{"id":"W4366998442","doi":"10.18332/tpc/162474","title":"Innovations in Canada That May Inform the Next EU Tobacco Products Directive","year":2023,"lang":"en","type":"article","venue":"Tobacco Prevention & Cessation","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Directive; Business; European union; Environmental health; Political science; International trade; Medicine; Computer science","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":[0.001508256,0.000157665,0.0001999877,0.0003221688,0.0002926032,0.0001628131,0.0002644529,0.00007170813,0.0001427284],"category_scores_gemma":[0.0008432213,0.0001265044,0.00003702845,0.002764262,0.00003370392,0.001764348,0.0001610201,0.0001954114,0.0002074435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421495,"about_ca_system_score_gemma":0.000515585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8568344,"about_ca_topic_score_gemma":0.8123934,"domain_scores_codex":[0.9983501,0.00005939513,0.0005296489,0.0002643561,0.0003086196,0.0004879062],"domain_scores_gemma":[0.9988922,0.0001226864,0.0004030353,0.0002846729,0.0002817318,0.00001569379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002406552,0.00004705701,0.3337012,0.0001292741,0.00003134087,0.000002613187,0.0001881541,0.004579997,0.00001698381,0.08252038,0.5106487,0.06811021],"study_design_scores_gemma":[0.0002238355,0.000003733056,0.5357619,0.00002944478,0.000008728403,5.89681e-7,0.001593609,0.00147042,0.000005603647,0.003444196,0.4573333,0.000124597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675091,0.00002930469,0.00004383769,0.1072434,0.001172787,0.0007605048,0.000005919832,0.0001501067,0.02308502],"genre_scores_gemma":[0.9866294,0.0000427827,0.00001927477,0.0115784,0.0005997497,0.0001522044,0.0002972623,0.0000147829,0.0006661564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2020607,"threshold_uncertainty_score":0.5158698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08450227281863361,"score_gpt":0.3080426353765409,"score_spread":0.2235403625579073,"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."}}