{"id":"W2165705382","doi":"10.5751/es-00432-060205","title":"Long-Term Fire Regime Estimated from Soil Charcoal in Coastal Temperate Rainforests","year":2002,"lang":"en","type":"article","venue":"Conservation Ecology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Rainforest; Charcoal; Temperate rainforest; Environmental science; Term (time); Temperate climate; Agroforestry; Ecology; Temperate forest; Geography; Forestry; Ecosystem; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002301288,0.000172817,0.0002439526,0.00005257912,0.0000964309,0.00003263587,0.0002229707,0.0001824579,0.008381373],"category_scores_gemma":[0.0001930838,0.0001823748,0.00003425687,0.0002623639,0.0001871524,0.0003303947,0.0001248825,0.0001613049,0.004292372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997271,"about_ca_system_score_gemma":0.00001607606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002968512,"about_ca_topic_score_gemma":0.0463977,"domain_scores_codex":[0.9985786,0.0001642264,0.0003715649,0.0003710806,0.0001527425,0.000361775],"domain_scores_gemma":[0.9992149,0.0002532707,0.0001522106,0.0002753154,0.00001333107,0.00009089834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001800028,0.00008198294,0.9887219,0.000007535951,0.000008159094,0.00007247812,0.0002434027,0.0003687492,0.002970225,0.000006412512,0.003846124,0.003655023],"study_design_scores_gemma":[0.0008258672,0.00007457249,0.848514,0.00002217761,0.000004857504,0.00001759745,0.000007180163,0.1496318,0.0003914958,0.00002911985,0.0003216578,0.0001597075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963773,0.00002460091,0.00001862195,0.00161511,0.0003726142,0.0003927427,0.00002372778,0.00007371512,0.00110151],"genre_scores_gemma":[0.9974309,0.00001414058,0.0001184529,0.0009623599,0.00003657564,0.00007114675,0.0001071313,0.00001900168,0.001240311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.149263,"threshold_uncertainty_score":0.9964829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190008248076022,"score_gpt":0.2299508639466452,"score_spread":0.210950039139043,"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."}}