504394,0.002688054,0.0009502415,0.0068702097,0.00035722996,0.0000012292894],"category_scores_gemma":[0.00004927019,0.00023132122,0.000122566,0.0005615592,0.001355537,0.00084806874,0.002028706,0.00051557046,0.000011657177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009261096,0.000031770538,0.000046175377,0.000038588445,0.00010649411,0.00014621936,0.00015071552,0.0000040910154,0.000011295079,0.9712168,0.02393528,0.00421999],"study_design_scores_gemma":[0.001882494,0.000074958356,0.00007520577,0.00018285975,0.000047933947,0.000025180196,0.00031621766,0.0015599943,0.000073755284,0.0022909679,0.9931889,0.00028149938],"about_ca_topic_score_codex":0.0031963605,"about_ca_topic_score_gemma":0.00063863565,"teacher_disagreement_score":0.96925366,"about_ca_system_score_codex":0.0002490286,"about_ca_system_score_gemma":0.00040890582,"threshold_uncertainty_score":0.9986103},"labels":[],"label_agreement":null},{"id":"W7071773745","doi":"","title":"Vibrant Things: Casting Queer, Animate, Human-Object Relations","year":2025,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Object (grammar); Meaning (existential); Perception; Ambiguity; Opposition (politics); Sketch; Argument (complex analysis); Animacy","score_opus":0.08946697675376468,"score_gpt":0.3771257292992932,"score_spread":0.28765875254552853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071773745","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08320696,0.000041168103,0.00040650068,0.0018782654,0.0002130716,0.0006561971,0.000011118544,0.00014791486,0.9134388],"genre_scores_gemma":[0.59408474,0.00006623465,0.00017254267,0.000044070573,0.000050210794,3.294989e-7,0.0000059300905,0.000010537488,0.40556538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955737,0.0019147382,0.00019015785,0.0006803437,0.0008430938,0.0007979629],"domain_scores_gemma":[0.9976798,0.0005947338,0.00014924031,0.0005090181,0.00075781,0.00030935238],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025129772,0.00019780814,0.00029564026,0.0008704724,0.013072349,0.0007083752,0.0022897278,0.00036540354,0.000011163111],"category_scores_gemma":[0.00023359926,0.00025201403,0.00015146773,0.0021431306,0.0011933572,0.0024295442,0.00090002595,0.0013283605,0.000049476184],"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":[0.00010076856,0.00011430565,0.002087587,0.000021251453,0.00009008902,0.00052944844,0.005720589,0.000016177144,0.0026597034,0.9871898,0.0012924501,0.00017777416],"study_design_scores_gemma":[0.0012272274,0.0001450594,0.004470252,0.0003217109,0.00008188201,0.000004871494,0.043350723,0.00014580287,0.00080008316,0.002978462,0.94602805,0.00044588215],"about_ca_topic_score_codex":0.042571478,"about_ca_topic_score_gemma":0.0062620384,"teacher_disagreement_score":0.9842114,"about_ca_system_score_codex":0.0017467387,"about_ca_system_score_gemma":0.00219508,"threshold_uncertainty_score":0.9999932},"labels":[],"label_agreement":null},{"id":"W7071881962","doi":"","title":"Transforming Postsecondary Education with Service Design: Engaging with Colleges in the Greater Toronto Area (GTA)","year":2023,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Student affairs; Service (business); Service design; Archetype; Service delivery framework; Higher education","score_opus":0.07324735845532333,"score_gpt":0.29106480750877656,"score_spread":0.21781744905345324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071881962","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008070311,0.00014861923,0.00013163051,0.0005322253,0.00013138421,0.0048733545,0.00016854136,0.00047840326,0.9854655],"genre_scores_gemma":[0.025683735,0.000206386,0.00066720694,0.00006618386,0.00012970594,0.000010961551,0.0001016721,0.0010039258,0.97213024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99150103,0.0035729571,0.00025940273,0.0015718489,0.0017762248,0.0013185221],"domain_scores_gemma":[0.996406,0.0005032088,0.00034389924,0.0015382379,0.0007755401,0.00043311884],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021240532,0.00079374947,0.0008005196,0.0025777174,0.0020454717,0.0005724655,0.0045159124,0.0006071554,0.000040023315],"category_scores_gemma":[0.000022788845,0.00069399725,0.00012974597,0.0051643425,0.0007554028,0.0024331382,0.00048191322,0.0019261903,0.00020392035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014058764,0.0014308016,0.0068560257,0.00085442985,0.0022019402,0.01962731,0.026702598,0.0003355751,0.0012446557,0.80644315,0.11879153,0.0014532343],"study_design_scores_gemma":[0.0041910512,0.0008304404,0.0020798903,0.0027519236,0.00038280647,0.00023719475,0.104986265,0.00006624128,0.00027295813,0.0000073207048,0.8829238,0.0012700965],"about_ca_topic_score_codex":0.07330198,"about_ca_topic_score_gemma":0.2064986,"teacher_disagreement_score":0.8064358,"about_ca_system_score_codex":0.0049314466,"about_ca_system_score_gemma":0.0051036254,"threshold_uncertainty_score":0.9995511},"labels":[],"label_agreement":null},{"id":"W7072036168","doi":"","title":"User Fatigue and&#13;\\nEye Controlled Technology","year":2013,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"User interface; Interface (matter); Set (abstract data type); Process (computing); Window (computing); User interface design; Interface design; Computer users","score_opus":0.04599753679439994,"score_gpt":0.2980766198531725,"score_spread":0.2520790830587726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072036168","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004319798,0.00061094924,0.000120798504,0.0005433398,0.00033575314,0.005773133,0.00022718245,0.0010254175,0.9870436],"genre_scores_gemma":[0.0064161927,0.00089246046,0.0006502444,0.00002325452,0.00019036004,0.000006135571,0.00007435741,0.00081354514,0.9909335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906657,0.0028161902,0.00044345536,0.0024328218,0.0016723201,0.0019695591],"domain_scores_gemma":[0.99408156,0.00039942565,0.0007879946,0.002460761,0.0011415501,0.0011287209],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.001308009,0.001097278,0.0020813441,0.010378483,0.0021536343,0.00069624593,0.006294683,0.0024465898,0.00014471698],"category_scores_gemma":[0.00020921801,0.0012778271,0.00039272438,0.0052634845,0.0037853261,0.0014131634,0.0039866026,0.003134918,0.0027135445],"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":[0.0014470399,0.00028727786,0.0018510289,0.00009956975,0.0011155304,0.002772997,0.00010493286,0.0000044072367,0.0013040651,0.76134634,0.22935914,0.00030765386],"study_design_scores_gemma":[0.013802378,0.00043296098,0.00037513452,0.0006913858,0.00039334627,0.00007371199,0.0027052464,0.00010929469,0.0002347267,0.00006458142,0.97984076,0.0012764748],"about_ca_topic_score_codex":0.016358884,"about_ca_topic_score_gemma":0.003001976,"teacher_disagreement_score":0.7612818,"about_ca_system_score_codex":0.0021443688,"about_ca_system_score_gemma":0.0015681672,"threshold_uncertainty_score":0.9991649},"labels":[],"label_agreement":null},{"id":"W7074069640","doi":"","title":"INTRODUCTION: Design studies in Canada (and beyond): The state of the field","year":2015,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); State (computer science)","score_opus":0.0502779720587071,"score_gpt":0.2796937191028653,"score_spread":0.22941574704415818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7074069640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70829684,0.000056590932,0.0012379987,0.006138296,0.00030961935,0.0005945012,0.000016082839,0.0000063642838,0.2833437],"genre_scores_gemma":[0.9792455,0.00000628093,0.00006706254,0.00002923278,0.000071829745,2.3740444e-7,0.0000011080878,0.0000034532882,0.020575326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998555,0.0006478075,0.0000857214,0.00019909407,0.00032454432,0.00018783571],"domain_scores_gemma":[0.9988226,0.00046269715,0.000060037695,0.0002340164,0.00033087053,0.00008974165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039181663,0.00008042174,0.0001370072,0.00005454845,0.00040682202,0.000031376003,0.00071200455,0.000015682313,0.0000010185537],"category_scores_gemma":[0.000022703436,0.000060417995,0.00003206122,0.00054852606,0.00046202066,0.00023058752,0.00053904176,0.00031262197,0.0000013573291],"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":[0.00018901678,0.00003345833,0.0037370736,0.0000051251855,0.00007259518,0.000021519107,0.0006555254,0.001957535,0.00004189772,0.9891081,0.0032134186,0.00096473965],"study_design_scores_gemma":[0.008885836,0.0012609571,0.028174926,0.00026821042,0.00029777922,0.000022438107,0.19374919,0.005321402,0.029204844,0.36595044,0.36538696,0.0014770229],"about_ca_topic_score_codex":0.31126487,"about_ca_topic_score_gemma":0.03519528,"teacher_disagreement_score":0.6231577,"about_ca_system_score_codex":0.00032755782,"about_ca_system_score_gemma":0.0013313993,"threshold_uncertainty_score":0.9824099},"labels":[],"label_agreement":null},{"id":"W7075672503","doi":"","title":"What does 'media define what really is' mean? (Part I)","year":2016,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); The arts; Fine art; Presentation (obstetrics); Period (music)","score_opus":0.08295757866704769,"score_gpt":0.2565044074773184,"score_spread":0.17354682881027073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7075672503","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003371299,0.0019074667,0.000023387896,0.0009069354,0.0073739034,0.0008744916,0.0009950434,0.00013940044,0.98744226],"genre_scores_gemma":[0.00026519992,0.03018861,0.00011140376,0.00008765941,0.00043039426,0.0000011959337,0.000056574816,0.00016960577,0.9686894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99579483,0.00025290626,0.00045861764,0.0020341147,0.00031192243,0.0011476162],"domain_scores_gemma":[0.99674785,0.00020302198,0.0006994682,0.001555657,0.00024291119,0.0005511115],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013957263,0.00054737093,0.0011351095,0.0020948043,0.0012136801,0.001590646,0.0034878328,0.00066913996,0.0024251651],"category_scores_gemma":[0.000049910388,0.0005782386,0.00038177348,0.00080874056,0.0013695317,0.0041678967,0.0019904657,0.0007024014,0.017952917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010514336,0.00007893594,0.00024783533,0.00003779422,0.00034877748,0.00028590352,0.00071256835,3.7931835e-7,0.0000034197801,0.571606,0.42627692,0.0002963499],"study_design_scores_gemma":[0.0015991777,0.00006793971,0.000066072585,0.0006452646,0.00005131101,0.000005503335,0.013353208,0.0000071101413,0.000034273973,0.0006121976,0.9828002,0.0007577472],"about_ca_topic_score_codex":0.003457685,"about_ca_topic_score_gemma":0.0019904214,"teacher_disagreement_score":0.5709938,"about_ca_system_score_codex":0.0013525177,"about_ca_system_score_gemma":0.00034921968,"threshold_uncertainty_score":0.9996669},"labels":[],"label_agreement":null},{"id":"W7080239511","doi":"","title":"Unmasked: A Narrative Exploration of Identity in Female Educators with ADHD","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Narrative; Empathy; Identity (music); Creativity; Burnout; Qualitative research; Narrative inquiry; Subject (documents)","score_opus":0.05826555112210948,"score_gpt":0.31175214550395997,"score_spread":0.2534865943818505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7080239511","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020877013,0.000046042678,0.0040434017,0.000610043,0.00016840543,0.0007962208,0.000012866388,0.000079252066,0.9921561],"genre_scores_gemma":[0.048330873,0.000090048365,0.0015709455,0.0000075777257,0.0000412453,0.0000010076018,0.000016437878,0.000016294141,0.94992554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968145,0.0008864085,0.0001862977,0.0009618654,0.00066589675,0.0004850397],"domain_scores_gemma":[0.99777955,0.00012367753,0.0003127626,0.0010293908,0.00056805735,0.00018655839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006626693,0.00028683923,0.0004942448,0.0014899005,0.0004832563,0.00017833736,0.003962336,0.00040336128,0.000012306806],"category_scores_gemma":[0.000065332584,0.00032658668,0.0000959482,0.0033992513,0.00053120666,0.002121965,0.0015502842,0.0007925912,0.000013448181],"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":[0.0001627438,0.00021738118,0.0008376555,0.0001926813,0.00013028677,0.0008774352,0.004515303,0.000069292095,0.00011911863,0.98514724,0.007571058,0.00015981059],"study_design_scores_gemma":[0.0023153152,0.0004052478,0.00063496706,0.001825644,0.00005889686,0.000014222446,0.06199452,0.00022751807,0.0018788776,0.00088630954,0.9289651,0.0007934059],"about_ca_topic_score_codex":0.009098655,"about_ca_topic_score_gemma":0.0030292924,"teacher_disagreement_score":0.9842609,"about_ca_system_score_codex":0.0005614744,"about_ca_system_score_gemma":0.00211409,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W7081585919","doi":"","title":"A House for Art: Inclusive Representation for Artists Labelled/with IDD in Canadian Art Galleries","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Representation (politics); Mainstream; The arts; Inclusion (mineral); Contemporary art; Self representation","score_opus":0.031062805340115057,"score_gpt":0.2885241469448458,"score_spread":0.2574613416047307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7081585919","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009203433,0.000033978413,0.010024652,0.0026340121,0.00014685086,0.0024414046,0.000093243376,0.00013607465,0.98439777],"genre_scores_gemma":[0.0019205926,0.00007459615,0.004574573,0.000046741967,0.000057396162,0.000008392339,0.00008325442,0.000036013415,0.99319845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969671,0.00039062503,0.0001714769,0.0011503273,0.00040005695,0.000920417],"domain_scores_gemma":[0.9974122,0.00032507977,0.00020009174,0.0009604738,0.00068623,0.00041594022],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063246366,0.00031119277,0.00046750915,0.0014693028,0.0011080626,0.00030170093,0.0029982352,0.0004676927,0.000008138457],"category_scores_gemma":[0.00016929829,0.00036975992,0.00012213206,0.001511742,0.00035624206,0.00058141624,0.0009985218,0.00051550305,0.000029584897],"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":[0.00035082328,0.000072860006,0.0006464125,0.000180614,0.00014025072,0.00093590183,0.0003215135,0.00008621132,0.00005205106,0.79081035,0.20617718,0.00022584926],"study_design_scores_gemma":[0.0019419029,0.0002049041,0.00020207262,0.00038117403,0.000032723485,0.000010397137,0.000816639,0.00077872496,0.0002774329,0.00035745933,0.9945943,0.00040228],"about_ca_topic_score_codex":0.082816005,"about_ca_topic_score_gemma":0.33654043,"teacher_disagreement_score":0.7904529,"about_ca_system_score_codex":0.0012067198,"about_ca_system_score_gemma":0.0039681564,"threshold_uncertainty_score":0.9998754},"labels":[],"label_agreement":null},{"id":"W7082092560","doi":"","title":"Multiple Contemporaneities in Peruvian Art as seen through the practices of Dora Panduro Silvano and Claudia Martinez Garay","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Colonialism; Indigenous; Oppression; Identity (music); State (computer science); Memory work; Resistance (ecology); Ethnography","score_opus":0.05165609038514872,"score_gpt":0.29943048095652636,"score_spread":0.24777439057137762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7082092560","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013187457,0.0003017519,0.00032608924,0.0033870933,0.000117311865,0.0008883884,0.000024508006,0.00006864495,0.99356747],"genre_scores_gemma":[0.05031759,0.0005347109,0.00056505244,0.00004067953,0.000036505502,8.206909e-7,0.000013642193,0.000014860928,0.94847614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965409,0.0012939784,0.00021666421,0.0008705319,0.0005388909,0.00053905207],"domain_scores_gemma":[0.997113,0.00076612085,0.000593289,0.0010308056,0.0003578388,0.00013895523],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009466081,0.0002943945,0.00049771875,0.0004948812,0.0006827047,0.00019762255,0.0034121054,0.00041524266,0.000014692884],"category_scores_gemma":[0.00035694186,0.00028466526,0.00010415248,0.001113814,0.0008972623,0.0008632102,0.0022795845,0.00095508626,0.000021224385],"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":[0.000296681,0.00014360715,0.006802453,0.00029219917,0.00020152357,0.0014239396,0.0013069205,0.000017002725,0.00035971016,0.9396126,0.049344905,0.00019845214],"study_design_scores_gemma":[0.0011571693,0.000121089586,0.0009998555,0.0004207544,0.000034999426,0.000020005937,0.0053006657,0.00019533692,0.00048729478,0.0002845934,0.99068516,0.00029307688],"about_ca_topic_score_codex":0.016038943,"about_ca_topic_score_gemma":0.0021394975,"teacher_disagreement_score":0.94134027,"about_ca_system_score_codex":0.00018110867,"about_ca_system_score_gemma":0.000989485,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W7082096515","doi":"","title":"Understanding Cities as Systems: Making a Case for Foresight","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","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":"Futures studies; Futures contract; Strategic planning; Maturity (psychological); Strategic thinking; Scenario planning","score_opus":0.16870306880922933,"score_gpt":0.31436511225654834,"score_spread":0.145662043447319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7082096515","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016229089,0.0001665896,0.09792596,0.0005751672,0.00047001732,0.0014832937,0.000057836005,0.00027237108,0.89903253],"genre_scores_gemma":[0.0133397,0.00008622828,0.0016836519,0.000021594615,0.00012417142,0.000002272947,0.000018157098,0.00003651164,0.9846877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627376,0.0007492722,0.00020841004,0.0012689834,0.0005943054,0.00090527616],"domain_scores_gemma":[0.9971817,0.000507504,0.00030431125,0.0012472264,0.0004904092,0.00026883913],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008899071,0.00041101332,0.0005740374,0.0014415608,0.0023251998,0.0008637405,0.0044570877,0.0006857777,0.000008641038],"category_scores_gemma":[0.00012255243,0.0005002779,0.00022347743,0.0013907996,0.0004772635,0.00071567134,0.0023214798,0.00077486184,0.000021747734],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011116105,0.00004339695,0.000043309057,0.0005291129,0.00025712454,0.013484086,0.00022446972,0.000049949744,0.000022108063,0.8781569,0.10703196,0.000046426103],"study_design_scores_gemma":[0.0010872579,0.00014461405,0.0000021831186,0.0012637766,0.000074018855,0.00045348218,0.0072219614,0.0019611616,0.0000754118,0.0011973574,0.9859845,0.0005342419],"about_ca_topic_score_codex":0.0044505517,"about_ca_topic_score_gemma":0.000549157,"teacher_disagreement_score":0.87895256,"about_ca_system_score_codex":0.0016096925,"about_ca_system_score_gemma":0.001613209,"threshold_uncertainty_score":0.9997449},"labels":[],"label_agreement":null},{"id":"W7094319591","doi":"","title":"Disruption Ready:&#13;\\nBuilding market resilience through ‘adapted foresight’, organizational agility, 
co-creative intelligence and employee engagement","year":2019,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Disengagement theory; Futures studies; Timeline; Set (abstract data type); Product (mathematics); New product development; Psychological resilience; Face (sociological concept); Resilience (materials science); Strategic planning","score_opus":0.08112782276504617,"score_gpt":0.34118656582155815,"score_spread":0.260058743056512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094319591","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043267994,0.00019415011,0.002406573,0.00011794239,0.00025326904,0.0038638492,0.0005995831,0.00043059574,0.9878072],"genre_scores_gemma":[0.039858323,0.001274032,0.0015048141,0.000019395495,0.00015398656,0.0000021322674,0.00038198047,0.0005262248,0.9562791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882784,0.004752615,0.000477331,0.0026609227,0.002443495,0.0013872517],"domain_scores_gemma":[0.99467695,0.0007352352,0.0007305607,0.0018580526,0.0013486027,0.0006505759],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023367207,0.0009531548,0.0010858038,0.0028704484,0.0027046232,0.0006603261,0.004291227,0.00097521325,0.000261087],"category_scores_gemma":[0.0003501107,0.0011603798,0.00018868136,0.004177342,0.002584046,0.00235461,0.0032551144,0.0021875321,0.0008662816],"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":[0.0017025662,0.000314186,0.012544516,0.00022612093,0.0006171061,0.0011888848,0.0011417045,0.000068756875,0.0009116765,0.8580707,0.12303065,0.0001831797],"study_design_scores_gemma":[0.00197836,0.00059686246,0.00791211,0.001197148,0.00032104077,0.000057960697,0.008301404,0.00032011242,0.0010928069,0.0002794408,0.97643,0.0015127575],"about_ca_topic_score_codex":0.011198801,"about_ca_topic_score_gemma":0.002162928,"teacher_disagreement_score":0.8577912,"about_ca_system_score_codex":0.00363338,"about_ca_system_score_gemma":0.0017158856,"threshold_uncertainty_score":0.99991167},"labels":[],"label_agreement":null},{"id":"W7112989120","doi":"","title":"Materials as Systems: The case of advanced textiles as key actors in a systemic change","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Material Selection and Properties","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":"Ontario College of Art and Design","funders":"","keywords":"Perspective (graphical); Key (lock); Relation (database); Field (mathematics); Work (physics); Technological change","score_opus":0.09500558529577302,"score_gpt":0.31836983487293397,"score_spread":0.22336424957716094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112989120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8767548,0.00006148044,0.0000012120659,0.00016028737,0.0006125715,0.0013058139,0.000051999577,0.00009826554,0.12095357],"genre_scores_gemma":[0.9344375,0.00021652943,0.0000071674062,0.000008982006,0.00006575256,0.0000047445037,0.000008271684,0.00001846185,0.0652326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99568254,0.0023972795,0.0002852319,0.00054388586,0.00048740528,0.00060368783],"domain_scores_gemma":[0.99840677,0.00023351218,0.00021371842,0.00058479246,0.0003733029,0.00018792706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019176141,0.0002075195,0.00042738474,0.000725537,0.0011392566,0.00035421937,0.0015493802,0.000190968,0.00003209215],"category_scores_gemma":[0.00009809931,0.00018224442,0.00006574751,0.0017490326,0.00048616406,0.0011306149,0.00080940215,0.00023354261,0.00029253194],"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":[0.00091560325,0.00005028033,0.00014902362,0.0002115994,0.0000250537,0.0048583224,0.0041852687,0.00007204564,0.5052936,0.48395818,0.00019426143,0.00008673562],"study_design_scores_gemma":[0.0037695013,0.0013060272,0.0011683312,0.0014867903,0.00009313238,0.0023032846,0.21193436,0.00020296934,0.57384664,0.0001300956,0.20276575,0.0009931183],"about_ca_topic_score_codex":0.05480755,"about_ca_topic_score_gemma":0.0015523812,"teacher_disagreement_score":0.48382807,"about_ca_system_score_codex":0.00054704765,"about_ca_system_score_gemma":0.00039652028,"threshold_uncertainty_score":0.9514866},"labels":[],"label_agreement":null},{"id":"W7127209793","doi":"","title":"Elysium","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Everyday life; Solidarity; Renting; Phenomenon; Function (biology)","score_opus":0.05883914215766206,"score_gpt":0.31805071533258333,"score_spread":0.2592115731749213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127209793","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015927941,0.00023924038,0.00013898303,0.0002877622,0.0006928103,0.0026399528,0.00073407986,0.0009811166,0.9941268],"genre_scores_gemma":[0.0011601872,0.00044107658,0.0005779953,0.00003065258,0.00031820915,0.0000010507501,0.0002104764,0.0007154584,0.9965449],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98923945,0.00371776,0.0003561785,0.0025501156,0.0021830956,0.001953397],"domain_scores_gemma":[0.9937952,0.00035134418,0.00055600336,0.0030536195,0.0011948819,0.0010489619],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0015422796,0.0009937561,0.0013441718,0.008964015,0.0024465173,0.00067303865,0.009524613,0.0016815912,0.0001525399],"category_scores_gemma":[0.00014331007,0.0013043334,0.0005677395,0.0076658763,0.0020504338,0.0011579957,0.004466319,0.003114017,0.0050859516],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000599735,0.000264996,0.0002725061,0.00012388137,0.0006486393,0.0039186343,0.00007429346,0.0000059252156,0.0004852258,0.58282167,0.41059703,0.00018748573],"study_design_scores_gemma":[0.0029507414,0.00021072256,0.00024835663,0.0008645855,0.00040838096,0.000023840703,0.0016435521,0.000034047363,0.00036200357,0.00006122307,0.9919972,0.0011953816],"about_ca_topic_score_codex":0.023651315,"about_ca_topic_score_gemma":0.0035629629,"teacher_disagreement_score":0.5827604,"about_ca_system_score_codex":0.0043851244,"about_ca_system_score_gemma":0.0049549174,"threshold_uncertainty_score":0.9996144},"labels":[],"label_agreement":null},{"id":"W7127221976","doi":"","title":"Designing the Sweet Spot: The Next Food-as-a-Service Approach for Independent Hospitality Sector","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures studies; Business Model Canvas; Futures contract; Business model; Stakeholder; Grounded theory; Hospitality; Sustainability; Transparency (behavior); Food systems","score_opus":0.11003542092913092,"score_gpt":0.30228663182815163,"score_spread":0.1922512108990207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127221976","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016617193,0.00035318043,0.002726124,0.0008164905,0.00048475634,0.009637178,0.0008854759,0.00046926909,0.9829658],"genre_scores_gemma":[0.017068509,0.00016395397,0.0012578958,0.00015381699,0.0004223996,0.00001744139,0.0002608353,0.0005987312,0.9800564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9874828,0.0050347648,0.00044878665,0.0024980078,0.0025290693,0.0020066104],"domain_scores_gemma":[0.9917802,0.0013483767,0.0008224498,0.0036282863,0.0017485643,0.0006721194],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004397538,0.0011066793,0.0011609093,0.0024143693,0.0060853846,0.0014956594,0.013993764,0.0014086814,0.000038146292],"category_scores_gemma":[0.0002764387,0.0009572445,0.0006971207,0.005934179,0.00181184,0.001259684,0.004656617,0.0035011638,0.00034255392],"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":[0.0016047925,0.00042703288,0.00030979808,0.00037953135,0.001758639,0.0003221824,0.00091408915,0.00013134004,0.0006164448,0.8459762,0.14739549,0.00016446791],"study_design_scores_gemma":[0.0033361658,0.0005293807,0.00047956596,0.00046967567,0.00066593505,0.000031827512,0.0247866,0.00032528094,0.00059948384,0.00016463165,0.9674606,0.0011509097],"about_ca_topic_score_codex":0.023733603,"about_ca_topic_score_gemma":0.0042763893,"teacher_disagreement_score":0.84581155,"about_ca_system_score_codex":0.0035976267,"about_ca_system_score_gemma":0.0049094786,"threshold_uncertainty_score":0.9998877},"labels":[],"label_agreement":null},{"id":"W7133080580","doi":"","title":"Canadian cancer screening disparities: A recent historical perspective","year":2015,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer screening; Mammography; Fecal occult blood; Psychological intervention; Pap test; Breast cancer screening; Cancer; Cervical cancer; Population; Colorectal cancer","score_opus":0.2915800723013219,"score_gpt":0.3937905422164109,"score_spread":0.10221046991508903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133080580","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047771443,0.0007452958,0.0002423051,0.01263453,0.00031910936,0.00083619385,0.00003397448,0.0000793475,0.9373378],"genre_scores_gemma":[0.5204392,0.0008388847,0.0014738226,0.00037477416,0.00031703414,0.0000018734326,0.00002490898,0.00003967035,0.4764898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630815,0.0005479864,0.00017209936,0.0007909011,0.0011729824,0.001007881],"domain_scores_gemma":[0.99451715,0.0000831608,0.00009708941,0.0005785766,0.0024583647,0.0022656892],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000868819,0.00024827285,0.00045858353,0.0009034577,0.0014130117,0.00017686716,0.0011858776,0.00027373456,0.000012710986],"category_scores_gemma":[0.00020672801,0.00029371117,0.0001463603,0.0019115146,0.00034845696,0.0010595131,0.00046777856,0.0010855534,0.000035941266],"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":[0.0027226615,0.00012430256,0.054146763,0.000024517654,0.000263267,0.0077406615,0.0014881728,0.0000835682,0.00014498501,0.8932182,0.03835408,0.0016888238],"study_design_scores_gemma":[0.0026936329,0.00058518985,0.0073433667,0.00024898755,0.00014597316,0.00011421402,0.02496048,0.00023435046,0.00014829813,0.000090670386,0.9630661,0.00036872708],"about_ca_topic_score_codex":0.8636932,"about_ca_topic_score_gemma":0.25340173,"teacher_disagreement_score":0.924712,"about_ca_system_score_codex":0.03332908,"about_ca_system_score_gemma":0.007940316,"threshold_uncertainty_score":0.9999515},"labels":[],"label_agreement":null},{"id":"W7135157210","doi":"","title":"How to build resilient communities? The Chilean Environmental Observatory as an interdisciplinary research case driven by systemic design to empower through information","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Sustainability and Climate Change Governance","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":"Ontario College of Art and Design","funders":"","keywords":"Distrust; Transparency (behavior); Civil society; Action (physics); Multidisciplinary approach; Tacit knowledge; Information sharing; Sustainable development; Sustainability; Environmental governance","score_opus":0.0880033732817579,"score_gpt":0.33432419910634986,"score_spread":0.24632082582459197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135157210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91028,0.000011122831,0.00024759912,0.0031178414,0.00011002508,0.0025525251,0.00011784704,0.00008430734,0.08347871],"genre_scores_gemma":[0.9406001,0.00007254574,0.00013929752,0.00013671766,0.000030725427,0.000010410598,0.00006323677,0.000023423241,0.05892357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99305433,0.0034951433,0.00021349483,0.0006479872,0.0015183816,0.0010706899],"domain_scores_gemma":[0.9972219,0.0004951335,0.00011340311,0.0014410275,0.00013666805,0.0005919023],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00300333,0.00027135928,0.00026299868,0.000352093,0.005887069,0.00060637196,0.0036133886,0.0002059719,0.000026107517],"category_scores_gemma":[0.00008814249,0.00027610234,0.00009406374,0.0024236008,0.0012504563,0.004249662,0.0077826073,0.0010499344,0.0006502641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067706597,0.0014934663,0.04013191,0.00023716621,0.00029420617,0.017609714,0.4992934,0.015599895,0.018352652,0.2148089,0.18267195,0.0027360977],"study_design_scores_gemma":[0.0007624088,0.0012366442,0.007154824,0.00011627603,0.000020878122,0.0002338907,0.76287633,0.0005415171,0.0011209763,0.00010007119,0.22539091,0.00044528226],"about_ca_topic_score_codex":0.0094160205,"about_ca_topic_score_gemma":0.0017827265,"teacher_disagreement_score":0.26358294,"about_ca_system_score_codex":0.004927069,"about_ca_system_score_gemma":0.00017812072,"threshold_uncertainty_score":0.9999691},"labels":[],"label_agreement":null},{"id":"W7135157733","doi":"","title":"Barriers and Enablers to Transciplinarity in Practice","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Interdisciplinary Research and Collaboration","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":"Ontario College of Art and Design","funders":"","keywords":"Workforce; Experiential learning; Sensemaking; Work (physics); Process (computing); Face (sociological concept); Reflection (computer programming); Reflective practice","score_opus":0.1744579038162415,"score_gpt":0.45562591119966184,"score_spread":0.28116800738342035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135157733","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4148844,0.000012721962,0.00014110151,0.008049536,0.00012287666,0.00081046013,0.000025384823,0.00004820604,0.5759053],"genre_scores_gemma":[0.74597687,0.00007371733,0.00026553113,0.000049158356,0.000041764153,0.000001420184,0.0000061679903,0.000013185207,0.25357217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99229705,0.0030801045,0.0002978256,0.0011504791,0.0022381716,0.00093637465],"domain_scores_gemma":[0.9948361,0.0016514774,0.00010002337,0.0008096808,0.0015586211,0.0010440836],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008542894,0.00019689125,0.0003490391,0.0029660456,0.0024149858,0.0009842155,0.0029735991,0.00020717947,0.000007935455],"category_scores_gemma":[0.0017201375,0.00021331666,0.00008644291,0.01163006,0.00057240954,0.003608424,0.0020332718,0.0008288696,0.0003208242],"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":[0.0032883154,0.000082077524,0.009793014,0.000011508493,0.000048271897,0.0040686857,0.004800028,0.00046949138,0.0023411948,0.9650543,0.008713512,0.0013296315],"study_design_scores_gemma":[0.0021106768,0.000930671,0.02555275,0.00007416307,0.00002239201,0.000030579136,0.18823643,0.0022533352,0.0006454391,0.00094443717,0.7787667,0.00043244718],"about_ca_topic_score_codex":0.0016954315,"about_ca_topic_score_gemma":0.0039715576,"teacher_disagreement_score":0.96410984,"about_ca_system_score_codex":0.000901574,"about_ca_system_score_gemma":0.0013652513,"threshold_uncertainty_score":0.9988837},"labels":[],"label_agreement":null},{"id":"W7135157771","doi":"","title":"Expanding the Notion of Care in Architecture: Recovering a more-than-human Third Landscape in Kyoto","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Collaborative and Sustainable Housing Initiatives","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":"Ontario College of Art and Design","funders":"","keywords":"Context (archaeology); Agency (philosophy); Landscape design; Architecture; Conceptual framework; Ecological design; Landscape architecture","score_opus":0.0533938777689647,"score_gpt":0.361282172025692,"score_spread":0.3078882942567273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135157771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56690866,0.000025649242,0.00001301855,0.00038599593,0.000047370002,0.0005111558,0.000006153545,0.00002799338,0.43207404],"genre_scores_gemma":[0.9705011,0.0001441535,0.000028802922,0.000005981175,0.00003999949,0.0000011000287,0.000008890011,0.00000934403,0.029260594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9961848,0.0020602334,0.00015777396,0.0003979287,0.0006199002,0.00057932147],"domain_scores_gemma":[0.9986217,0.0004107119,0.00010485868,0.0002908126,0.000458825,0.00011307271],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017299114,0.000128852,0.00025655603,0.0013667052,0.0020866648,0.00016972836,0.0012187232,0.00015340686,0.000001674939],"category_scores_gemma":[0.00018152737,0.00013537428,0.00007703937,0.005702693,0.0007151193,0.00083054486,0.00053193135,0.00058426266,0.0000043051887],"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":[0.0007707265,0.00007969639,0.07530629,0.00007749147,0.000034583907,0.0012618251,0.14264767,0.0010811115,0.0010746769,0.7769621,0.00009416213,0.00060969056],"study_design_scores_gemma":[0.0015016717,0.00029837547,0.06866499,0.00031987173,0.000015642347,0.0000011719675,0.86612976,0.00009776987,0.00058931246,0.00028318953,0.06182279,0.0002754698],"about_ca_topic_score_codex":0.02381684,"about_ca_topic_score_gemma":0.06428023,"teacher_disagreement_score":0.7766789,"about_ca_system_score_codex":0.0012502762,"about_ca_system_score_gemma":0.0010404153,"threshold_uncertainty_score":0.9992125},"labels":[],"label_agreement":null},{"id":"W7135157814","doi":"","title":"Designing For Human Dignity: New approaches to the inclusivity of homeless and vulnerably housed communities","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"Arts and Humanities Research Council","keywords":"Cognitive reframing; Presentation (obstetrics); SAFER; Human services; Curiosity; General partnership; Localism; Participatory action research","score_opus":0.5339417285026188,"score_gpt":0.446779902265847,"score_spread":0.08716182623677177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135157814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8405584,0.000024327692,0.0011497677,0.0011170394,0.00010549688,0.0021778054,0.00005360674,0.00009950254,0.15471405],"genre_scores_gemma":[0.9282308,0.000075304364,0.00021695143,0.000017030783,0.00010638868,0.0000046558944,0.000027061717,0.0000264245,0.071295336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9949789,0.0032228767,0.00022541803,0.00036591289,0.00048108608,0.00072582165],"domain_scores_gemma":[0.99678916,0.0017125264,0.00016932872,0.00058808504,0.0003864591,0.000354461],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028804515,0.00018821146,0.0005856142,0.0006062091,0.010348475,0.000103815066,0.0017653791,0.0002602697,0.0000018267201],"category_scores_gemma":[0.00008937358,0.00018375089,0.000094035975,0.0015798628,0.00054665486,0.00053806684,0.0022504327,0.0009254361,0.000013512447],"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":[0.00041044713,0.00006543278,0.022093197,0.0002154905,0.00010678462,0.000042473264,0.06344532,0.000052147425,0.0005963759,0.9115596,0.00035158067,0.0010611851],"study_design_scores_gemma":[0.0029389232,0.00043154747,0.022629486,0.000380664,0.000089707944,3.1848577e-7,0.85369813,0.00018840305,0.0012227163,0.00092148036,0.11710813,0.00039047588],"about_ca_topic_score_codex":0.037247926,"about_ca_topic_score_gemma":0.03795571,"teacher_disagreement_score":0.9106381,"about_ca_system_score_codex":0.0004301419,"about_ca_system_score_gemma":0.00082132337,"threshold_uncertainty_score":0.9909399},"labels":[],"label_agreement":null},{"id":"W7135157878","doi":"","title":"Facing Current Canadian SI/SF Ecosystem: Building understanding through systems mapping and thinking","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Social economy; Social system; Social change; Systems thinking; Social innovation; Impact investing","score_opus":0.3276991482927796,"score_gpt":0.31206959277574714,"score_spread":0.015629555517032434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135157878","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35975897,0.0003192608,0.0016367349,0.00048833387,0.0006012386,0.0006457555,0.00008091398,0.00011248551,0.6363563],"genre_scores_gemma":[0.9764114,0.0008241333,0.00016596753,0.000011359438,0.00006755487,5.3241195e-7,0.000025047062,0.00002585915,0.022468142],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975456,0.00040428256,0.00030083972,0.0006035476,0.00021198814,0.0009337132],"domain_scores_gemma":[0.9985221,0.00025687288,0.00020948134,0.0004292103,0.00013063589,0.00045168414],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022389996,0.00022523288,0.0004760828,0.0017821249,0.005174151,0.000988615,0.0014041528,0.00020935723,0.0000028847962],"category_scores_gemma":[0.000083009196,0.00032525204,0.000103714745,0.0022863946,0.00018956944,0.001800636,0.0009195927,0.0008110226,0.00009192635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021461676,0.00001675231,0.01943736,0.000099636716,0.00011661377,0.0002856096,0.0060684932,0.000096872114,0.000041239884,0.9731347,0.0005723952,0.00010886978],"study_design_scores_gemma":[0.0016359615,0.000090479625,0.009696088,0.00073898566,0.000026982369,0.000023684841,0.090556376,0.0046268585,0.000028922592,0.0076008514,0.88401437,0.0009604671],"about_ca_topic_score_codex":0.14345703,"about_ca_topic_score_gemma":0.026615528,"teacher_disagreement_score":0.96553385,"about_ca_system_score_codex":0.004668344,"about_ca_system_score_gemma":0.0005216301,"threshold_uncertainty_score":0.99991995},"labels":[],"label_agreement":null},{"id":"W7135158351","doi":"","title":"Going Beyond Transactions: Frameworks for collaborating in systemic settings","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Interdisciplinary Research and Collaboration","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":"Ontario College of Art and Design","funders":"National Science Foundation","keywords":"Framing (construction); Transformative learning; Construct (python library); Transactional analysis; Transactional leadership; Collaborative design","score_opus":0.12748213577123974,"score_gpt":0.4225976152316717,"score_spread":0.295115479460432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135158351","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47548512,0.00005523,0.011229969,0.0039894446,0.00051671214,0.0031079508,0.00015172106,0.00016539308,0.5052985],"genre_scores_gemma":[0.7266501,0.000034996636,0.00062287494,0.000022414857,0.00007980105,0.0000057054604,0.00002245843,0.000020561321,0.27254105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99345815,0.0020277372,0.00046882173,0.0011048601,0.0019308346,0.0010095756],"domain_scores_gemma":[0.9933156,0.0027581512,0.00022586908,0.00080451573,0.002544433,0.00035146816],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0075284736,0.00022463906,0.0004510871,0.0027741566,0.0032029431,0.0012232924,0.0031167006,0.0004700019,0.0000057643338],"category_scores_gemma":[0.00088473025,0.00024852392,0.00016832352,0.012825103,0.00039926395,0.0027976036,0.00059030805,0.0012815275,0.00019794851],"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":[0.0020066088,0.00013323505,0.0026759836,0.00007017311,0.00007226011,0.0012297322,0.0030570559,0.0018606944,0.006356933,0.9696401,0.009239688,0.0036575305],"study_design_scores_gemma":[0.008319712,0.0020040218,0.005551833,0.0011751788,0.00007649974,0.000091339156,0.36178282,0.08697123,0.0046998844,0.007216903,0.5206351,0.0014754444],"about_ca_topic_score_codex":0.00025928215,"about_ca_topic_score_gemma":0.0016130399,"teacher_disagreement_score":0.9624232,"about_ca_system_score_codex":0.0013898347,"about_ca_system_score_gemma":0.0016213151,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W7135158584","doi":"","title":"Designing Systemic Mirrors","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Ontario College of Art and Design","funders":"","keywords":"Mirroring; Perspective (graphical); Systems thinking; Leverage (statistics); Context (archaeology); Presentation (obstetrics); Mental model; Viable system model","score_opus":0.4396532026757523,"score_gpt":0.44438414667434417,"score_spread":0.004730943998591863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135158584","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2351964,0.000071512244,0.00321608,0.00025888605,0.00059153,0.0008669136,0.000019048863,0.00023974977,0.7595399],"genre_scores_gemma":[0.5901494,0.00001618403,0.00039777622,0.000011112849,0.0000530082,4.252411e-7,0.0000028554198,0.000018679455,0.40935057],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9894337,0.0036316132,0.0005832291,0.0015207771,0.0037324764,0.0010981837],"domain_scores_gemma":[0.99224865,0.0031396835,0.00037600118,0.001791274,0.0017617014,0.0006826915],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008952499,0.00030497517,0.0006720788,0.0034837166,0.0038763636,0.0014447476,0.0067498796,0.0002837628,0.000016118971],"category_scores_gemma":[0.0009776459,0.0003094767,0.0003276407,0.010083414,0.00053316756,0.002044403,0.0029346808,0.0007887331,0.002377924],"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":[0.00033597182,0.000047006404,0.007860576,0.000015183846,0.00005848954,0.0037965162,0.0008354909,0.0003122096,0.0066002496,0.9612971,0.017668959,0.001172274],"study_design_scores_gemma":[0.0020971291,0.0002786447,0.011703801,0.00033442408,0.00003717708,0.00021416329,0.051918156,0.004246281,0.0007066994,0.002544126,0.92520833,0.0007110712],"about_ca_topic_score_codex":0.002348828,"about_ca_topic_score_gemma":0.00033457257,"teacher_disagreement_score":0.95875293,"about_ca_system_score_codex":0.0009101965,"about_ca_system_score_gemma":0.0008616933,"threshold_uncertainty_score":0.99993575},"labels":[],"label_agreement":null},{"id":"W7135158689","doi":"","title":"Choice Conditions and Behavioural Leverage Points in Complex and Adaptive Systems","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Ontario College of Art and Design","funders":"","keywords":"Psychological intervention; Presumption; Leverage (statistics); Complex adaptive system; Ideology; Macro; Systems design; Scale (ratio); Adaptive system","score_opus":0.48777778352580886,"score_gpt":0.44330869000518686,"score_spread":0.044469093520622005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135158689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6796391,0.00006050688,0.00017467482,0.0002635291,0.00015761949,0.0007438582,0.00008226715,0.000056732362,0.3188217],"genre_scores_gemma":[0.87979066,0.000023755763,0.000086411455,0.000011261757,0.00002936155,6.8216946e-7,0.000008578218,0.000011719805,0.12003757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99424237,0.00210095,0.00039733652,0.0010514713,0.0015815842,0.00062627875],"domain_scores_gemma":[0.99546766,0.0024280958,0.00020678827,0.0007002177,0.00073281454,0.00046443235],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0033525988,0.00021875891,0.00052411575,0.0023322995,0.0020433,0.0010436417,0.0017373888,0.00017679323,0.0000092064765],"category_scores_gemma":[0.0003963992,0.00022959994,0.000086693006,0.0037662461,0.000692406,0.0016767671,0.0020181125,0.0005690954,0.00010277546],"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":[0.00020269841,0.00005235655,0.06323048,0.000009359115,0.000028380719,0.0018774642,0.00071783125,0.00011482588,0.0006336759,0.9275453,0.005254366,0.00033326106],"study_design_scores_gemma":[0.002899553,0.0002773853,0.78030366,0.00017178534,0.000024387558,0.00012788393,0.031337563,0.014559385,0.000021316462,0.0014674376,0.16833797,0.0004716648],"about_ca_topic_score_codex":0.010117398,"about_ca_topic_score_gemma":0.0016089946,"teacher_disagreement_score":0.92607784,"about_ca_system_score_codex":0.0004369773,"about_ca_system_score_gemma":0.00026225194,"threshold_uncertainty_score":0.9999934},"labels":[],"label_agreement":null},{"id":"W7135159542","doi":"","title":"Futuring: Toward a more inclusive and empathetic approach","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Ontario College of Art and Design","funders":"","keywords":"Impermanence; Meaning (existential); Scope (computer science); Narrative; Futures contract; Ambiguity; Mindfulness; Position (finance)","score_opus":0.08210245583367498,"score_gpt":0.3332912659142744,"score_spread":0.2511888100805994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135159542","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32395732,0.00001762139,0.009096907,0.0028541645,0.0002388658,0.0008021842,0.0000068918894,0.0005008096,0.66252524],"genre_scores_gemma":[0.8971906,0.00006582244,0.0027858778,0.00004263813,0.000051296465,0.0000013906824,0.000012720728,0.00001910844,0.09983055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99681723,0.0006391375,0.00015928861,0.0010162907,0.0006617575,0.0007062786],"domain_scores_gemma":[0.99792534,0.00015615857,0.00013562535,0.0008857714,0.00067549216,0.0002216203],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008996648,0.00023734024,0.00029276306,0.0019210898,0.0022161298,0.00038812074,0.0036980554,0.00027827377,7.4764534e-7],"category_scores_gemma":[0.000057399473,0.0002832626,0.000082489256,0.0040007825,0.0008566319,0.0024161655,0.0049687685,0.0010620494,0.00007769458],"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":[0.0001107539,0.000099155935,0.0007290935,0.00003265312,0.00008379119,0.0017224198,0.0041437303,0.00003595923,0.001867006,0.9891508,0.00087185076,0.0011527577],"study_design_scores_gemma":[0.0074320873,0.0018684095,0.033695124,0.0003770205,0.00012573108,0.00089796074,0.106904685,0.05189146,0.01837353,0.004961989,0.7709757,0.0024963089],"about_ca_topic_score_codex":0.0005205886,"about_ca_topic_score_gemma":0.00002800786,"teacher_disagreement_score":0.98418885,"about_ca_system_score_codex":0.0009184331,"about_ca_system_score_gemma":0.0004177646,"threshold_uncertainty_score":0.999962},"labels":[],"label_agreement":null},{"id":"W7135159672","doi":"","title":"FUTURE (From Urban to hUman Regeneration): Systemic co-design in four European cities","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Curriculum; Stakeholder; Community engagement; European union; Urban design; Work (physics); Urban planning; Civil society; Action (physics)","score_opus":0.09982784916412558,"score_gpt":0.28195763700173654,"score_spread":0.18212978783761097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135159672","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42141226,0.0000065346917,0.0003818088,0.00092797924,0.00020344438,0.0007230686,0.000006254058,0.00021061966,0.576128],"genre_scores_gemma":[0.8831301,0.000018733495,0.00029099733,0.00012404486,0.0005326438,0.0000018316986,0.00008321738,0.000029642644,0.11578882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974442,0.0006311628,0.0002140087,0.00064374047,0.00049874606,0.00056812266],"domain_scores_gemma":[0.9988449,0.000082334125,0.0001334599,0.0004436352,0.00044893927,0.000046737663],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021030114,0.00021634181,0.0002852134,0.0018523039,0.0022792143,0.00037828615,0.001931974,0.0002216305,0.0000047443896],"category_scores_gemma":[0.00004729874,0.0002687346,0.00006179432,0.0040367837,0.00031156332,0.0013569649,0.0012731801,0.0006627798,0.00040427345],"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":[0.00015795372,0.000042112995,0.013735584,0.000035647074,0.000065166045,0.0019419246,0.0007948541,0.00007332883,0.0029057777,0.96406174,0.015847558,0.00033835354],"study_design_scores_gemma":[0.0029485929,0.00012442502,0.124546185,0.00038878495,0.00005680677,0.000009078324,0.05489359,0.0004503043,0.0018839905,0.0024728756,0.81105304,0.0011723285],"about_ca_topic_score_codex":0.0013917875,"about_ca_topic_score_gemma":0.0002502436,"teacher_disagreement_score":0.96158886,"about_ca_system_score_codex":0.0007526608,"about_ca_system_score_gemma":0.0001830985,"threshold_uncertainty_score":0.99997646},"labels":[],"label_agreement":null},{"id":"W7135159827","doi":"","title":"Imagineering Urban Places: Enhancing the urban design process with a futures-driven approach to design for spatial equity","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Urban design; Urban planning; Place identity; Normative; Process (computing); Spatial design; Equity (law); Design process; Capability approach; Design knowledge","score_opus":0.12587721133453617,"score_gpt":0.344790442097777,"score_spread":0.21891323076324082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135159827","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052224766,0.00004751872,0.3184458,0.0015869844,0.00031863415,0.006126101,0.000060728074,0.00049367937,0.62069577],"genre_scores_gemma":[0.78832364,0.000035068766,0.004788356,0.000044221604,0.00041820446,0.000014109929,0.000014685429,0.00004783936,0.20631388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99535424,0.0013332099,0.00015582878,0.00081190816,0.0012050488,0.0011397537],"domain_scores_gemma":[0.99740833,0.0008576658,0.00014618131,0.00049776473,0.00061265467,0.00047737994],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003036495,0.00025357233,0.00031784654,0.0004388763,0.0056321314,0.00056432345,0.003093678,0.00018258225,7.2108014e-7],"category_scores_gemma":[0.00024597388,0.00023793547,0.000096333766,0.0027119766,0.00064512313,0.0010180796,0.00057230424,0.0006067956,0.000019405948],"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":[0.004257582,0.00020905246,0.0031200415,0.00012446211,0.00033513963,0.00060335995,0.061138242,0.026454479,0.001674879,0.8431335,0.058352508,0.0005967744],"study_design_scores_gemma":[0.005105207,0.0017459232,0.004913092,0.00070219673,0.0003498358,0.000023157794,0.1562766,0.03257312,0.0047323415,0.00017795377,0.79148453,0.0019160279],"about_ca_topic_score_codex":0.008883648,"about_ca_topic_score_gemma":0.0018142649,"teacher_disagreement_score":0.8429555,"about_ca_system_score_codex":0.0010882656,"about_ca_system_score_gemma":0.001960013,"threshold_uncertainty_score":0.9977163},"labels":[],"label_agreement":null},{"id":"W7135160050","doi":"","title":"AI Logic Of Care: Design for future medical care and premises for upgrading smart bandages for diabetic chronic wounds","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Context (archaeology); Health care; Process (computing); Health technology; Logic model; Work (physics)","score_opus":0.07906884698270444,"score_gpt":0.3683459654736059,"score_spread":0.28927711849090143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135160050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83057666,0.0059511173,0.011123745,0.009401429,0.001195928,0.022599926,0.0008215159,0.00047330995,0.11785638],"genre_scores_gemma":[0.94359404,0.0012143642,0.0031739527,0.000045419598,0.00034921337,0.000019505296,0.00032208845,0.00005093547,0.051230453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978657,0.00024129958,0.0001674328,0.00059521856,0.00050540257,0.0006249865],"domain_scores_gemma":[0.99732393,0.0008565397,0.00008876495,0.00035093146,0.00095149374,0.00042835725],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000656214,0.00020462408,0.00049464655,0.0005487543,0.0015025651,0.000070135284,0.00052238064,0.00034111546,0.0000011515989],"category_scores_gemma":[0.00015480367,0.00021016912,0.00020080344,0.00064215093,0.00039367337,0.00025877086,0.00021646652,0.0003143574,0.0000015452243],"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":[0.013000207,0.00044845452,0.023269126,0.008849232,0.0014977079,0.0010245328,0.007660197,0.00010754313,0.0026044426,0.9187893,0.009382411,0.013366847],"study_design_scores_gemma":[0.035678472,0.017434722,0.008065779,0.0021605243,0.0017465468,0.00006561089,0.0542775,0.002640192,0.013004435,0.0005783608,0.8634765,0.000871355],"about_ca_topic_score_codex":0.00026048368,"about_ca_topic_score_gemma":0.00014495797,"teacher_disagreement_score":0.9182109,"about_ca_system_score_codex":0.0011301768,"about_ca_system_score_gemma":0.0018162271,"threshold_uncertainty_score":0.99979734},"labels":[],"label_agreement":null},{"id":"W7135160243","doi":"","title":"Haptical Recording Experience: Exploring the iceberg model as a physical tool for decision-making in systemic design oriented leadership","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Chaos, Complexity, and Education","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":"Ontario College of Art and Design","funders":"","keywords":"Iceberg; Interdependence; Mental model; Empathy; Systems thinking; Causal loop diagram; Viable system model","score_opus":0.394551888914761,"score_gpt":0.3859043862573094,"score_spread":0.008647502657451622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135160243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.639071,0.000011800554,0.34129083,0.00085741107,0.00052642927,0.0013299526,0.0000028718,0.00017706504,0.01673265],"genre_scores_gemma":[0.9819812,0.000030481464,0.0067699836,0.000027866492,0.00011589562,0.000012251008,0.0000025651166,0.00001799622,0.011041767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962027,0.00083858514,0.00021675344,0.00094784494,0.0008821325,0.0009119496],"domain_scores_gemma":[0.99590635,0.0023887937,0.000100478006,0.00090794475,0.00048207626,0.00021433056],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019491633,0.00021981072,0.0003054119,0.00089915347,0.0022193152,0.00051858823,0.003616671,0.0001227934,4.7006583e-7],"category_scores_gemma":[0.00049368624,0.00022761662,0.00014886136,0.003456995,0.0003294907,0.0027048911,0.0013720423,0.00063619675,0.00004137694],"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":[0.00050347846,0.000114723465,0.0003794124,0.000038820075,0.00002798205,0.00027079362,0.017678747,0.0072322222,0.00086159655,0.9694005,0.0005067035,0.0029850001],"study_design_scores_gemma":[0.0012987414,0.00030021637,0.0011593604,0.0008076183,0.000026844833,0.000053109725,0.07116213,0.9144973,0.00065259467,0.004554958,0.0049202656,0.00056687294],"about_ca_topic_score_codex":0.00060616585,"about_ca_topic_score_gemma":0.00008487509,"teacher_disagreement_score":0.96484554,"about_ca_system_score_codex":0.0013390766,"about_ca_system_score_gemma":0.00093681714,"threshold_uncertainty_score":0.99907964},"labels":[],"label_agreement":null},{"id":"W7135160451","doi":"","title":"From Artefacts to Meanings: Reframing organisational value propositions through systemic analysis of user-product relationships","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Ontario College of Art and Design","funders":"","keywords":"Cognitive reframing; Mindset; Timeline; Interdependence; Value (mathematics); Sensemaking; Core product; Value proposition; Business model; Product (mathematics)","score_opus":0.3267406285968194,"score_gpt":0.4237015385048475,"score_spread":0.09696090990802808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135160451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74967027,0.000029168219,0.011790895,0.00064386096,0.00030313956,0.0009566666,0.0001991153,0.0001185601,0.23628831],"genre_scores_gemma":[0.90486866,0.0000070261626,0.002421311,0.000013954092,0.00009012264,7.8419936e-7,0.000047100253,0.000018259856,0.09253277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99053526,0.003261047,0.0007436346,0.001429287,0.0034443927,0.0005864072],"domain_scores_gemma":[0.99093336,0.0038744314,0.00051410124,0.0017405947,0.0025268013,0.00041071186],"candidate_categories":["metaepi_narrow","bibliometrics","sts"],"consensus_categories":[],"category_scores_codex":[0.0054203384,0.00024906025,0.0007793951,0.004177996,0.0030705538,0.0006975048,0.0035397788,0.00019605219,0.000027351703],"category_scores_gemma":[0.0021336612,0.00025996746,0.00033482315,0.020955833,0.00033415167,0.0019486612,0.0017400476,0.00064892205,0.00047277004],"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":[0.0002294473,0.00007092027,0.014323924,0.000008646946,0.0005066434,0.0003179453,0.005227623,0.010522908,0.007988542,0.95587647,0.0048017455,0.0001251851],"study_design_scores_gemma":[0.0027577188,0.0005083459,0.3597979,0.0007953171,0.0013956634,0.00005856931,0.2013351,0.022393215,0.002481429,0.014826379,0.39210892,0.0015414555],"about_ca_topic_score_codex":0.0062332344,"about_ca_topic_score_gemma":0.00071657787,"teacher_disagreement_score":0.9410501,"about_ca_system_score_codex":0.0009407639,"about_ca_system_score_gemma":0.00083410717,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W7135160492","doi":"","title":"Ethical Co-Design as Deference Over Time","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Ontario College of Art and Design","funders":"","keywords":"Deference; Agency (philosophy); Performative utterance; Facilitator; Power (physics); Process (computing); Position (finance); Stakeholder","score_opus":0.12491583167818282,"score_gpt":0.3755257795896601,"score_spread":0.2506099479114773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135160492","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08008104,0.000004102854,0.023161842,0.002634757,0.00026008868,0.00083687936,0.0000083379655,0.00078810245,0.89222485],"genre_scores_gemma":[0.4248512,0.000051897412,0.00321801,0.0002512018,0.00007178755,0.0000016126203,0.000028749284,0.000033018307,0.5714925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947152,0.0020117569,0.00020352629,0.0011124314,0.0010595518,0.0008975325],"domain_scores_gemma":[0.9967177,0.00071344397,0.00016134833,0.0012106298,0.000925318,0.0002715641],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021074566,0.0002683065,0.0003306364,0.0019277516,0.0023054765,0.0005048734,0.0058347546,0.0006878446,0.000013964639],"category_scores_gemma":[0.00016959796,0.00033089845,0.00011705369,0.004963487,0.00092834735,0.0024628788,0.0024040348,0.0024919095,0.0030161163],"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":[0.00025346162,0.00008299703,0.00032481735,0.000010868616,0.00008996449,0.0031183383,0.00046965253,0.0000575716,0.012738848,0.9682298,0.014147765,0.00047597097],"study_design_scores_gemma":[0.002920374,0.0014433621,0.0055193934,0.00019723314,0.000043145046,0.00020072554,0.0016575507,0.016690383,0.0354115,0.00544995,0.9292998,0.0011666196],"about_ca_topic_score_codex":0.00059110863,"about_ca_topic_score_gemma":0.000025803813,"teacher_disagreement_score":0.9627798,"about_ca_system_score_codex":0.0011989806,"about_ca_system_score_gemma":0.0009820113,"threshold_uncertainty_score":0.9999143},"labels":[],"label_agreement":null},{"id":"W7135160570","doi":"","title":"I Spy with My Little Eye: The power of visual facilitation in participatory processes","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Design Education and Practice","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 College of Art and Design","funders":"","keywords":"Sketch; Citizen journalism; Visualization; Multidisciplinary approach; Participatory planning; Participatory design; Visual research; Visual thinking; Process (computing)","score_opus":0.08534047573626728,"score_gpt":0.3469882419867047,"score_spread":0.2616477662504374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135160570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6687439,0.0000299557,0.00012794016,0.0002700192,0.00007860094,0.0003904745,0.000007194094,0.00007891436,0.330273],"genre_scores_gemma":[0.9529796,0.00008838125,0.000059782975,0.0000064307087,0.000012503503,0.000001103783,0.000008161832,0.000013377779,0.046830647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983005,0.00054830575,0.00012037083,0.00025062365,0.00042997542,0.00035024888],"domain_scores_gemma":[0.99868876,0.00046657352,0.000051223713,0.00029666937,0.00037053277,0.00012622574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008829055,0.00011672687,0.00015569647,0.00051862444,0.00038937558,0.00008203846,0.00071032863,0.000089524256,0.0000057691036],"category_scores_gemma":[0.000109404464,0.000112724,0.00003088577,0.0028770098,0.00029566875,0.0010440995,0.00012855002,0.0004083224,0.00006793043],"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":[0.0020559712,0.0006736182,0.042726465,0.0006453191,0.00037682764,0.0011019274,0.04131043,0.012342297,0.010031104,0.88103384,0.0064464957,0.0012556898],"study_design_scores_gemma":[0.0025458718,0.0007269395,0.08047226,0.00027647318,0.00008242927,0.00001198269,0.16126053,0.003374661,0.011437269,0.00006490017,0.739121,0.00062565506],"about_ca_topic_score_codex":0.00053112576,"about_ca_topic_score_gemma":0.0003815065,"teacher_disagreement_score":0.8809689,"about_ca_system_score_codex":0.00030349713,"about_ca_system_score_gemma":0.00057127204,"threshold_uncertainty_score":0.45967516},"labels":[],"label_agreement":null},{"id":"W7135160748","doi":"","title":"Design of Research for Systemic Design: Insights from an occupational safety study of sanitation workers in urban India","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"ICT in Developing Communities","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":"Ontario College of Art and Design","funders":"","keywords":"Sanitation; Indigenous; Ethnography; Qualitative research; Variety (cybernetics); Traditional knowledge; Research design; Tamil","score_opus":0.2350734749812268,"score_gpt":0.38027982866168747,"score_spread":0.14520635368046067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135160748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927572,0.0000319264,0.05759314,0.000091267146,0.000155316,0.0035344348,0.000015404123,0.00010249224,0.010904033],"genre_scores_gemma":[0.9875502,0.000034389806,0.008550056,0.0000030302729,0.000021525377,0.0000044151616,0.00003266573,0.00001615638,0.0037875352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9894131,0.007745356,0.0003723448,0.0006148847,0.0013247964,0.0005295146],"domain_scores_gemma":[0.9926929,0.0039711036,0.0002264956,0.0011109555,0.0018361537,0.00016243168],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004159908,0.00017932398,0.00039517396,0.0031947612,0.0013409179,0.00014146602,0.00512685,0.00019881966,4.0530972e-7],"category_scores_gemma":[0.00019464301,0.00022311561,0.000054467924,0.005857737,0.0004655366,0.0020677703,0.0014352467,0.0006323845,0.000007396701],"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":[0.005191614,0.0010295515,0.041545,0.00014166872,0.00026606297,0.00076699554,0.064505175,0.013386711,0.003383256,0.8684284,0.0010211007,0.00033443508],"study_design_scores_gemma":[0.013738482,0.007327392,0.50161296,0.0020145827,0.00008304831,0.00001897812,0.38391724,0.07611319,0.007937242,0.0029377486,0.002992217,0.0013068977],"about_ca_topic_score_codex":0.006877254,"about_ca_topic_score_gemma":0.00041191097,"teacher_disagreement_score":0.8654907,"about_ca_system_score_codex":0.0011303212,"about_ca_system_score_gemma":0.0021475218,"threshold_uncertainty_score":0.99995923},"labels":[],"label_agreement":null},{"id":"W7135160755","doi":"","title":"In Defense Of Friction: Designing for agency through constructivist entanglements","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Embodied and Extended Cognition","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Cognitive reframing; Agency (philosophy); Transformative learning; Constructivist teaching methods; Presentation (obstetrics); Experiential learning; Work (physics); Phenomenon","score_opus":0.18135012220174185,"score_gpt":0.3583093418079357,"score_spread":0.17695921960619387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135160755","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14277038,0.00000506031,0.0005512982,0.00015972572,0.00021459577,0.0008688682,0.000047793827,0.00006267248,0.8553196],"genre_scores_gemma":[0.95813787,0.00013723945,0.0006251935,0.000025178575,0.000035632744,0.0000015763715,0.000011926777,0.000015384905,0.041009974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99740326,0.0007365781,0.00018197551,0.0006283572,0.000497972,0.0005518491],"domain_scores_gemma":[0.9986763,0.000488506,0.00013092792,0.0003135645,0.00026267086,0.00012801569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005939765,0.00014786761,0.00023814317,0.0007525364,0.0011765677,0.00007630431,0.0009402131,0.00012321622,0.0000032810055],"category_scores_gemma":[0.00016282596,0.00018927678,0.000106101426,0.0024230646,0.00047648328,0.0015033194,0.00043145413,0.00033934132,0.000033577286],"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":[0.0006109754,0.00011829217,0.0010191917,0.000046061043,0.00002002632,0.0008726438,0.00096588605,0.000037685742,0.038533404,0.9569353,0.0005220537,0.00031850376],"study_design_scores_gemma":[0.016595699,0.0021369203,0.0028375618,0.0007062741,0.00019652855,0.00015163666,0.04106523,0.0019072345,0.5869931,0.08455051,0.26125333,0.0016059753],"about_ca_topic_score_codex":0.00062753627,"about_ca_topic_score_gemma":0.00007380604,"teacher_disagreement_score":0.8723848,"about_ca_system_score_codex":0.0004612172,"about_ca_system_score_gemma":0.00031579324,"threshold_uncertainty_score":0.9049326},"labels":[],"label_agreement":null},{"id":"W7135161099","doi":"","title":"Disentangling Eudaemonia-focused Design as a Means of Flourishing Curation","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Ontario College of Art and Design","funders":"","keywords":"Flourishing; Thriving; Loneliness; Premise; Construct (python library); Isolation (microbiology); Pandemic; Well-being; Presentation (obstetrics)","score_opus":0.1364684789667658,"score_gpt":0.34286200253853216,"score_spread":0.20639352357176635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135161099","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28279662,0.000013009868,0.16926326,0.0021045178,0.0005491054,0.0013179065,0.000008462056,0.00065134227,0.5432958],"genre_scores_gemma":[0.91859645,0.000049279497,0.007944935,0.00001963795,0.000052305564,0.0000010518695,0.000013007631,0.000023129644,0.07330018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9963558,0.0012171719,0.000243198,0.0007605446,0.000819598,0.00060369814],"domain_scores_gemma":[0.997241,0.0004195105,0.00025964595,0.00087127415,0.0010551644,0.00015341361],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015224762,0.00020476007,0.0002965523,0.0019660254,0.0016591067,0.00032145542,0.0036986487,0.00024305288,0.0000018460298],"category_scores_gemma":[0.00017180943,0.00025723685,0.000109437795,0.005126603,0.0004465848,0.004806963,0.0015708167,0.0008348314,0.00012479303],"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":[0.00023516576,0.000093664166,0.00090625376,0.000019715588,0.000099665376,0.0014313866,0.0015747596,0.0005610101,0.0130838575,0.979631,0.000899861,0.001463651],"study_design_scores_gemma":[0.0093329735,0.0032882288,0.0063238833,0.0011356429,0.0002032385,0.00026134017,0.03220992,0.28440934,0.39531177,0.01178961,0.25321656,0.0025174888],"about_ca_topic_score_codex":0.0006591429,"about_ca_topic_score_gemma":0.000098561315,"teacher_disagreement_score":0.9678414,"about_ca_system_score_codex":0.000976927,"about_ca_system_score_gemma":0.00061467174,"threshold_uncertainty_score":0.99998796},"labels":[],"label_agreement":null},{"id":"W7135161105","doi":"","title":"Making hopeful futures: Critical hope and radical imagination in design","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovative Human-Technology Interaction","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":"Ontario College of Art and Design","funders":"","keywords":"Vision; Futures contract; Cognitive reframing; Politics; Action (physics); Field (mathematics); Futures studies; Conversation; Experiential learning","score_opus":0.14806028048136116,"score_gpt":0.3879623637719641,"score_spread":0.23990208329060292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135161105","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16611776,0.000074293705,0.17445676,0.011228417,0.00073174736,0.0016331868,0.0000077347295,0.00074310525,0.645007],"genre_scores_gemma":[0.9730489,0.00008027726,0.0073026135,0.000060756214,0.000048243077,0.0000011893956,0.00000502833,0.000015498059,0.019437488],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996383,0.0013618371,0.00017155189,0.0008423954,0.0005810222,0.00066019053],"domain_scores_gemma":[0.99808204,0.00057703524,0.00007673386,0.00056547346,0.0005582186,0.0001404706],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016411681,0.00018432974,0.0002390404,0.0023960469,0.001497317,0.00045909212,0.00242042,0.00025876926,0.0000018201475],"category_scores_gemma":[0.00026755905,0.00023102762,0.00004642271,0.00408722,0.00095345697,0.0034522456,0.001786032,0.0011253359,0.00006379251],"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":[0.00015002384,0.00008111903,0.000994011,0.000018918947,0.00002488515,0.0036974049,0.00083418,0.00004031303,0.002519236,0.9873241,0.001516788,0.002799029],"study_design_scores_gemma":[0.010320233,0.0024294956,0.08333152,0.0011884283,0.00009314603,0.00084826007,0.03004095,0.20973992,0.020119704,0.019495612,0.61953807,0.0028546643],"about_ca_topic_score_codex":0.00031208392,"about_ca_topic_score_gemma":0.00010432581,"teacher_disagreement_score":0.96782845,"about_ca_system_score_codex":0.00096404756,"about_ca_system_score_gemma":0.00040671465,"threshold_uncertainty_score":0.9998026},"labels":[],"label_agreement":null},{"id":"W7135161119","doi":"","title":"Graphic Design, Sustainability and Greenwashing: Understanding among students","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Sustainability; Purchasing; Profiling (computer programming); Graphic communication; Graphic design","score_opus":0.09990939447297276,"score_gpt":0.294916571830624,"score_spread":0.19500717735765122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135161119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84341687,0.0000103515495,0.0010433233,0.0010314474,0.00012947067,0.001719044,0.000003286241,0.00025599462,0.15239023],"genre_scores_gemma":[0.96581775,0.00004973602,0.00005203853,0.000034146764,0.000090654496,0.0000016164096,0.000018429902,0.000036288162,0.03389936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9961058,0.00048804702,0.00022052268,0.0010236544,0.0011602911,0.0010016944],"domain_scores_gemma":[0.998226,0.00031817096,0.00018125946,0.0006423395,0.00049141166,0.00014082203],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028279843,0.0003228457,0.00036513212,0.0017116553,0.0034165839,0.0012185618,0.0021844192,0.00024485265,0.0000034762486],"category_scores_gemma":[0.00023266672,0.00039622904,0.00011517203,0.0045082746,0.0016981396,0.005267293,0.003993058,0.00068620115,0.00004555555],"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":[0.00031024223,0.00014324392,0.41397497,0.00019939934,0.00006588213,0.0012595238,0.00017543552,0.00025681715,0.00009912423,0.5828991,0.0004986221,0.000117606665],"study_design_scores_gemma":[0.0031939202,0.0001312271,0.8581466,0.00016270755,0.00017553536,0.000010000749,0.07324249,0.0025660675,0.000056007568,0.008189209,0.05312509,0.0010011501],"about_ca_topic_score_codex":0.0071626417,"about_ca_topic_score_gemma":0.00047948747,"teacher_disagreement_score":0.5747099,"about_ca_system_score_codex":0.0028185153,"about_ca_system_score_gemma":0.00021332376,"threshold_uncertainty_score":0.99984896},"labels":[],"label_agreement":null},{"id":"W7135161393","doi":"","title":"Music for Research Co-Creation and Public Engagement","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Artistic and Creative Research","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":"Ontario College of Art and Design","funders":"Engineering and Physical Sciences Research Council; University of Bath","keywords":"Dissemination; Presentation (obstetrics); Public engagement; Community engagement; Discipline; Student engagement","score_opus":0.41341642662955513,"score_gpt":0.4280643337810205,"score_spread":0.014647907151465356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135161393","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08933241,0.000031431508,0.0001591847,0.0013174234,0.00006530976,0.001541133,0.00010208707,0.00011622568,0.9073348],"genre_scores_gemma":[0.55104804,0.00016852496,0.00005789631,0.00000956354,0.00015803592,0.000004679539,0.00008211942,0.000019724333,0.44845143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947298,0.0020514668,0.00016798293,0.0007565116,0.0011337897,0.0011604093],"domain_scores_gemma":[0.995971,0.0013044555,0.000067624715,0.00048386303,0.0016895611,0.00048347117],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004361689,0.00019004897,0.00027762778,0.0016788625,0.008576666,0.0010226192,0.001327,0.00013000295,0.000051801308],"category_scores_gemma":[0.00027944392,0.00021010924,0.00009498393,0.0009887516,0.0026107612,0.0013265723,0.0010402021,0.0008102402,0.00023532787],"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":[0.00043812583,0.00013188692,0.001183618,0.00007565253,0.00012054365,0.0002806911,0.004779639,0.0000019115478,0.0004904207,0.96718186,0.022688555,0.0026270754],"study_design_scores_gemma":[0.0012417879,0.00047422244,0.0011564282,0.000045896293,0.000022133867,0.0000030006354,0.11574469,0.00046462478,0.00022676715,0.0007747353,0.8796273,0.00021843388],"about_ca_topic_score_codex":0.0028259445,"about_ca_topic_score_gemma":0.0012450941,"teacher_disagreement_score":0.9664071,"about_ca_system_score_codex":0.00074962823,"about_ca_system_score_gemma":0.00071445375,"threshold_uncertainty_score":0.99271405},"labels":[],"label_agreement":null},{"id":"W7135161710","doi":"","title":"Geospatial Mapping: Spatialising habitus in the studies of psychogeography lived experience","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Geospatial analysis; Analytics; Habitus; Session (web analytics); Lived experience; Cloud computing; Point (geometry); Netnography; Unpacking; Cultural analytics","score_opus":0.3442228531872565,"score_gpt":0.45000055525483124,"score_spread":0.10577770206757475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135161710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58404607,0.00011958988,0.000009524502,0.0010519022,0.00017216452,0.00053692725,0.0000054921093,0.000043305747,0.41401502],"genre_scores_gemma":[0.95212024,0.0013829671,0.000072586095,0.00002013646,0.000074769596,0.0000015096806,0.0000050379454,0.0000071921054,0.046315566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9954488,0.0020965992,0.00019558897,0.0004838117,0.0010796557,0.00069549785],"domain_scores_gemma":[0.9980251,0.00079424435,0.00014827462,0.00041579764,0.00048663345,0.00012995361],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002570904,0.00016163144,0.00033242846,0.00096444105,0.003366067,0.00015149837,0.0022789575,0.0001307185,0.0000018362866],"category_scores_gemma":[0.00021899892,0.00015998037,0.00013669432,0.0044141687,0.0022334142,0.0007526749,0.00067992107,0.00042576215,0.000016797652],"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":[0.00026528558,0.00013660481,0.119635195,0.00002877236,0.00014585073,0.00061164645,0.14011136,0.000017950511,0.0004982188,0.734548,0.0035708095,0.00043034984],"study_design_scores_gemma":[0.0009075006,0.00013174982,0.07715771,0.00013512601,0.00002674652,0.0000010397356,0.5900662,0.000026814727,0.00010440987,0.00016952117,0.33105347,0.0002197024],"about_ca_topic_score_codex":0.02403019,"about_ca_topic_score_gemma":0.011029247,"teacher_disagreement_score":0.73437846,"about_ca_system_score_codex":0.00038542537,"about_ca_system_score_gemma":0.00033471303,"threshold_uncertainty_score":0.9979314},"labels":[],"label_agreement":null},{"id":"W7135162085","doi":"","title":"BioDiveIn: Leveraging the ecosystem through social and environmental systems","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Animal and Plant Science Education","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":"Ontario College of Art and Design","funders":"Deutsche Forschungsgemeinschaft","keywords":"Intervention (counseling); Citizen science; Psychological intervention; Ecosystem; Studio; Agency (philosophy); Ecosystem services","score_opus":0.15880171794234352,"score_gpt":0.33428588347820326,"score_spread":0.17548416553585974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135162085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5728065,0.00004167915,0.00002839867,0.0007422576,0.00041896207,0.0004337711,0.00006619733,0.000051451923,0.4254108],"genre_scores_gemma":[0.8172449,0.00006818824,0.000007921293,0.00001544318,0.00012361724,7.495671e-7,0.000030587544,0.0000076215465,0.18250097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970651,0.0011984792,0.000118096636,0.0005765561,0.0004781269,0.0005636246],"domain_scores_gemma":[0.9991144,0.00026421988,0.00009849782,0.00031124504,0.00006190338,0.00014973545],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010363623,0.00014964155,0.00018670333,0.00028141408,0.003801029,0.00026889253,0.0012512635,0.0001575636,0.00000853654],"category_scores_gemma":[0.000008664162,0.00014065075,0.00006328123,0.0010289655,0.0005596398,0.0007552979,0.00056067575,0.0004599103,0.00037242295],"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":[0.00021296913,0.000064409425,0.017397795,0.000017891763,0.00008235176,0.0005957262,0.009829212,0.000011643634,0.00087083783,0.961656,0.009040608,0.00022060442],"study_design_scores_gemma":[0.00081346167,0.00016004461,0.07026362,0.000038626207,0.000041854262,0.00009854431,0.22869305,0.00032840145,0.000055998233,0.00004921755,0.69917375,0.0002834505],"about_ca_topic_score_codex":0.0039884616,"about_ca_topic_score_gemma":0.00008727158,"teacher_disagreement_score":0.96160674,"about_ca_system_score_codex":0.0004029458,"about_ca_system_score_gemma":0.0001511886,"threshold_uncertainty_score":0.9974959},"labels":[],"label_agreement":null},{"id":"W7135162403","doi":"","title":"Geo-Emotions Cartography: Immersive psychogeography lived experience","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Spatial Cognition and Navigation","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 College of Art and Design","funders":"","keywords":"Mindset; Geospatial analysis; Class (philosophy); Weaving; Participatory design; Citizen journalism; Architecture; Qualitative research; Qualitative property; Urban planning","score_opus":0.09156158980266725,"score_gpt":0.31862093754775295,"score_spread":0.22705934774508568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135162403","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48739076,0.000022988443,0.0005259373,0.00012590521,0.00031670654,0.00051052833,0.000035361154,0.00035160678,0.5107202],"genre_scores_gemma":[0.97670025,0.0004925725,0.00012960559,0.000016433372,0.0000646232,0.0000019430006,0.00010611535,0.000029186318,0.02245927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976756,0.00038898204,0.00015599,0.0005316828,0.00058882555,0.00065889617],"domain_scores_gemma":[0.99841,0.00013808289,0.000051725612,0.0005142329,0.00048623228,0.00039971652],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003452669,0.00022196503,0.0002298034,0.0016523029,0.0016168774,0.00018343632,0.001211412,0.00020864522,0.000010818141],"category_scores_gemma":[0.000022237105,0.00029749787,0.00020163445,0.0051293815,0.00047646207,0.0011121491,0.00028554656,0.0006142928,0.0002314006],"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":[0.00045607463,0.00020340712,0.012430379,0.000093119124,0.00043762854,0.0018162639,0.0061331433,0.0016585578,0.046181727,0.92053324,0.007885072,0.002171365],"study_design_scores_gemma":[0.0047978032,0.0005638639,0.1303302,0.0003607813,0.00017052211,0.00003926721,0.067721985,0.007921804,0.01419152,0.00035168763,0.771937,0.0016135653],"about_ca_topic_score_codex":0.0013060586,"about_ca_topic_score_gemma":0.000168733,"teacher_disagreement_score":0.9201816,"about_ca_system_score_codex":0.0003139954,"about_ca_system_score_gemma":0.00011792599,"threshold_uncertainty_score":0.9999477},"labels":[],"label_agreement":null},{"id":"W7135162488","doi":"","title":"Full Project for Human Settlement, the Care of Interdependencies, the Responsibility of the Common Good","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Realisation; Dimension (graph theory); Cohesion (chemistry); Product (mathematics); Narrative; Human Dimension; Ideation","score_opus":0.09083174637718786,"score_gpt":0.3864238244195404,"score_spread":0.29559207804235255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135162488","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46074176,0.0000116550045,0.000022809645,0.001758314,0.00009991005,0.0015198335,0.00005293559,0.00004472275,0.53574806],"genre_scores_gemma":[0.93085635,0.000018652056,0.000020597474,0.000011044136,0.000019628127,0.0000012957428,0.000011783806,0.000004558656,0.069056086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630976,0.002343019,0.00017525793,0.00021501211,0.0005971028,0.00035982957],"domain_scores_gemma":[0.99766237,0.0007132196,0.00024269409,0.00065013114,0.00069021346,0.000041403782],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039429828,0.00008836658,0.00016379605,0.00029543132,0.0062622163,0.00006814943,0.0032539563,0.00017052221,0.0000025218008],"category_scores_gemma":[0.00027976156,0.000062476494,0.00014733858,0.0019558165,0.00227868,0.0004340569,0.0010652888,0.00062737375,0.0000055065393],"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":[0.0003518326,0.000024113657,0.0055074366,0.000034121582,0.000051503088,0.000006558626,0.025204659,0.000019134208,0.0004961898,0.9667388,0.0012127938,0.00035286363],"study_design_scores_gemma":[0.00067041995,0.00029622435,0.008910836,0.0000663748,0.000044636796,0.0000012816363,0.43133155,0.00004441734,0.0025020314,0.00055139733,0.55547243,0.00010839245],"about_ca_topic_score_codex":0.006738576,"about_ca_topic_score_gemma":0.011774812,"teacher_disagreement_score":0.9661874,"about_ca_system_score_codex":0.00044707555,"about_ca_system_score_gemma":0.0010190285,"threshold_uncertainty_score":0.99987566},"labels":[],"label_agreement":null},{"id":"W7135163112","doi":"","title":"From Systemic Insights to Sustainable Business Actions—A case study on GenZ parents in the DACH market","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Families in Therapy and Culture","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":"Ontario College of Art and Design","funders":"","keywords":"Leverage (statistics); Systemic risk; Systemic functional linguistics; Bridging (networking); Causal loop diagram; Qualitative research; Desk; Systems thinking; Psychological intervention","score_opus":0.110151359658317,"score_gpt":0.37252528263600876,"score_spread":0.26237392297769174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135163112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6090939,0.000021963553,0.0000072689695,0.00022510978,0.0002910432,0.0015056422,0.000017445565,0.000058793452,0.38877884],"genre_scores_gemma":[0.73762476,0.000021732618,0.0000050592384,0.0000420915,0.00007904615,0.0000056312124,0.000017314444,0.00001631996,0.26218805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9934984,0.003918293,0.00019439282,0.00090671616,0.0007075108,0.0007747314],"domain_scores_gemma":[0.9973705,0.0005367737,0.00008678119,0.0012739408,0.0005059945,0.00022604164],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012092867,0.0002607116,0.00032179605,0.001060036,0.0023589572,0.0002740928,0.002620651,0.00026157152,0.0000151128625],"category_scores_gemma":[0.00005650669,0.00024096569,0.000082089195,0.005474086,0.00021038612,0.0006289306,0.0007445707,0.0009607258,0.00023972637],"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":[0.004411846,0.001736868,0.016331138,0.000048928785,0.00048800337,0.25906137,0.099637836,0.00024965938,0.00043101888,0.583578,0.033616282,0.00040906007],"study_design_scores_gemma":[0.0021613007,0.0004566943,0.037491035,0.000073019764,0.000045928653,0.00024451237,0.7907352,0.000019424062,0.00002020628,0.00004338764,0.16844009,0.00026924003],"about_ca_topic_score_codex":0.034694687,"about_ca_topic_score_gemma":0.0017904135,"teacher_disagreement_score":0.6910973,"about_ca_system_score_codex":0.0010207639,"about_ca_system_score_gemma":0.00027192003,"threshold_uncertainty_score":0.9989398},"labels":[],"label_agreement":null},{"id":"W7135163580","doi":"","title":"A Conceptual Model for a Sustainable Future","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Ontario College of Art and Design","funders":"","keywords":"Sustainability; Systems thinking; Context (archaeology); Conceptual model; Conceptual framework; Key (lock); System dynamics; Product-service system","score_opus":0.33609540945891064,"score_gpt":0.4329147396572104,"score_spread":0.09681933019829975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135163580","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08128811,0.000074045696,0.019040197,0.000912573,0.0003599622,0.0020038823,0.00006407234,0.00020500684,0.8960521],"genre_scores_gemma":[0.3874899,0.000011270472,0.0005234308,0.000021898823,0.00013885752,0.0000013461769,0.0000060479406,0.000017442459,0.61178976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99320203,0.0012375875,0.0004260482,0.001361348,0.0025319832,0.0012409786],"domain_scores_gemma":[0.99224156,0.0020556457,0.00026501057,0.0014051814,0.003446709,0.00058586925],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006004854,0.00026970473,0.0005828087,0.002251431,0.0042248922,0.0013071017,0.0053052064,0.00029431193,0.000008639238],"category_scores_gemma":[0.00087470625,0.0002710034,0.00036126576,0.0062919445,0.00066969043,0.0023656262,0.002653581,0.0005727683,0.0002733242],"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":[0.00073183596,0.00005544412,0.00042612397,0.000011306776,0.000042231168,0.0012963981,0.0015537554,0.0015490118,0.00023287615,0.9109392,0.08265114,0.0005106764],"study_design_scores_gemma":[0.0017932025,0.0001919029,0.00056559226,0.000029659177,0.000018267034,0.000015313477,0.09869594,0.06461904,0.000040229454,0.010523898,0.82318795,0.00031900377],"about_ca_topic_score_codex":0.00078661705,"about_ca_topic_score_gemma":0.00030867703,"teacher_disagreement_score":0.9004153,"about_ca_system_score_codex":0.00080445147,"about_ca_system_score_gemma":0.0014322583,"threshold_uncertainty_score":0.9999742},"labels":[],"label_agreement":null},{"id":"W7135163927","doi":"","title":"Counter-Mapping Systems: Gesturing towards decoloniality in systems mapping","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Complex Systems and Decision Making","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":"Decoloniality; Construct (python library); Narrative; Mainstream; Privilege (computing); Critical discourse analysis; Critical theory; Conflation; Reflexivity; Triangulation","score_opus":0.3974667132658724,"score_gpt":0.4260254612828817,"score_spread":0.028558748017009306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135163927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5038879,0.00016885139,0.0015932742,0.00017802733,0.0012561695,0.0013433343,0.00003253529,0.00017287405,0.49136704],"genre_scores_gemma":[0.81060386,0.000035428428,0.00008256394,0.000008265039,0.00014214874,0.0000022455802,0.0000048460724,0.000024703071,0.18909596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862052,0.0056141037,0.0010356903,0.0017980515,0.0039639175,0.0013829881],"domain_scores_gemma":[0.99269193,0.002566061,0.0005568906,0.0018236386,0.0017605283,0.00060094375],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.017780809,0.00039667689,0.0010604947,0.005118762,0.0027675324,0.0028184364,0.005970306,0.00039308128,0.000005093598],"category_scores_gemma":[0.0010638989,0.0004199779,0.0002803972,0.010876209,0.00044820737,0.002420854,0.0035608744,0.0010832627,0.00049764925],"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":[0.00023114966,0.0001022158,0.033755664,0.0000980505,0.00009100763,0.00596322,0.0024951887,0.004702781,0.00072023936,0.9461758,0.0046519237,0.0010127702],"study_design_scores_gemma":[0.0020231723,0.00012349084,0.13097619,0.00081174873,0.000014606768,0.00009854377,0.082107246,0.029209469,0.000023156526,0.00030312044,0.7536582,0.0006510982],"about_ca_topic_score_codex":0.018054267,"about_ca_topic_score_gemma":0.001164292,"teacher_disagreement_score":0.94587266,"about_ca_system_score_codex":0.0025479428,"about_ca_system_score_gemma":0.0011249052,"threshold_uncertainty_score":0.9998252},"labels":[],"label_agreement":null},{"id":"W7135164109","doi":"","title":"How to Read a Generative AI Image System: Diffusion models as a techno-social entanglement","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Generative grammar; Context (archaeology); Computational creativity; Quantum entanglement; Generative model; Creativity","score_opus":0.12466995235342496,"score_gpt":0.3916610633546392,"score_spread":0.2669911110012142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135164109","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10044408,0.000008491559,0.000508218,0.046382476,0.00022736078,0.001601621,0.00005579983,0.0003329684,0.850439],"genre_scores_gemma":[0.57083523,0.00019783973,0.00034563016,0.00015434898,0.0002714933,0.000002385102,0.000021473319,0.00002842462,0.42814314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938073,0.0020689494,0.00017029043,0.00082321453,0.001948373,0.0011818422],"domain_scores_gemma":[0.9965406,0.00023944891,0.00013872622,0.00046115194,0.0018159369,0.00080411835],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0027433953,0.00025854545,0.00040543277,0.0010659894,0.009995652,0.0016632873,0.0024833106,0.00048769117,0.000003991303],"category_scores_gemma":[0.00022282959,0.0003161328,0.00019842102,0.0039309585,0.0014191987,0.0030094697,0.0012874475,0.0010057173,0.000119405995],"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":[0.00025532162,0.00010603987,0.00006996632,0.000030194718,0.000089511486,0.0014997273,0.02364551,0.000016882499,0.0037388757,0.9637415,0.0064126467,0.00039385984],"study_design_scores_gemma":[0.0014720161,0.00046665347,0.00023486286,0.00018929201,0.000078437006,0.0000044452418,0.38706324,0.00047187568,0.00087123073,0.0040055187,0.6044865,0.000655897],"about_ca_topic_score_codex":0.0457704,"about_ca_topic_score_gemma":0.010406314,"teacher_disagreement_score":0.95973593,"about_ca_system_score_codex":0.0032146962,"about_ca_system_score_gemma":0.0019516092,"threshold_uncertainty_score":0.9999291},"labels":[],"label_agreement":null},{"id":"W7135164826","doi":"","title":"Creating Systemic Design-Informed Impact Evaluation Frameworks: A case study with the Gord Downie & Chanie Wenjack Fund","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Process (computing); Logic model; Presentation (obstetrics); Data collection; Theory of change; Program evaluation; Work (physics); Outcome (game theory)","score_opus":0.479073209453154,"score_gpt":0.534147963771449,"score_spread":0.055074754318295005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135164826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7808116,0.000017125107,0.0015790118,0.0004844997,0.00012922025,0.0035947429,0.000011781629,0.0000880597,0.21328399],"genre_scores_gemma":[0.9337345,0.000033078522,0.00015431755,0.000023726401,0.00007015898,0.000007235754,0.000011386149,0.000018813438,0.06594678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9867052,0.006094723,0.00042117067,0.0009650551,0.004985371,0.00082848826],"domain_scores_gemma":[0.9907633,0.003761041,0.00046682378,0.0014928182,0.0030920468,0.00042395826],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.020527923,0.00031591937,0.00045701774,0.0015409269,0.005071839,0.001560528,0.0030871131,0.00026339488,0.000053414566],"category_scores_gemma":[0.00068691105,0.00022291893,0.00016449603,0.007452995,0.0004299944,0.002863865,0.001019758,0.0012264738,0.00036926096],"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":[0.011522165,0.0018557478,0.23985827,0.00013819087,0.0026082152,0.0443011,0.096867144,0.15494083,0.0014933661,0.38949263,0.02546737,0.031454984],"study_design_scores_gemma":[0.0069606025,0.003914343,0.03275728,0.00028801552,0.00039671027,0.0011259151,0.8090807,0.121774815,0.00013707734,0.00015540732,0.02260731,0.0008018128],"about_ca_topic_score_codex":0.0041001537,"about_ca_topic_score_gemma":0.0029506409,"teacher_disagreement_score":0.7122136,"about_ca_system_score_codex":0.002167329,"about_ca_system_score_gemma":0.0041320585,"threshold_uncertainty_score":0.99947596},"labels":[],"label_agreement":null},{"id":"W7135165162","doi":"","title":"Introducing Military Art to Interventions in Systems Oriented Design","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Military Strategy and Technology","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 College of Art and Design","funders":"","keywords":"Psychological intervention; Mindset; Context (archaeology); Adaptability; Action (physics); Portfolio","score_opus":0.0736820510667033,"score_gpt":0.28748980015241427,"score_spread":0.21380774908571099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135165162","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4191012,0.00022135556,0.010359077,0.00042433082,0.0007010758,0.001812005,0.000035998495,0.0009051374,0.5664398],"genre_scores_gemma":[0.85414845,0.00025510907,0.000851282,0.000005159013,0.00004999979,0.0000031278678,0.000042634943,0.000033969776,0.14461026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974951,0.0006774568,0.00022425882,0.0005715031,0.00032022546,0.00071142387],"domain_scores_gemma":[0.99871,0.00017968453,0.00002199524,0.0006329114,0.00019221193,0.00026321484],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011523296,0.00019380801,0.00030934103,0.002181282,0.00057924027,0.000048478323,0.0013342897,0.00023640104,0.000004321003],"category_scores_gemma":[0.00006661299,0.00025816253,0.00010409396,0.004129596,0.00019822999,0.0007140252,0.0005356281,0.0007837568,0.00037670045],"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":[0.000298765,0.000096962896,0.0012615302,0.0001877199,0.00014511446,0.0031520189,0.0006626882,0.09074719,0.0034674455,0.88286763,0.016787555,0.00032536723],"study_design_scores_gemma":[0.004088693,0.0013915588,0.015167894,0.0015139882,0.000103921404,0.00009203693,0.036676668,0.11351806,0.0034499103,0.00026954262,0.8222082,0.00151948],"about_ca_topic_score_codex":0.0019622366,"about_ca_topic_score_gemma":0.0010807484,"teacher_disagreement_score":0.8825981,"about_ca_system_score_codex":0.0009433611,"about_ca_system_score_gemma":0.00015575862,"threshold_uncertainty_score":0.99998707},"labels":[],"label_agreement":null},{"id":"W7135165180","doi":"","title":"Campfire Sessions as Contemplative Intervention to Facilitate the Redesign of Education for Regenerative Systems Change","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","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":"Ontario College of Art and Design","funders":"","keywords":"Contemplation; Curriculum; Intervention (counseling); Sustainability; Psychological intervention; Process (computing); State (computer science); Field (mathematics)","score_opus":0.19484492827113808,"score_gpt":0.36640263410862794,"score_spread":0.17155770583748986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135165180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6338742,0.000019460878,0.0005404939,0.0021733604,0.00024745084,0.0036980754,0.00005173826,0.00003559417,0.35935962],"genre_scores_gemma":[0.70986146,0.000019462741,0.00008168312,0.000028339273,0.000018849587,0.000016968102,0.000028738044,0.000007455305,0.28993702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734473,0.001222844,0.00016785014,0.00049063854,0.00043663837,0.00033731468],"domain_scores_gemma":[0.9987197,0.0002888026,0.0001247125,0.0004616937,0.00016922032,0.0002358878],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012848111,0.00013412203,0.00018452323,0.00023580466,0.0014444203,0.0000742247,0.00095793547,0.00009429706,0.000012587884],"category_scores_gemma":[0.00013804183,0.00012713463,0.000105573796,0.0012982561,0.00058739726,0.000769841,0.0006029791,0.00021175102,0.00010890342],"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":[0.00079270045,0.0004698012,0.008084367,0.0000805207,0.000071021386,0.000030626423,0.020025624,0.0006326519,0.0060222084,0.9443048,0.016628329,0.0028573498],"study_design_scores_gemma":[0.0010973036,0.0008152925,0.045004535,0.00016561302,0.000044184064,0.0000074306645,0.31666404,0.0007159758,0.0027334068,0.0003564317,0.6320647,0.0003310757],"about_ca_topic_score_codex":0.019400636,"about_ca_topic_score_gemma":0.00053990405,"teacher_disagreement_score":0.9439484,"about_ca_system_score_codex":0.0017447128,"about_ca_system_score_gemma":0.00023221805,"threshold_uncertainty_score":0.9998556},"labels":[],"label_agreement":null},{"id":"W7135165726","doi":"","title":"I am a Wicked Problem, too: A systemic design strategy for addressing procrastination and anxiety","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Counseling, Therapy, and Family Dynamics","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":"Ontario College of Art and Design","funders":"","keywords":"Procrastination; Systemic therapy; Cognitive reframing; Systemic risk; Wicked problem; Critical design; Systems thinking; Industrial design","score_opus":0.1756294397734665,"score_gpt":0.370275033801489,"score_spread":0.1946455940280225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135165726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7293689,0.00014157791,0.01865406,0.00021949911,0.0003122218,0.0043946477,0.00006178848,0.00035089944,0.24649638],"genre_scores_gemma":[0.8046167,0.0003744463,0.0011918028,0.000017061717,0.00007905848,0.000007976099,0.000048879345,0.00004176742,0.19362234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99644136,0.0011543055,0.00021812005,0.00090674433,0.00047107387,0.00080838776],"domain_scores_gemma":[0.99783945,0.0004422952,0.00018454586,0.00048711195,0.000763314,0.00028327678],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018682607,0.00025734794,0.00034513927,0.0008393858,0.0019732297,0.00031813997,0.0010691371,0.0003324268,0.0000019281388],"category_scores_gemma":[0.000039948976,0.0003125289,0.00010678477,0.0016783815,0.00054297753,0.00081721967,0.00028657308,0.0005472453,0.000028077478],"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":[0.0032206313,0.00023179337,0.0025546697,0.00024061308,0.0003169105,0.0006509786,0.016520757,0.0006352816,0.0070319213,0.9579821,0.004791959,0.0058223843],"study_design_scores_gemma":[0.024760867,0.004743243,0.024014018,0.0015703996,0.000620203,0.0005945421,0.5348891,0.03515892,0.00023985816,0.0024578858,0.3679836,0.0029673309],"about_ca_topic_score_codex":0.00094005646,"about_ca_topic_score_gemma":0.00011780549,"teacher_disagreement_score":0.9555242,"about_ca_system_score_codex":0.00061133836,"about_ca_system_score_gemma":0.0005897784,"threshold_uncertainty_score":0.9999327},"labels":[],"label_agreement":null},{"id":"W7135529681","doi":"","title":"Circular Cross-Scalar Governance Spiral","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Sustainability and Climate Change Governance","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":"Ontario College of Art and Design","funders":"","keywords":"Corporate governance; Analogy; Transformational leadership; Zoom; Conceptual framework; Scale (ratio); Systems design","score_opus":0.0649113526741087,"score_gpt":0.3119005376340397,"score_spread":0.246989184959931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135529681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5211443,0.000013298177,0.000010203255,0.0004404987,0.0001139453,0.0004049909,0.000029812883,0.00010217996,0.47774076],"genre_scores_gemma":[0.5969966,0.00020929423,0.00005977079,0.000039635925,0.000048598104,8.7817153e-7,0.000015066377,0.00002197798,0.4026082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99566615,0.0006411007,0.00018366914,0.001088927,0.0012716958,0.001148475],"domain_scores_gemma":[0.9981041,0.00016803444,0.0001491756,0.0009745734,0.00015588253,0.00044824206],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012997254,0.0002613101,0.00030186094,0.00017129148,0.0023199148,0.00029869878,0.0030035079,0.00026303576,0.00010277275],"category_scores_gemma":[0.00012793596,0.00032474063,0.00018628608,0.0031681515,0.0016240209,0.0021423413,0.002717028,0.000708393,0.0017863559],"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":[0.0005548689,0.00024011661,0.1424888,0.000075588774,0.000060995404,0.005614701,0.0017416191,0.0008075093,0.0045997826,0.8339775,0.00916916,0.00066931],"study_design_scores_gemma":[0.0012463998,0.00017306798,0.19192183,0.000041123116,0.000020660775,0.000018890352,0.0052099805,0.00048673118,0.0011130618,0.0001846528,0.79915625,0.00042733134],"about_ca_topic_score_codex":0.0049495245,"about_ca_topic_score_gemma":0.00046233134,"teacher_disagreement_score":0.83379287,"about_ca_system_score_codex":0.0030534829,"about_ca_system_score_gemma":0.0002218438,"threshold_uncertainty_score":0.9999205},"labels":[],"label_agreement":null},{"id":"W7135639384","doi":"","title":"Anatomy of System Notations: A comprehensive inventory of graphical devices","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Systems Engineering Methodologies 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":"Ontario College of Art and Design","funders":"","keywords":"Notation; Visualization; Chart; Graphical user interface; Graphical display; Data visualization","score_opus":0.11447640221424361,"score_gpt":0.33592546888817,"score_spread":0.2214490666739264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135639384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79438865,0.00012567872,0.0021687031,0.000045280693,0.00018594744,0.0006706636,0.000047830585,0.00035980044,0.20200743],"genre_scores_gemma":[0.99485254,0.00013882585,0.0009846333,9.98973e-7,0.000022610699,0.0000014977749,0.00001755053,0.000019419425,0.0039619235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983488,0.00044496523,0.00022313162,0.0002744664,0.00038810942,0.00032053769],"domain_scores_gemma":[0.99838924,0.0004537718,0.00008968546,0.0004758331,0.00046289718,0.00012854299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005464335,0.00014016566,0.000353639,0.0009767879,0.0003206395,0.000028431657,0.0010837142,0.00015822797,3.9611353e-7],"category_scores_gemma":[0.000025293517,0.00017211022,0.00012042456,0.0027694565,0.00031717928,0.00030809754,0.00029288133,0.0003032235,0.000012447641],"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":[0.00004550215,0.000027078095,0.0017846992,0.00067137624,0.00017637348,0.000115100614,0.00034866304,0.009251549,0.012107479,0.9749088,0.00041435997,0.00014898708],"study_design_scores_gemma":[0.0054842555,0.00065158424,0.08062766,0.0027160856,0.0003918729,0.000084853265,0.13483249,0.11300864,0.03228708,0.00029704053,0.6279053,0.0017131513],"about_ca_topic_score_codex":0.00079199555,"about_ca_topic_score_gemma":0.000049163602,"teacher_disagreement_score":0.9746118,"about_ca_system_score_codex":0.0002868019,"about_ca_system_score_gemma":0.00012378272,"threshold_uncertainty_score":0.70184505},"labels":[],"label_agreement":null},{"id":"W7135731428","doi":"","title":"Toolkit: Ethical human-centred design for a complex world","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Innovation and Socioeconomic Development","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":"Ontario College of Art and Design","funders":"Aga Khan Foundation; United States Agency for International Development","keywords":"Leverage (statistics); Process (computing); Set (abstract data type); Community engagement; Scenario planning; Work (physics); Session (web analytics); Community development","score_opus":0.31859431093238083,"score_gpt":0.34975728911665793,"score_spread":0.0311629781842771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135731428","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038953427,0.000002567983,0.0012195599,0.005255176,0.0003236677,0.0015412674,0.000010099357,0.00027578685,0.95241845],"genre_scores_gemma":[0.36826256,0.000009263434,0.0012529547,0.00086362753,0.00036114783,0.0000031344814,0.00018842478,0.000039833914,0.629019],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977673,0.00020311106,0.00022760223,0.00061493507,0.00046632276,0.0007207193],"domain_scores_gemma":[0.99832106,0.00025217934,0.00016560502,0.00037899346,0.0008098376,0.00007233647],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016360384,0.0002067155,0.0003054824,0.001597878,0.0032001298,0.00068504736,0.0016046505,0.0002365131,0.000027721866],"category_scores_gemma":[0.00007692909,0.00026123988,0.00012999671,0.0026328545,0.00036648367,0.0013540555,0.00096481404,0.0006649536,0.0005106666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034330782,0.000070389244,0.0011343374,0.000055331668,0.00008620912,0.00022482921,0.0002016278,0.00007176458,0.0008676674,0.9158881,0.08078182,0.00027466012],"study_design_scores_gemma":[0.002338721,0.00003112874,0.0064540114,0.00004318716,0.000032021606,0.0000012123068,0.003984381,0.0027095359,0.00008881053,0.0009875894,0.98297614,0.00035329198],"about_ca_topic_score_codex":0.0008867795,"about_ca_topic_score_gemma":0.00032082785,"teacher_disagreement_score":0.9149005,"about_ca_system_score_codex":0.0007545125,"about_ca_system_score_gemma":0.00037087823,"threshold_uncertainty_score":0.99998397},"labels":[],"label_agreement":null},{"id":"W7135845236","doi":"","title":"Gigamapping Rapid Changes in Working Life: Service designing a new service for new labour and welfare administration in Norway","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Service and Product Innovation","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":"Ontario College of Art and Design","funders":"","keywords":"Service (business); Administration (probate law); Process (computing); Welfare; Service design; Service provider; Futures contract; Norwegian","score_opus":0.1273665452801171,"score_gpt":0.2919429338665744,"score_spread":0.1645763885864573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135845236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82429564,0.000057093806,0.0001717675,0.082626306,0.00023005862,0.0016454007,0.0000042477936,0.00013457249,0.09083489],"genre_scores_gemma":[0.9617842,0.000101129015,0.0008155827,0.0019938515,0.00088666205,0.000002779896,0.00013659867,0.00004722789,0.034231987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981133,0.00012754521,0.00017660348,0.000643637,0.0003601306,0.0005788306],"domain_scores_gemma":[0.9987865,0.00013719665,0.00017212195,0.00030242608,0.0005165888,0.00008513216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012466538,0.00020342419,0.00026557178,0.0019079064,0.0009360485,0.0005846552,0.0009062434,0.00019129977,0.0000061590404],"category_scores_gemma":[0.000087740475,0.00026985203,0.00003113727,0.008202027,0.000035817593,0.0025435446,0.0006261585,0.00041574182,0.000035939247],"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":[0.00124208,0.000052923166,0.018248506,0.00058381254,0.00004836906,0.000307977,0.0012855647,0.00022209775,0.00500878,0.9657111,0.0011055322,0.0061832364],"study_design_scores_gemma":[0.005361395,0.00012089089,0.1356795,0.0008385323,0.00006020339,0.0000054355487,0.035731424,0.0038097934,0.00069808296,0.00085280323,0.8161136,0.00072836125],"about_ca_topic_score_codex":0.021957459,"about_ca_topic_score_gemma":0.04048731,"teacher_disagreement_score":0.9648583,"about_ca_system_score_codex":0.00026089742,"about_ca_system_score_gemma":0.00049278745,"threshold_uncertainty_score":0.9999754},"labels":[],"label_agreement":null},{"id":"W7164618689","doi":"","title":"How is Canada’s energy future projected? A case study for synthesis mapping in net-zero energy modelling","year":2024,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Integrated Energy Systems 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":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Energy (signal processing); Workflow; Process (computing); Futures contract; Field (mathematics); Stakeholder; Government (linguistics); Energy system; Work (physics)","score_opus":0.03725442856831385,"score_gpt":0.23057476782076272,"score_spread":0.19332033925244888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164618689","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1923078,0.0011332398,0.2735836,0.0011333077,0.0023799194,0.0032424284,0.00025101734,0.0009843408,0.52498436],"genre_scores_gemma":[0.92434925,0.00016816743,0.00056199916,0.000008692969,0.00014253303,0.000008454502,0.000021172318,0.000070794864,0.074668966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997128,0.0005636265,0.0002349067,0.0007824479,0.0005391694,0.00075186783],"domain_scores_gemma":[0.99844676,0.00025654936,0.00005147181,0.00051581155,0.00047997345,0.00024943144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004243596,0.0003507895,0.00041204903,0.0014760826,0.0008498284,0.00057364604,0.0009870703,0.00031440824,0.0000011093226],"category_scores_gemma":[0.00001615163,0.00042445157,0.000111149835,0.0023518172,0.00006889861,0.0012595529,0.0002179946,0.00055769796,7.0861495e-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":[0.000156505,0.00011228137,0.0001396811,0.00024996328,0.00056913827,0.0343224,0.0027720043,0.19039856,0.0003776168,0.7641558,0.004506591,0.0022394755],"study_design_scores_gemma":[0.00060397957,0.00008357809,0.000005259568,0.00026002305,0.000062848754,0.00022088026,0.043941338,0.5708165,0.0009918691,0.000016164373,0.38253757,0.00045997847],"about_ca_topic_score_codex":0.6756585,"about_ca_topic_score_gemma":0.5354276,"teacher_disagreement_score":0.76413965,"about_ca_system_score_codex":0.003647331,"about_ca_system_score_gemma":0.0016373256,"threshold_uncertainty_score":0.9998207},"labels":[],"label_agreement":null},{"id":"W97627123","doi":"","title":"CIVDDD collaborative research in big data analytics and visualization","year":2013,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Data Visualization and Analytics","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":"York University","funders":"","keywords":"Visualization; Data science; Big data; Computer science; Data visualization; Visual analytics; Analytics; Presentation (obstetrics); Information visualization; Cloud computing; World Wide Web; Data mining","score_opus":0.25361028828104015,"score_gpt":0.39611339862821066,"score_spread":0.1425031103471705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W97627123","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04162446,0.00012409869,0.04793029,0.0027648862,0.00029198788,0.002112655,0.00009592243,0.00015279137,0.90490294],"genre_scores_gemma":[0.84841,0.0013454468,0.003644935,0.00010606548,0.00013056182,0.0000012980952,0.00024882064,0.000035302848,0.14607756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945283,0.0023062564,0.00023213249,0.0011312243,0.001102978,0.0006991255],"domain_scores_gemma":[0.9956543,0.0004188122,0.000115054914,0.0016744739,0.0017030184,0.00043437365],"candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.002522699,0.00018835353,0.0002922151,0.002004929,0.0014323315,0.0014680083,0.005753521,0.0001928973,0.0000023946693],"category_scores_gemma":[0.00017439823,0.00022297658,0.000028391936,0.008280757,0.0007332458,0.005121442,0.005838815,0.0006584183,0.000072012954],"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":[0.00003979907,0.0001752639,0.004214777,0.000025727704,0.000040131177,0.00036443758,0.0005836369,0.000030766154,0.00032604559,0.9872016,0.004789698,0.0022081556],"study_design_scores_gemma":[0.0031726868,0.00049186917,0.011322969,0.00025500453,0.000032526947,0.000023361988,0.016028602,0.21629706,0.0006303583,0.0013808741,0.749584,0.0007806943],"about_ca_topic_score_codex":0.003935977,"about_ca_topic_score_gemma":0.0011084478,"teacher_disagreement_score":0.9858207,"about_ca_system_score_codex":0.000599577,"about_ca_system_score_gemma":0.001186379,"threshold_uncertainty_score":0.9998677},"labels":[],"label_agreement":null}]}