{"id":"W1942176338","doi":"10.24908/pceea.v0i0.5895","title":"An Introductory Design Project Case Study: Cardboard Beds for Emergency/Refugee Situations","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"cardboard; Refugee; Mount; Variety (cybernetics); Engineering; Political science; Computer science; Waste management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005885121,0.001399051,0.0004584363,0.001008749,0.007843144,0.002808867,0.003110541,0.004063276,0.008937034],"category_scores_gemma":[0.008060321,0.0006994841,0.0005808123,0.0008092695,0.00306944,0.002130051,0.003346911,0.002418349,0.001769407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003250417,"about_ca_system_score_gemma":0.003762834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00375873,"about_ca_topic_score_gemma":0.01289173,"domain_scores_codex":[0.9919146,0.005672434,0.0002264805,0.0004008129,0.0007690933,0.001016617],"domain_scores_gemma":[0.9941037,0.002192395,0.0003123029,0.0003991539,0.0008551853,0.002137279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001062476,0.02092301,0.03114045,0.004896028,0.000118964,0.05780381,0.4744381,0.01721653,0.01572168,0.0318416,0.07818305,0.2666543],"study_design_scores_gemma":[0.0004192108,0.009189516,0.01357899,0.001073321,0.00005104904,0.01605939,0.5187225,0.008625226,0.008911287,0.006506872,0.4166535,0.0002092082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8728704,0.000723003,0.04848768,0.005443507,0.0003446019,0.005420429,0.0004618359,0.000340735,0.06590785],"genre_scores_gemma":[0.8778039,0.001090931,0.08032288,0.001627083,0.0001002786,0.002177323,0.0002914566,0.0001993262,0.036387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9962413,"threshold_uncertainty_score":0.03112388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320688301019988,"score_gpt":0.2864328315072029,"score_spread":0.243225948497003,"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."}}