{"id":"W4387907809","doi":"10.1111/geb.13776","title":"Microbial traits dictate soil necromass accumulation coefficient: A global synthesis","year":2023,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"Fundamental Research Funds for the Central Universities; Southwest University","keywords":"Edaphic; Soil carbon; Biomass (ecology); Environmental science; Ecosystem; Abundance (ecology); Carbon sequestration; Ecology; Microorganism; Terrestrial ecosystem; Microbial population biology; Soil water; Environmental chemistry; Soil science; Biology; Chemistry; Carbon dioxide; Bacteria","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":[0.001737699,0.001123404,0.001637566,0.001886158,0.0002607303,0.001554502,0.000539847,0.0004327756,0.004887247],"category_scores_gemma":[0.003204961,0.0003935493,0.001348444,0.002754463,0.0007419629,0.001249808,0.001059535,0.0007224101,0.0004604571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006652412,"about_ca_system_score_gemma":0.001029148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005879898,"about_ca_topic_score_gemma":0.003255102,"domain_scores_codex":[0.999574,0.0000805598,0.00004224687,0.0002308241,0.00003494561,0.00003735152],"domain_scores_gemma":[0.9945028,0.003717457,0.0007203555,0.0004203243,0.0004946518,0.0001445511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0006651384,0.0001988771,0.3395374,0.02875129,0.01730239,0.0005960383,0.0008117953,0.03689335,0.02121308,0.01431036,0.007774706,0.5319456],"study_design_scores_gemma":[0.00004819168,0.0004274495,0.8929027,0.004085329,0.009201585,0.000273272,0.0006573075,0.01264147,0.003107987,0.02195092,0.05453233,0.0001714905],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3341869,0.6263235,0.01776784,0.003843813,0.0002622945,0.00004759775,0.00934252,0.0002505506,0.007975083],"genre_scores_gemma":[0.8252375,0.1616085,0.006917952,0.0007525101,0.0003425159,0.00005182739,0.004184625,0.00007755389,0.0008269748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005879898,"threshold_uncertainty_score":0.01634949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354017261367498,"score_gpt":0.2304891209924929,"score_spread":0.216948948378818,"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."}}