{"id":"W2382250424","doi":"","title":"Soil aggregate and organic carbon contents with different surface mulching under dryland farming system","year":2015,"lang":"en","type":"article","venue":"","topic":"Environmental and Agricultural Sciences","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Mulch; Straw; Soil carbon; Total organic carbon; Agronomy; Plastic film; Environmental science; Soil water; Field experiment; Chemistry; Animal science; Soil science; Environmental chemistry; Biology; Layer (electronics)","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":[0.00009978355,0.0001595129,0.00013801,0.000006054327,0.0001236131,0.00006064374,0.000128751,0.00003239107,0.00007390048],"category_scores_gemma":[0.000002608131,0.00007613214,0.00001418789,0.00009452803,0.0001561074,0.0001862732,0.0002011071,0.00006922483,0.00003733811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892779,"about_ca_system_score_gemma":0.000001945468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174763,"about_ca_topic_score_gemma":0.00168217,"domain_scores_codex":[0.9989135,0.0000350263,0.0001173003,0.000312936,0.0003688162,0.0002523731],"domain_scores_gemma":[0.9995964,0.00001776233,0.00005908735,0.00009024562,0.000002505418,0.0002339949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002231071,0.00006053412,0.6200536,0.00001317988,0.00001751928,0.00001882774,0.0008150619,0.002083344,0.3758855,0.00004262758,0.0000564071,0.0009311379],"study_design_scores_gemma":[0.00302023,0.0006438993,0.7394766,0.0002511091,0.00008590876,0.0002806539,0.02736484,0.01820419,0.208924,0.0001412916,0.0002732059,0.001334144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931856,0.00006539263,0.00004721897,0.0002117116,0.00006258635,0.000134775,8.804452e-7,0.00005169496,0.00624018],"genre_scores_gemma":[0.9975529,0.00001134196,0.00009609449,0.00006914291,0.00001387189,0.000002296091,0.000001515756,0.000006172019,0.002246671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669615,"threshold_uncertainty_score":0.3287606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174775142962492,"score_gpt":0.1735775752192874,"score_spread":0.1618298237896624,"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."}}