{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007620681,0.0002557176,0.0002555543,0.001010085,0.01094206,0.002572129,0.001341552,0.00132669,0.002797104],"category_scores_gemma":[0.002069875,0.0002982998,0.00015373,0.002298414,0.003597133,0.0009215284,0.002627336,0.001856136,0.0001555886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01883323,"about_ca_system_score_gemma":0.01685544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9221134,"about_ca_topic_score_gemma":0.9872103,"domain_scores_codex":[0.9988948,0.0002704598,0.00002693056,0.0000891756,0.0001527211,0.000565976],"domain_scores_gemma":[0.9978156,0.0003651953,0.0002029461,0.0001061869,0.0003720581,0.001137947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002139357,0.001037097,0.6081535,0.0001319962,0.0001213962,0.01666035,0.2709819,0.001401469,0.002333202,0.01015447,0.0161712,0.0726394],"study_design_scores_gemma":[0.00002417241,0.0001153116,0.4744913,0.0001290923,0.00002798754,0.0008088035,0.4963332,0.001053307,0.0002693438,0.0005786428,0.02612889,0.0000399776],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936594,0.0001361098,0.00008896118,0.0007394364,0.000005964156,0.00002880165,0.00005329759,0.000005090468,0.005282884],"genre_scores_gemma":[0.9942482,0.0002279427,0.0001882308,0.0004092882,0.000002954336,0.00002990702,0.00006834415,0.000005438636,0.004819674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07788658,"threshold_uncertainty_score":0.1566905,"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."}}