{"id":"W7097714137","doi":"","title":"(NAISIT), Toronto","year":2016,"lang":"en","type":"article","venue":"","topic":"Competency Development and Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.0006269155,0.001156903,0.0005981415,0.001189305,0.004067093,0.004009648,0.0009891697,0.002063983,0.5491708],"category_scores_gemma":[0.001187643,0.0005847036,0.0005181014,0.001396349,0.0007736027,0.001354023,0.00145615,0.001484616,0.1681613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005200869,"about_ca_system_score_gemma":0.006711491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.301194,"about_ca_topic_score_gemma":0.6693391,"domain_scores_codex":[0.9993493,0.0000670022,0.00003000819,0.0001843785,0.0002370169,0.0001322247],"domain_scores_gemma":[0.9986986,0.0001677092,0.00007518625,0.00008150624,0.0004314922,0.0005454312],"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":[0.0003876108,0.0001395817,0.004171644,0.0005773924,0.00002564607,0.001197392,0.001624575,0.0008773351,0.00421002,0.01285262,0.4890703,0.4848658],"study_design_scores_gemma":[0.00003008882,0.00007839299,0.009398379,0.0002772681,0.00001676411,0.0002708834,0.001021761,0.0002877415,0.001097742,0.001391339,0.9860969,0.00003268635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0152651,0.03121905,0.002249366,0.01311906,0.003914434,0.0001681235,0.009474793,0.00133168,0.9232584],"genre_scores_gemma":[0.01131601,0.003852738,0.001016243,0.0003263203,0.00008666913,0.00003383012,0.0007049854,0.0001684574,0.9824948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4508292,"threshold_uncertainty_score":0.6430532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174042142064514,"score_gpt":0.3406566421862664,"score_spread":0.3089162207656213,"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."}}