{"id":"W2744876291","doi":"10.18260/1-2--13515","title":"Fundamentals Of A First Year Engineering Design And Communication Course: Familiarization, Functionality And Testing","year":2020,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Engineering design process; GRASP; Session (web analytics); Process (computing); Computer science; Design education; Engineering education; Software engineering; Engineering; Engineering management; World Wide Web; Mechanical engineering; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001962269,0.001584342,0.0009466675,0.00105413,0.001508365,0.003051657,0.001851935,0.002185671,0.09921169],"category_scores_gemma":[0.004501225,0.0004863177,0.0006244238,0.0009911408,0.0006276662,0.00122908,0.002407378,0.00258906,0.06377917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992594,"about_ca_system_score_gemma":0.006437971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152841,"about_ca_topic_score_gemma":0.004799766,"domain_scores_codex":[0.9986339,0.0001216789,0.00008597536,0.0002011993,0.0006467639,0.0003103971],"domain_scores_gemma":[0.995483,0.0006085462,0.0002668347,0.000305089,0.001490352,0.001846093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003785196,0.004775276,0.002821542,0.0008816233,0.00001291706,0.0006933588,0.001328006,0.002626304,0.01569759,0.005497647,0.4986883,0.4665988],"study_design_scores_gemma":[0.0001551577,0.002108607,0.02531481,0.0007708861,0.00001588752,0.001388271,0.001304062,0.002745317,0.009930782,0.01296082,0.9432156,0.00008975796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.09630182,0.003876483,0.07968156,0.01942126,0.00793971,0.00578713,0.003881303,0.006132741,0.776978],"genre_scores_gemma":[0.1866068,0.006094247,0.09210325,0.005498994,0.003088062,0.002718465,0.004869686,0.001194287,0.6978262],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09921169,"threshold_uncertainty_score":0.3318962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05260821749550026,"score_gpt":0.2432114587958705,"score_spread":0.1906032413003703,"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."}}