{"id":"W2127644734","doi":"10.1016/j.gca.2014.04.018","title":"Smouldering fire signatures in peat and their implications for palaeoenvironmental reconstructions","year":2014,"lang":"en","type":"article","venue":"Geochimica et Cosmochimica Acta","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Peat; Environmental science; Vegetation (pathology); Mire; Geology; Earth science; Atmospheric sciences; Physical geography; Ecology; Geography","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":[0.0004033429,0.0002280755,0.0001706336,0.0009878512,0.0002134469,0.0004930294,0.0002329856,0.0003251297,0.000699007],"category_scores_gemma":[0.0003983494,0.0001717929,0.0002118862,0.0006364911,0.0002611089,0.0003437308,0.0002249114,0.0001613432,0.0001304327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900541,"about_ca_system_score_gemma":0.0001037899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004184288,"about_ca_topic_score_gemma":0.006975766,"domain_scores_codex":[0.9999366,0.00001284382,0.000006549159,0.00002249761,0.000009890406,0.00001164057],"domain_scores_gemma":[0.9998358,0.00004497604,0.00004424389,0.0000207922,0.00003587787,0.000018268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006911102,0.00009569093,0.7507954,0.0001687566,0.00018762,0.001164094,0.0008793199,0.007776539,0.1946384,0.000440376,0.0001379844,0.04302466],"study_design_scores_gemma":[0.000003835309,0.00002785492,0.9898661,0.00001296209,0.00001580052,0.000187912,0.0002491681,0.00460649,0.004403646,0.000147873,0.0004701038,0.000008283185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977002,0.0003745709,0.0009558115,0.00002267703,0.000005025655,0.000004578731,0.0002567492,0.00003333638,0.0006471172],"genre_scores_gemma":[0.9985015,0.0001609045,0.00101449,0.000006294908,0.000003009458,0.000003016165,0.0001858898,0.00001231184,0.0001126467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004184288,"threshold_uncertainty_score":0.008319855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016331896481764,"score_gpt":0.2391387088190889,"score_spread":0.2228068123373249,"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."}}