{"id":"W2155829334","doi":"10.24908/pceea.v0i0.3700","title":"TEACHING EXPERIMENTAL DESIGN METHODOLOGY USING TOYS AND SOFTWARE TOOLS","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Software; Computer science; Software engineering; Design of experiments; Software design; Engineering drawing; Systems engineering; Engineering; Software development; Programming language; Mathematics","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":[0.03693012,0.0018725,0.001422816,0.002232786,0.0009389458,0.002613513,0.003211338,0.00168461,0.01633415],"category_scores_gemma":[0.07772916,0.001014919,0.001300308,0.001481876,0.002505749,0.001689513,0.00221725,0.004372019,0.002603827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001770558,"about_ca_system_score_gemma":0.002780571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004245686,"about_ca_topic_score_gemma":0.0006795032,"domain_scores_codex":[0.9711174,0.02142464,0.001663837,0.001897609,0.003390866,0.000505687],"domain_scores_gemma":[0.9037963,0.08015969,0.002510802,0.008290003,0.004228686,0.001014484],"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":[0.001191279,0.004122303,0.001969527,0.009428958,0.0004109713,0.0004501712,0.00763479,0.02013147,0.02120609,0.1992967,0.03126029,0.7028974],"study_design_scores_gemma":[0.004386748,0.01044132,0.003597579,0.00443496,0.0004715557,0.0009107384,0.002463829,0.06195081,0.04355278,0.2944221,0.5729756,0.0003919399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00461086,0.0002937369,0.9752079,0.0005908093,0.0004391879,0.01151523,0.0002093421,0.001043679,0.006089192],"genre_scores_gemma":[0.01731944,0.0005186771,0.9483606,0.0004385329,0.0001187125,0.03128524,0.00009730451,0.0001468243,0.001714633],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03693012,"threshold_uncertainty_score":0.1953076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0946196402451636,"score_gpt":0.2781598184777241,"score_spread":0.1835401782325605,"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."}}