{"id":"W2895012811","doi":"10.1093/schbul/sbx187","title":"Picking up the Pieces","year":2017,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.006625522,0.001835485,0.001645826,0.00478296,0.008067194,0.01714716,0.002424873,0.00766182,0.09427632],"category_scores_gemma":[0.0339765,0.00078462,0.001322308,0.003128242,0.01248814,0.0239547,0.009129209,0.02237858,0.04335905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004260047,"about_ca_system_score_gemma":0.007203749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007175,"about_ca_topic_score_gemma":0.01691036,"domain_scores_codex":[0.9945793,0.0016472,0.0003805172,0.0006203417,0.002063161,0.0007095647],"domain_scores_gemma":[0.9809107,0.005297538,0.0007767507,0.002039466,0.007679577,0.003295841],"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":[0.00007003227,0.00002236258,0.0005164267,0.0002557517,0.00003621807,0.0002163741,0.002017257,0.00005153967,0.000283292,0.06079539,0.8661964,0.06953899],"study_design_scores_gemma":[0.00001614481,0.00002257214,0.0005728632,0.0008862226,0.00001937446,0.0001798802,0.007552219,0.00005078784,0.0001258602,0.05770494,0.9328291,0.00004001443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001098187,0.03744565,0.004295022,0.757304,0.1408775,0.00007362938,0.0004314465,0.0003245292,0.05814998],"genre_scores_gemma":[0.03459424,0.05685753,0.009564275,0.4955491,0.1132563,0.0002853358,0.0008254316,0.001453719,0.287614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09427632,"threshold_uncertainty_score":0.3153857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07362001174731804,"score_gpt":0.3755087447641473,"score_spread":0.3018887330168293,"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."}}