{"id":"W4408112944","doi":"10.48209/978-65-5417-442-0","title":"UMA REVISÃO BIBLIOGRÁFICA SOBRE O CURRÍCULO INTEGRADO NA EDUCAÇÃO PROFISSIONAL E TECNOLÓGICA","year":2025,"lang":"pt","type":"book-chapter","venue":"","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Council for Canadian Studies","keywords":"Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002211453,0.0009837459,0.001013199,0.003156077,0.002445287,0.000677942,0.001651513,0.001716079,0.1515268],"category_scores_gemma":[0.001278596,0.000836526,0.0007631487,0.002292539,0.001029902,0.00108412,0.0003702001,0.002506196,0.004881177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970985,"about_ca_system_score_gemma":0.005143708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071778,"about_ca_topic_score_gemma":0.0006284386,"domain_scores_codex":[0.9941874,0.0005922653,0.001302373,0.001538099,0.001469284,0.0009105632],"domain_scores_gemma":[0.9941023,0.002154263,0.001143559,0.0009793548,0.0009566445,0.0006638686],"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":[0.00006696116,0.0002432877,0.000313272,0.000203294,0.0002257876,0.00000778112,0.003386575,1.483917e-7,0.000004335663,0.5170948,0.3680647,0.110389],"study_design_scores_gemma":[0.000222796,0.00012136,0.0002026901,0.001492205,0.0003657339,0.00001122699,0.01239601,0.00001313104,0.00002082025,0.01428005,0.9699056,0.0009683913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000512283,0.004383302,0.0001164335,0.08093946,0.005731728,0.001139599,0.0001182905,0.0002493925,0.9072706],"genre_scores_gemma":[0.009058964,0.0279402,0.0008889962,0.003543397,0.00186368,0.00009316584,0.0001881767,0.00006356213,0.9563599],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6018409,"threshold_uncertainty_score":0.9997951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09885961673737086,"score_gpt":0.4155214331822276,"score_spread":0.3166618164448567,"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."}}