{"id":"W2888110872","doi":"10.3390/f9090508","title":"Soil Aggregation and Organic Carbon Dynamics in Poplar Plantations","year":2018,"lang":"en","type":"article","venue":"Forests","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"National Key Research and Development Program of China; Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China; Government of Jiangsu Province; Nanjing Forestry University","keywords":"Biomass (ecology); Soil carbon; Topsoil; Environmental science; Total organic carbon; Soil fertility; Carbon fibers; Plant litter; Agronomy; Soil water; Carbon cycle; Soil organic matter; Ecosystem; Chemistry; Soil science; Environmental chemistry; Ecology; Biology","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":[0.00006466652,0.00006110527,0.00006252771,0.00001377564,0.00005855719,0.00002214469,0.00005714314,0.00006056811,0.00002870423],"category_scores_gemma":[0.00002759107,0.00002710375,0.00001320637,0.0002098113,0.00004758473,0.00004156723,0.0000244156,0.00004980525,0.000008970241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004208392,"about_ca_system_score_gemma":0.000005272157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208383,"about_ca_topic_score_gemma":0.536685,"domain_scores_codex":[0.9995652,0.00001941324,0.00008757212,0.0001253715,0.00007526777,0.0001272196],"domain_scores_gemma":[0.9998369,0.00004163176,0.00002857209,0.0000261609,0.00002631661,0.00004039818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001717186,0.00002229436,0.9824718,0.000002499627,0.000003360604,0.00000477982,0.0001062177,0.000001525537,0.004173573,0.001259528,0.00001949002,0.01191773],"study_design_scores_gemma":[0.0001262512,0.0001286135,0.9112591,0.00001225533,0.000004846552,0.00001465714,0.0001639991,0.08430511,0.001105986,0.002735518,0.00004273721,0.0001008817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983864,0.00003593227,0.000001300761,0.0002189319,0.00007832702,0.00006610429,0.00001315295,0.00003159945,0.001168204],"genre_scores_gemma":[0.9996364,0.0000192778,0.00001820699,0.00006234743,0.0001023304,0.000004112852,0.00007756796,7.333393e-7,0.00007908486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5354766,"threshold_uncertainty_score":0.4717693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008868484777083685,"score_gpt":0.2095525056737614,"score_spread":0.2006840208966777,"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."}}