{"id":"W4391599106","doi":"10.18260/1-2--43394","title":"How We Teach: Capstone Design","year":2024,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Capstone; Computer science; Software engineering; Human–computer interaction; Computer security","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":[0.006545504,0.0006768758,0.0002910477,0.001786093,0.001884319,0.005818555,0.001766078,0.001239561,0.06518206],"category_scores_gemma":[0.02047076,0.0003720064,0.0003654803,0.002071849,0.001339975,0.003149121,0.003697535,0.002200166,0.0170159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005247675,"about_ca_system_score_gemma":0.007587234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412465,"about_ca_topic_score_gemma":0.005375769,"domain_scores_codex":[0.9903026,0.004399359,0.0004754449,0.0005485356,0.003342317,0.0009317054],"domain_scores_gemma":[0.9809106,0.003519141,0.001970551,0.001910439,0.006099482,0.005589742],"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":[0.00007179851,0.0004623413,0.01254488,0.001032623,0.00002119803,0.0002324562,0.00514395,0.001315592,0.001462698,0.0231945,0.4940399,0.4604782],"study_design_scores_gemma":[0.00001615561,0.000247348,0.01880286,0.001153716,0.0000158258,0.000538456,0.006764191,0.0005684959,0.001656663,0.008147715,0.9620395,0.00004905815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1061358,0.01862354,0.05784693,0.05959307,0.004419446,0.001625258,0.001731331,0.005047869,0.7449767],"genre_scores_gemma":[0.6152136,0.021019,0.0610891,0.0271351,0.00103562,0.002033454,0.002395193,0.001160819,0.2689182],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06518206,"threshold_uncertainty_score":0.2180557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603757229101195,"score_gpt":0.2132549054974744,"score_spread":0.1972173332064625,"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."}}