{"id":"W6990965996","doi":"","title":"Environmental standards and regulation","year":2019,"lang":"en","type":"other","venue":"Sussex Research Online (University of Sussex)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"European union; Legislation; Incentive; Environmental regulation; Function (biology); Environmental policy; Environmental impact assessment; Environmental law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001633974,0.0003797236,0.0006751996,0.002007269,0.0002332035,0.00003440621,0.0007484757,0.0006137315,0.009211275],"category_scores_gemma":[0.0001015078,0.0004678855,0.0001430093,0.0006291578,0.001642485,0.0002521735,0.000953019,0.0009802975,0.001436304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000734844,"about_ca_system_score_gemma":0.0006567618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220486,"about_ca_topic_score_gemma":0.002620006,"domain_scores_codex":[0.9948576,0.0005205239,0.0001907421,0.0009000112,0.002775605,0.0007555066],"domain_scores_gemma":[0.9980317,0.0001770536,0.0002977035,0.000985563,0.0002032202,0.0003047202],"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":[0.0006128586,0.0005013153,0.00178395,0.0006619905,0.0003653384,0.0001218551,0.0005575353,0.000006101396,0.005451827,0.001137382,0.980588,0.008211876],"study_design_scores_gemma":[0.002014406,0.0003479006,0.01002373,0.0003739626,0.00006748291,0.000009197836,0.006800214,0.0002591184,0.0000374048,0.0001979664,0.9794056,0.0004630061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1106931,0.005267436,0.0001477579,0.001506367,0.0003070479,0.003970211,0.0392832,0.000644022,0.8381808],"genre_scores_gemma":[0.03656893,0.002261213,0.001487012,0.000005138212,0.0002089714,4.493282e-7,0.001452407,0.000741829,0.9572741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1190932,"threshold_uncertainty_score":0.9997773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03307736262079,"score_gpt":0.3188674602554624,"score_spread":0.2857900976346724,"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."}}