{"id":"W2789150132","doi":"10.2136/sssaj2017.10.0371","title":"Application Rate Influences the Soil and Water Conservation Effectiveness of Mulching with Chipped Branches","year":2018,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institutes of Health; National Natural Science Foundation of China","keywords":"Mulch; Environmental science; Surface runoff; Soil conservation; Agronomy; Interception; Soil water; Context (archaeology); Erosion; Hydrology (agriculture); Soil science; Agriculture; Ecology; Geology; 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":[0.0003352884,0.0003111291,0.0003233165,0.0002146674,0.0001101501,0.0003607518,0.0002667593,0.0002019278,0.0007567655],"category_scores_gemma":[0.0007363187,0.0001643706,0.0001880417,0.0002096141,0.0001956704,0.0002786079,0.00021436,0.0002691012,0.00007695478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413481,"about_ca_system_score_gemma":0.0001880675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683988,"about_ca_topic_score_gemma":0.003610595,"domain_scores_codex":[0.9997718,0.00004684619,0.0000183774,0.0000620854,0.00005531292,0.00004567869],"domain_scores_gemma":[0.9992778,0.0002632457,0.0001754483,0.00003541826,0.0001227107,0.0001254501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00140916,0.0003109573,0.01711625,0.0002375153,0.00005828218,0.00008965747,0.00008832405,0.00109009,0.9683846,0.00004297143,0.00004123585,0.01113097],"study_design_scores_gemma":[0.00006942776,0.008256467,0.5218405,0.00004825057,0.0002738643,0.0001373807,0.000306759,0.01040043,0.4566985,0.00008035893,0.001851256,0.00003677872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995432,0.0001071752,0.000145193,0.000003309983,0.000003104786,0.00001161369,0.00002087025,0.000003396675,0.0001621834],"genre_scores_gemma":[0.9989355,0.0001490874,0.0004707334,0.00001175753,0.000002955082,0.00001304021,0.00004426505,0.000003602952,0.0003689994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001683988,"threshold_uncertainty_score":0.00334841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009885574707048341,"score_gpt":0.223206705566921,"score_spread":0.2133211308598726,"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."}}