{"id":"W4234075534","doi":"10.1176/pn.41.4.0040","title":"<b>Preliminary Program: WEDNESDAY</b> MAY 24","year":2006,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001200702,0.0003927127,0.0003704047,0.0002256111,0.00018481,0.00007787412,0.0004288554,0.0002173803,0.0007672028],"category_scores_gemma":[0.0000111091,0.0003090361,0.0003911515,0.001144783,0.00006144123,0.0001544227,0.00008713739,0.0002420765,0.001137724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009805533,"about_ca_system_score_gemma":0.00002048804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007926344,"about_ca_topic_score_gemma":0.003114055,"domain_scores_codex":[0.9975626,0.0001071938,0.0005659563,0.0006960927,0.0004626568,0.0006055127],"domain_scores_gemma":[0.9987649,0.0000450363,0.0002438331,0.0007627428,0.00002757737,0.0001559367],"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":[0.00008468251,0.001954602,0.03180201,0.00004504916,0.0001951322,0.00004823499,0.00007353992,0.01286054,0.00114146,0.03067184,0.8648454,0.05627753],"study_design_scores_gemma":[0.0006223817,0.0002204602,0.03438337,0.000005796467,0.00031351,0.00001988498,0.00009117278,0.0002194409,0.000212399,0.003385397,0.9600201,0.0005061192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2206185,0.0108352,0.0007980437,0.01012727,0.00681474,0.001089756,0.0000206618,0.001885619,0.7478102],"genre_scores_gemma":[0.8407527,0.0006621162,0.02250414,0.001041441,0.003450583,0.0004043562,0.0003547762,0.0001494942,0.1306804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6201342,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007737811050813158,"score_gpt":0.2278919907682051,"score_spread":0.2201541797173919,"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."}}