{"id":"W2170269720","doi":"10.1176/pn.41.8.0011","title":"CANDIDATES FOR RECORDER","year":2006,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Psychology; Value (mathematics); Medical education; Medicine; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001277295,0.0001053568,0.0001486531,0.0002415091,0.0001390468,0.00007148413,0.0001357756,0.00008921469,0.00008060109],"category_scores_gemma":[0.00002340977,0.00009116716,0.00006598477,0.0004354787,0.00001192017,0.000169048,0.0000252073,0.00006364874,0.0003003619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001371345,"about_ca_system_score_gemma":0.00001910996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03400098,"about_ca_topic_score_gemma":0.0113662,"domain_scores_codex":[0.999169,0.00000286299,0.0002617958,0.0002157385,0.000072125,0.0002784993],"domain_scores_gemma":[0.9995774,0.00001767058,0.0001415865,0.0001882807,0.0000689841,0.000006085656],"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":[0.00001912483,0.000058349,0.1565834,0.0002271892,0.000007635103,0.000001133635,0.000002258055,0.000002223078,0.00002303889,0.1686845,0.6098997,0.0644915],"study_design_scores_gemma":[0.0003904118,0.000009367734,0.004402094,0.000004271488,0.00001218183,0.000001353178,0.00002565375,0.0002046012,0.000002465708,0.04256605,0.9522634,0.0001181604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6075274,0.003247732,0.01251154,0.05786996,0.01078632,0.002744841,0.00002133502,0.001533355,0.3037575],"genre_scores_gemma":[0.9860366,0.00001146893,0.002339139,0.002321052,0.006913794,0.0001305918,0.00004205259,0.00003626117,0.00216906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3785092,"threshold_uncertainty_score":0.9724317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113881854243894,"score_gpt":0.2418986275535483,"score_spread":0.2305104421291589,"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."}}