{"id":"W4388776510","doi":"10.1016/j.soilbio.2023.109250","title":"Accumulation of soil microbial extracellular and cellular residues during forest rewilding: Implications for soil carbon stabilization in older plantations","year":2023,"lang":"en","type":"article","venue":"Soil Biology and Biochemistry","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Soil carbon; Residue (chemistry); Chemistry; Carbon fibers; Crop residue; Total organic carbon; Extracellular; Soil organic matter; Environmental chemistry; Soil water; Agronomy; Environmental science; Ecology; Biology; Soil science; Biochemistry; Agriculture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001500457,0.0001096508,0.0001571461,0.00002822534,0.0001572875,0.00001276731,0.00007239873,0.0002885686,0.000009458045],"category_scores_gemma":[0.00005020441,0.00006213567,0.00003345534,0.0002001654,0.0001543182,0.00003122114,0.00005796304,0.00007147079,3.316212e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001403257,"about_ca_system_score_gemma":0.0000155947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314984,"about_ca_topic_score_gemma":0.001777164,"domain_scores_codex":[0.9991869,0.00002935363,0.0002433894,0.0003071364,0.00002004867,0.00021319],"domain_scores_gemma":[0.9996209,0.0001348219,0.0001052078,0.00005146549,0.00004913649,0.00003852928],"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":[0.00003501183,0.0000291393,0.1028902,0.00006165278,0.000006808425,3.390058e-7,0.00005293622,0.00003285554,0.8956761,0.0001113442,0.0000467403,0.001056813],"study_design_scores_gemma":[0.0003719228,0.00005165596,0.4293985,0.00002436185,0.00001476248,0.000005537313,0.0001678223,0.0001511599,0.568704,0.0008108164,0.0001656972,0.0001337811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977694,0.0007386256,0.000004759186,0.001015584,0.00004580422,0.0002019395,0.0001624148,0.00003227416,0.00002918707],"genre_scores_gemma":[0.9982445,0.0004977256,0.00002270308,0.00002705345,0.00008932207,0.00003192543,0.0009406942,0.00000169433,0.0001444065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3269721,"threshold_uncertainty_score":0.2533819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632808521650939,"score_gpt":0.2659559434613629,"score_spread":0.2396278582448535,"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."}}