{"id":"W4220972098","doi":"10.5194/egusphere-egu22-2733","title":"Fate of pyrogenic and organic matter in permafrost-affected soils: A two years in-situ incubation ","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Soil water; Organic matter; Environmental science; Cycling; Soil organic matter; Environmental chemistry; Taiga; Total organic carbon; Agronomy; Soil science; Chemistry; Ecology; Biology; Forestry; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001875462,0.0004047793,0.0004257358,0.0002033729,0.0004543978,0.0004491814,0.0003043837,0.0004004038,0.0006087381],"category_scores_gemma":[0.0001347456,0.0002167126,0.0003498092,0.00025455,0.0002880171,0.0002949281,0.0002365268,0.0005730937,0.0001706121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345949,"about_ca_system_score_gemma":0.0002378928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005310487,"about_ca_topic_score_gemma":0.01086272,"domain_scores_codex":[0.9998566,0.00001122143,0.00000833237,0.00006326013,0.00002626433,0.00003431203],"domain_scores_gemma":[0.9998275,0.0000340589,0.00003993289,0.0000125377,0.00005152101,0.00003445091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004417034,0.00009724447,0.004461695,0.00005974568,0.0000205442,0.0001160946,0.0001322043,0.0001263878,0.9932279,0.00002191073,0.00003104156,0.001263511],"study_design_scores_gemma":[0.00004640633,0.002145689,0.2247589,0.0000239863,0.0001353579,0.0004306088,0.0008851818,0.003257099,0.7643178,0.0001031084,0.003837929,0.00005793489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979532,0.0002511928,0.0004272093,0.00001321908,0.00001845348,0.0000177477,0.00061396,0.00001194985,0.0006931343],"genre_scores_gemma":[0.9943567,0.0004337233,0.002191051,0.00003757703,0.0000188352,0.00006037626,0.0009854382,0.00001912439,0.001897001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005310487,"threshold_uncertainty_score":0.01055914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240526380366063,"score_gpt":0.2615694526476584,"score_spread":0.2291641888439978,"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."}}