{"id":"W6920606020","doi":"10.60692/cx01a-ahb98","title":"Soil temperature, microbial biomass and enzyme activity are the critical factors affecting soil respiration in different soil layers in Ziwuling Mountains, China","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Soil carbon; Soil respiration; Biomass (ecology); Microorganism; Soil organic matter; Water content; Ecosystem; Soil biology; Carbon cycle","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":[0.000444129,0.000470535,0.0003383945,0.0007216106,0.0005118313,0.0004987776,0.0003985744,0.0003086728,0.0003278358],"category_scores_gemma":[0.000440155,0.0002840612,0.0005261904,0.0008141214,0.0003652401,0.0004263885,0.0003529874,0.0002125835,0.00004580298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008894256,"about_ca_system_score_gemma":0.0007984031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05538546,"about_ca_topic_score_gemma":0.07289031,"domain_scores_codex":[0.9997682,0.00002981522,0.00002651068,0.00008871605,0.0000448016,0.00004197085],"domain_scores_gemma":[0.9998012,0.00004050177,0.00006022942,0.00001469798,0.00005121554,0.00003210695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000923536,0.00004715548,0.972251,0.00009373471,0.0001719136,0.0001753966,0.0007311922,0.001677769,0.01797433,0.0001475873,0.0001053782,0.006532185],"study_design_scores_gemma":[0.000003558671,0.000009539697,0.9978521,0.000003427289,0.0000199873,0.00001681973,0.0001236355,0.001555096,0.0002960228,0.00002404956,0.00008989643,0.000005834042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994889,0.00009365119,0.0001468656,0.00002986853,0.000001615315,0.000003535805,0.0001081619,0.000004297725,0.0001231139],"genre_scores_gemma":[0.9994982,0.00005364222,0.0001318389,0.00001004505,0.00000250461,0.000006915042,0.0002148048,0.000001266503,0.00008079413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05538546,"threshold_uncertainty_score":0.1101262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0267693770876264,"score_gpt":0.2170857798469595,"score_spread":0.1903164027593331,"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."}}