{"id":"W2786409043","doi":"","title":"Braided Freshwater Governance: A case study of regulation and stewardship of riparian areas and wetlands in British Columbia and Washington State","year":2016,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Wetland; Riparian zone; State (computer science); Corporate governance; Environmental resource management; Political science; Geography; Environmental planning; Environmental science; Business; Ecology; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001548381,0.0001388877,0.0002941721,0.00005849124,0.0001006425,0.00002875746,0.0001316676,0.00006752364,0.00005800462],"category_scores_gemma":[0.00000727142,0.0001568917,0.0000258294,0.0001299462,0.001056872,0.0005414392,0.0003896439,0.00008850485,0.000001803301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774199,"about_ca_system_score_gemma":0.000009168294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04938715,"about_ca_topic_score_gemma":0.5841953,"domain_scores_codex":[0.998737,0.0001115976,0.0002475199,0.0004400944,0.0002628215,0.0002009211],"domain_scores_gemma":[0.9993668,0.0000665793,0.0002480218,0.0001809089,0.000006856553,0.0001307944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006019706,0.0001700382,0.9861771,0.00002915199,0.000016896,0.0005273906,0.003658788,0.00001435729,0.002532628,0.00000120204,0.0000172779,0.006794954],"study_design_scores_gemma":[0.002412306,0.0004113204,0.9903563,0.0001580762,0.00003296016,0.0003095149,0.004581671,0.00001286815,0.0001193242,0.00002711537,0.001359562,0.0002189446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993408,0.00002943014,0.00002499871,0.00005073919,0.00002870802,0.0002701143,0.00005508602,0.00001308527,0.0001870757],"genre_scores_gemma":[0.9952787,0.0001390625,0.00004805061,0.00002073131,0.000006945074,9.06047e-7,0.000002335495,0.00001680445,0.004486471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5348082,"threshold_uncertainty_score":0.9569431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00831857656684678,"score_gpt":0.1827664024121106,"score_spread":0.1744478258452638,"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."}}