{"id":"W2152021886","doi":"10.2981/wlb.00037","title":"Application of a species distribution model to identify and manage bear den habitat in central British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"Wildlife Biology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"Ministry of Environment","keywords":"Habitat; Hibernation (computing); Cave; Geography; Ursus; Ecology; Loam; Natural (archaeology); Taiga; Environmental science; Forestry; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001502386,0.00005019665,0.0001208577,0.000007673843,0.00005964549,0.0000134651,0.0001061768,0.00007798261,0.0000364845],"category_scores_gemma":[0.00007567809,0.00007549775,0.00001172954,0.0001100853,0.0001308432,0.00005981996,0.00008570588,0.00005367583,0.000007028253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549101,"about_ca_system_score_gemma":0.00002183148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6452237,"about_ca_topic_score_gemma":0.9879234,"domain_scores_codex":[0.9992855,0.00005831679,0.0001760552,0.0002233789,0.0000592749,0.0001974804],"domain_scores_gemma":[0.999728,0.00003987878,0.00005722399,0.0001072992,0.000006674582,0.00006092037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005149408,0.00001322512,0.9896863,0.000003902316,0.000002727654,5.926015e-7,0.0000271418,0.0004326125,0.0004723773,0.0002669343,0.007185784,0.001903276],"study_design_scores_gemma":[0.0001548958,0.00002832875,0.9856727,0.000004529949,0.000004611461,0.000002709022,0.00001863953,0.005610668,0.000006859029,0.00133292,0.007088021,0.00007512631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884044,0.000008487978,0.009861182,0.001197598,0.00005493201,0.000190814,0.00005015744,0.000007832277,0.0002246323],"genre_scores_gemma":[0.9980017,0.000006451916,0.0003049757,0.001353232,0.00001836022,0.00002854218,0.0000824964,0.000003574679,0.0002006751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3426997,"threshold_uncertainty_score":0.3571388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0062477275456655,"score_gpt":0.2048346553163296,"score_spread":0.1985869277706641,"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."}}