{"id":"W3025580620","doi":"10.26848/rbgf.v14.4.p1972-1986","title":"Agregação de solo em pastagens sob diferentes índices de qualidade e sua influência na infiltração de água","year":2021,"lang":"pt","type":"article","venue":"Revista Brasileira de Geografia Física","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Environmental science; Mathematics; Animal science; Forestry; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001359059,0.0009221342,0.001032432,0.0001148313,0.0009873742,0.002269204,0.00142862,0.0006846092,0.003382459],"category_scores_gemma":[0.0009514412,0.0005788121,0.0009140418,0.001530611,0.0003147746,0.0003782612,0.0007363157,0.0009405881,0.0003670426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003421675,"about_ca_system_score_gemma":0.0003616543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155796,"about_ca_topic_score_gemma":0.001895062,"domain_scores_codex":[0.9932557,0.001096552,0.001044088,0.001287414,0.0007501098,0.002566156],"domain_scores_gemma":[0.9967029,0.0009553197,0.0005740664,0.0005694776,0.000241296,0.0009569543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001122244,0.000638812,0.9130183,0.0005284094,0.0004019137,0.0005065097,0.002642766,0.00002851291,0.02848426,0.002570156,0.01219176,0.0388763],"study_design_scores_gemma":[0.0006554464,0.0004433818,0.9425237,0.0007145473,0.0005461798,0.0001105839,0.01126471,0.0006449783,0.002729644,0.0003074635,0.03870447,0.001354949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893208,0.005950804,0.0002471268,0.001499238,0.0002586056,0.0005198758,0.0002240644,0.0003431487,0.001636332],"genre_scores_gemma":[0.9874706,0.001595962,0.0003449323,0.003054577,0.001151458,0.00008010415,0.000304177,0.00002722538,0.005970989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03752135,"threshold_uncertainty_score":0.9996663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711788076234488,"score_gpt":0.2673005946075404,"score_spread":0.2401827138451955,"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."}}