{"id":"W2103115374","doi":"10.2136/sssaj2013.06.0214nafsc","title":"Soil Organic Matter: A Sustainability Indicator for Wildfire Control and Bioenergy Production in the Urban/Forest Interface","year":2014,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; University of British Columbia","funders":"Pacific Institute for Climate Solutions","keywords":"Environmental science; Sustainability; Forest management; Warning system; Environmental resource management; Agroforestry; Ecology; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006132857,0.0003225823,0.0001732911,0.001519955,0.0003981188,0.001257775,0.0002819607,0.0003218751,0.001601201],"category_scores_gemma":[0.001035649,0.0001051384,0.0002294971,0.001689425,0.0001937814,0.0003889427,0.0004628086,0.0001804478,0.0002009883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002133684,"about_ca_system_score_gemma":0.00144008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3667431,"about_ca_topic_score_gemma":0.6394373,"domain_scores_codex":[0.9997973,0.00004597091,0.00001508714,0.00003232252,0.00007042049,0.00003888662],"domain_scores_gemma":[0.9995611,0.00010656,0.0001048236,0.00001847586,0.0001221136,0.00008682357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001857968,0.00007204746,0.9649922,0.00005127009,0.00005556756,0.00007493402,0.0001681779,0.01135874,0.001507358,0.0002276845,0.000643776,0.02066239],"study_design_scores_gemma":[0.000007991988,0.00004335063,0.9444805,0.0000202732,0.00003399876,0.00004017714,0.000865964,0.05128631,0.001524131,0.0003677456,0.001311213,0.00001833762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931231,0.00009620887,0.001606205,0.00004669096,0.000002849335,0.00002793093,0.002080765,0.0001225873,0.002893713],"genre_scores_gemma":[0.9959344,0.00004031713,0.002678194,0.000005185861,0.000001026991,0.000009386728,0.0008519241,0.000007536092,0.00047195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3667431,"threshold_uncertainty_score":0.7292168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002621029731736687,"score_gpt":0.2098424934942305,"score_spread":0.2072214637624938,"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."}}