{"id":"W2133114029","doi":"10.1136/tc.2006.017491","title":"Dependence of tar, nicotine and carbon monoxide yields on physical parameters: implications for exposure, emissions control and monitoring","year":2007,"lang":"en","type":"review","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Ventilation (architecture); Nicotine; tar (computing); Smoke; Statistics; Mathematics; Waste management; Computer science; Meteorology; Engineering; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002886405,0.0003345721,0.001447353,0.0001755924,0.00007401123,0.00002276566,0.0001007634,0.0003283009,0.000001449641],"category_scores_gemma":[0.0002856287,0.0002650057,0.0002551366,0.0001313848,0.00006821177,0.00004182689,0.00001822119,0.0003685782,2.832944e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008634317,"about_ca_system_score_gemma":0.000108885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006317507,"about_ca_topic_score_gemma":0.000002383611,"domain_scores_codex":[0.998493,0.00005575674,0.0005448368,0.0004298275,0.000201359,0.0002752435],"domain_scores_gemma":[0.9976832,0.001217074,0.0003594207,0.0004200247,0.0001357013,0.0001846343],"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":[0.0001613231,0.0001932728,0.06781974,0.001528434,0.0002240607,0.00000211005,0.00005265505,0.000001837056,0.000369096,0.0001435726,0.00001417271,0.9294897],"study_design_scores_gemma":[0.07315332,0.01320011,0.5626228,0.1054333,0.09061392,0.0007515937,0.0006466786,0.0005537778,0.003176662,0.001325806,0.1427637,0.005758369],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1831716,0.8118929,0.000748246,0.0001643203,0.0002206936,0.003426554,0.000181866,0.00007211565,0.0001217245],"genre_scores_gemma":[0.6843508,0.3146727,0.0001209466,0.00003441783,0.0002926895,0.0004243096,0.00002780516,0.00004183257,0.00003442945],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9237314,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08290393780964647,"score_gpt":0.3829424424890689,"score_spread":0.3000385046794225,"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."}}