{"id":"W4416515312","doi":"10.2139/ssrn.5777301","title":"Support for Tobacco Control Policies: A Temporal Comparison of Policy Influencers and the General Public in Alberta, Canada in 2016, 2019, and 2021","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Influencer marketing; Tobacco control; Control (management); Public policy; Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00107299,0.0003617954,0.0006615827,0.002655167,0.002806831,0.002937833,0.00196662,0.001405167,0.004103852],"category_scores_gemma":[0.003797173,0.0005415231,0.0009310649,0.007449934,0.001104065,0.00113478,0.00245011,0.001983745,0.0003821749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04464799,"about_ca_system_score_gemma":0.06485731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997268,"about_ca_topic_score_gemma":0.9983553,"domain_scores_codex":[0.9979664,0.0001187044,0.0001015649,0.0001858629,0.000556002,0.001071389],"domain_scores_gemma":[0.9946612,0.0003021811,0.001035685,0.00009973947,0.002141546,0.001759714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002500307,0.00007638696,0.9857212,0.00008527499,0.0001186078,0.0001398194,0.003491447,0.0001999344,0.0001302833,0.0005691029,0.004110331,0.005107491],"study_design_scores_gemma":[0.0000088661,0.00002230094,0.9899349,0.00005881614,0.00003038753,0.00003763339,0.007430432,0.0002557455,0.00004244343,0.00003836909,0.00212045,0.00001978997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735689,0.002276527,0.0001531346,0.002229228,0.00005442435,0.00008383503,0.01764851,0.0000316887,0.003953764],"genre_scores_gemma":[0.9864084,0.001554486,0.0001911788,0.0004878817,0.00002332042,0.00004782612,0.006238095,0.00001500422,0.005033851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04464799,"threshold_uncertainty_score":0.3239453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203131672371748,"score_gpt":0.310982177872526,"score_spread":0.2989508611488085,"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."}}