{"id":"W4229711015","doi":"10.1002/9781118445112.stat07724.pub2","title":"Law and Environmental Statistics","year":2017,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Agency (philosophy); Statute; Statistical analysis; Descriptive statistics; Protocol (science); Law; Business; Political science; Actuarial science; Environmental resource management; Environmental planning; Statistics; Geography; Environmental science; Sociology; Mathematics; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002266885,0.0004751146,0.0005947953,0.0001171099,0.001018171,0.0002063081,0.0004990398,0.0004883794,0.005833831],"category_scores_gemma":[0.0001304034,0.0005048951,0.00002866713,0.00003041464,0.00274456,0.0001248284,0.0002082293,0.0005854347,0.0002320103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223848,"about_ca_system_score_gemma":0.0002696634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01273368,"about_ca_topic_score_gemma":0.1202956,"domain_scores_codex":[0.9972286,0.000182827,0.0003829851,0.0006218945,0.0008021767,0.000781535],"domain_scores_gemma":[0.9980694,0.0002567676,0.000565582,0.0005727428,0.00002037301,0.0005151251],"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":[0.0000187018,0.0002224627,0.000328562,0.0006137477,0.00006624478,0.0000850412,0.0008878071,4.127846e-7,0.00000389136,0.352938,0.6222882,0.02254692],"study_design_scores_gemma":[0.0003692193,0.0001100327,0.0003603595,0.0006539365,0.0001617021,0.000002151513,0.002126823,0.00002739153,6.434308e-7,0.004549352,0.9910668,0.0005716312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002432958,0.01118858,0.009482308,0.0002069868,0.0008478982,0.0008985117,0.2584842,0.0002175523,0.7186496],"genre_scores_gemma":[0.0008406861,0.2712246,0.09376615,0.001289674,0.0008997284,0.0000405313,0.01555323,0.0004632978,0.6159221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3687786,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0420798649456025,"score_gpt":0.3465040980812252,"score_spread":0.3044242331356227,"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."}}