{"id":"W1912735724","doi":"10.24908/pceea.v0i0.4009","title":"DESIGN SEQUENCE EXPERIENCES: A PANEL DISCUSSION","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Design Education and Practice","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Université de Sherbrooke; University of Manitoba","funders":"","keywords":"Panel discussion; Sequence (biology); Session (web analytics); Computer science; Engineering management; Mathematics education; Engineering; Engineering ethics; Psychology; World Wide Web; Business","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":[0.04346423,0.001171289,0.0006294571,0.001106701,0.02133463,0.008942632,0.003280999,0.01308302,0.01880392],"category_scores_gemma":[0.03552465,0.001096782,0.001009617,0.001248659,0.003821259,0.01148379,0.01865936,0.01406539,0.004430001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005710622,"about_ca_system_score_gemma":0.006015162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214286,"about_ca_topic_score_gemma":0.005046674,"domain_scores_codex":[0.9721357,0.01910276,0.0006559046,0.001632849,0.003103394,0.003369434],"domain_scores_gemma":[0.9723964,0.012809,0.000815049,0.001076199,0.00491417,0.007989268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003825216,0.00108371,0.00182747,0.0006284066,0.0000261299,0.002968639,0.6956993,0.0006257597,0.003783288,0.02138645,0.1960024,0.07558601],"study_design_scores_gemma":[0.00005794072,0.0002568441,0.0009646534,0.0004725788,0.000009856899,0.0005663214,0.4359787,0.0002727507,0.001175609,0.003881715,0.5562851,0.00007798003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3102922,0.004229656,0.04483504,0.3314404,0.01712349,0.003052641,0.0007360523,0.0007553344,0.2875353],"genre_scores_gemma":[0.7459372,0.00539729,0.01668605,0.05151235,0.002860493,0.003983504,0.000805245,0.0005591869,0.1722588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04346423,"threshold_uncertainty_score":0.2298636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04852935042350209,"score_gpt":0.2257108406427937,"score_spread":0.1771814902192916,"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."}}