{"id":"W4254989403","doi":"10.1111/add.14414","title":"News and Notes","year":2018,"lang":"en","type":"article","venue":"Addiction","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00002742437,0.00002390226,0.00003155347,0.00002543913,0.00003879118,0.000005636337,0.000005094781,0.00002941101,0.0001880645],"category_scores_gemma":[0.00002114736,0.00002046659,0.000007847075,0.00004266619,0.00002623972,0.00003759184,0.000003388623,0.00002862201,0.00001459937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001090035,"about_ca_system_score_gemma":0.000005563501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006624797,"about_ca_topic_score_gemma":0.000009646544,"domain_scores_codex":[0.9998056,0.000003798458,0.00003755429,0.00005988076,0.00005463461,0.00003849751],"domain_scores_gemma":[0.9998769,0.000007312737,0.00001130244,0.00005356324,0.00002797926,0.00002301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003487314,0.00002240348,0.7542531,0.000002956463,0.000007837872,0.000001345239,0.0002111041,3.202422e-8,0.009053219,0.0001239263,0.00252625,0.2337629],"study_design_scores_gemma":[0.0002847118,0.0001672957,0.977085,0.00001425872,0.00005064741,0.00002130781,0.00002926867,0.00002598532,0.01143453,0.00004922741,0.01081417,0.00002360194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955288,0.0000180486,0.0004948904,0.0003338499,0.0001792137,0.00004271438,6.510901e-7,0.00004722008,0.003354674],"genre_scores_gemma":[0.9991975,0.00001567715,0.00008028778,0.0001958265,0.0003128043,0.000002722235,0.00001143012,0.000003538806,0.0001802401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2337393,"threshold_uncertainty_score":0.2059174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725364005962626,"score_gpt":0.3012960717480054,"score_spread":0.2740424316883792,"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."}}