{"id":"W2909572446","doi":"10.24908/pceea.v0i0.13081","title":"Introducing and Sustaining Traditional Fabrication Methods in the Context of Teaching Prototyping for Engineering Design","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Rapid prototyping; Context (archaeology); Engineering management; Engineering education; Creativity; Engineering; Computer science; Manufacturing engineering; Systems engineering; Mechanical engineering","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":[0.01351975,0.0005016623,0.0003063485,0.001142129,0.004013029,0.005007088,0.002222516,0.001235941,0.005009471],"category_scores_gemma":[0.0137906,0.0003634879,0.0003697577,0.0009656211,0.006496774,0.003464429,0.006254917,0.002543382,0.00119965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006278953,"about_ca_system_score_gemma":0.01326502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01167208,"about_ca_topic_score_gemma":0.04547911,"domain_scores_codex":[0.9892323,0.004646924,0.0002471495,0.0005495994,0.004361901,0.0009620234],"domain_scores_gemma":[0.9840589,0.008736538,0.001037202,0.001877813,0.002576339,0.001713237],"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":[0.00008397179,0.0006176243,0.003910548,0.001237043,0.00002496776,0.000974738,0.06069372,0.003032408,0.02024988,0.2024364,0.01162422,0.6951145],"study_design_scores_gemma":[0.00005618933,0.0008919032,0.009209637,0.001687054,0.00004601706,0.002218315,0.05134378,0.00463476,0.03290445,0.07946043,0.8174081,0.0001393457],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2458776,0.00969543,0.4177381,0.02303182,0.001217224,0.0006507203,0.00004578557,0.0009980999,0.3007452],"genre_scores_gemma":[0.6448902,0.00547475,0.3059535,0.001767259,0.0001551436,0.0002924439,0.00003379384,0.0002827689,0.04115004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01351975,"threshold_uncertainty_score":0.07150012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338923516368254,"score_gpt":0.2795981953965709,"score_spread":0.2562089602328884,"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."}}