{"id":"W3127502603","doi":"10.37702/cobenge.2020.2897","title":"USO DE CAE COMO FERRAMENTA DE ENSINO - APRENDIZAGEM NA DISCIPLINA DE MECANISMOS","year":2020,"lang":"pt","type":"article","venue":"Proceedings of the XLVIII Brasilian Congress of Engineering Education","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dassault Systèmes (Canada)","funders":"","keywords":"Computer science","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":[0.006052448,0.0003528427,0.0006010294,0.002067944,0.002315197,0.00991866,0.001178498,0.001555042,0.008580827],"category_scores_gemma":[0.02236643,0.0003042755,0.0004257192,0.002095207,0.003727465,0.005586684,0.003815406,0.001802042,0.0009889713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004237296,"about_ca_system_score_gemma":0.004652791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227871,"about_ca_topic_score_gemma":0.02133263,"domain_scores_codex":[0.9960096,0.001540806,0.0001861483,0.0006825922,0.001199064,0.0003817602],"domain_scores_gemma":[0.9882685,0.004938261,0.0009065604,0.002713659,0.002301644,0.0008713801],"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":[0.00035822,0.0002190647,0.01418951,0.0006116324,0.00005481137,0.0004515547,0.0131136,0.004222862,0.00860052,0.680598,0.009828985,0.2677513],"study_design_scores_gemma":[0.0001872654,0.0004293401,0.03802093,0.001747774,0.0002308066,0.0006616607,0.01909319,0.03154894,0.01227411,0.3541897,0.5414689,0.0001473887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.362482,0.007813155,0.07319384,0.0250368,0.001167317,0.000374846,0.0003662076,0.001217741,0.528348],"genre_scores_gemma":[0.9587294,0.0008944665,0.02108336,0.000311822,0.0001306856,0.00007339092,0.00006343652,0.0001133512,0.01860018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01227871,"threshold_uncertainty_score":0.03200877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201232087207795,"score_gpt":0.3087696489050841,"score_spread":0.2667573280330062,"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."}}