{"id":"W2954271571","doi":"10.1093/condor/duz011","title":"Cumulative impacts of roads and energy infrastructure on grassland songbirds","year":2019,"lang":"en","type":"article","venue":"Ornithological Applications","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"Innovative Research Group Project of the National Natural Science Foundation of China; University of Manitoba","keywords":"Habitat; Sparrow; Abundance (ecology); Wildlife; Environmental science; Productivity; Geography; Threatened species; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0001724679,0.0002232841,0.0001570869,0.0006013855,0.0003694088,0.0006478581,0.0002915295,0.0001642119,0.001681858],"category_scores_gemma":[0.0007052012,0.0001244834,0.0002673548,0.0005384322,0.0003574728,0.0002309478,0.0005816444,0.0002210123,0.00009380269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732699,"about_ca_system_score_gemma":0.00110001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4565232,"about_ca_topic_score_gemma":0.759235,"domain_scores_codex":[0.9998131,0.00003166706,0.000008382571,0.00003761787,0.00003963022,0.00006955525],"domain_scores_gemma":[0.9993462,0.00009622419,0.0001907483,0.00003538577,0.0001612813,0.0001701339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004611588,0.00001817027,0.9935179,0.00001424217,0.0001045687,0.00007208933,0.00009023335,0.001317558,0.0009121587,0.00004337949,0.0001207598,0.003742782],"study_design_scores_gemma":[5.295429e-7,0.00001368929,0.999276,0.000002365113,0.00001435576,0.00001514372,0.0001785901,0.0003617657,0.00003681308,0.000009718034,0.00008977273,0.000001318113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992176,0.00007032868,0.00005954787,0.00001743292,0.000001543849,0.000002327153,0.0002311189,0.000004972155,0.00039507],"genre_scores_gemma":[0.9995394,0.00003916242,0.00006295052,0.000005397416,0.000001454217,0.000001749015,0.0001210721,8.417276e-7,0.0002280838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565232,"threshold_uncertainty_score":0.9077318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005733697624808512,"score_gpt":0.2301319434306395,"score_spread":0.224398245805831,"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."}}