{"id":"W4389246527","doi":"10.54751/revistafoco.v16n11-236","title":"MELHORIA DA EDUCAÇÃO: ENFOQUES E DESAFIOS NA ADMINISTRAÇÃO DA EXCELÊNCIA EM INSTITUIÇÕES DE ENSINO","year":2023,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; Pedagogy; Sociology; Philosophy","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":[0.0180808,0.0004679193,0.0006210252,0.003956445,0.00753453,0.01911815,0.001681872,0.001846973,0.00753305],"category_scores_gemma":[0.02768083,0.0003804194,0.0005740457,0.00690618,0.01048435,0.008032531,0.01016551,0.002303463,0.001181476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009850879,"about_ca_system_score_gemma":0.01667129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00995208,"about_ca_topic_score_gemma":0.01739408,"domain_scores_codex":[0.9812549,0.01188746,0.0008378645,0.001129283,0.003702897,0.001187473],"domain_scores_gemma":[0.9730592,0.01710197,0.001990256,0.002636022,0.003509894,0.001702702],"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":[0.0001480691,0.0002905909,0.02727354,0.001690522,0.00006847747,0.0006701254,0.2731107,0.001209089,0.002263626,0.2643639,0.009109221,0.4198022],"study_design_scores_gemma":[0.0000356976,0.0005792819,0.05639916,0.003841818,0.0001509055,0.0004931037,0.2954597,0.001643504,0.004031865,0.07221061,0.5650032,0.0001510905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4811346,0.02043761,0.04785692,0.03834999,0.0006005177,0.0004603146,0.0002807166,0.0007388354,0.4101405],"genre_scores_gemma":[0.9612552,0.007673608,0.01192766,0.001084909,0.0001268386,0.0002132845,0.00008214197,0.0001060778,0.01753028],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01911815,"threshold_uncertainty_score":0.09562159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1571819133375504,"score_gpt":0.4541968985115031,"score_spread":0.2970149851739527,"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."}}