{"id":"W4403249598","doi":"10.1007/s42773-024-00376-5","title":"Decoupled fungal and bacterial functional responses to biochar amendment drive rhizosphere priming effect on soil organic carbon mineralization","year":2024,"lang":"en","type":"article","venue":"Biochar","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Key Research and Development Program of China; Zhejiang University; National Natural Science Foundation of China","keywords":"Biochar; Amendment; Rhizosphere; Mineralization (soil science); Soil carbon; Priming (agriculture); Environmental science; Agronomy; Chemistry; Soil science; Biology; Soil water; Bacteria; Political science; Pyrolysis; Organic chemistry; Law","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":[0.0002031342,0.0001909211,0.0001512283,0.00002826402,0.0001098098,0.0001373128,0.00007476337,0.0001069216,0.0004349651],"category_scores_gemma":[0.00005627477,0.00008523808,0.00006367081,0.0002770892,0.00002622831,0.00004206255,0.0000598018,0.00007981626,0.00007885099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007712835,"about_ca_system_score_gemma":0.00001680519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539241,"about_ca_topic_score_gemma":0.0005141481,"domain_scores_codex":[0.9989161,0.00009168352,0.0001402432,0.0004074932,0.000220819,0.0002235986],"domain_scores_gemma":[0.9995636,0.0001896396,0.00003017781,0.00005120241,0.0000354087,0.0001300092],"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":[0.0004676442,0.00002227537,0.00107292,0.00001513464,0.00002435023,0.00001054747,0.00006939757,0.000004518251,0.9938034,0.0001096915,0.000397924,0.004002177],"study_design_scores_gemma":[0.0008571202,0.005148885,0.101817,0.0002844611,0.0001458126,0.00005484176,0.0002598446,0.004544286,0.880603,0.00006379942,0.005224208,0.0009967922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976405,0.0004780592,0.000005746288,0.0007066375,0.0006636449,0.0002620819,0.000048664,0.000140049,0.00005463441],"genre_scores_gemma":[0.9984534,0.00003034983,0.00001694023,0.0002149415,0.0006663383,0.00003148386,0.0001178566,0.000004126174,0.0004646025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1132004,"threshold_uncertainty_score":0.4762563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257567556741276,"score_gpt":0.2177538646074127,"score_spread":0.2051781890399999,"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."}}