{"id":"W2133228619","doi":"10.24908/pceea.v0i0.3798","title":"EXPERIENCES WITH INTER-YEAR CAPSTONE DESIGN TEAMS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Capstone; Set (abstract data type); Engineering design process; Engineering education; Psychology; Engineering; Engineering management; Medical education; Mathematics education; Computer science; Mechanical engineering; Medicine","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":[0.02724844,0.00123335,0.0007729619,0.001977107,0.02055206,0.009311588,0.004740702,0.002912584,0.007786694],"category_scores_gemma":[0.04049367,0.001369013,0.001065966,0.001534892,0.005013228,0.004220575,0.01371416,0.005725236,0.00183797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004916159,"about_ca_system_score_gemma":0.004906837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005217516,"about_ca_topic_score_gemma":0.0179709,"domain_scores_codex":[0.9785647,0.01160806,0.0007033758,0.001193151,0.003110256,0.004820416],"domain_scores_gemma":[0.9522468,0.01361417,0.002320744,0.002777563,0.006978808,0.02206198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005596018,0.004261385,0.03415025,0.0003073958,0.00004452383,0.005044046,0.8502147,0.0009969099,0.00139011,0.005803653,0.01600643,0.08122098],"study_design_scores_gemma":[0.0001458509,0.003574457,0.01967357,0.0003011035,0.00004763676,0.003728445,0.7913764,0.001309426,0.002545939,0.00236982,0.174673,0.0002543872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673244,0.0004580898,0.004751299,0.001394675,0.0004528008,0.0003295624,0.00007783928,0.0001144166,0.0250969],"genre_scores_gemma":[0.9810544,0.0003891599,0.002700794,0.0006005985,0.0001074376,0.000269822,0.0001200466,0.00008213933,0.01467549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02724844,"threshold_uncertainty_score":0.1441053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006612704770872616,"score_gpt":0.1689624866207153,"score_spread":0.1623497818498427,"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."}}