{"id":"W3177670557","doi":"10.1111/csp2.491","title":"Retrofit ecopassages effectively reduce freshwater turtle road mortality in the Lake Simcoe Watershed","year":2021,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lake Simcoe Region Conservation Authority","funders":"McLean Foundation","keywords":"Fencing; Wildlife; Turtle (robot); Habitat; Watershed; Environmental science; Fence (mathematics); Geography; Fishery; Ecology; Biology; Engineering; Computer science","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":[0.0003306665,0.0004679006,0.0002681127,0.0004078337,0.0003875129,0.0003786744,0.0005564515,0.0002586411,0.00248827],"category_scores_gemma":[0.0006594773,0.00009502348,0.0002439375,0.0002433676,0.0003865867,0.0004283754,0.0005370314,0.0002557254,0.0001736249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007194374,"about_ca_system_score_gemma":0.0006545216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01139659,"about_ca_topic_score_gemma":0.052126,"domain_scores_codex":[0.9997494,0.00006566308,0.00001264331,0.00005696214,0.00006791221,0.00004745316],"domain_scores_gemma":[0.9996706,0.00003842285,0.0000813965,0.00002861832,0.0001000305,0.00008102629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005713319,0.007929605,0.4262835,0.0009188012,0.000569475,0.0008324439,0.001552485,0.02241244,0.2578021,0.000869359,0.003450151,0.2716663],"study_design_scores_gemma":[0.0001911875,0.01657222,0.931925,0.00006796716,0.0002160785,0.0001122149,0.001966939,0.0149242,0.02766234,0.0002752471,0.006045413,0.00004130256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987168,0.00002302948,0.0005285715,0.00001637759,0.000003013155,0.00003712358,0.00004507329,0.00003408721,0.0005959849],"genre_scores_gemma":[0.9978088,0.00003384086,0.001147056,0.0000242005,0.000001969586,0.00007135839,0.00009359127,0.000005846392,0.0008133902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9886034,"threshold_uncertainty_score":0.02266049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04027362917802953,"score_gpt":0.3209733218822983,"score_spread":0.2806996927042688,"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."}}