{"id":"W4412513285","doi":"10.5194/egusphere-2025-2755","title":"Long range transport of Canadian Wildfire smoke to Europe in Fall 2023: aerosol properties and spectral features of smoke particles","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Staatssekretariat für Bildung, Forschung und Innovation","keywords":"Smoke; Aerosol; Environmental science; Range (aeronautics); Atmospheric sciences; Meteorology; Geography; Materials science; Physics","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":[0.0001496586,0.0004733104,0.0002739376,0.0007881086,0.00164924,0.0009552126,0.000541329,0.0003593176,0.001115002],"category_scores_gemma":[0.0001950334,0.0001574813,0.0003215542,0.001266512,0.0002101228,0.0001954593,0.0002984304,0.0004015794,0.0001955391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007555538,"about_ca_system_score_gemma":0.005264272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775003,"about_ca_topic_score_gemma":0.9893469,"domain_scores_codex":[0.9998658,0.000002268211,0.000003226722,0.00002216373,0.00006697312,0.00003955305],"domain_scores_gemma":[0.9997596,0.000006270823,0.00001955481,0.000004630668,0.0001599056,0.00004996745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001836217,0.00007541256,0.9718339,0.0000562215,0.0001021103,0.0004463257,0.0003119468,0.00127687,0.01137154,0.00008281974,0.002361151,0.01189806],"study_design_scores_gemma":[0.00000299508,0.00001043624,0.9970696,0.000006367526,0.00001462523,0.00005407099,0.0002775404,0.0008060442,0.0008743464,0.000008966737,0.0008668491,0.000008208519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933302,0.0002795017,0.0001603555,0.00008601762,0.00001630564,0.00001854846,0.004136299,0.00002927107,0.001943421],"genre_scores_gemma":[0.9954135,0.0001128568,0.000252456,0.0000460427,0.000004795056,0.00000702383,0.003103527,0.000005710867,0.001054207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02249974,"threshold_uncertainty_score":0.05481958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052827429663519,"score_gpt":0.2113022794113736,"score_spread":0.1907740051147385,"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."}}