{"id":"W1520720673","doi":"10.24908/pceea.v0i0.3894","title":"ATTITUDE, SKILL, AND KNOWLEDGE: (ASK) A NEW MODEL FOR DESIGN EDUCATION","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ask price; Perspective (graphical); Curriculum; Domain (mathematical analysis); Personality; Task (project management); Psychology; Domain knowledge; Computer science; Mathematics education; Knowledge management; Engineering ethics; Pedagogy; Engineering; Social psychology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001921393,0.0008132701,0.000338987,0.001881217,0.001290323,0.004125696,0.001215811,0.001847711,0.009076511],"category_scores_gemma":[0.004095397,0.0003436807,0.000801141,0.0008941372,0.006183582,0.005447784,0.002787127,0.002642151,0.001885573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003594125,"about_ca_system_score_gemma":0.003725519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005473302,"about_ca_topic_score_gemma":0.005592048,"domain_scores_codex":[0.9974139,0.001328518,0.0001212614,0.0002583223,0.0006010549,0.0002769209],"domain_scores_gemma":[0.9966853,0.001450134,0.0002688836,0.0002906077,0.0008235936,0.0004813997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009204415,0.0004462268,0.01187229,0.0003756177,0.00003330936,0.0001767635,0.02301168,0.003385368,0.001184047,0.8966023,0.004508345,0.05831195],"study_design_scores_gemma":[0.0001005499,0.0005196076,0.01660576,0.0005656356,0.0001150473,0.0005487773,0.01854626,0.02754669,0.001279422,0.8027954,0.1312699,0.0001069748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1130456,0.0007875692,0.3660938,0.02902404,0.0004179809,0.0005767939,0.0005823732,0.0005631343,0.4889087],"genre_scores_gemma":[0.8829429,0.0005591004,0.07878719,0.001550938,0.0001047949,0.0008466748,0.0002965999,0.00006149032,0.03485033],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009076511,"threshold_uncertainty_score":0.03036392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719542122003372,"score_gpt":0.2336019040342737,"score_spread":0.20640648281424,"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."}}