{"id":"W2088076909","doi":"10.4172/2327-4417.1000119","title":"Out of the Woods: Mitigating Negative Impacts of Unused Forest Roads on Amphibians with Woody Debris","year":2014,"lang":"en","type":"article","venue":"Journal of Biodiversity Management & Forestry","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coarse woody debris; Logging; Debris; Habitat; Ecology; Fragmentation (computing); Environmental science; Geography; Biology","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":[0.0004116128,0.0002542706,0.0002638107,0.0002614195,0.00027174,0.0004200554,0.0005909762,0.0002201306,0.001448405],"category_scores_gemma":[0.0006207296,0.0001050113,0.00029315,0.000239355,0.0002630273,0.0003963543,0.0002787494,0.0003142719,0.0001252779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000598842,"about_ca_system_score_gemma":0.001092834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934467,"about_ca_topic_score_gemma":0.1005966,"domain_scores_codex":[0.9996601,0.0001212893,0.00001245233,0.00004057921,0.00007847034,0.00008716728],"domain_scores_gemma":[0.9994683,0.0001038987,0.0001998436,0.00003125069,0.00007569865,0.0001211409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0081872,0.01603249,0.4516015,0.001461644,0.0008027524,0.0006018734,0.001992098,0.03731135,0.1932596,0.001436166,0.002539575,0.2847737],"study_design_scores_gemma":[0.0001699188,0.02067286,0.9335805,0.00009000649,0.0003684242,0.0001405963,0.00197716,0.01474876,0.02291105,0.000395361,0.004911908,0.00003332436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984539,0.00007023197,0.0003086322,0.00003419688,0.00000707352,0.00004553841,0.000053719,0.00001155354,0.001015318],"genre_scores_gemma":[0.9974335,0.0001227924,0.001428037,0.0000445573,0.00000698039,0.00004991542,0.0001194393,0.000003723745,0.0007909064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934467,"threshold_uncertainty_score":0.03846419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008503225178714442,"score_gpt":0.1967202404463199,"score_spread":0.1882170152676055,"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."}}