{"id":"W2909548101","doi":"10.24908/pceea.v0i0.13032","title":"Use of a roleplaying exercise to illustrate design stakeholder roles in a first-year design course","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stakeholder; Sustainability; Medical education; Process (computing); Course (navigation); Mathematics education; Psychology; Engineering; Management; Sociology; Pedagogy; Political science; Public relations; Computer science; 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":[0.005735571,0.001685459,0.0006054998,0.0009211904,0.00167908,0.001906216,0.001875454,0.002389167,0.01288058],"category_scores_gemma":[0.01361088,0.0005744729,0.0005619491,0.0004540083,0.001240615,0.001883553,0.002744385,0.002493473,0.002077811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113937,"about_ca_system_score_gemma":0.001130455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280062,"about_ca_topic_score_gemma":0.003742422,"domain_scores_codex":[0.9964839,0.001993481,0.0001767795,0.0003532868,0.0004420232,0.0005505597],"domain_scores_gemma":[0.9823186,0.01286337,0.000742086,0.0008183325,0.0008273114,0.002430261],"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":[0.005179474,0.08666807,0.04984929,0.002243726,0.0001793676,0.0101291,0.283559,0.01947671,0.1253706,0.02358866,0.0723435,0.3214125],"study_design_scores_gemma":[0.002673896,0.04416022,0.1194137,0.001674063,0.0001992371,0.004575646,0.1309296,0.1021359,0.1419098,0.02868848,0.4227989,0.0008405729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462091,0.00007740827,0.02599435,0.002027038,0.0001726587,0.0009596812,0.0002552429,0.0006638775,0.02364071],"genre_scores_gemma":[0.8876281,0.0001752965,0.0823888,0.0007181813,0.00003632254,0.001430016,0.000552328,0.0001439908,0.02692704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01288058,"threshold_uncertainty_score":0.04308987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0491962710266628,"score_gpt":0.2584825206911887,"score_spread":0.2092862496645259,"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."}}