{"id":"W3183091413","doi":"10.24908/pceea.vi0.14842","title":"NON-MEDICAL MASKS: OPPORTUNITIES FOR STANDARDS EDUCATION AND ONLINE DESIGN PROJECTS","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Process (computing); Sample (material); Test (biology); Computer science; Coronavirus disease 2019 (COVID-19); Engineering management; Engineering design process; International standard; Measure (data warehouse); Engineering; Mechanical engineering; Medicine; Telecommunications","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":[0.007659541,0.001351545,0.0003855689,0.001456109,0.002351799,0.003745638,0.002070517,0.001940342,0.06113527],"category_scores_gemma":[0.01240735,0.0005836422,0.0007471158,0.001009935,0.001304223,0.004664279,0.007787361,0.002540205,0.01757426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209845,"about_ca_system_score_gemma":0.002605309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643472,"about_ca_topic_score_gemma":0.001712524,"domain_scores_codex":[0.9954952,0.002045287,0.00021162,0.0003139494,0.001278658,0.000655299],"domain_scores_gemma":[0.9858528,0.00477631,0.0008232788,0.00158432,0.001216203,0.005747015],"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":[0.0002754298,0.006387138,0.006403434,0.0006610728,0.00001150974,0.002332669,0.01622961,0.001821736,0.01190331,0.02727409,0.1233819,0.8033182],"study_design_scores_gemma":[0.0001546175,0.002819897,0.01159523,0.0007561058,0.00001469471,0.004020398,0.01746233,0.004365734,0.01084973,0.03836489,0.9094769,0.0001195059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2814917,0.001390912,0.2309438,0.01752377,0.001967719,0.004112596,0.001203696,0.006730305,0.4546355],"genre_scores_gemma":[0.3559034,0.001711257,0.4290763,0.001432043,0.0007808044,0.00314237,0.00105257,0.0009852372,0.2059159],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06113527,"threshold_uncertainty_score":0.2045178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604024738680633,"score_gpt":0.2315654771552217,"score_spread":0.2155252297684154,"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."}}