{"id":"W2151013094","doi":"10.14430/arctic100","title":"A Life Vest for Hudson Bay's Drifting Stewardship","year":2009,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Bay; Bioregion; Environmental resource management; Arctic; Marine life; Geography; Environmental planning; Oceanography; Biodiversity; Politics; Environmental science; Ecology; Political science; Archaeology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00344687,0.000213454,0.0002194088,0.0004260665,0.01192944,0.006600966,0.0008708465,0.001569476,0.008289583],"category_scores_gemma":[0.004646351,0.0001992072,0.0001896329,0.0003185257,0.01393455,0.0029761,0.00753234,0.002771826,0.0005366126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008629937,"about_ca_system_score_gemma":0.02392044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1311935,"about_ca_topic_score_gemma":0.3485996,"domain_scores_codex":[0.9975133,0.001010996,0.00007090974,0.0002248115,0.0004165062,0.0007635274],"domain_scores_gemma":[0.9930292,0.0008744028,0.000400061,0.0003670739,0.0008632519,0.004465981],"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":[0.00008810762,0.0001145799,0.05611924,0.0001647561,0.00003227791,0.002075264,0.2415836,0.0001720622,0.002996099,0.4427074,0.1135127,0.140434],"study_design_scores_gemma":[0.00001851776,0.0001179702,0.028149,0.0003960932,0.00002317623,0.000704887,0.1719122,0.0002770512,0.0006598363,0.02603637,0.7716554,0.00004949088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3018493,0.005437846,0.007540215,0.3909657,0.002208213,0.00007040166,0.00007797824,0.0001200578,0.2917303],"genre_scores_gemma":[0.9343996,0.0007248059,0.001782187,0.01152484,0.0001385464,0.00002146785,0.0000197255,0.00001778614,0.05137103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8688065,"threshold_uncertainty_score":0.2608597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06090194162970544,"score_gpt":0.3954615805640785,"score_spread":0.3345596389343731,"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."}}