{"id":"W4411008457","doi":"10.1080/00085030.2025.2511513","title":"Modifications proposed to the Canadian Society of Forensic Science Alcohol Test Committee from November 2019 to April 2025","year":2025,"lang":"en","type":"article","venue":"Canadian Society of Forensic Science Journal","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sleep Society","funders":"","keywords":"Forensic science; Test (biology); Library science; Political science; Engineering ethics; Engineering; Computer science; History; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01926686,0.001114356,0.001464773,0.003271133,0.004974619,0.005952251,0.004584612,0.02387866,0.0312264],"category_scores_gemma":[0.07073272,0.001264541,0.001598242,0.001475281,0.003901816,0.002200774,0.001994576,0.01725482,0.03305648],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0111958,"about_ca_system_score_gemma":0.04297645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1389156,"about_ca_topic_score_gemma":0.3140187,"domain_scores_codex":[0.9785224,0.002055648,0.002998237,0.001572792,0.01229838,0.002552501],"domain_scores_gemma":[0.8960248,0.006736274,0.003040845,0.002012528,0.0854018,0.006783884],"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":[0.00001880037,0.00001370232,0.0001277095,0.00004865938,0.000003903276,0.0001102508,0.00002189447,0.00001913992,0.0001223564,0.0005416964,0.9929252,0.006046712],"study_design_scores_gemma":[0.00001471679,0.00001256113,0.000954723,0.0001405613,0.000007432842,0.0001204477,0.00005259259,0.00005124481,0.0001290082,0.0003319136,0.9981578,0.0000269368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0005245649,0.007194696,0.002119551,0.4520141,0.4850082,0.0008193036,0.001567782,0.0006575036,0.05009438],"genre_scores_gemma":[0.005847587,0.008179664,0.005008537,0.5895571,0.1309837,0.0006814439,0.00200735,0.0003283192,0.2574063],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9888042,"threshold_uncertainty_score":0.2762141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06257766616311666,"score_gpt":0.3774783298686505,"score_spread":0.3149006637055339,"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."}}