{"id":"W4400641658","doi":"10.1139/cjfr-2024-0025","title":"Differences in the intensity of past forest fire events inferred from stable oxygen isotope analysis of charred bark","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Nipissing University","funders":"","keywords":"Bark (sound); Forestry; Environmental science; Isotopes of oxygen; Geography; Botany; Geology; Biology; Geochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003404918,0.0001854944,0.0002025373,0.0005859464,0.0004846785,0.0005409523,0.0002319143,0.000127935,0.0004439957],"category_scores_gemma":[0.0007495879,0.0001857544,0.0001117566,0.0005184322,0.0004159337,0.000164369,0.0001950278,0.0001582668,0.0000786485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465095,"about_ca_system_score_gemma":0.0007384736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3827035,"about_ca_topic_score_gemma":0.7675034,"domain_scores_codex":[0.9997986,0.00001934476,0.00001106105,0.00005172097,0.00007465654,0.00004470743],"domain_scores_gemma":[0.9996004,0.0000656501,0.0001204379,0.00002280588,0.0001264476,0.00006436643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002949433,0.00003610578,0.9252914,0.0000217621,0.00006329115,0.00004475398,0.0006086726,0.0002761058,0.06555769,0.00003196806,0.0000510442,0.007722185],"study_design_scores_gemma":[7.488512e-7,0.000008490716,0.999153,8.98349e-7,0.000003929051,0.00001325888,0.00009060453,0.0000894595,0.0005774064,0.000004577245,0.00005602014,0.000001610378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994403,0.00004411846,0.0001523856,0.000002927324,7.836387e-7,0.000002797778,0.00008723134,0.000002469317,0.0002669913],"genre_scores_gemma":[0.9989805,0.00006561633,0.0004480538,0.00000689608,9.058464e-7,0.000003577332,0.0001978902,0.00000291559,0.000293657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6172965,"threshold_uncertainty_score":0.7609518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035458794653986,"score_gpt":0.2791278075458252,"score_spread":0.2436690128918392,"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."}}