{"id":"W7111287983","doi":"10.1021/acsestair.5c00035.s001","title":"Effects of FirePlume Height on the Geophysical Estimationof Surface Fine Particulate Matter from Satellite Aerosol OpticalDepth during North American Wildfires","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plume; Satellite; Particulates; Aerosol; Data assimilation; Visibility; Optical depth; Panache","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":[0.001051466,0.0005718689,0.0002127729,0.0002627464,0.0004007698,0.0006784038,0.0005248844,0.0005123026,0.0005435901],"category_scores_gemma":[0.002599115,0.0002808494,0.0005563197,0.0003843357,0.0003755913,0.000652619,0.0003675874,0.0004559491,0.0001148818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008996479,"about_ca_system_score_gemma":0.0008859851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1395936,"about_ca_topic_score_gemma":0.12735,"domain_scores_codex":[0.9996893,0.00007371821,0.00002253185,0.0001006435,0.00006396454,0.00004986079],"domain_scores_gemma":[0.9989079,0.0005191498,0.0001275969,0.0001540465,0.0002301943,0.00006100449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009204545,0.0002640148,0.69214,0.00007401672,0.0003734382,0.0002392237,0.000168081,0.2552306,0.01706797,0.0004045757,0.0007916552,0.03232602],"study_design_scores_gemma":[0.00007408814,0.0001425478,0.6153581,0.00003524031,0.0001267939,0.00007033884,0.0002185648,0.3710089,0.01176067,0.0001970088,0.0009567765,0.0000509817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997934,0.0001047231,0.0007544982,0.00007557451,0.00001630658,0.000006450913,0.0003747248,0.00008729588,0.0006464302],"genre_scores_gemma":[0.9985726,0.00005160884,0.000766132,0.00002993515,0.000004619959,0.000003674627,0.0004566005,0.00001460761,0.0001001043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8604065,"threshold_uncertainty_score":0.277562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00612435346867015,"score_gpt":0.2061723647905651,"score_spread":0.2000480113218949,"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."}}