{"id":"W3144832097","doi":"10.1101/2021.04.02.438243","title":"Roads as ecological traps for giant anteaters","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Wildlife; Habitat; Home range; Geography; Ecology; Ecological trap; Range (aeronautics); Impervious surface; Movement (music); Traffic volume; Biology; Transport engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006946499,0.0003410095,0.0002857462,0.001199459,0.0006066586,0.0005181274,0.0004919809,0.0003104675,0.001975287],"category_scores_gemma":[0.001921584,0.0001982742,0.0002150437,0.0006271797,0.00043397,0.0004767151,0.0007482925,0.0002410436,0.0004278698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674127,"about_ca_system_score_gemma":0.0002315586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003169798,"about_ca_topic_score_gemma":0.02320919,"domain_scores_codex":[0.9995133,0.0002010682,0.00002498256,0.0001419703,0.00005195246,0.0000666972],"domain_scores_gemma":[0.9975064,0.0005984267,0.001314746,0.0001663198,0.0002374946,0.0001766778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003219729,0.0001202423,0.946685,0.0002630932,0.00007489978,0.0002625225,0.001564855,0.000440869,0.01242268,0.0003055242,0.000610652,0.03692765],"study_design_scores_gemma":[0.000007290296,0.0003105973,0.991323,0.0001011038,0.00005259747,0.0004725486,0.002181692,0.0009427419,0.001465325,0.0001632859,0.002961733,0.00001807828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996883,0.0002943883,0.0007850137,0.0000467169,0.00001150718,0.00003278886,0.000454408,0.00002758503,0.001464545],"genre_scores_gemma":[0.9973001,0.0001076381,0.001790264,0.00002157252,0.000005567061,0.00002942126,0.0002612381,0.000006031702,0.0004781694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003169798,"threshold_uncertainty_score":0.006608009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396594553707912,"score_gpt":0.2226970800855577,"score_spread":0.2087311345484786,"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."}}