{"id":"W7071953725","doi":"","title":"Using Minimally Invasive Sampling Methods to Evaluate Polar Bear (Ursus maritimus) Visitation in Response to Environmental and Anthropogenic Stimuli","year":2024,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs; ArcticNet; University of Alberta; Parks Canada","keywords":"Ursus maritimus; Polar; Sea ice; Climate change; Polar body; Bay","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007064837,0.0004546345,0.0002232256,0.000952606,0.0004023019,0.0005212521,0.0003553909,0.0002576048,0.000920468],"category_scores_gemma":[0.001174015,0.0002281744,0.0002708598,0.0004940472,0.0003536791,0.0003365188,0.0004870865,0.0002510939,0.0002932719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992414,"about_ca_system_score_gemma":0.0003755669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008163936,"about_ca_topic_score_gemma":0.03355744,"domain_scores_codex":[0.9994994,0.0001128051,0.00003728756,0.0001854961,0.0001224091,0.0000425899],"domain_scores_gemma":[0.999138,0.0001470018,0.0004216557,0.00007212831,0.0001437532,0.00007740157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001921974,0.000137686,0.9367974,0.00006908899,0.00009051712,0.00009510198,0.0004939565,0.0003850273,0.04165183,0.00009714617,0.000289369,0.01970075],"study_design_scores_gemma":[0.00001056891,0.0005396236,0.9926122,0.00001691184,0.00003964842,0.0001682135,0.0005945367,0.001154935,0.004088619,0.00005152486,0.0007116306,0.00001180263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844542,0.0002812594,0.01226367,0.00003772155,0.00003152234,0.0002546211,0.0007386811,0.00005746087,0.001880886],"genre_scores_gemma":[0.9583681,0.0005149751,0.03615607,0.0002382362,0.00005694856,0.0009486052,0.001296199,0.00001973133,0.002401266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008163936,"threshold_uncertainty_score":0.01623285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264958142632649,"score_gpt":0.2757003851763672,"score_spread":0.2492045709131024,"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."}}