{"id":"W4401947121","doi":"10.1038/s41586-024-07878-z","title":"Carbon emissions from the 2023 Canadian wildfires","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":188,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Jet Propulsion Laboratory; Nuclear Safety and Security Commission; European Commission; National Aeronautics and Space Administration; California Institute of Technology; Ames Research Center","keywords":"Environmental science; Greenhouse gas; Carbon fibers; Environmental chemistry; Natural resource economics; Environmental protection; Chemistry; Ecology; Biology; Materials science; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005066699,0.0000950344,0.00005053057,0.000002390264,0.0001270988,0.00003637592,0.0002343777,0.0004050111,0.002409351],"category_scores_gemma":[0.00001326024,0.00005947776,0.00003857683,0.0001662678,0.0001011182,0.00005040097,0.00008383668,0.001049163,0.0003201111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002839153,"about_ca_system_score_gemma":0.00002041883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2868012,"about_ca_topic_score_gemma":0.09877197,"domain_scores_codex":[0.9993241,0.00001544962,0.00006051259,0.0002159482,0.0001834622,0.0002005452],"domain_scores_gemma":[0.9996054,0.00004489609,0.000008189202,0.0001992726,4.504667e-7,0.0001417806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001061954,0.00003878212,0.5302809,0.000006500447,0.00009289895,0.0003134347,0.002130498,0.01922354,0.002823072,0.0005549188,0.3640243,0.08050049],"study_design_scores_gemma":[0.00003698504,0.00000810752,0.3503174,0.00002006024,0.00001906143,0.000004892473,0.0001908146,0.01626531,0.00002400479,0.0007615199,0.6322132,0.0001386734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475194,0.002548367,0.00001450603,0.007902896,0.0006201577,0.00009628184,0.00002627275,0.00005055268,0.04122162],"genre_scores_gemma":[0.9912838,0.00008962755,0.0005226351,0.002364065,0.0001215522,0.000005044871,0.00001106524,0.00001463483,0.005587597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2681889,"threshold_uncertainty_score":0.9985026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002808453515497785,"score_gpt":0.1927890578138842,"score_spread":0.1899806042983865,"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."}}