{"id":"W4405765010","doi":"10.24908/pceea.2024.18503","title":"What Do Stakeholders Value? Integrating Value Sensitive Design Techniques into an Impacts-Focused Design Course","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Waterloo","funders":"University of Waterloo","keywords":"Value (mathematics); Course (navigation); Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01874973,0.001030841,0.0003911594,0.001421839,0.001729203,0.006341869,0.001940832,0.001330921,0.004274834],"category_scores_gemma":[0.01952854,0.000660829,0.0005812038,0.000808223,0.002350006,0.005026737,0.00385558,0.002994171,0.0008249065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003632822,"about_ca_system_score_gemma":0.004233217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005384042,"about_ca_topic_score_gemma":0.001484544,"domain_scores_codex":[0.9910828,0.005879956,0.0003136489,0.0005766293,0.001643245,0.0005036393],"domain_scores_gemma":[0.980555,0.0137202,0.0009644648,0.001777959,0.001830663,0.001151706],"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":[0.0003510464,0.003514886,0.0121467,0.001290621,0.0001069877,0.0007641636,0.1021722,0.009722712,0.03486471,0.1022353,0.007951256,0.7248794],"study_design_scores_gemma":[0.0003999691,0.003463659,0.0204554,0.002194003,0.0002342671,0.001704689,0.07929104,0.06155451,0.07573722,0.3462696,0.4083559,0.000339701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2842537,0.000253627,0.6497645,0.00556352,0.0001768727,0.002226399,0.000115542,0.0006987481,0.05694693],"genre_scores_gemma":[0.4797135,0.0003585932,0.5082615,0.0005871717,0.00003322301,0.001224707,0.0001086133,0.0001420256,0.009570547],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01874973,"threshold_uncertainty_score":0.09915924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290682644153978,"score_gpt":0.2609110838761393,"score_spread":0.2380042574345995,"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."}}