{"id":"W635628323","doi":"10.5751/es-03022-140223","title":"Behavioral Responses of Northern Leopard Frogs (Rana pipiens) to Roads and Traffic: Implications for Population Persistence","year":2009,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Leopard frog; Leopard; Persistence (discontinuity); Ecology; Population; Population decline; Rana; Geography; Biology; Amphibian; Habitat; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003525239,0.0001881553,0.000159517,0.0003092495,0.0002647523,0.0003001916,0.0001404792,0.000360141,0.002172254],"category_scores_gemma":[0.0009572378,0.0001694392,0.0002131087,0.0001371099,0.0003635442,0.000281948,0.0002526035,0.0003931464,0.0002860918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259071,"about_ca_system_score_gemma":0.0001552079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984951,"about_ca_topic_score_gemma":0.01053448,"domain_scores_codex":[0.999903,0.00003110478,0.000006099737,0.0000237194,0.00001571129,0.0000204066],"domain_scores_gemma":[0.9993349,0.00009108526,0.0002997751,0.00004355249,0.00006661487,0.0001640863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005970949,0.0005634891,0.9585992,0.00004664017,0.0001212429,0.0001234842,0.0005957648,0.0003622968,0.02661202,0.0000527693,0.0003864436,0.01193964],"study_design_scores_gemma":[0.000004019541,0.0001640684,0.9991558,0.000002765302,0.00001230838,0.00006348258,0.0002264974,0.0001201097,0.0001668441,0.00002012836,0.00006082204,0.000003055678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996178,0.00004682107,0.00002176668,0.00002828142,0.000001748147,0.000002185934,0.00003464778,0.000001868114,0.00024487],"genre_scores_gemma":[0.9991855,0.00008518931,0.00008428849,0.00004763336,0.000005824243,0.00001101086,0.000124662,0.000001538261,0.0004544407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003984951,"threshold_uncertainty_score":0.007923543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244678673841754,"score_gpt":0.2846254729283567,"score_spread":0.2601576055441813,"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."}}