{"id":"W1963515346","doi":"10.1016/j.geoderma.2009.03.022","title":"Influence of wetting and drying cycles and maize residue addition on the formation of water stable aggregates in Vertisols","year":2009,"lang":"en","type":"article","venue":"Geoderma","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; University of Toronto","funders":"","keywords":"Vertisol; Soil water; Wetting; Chemistry; Environmental chemistry; Soil science; Soil structure; Environmental science; Chemical engineering","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":[0.0000730999,0.00005278107,0.00007291883,0.00004513013,0.00002627761,0.00001090245,0.0000269383,0.00003411273,0.000003293055],"category_scores_gemma":[0.00001758539,0.00003506583,0.00000666502,0.00004972713,0.00001539026,0.0002028879,0.000006973432,0.0000647904,8.293763e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007045264,"about_ca_system_score_gemma":0.000001500317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003125817,"about_ca_topic_score_gemma":0.00001379515,"domain_scores_codex":[0.9996555,0.00001231314,0.0001327406,0.00004637095,0.00005347511,0.00009963195],"domain_scores_gemma":[0.9998506,0.00004619537,0.00002043907,0.00005720559,0.00001492367,0.00001066206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009428384,0.00003176855,0.007191031,0.0004753333,0.00002249356,0.000008070774,0.009684596,0.3522406,0.5435712,0.0005196242,0.000264911,0.08589606],"study_design_scores_gemma":[0.0002908348,0.00003267416,0.1252767,0.0004037151,0.000005336845,0.000005559714,0.0002009689,0.06145294,0.8107182,0.001491558,0.00003699354,0.00008450731],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991723,0.0002887651,0.00001533587,0.0001447776,0.000007466556,0.00006211599,0.000004787963,0.0000191464,0.0002852739],"genre_scores_gemma":[0.9997461,0.0001425657,0.00004811484,0.00004095094,0.000006540889,0.000002917001,0.000006095336,0.000003519018,0.000003237365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2907877,"threshold_uncertainty_score":0.1429943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005964297566375856,"score_gpt":0.1814026555735895,"score_spread":0.1754383580072136,"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."}}