{"id":"W1902370501","doi":"10.1002/jwmg.592","title":"Road kill hotspots do not effectively indicate mitigation locations when past road kill has depressed populations","year":2013,"lang":"en","type":"article","venue":"Journal of Wildlife Management","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Parks Canada","funders":"Parks Canada","keywords":"Wildlife; Habitat; Geography; Road traffic; Hotspot (geology); Traffic volume; Population; Habitat destruction; Ecology; Biology; Transport engineering; Demography; Engineering","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":[0.0006569856,0.0005367062,0.0005257349,0.00200703,0.0003926631,0.000933779,0.0005036156,0.000355278,0.003277185],"category_scores_gemma":[0.002567193,0.0002203411,0.000338915,0.001056283,0.0004676979,0.0008278835,0.0007306176,0.0003107417,0.0006601017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002329616,"about_ca_system_score_gemma":0.0001610404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189009,"about_ca_topic_score_gemma":0.0115509,"domain_scores_codex":[0.9993993,0.0001717142,0.00005735192,0.0001575091,0.0001101646,0.0001039491],"domain_scores_gemma":[0.9965501,0.0007695517,0.001799805,0.0002855254,0.0003836515,0.0002114539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002977791,0.00004857203,0.9712644,0.0001535643,0.0002184838,0.0001282837,0.0002752473,0.001924612,0.006712114,0.0002228413,0.0007291551,0.01802485],"study_design_scores_gemma":[0.000004052097,0.00009977907,0.9959039,0.00002102931,0.00006312138,0.0001919214,0.0003634255,0.00175142,0.0009616525,0.0001771683,0.0004503398,0.00001220249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938916,0.000273084,0.002346309,0.00002361973,0.0000161131,0.00002369247,0.0006136764,0.00007936244,0.002732491],"genre_scores_gemma":[0.9978786,0.00004466454,0.001447054,0.00001315281,0.000005752056,0.00001614149,0.0003639054,0.000009817834,0.0002210297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003277185,"threshold_uncertainty_score":0.01096326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902822598381875,"score_gpt":0.2390378024341909,"score_spread":0.2200095764503721,"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."}}