{"id":"W4408320126","doi":"10.1088/1748-9326/adbf30","title":"Evidence for state shift and generation of fire feedback loops in mesic forest driven by extreme fire severity and high fire frequency","year":2025,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"Holsworth Wildlife Research Endowment","keywords":"Environmental science; Wildfire suppression; Fire protection; Atmospheric sciences; Climatology; Meteorology; Geography; Firefighting; Geology; Engineering; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008189127,0.0001316629,0.0002273783,0.0004969076,0.0002540246,0.0005023017,0.000237484,0.0002658744,0.001644429],"category_scores_gemma":[0.002023562,0.0001750755,0.0001947747,0.0003214663,0.0005304787,0.0002827076,0.0004386641,0.0003092171,0.0001585728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461537,"about_ca_system_score_gemma":0.0001603289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480254,"about_ca_topic_score_gemma":0.004986259,"domain_scores_codex":[0.9997337,0.00007677638,0.00002513717,0.00007745755,0.00004070325,0.00004611183],"domain_scores_gemma":[0.9977209,0.0008806042,0.0007848392,0.0001786657,0.0002195422,0.0002153589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005584284,0.000105508,0.9604799,0.00005214557,0.0001101215,0.0001081422,0.0005987601,0.001397977,0.02903877,0.0002864527,0.0001091945,0.007154689],"study_design_scores_gemma":[0.000003519202,0.00004236227,0.9976629,0.00000278426,0.000009384431,0.00003297349,0.000171133,0.001427003,0.0004371266,0.0001474628,0.00005885559,0.000004497163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993846,0.0000230103,0.000262402,0.000012597,9.820914e-7,0.000002394638,0.00006810701,0.000006251003,0.0002397008],"genre_scores_gemma":[0.9998566,0.000005232876,0.00006484089,0.000004793364,9.341691e-7,0.000001311774,0.00004040775,7.353091e-7,0.00002520339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002480254,"threshold_uncertainty_score":0.005501151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131057182473366,"score_gpt":0.2830356778460953,"score_spread":0.2417251060213617,"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."}}