{"id":"W4401386408","doi":"10.56083/rcv4n8-022","title":"A GESTÃO DE RESÍDUOS EM PEQUENOS MUNICÍPIOS: UM ENFOQUE SOBRE OS INSTRUMENTOS LEGAIS","year":2024,"lang":"pt","type":"article","venue":"Revista Contemporânea","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Political 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001774622,0.0007320619,0.0006544748,0.0001619142,0.0005496946,0.001126202,0.0009198574,0.0004607802,0.005878109],"category_scores_gemma":[0.0003016089,0.0007529382,0.000456345,0.0006897987,0.0006443977,0.001296362,0.0006213786,0.001018969,0.003588084],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004731188,"about_ca_system_score_gemma":0.0004902316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002896858,"about_ca_topic_score_gemma":0.0003720626,"domain_scores_codex":[0.9947827,0.0006453698,0.001099735,0.001432676,0.0008086214,0.001230917],"domain_scores_gemma":[0.9974315,0.0002684219,0.000249482,0.001376543,0.00002109439,0.0006530287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005680604,0.003441303,0.1554409,0.01165485,0.00102628,0.001781972,0.1016467,0.0005574562,0.03363791,0.0194502,0.1725818,0.4982127],"study_design_scores_gemma":[0.0006531335,0.00048312,0.02892222,0.001436491,0.0002644609,0.0001573687,0.01463908,0.003250767,0.001450296,0.0007910041,0.9466656,0.001286445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522936,0.01492015,0.0008795283,0.009448373,0.001091279,0.002963302,0.0002216673,0.0003916502,0.01779049],"genre_scores_gemma":[0.9588004,0.001904381,0.000220312,0.000904408,0.0003565967,0.0002103153,0.000103237,0.0001190605,0.03738129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7740839,"threshold_uncertainty_score":0.9999107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447238139748034,"score_gpt":0.2650935057529505,"score_spread":0.2506211243554701,"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."}}