{"id":"W4387852150","doi":"10.55449/congea.14.23.iii-001","title":"ANÁLISE E RECOMENDAÇÕES PARA A GESTÃO DOS RESÍDUOS SÓLIDOS URBANOS NO BAIRRO DE CAIXA D´ÁGUA","year":2023,"lang":"pt","type":"article","venue":"Anais Congresso Brasileiro de Gestão Ambiental","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Environmental science","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001069585,0.001498609,0.001204747,0.0005109078,0.001899955,0.0005508683,0.001692618,0.0008066292,0.009440983],"category_scores_gemma":[0.000329029,0.001604539,0.0008025194,0.002089916,0.00234876,0.001202281,0.002083576,0.001274037,0.02050795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270163,"about_ca_system_score_gemma":0.00009220567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880184,"about_ca_topic_score_gemma":0.001214638,"domain_scores_codex":[0.9906499,0.0005539582,0.001268332,0.002337347,0.001567598,0.003622875],"domain_scores_gemma":[0.9959893,0.0005064378,0.0005897757,0.001493363,0.00004133074,0.001379781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00030711,0.0007317957,0.8646031,0.0001338506,0.000362531,0.001066943,0.003835604,0.0003686302,0.01097187,0.0000139623,0.1109622,0.006642361],"study_design_scores_gemma":[0.002291577,0.0008491034,0.9526615,0.0003172329,0.0002672024,0.0001885133,0.004037815,0.002004586,0.002724792,0.0001192397,0.03278336,0.001755091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869066,0.00181695,0.00002707511,0.001507026,0.001807966,0.00142937,0.001277477,0.0005988795,0.004628693],"genre_scores_gemma":[0.9794252,0.004199452,0.000208897,0.001295611,0.0003781041,0.0003863907,0.0003090065,0.0002214548,0.01357586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08805839,"threshold_uncertainty_score":0.9997763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539027253354487,"score_gpt":0.2667486447977673,"score_spread":0.2413583722642224,"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."}}