{"id":"W4413348600","doi":"10.1139/cjfr-2024-0329","title":"Extreme Colorado 2020 fires: remotely sensed burn severity influenced by treatments, forest types, and days of burning","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service","keywords":"Forestry; Environmental science; Prescribed burn; Geography; Physical geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008075386,0.0002183449,0.0002310936,0.0004198046,0.0006240722,0.0005557299,0.000276175,0.0002718364,0.001142645],"category_scores_gemma":[0.0011921,0.0001350784,0.0002716934,0.0004204682,0.0002183103,0.0002655742,0.0003677918,0.0004334482,0.0001241702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008396487,"about_ca_system_score_gemma":0.0004240321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0990038,"about_ca_topic_score_gemma":0.3490367,"domain_scores_codex":[0.9992817,0.0002567526,0.00003878023,0.0001961324,0.0001246408,0.0001019342],"domain_scores_gemma":[0.9987178,0.0004149858,0.0003970618,0.00005929843,0.0002320202,0.0001788901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001950199,0.00007551684,0.9954669,0.00001124812,0.0001476498,0.00002400972,0.0001564756,0.0003052613,0.0009696611,0.00001913943,0.0003459767,0.002283089],"study_design_scores_gemma":[0.00000161913,0.00002431343,0.999213,0.000002885585,0.00001314074,0.00001713383,0.0002081994,0.00026538,0.00007453735,0.000007115352,0.0001706568,0.000001945114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986616,0.0000974486,0.000134086,0.00002845452,0.000005355519,0.000007204,0.0004804873,0.000003563927,0.0005817757],"genre_scores_gemma":[0.9981927,0.00004694864,0.00019885,0.00003138508,0.000005570062,0.0000150656,0.001148513,0.000004139417,0.0003567896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0990038,"threshold_uncertainty_score":0.1968551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954185146489814,"score_gpt":0.2717092432634556,"score_spread":0.2521673917985575,"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."}}