{"id":"W3014312288","doi":"10.16891/725","title":"O USO DA APRENDIZAGEM BASEADA EM PROBLEMAS EM CURSOS DE GRADUAÇÃO DO ENSINO SUPERIOR: UMA REVISÃO SISTEMÁTICA","year":2020,"lang":"pt","type":"article","venue":"Revista Interfaces: Saúde, Humanas e Tecnologia","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Psychology","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":[0.0143455,0.0009545767,0.001189657,0.004944543,0.005190353,0.01860029,0.002633462,0.002729018,0.006368448],"category_scores_gemma":[0.03052533,0.0006414506,0.001234681,0.006781169,0.006429625,0.01112176,0.006232842,0.002433362,0.001148319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056534,"about_ca_system_score_gemma":0.01826385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03506691,"about_ca_topic_score_gemma":0.04146485,"domain_scores_codex":[0.983491,0.007616607,0.001363822,0.002141435,0.004363544,0.001023519],"domain_scores_gemma":[0.9694183,0.01601679,0.00309016,0.00234016,0.007650028,0.001484478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002815933,0.0009028772,0.08497325,0.006174994,0.0002307647,0.0007742242,0.1469584,0.005119128,0.006002815,0.06353311,0.01085737,0.6741914],"study_design_scores_gemma":[0.0001044936,0.001136396,0.1279269,0.006975174,0.0005390267,0.001419374,0.3511128,0.02215832,0.01004649,0.0917532,0.3864023,0.0004256312],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5376385,0.02031959,0.2089124,0.0396123,0.000932792,0.003089805,0.001125408,0.001517806,0.1868513],"genre_scores_gemma":[0.8516245,0.01185589,0.1146074,0.001162062,0.0001318126,0.0007969951,0.0005647175,0.0001746833,0.01908193],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03506691,"threshold_uncertainty_score":0.0766573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08590708115905898,"score_gpt":0.3277484257714018,"score_spread":0.2418413446123429,"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."}}