{"id":"W1525177553","doi":"10.24908/pceea.v0i0.3699","title":"THE USE OF LEGO ® SERIOUS PLAY IN THE ENGINEERING DESIGN CLASSROOM","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Strong","keywords":"Entrepreneurship; Experiential learning; Disruptive innovation; Strict constructionism; Intuition; Constructivism (international relations); Constructionism; Computer science; Process (computing); Construct (python library); Sociology; Knowledge management; Engineering management; Engineering ethics; Psychology; Pedagogy; Engineering; Business; Marketing; Political science; Cognitive science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047016,0.0001762263,0.0001570094,0.0002517967,0.0001329108,0.0001385956,0.0005391282,0.000142397,0.00001868505],"category_scores_gemma":[0.001853791,0.0001348722,0.00007487243,0.0007779849,0.00001895238,0.0004526189,0.00001404164,0.0003858762,0.000007816102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009167496,"about_ca_system_score_gemma":0.0003899153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003528457,"about_ca_topic_score_gemma":0.002776258,"domain_scores_codex":[0.9987837,0.00002438844,0.0004044355,0.0001293162,0.0003067584,0.0003514231],"domain_scores_gemma":[0.9986867,0.000467501,0.0002424973,0.0001912266,0.0003028169,0.0001092972],"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":[0.00005793246,0.0005567184,0.08551995,0.001260194,0.001011728,0.000001453976,0.08113416,0.2622555,0.02130996,0.1028581,0.4289443,0.01508994],"study_design_scores_gemma":[0.0004796973,0.00005934718,0.409312,0.0003349413,0.0001774776,0.00002738205,0.002615103,0.07188357,0.01149596,0.0004205276,0.5023458,0.0008482644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928326,0.002043559,0.003516561,0.01672729,0.01896573,0.005803937,0.00009785268,0.0008241033,0.02369501],"genre_scores_gemma":[0.996402,0.00006237152,0.002538992,0.0001544622,0.0001029881,0.0001118666,0.000002583504,0.00004616304,0.0005785191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.323792,"threshold_uncertainty_score":0.5499929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061975579344994,"score_gpt":0.2028570232388153,"score_spread":0.1722372674453653,"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."}}