{"id":"W4392520048","doi":"10.1136/tc-2023-058542","title":"Tobacco packaging littering behaviours among Australian adults who smoke: findings from cross-sectional and observational studies to inform the implementation of cigarette pack inserts","year":2024,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Council Victoria","keywords":"Observational study; Environmental health; Cross-sectional study; Medicine; Packaging and labeling; Smoke; Smoking cessation; Business; Waste management; Marketing; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0003744095,0.0001859422,0.0002668023,0.000137667,0.0001899516,0.0001854407,0.00008698706,0.00009102123,0.0001723192],"category_scores_gemma":[0.00007035473,0.00014508,0.00009264793,0.0002591088,0.00009894725,0.0004323774,0.00004951722,0.000216799,0.000001594727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701641,"about_ca_system_score_gemma":0.00006737838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464279,"about_ca_topic_score_gemma":0.000448457,"domain_scores_codex":[0.9985085,0.00002357511,0.0004854355,0.0003053665,0.0004426211,0.0002345457],"domain_scores_gemma":[0.9992149,0.0001752299,0.000097916,0.0001913695,0.000234569,0.00008597313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001141355,0.00001295423,0.9886002,0.00003121738,0.0001744683,0.000008009334,0.002944732,0.00001155805,0.0004622105,0.0001424637,0.0004356948,0.007062374],"study_design_scores_gemma":[0.001429087,0.0001101046,0.9943959,0.0003179291,0.0002218456,0.000007206358,0.001765862,0.00002073032,0.001398972,0.00005923367,0.0001331895,0.0001399248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957764,0.0001210829,0.00003100183,0.002698965,0.0004502109,0.0006199423,0.0002126147,0.00007111277,0.00001863412],"genre_scores_gemma":[0.9987462,0.00001443177,0.00002041606,0.00053622,0.0002334806,0.000110933,0.0001805491,0.00002181722,0.0001359751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006922449,"threshold_uncertainty_score":0.5916189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916433739650868,"score_gpt":0.3791958561041697,"score_spread":0.310031518707661,"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."}}