{"id":"W4200270578","doi":"10.3390/ani11123503","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":"Animals","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Eptesicus fuscus; Human echolocation; Nocturnal; Wind power; Environmental science; Wind speed; Geography; Extreme weather; Ecology; Meteorology; Biology; Climate change","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009236168,0.00007851711,0.0001372861,0.000004374268,0.0001511978,0.0000201626,0.00003639182,0.00007513459,0.0002955417],"category_scores_gemma":[0.00001940046,0.00003563481,0.00003073783,0.00003050795,0.0000851221,0.00008532941,0.00006310545,0.00004302484,0.000001879911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000366807,"about_ca_system_score_gemma":0.00001054904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01598626,"about_ca_topic_score_gemma":0.7919176,"domain_scores_codex":[0.9994755,0.0000289697,0.0001095133,0.0001999192,0.0000308932,0.0001551848],"domain_scores_gemma":[0.9997404,0.0001617651,0.00003002053,0.00001892155,0.00003133301,0.00001761771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005859361,0.00003431916,0.8468816,0.000009745383,0.00008168256,0.00001277741,0.001920073,0.000008188586,0.1459636,0.003068956,0.0001631881,0.001797235],"study_design_scores_gemma":[0.0001083044,0.0001119673,0.9759486,0.000009397904,0.000007342182,0.000003310661,0.002625837,0.00001045776,0.009806966,0.005408259,0.00586509,0.0000944898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977815,0.0003342872,0.000002768698,0.0004345724,0.00006072624,0.000053267,0.00002331196,0.000009344318,0.001300233],"genre_scores_gemma":[0.9978345,0.00004857335,0.00002237693,0.0001611811,0.00003782322,0.00001618985,0.00002411688,3.767413e-7,0.001854869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7759313,"threshold_uncertainty_score":0.9905664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837703167355343,"score_gpt":0.2511101059608891,"score_spread":0.1927330742873357,"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."}}