{"id":"W4385594224","doi":"10.59962/9780774890229-003","title":"Participants","year":2017,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Biotech (Canada)","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006461946,0.001041077,0.001050523,0.001967471,0.01151974,0.007139972,0.002117409,0.003674825,0.5521333],"category_scores_gemma":[0.01518483,0.000602585,0.000326583,0.001202989,0.001715118,0.002197954,0.007413186,0.004554818,0.2326548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0111941,"about_ca_system_score_gemma":0.02967794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04264044,"about_ca_topic_score_gemma":0.0990546,"domain_scores_codex":[0.9958649,0.0007374756,0.0001044152,0.0004948397,0.00125832,0.001540071],"domain_scores_gemma":[0.9886776,0.0009524993,0.0002086684,0.0005198087,0.004632731,0.005008739],"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":[0.0005461872,0.0001500841,0.000637253,0.0002792975,0.000002024057,0.0001026762,0.003444778,0.00002831969,0.0004331727,0.01116714,0.964232,0.01897709],"study_design_scores_gemma":[0.0000609891,0.00001897596,0.000463778,0.0001492778,0.000002410579,0.00002662227,0.003717795,0.00002446265,0.0001913096,0.001224979,0.9941099,0.000009451903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02073189,0.002930321,0.005032692,0.05800756,0.01568958,0.02080744,0.03198666,0.001440893,0.8433729],"genre_scores_gemma":[0.02142843,0.0004390645,0.001238624,0.01051965,0.0004461874,0.01556976,0.002172657,0.0002599233,0.9479256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5521333,"threshold_uncertainty_score":0.6388274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04600968659250288,"score_gpt":0.2163966575070347,"score_spread":0.1703869709145318,"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."}}