{"id":"W2100488066","doi":"10.1186/s12971-015-0032-0","title":"Development of measures assessing attitudes toward contraband tobacco among a web-based sample of smokers","year":2015,"lang":"en","type":"article","venue":"Tobacco Induced Diseases","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tobacco Research Unit; Public Health Ontario; University of Toronto","funders":"National Cancer Institute; Roswell Park Cancer Institute","keywords":"Sample (material); Environmental health; Tobacco use; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000317375,0.0002032038,0.0004661463,0.0001942996,0.00005978892,0.00003402312,0.000124833,0.0001161161,0.00006563104],"category_scores_gemma":[0.0007047069,0.0001789651,0.0001127067,0.0002620198,0.0001169902,0.0002031453,0.00003197105,0.0001110208,9.261129e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776708,"about_ca_system_score_gemma":0.001621478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003500664,"about_ca_topic_score_gemma":0.0000621379,"domain_scores_codex":[0.9981178,0.00006135645,0.0005199566,0.0002596672,0.0007996043,0.0002415876],"domain_scores_gemma":[0.9985334,0.0001277976,0.0002769338,0.0003046254,0.000454287,0.0003029182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002157644,0.0005452181,0.9697801,0.0000894551,0.00008764891,0.000006636213,0.0004401827,0.00001863352,0.01123412,0.00001726436,0.0000979384,0.01746701],"study_design_scores_gemma":[0.002735838,0.0001088228,0.9351349,0.0003844704,0.000343573,0.000001103562,0.001113141,0.00001030376,0.05991084,0.00001498549,0.0000655045,0.0001765451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986143,0.0001663916,0.0002622671,0.00004711923,0.0001717842,0.0003372012,0.00003895724,0.00008403089,0.0002779849],"genre_scores_gemma":[0.998471,0.000002367321,0.001225144,0.00005834567,0.00005964931,0.00004065803,0.0001117158,0.00002581459,0.000005325983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04867672,"threshold_uncertainty_score":0.7297984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199275931332291,"score_gpt":0.3483292451363507,"score_spread":0.2284016520031216,"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."}}