{"id":"W2329807154","doi":"10.1111/j.1360-0443.2010.03186.x","title":"News and Notes","year":2010,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Secrecy; Scrutiny; Law; Politics; Government (linguistics); Element (criminal law); Political science; Cabinet (room); History","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":[0.00001632092,0.00003555004,0.00005221658,0.0000250964,0.00002716733,0.000004329883,0.00000629543,0.00003128753,0.0002096218],"category_scores_gemma":[0.00002715272,0.00002626769,0.00001537663,0.00003497581,0.0000162671,0.00004640609,0.000002590619,0.00005787612,0.00005085759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004608279,"about_ca_system_score_gemma":0.000005668576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001578241,"about_ca_topic_score_gemma":0.0001963043,"domain_scores_codex":[0.9998035,0.000001836387,0.00003895912,0.00006333359,0.00004209171,0.00005022317],"domain_scores_gemma":[0.9998456,0.00002685936,0.0000103727,0.00007199839,0.00001118327,0.0000339559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003578497,0.00002364658,0.8773553,0.000001340087,0.00002424286,0.000006920091,0.0002081516,3.376312e-8,0.01538251,0.0003058148,0.001044354,0.1056119],"study_design_scores_gemma":[0.001387745,0.00008216297,0.9674507,0.00001100923,0.00009441168,0.00004501712,0.00008265903,0.00003178763,0.01250505,0.0001438567,0.01811512,0.00005042895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960535,0.0001160589,0.00002430053,0.0006452081,0.0002138805,0.00006068699,2.420911e-7,0.0000588373,0.002827265],"genre_scores_gemma":[0.9984308,0.00007830962,0.0005566012,0.0002352735,0.0001433592,0.000004214387,0.000009333243,0.000004485928,0.0005376362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1055615,"threshold_uncertainty_score":0.2295212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493605240640414,"score_gpt":0.2662151768152112,"score_spread":0.251279124408807,"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."}}