{"id":"W4245034275","doi":"10.1176/appi.focus.20160002","title":"From the Guest Editors","year":2016,"lang":"en","type":"editorial","venue":"FOCUS The Journal of Lifelong Learning in Psychiatry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Art","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":[0.009137576,0.003266595,0.003414568,0.003628019,0.00356467,0.01365972,0.003251604,0.0129613,0.06572721],"category_scores_gemma":[0.05828978,0.001134939,0.002023006,0.001717389,0.00232366,0.005469757,0.004081823,0.01931666,0.05940705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002660433,"about_ca_system_score_gemma":0.00482623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000993556,"about_ca_topic_score_gemma":0.002796546,"domain_scores_codex":[0.9900942,0.001949391,0.001239948,0.001433981,0.004570937,0.0007115229],"domain_scores_gemma":[0.965679,0.007624068,0.002945266,0.001312437,0.01570597,0.006733223],"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":[0.00001575471,0.000007530313,0.00001743893,0.0001104205,0.000005430097,0.00005237657,0.00001224912,0.000008421647,0.00002734305,0.0002213055,0.9951431,0.004378735],"study_design_scores_gemma":[0.00002747064,0.00001299834,0.00009252669,0.0003053828,0.00001220027,0.0001298595,0.00004576971,0.00003630446,0.00004585543,0.0006107181,0.9986687,0.00001240485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002255329,0.002800828,0.00006473625,0.0361185,0.958244,0.00002269892,0.00003739254,0.00003770228,0.002651573],"genre_scores_gemma":[0.000441203,0.003375916,0.0001205495,0.04294175,0.9077266,0.00008758974,0.00005895118,0.00007949364,0.04516786],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9342728,"threshold_uncertainty_score":0.2198794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818275259576965,"score_gpt":0.4537959406933778,"score_spread":0.4156131880976081,"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."}}