{"id":"W4405674841","doi":"10.1111/bdi.13515","title":"Yet Why Not Say What Happened?","year":2024,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Sister; Psychoanalysis; Psychology; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001273201,0.0001355972,0.000105586,0.00009369657,0.0003161124,0.0005531559,0.0001272493,0.00004279714,0.006222492],"category_scores_gemma":[0.000003837893,0.0001145735,0.0000945823,0.00004495661,0.0001001239,0.0005340286,0.00002300526,0.0001484762,0.001710068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001915695,"about_ca_system_score_gemma":0.00004925277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007595539,"about_ca_topic_score_gemma":0.009563657,"domain_scores_codex":[0.9991117,0.00003245728,0.0001706317,0.0002270262,0.0001628692,0.0002953082],"domain_scores_gemma":[0.9996462,0.00004698762,0.00002077784,0.0001665204,0.00001033463,0.0001091919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003093027,0.00007453337,0.0002323929,0.0004348641,0.00004012941,0.000002759705,0.01454065,6.83933e-7,0.00001477591,0.4418525,0.1759758,0.3668],"study_design_scores_gemma":[0.0001203953,0.00006995894,0.00007696905,0.0001260581,0.0000137008,0.000001164177,0.003944665,0.00007030909,0.00001372744,0.005937184,0.9894692,0.0001566933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04884964,0.6527393,0.0001194591,0.06638991,0.03888701,0.001046583,0.0002710251,0.001016818,0.1906802],"genre_scores_gemma":[0.8491389,0.04870615,0.0001276645,0.03657791,0.002485143,0.00009257151,0.0002471919,0.0001450464,0.06247946],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8134934,"threshold_uncertainty_score":0.9990672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238696607447352,"score_gpt":0.2544409170318231,"score_spread":0.2320539509573496,"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."}}