{"id":"W7072038307","doi":"","title":"2020: University of Winnipeg KINect","year":2020,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001164068,0.002487988,0.001249597,0.001482137,0.0008911933,0.002144619,0.003192735,0.00150325,0.3964277],"category_scores_gemma":[0.004036682,0.001322222,0.0007289817,0.001594995,0.000474014,0.001673432,0.002758731,0.0009561299,0.398583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338847,"about_ca_system_score_gemma":0.002703572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0760828,"about_ca_topic_score_gemma":0.1186886,"domain_scores_codex":[0.9992025,0.00005748716,0.000034915,0.0002061409,0.0003039792,0.0001950116],"domain_scores_gemma":[0.9989139,0.0001037457,0.00003139615,0.0002751629,0.0004683697,0.0002074504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002571601,0.00002793429,0.0002333429,0.000231309,0.00002167453,0.00003642388,0.00006213567,0.000829623,0.001291321,0.002299686,0.9595025,0.03520691],"study_design_scores_gemma":[0.0002804093,0.00002628587,0.001734967,0.000100916,0.00002126779,0.00007885749,0.00006136059,0.006978779,0.006169994,0.005543201,0.9789139,0.00009010077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003840574,0.0008834305,0.04943825,0.0007679631,0.001111325,0.0006959017,0.4637493,0.2350375,0.2444758],"genre_scores_gemma":[0.03712756,0.000786354,0.08904879,0.0006283367,0.000200866,0.001053079,0.4395553,0.1534622,0.2781375],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6035723,"threshold_uncertainty_score":0.8609226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194052726953228,"score_gpt":0.2267746456257357,"score_spread":0.2148341183562034,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}