{"id":"W2974732215","doi":"10.22621/cfn.v133i1.2076","title":"Desiccation of herpetofauna on roadway exclusion fencing","year":2019,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Fencing; Fence (mathematics); Wildlife; Desiccation; Ecology; Environmental science; Geography; Cannibalism; Predation; Biology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.000175903,0.0001993891,0.0002362018,0.0004263968,0.001811826,0.0004385377,0.0002768167,0.0002145029,0.001104434],"category_scores_gemma":[0.0004958319,0.0001272893,0.000171443,0.0003233955,0.0009508015,0.0001955324,0.000533833,0.0002357087,0.0001337776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473363,"about_ca_system_score_gemma":0.0007722934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2330938,"about_ca_topic_score_gemma":0.7071954,"domain_scores_codex":[0.9997582,0.0000232347,0.000008024594,0.00003840086,0.00007792431,0.00009426673],"domain_scores_gemma":[0.999631,0.00002548569,0.0001779903,0.0000195159,0.00009080431,0.00005513682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001774102,0.00002079893,0.9675081,0.00003888153,0.00003855909,0.0006225146,0.003165787,0.0001585696,0.02239113,0.00004380018,0.0001877655,0.00564663],"study_design_scores_gemma":[4.767119e-7,0.00002610567,0.9985107,0.00000350087,0.000004605196,0.0001121761,0.0006527852,0.00002812528,0.0003427223,0.000007611448,0.0003096699,0.000001472041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992654,0.00003996414,0.00002580087,0.000008333195,8.402026e-7,0.000002660141,0.00003412858,0.000001329392,0.0006215384],"genre_scores_gemma":[0.9995653,0.00004566925,0.00005798959,0.000007427205,9.261681e-7,0.000002133117,0.00004924893,8.712942e-7,0.0002703303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7669063,"threshold_uncertainty_score":0.463474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110602257150692,"score_gpt":0.219879268328959,"score_spread":0.2088190426138898,"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."}}