{"id":"W7098214909","doi":"","title":"RESEARCH ARTICLE Mitigating Reptile Road Mortality: Fence Failures Compromise Ecopassage Effectiveness","year":2016,"lang":"en","type":"article","venue":"","topic":"Aquatic and Environmental Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fencing; Wildlife; Wildlife conservation; Fence (mathematics); Turtle (robot); Compromise","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001454815,0.000427456,0.0004171414,0.0005601082,0.0008309603,0.0009251706,0.0008608691,0.0005908391,0.003843897],"category_scores_gemma":[0.0032981,0.0001154915,0.0002783031,0.0003844914,0.0006381743,0.001176221,0.0009632568,0.0003097446,0.0004273283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008484214,"about_ca_system_score_gemma":0.001160054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01540171,"about_ca_topic_score_gemma":0.04610093,"domain_scores_codex":[0.999061,0.0002699286,0.00004967596,0.0001158332,0.0002616241,0.0002418985],"domain_scores_gemma":[0.9981148,0.0003390482,0.0005388013,0.000165863,0.0005523935,0.0002891111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001428203,0.0009960934,0.6045544,0.001430276,0.0006772546,0.0006625829,0.002276242,0.0174374,0.07326737,0.001868921,0.003312425,0.2920889],"study_design_scores_gemma":[0.00003638175,0.003700109,0.9508075,0.0002470175,0.0002724632,0.0003929558,0.003857104,0.007200771,0.0166943,0.0008937588,0.01584819,0.0000496083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925513,0.0005957477,0.001697766,0.0001639799,0.00001399264,0.00003362645,0.00006428751,0.00003621135,0.004843168],"genre_scores_gemma":[0.9971757,0.0002382353,0.001350813,0.00008004938,0.000008931273,0.00002141116,0.00005866197,0.000007238742,0.001058898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540171,"threshold_uncertainty_score":0.03062415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05459114824161174,"score_gpt":0.2969206855185687,"score_spread":0.242329537276957,"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."}}