{"id":"W3116807230","doi":"","title":"O uso de Metodologias Ativas no processo de aprendizagem: ensino disruptivo na graduação","year":2020,"lang":"pt","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01455454,0.0004929893,0.0007615293,0.003821219,0.002720184,0.01095943,0.001372054,0.001448969,0.003378303],"category_scores_gemma":[0.05936697,0.000388298,0.000525016,0.004941151,0.003805642,0.005023371,0.00346027,0.001360855,0.0005381177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006819041,"about_ca_system_score_gemma":0.008635029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008476727,"about_ca_topic_score_gemma":0.00930405,"domain_scores_codex":[0.9848867,0.007130165,0.001205304,0.001528395,0.004544691,0.0007047079],"domain_scores_gemma":[0.9296486,0.03915148,0.01217338,0.004715854,0.01228851,0.00202224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006435902,0.0007809527,0.2983029,0.002974711,0.0002519604,0.0005002365,0.2046618,0.002002065,0.01100286,0.04631314,0.002730643,0.4298351],"study_design_scores_gemma":[0.00007667049,0.001471038,0.5717072,0.001891768,0.0004628879,0.0007618794,0.2374081,0.005521921,0.01852845,0.0504989,0.1114205,0.0002506799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9120557,0.004153562,0.02550862,0.004770058,0.0001390195,0.0004297488,0.0003064526,0.0003186667,0.05231821],"genre_scores_gemma":[0.9856506,0.001226165,0.009038236,0.0001785552,0.00003152435,0.0001720023,0.00005670552,0.00003300879,0.003613204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01455454,"threshold_uncertainty_score":0.07697272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3433934007081287,"score_gpt":0.4538988243279031,"score_spread":0.1105054236197744,"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."}}