{"id":"W3122748339","doi":"10.20944/preprints201905.0064.v1","title":"Global Health Perspectives on Cigarette Butts and the Environment","year":2019,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Public Health and Nutrition","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Tobacco control; Conference of the parties; Tobacco industry; Business; Environmental health; Convention; Political science; Medicine; Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001490159,0.0008078172,0.0004706408,0.001065273,0.001169104,0.004121322,0.0004000228,0.004287298,0.02265051],"category_scores_gemma":[0.001182045,0.0002296499,0.0006875448,0.002031779,0.001277577,0.001304627,0.002361897,0.002613924,0.002522646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008848904,"about_ca_system_score_gemma":0.002969835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007155478,"about_ca_topic_score_gemma":0.01575851,"domain_scores_codex":[0.9986436,0.0007638052,0.00003786738,0.00007760757,0.0002390196,0.0002381114],"domain_scores_gemma":[0.9985713,0.000451352,0.0002104316,0.00005819305,0.0001920952,0.0005165856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001763789,0.0003125283,0.0514728,0.004136824,0.0002132655,0.001839501,0.009825754,0.0004231327,0.003418116,0.02564877,0.519889,0.3826439],"study_design_scores_gemma":[0.00003113505,0.0001787239,0.04081864,0.002407847,0.00007924211,0.0009233554,0.007335383,0.00005599357,0.0002901767,0.005204492,0.9426475,0.00002748044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01924224,0.2679288,0.0005823003,0.4197328,0.009586333,0.00006575007,0.002115768,0.0001067429,0.2806392],"genre_scores_gemma":[0.2605129,0.4265709,0.002368293,0.2036393,0.018191,0.0002514719,0.002811523,0.00008440892,0.08557018],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02265051,"threshold_uncertainty_score":0.07577348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07269963359489226,"score_gpt":0.3734625756634061,"score_spread":0.3007629420685138,"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."}}