{"id":"W6892911238","doi":"10.5281/zenodo.13428737","title":"Timing and Weather Offer Alternative Mitigation Strategies for Lowering Bat Mortality at Wind Energy Facilities in Ontario","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human echolocation; Wind power; Nocturnal; Wind speed; Extreme weather; Energy expenditure; Threatened species; Insectivore","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":[0.0001776686,0.0001280669,0.000125575,0.0003501025,0.0006847575,0.0004323616,0.000412288,0.0001787368,0.003096208],"category_scores_gemma":[0.0006550093,0.00009337947,0.0001459266,0.0005176377,0.0002313862,0.0002409746,0.0002760373,0.0001001075,0.0001630178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004167861,"about_ca_system_score_gemma":0.004663378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8141276,"about_ca_topic_score_gemma":0.9732481,"domain_scores_codex":[0.9998708,0.00001366084,0.000005552307,0.00001828811,0.00003161696,0.00006012428],"domain_scores_gemma":[0.9995618,0.00004690703,0.0001368626,0.00001503751,0.0001522519,0.00008696567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002989787,0.00006466472,0.9021056,0.0002730237,0.00005827664,0.000259493,0.002241426,0.002682786,0.012357,0.0002363292,0.003558824,0.07586359],"study_design_scores_gemma":[0.000006652306,0.00005414591,0.9948621,0.00003092231,0.00002429232,0.00002223418,0.002050006,0.0005302635,0.0003558045,0.00004850619,0.00200742,0.000007545445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924164,0.0004962332,0.0006744544,0.0004290872,0.00001076984,0.00002634476,0.001040363,0.00003631782,0.004870061],"genre_scores_gemma":[0.996317,0.0004393672,0.0008478248,0.00004408136,0.000006561677,0.0000136383,0.0003971942,0.000006221436,0.001927975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1858724,"threshold_uncertainty_score":0.373934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06217930532994945,"score_gpt":0.2340359176538055,"score_spread":0.171856612323856,"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."}}