{"id":"W4213063378","doi":"10.1007/978-3-030-39903-0_101913","title":"Smoking Topography","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Geology; Geography","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":[0.00008414475,0.0004459937,0.0002956942,0.0008172815,0.0006721526,0.001150901,0.0006300858,0.0004370366,0.1239436],"category_scores_gemma":[0.0001640714,0.0002482135,0.0003184986,0.0006638413,0.0003610321,0.0009330524,0.0008117309,0.001083944,0.06109975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943419,"about_ca_system_score_gemma":0.0003778361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003404463,"about_ca_topic_score_gemma":0.007804072,"domain_scores_codex":[0.9999399,0.000004519497,0.000001861249,0.00001628988,0.00002916038,0.000008185195],"domain_scores_gemma":[0.999963,0.000005351407,0.000001543454,0.00001254143,0.0000116419,0.00000588258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005444907,0.00009215526,0.001055174,0.0001684211,0.000009548817,0.0002601817,0.0003084263,0.000766882,0.01038469,0.1680052,0.1989332,0.6199616],"study_design_scores_gemma":[0.000002207696,0.00001928298,0.002262596,0.00003639388,0.000005743069,0.0004122797,0.00008806518,0.0004520392,0.00149696,0.0218273,0.9733901,0.000007047569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002398853,0.003619149,0.005643062,0.0005307943,0.0003828697,0.00004173161,0.0006792362,0.0003925799,0.9863119],"genre_scores_gemma":[0.008811418,0.002022241,0.001045538,0.0001696142,0.00007052092,0.0000118705,0.0004278875,0.00009019145,0.9873509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1239436,"threshold_uncertainty_score":0.4146326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04305546354472781,"score_gpt":0.2777083432410556,"score_spread":0.2346528796963278,"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."}}