{"id":"W7111626088","doi":"","title":"Encountering the Great White Beast: Polar Bear Research as Ethical Space, Practice and Process of Engagement","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Conciliation; Performative utterance; Situated; Indigenous; Discipline; Arctic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0650586,0.0008318385,0.0008720405,0.002440497,0.04618501,0.0294056,0.003951855,0.006368155,0.003129009],"category_scores_gemma":[0.03775202,0.0008603796,0.0006446043,0.002532138,0.1859385,0.02044147,0.02818942,0.01060356,0.0005211532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02253339,"about_ca_system_score_gemma":0.03781765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1056919,"about_ca_topic_score_gemma":0.1257604,"domain_scores_codex":[0.9088616,0.07736736,0.0008386273,0.003605634,0.006051252,0.003275613],"domain_scores_gemma":[0.9526446,0.03314633,0.002324782,0.003872823,0.003015941,0.004995624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000067663,0.000009265615,0.0004310383,0.00003181372,0.000003768924,0.0001627853,0.9302827,0.00005180449,0.0001389336,0.0646404,0.0009839662,0.003256869],"study_design_scores_gemma":[0.0000055771,0.0000166709,0.0003794641,0.000265461,0.000005317567,0.0001585917,0.8752889,0.0001295734,0.0001738367,0.03352214,0.09003413,0.00002036931],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3796342,0.01274883,0.09089141,0.2267512,0.00239958,0.000507593,0.0000851043,0.0002041847,0.2867779],"genre_scores_gemma":[0.9773217,0.001687935,0.006878638,0.004810907,0.0001399823,0.0001777739,0.00002174261,0.0001222971,0.008839003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.953815,"threshold_uncertainty_score":0.3440669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288733959014495,"score_gpt":0.3573192573366077,"score_spread":0.3284458614351582,"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."}}