{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003303665,0.0001084231,0.0001860264,0.00002264527,0.0001062303,0.00001887985,0.0001008839,0.0001277759,0.000511803],"category_scores_gemma":[0.000135125,0.0001012979,0.00003897997,0.0001045521,0.000126286,0.00006497743,0.0001311418,0.00008456716,0.0001361143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007819743,"about_ca_system_score_gemma":0.00002945223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000409398,"about_ca_topic_score_gemma":0.01378922,"domain_scores_codex":[0.9990063,0.0000895876,0.0001704197,0.0003527996,0.00009092197,0.0002899224],"domain_scores_gemma":[0.9994321,0.0002107031,0.00006437976,0.0001999606,0.000009788083,0.00008301667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001461455,0.0001578496,0.9178653,0.0001274119,0.00005122719,0.00008558466,0.0004203169,0.00005309481,0.03344791,0.0003333515,0.0237885,0.02365482],"study_design_scores_gemma":[0.0006899462,0.0003004516,0.807793,0.00001231662,0.00002484695,0.0001152105,0.00006985304,0.001638186,0.005848848,0.001214055,0.1820509,0.0002424548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949412,0.0003201175,0.00003069437,0.0008633417,0.0007026297,0.0003607532,0.0000124285,0.00005016282,0.002718609],"genre_scores_gemma":[0.9972903,0.00002798355,0.0003746998,0.0005933797,0.00007687337,0.0001297312,0.0000080215,0.00001906928,0.001479901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1582624,"threshold_uncertainty_score":0.7694707,"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."}}