{"id":"W2057891066","doi":"10.12957/tamoios.2013.5230","title":"AVALIAÇÃO DA CONDUTIVIDADE HIDRÁULICA E A SUA RELAÇÃO COM ESCOAMENTO SUPERFICIAL EM ÁREAS DE COLINAS SITUADAS NA BACIA HIDROGRÁFICA DO RIO SÃO JOÃO, RJ","year":2013,"lang":"pt","type":"article","venue":"Revista Tamoios","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Environmental science; Humanities; Art","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":["insufficient_payload"],"category_scores_codex":[0.000807623,0.001062036,0.001378853,0.00009257705,0.0009971684,0.001609268,0.00123185,0.0008724569,0.01077149],"category_scores_gemma":[0.000168111,0.0005883432,0.0008545132,0.001123665,0.0003901553,0.0005423645,0.0002622328,0.0009937898,0.003308821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857447,"about_ca_system_score_gemma":0.0001967504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001661106,"about_ca_topic_score_gemma":0.0008827048,"domain_scores_codex":[0.9933003,0.0006392315,0.001492558,0.001529958,0.001245152,0.001792791],"domain_scores_gemma":[0.9969581,0.0004353252,0.0004888423,0.0005007861,0.0003404667,0.001276442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009346852,0.005135491,0.3414724,0.0008670849,0.0006906543,0.0005942755,0.009240487,0.00001318048,0.2636471,0.01003533,0.2299673,0.137402],"study_design_scores_gemma":[0.00458674,0.003170801,0.422232,0.002113944,0.001021868,0.000182497,0.01921499,0.002407369,0.004525583,0.0004652771,0.5354242,0.004654758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863403,0.003709783,0.00003334343,0.004665773,0.0006300575,0.002234279,0.00030466,0.0003511021,0.00173071],"genre_scores_gemma":[0.9855304,0.0008302021,0.00006293631,0.002185798,0.0007052171,0.0001820983,0.0004374831,0.00002698363,0.01003883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3054569,"threshold_uncertainty_score":0.9996568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170072083166177,"score_gpt":0.2522939268452972,"score_spread":0.2205932060136354,"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."}}