{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002258661,0.000770636,0.000983052,0.0006059909,0.001702891,0.001801915,0.001809739,0.000841118,0.01851078],"category_scores_gemma":[0.00613649,0.0008012428,0.0005008117,0.002547845,0.001595638,0.0007789265,0.0004580546,0.0008072552,0.0007468582],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383092,"about_ca_system_score_gemma":0.008851545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027603,"about_ca_topic_score_gemma":0.0009551918,"domain_scores_codex":[0.9930711,0.001548843,0.001365551,0.001326015,0.0009613091,0.001727183],"domain_scores_gemma":[0.9956641,0.001030862,0.0004782524,0.001149246,0.0006338008,0.001043716],"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":[0.0002302162,0.0009097618,0.01647563,0.0002004509,0.0004392737,0.00001439403,0.2694835,0.000001141404,0.006377589,0.6050516,0.09215647,0.008659927],"study_design_scores_gemma":[0.001319501,0.0001586911,0.01373285,0.0004520828,0.0002166247,0.00002796712,0.09827023,0.00005137732,0.005444425,0.01147207,0.8677729,0.001081329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7888442,0.003539976,0.0001398717,0.0840857,0.009925697,0.001235954,0.0002110003,0.0003643413,0.1116532],"genre_scores_gemma":[0.9418994,0.001648199,0.0004991725,0.005442309,0.002720761,0.0002137631,0.0000347928,0.00007417375,0.0474675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7756164,"threshold_uncertainty_score":0.9995968,"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."}}