{"id":"W2233939267","doi":"10.5039/agrária.v9i4.3732","title":"Funções de pedotransferência para retenção de água e condutividade hidráulica em solo submetido a subsolagem - DOI:10.5039/agraria.v9i4a3732","year":2015,"lang":"pt","type":"article","venue":"Revista Brasileira de Ciências Agrárias (Agrária) Brazilian Journal of Agricultural Sciences","topic":"Soil Management and Crop Yield","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedotransfer function; Hydraulic conductivity; Water retention; Soil science; Bulk density; Water potential; Environmental science; Soil water; Water retention curve","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.008928736,0.001734466,0.002432886,0.0003783441,0.001813236,0.004152843,0.004682095,0.001116709,0.00216755],"category_scores_gemma":[0.00268417,0.0008484133,0.001882439,0.004779913,0.001423872,0.002807925,0.0005722609,0.001936018,0.0003369165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110941,"about_ca_system_score_gemma":0.001321886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005083797,"about_ca_topic_score_gemma":0.001160278,"domain_scores_codex":[0.986011,0.002379543,0.003070527,0.001789398,0.003066128,0.003683413],"domain_scores_gemma":[0.9911388,0.001476715,0.002557238,0.0004650447,0.001324256,0.003037948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002440324,0.002643764,0.4542435,0.0008329763,0.001854452,0.001976212,0.02225809,0.0008760964,0.1354838,0.005029503,0.3337002,0.03866097],"study_design_scores_gemma":[0.002146138,0.004605512,0.9318001,0.001190973,0.001046841,0.001302524,0.03903885,0.0002419469,0.002178497,0.0005065073,0.0136714,0.002270689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795088,0.007909751,0.0001403271,0.006174426,0.00147143,0.001132122,0.0001348005,0.0002160658,0.003312291],"genre_scores_gemma":[0.9877315,0.0009758553,0.0007136845,0.001227599,0.004513935,0.00003630891,0.00005920615,0.00002977379,0.004712147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4775566,"threshold_uncertainty_score":0.9995402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06926178492327087,"score_gpt":0.2838797098931511,"score_spread":0.2146179249698802,"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."}}