{"id":"W3161207048","doi":"","title":"Troubled Waters: Maori Values and Ethics for Freshwater Management and New Zealand’s Fresh Water Crisis","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Environmental law and policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Aotearoa; Stewardship (theology); Treaty of Waitangi; Indigenous; Traditional knowledge; CONTEST; Geography; Environmental ethics; Freshwater fish; Political science; Fishery; Treaty; Ecology; Law; Politics; Fish <Actinopterygii>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002780875,0.0002021458,0.0002261261,0.0005408718,0.01000059,0.004222016,0.0006682401,0.00218964,0.00264994],"category_scores_gemma":[0.00374124,0.0002652523,0.0001784383,0.0007310532,0.01785518,0.003548218,0.004037826,0.003225803,0.0001337643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01339245,"about_ca_system_score_gemma":0.01526045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3961972,"about_ca_topic_score_gemma":0.5269915,"domain_scores_codex":[0.9980902,0.0008124333,0.00008232707,0.0001031835,0.0004206948,0.0004911558],"domain_scores_gemma":[0.9980658,0.0005184233,0.0003861161,0.00009025211,0.0002934664,0.0006460009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006826733,0.00005334137,0.0216114,0.0002677078,0.00002703874,0.00289422,0.7754422,0.0001503945,0.002353329,0.1002818,0.0289285,0.06792194],"study_design_scores_gemma":[0.00002936212,0.0001173173,0.08517502,0.0007964986,0.00002378436,0.001543376,0.5878462,0.0004802431,0.0003638688,0.0295021,0.2939883,0.0001338572],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6822964,0.01486935,0.0007683933,0.2119774,0.0004384779,0.0000659932,0.00004904881,0.00001679941,0.08951805],"genre_scores_gemma":[0.9795768,0.005490561,0.0006457125,0.005664383,0.00008174294,0.00002989535,0.00001109643,0.000009264045,0.008490459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3961972,"threshold_uncertainty_score":0.7877821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337237210619056,"score_gpt":0.3030337606370337,"score_spread":0.2696613885308432,"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."}}