{"id":"W3204911187","doi":"10.1002/ecy.3552","title":"Megafires and thick smoke portend big problems for migratory birds","year":2021,"lang":"en","type":"article","venue":"Ecology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Western Ecological Research Center, U.S. Geological Survey; U.S. Geological Survey; California Department of Fish and Wildlife; National Oceanic and Atmospheric Administration; Department of Water Resources","keywords":"Ecology; Smoke; Geography; Biology; Zoology; Meteorology","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":[0.0009268979,0.0005857744,0.0003371184,0.0005118059,0.002446529,0.002673679,0.0006979819,0.001258531,0.01964397],"category_scores_gemma":[0.002108654,0.0002602164,0.0005904445,0.000647369,0.001153386,0.002515367,0.002201261,0.002260826,0.005172283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008422085,"about_ca_system_score_gemma":0.0009357535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689146,"about_ca_topic_score_gemma":0.06577802,"domain_scores_codex":[0.9994537,0.0001143327,0.00003328268,0.0001374955,0.0001452536,0.0001159867],"domain_scores_gemma":[0.9984694,0.0002147359,0.0003745236,0.0001064403,0.0002678758,0.0005668604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002398431,0.0001765544,0.1925355,0.001466468,0.0003139728,0.000875684,0.005609209,0.0005647582,0.002391545,0.006098792,0.2307273,0.5590004],"study_design_scores_gemma":[0.00002661634,0.0003130194,0.2609325,0.002473873,0.0001368416,0.00145909,0.03766176,0.0006120672,0.0006278429,0.01373408,0.6819186,0.0001037405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4592096,0.1109156,0.01609042,0.2200349,0.02160043,0.0002366595,0.01724993,0.001503781,0.1531586],"genre_scores_gemma":[0.8124414,0.06769105,0.01216991,0.04901172,0.005850369,0.0001843342,0.009265797,0.0005210791,0.04286435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01964397,"threshold_uncertainty_score":0.06571561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329057701349903,"score_gpt":0.2215498522443523,"score_spread":0.2082592752308533,"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."}}