{"id":"W2423072635","doi":"10.18001/trs.1.2.1","title":"Content Analysis of Trends in Print Magazine Tobacco Advertisements","year":2015,"lang":"en","type":"article","venue":"Tobacco Regulatory Science","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Association for Cancer Research; National Institute on Drug Abuse; National Cancer Institute; National Institutes of Health; U.S. Department of the Treasury; Cancer Research Society","keywords":"Snus; Advertising; Tobacco control; Content analysis; Tobacco industry; Snuff; Harm reduction; Smokeless tobacco; Psychology; Theme (computing); Medicine; Environmental health; Public health; Sociology; Business; Tobacco use; Population; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009671082,0.0001075354,0.0003206957,0.00129404,0.00003296616,0.00001640878,0.0002094718,0.00004968941,0.000205705],"category_scores_gemma":[0.00007213865,0.00009178392,0.00009577311,0.003864427,0.0003112968,0.0002523099,0.00007568581,0.00008351581,0.00000548327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003647011,"about_ca_system_score_gemma":0.0001998943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001419894,"about_ca_topic_score_gemma":0.00009193421,"domain_scores_codex":[0.9980659,0.00002217901,0.0003694102,0.0003370979,0.0009565294,0.0002488482],"domain_scores_gemma":[0.9988679,0.000007585202,0.0001336128,0.0005127414,0.0002728773,0.0002052393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004180404,0.000132446,0.9565608,0.000001945737,0.00003086154,0.000006561959,0.0002739513,0.0001601491,0.01126048,0.0001479304,0.00009162044,0.03129146],"study_design_scores_gemma":[0.0008990408,0.0001004553,0.9913226,0.00002540877,0.0002681842,0.000003116564,0.0002243094,0.000405347,0.006507338,0.000008941224,0.0001450018,0.00009026261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965014,0.00003433052,0.00003315102,0.0001134811,0.0001712599,0.000111136,0.000003331101,0.00002691149,0.003005019],"genre_scores_gemma":[0.9988587,0.000001700594,0.0001854358,0.00007537141,0.00001643651,0.000007371325,0.00001829147,0.0000056576,0.0008310341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0347618,"threshold_uncertainty_score":0.374284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011847124271922,"score_gpt":0.3418787628660164,"score_spread":0.2406940504388242,"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."}}