{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009369545,0.0003626667,0.0005605232,0.0002259783,0.0002391771,0.0002599571,0.001493536,0.0001461757,0.00005753747],"category_scores_gemma":[0.002438628,0.0003078627,0.000220796,0.001060114,0.0002056936,0.0005069159,0.0007387162,0.0002951023,0.000007683839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002309075,"about_ca_system_score_gemma":0.0003405935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001744619,"about_ca_topic_score_gemma":0.000004329015,"domain_scores_codex":[0.9974194,0.00002391767,0.0007620134,0.0005225653,0.0007245046,0.0005476229],"domain_scores_gemma":[0.9978873,0.000186971,0.000741673,0.0002980281,0.0006451143,0.0002409257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003473724,0.002148823,0.4332038,0.01227253,0.001302225,0.000004512563,0.08599154,0.01097503,0.2002015,0.03941726,0.1611157,0.05301972],"study_design_scores_gemma":[0.002237508,0.0003973366,0.5675343,0.005018549,0.001254671,0.00003898073,0.04519533,0.1994468,0.166428,0.002567635,0.008099182,0.001781747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772002,0.001133001,0.003574028,0.01415235,0.002220473,0.0007585125,0.00004187063,0.00008579398,0.0008338091],"genre_scores_gemma":[0.9960389,0.0001356324,0.001876527,0.0003376146,0.0001658652,0.00004303715,0.000002429171,0.00004712621,0.001352856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1884718,"threshold_uncertainty_score":0.9999374,"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."}}