{"id":"W2153032657","doi":"10.1139/z10-019","title":"Roads, logging, and the large-mammal community of an eastern Canadian boreal forest","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada; Ministry of Natural Resources and Forestry","funders":"","keywords":"Odocoileus; Deciduous; Ecology; Taiga; Canis; Mammal; Biology; Geography; Wildlife; Forestry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004522867,0.0002170919,0.0001686375,0.0009942198,0.001558972,0.0009225867,0.0004825433,0.0002300463,0.0009443711],"category_scores_gemma":[0.001102179,0.000216575,0.0001614426,0.001154355,0.0008996667,0.0003779388,0.0004306928,0.0002076379,0.0000879057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005816777,"about_ca_system_score_gemma":0.003985695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9683321,"about_ca_topic_score_gemma":0.9943347,"domain_scores_codex":[0.9997246,0.00003345446,0.00001265397,0.0000554755,0.00007416678,0.0000996988],"domain_scores_gemma":[0.998996,0.000121064,0.0002589674,0.0000347765,0.0003135015,0.0002757553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003568103,0.00002566467,0.9964389,0.00001108059,0.00002282878,0.00005210447,0.0006034727,0.0001254787,0.0004275165,0.00004976568,0.0001203124,0.002087235],"study_design_scores_gemma":[0.000001476638,0.000008043893,0.9990565,0.000003821408,0.000005607959,0.00002292255,0.0005892175,0.0001141561,0.00001353499,0.00000930948,0.0001726297,0.000002893113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993309,0.00009589787,0.00002139038,0.0000221981,9.541328e-7,0.000004705462,0.000156907,0.00000144086,0.0003655827],"genre_scores_gemma":[0.9994043,0.00008590731,0.0000825997,0.00001436484,0.000001391576,0.000003058054,0.0002004486,0.00000100712,0.0002068425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03166789,"threshold_uncertainty_score":0.06370872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008909434799318402,"score_gpt":0.2144537043238717,"score_spread":0.2055442695245533,"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."}}