{"id":"W2944300829","doi":"10.3390/ijerph16101858","title":"Global Health Perspectives on Cigarette Butts and the Environment","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002558602,0.0000791918,0.0001878843,0.0001403629,0.000118535,0.0000730619,0.0001328841,0.00003474473,0.0003004261],"category_scores_gemma":[0.00007526905,0.00005081837,0.00004670833,0.00004965403,0.0003398227,0.0001260113,0.00007980817,0.0003857068,0.000006018105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193915,"about_ca_system_score_gemma":0.0002623307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000077451,"about_ca_topic_score_gemma":0.000001932741,"domain_scores_codex":[0.9976053,0.0002467548,0.0002913511,0.0001649089,0.001428118,0.0002635743],"domain_scores_gemma":[0.9991747,0.0001437386,0.0001708284,0.0001143686,0.00003901498,0.0003573494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001297467,0.001385959,0.7352597,0.00002743802,0.0002659507,0.00003504339,0.00416476,0.000004527049,0.00006507471,0.01234042,0.001289462,0.2438642],"study_design_scores_gemma":[0.003527723,0.001937978,0.9775346,0.00006934647,0.000003395159,0.0002869173,0.006648494,0.00002076034,0.000007140132,0.0006307665,0.009290156,0.0000427202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166064,0.001474853,0.00005036701,0.08101956,0.0001303114,0.0002620984,0.00002751786,0.000002446231,0.0004264779],"genre_scores_gemma":[0.9902173,0.007873051,0.00003087143,0.001545182,0.0001481942,0.00000345055,0.000009824973,0.000006386392,0.0001657626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2438215,"threshold_uncertainty_score":0.3289455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05129187710043026,"score_gpt":0.4018524640332971,"score_spread":0.3505605869328668,"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."}}