{"id":"W2088241805","doi":"10.1371/journal.pone.0120537","title":"Mitigating Reptile Road Mortality: Fence Failures Compromise Ecopassage Effectiveness","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Natural Resources","keywords":"Fencing; Wildlife; Turtle (robot); Population; Geography; Overtaking; Fishery; Ecology; Environmental science; Biology; Engineering; Transport engineering; Computer science; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003570903,0.0001085439,0.0001526575,0.0000195356,0.000112695,0.0000561951,0.000151818,0.00004290965,0.0006205809],"category_scores_gemma":[0.0001879218,0.0001071956,0.000034501,0.0001537156,0.00008623912,0.0004321162,0.0001095031,0.0001230323,0.000722061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680401,"about_ca_system_score_gemma":0.00001334145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260397,"about_ca_topic_score_gemma":0.0002573971,"domain_scores_codex":[0.998858,0.0001211336,0.0001788799,0.0002813156,0.0003821646,0.000178531],"domain_scores_gemma":[0.9994137,0.00006326288,0.00009253304,0.0002866062,0.00002444705,0.0001194241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003520941,0.0009190047,0.8573639,0.00004249938,0.00008314534,0.00001184871,0.0003421195,0.0005408782,0.1370455,0.00004387962,0.001570444,0.002001535],"study_design_scores_gemma":[0.0005982342,0.0001612982,0.9139762,0.0002668074,0.00008521142,0.000004722999,0.0002789241,0.02028138,0.06274304,0.0005975726,0.0006915067,0.0003150862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903762,0.00001357659,0.0001202249,0.0002910471,0.00005338834,0.0002687539,0.000005790771,0.000078784,0.008792236],"genre_scores_gemma":[0.9969679,0.000002337302,0.002147231,0.0001930287,0.00005356061,0.00008984646,0.00001236093,0.00001211969,0.0005216582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07430249,"threshold_uncertainty_score":0.9280874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07710672847630061,"score_gpt":0.2592189450030192,"score_spread":0.1821122165267186,"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."}}