{"id":"W1965070056","doi":"10.1007/s003749900189","title":"Soil-released carbon dioxide from microbial biomass carbon in the cultivated soils of karst areas of southwest China","year":2000,"lang":"en","type":"article","venue":"Biology and Fertility of Soils","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Saskatchewan; National Natural Science Foundation of China; McGill University","keywords":"Karst; Soil water; Carbon dioxide; Environmental science; Biomass (ecology); Soil carbon; Environmental chemistry; Carbon fibers; Soil biology; Total organic carbon; Ecology; Agronomy; Soil science; Biology; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002847255,0.0003978361,0.0003324886,0.001130869,0.0005891664,0.000553574,0.0004114667,0.0003099878,0.0004364353],"category_scores_gemma":[0.0002844965,0.0003381114,0.0003080231,0.001092156,0.0006198563,0.0007381123,0.000376827,0.0002206326,0.0000632704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478989,"about_ca_system_score_gemma":0.001168843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05500844,"about_ca_topic_score_gemma":0.08012143,"domain_scores_codex":[0.9998597,0.00001619775,0.0000138442,0.00004375242,0.00002823915,0.00003828321],"domain_scores_gemma":[0.9997155,0.00005852949,0.00007055212,0.00001186412,0.0000613364,0.000082103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007677833,0.00007238735,0.8560486,0.0001880854,0.0001844151,0.0005452209,0.001038024,0.00131948,0.133624,0.0002060239,0.00008163627,0.005924305],"study_design_scores_gemma":[0.000006122431,0.00001659286,0.9976608,0.000002083151,0.00001260088,0.00004656059,0.0002068009,0.0007379457,0.001216223,0.00003146589,0.00005836565,0.000004369716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997986,0.00006781116,0.00001834982,0.000007604567,7.357112e-7,6.675347e-7,0.00004919878,9.42602e-7,0.00005617825],"genre_scores_gemma":[0.9997305,0.00005354683,0.00002623093,0.000005046006,0.000001750777,0.000002003326,0.0001007466,8.044198e-7,0.00007934445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05500844,"threshold_uncertainty_score":0.1093765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167781132515434,"score_gpt":0.214526559668863,"score_spread":0.2028487483437087,"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."}}