{"id":"W2080125288","doi":"10.1176/pn.37.23.0034","title":"Candidate for Area 7 Trustee","year":2002,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislature; Political science; Library science; Management; Law; Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006389217,0.00009984738,0.0001729919,0.000107042,0.0005958357,0.00001180004,0.0002138722,0.0001266565,0.01509916],"category_scores_gemma":[0.001599069,0.00007333701,0.00007212527,0.0002910001,0.00002366119,0.0001129458,0.00003531967,0.0005189961,0.002155986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003676472,"about_ca_system_score_gemma":0.0001277112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003956612,"about_ca_topic_score_gemma":0.0007003671,"domain_scores_codex":[0.9982312,0.000262882,0.0003420801,0.000227649,0.0002944803,0.0006416885],"domain_scores_gemma":[0.9974608,0.001632073,0.0001493816,0.0002902105,0.00007119866,0.0003962644],"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":[0.00009835362,0.00006239475,0.01127941,0.000142019,0.00001504786,0.00000171141,0.0004093652,1.717552e-7,0.000006640076,0.001278941,0.9363303,0.05037572],"study_design_scores_gemma":[0.001295945,0.0001408424,0.0005391811,0.00001695663,0.00001893752,8.658661e-7,0.0004840396,0.0006779459,0.000001348274,0.002378567,0.9943548,0.0000905475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03657939,0.009670094,0.006865788,0.09753081,0.005760834,0.003604765,0.0001309785,0.0002455214,0.8396118],"genre_scores_gemma":[0.5861369,0.02062138,0.019519,0.03996429,0.0130071,0.00301408,0.00011431,0.0001721507,0.3174508],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5495575,"threshold_uncertainty_score":0.9986209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1877225545164783,"score_gpt":0.4855235989426646,"score_spread":0.2978010444261863,"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."}}