{"id":"W4322099547","doi":"10.5194/egusphere-egu23-17450","title":"First results of a field campaign focused on overwintering zombie fires","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories; Wilfrid Laurier University","funders":"","keywords":"Overwintering; Boreal; Taiga; Black spruce; Environmental science; Fire regime; Physical geography; Ecology; Forestry; Hydrology (agriculture); Atmospheric sciences; Geography; Biology; Geology; Ecosystem","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004361273,0.0005331089,0.0003770963,0.0007125452,0.001396073,0.000425952,0.0003446705,0.0003474441,0.002602895],"category_scores_gemma":[0.0006988375,0.0002335619,0.0001991282,0.0007106051,0.000316797,0.0002390538,0.0005587909,0.0005890951,0.0003597277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374934,"about_ca_system_score_gemma":0.001444337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4002703,"about_ca_topic_score_gemma":0.795746,"domain_scores_codex":[0.9996217,0.00003103809,0.00001485003,0.00009519689,0.0001271609,0.0001099127],"domain_scores_gemma":[0.9992504,0.00005715174,0.00009133903,0.00005165239,0.0004160056,0.0001334427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008258112,0.001076614,0.8071181,0.0004801433,0.0001812697,0.0007584837,0.009449079,0.0007569106,0.1066443,0.0002893887,0.01080351,0.06161636],"study_design_scores_gemma":[0.000008488679,0.00009484714,0.9927988,0.00002189452,0.00001627719,0.00002856981,0.0009231965,0.0001645474,0.001467316,0.00001222356,0.004456692,0.000006993486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815971,0.0002012086,0.001374202,0.00009588856,0.00003502533,0.0006233646,0.009504196,0.0000985529,0.006470633],"genre_scores_gemma":[0.9694473,0.0003362709,0.009683711,0.0002244778,0.00004565199,0.0009958387,0.01234477,0.0000491261,0.006872925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4002703,"threshold_uncertainty_score":0.795881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022082770632141,"score_gpt":0.2393043381758573,"score_spread":0.2172215675437162,"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."}}