{"id":"W4392651604","doi":"10.5194/egusphere-egu24-20492","title":"Methane Emissions from Wildfires: Trends and Anomalies","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Methane emissions; Methane; Greenhouse gas; Atmospheric sciences; Climatology; Geology; Chemistry; Oceanography","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":[0.0004147437,0.0002933751,0.0001602583,0.001705438,0.0001516326,0.0005548841,0.0002188528,0.0003005891,0.0007209462],"category_scores_gemma":[0.0006205562,0.0001103177,0.0002943105,0.002846031,0.0001252945,0.0006491872,0.0002676716,0.0003241934,0.0004196515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003720792,"about_ca_system_score_gemma":0.0002415691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218828,"about_ca_topic_score_gemma":0.01584071,"domain_scores_codex":[0.9998059,0.00001233862,0.00002083499,0.00004757737,0.00008075104,0.0000326129],"domain_scores_gemma":[0.9993197,0.0000638179,0.0002761107,0.00003045625,0.0002582193,0.00005168258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001805499,0.0000961605,0.9249422,0.0002664421,0.0001589153,0.000138058,0.0002599507,0.004142363,0.004888552,0.0006548705,0.006378623,0.05789319],"study_design_scores_gemma":[0.000004030473,0.00006118535,0.9816297,0.00003890546,0.00003787176,0.0001884886,0.0002018971,0.005845946,0.001796772,0.0002031427,0.009978819,0.00001325257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678404,0.004613241,0.001769754,0.000497807,0.0001005619,0.00001575976,0.01930556,0.0004737075,0.005383125],"genre_scores_gemma":[0.9833747,0.0019605,0.001234306,0.00005891518,0.0001096296,0.00001103233,0.01212969,0.00003605089,0.00108514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218828,"threshold_uncertainty_score":0.02423471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008810370120683881,"score_gpt":0.2269423898685511,"score_spread":0.2181320197478673,"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."}}