{"id":"W2913692497","doi":"10.14295/ras.v0i0.29323","title":"MENSURAÇÃO E ESPACIALIZAÇÃO DA CONDUTIVIDADE HIDRÁULICA SATURADA: APLICAÇÃO NO EIXO VIÁRIO SUL DA AVENIDA TEOTÔNIO SEGURADO EM PALMAS/TO","year":2018,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; 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","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002079763,0.001696062,0.002476163,0.0008829705,0.002257172,0.003481769,0.006459608,0.0005576517,0.07775591],"category_scores_gemma":[0.0004582166,0.001596013,0.0009108707,0.003279563,0.002204055,0.00403883,0.007684127,0.001324102,0.004211752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008816369,"about_ca_system_score_gemma":0.0001074492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004619262,"about_ca_topic_score_gemma":0.001112927,"domain_scores_codex":[0.9894385,0.0008476538,0.002306237,0.002386404,0.002773422,0.002247799],"domain_scores_gemma":[0.9939586,0.0004799497,0.001912689,0.001729761,0.0001982366,0.001720797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009429695,0.001269945,0.6237091,0.0001724688,0.001086123,0.0001491853,0.003474379,0.0001497657,0.1532659,0.00003130362,0.1639904,0.05175839],"study_design_scores_gemma":[0.001217613,0.0001975269,0.8619894,0.0007126708,0.000368622,0.00005212841,0.001239173,0.00009614537,0.01777345,0.0006153341,0.1137412,0.001996745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643259,0.01329639,0.0002809029,0.001159304,0.003390908,0.002528906,0.0006786758,0.0001314138,0.01420762],"genre_scores_gemma":[0.9824472,0.01048937,0.0003527774,0.001984407,0.0007017328,0.0001599856,0.00004254541,0.0002093838,0.003612598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382803,"threshold_uncertainty_score":0.9995786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1869021583731098,"score_gpt":0.486574292764797,"score_spread":0.2996721343916872,"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."}}