{"id":"W2048372343","doi":"10.1080/00085030.2009.10757614","title":"Six Generations of Breath Alcohol Testing Instruments: Changes in the Detection of Breath Alcohol Since 1930. An Historical Overview","year":2009,"lang":"en","type":"article","venue":"Canadian Society of Forensic Science Journal","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breath test; Alcohol; Breath gas analysis; Medicine; Alcohol intake; Chemistry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001684994,0.0001204216,0.0003141414,0.0002653691,0.000401819,0.00002462722,0.0002431393,0.00008970022,0.0000158285],"category_scores_gemma":[0.0002676231,0.00009376555,0.0001169034,0.001161074,0.0004190956,0.0002569558,0.00001015114,0.0003392459,5.679818e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288408,"about_ca_system_score_gemma":0.001940874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01151268,"about_ca_topic_score_gemma":0.02376441,"domain_scores_codex":[0.9982556,0.00006449498,0.0004497312,0.0001966321,0.0006398516,0.0003936813],"domain_scores_gemma":[0.9984033,0.00006935676,0.0003644396,0.0002470364,0.0004621324,0.0004537275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005288482,0.0003247613,0.1038418,0.0002809499,0.00004417166,0.0000277098,0.01235093,0.00007612578,0.2257088,0.0005828816,0.002178383,0.6545306],"study_design_scores_gemma":[0.001939026,0.001805494,0.9697914,0.0007896912,0.0001150103,0.001266255,0.001834828,0.005608275,0.0149384,0.0002282954,0.001474358,0.0002089955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928909,0.0007790362,0.00009313278,0.005406547,0.0002216637,0.0003213954,0.000008345148,0.000006541186,0.0002724545],"genre_scores_gemma":[0.9913293,0.0002832895,0.005476843,0.002715603,0.0001636948,0.000003294624,0.00000226216,0.000005656493,0.00002011451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8659496,"threshold_uncertainty_score":0.9950697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132842313096232,"score_gpt":0.3590873819034554,"score_spread":0.2262450688072234,"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."}}