{"id":"W2982665442","doi":"10.1139/juvs-2019-0014","title":"Unmanned aircraft systems enable three-dimensional viewshed-based assessment of potential disturbance to nesting raptors by recreational rock climbing","year":2019,"lang":"en","type":"article","venue":"Journal of Unmanned Vehicle Systems","topic":"Wildlife-Road Interactions and Conservation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climbing; Viewshed analysis; Recreation; Wildlife; Nesting (process); Geography; Resource (disambiguation); Disturbance (geology); Environmental resource management; Ecology; Environmental science; Computer science; Archaeology; Engineering; Cartography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001730582,0.0002910094,0.0001503483,0.000876377,0.0002376552,0.0005873697,0.0002115364,0.0001919127,0.002209818],"category_scores_gemma":[0.0003589202,0.0002079735,0.0002669738,0.0004632439,0.0001778563,0.0005694971,0.0005928579,0.0001908519,0.0004361302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642568,"about_ca_system_score_gemma":0.0003089484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009724278,"about_ca_topic_score_gemma":0.0510081,"domain_scores_codex":[0.9997904,0.0000400734,0.000008745322,0.00003586987,0.0001057533,0.00001932051],"domain_scores_gemma":[0.9997117,0.00004791506,0.00007154475,0.00005693224,0.00007983526,0.00003213893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003112462,0.0002411657,0.4298889,0.0003988074,0.0001678046,0.0006277168,0.002249851,0.05486576,0.1175102,0.00165072,0.007462138,0.3846257],"study_design_scores_gemma":[0.00002582511,0.000521376,0.7670397,0.0001356876,0.0001065631,0.0004430994,0.003591326,0.178678,0.02595786,0.001022197,0.02238187,0.00009657039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277397,0.0002606122,0.05468661,0.00009561235,0.00003152847,0.0001636497,0.003765666,0.0007475616,0.01250895],"genre_scores_gemma":[0.9320219,0.000192983,0.064707,0.00002628046,0.000006307676,0.00006043108,0.001385436,0.00004635236,0.00155326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009724278,"threshold_uncertainty_score":0.01933539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008674697373035821,"score_gpt":0.2387056525621415,"score_spread":0.2300309551891057,"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."}}