{"id":"W2890207531","doi":"10.5751/es-10382-230337","title":"Alternative environmentalities: recasting the assessment of Canada&amp;#8217;s first Marine Stewardship Council-certified fishery in social terms","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Stewardship (theology); Certification; Fishery; Marine fisheries; Business; Political science; Fish <Actinopterygii>; Politics; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.01044336,0.0007134135,0.0004504407,0.01185746,0.008428139,0.005823495,0.002374095,0.001375938,0.005814598],"category_scores_gemma":[0.02301028,0.000282505,0.00102986,0.01108789,0.0056769,0.003466977,0.007480304,0.002861572,0.0004001738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06858813,"about_ca_system_score_gemma":0.1235376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638218,"about_ca_topic_score_gemma":0.9933925,"domain_scores_codex":[0.9806564,0.001581455,0.0004889203,0.0002871915,0.0149962,0.001989787],"domain_scores_gemma":[0.9702982,0.00204681,0.001641497,0.0006099663,0.02182076,0.003582845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003209577,0.0001893873,0.2928334,0.001588691,0.0003467556,0.0005587448,0.03203909,0.006372095,0.0007769205,0.1470118,0.192274,0.3256882],"study_design_scores_gemma":[0.00001745335,0.0001884131,0.4314096,0.002812416,0.0001533955,0.0001524053,0.07820908,0.002938893,0.0009718639,0.0274786,0.4554414,0.0002264116],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3999344,0.02652594,0.01154138,0.1347882,0.001902362,0.0008190488,0.0161686,0.0001784757,0.4081415],"genre_scores_gemma":[0.9487701,0.008941539,0.01350771,0.004111641,0.0001987478,0.000224904,0.004297623,0.0001075341,0.01984021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06858813,"threshold_uncertainty_score":0.4976441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08603823512935203,"score_gpt":0.3457574870831771,"score_spread":0.259719251953825,"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."}}