{"id":"W2499184163","doi":"10.1111/cag.12284","title":"Polar bear management in a digital Arctic: Inuit perspectives across the web","year":2016,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; The Internet; Arctic; Politics; The arctic; Key (lock); Political science; Geography; Environmental resource management; World Wide Web; Oceanography; Ecology; Computer science; Environmental science; Geology; Biology","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":[0.003455076,0.0002423763,0.0002976882,0.001491852,0.01951364,0.01849549,0.001160601,0.002479382,0.01034571],"category_scores_gemma":[0.005127814,0.0002433609,0.0002394016,0.002536671,0.00827159,0.01069288,0.006344267,0.003701117,0.0005951991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007927224,"about_ca_system_score_gemma":0.009362008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3174824,"about_ca_topic_score_gemma":0.4054658,"domain_scores_codex":[0.9974695,0.001244056,0.00006405648,0.0001602025,0.0004082395,0.0006539652],"domain_scores_gemma":[0.9959974,0.001955999,0.000336117,0.0001001395,0.0005974861,0.001012817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003093432,0.00004256877,0.008213033,0.0001480845,0.00001270626,0.00196938,0.9349359,0.00006376232,0.0002741401,0.02921323,0.01157525,0.01352106],"study_design_scores_gemma":[0.00000107421,0.00000754149,0.001717018,0.000155954,0.000006608167,0.0001756789,0.9361094,0.00006227155,0.0000626719,0.00141672,0.06027741,0.00000773701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5795503,0.006754648,0.001577841,0.1342926,0.0008281064,0.00004197113,0.0002516963,0.0000537912,0.276649],"genre_scores_gemma":[0.9770166,0.003945832,0.0003771596,0.00574009,0.0001450729,0.00001782953,0.00006851785,0.00004981923,0.01263896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6825176,"threshold_uncertainty_score":0.6312689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01108795269106416,"score_gpt":0.2652900589692684,"score_spread":0.2542021062782042,"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."}}