{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003833584,0.0002421867,0.000177007,0.00007057701,0.00252109,0.0003987433,0.001242069,0.0001075735,0.1861031],"category_scores_gemma":[0.0001678509,0.000239828,0.00008796078,0.0004504294,0.0007524702,0.0003872936,0.002575178,0.0003013612,0.09689011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075242,"about_ca_system_score_gemma":0.000004066796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003392925,"about_ca_topic_score_gemma":0.000007168427,"domain_scores_codex":[0.9975846,0.0001809632,0.0003036186,0.0006049773,0.0006401888,0.0006856323],"domain_scores_gemma":[0.9985067,0.0000189026,0.0001191601,0.0007173924,0.00003067021,0.0006072027],"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":[0.00003437127,0.0002271956,0.0002264998,0.0000111958,0.00002577295,0.00001219601,0.001537139,0.00008519177,0.02895405,0.0004162692,0.8951799,0.07329024],"study_design_scores_gemma":[0.0004479247,0.0002938974,0.01091803,0.0000236917,0.000021898,0.00005848895,0.0003945884,0.0002506258,0.002518108,0.0002062819,0.9845802,0.0002862448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2715552,0.0001466658,0.001676258,0.005670662,0.0004077016,0.0008866781,0.0002793543,0.001075177,0.7183022],"genre_scores_gemma":[0.9525695,0.0002617858,0.000602172,0.001189176,0.0006282799,9.234399e-8,0.000557758,0.001296907,0.04289426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6810143,"threshold_uncertainty_score":0.9987775,"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."}}