{"id":"W2518901007","doi":"10.4018/978-1-5225-0726-0.ch002","title":"Using a Value Cycle Framework to Analyze Teamwork Capability as a Learning Outcome in Interior Design Studio Courses","year":2016,"lang":"en","type":"book-chapter","venue":"Advances in higher education and professional development book series","topic":"Learning Styles and Cognitive Differences","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Teamwork; Studio; Outcome (game theory); Design studio; Set (abstract data type); Value (mathematics); Work (physics); Knowledge management; Computer science; Engineering management; Engineering; Psychology; Engineering ethics; Management","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":[0.002580287,0.0004699675,0.0003248682,0.003508458,0.0005782987,0.003466036,0.0006546673,0.0004245212,0.003341874],"category_scores_gemma":[0.008246976,0.000141983,0.0007671235,0.003900903,0.0008912766,0.001712183,0.001348246,0.001088271,0.0003258288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230748,"about_ca_system_score_gemma":0.001772013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006477474,"about_ca_topic_score_gemma":0.008052392,"domain_scores_codex":[0.9989648,0.0004633847,0.00004907788,0.00008888602,0.0003333107,0.0001005066],"domain_scores_gemma":[0.9956734,0.003287569,0.0003448647,0.0001077999,0.0004041998,0.0001822094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000182833,0.0009799558,0.3356954,0.0003967933,0.0001918643,0.0002714787,0.01920386,0.01968632,0.002553733,0.1394743,0.00558199,0.4757814],"study_design_scores_gemma":[0.00003185178,0.0007970509,0.6941853,0.000629898,0.0001118167,0.0003219718,0.03068117,0.1242826,0.003562673,0.1274082,0.01786316,0.0001244783],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8658221,0.0005321167,0.08488604,0.0003974386,0.00005186172,0.0004315976,0.0007220797,0.0001628041,0.04699402],"genre_scores_gemma":[0.9605396,0.0002807663,0.0312967,0.00004647045,0.000006667992,0.0005630172,0.0006138937,0.00007364219,0.006579257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006477474,"threshold_uncertainty_score":0.01674199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234960405126299,"score_gpt":0.4048453123920316,"score_spread":0.3524957083407686,"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."}}