{"id":"W2180820647","doi":"10.1192/pb.bp.111.034108","title":"Still tilting at windmills","year":2011,"lang":"en","type":"article","venue":"The Psychiatrist","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Feeling; Psychoanalysis; Mental illness; Psychiatry; Psychology; Mental health; Social 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002419373,0.0001356836,0.0001164662,0.00003660167,0.0006779837,0.00003650928,0.0002750356,0.00003069839,0.008001979],"category_scores_gemma":[0.000003845931,0.00008540379,0.00008722896,0.00003243831,0.0001706301,0.00006233457,0.00004980673,0.0001501169,0.002168809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002424408,"about_ca_system_score_gemma":0.00002491642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009560987,"about_ca_topic_score_gemma":0.003167071,"domain_scores_codex":[0.9990466,0.00005156649,0.0002535452,0.0001729283,0.0001457871,0.0003295558],"domain_scores_gemma":[0.9993778,0.00003350632,0.0001141643,0.000341041,0.0000231981,0.0001103172],"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":[0.000425233,0.0003254788,0.01593942,0.0001640337,0.00006581195,0.000003570819,0.1905128,3.310664e-7,0.000012682,0.4961061,0.2908242,0.00562026],"study_design_scores_gemma":[0.0004500707,0.0001577657,0.003247467,0.0000238891,0.00003761938,0.00001029762,0.004495165,0.0000112322,0.00003891081,0.01191086,0.9793978,0.0002188755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3849864,0.0009794978,0.000004318991,0.001257501,0.004855498,0.0002302586,0.00003945505,0.00009356704,0.6075535],"genre_scores_gemma":[0.967131,0.00002860967,0.0001808561,0.002715678,0.001915887,0.0000142707,0.000009074185,0.00002378044,0.02798091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6885736,"threshold_uncertainty_score":0.9986081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08437492461158322,"score_gpt":0.2456888630567019,"score_spread":0.1613139384451187,"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."}}