{"id":"W1880292165","doi":"10.24908/pceea.v0i0.3916","title":"DESIGN OF A SIMPLIFIED-THEORY, HANDS-ON MICROCONTROLLER-BASED DESIGN LAB FOR USE BY FIRST YEAR STUDENTS","year":2011,"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 Saskatchewan","funders":"","keywords":"Lock (firearm); Microcontroller; Key (lock); Computer science; Software engineering; Embedded system; Engineering; Operating system; Mechanical 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":[0.00173786,0.001181141,0.0008986592,0.0009673683,0.0008286329,0.001538413,0.003735255,0.0009117064,0.03018762],"category_scores_gemma":[0.003884473,0.0009141629,0.0004980597,0.0003733038,0.0005961063,0.00108724,0.001300568,0.001070434,0.0107436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008218047,"about_ca_system_score_gemma":0.002686283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007684199,"about_ca_topic_score_gemma":0.0009090902,"domain_scores_codex":[0.9988258,0.0003160976,0.00007017831,0.0002840249,0.0003298167,0.0001740586],"domain_scores_gemma":[0.9972752,0.0005965382,0.0001371814,0.000475845,0.0008754633,0.0006397719],"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":[0.002786015,0.009174092,0.007469527,0.001636122,0.000115907,0.0008208902,0.001984397,0.02659282,0.3356208,0.01104047,0.03094221,0.5718169],"study_design_scores_gemma":[0.003762848,0.02615601,0.02008562,0.0006398939,0.0003343406,0.001973235,0.001965669,0.2137793,0.3780096,0.007150833,0.3455536,0.0005890062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07739533,0.00007610036,0.8690588,0.0004161034,0.000308133,0.01046672,0.0007004222,0.0216262,0.01995218],"genre_scores_gemma":[0.2175768,0.00009573712,0.7472938,0.000455037,0.00006854792,0.008863717,0.0006830166,0.0009614493,0.02400192],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03018762,"threshold_uncertainty_score":0.1009876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607879267068168,"score_gpt":0.2094035514389588,"score_spread":0.1933247587682771,"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."}}