{"id":"W2804940575","doi":"10.12987/yale/9780300212983.003.0008","title":"The Great Lakes Water Quality Agreements","year":2017,"lang":"en","type":"book-chapter","venue":"Yale University Press eBooks","topic":"Water Resources and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Water quality; Pollution; Environmental planning; Quality (philosophy); Environmental protection; Joint (building); Environmental science; Political science; Engineering; Law; Civil engineering; Ecology","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"],"consensus_categories":[],"category_scores_codex":[0.0003665481,0.0002023459,0.0002236107,0.00002295409,0.002778924,0.0002428131,0.001254223,0.0002546175,0.00009774701],"category_scores_gemma":[0.00001371796,0.0001429395,0.0001889167,0.000001147106,0.0009043398,0.0001015008,0.0004240514,0.0002567951,0.00006208508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349383,"about_ca_system_score_gemma":0.00005338236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01528489,"about_ca_topic_score_gemma":0.01334194,"domain_scores_codex":[0.9985364,0.0000976507,0.0001312478,0.0003182563,0.0005335898,0.0003828314],"domain_scores_gemma":[0.9988369,0.00006062978,0.0002465816,0.0006338175,0.00009752456,0.0001245571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001054018,0.000007533473,0.00007285322,0.00003372842,0.0001969191,0.0001080419,0.01116442,8.224764e-7,0.000008946007,0.9620235,0.01532551,0.01095235],"study_design_scores_gemma":[0.0002066712,0.00001170286,0.00004424237,0.00005583027,0.00004879584,2.726338e-7,0.0001703869,4.577597e-7,0.00005039786,0.0014465,0.9977379,0.0002268653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005983521,0.00009206866,0.00000457149,0.0002517539,0.0003002759,0.0002722191,0.00009500988,0.00005314157,0.9983326],"genre_scores_gemma":[0.002680132,0.0003136431,0.000005574228,0.00003373074,0.0002455499,4.713919e-7,0.000008318452,0.00001540733,0.9966972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9824123,"threshold_uncertainty_score":0.9985193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565578515787687,"score_gpt":0.2621963544364186,"score_spread":0.2056385028576499,"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."}}