{"id":"W3002451460","doi":"10.24908/pceea.vi0.13829","title":"CAD / ARDUINO INTRODUCTORY WORKSHOPS IN FIRST YEAR ENGINEERING PROJECT-BASED COURSE A WAY TO GET STUDENTS TO DESIGN AND BUILD HIGH QUALITY PROTOTYPES","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Mechatronics Education and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Quality (philosophy); Engineering management; Mandate; Computer science; Engineering; Software engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001317453,0.001908479,0.0006866424,0.00103909,0.0007824371,0.002098422,0.001864403,0.00117187,0.151892],"category_scores_gemma":[0.003104314,0.0006613368,0.0006997902,0.0006087904,0.0003389573,0.001435059,0.002666999,0.002503843,0.07937668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005128251,"about_ca_system_score_gemma":0.0009340357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000225849,"about_ca_topic_score_gemma":0.0006521972,"domain_scores_codex":[0.9989432,0.0001835567,0.00006094414,0.0002371269,0.0004021527,0.000173081],"domain_scores_gemma":[0.9970293,0.0003101902,0.000134412,0.000370519,0.000890285,0.001265243],"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":[0.0005938058,0.002934196,0.001287107,0.000888722,0.00002334249,0.001102616,0.001470537,0.002556254,0.05424163,0.009629843,0.3922466,0.5330253],"study_design_scores_gemma":[0.0002656993,0.001660844,0.004950115,0.0003290442,0.00002638428,0.001275134,0.000736747,0.004217732,0.0260766,0.007349081,0.9530067,0.0001059159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06704818,0.001346489,0.4533688,0.005149461,0.007010981,0.002941185,0.002489794,0.04409411,0.4165511],"genre_scores_gemma":[0.1059264,0.001471569,0.35022,0.0022209,0.001096626,0.002418909,0.003550008,0.004208681,0.528887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.151892,"threshold_uncertainty_score":0.5081294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007271411574674951,"score_gpt":0.241472795114931,"score_spread":0.234201383540256,"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."}}