{"id":"W4247132564","doi":"10.4095/300875","title":"Threats to Ecosystems - Road Density","year":2010,"lang":"en","type":"report","venue":"","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Environmental science; Ecology; 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":[0.0004108096,0.0004029456,0.0001766265,0.001860401,0.0006807509,0.001138049,0.0005514425,0.0004860369,0.01806752],"category_scores_gemma":[0.0018895,0.000161572,0.0002755257,0.002581475,0.0002813889,0.001341086,0.00154982,0.0005125983,0.002103237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001647072,"about_ca_system_score_gemma":0.002262796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08985091,"about_ca_topic_score_gemma":0.173115,"domain_scores_codex":[0.9991837,0.0001162856,0.00003927121,0.00004982544,0.0004170967,0.0001936772],"domain_scores_gemma":[0.9986442,0.0001455359,0.0002146875,0.00006492874,0.0007281497,0.0002026553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001426388,0.0002859889,0.5221022,0.0009793808,0.0001031128,0.001008387,0.001398618,0.007153375,0.001010316,0.02342253,0.1484779,0.2939157],"study_design_scores_gemma":[0.00001605505,0.000202718,0.5679279,0.0004262921,0.00006934084,0.002645807,0.004321352,0.00263341,0.001423691,0.006545783,0.4137409,0.00004679967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2315487,0.01000463,0.002285582,0.009038307,0.0005389595,0.0003194262,0.02690481,0.0003423444,0.7190172],"genre_scores_gemma":[0.8510803,0.02052419,0.002478616,0.001287996,0.0003428663,0.0002533399,0.0151833,0.00007936949,0.1087701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08985091,"threshold_uncertainty_score":0.1786558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125198900215432,"score_gpt":0.2893358449886874,"score_spread":0.2580838559865331,"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."}}