{"id":"W4404708555","doi":"10.14321/aehm.027.02.64","title":"Indigenous ways of being and the Ecosystem Approach","year":2024,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Utilities Commission (Canada); University of British Columbia; University of Windsor","funders":"","keywords":"Indigenous; Ecosystem; Geography; Ecology; Environmental resource management; Agroforestry; Environmental science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006856766,0.000250402,0.0008432116,0.0002179376,0.003376797,0.00002593365,0.000292785,0.0001423803,0.0000392531],"category_scores_gemma":[0.00003349892,0.0001619412,0.0001055844,0.0003511379,0.0000461878,0.00006234324,0.0004092577,0.0005131208,0.0002981625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007013178,"about_ca_system_score_gemma":0.0003164156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285651,"about_ca_topic_score_gemma":0.01051405,"domain_scores_codex":[0.9952663,0.001074882,0.001482495,0.0004722465,0.0003314723,0.001372641],"domain_scores_gemma":[0.9979242,0.0009313402,0.0004460979,0.000527679,0.00006122916,0.0001094573],"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":[0.00009555244,0.0001195023,0.003209244,0.09758035,0.001319374,0.00005370009,0.4118419,0.0000635809,4.712797e-7,0.4473063,0.02307466,0.01533534],"study_design_scores_gemma":[0.007224796,0.0009044076,0.002664339,0.00625133,0.0007687858,0.00008322588,0.4483767,0.05717558,0.00000172728,0.01624429,0.459303,0.00100184],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5084341,0.03367897,0.02992048,0.1136731,0.009415184,0.05853402,0.0001602841,0.001131657,0.2450523],"genre_scores_gemma":[0.9899642,0.001271625,0.0006044458,0.005475722,0.0003060779,0.001605542,0.00001557178,0.00004826094,0.000708589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4815301,"threshold_uncertainty_score":0.9979207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04329146707661792,"score_gpt":0.3305966824230404,"score_spread":0.2873052153464225,"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."}}