{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139547,0.0002016365,0.0001444181,0.0005856591,0.0002187314,0.0002961465,0.0001114188,0.0001591296,0.0002264238],"category_scores_gemma":[0.0001819237,0.0001367067,0.0001938971,0.0003105993,0.00021061,0.0002570025,0.0002716473,0.0002079868,0.00006679017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003899022,"about_ca_system_score_gemma":0.0001690617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004682485,"about_ca_topic_score_gemma":0.01106517,"domain_scores_codex":[0.9999117,0.00001142189,0.000008481441,0.00003254309,0.00001259263,0.00002325617],"domain_scores_gemma":[0.9996972,0.00003316049,0.0001481068,0.00001328251,0.00002868316,0.0000794638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001934978,0.00005049223,0.9135677,0.00001869179,0.00006387005,0.0002156844,0.0003728555,0.0003636075,0.08143056,0.00004124633,0.00003229876,0.003649445],"study_design_scores_gemma":[0.000001006758,0.00002381662,0.9990053,4.816258e-7,0.000004315967,0.00003298399,0.00005055605,0.000225268,0.0006141301,0.00001005351,0.00003046889,0.000001600755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999058,0.0000243411,0.00001812678,0.000001896219,2.504398e-7,4.188793e-7,0.00002273295,0.000001031029,0.00002540648],"genre_scores_gemma":[0.9997748,0.00002317408,0.0000427864,0.00000332923,0.000001055102,0.000001920132,0.00008543846,6.578798e-7,0.00006687563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004682485,"threshold_uncertainty_score":0.009310424,"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."}}