{"id":"W6911593235","doi":"10.5281/zenodo.1304723","title":"Env 320,Ash Env 320,Env 320 Entire Course New","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clean Air Act; Clean Water Act; Agency (philosophy); Safe Drinking Water Act; Water quality; Air quality index; Clean water; National Ambient Air Quality Standards","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006969703,0.0008340679,0.0004466699,0.0008944324,0.003283239,0.005308966,0.00125881,0.002571072,0.8217102],"category_scores_gemma":[0.002458391,0.0005846522,0.0006095449,0.0007533872,0.0004627542,0.00351392,0.002437303,0.002805411,0.7269689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606032,"about_ca_system_score_gemma":0.002445048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185679,"about_ca_topic_score_gemma":0.04566139,"domain_scores_codex":[0.9993984,0.00003462825,0.00002483851,0.00009351491,0.0003413816,0.0001073852],"domain_scores_gemma":[0.9986319,0.00007477573,0.00003339101,0.0001335901,0.0006924131,0.0004339521],"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":[0.00001022563,0.00003258493,0.00006564214,0.00002141323,5.002226e-7,0.00002489236,0.0000213198,0.00001873279,0.0001409437,0.001116142,0.9815552,0.01699244],"study_design_scores_gemma":[0.000003859709,0.00001058925,0.0002835855,0.00001697521,5.511598e-7,0.00001682814,0.00005569567,0.00003130856,0.00006872808,0.0002861653,0.9992225,0.0000030681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005875499,0.000239842,0.0008359597,0.002955978,0.002303807,0.0002000972,0.001914635,0.001932413,0.9890297],"genre_scores_gemma":[0.0004889653,0.0000695155,0.0001337518,0.0004663695,0.0001004096,0.00002109881,0.0003960377,0.0002230816,0.9981007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8217102,"threshold_uncertainty_score":0.2543086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02442952174089707,"score_gpt":0.2441494202529023,"score_spread":0.2197198985120053,"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."}}