{"id":"W1143141091","doi":"10.24908/pceea.v0i0.5933","title":"SELECTING A MICROCONTROLLER DEVELOPMENT SYSTEM FOR A LABORATORY IN A REAL-TIME INTERFACING COURSE","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Interfacing; Microcontroller; Software engineering; Redevelopment; Computer science; Process (computing); Task (project management); Software; Accreditation; Development environment; Embedded system; Systems engineering; Operating system; Engineering; Computer hardware; Civil engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002412712,0.00100439,0.0006866421,0.001574019,0.0007187589,0.001266957,0.001168723,0.000586889,0.02285393],"category_scores_gemma":[0.003059643,0.0007024726,0.0004982523,0.0005534358,0.0002641076,0.001021198,0.001132514,0.001076369,0.01638194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007855326,"about_ca_system_score_gemma":0.002038982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234754,"about_ca_topic_score_gemma":0.003251371,"domain_scores_codex":[0.9987773,0.0001710109,0.00009405829,0.0001857992,0.0005932728,0.0001785117],"domain_scores_gemma":[0.9976671,0.0004663699,0.0001489431,0.0002510968,0.0009230084,0.0005435382],"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":[0.0003796543,0.0007607187,0.004814656,0.0004241708,0.00002582334,0.0006261005,0.0008294301,0.001387484,0.1311684,0.002697357,0.03819367,0.8186926],"study_design_scores_gemma":[0.0004127057,0.002357467,0.02901008,0.0005174071,0.0001649244,0.002018651,0.0007605364,0.01251692,0.2183744,0.003390879,0.7301927,0.0002834144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0462595,0.001356672,0.8753152,0.0009433814,0.0005128,0.003291177,0.0003350481,0.02371936,0.04826682],"genre_scores_gemma":[0.1086903,0.001585329,0.8170688,0.0008519095,0.0002083475,0.001513161,0.00139269,0.003910188,0.06477934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02285393,"threshold_uncertainty_score":0.07645404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00524084986526951,"score_gpt":0.2031597735697024,"score_spread":0.1979189237044328,"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."}}