{"id":"W2245658783","doi":"10.18260/1-2--19285","title":"CAPSTONE PROJECTS: UNLEASHING IMAGINATION AND ENGAGING MINDS","year":2020,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Capstone; Set (abstract data type); Capstone course; Computer science; Face (sociological concept); Mathematics education; Engineering ethics; Engineering; Psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006727783,0.0009003605,0.0003474551,0.0006898065,0.002752266,0.008046384,0.001406019,0.001869685,0.01137526],"category_scores_gemma":[0.0167259,0.0003852057,0.0004357088,0.0003672637,0.005613264,0.005797808,0.01089364,0.003955655,0.002883871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009865175,"about_ca_system_score_gemma":0.001590622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002348508,"about_ca_topic_score_gemma":0.0006472551,"domain_scores_codex":[0.9942734,0.003520802,0.0001349502,0.0003000312,0.001310371,0.0004604853],"domain_scores_gemma":[0.9867989,0.004878081,0.000731114,0.0017213,0.001036827,0.004833687],"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":[0.000383479,0.001476566,0.01032916,0.001541236,0.00005352417,0.003731811,0.2178828,0.001918686,0.04394617,0.08724432,0.09001661,0.5414757],"study_design_scores_gemma":[0.00009771706,0.001156271,0.009402034,0.0007651552,0.00002510032,0.005442474,0.08644333,0.002562867,0.01023105,0.06553096,0.8182044,0.0001385832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4298129,0.004393133,0.2715059,0.04348193,0.004010754,0.001118614,0.0001088996,0.002473856,0.2430939],"genre_scores_gemma":[0.8082568,0.003200367,0.1079661,0.00590467,0.001460733,0.0009802452,0.0001205724,0.0006518806,0.07145872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01137526,"threshold_uncertainty_score":0.03805399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382612747810042,"score_gpt":0.2243214507564601,"score_spread":0.2004953232783596,"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."}}