{"id":"W2354542903","doi":"","title":"A review of studies on the emission and control of atmospheric methyl bromide","year":2002,"lang":"en","type":"review","venue":"Shengtai kexue","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bromide; Ozone layer; Environmental science; Montreal Protocol; Ozone depletion; Atmospheric sciences; Realization (probability); Control (management); Ozone; Meteorology; Chemistry; Computer science; Geography; Mathematics; Geology; Statistics","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":[0.00126971,0.000269218,0.001418143,0.000006998686,0.00008739239,0.000005090098,0.0002576096,0.0001007925,0.0001626083],"category_scores_gemma":[0.001121588,0.0001455501,0.0002493297,0.0002631751,0.0002852116,0.00003284149,0.0001614267,0.0002714524,0.00002545183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008648486,"about_ca_system_score_gemma":0.00001244172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000306576,"about_ca_topic_score_gemma":4.902645e-7,"domain_scores_codex":[0.9980739,0.0004308841,0.0007499932,0.0002886848,0.0002866746,0.000169818],"domain_scores_gemma":[0.9977177,0.001103083,0.0007142437,0.000395148,0.00001687503,0.00005299948],"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":[0.000002192119,0.00003079413,0.00002991312,0.07289391,0.0001178462,0.000001149193,0.0001779688,0.000003997342,0.000004485477,0.00003381648,0.001618408,0.9250855],"study_design_scores_gemma":[0.0001005981,0.0001243887,0.000007434054,0.2022554,0.0005924098,0.00000654427,0.00008225173,0.00004220285,0.00001868031,0.00006512376,0.7965014,0.0002035927],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007241089,0.9982948,0.00001581945,0.00007822581,0.0001255623,0.0005493554,0.000009084401,0.00001187908,0.0008429026],"genre_scores_gemma":[0.0002527496,0.9988638,0.0002355367,0.00009293322,0.00005487892,0.00004555585,0.000001133431,0.00002089391,0.0004325756],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9248819,"threshold_uncertainty_score":0.593536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036130040937896,"score_gpt":0.3526928400224024,"score_spread":0.2490798359286128,"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."}}