{"id":"W2550661111","doi":"10.1021/acs.est.6b05246","title":"Breaking out of the Box: India and Climate Action on Short-Lived Climate Pollutants","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pollutant; Action (physics); Environmental science; Climate change; Environmental protection; Ecology; Oceanography; Geology; Biology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004013419,0.0001234926,0.0002080913,0.000352104,0.000287607,0.00002022257,0.0003836315,0.0001199515,0.0001551545],"category_scores_gemma":[0.0000401778,0.00009322076,0.00004383215,0.0002103348,0.00130401,0.0002354077,0.0004453729,0.00009861504,0.0002065419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718011,"about_ca_system_score_gemma":0.000005205173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000961458,"about_ca_topic_score_gemma":0.00001995193,"domain_scores_codex":[0.9987395,0.000005505068,0.0003299644,0.0004192139,0.00004232079,0.0004634646],"domain_scores_gemma":[0.9993187,0.00002370009,0.0002425623,0.0003652142,0.000001493907,0.00004832487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002629184,0.00009205681,0.8234354,0.00001176423,0.00001155428,0.000001274576,0.000453556,0.000004229556,0.1044967,0.04279185,0.000006726734,0.02866864],"study_design_scores_gemma":[0.0005398518,0.000198173,0.8889603,0.00005760293,0.000007431063,0.0000237927,0.0007160073,0.0001363412,0.09475052,0.01096256,0.003295789,0.0003516078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951828,0.00009164157,0.00002468336,0.001279973,0.0003367901,0.0001393644,0.0003839617,0.00002842643,0.002532348],"genre_scores_gemma":[0.998359,0.001345796,0.00006492975,0.0001533953,0.00002364582,0.00001069069,6.563782e-7,0.00001149772,0.00003041915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06552492,"threshold_uncertainty_score":0.4804678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05301454166582382,"score_gpt":0.2527304961517782,"score_spread":0.1997159544859544,"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."}}