{"id":"W2887770507","doi":"10.24908/pceea.v0i0.9777","title":"EXPERIENCE WITH CAPSTONE PROJECTS BASED ON COLDFIRE MICROCONTROLLERS","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Capstone; Context (archaeology); Engineering management; Architecture; Software engineering; Engineering; Microcontroller; Computer science; Embedded system; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033765,0.0001255607,0.0001340115,0.0002023179,0.0002327795,0.0001172144,0.0005357639,0.00009327375,0.000005966512],"category_scores_gemma":[0.0003916681,0.00009676853,0.00004631548,0.0007160454,0.00003466011,0.0002932122,0.00001869666,0.0001203676,0.0000104118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520511,"about_ca_system_score_gemma":0.001185587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003767916,"about_ca_topic_score_gemma":0.002327298,"domain_scores_codex":[0.998939,0.000005751144,0.0001885053,0.0002408986,0.0003520937,0.0002737806],"domain_scores_gemma":[0.9986699,0.0000386243,0.0002458035,0.0001950462,0.0007098775,0.0001408021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003650798,0.0003051567,0.9107974,0.0005518851,0.0001264636,3.217093e-7,0.02039094,0.002487789,0.005899615,0.008924419,0.04652657,0.003952978],"study_design_scores_gemma":[0.001524695,0.0004400159,0.7709734,0.000993703,0.00004439265,0.00001119611,0.0009551874,0.1368835,0.04402046,0.00008909422,0.04308601,0.0009783622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862887,0.00002032273,0.0006144936,0.005964043,0.001787544,0.0008720219,0.000005286122,0.0001753397,0.004272283],"genre_scores_gemma":[0.9960051,5.67307e-7,0.002629937,0.0005628259,0.0001331501,0.0001028588,8.061956e-7,0.0000118482,0.0005528899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139824,"threshold_uncertainty_score":0.5695987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004006404466060338,"score_gpt":0.1900825084184629,"score_spread":0.1860761039524026,"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."}}