{"id":"W4411100611","doi":"10.1136/tc-2025-059332","title":"Behind the smoke: using authenticity to romanticise cigars","year":2025,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Guelph","funders":"","keywords":"Smoke; Advertising; Business; Secondhand smoke; Medicine; Environmental health; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003711293,0.000155451,0.0001800841,0.0002508037,0.0004349716,0.0006151194,0.0003847946,0.00005491775,0.00043741],"category_scores_gemma":[0.0001222055,0.0001236734,0.0001101374,0.0003791007,0.0000557403,0.0003909483,0.0001127785,0.0001225586,0.0004620993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003626314,"about_ca_system_score_gemma":0.0000313069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009145842,"about_ca_topic_score_gemma":0.0002820791,"domain_scores_codex":[0.9989327,0.00001964695,0.0003097563,0.0002792428,0.0002016071,0.0002570866],"domain_scores_gemma":[0.9991758,0.00005084894,0.0001153704,0.0004602278,0.0001825629,0.00001513967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00024766,0.0002482048,0.5733918,0.00006032235,0.0001503582,0.00000722204,0.0001515858,0.0001382227,0.008394415,0.02286239,0.01117451,0.3831733],"study_design_scores_gemma":[0.001264689,0.000001408724,0.9338746,0.00006138367,0.0005203049,8.947885e-7,0.0001580956,0.00266062,0.00009791051,0.0008490551,0.06027162,0.0002394006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895518,0.0001087506,0.001812708,0.004418671,0.001064058,0.0006423485,0.0000039654,0.0001226091,0.002275125],"genre_scores_gemma":[0.9933202,0.000002070469,0.00002601353,0.005070445,0.0002243926,0.00005321687,0.000005394033,0.00001270935,0.001285515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829339,"threshold_uncertainty_score":0.5939506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302367122569211,"score_gpt":0.2800365078814237,"score_spread":0.2497997956245026,"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."}}