{"id":"W2039383186","doi":"10.1177/1363461513497144","title":"Comment on Littlewood and Dein","year":2013,"lang":"en","type":"letter","venue":"Transcultural Psychiatry","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007920139,0.0005636628,0.0004570228,0.00009559051,0.0005642324,0.0002794354,0.0002750824,0.0004528174,0.005892203],"category_scores_gemma":[0.000001059609,0.0003898216,0.0002479658,0.00002652786,0.000214947,0.0001385944,0.00001266624,0.001804344,0.001158439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000361887,"about_ca_system_score_gemma":0.00004568151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000607009,"about_ca_topic_score_gemma":0.0006166393,"domain_scores_codex":[0.9978859,0.000107633,0.0004781206,0.0005349114,0.0003758092,0.0006176268],"domain_scores_gemma":[0.9992367,0.0000430863,0.000140151,0.0003592203,0.00004319857,0.0001776339],"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":[0.00002894288,0.00006960343,0.00005308063,0.0008435493,0.0000725289,0.000003487791,0.003724932,3.294975e-8,2.377282e-7,0.03252233,0.9619982,0.0006830504],"study_design_scores_gemma":[0.0007090186,0.0004221773,0.00009074542,0.0003364952,0.00008213712,0.00001207813,0.000890407,0.000001593972,7.599461e-7,0.004093731,0.992826,0.0005348254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001861952,0.002011308,7.740338e-7,0.8965011,0.009856509,0.0007236057,0.0002751433,0.00013163,0.08863796],"genre_scores_gemma":[0.002187999,0.0001761622,0.0001636601,0.9575649,0.01692662,0.0001023295,0.0006643839,0.00006976118,0.02214412],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06649385,"threshold_uncertainty_score":0.9998553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604811987585575,"score_gpt":0.2470178095089876,"score_spread":0.2109696896331319,"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."}}