{"id":"W780290473","doi":"10.71781/11638","title":"Fractionation, chemical and toxicological characterization of tobacco smoke components","year":2010,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; British American Tobacco","keywords":"Chlorogenic acid; Tobacco smoke; Smoke; Fractionation; Chemistry; Micronucleus test; Particulates; Chromatography; Environmental chemistry; Combustion products; Vapor phase; Combustion; Toxicity; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002780548,0.0003020332,0.0001938775,0.0008092317,0.0004073238,0.0003714224,0.0001674374,0.0003762571,0.0008360234],"category_scores_gemma":[0.0003181991,0.0001324986,0.0004231292,0.0004009712,0.0002569915,0.000206877,0.0001997059,0.0004076553,0.0003580676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027511,"about_ca_system_score_gemma":0.0004797907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004532073,"about_ca_topic_score_gemma":0.006784092,"domain_scores_codex":[0.9998017,0.00002363359,0.00001361571,0.00004899754,0.00008771945,0.00002437978],"domain_scores_gemma":[0.999844,0.00003265949,0.00002189368,0.00001864582,0.00006751843,0.00001529804],"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":[0.00002443574,0.0000103717,0.0005719243,0.00003123162,0.000005311069,0.00001520792,0.00002389713,0.0000659721,0.997442,0.00002510896,0.000007705857,0.00177667],"study_design_scores_gemma":[0.000003410853,0.0003116585,0.01854621,0.00001365248,0.00002998219,0.0001664389,0.00008016537,0.0008949453,0.9774486,0.00006508851,0.00242989,0.000009960194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682245,0.005059646,0.02275775,0.0001137529,0.0000367044,0.0001472144,0.0008862166,0.00009940155,0.002674924],"genre_scores_gemma":[0.9594067,0.004852398,0.02490922,0.0002181625,0.00002461268,0.0001655526,0.001522254,0.00006581452,0.008835218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004532073,"threshold_uncertainty_score":0.009011388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658774942774034,"score_gpt":0.3162568251780901,"score_spread":0.2896690757503498,"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."}}