{"id":"W4391892562","doi":"10.46943/ix.conedu.2023.gt21.024","title":"INSTITUCIONALIZAÇÃO DO ÍNDICE DE DESENVOLVIMENTO DA EDUCAÇÃO BÁSICA: TERMÔMETRO DE QUALIDADE","year":2024,"lang":"pt","type":"book-chapter","venue":"Editora Realize eBooks","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004006143,0.001047469,0.0009307783,0.0006359019,0.001574318,0.001484085,0.001471138,0.001984297,0.007910766],"category_scores_gemma":[0.0007194312,0.001115438,0.000600443,0.0001911615,0.001237845,0.0005325399,0.0003428956,0.002397158,0.002844113],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398475,"about_ca_system_score_gemma":0.006182482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005944042,"about_ca_topic_score_gemma":0.00270986,"domain_scores_codex":[0.9932865,0.0008264277,0.001170402,0.00148103,0.001801142,0.001434533],"domain_scores_gemma":[0.9939479,0.0024343,0.00102844,0.001040122,0.0003820957,0.001167152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001146618,0.0001467964,0.0002887185,0.0003470723,0.0006136361,0.0001418109,0.06568667,0.000004048468,0.00009389591,0.6180959,0.3095809,0.004885911],"study_design_scores_gemma":[0.0003009147,0.0001368414,0.00002980374,0.0009346435,0.0007925747,0.00004211638,0.0158314,0.000009131758,0.0001057221,0.04893667,0.931809,0.001071145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001032444,0.004733237,0.0002231517,0.007565535,0.07843021,0.0008556642,0.0003186905,0.0003710937,0.90647],"genre_scores_gemma":[0.0401672,0.001225903,0.000493187,0.001485704,0.09429816,0.0002019714,0.0001683921,0.0002285522,0.8617309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6222281,"threshold_uncertainty_score":0.9999043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09771421215057902,"score_gpt":0.4169810124184528,"score_spread":0.3192668002678737,"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."}}