{"id":"W4220851304","doi":"10.1007/s42729-022-00822-y","title":"Soil Aggregation in Relation to Organic Amendment: a Synthesis","year":2022,"lang":"en","type":"article","venue":"Journal of soil science and plant nutrition","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Scientific Research Foundation of Zhejiang A and F University; National Natural Science Foundation of China","keywords":"Soil carbon; Soil quality; Agroecosystem; Soil science; Soil structure; Soil organic matter; Soil type; Chemistry; Environmental science; Soil water; Ecology; Agriculture","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":[0.002291589,0.001056721,0.003828902,0.002261294,0.0007473383,0.003344437,0.0016728,0.001634295,0.01006882],"category_scores_gemma":[0.004424476,0.0006124498,0.001683633,0.006399587,0.001574025,0.002805112,0.001321479,0.002245225,0.001100127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004087567,"about_ca_system_score_gemma":0.003531266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849747,"about_ca_topic_score_gemma":0.02524054,"domain_scores_codex":[0.9991393,0.0001163881,0.0001591216,0.0003716042,0.00007786306,0.0001356109],"domain_scores_gemma":[0.9919623,0.00587801,0.0009300274,0.0002662315,0.0007425323,0.0002209301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004228485,0.001725966,0.01200148,0.07831279,0.003455751,0.0006441051,0.001039996,0.007474839,0.01798459,0.01288725,0.00867225,0.8515724],"study_design_scores_gemma":[0.0005488148,0.01065704,0.3803745,0.04702325,0.01202053,0.001619209,0.004457293,0.006320707,0.0119461,0.06691872,0.4575921,0.0005218556],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01141766,0.9822277,0.001317377,0.001562734,0.0004272702,0.0000432102,0.0004571051,0.00001762448,0.002529212],"genre_scores_gemma":[0.05610109,0.9334623,0.002349014,0.002722238,0.002446577,0.0001160042,0.000549899,0.00002437447,0.002228571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01849747,"threshold_uncertainty_score":0.03677958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134537962877021,"score_gpt":0.2010373217485432,"score_spread":0.1875835254608411,"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."}}