{"id":"W4413822656","doi":"10.1109/pvsc59419.2025.11132730","title":"Quantifying the effects of the 2023 Canada wildfires on surface solar irradiance","year":2025,"lang":"en","type":"article","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irradiance; Solar irradiance; Environmental science; Remote sensing; Atmospheric sciences; Geography; Geology; Optics; 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":[0.0003297036,0.0004735335,0.0002516763,0.0008396863,0.000694539,0.001025358,0.0005249605,0.0002497242,0.001323312],"category_scores_gemma":[0.0008484385,0.000175758,0.0005302267,0.003028381,0.0002661072,0.0004287262,0.0004724463,0.0004298587,0.000210868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0104394,"about_ca_system_score_gemma":0.01284917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870319,"about_ca_topic_score_gemma":0.9932899,"domain_scores_codex":[0.9997377,0.00001438117,0.000007614974,0.00004638126,0.0001145604,0.00007934737],"domain_scores_gemma":[0.9994957,0.0000383976,0.00003643783,0.00002792014,0.0003431373,0.00005825632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002315826,0.00008198553,0.6903468,0.0002415169,0.0006832852,0.0002013213,0.0004115943,0.2240165,0.00467248,0.002484749,0.01299504,0.06363309],"study_design_scores_gemma":[0.0000215309,0.00002044907,0.8770198,0.00006709494,0.000132416,0.00005493547,0.0008131192,0.1029513,0.003210049,0.0008075174,0.01483214,0.00006964285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246274,0.0009208366,0.005647965,0.0006105211,0.00002873996,0.00005107659,0.05447168,0.0004416125,0.01320015],"genre_scores_gemma":[0.9767031,0.0003961192,0.004568107,0.00006928649,0.000005579473,0.00001529962,0.01694657,0.0000411978,0.001254833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01296812,"threshold_uncertainty_score":0.0757435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005362036859729856,"score_gpt":0.2022685669545661,"score_spread":0.1969065300948362,"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."}}