{"id":"W2763178176","doi":"10.24109/2176-6681.rbep.80i194.1005","title":"Institutos Superiores de Educação: desafio para as universidades","year":2019,"lang":"pt","type":"article","venue":"Revista Brasileira de Estudos Pedagógicos","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","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":[0.008014386,0.0002417718,0.0004378348,0.002411878,0.00742327,0.008006864,0.0009236861,0.002264247,0.01423084],"category_scores_gemma":[0.01607812,0.0003074416,0.0003739852,0.004785038,0.005342954,0.003159279,0.00621125,0.003432707,0.0009543611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01296398,"about_ca_system_score_gemma":0.02888582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016626,"about_ca_topic_score_gemma":0.03511631,"domain_scores_codex":[0.9930913,0.002959778,0.0003416941,0.0005688245,0.001639803,0.001398559],"domain_scores_gemma":[0.986918,0.00487414,0.001942011,0.001145363,0.001800107,0.003320233],"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":[0.0000722505,0.000116666,0.0435283,0.0006164553,0.00001861482,0.000518482,0.07276282,0.0003803377,0.0009708558,0.7368129,0.02239131,0.1218109],"study_design_scores_gemma":[0.00003672576,0.0001282545,0.09007797,0.001889879,0.00004857982,0.0004329126,0.05212392,0.0004787716,0.0005521638,0.04079117,0.8133885,0.00005119731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3280227,0.02337542,0.009602666,0.1396989,0.001556252,0.0002729888,0.0005439879,0.0005658559,0.4963612],"genre_scores_gemma":[0.9687331,0.003790087,0.003229724,0.002488814,0.0002789856,0.00007911659,0.00007915893,0.00004646613,0.02127442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.016626,"threshold_uncertainty_score":0.09406072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0640238512224492,"score_gpt":0.3909928504685796,"score_spread":0.3269689992461304,"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."}}