{"id":"W2787913462","doi":"10.1139/cjz-2017-0327","title":"Where beavers (<i>Castor canadensis</i>) build: testing the influence of habitat quality, predation risk, and anthropogenic disturbance on colony occurrence","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"BC Oil and Gas Research and Innovation Society","keywords":"Beaver; Castor canadensis; Ecology; Predation; Biology; Habitat; Deciduous; Species richness; Taiga; Disturbance (geology); Abundance (ecology); Swamp; Wildlife","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.000472977,0.000346549,0.0001711555,0.0006146831,0.0006616104,0.0006012457,0.0005694187,0.0001823616,0.0007778992],"category_scores_gemma":[0.001913082,0.000174139,0.000183803,0.0004889262,0.0004805688,0.0002589241,0.0003790454,0.0003556318,0.0001349382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340103,"about_ca_system_score_gemma":0.001167399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.485571,"about_ca_topic_score_gemma":0.8018121,"domain_scores_codex":[0.9996473,0.00008641172,0.00001406923,0.00009767622,0.00006362583,0.00009098245],"domain_scores_gemma":[0.9981564,0.0003486405,0.0007137246,0.0001052953,0.0002323225,0.0004437622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007208929,0.00007700087,0.9956486,0.000008377569,0.00004090956,0.00005644743,0.0003168829,0.00008684448,0.0007800534,0.00003388618,0.00009295219,0.002786059],"study_design_scores_gemma":[0.000001022648,0.0000376101,0.9990127,0.000003868593,0.00001233761,0.00002990747,0.0004256516,0.0002721794,0.0001056378,0.000009553116,0.0000872763,0.000002306421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996183,0.00002000598,0.00003348129,0.000008729852,8.875529e-7,0.000003485527,0.00008260471,0.00000147877,0.0002311176],"genre_scores_gemma":[0.9995053,0.00002396957,0.0001546169,0.000007874547,0.000001043547,0.000004008251,0.0001399545,0.000001292996,0.0001619494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514429,"threshold_uncertainty_score":0.9654893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881333904787498,"score_gpt":0.2380344209977042,"score_spread":0.2192210819498292,"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."}}