{"id":"W1983311608","doi":"10.1080/00085030.2001.10757521","title":"Intoxilyzer® 5000C or Alcotest® 7410 GLC as Headspace Analyser for Alcohol in Beverages","year":2001,"lang":"en","type":"article","venue":"Canadian Society of Forensic Science Journal","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Alcohol; Chromatography; Analyser; Alcohol content; Gas chromatography; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921948,0.0001802024,0.0002813511,0.0002649116,0.0002151332,0.0000674999,0.0005991603,0.0001557848,0.0000608237],"category_scores_gemma":[0.0003685351,0.0001595392,0.0001745324,0.001452467,0.000786389,0.0004293865,0.00002846484,0.0004171313,0.000003931649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071844,"about_ca_system_score_gemma":0.0002794902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001781988,"about_ca_topic_score_gemma":0.01470596,"domain_scores_codex":[0.9982447,0.000004104893,0.0003313349,0.0002352445,0.0003338823,0.0008507557],"domain_scores_gemma":[0.9989735,0.00008290362,0.00008148507,0.0002427797,0.0001682314,0.0004511306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005975499,0.00004853673,0.01758601,0.000122028,0.0001753781,0.0001897132,0.004431781,0.0679212,0.6115407,0.0005190622,0.07818036,0.2192255],"study_design_scores_gemma":[0.001942306,0.0002650261,0.006445532,0.0003052528,0.00004638335,0.0009814254,0.0110875,0.03926684,0.8959695,0.01496339,0.02773156,0.0009953035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952442,0.0003578756,0.001444145,0.001764202,0.0002265512,0.0001649086,0.00001125075,0.00008448372,0.0007023986],"genre_scores_gemma":[0.9478483,0.0004570859,0.05103502,0.0003798494,0.00008738773,0.000006229322,0.000001345266,0.00002334669,0.000161399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2844288,"threshold_uncertainty_score":0.8206272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02337171938975709,"score_gpt":0.284697366757121,"score_spread":0.2613256473673639,"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."}}