{"id":"W634658598","doi":"","title":"Wildlife-Vehicle Mitigation on Northeastern Ontario Highways","year":2009,"lang":"en","type":"article","venue":"2009 ANNUAL CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION IN A CLIMATE OF CHANGE","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wildlife; Fencing; Collision; Geography; Environmental resource management; Environmental planning; Environmental science; Transport engineering; Business; Engineering; Computer science; Computer security; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002451416,0.0001520892,0.000259757,0.00008359522,0.00008031313,0.000008611709,0.0001124641,0.0001021419,0.0002724616],"category_scores_gemma":[0.00001973118,0.000143806,0.00007776558,0.0003044054,0.00005321992,0.0004989604,0.000001766591,0.0001362144,0.000001260586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656137,"about_ca_system_score_gemma":0.0001372215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2493366,"about_ca_topic_score_gemma":0.9511086,"domain_scores_codex":[0.9981232,0.000058733,0.0007555804,0.0002114889,0.0006564831,0.0001944716],"domain_scores_gemma":[0.9986981,0.00006753481,0.0008512694,0.0001374522,0.0001898198,0.00005578319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006282021,0.0003145502,0.9714469,0.00008823975,0.00003001381,0.000001675177,0.01397484,0.002731103,0.00300948,0.00363222,0.001651434,0.002491324],"study_design_scores_gemma":[0.0009693265,0.0001956981,0.9941276,0.0001838046,0.00003693661,1.089751e-7,0.0007903437,0.0002874106,0.002338578,0.0003186662,0.0006207317,0.0001308215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99445,0.000006455036,0.00003337346,0.003611826,0.0001465633,0.0003328483,0.0005529012,0.00001304379,0.0008529272],"genre_scores_gemma":[0.9989185,0.00004326589,0.00007118618,0.0005499931,0.00001401557,0.0000208761,0.000224653,0.000007101421,0.0001504256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7017721,"threshold_uncertainty_score":0.7556621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510232650699222,"score_gpt":0.2110913848399849,"score_spread":0.1959890583329927,"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."}}