{"id":"W3182427056","doi":"10.1101/2021.07.06.450999","title":"Considerations for furbearer trapping regulations to prevent grizzly bear toe amputation and injury","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Forests; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Habitat Conservation Trust Foundation; Nature Conservancy of Canada; Yellowstone to Yukon Conservation Initiative; Liber Ero Foundation; Wildlife Conservation Society","keywords":"Grizzly Bears; Wildlife; Stewardship (theology); Adaptive management; Geography; Wildlife management; Fishery; Ecology; Environmental science; Environmental resource management; Biology; Ursus; Medicine; Political science; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009569093,0.0004462494,0.0004455226,0.001621262,0.003547186,0.002655692,0.003291907,0.00415948,0.01038355],"category_scores_gemma":[0.01966013,0.0002849278,0.0006326218,0.0004939417,0.00125568,0.001481048,0.001144451,0.002845556,0.001279915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002658291,"about_ca_system_score_gemma":0.01270814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08710165,"about_ca_topic_score_gemma":0.2034305,"domain_scores_codex":[0.9946094,0.001581723,0.0004114922,0.0003460421,0.001865827,0.001185481],"domain_scores_gemma":[0.9869536,0.003965919,0.001920122,0.000431343,0.003986107,0.00274291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004895345,0.001959412,0.256024,0.001520122,0.0002163957,0.004372779,0.005159838,0.006835348,0.01048144,0.009556963,0.2791222,0.4242619],"study_design_scores_gemma":[0.0001482023,0.002071162,0.5666724,0.008364058,0.0003126074,0.005658717,0.03067221,0.009115669,0.004221265,0.008227875,0.3640662,0.0004696425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3512965,0.02321787,0.03367075,0.3887371,0.005826298,0.002263452,0.001258763,0.002196175,0.1915331],"genre_scores_gemma":[0.8879597,0.006406175,0.03739617,0.04765203,0.001466085,0.001115994,0.0004382711,0.0001399514,0.01742562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08710165,"threshold_uncertainty_score":0.1731893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602628494064432,"score_gpt":0.2258231037226506,"score_spread":0.2097968187820063,"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."}}