{"id":"W6991400899","doi":"","title":"Great Lakes: EPA Needs to Define Organizational Responsibilities Better for Effective Oversight and Cleanup of Contaminated Areas","year":2002,"lang":"en","type":"report","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Water Resources and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remedial action; Agency (philosophy); Quality (philosophy); Water quality; Remedial education; Resource (disambiguation); State (computer science); Environmental quality","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"],"consensus_categories":[],"category_scores_codex":[0.0001640211,0.0003789527,0.0009178039,0.0006559439,0.0004762909,0.0000548366,0.0008620182,0.0002919931,0.0008968275],"category_scores_gemma":[0.0002105333,0.0004836405,0.0003627019,0.001041817,0.001170744,0.001625542,0.0006447631,0.000231429,0.00002417336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230241,"about_ca_system_score_gemma":0.0006079014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003698091,"about_ca_topic_score_gemma":0.01048593,"domain_scores_codex":[0.9976342,0.000131262,0.0003053606,0.0005744717,0.0009070943,0.0004475772],"domain_scores_gemma":[0.9972247,0.0005563954,0.0007828259,0.0003627075,0.0007619082,0.0003114096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006807265,0.0001546347,0.9705793,0.0003475686,0.0003214489,0.00006519015,0.002030463,0.00002063587,9.142132e-8,0.0002620769,0.02011107,0.005426774],"study_design_scores_gemma":[0.0007288481,0.0003425269,0.6312659,0.0001972461,0.0001597187,0.000003338332,0.0006218776,0.000005906065,0.000005217157,0.00004822089,0.3662938,0.0003273463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960404,0.0001658793,0.0001340942,0.00049699,0.0001016008,0.001138561,0.009477582,0.00006139735,0.02801993],"genre_scores_gemma":[0.8782376,0.0006366803,0.0004028674,0.0000501836,0.00009914803,1.243439e-7,0.001222806,0.00004657847,0.119304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3461828,"threshold_uncertainty_score":0.9997615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239856088648486,"score_gpt":0.1890728749915085,"score_spread":0.1766743141050236,"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."}}