{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004631646,0.0002313518,0.0003301524,0.001734122,0.0008256878,0.001203562,0.0004458714,0.0002720589,0.001310188],"category_scores_gemma":[0.00147664,0.000241626,0.0003524475,0.00404812,0.0007207144,0.0003519892,0.001028144,0.0002034937,0.0001579186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002055691,"about_ca_system_score_gemma":0.002408179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2741818,"about_ca_topic_score_gemma":0.4569122,"domain_scores_codex":[0.9994524,0.0000997856,0.00002960558,0.0001509351,0.0001739178,0.00009342022],"domain_scores_gemma":[0.9992399,0.000136667,0.0001713788,0.00006710248,0.0003034915,0.00008136477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009552926,0.00004788401,0.9023749,0.0005079221,0.0001592712,0.000747178,0.02845942,0.0004605946,0.009373192,0.001644201,0.001037522,0.05509238],"study_design_scores_gemma":[0.000002345183,0.00004857481,0.9741791,0.00007708462,0.00006705543,0.0001583418,0.01300482,0.0003073758,0.0008178327,0.000144329,0.01118317,0.000009890856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924384,0.0007020535,0.0005184174,0.0001593928,0.000006227811,0.00005362157,0.0007813825,0.00002751466,0.005312952],"genre_scores_gemma":[0.9964885,0.0004265219,0.0007414649,0.00002586446,0.000003018659,0.00003476618,0.0003153115,0.00001007739,0.00195464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2741818,"threshold_uncertainty_score":0.5451718,"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."}}