{"id":"W4400326770","doi":"10.23900/2359-1552v13n2-10-2024","title":"ESTUDO SOBRE USO DO SOLO DOS MUNICÍPIOS COMPONENTES DA APA DO RIBEIRÃO JOÃO LEITE – GOIÁS – BRASIL","year":2024,"lang":"pt","type":"article","venue":"Revista Políticas Públicas & Cidades","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001117746,0.001717963,0.001583674,0.0004404518,0.001668504,0.003265772,0.001878671,0.000558243,0.00744572],"category_scores_gemma":[0.0001504162,0.001558581,0.001280229,0.002044916,0.00280981,0.001127289,0.002812359,0.001445901,0.0112983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006759612,"about_ca_system_score_gemma":0.00005162499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006861542,"about_ca_topic_score_gemma":0.0001041548,"domain_scores_codex":[0.9909948,0.0005789503,0.001624824,0.002689682,0.001755528,0.002356289],"domain_scores_gemma":[0.9960401,0.0007626321,0.0003834807,0.001786958,0.00002885425,0.0009979964],"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":[0.0005442936,0.005556075,0.4539378,0.005195002,0.005898521,0.002899599,0.0178151,0.0005194254,0.07565409,0.06168012,0.1850442,0.1852558],"study_design_scores_gemma":[0.00118308,0.0007400414,0.2169506,0.001992017,0.001383033,0.0004620752,0.005094714,0.0008451167,0.001039055,0.001040908,0.7663984,0.002870963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8224515,0.1377587,0.0003202227,0.01175487,0.001285007,0.002831194,0.001221581,0.0009309473,0.02144596],"genre_scores_gemma":[0.9821488,0.01270723,0.0004012983,0.0008948128,0.000448904,0.000154012,0.0000897131,0.0002254784,0.002929759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5813542,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003711346009201,"score_gpt":0.2780522047391392,"score_spread":0.2580150912790471,"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."}}