{"id":"W7128744490","doi":"10.12957/periferia.2025.91536","title":"A PREDOMINÂNCIA DO CONCEITO DE QUALIDADE NAS DIRETRIZES DOS ORGANISMOS INTERNACIONAIS E SUAS REPERCUSSÕES NAS POLÍTICAS EDUCACIONAIS","year":2025,"lang":"","type":"article","venue":"Periferia","topic":"Education and Public Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Perspective (graphical); Principal (computer security); Relevance (law)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006739609,0.0004288052,0.0006424216,0.004578938,0.004617773,0.01250354,0.001124634,0.001615418,0.01713092],"category_scores_gemma":[0.0153371,0.0003738956,0.0005212523,0.007760657,0.00797354,0.006864181,0.005946864,0.002276398,0.001538577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01029867,"about_ca_system_score_gemma":0.01016318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0274756,"about_ca_topic_score_gemma":0.04273218,"domain_scores_codex":[0.9945024,0.002154624,0.0003139089,0.001038568,0.001341403,0.0006489918],"domain_scores_gemma":[0.9834344,0.007671962,0.002793038,0.00136479,0.00350804,0.001227814],"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":[0.0002065412,0.0001293198,0.112794,0.002106667,0.0001387991,0.00052639,0.1396561,0.0008985436,0.001838185,0.525041,0.01258352,0.204081],"study_design_scores_gemma":[0.00002175658,0.0001542015,0.2379433,0.003168431,0.0001854295,0.0005556753,0.1724028,0.0006261572,0.001584551,0.08558842,0.4976444,0.0001249242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.408152,0.02483599,0.01898116,0.03475287,0.0006480193,0.0001360893,0.001578151,0.0002303428,0.5106854],"genre_scores_gemma":[0.964989,0.008595403,0.003923832,0.001192889,0.0001220136,0.00009383888,0.0003251985,0.00007672635,0.02068095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0274756,"threshold_uncertainty_score":0.07472241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909684259763883,"score_gpt":0.3783328762995551,"score_spread":0.3592360337019163,"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."}}