{"id":"W1542748591","doi":"","title":"Guiding Faculty in Innovative Curriculum Design","year":2004,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Sheridan College","funders":"","keywords":"Curriculum; Engineering ethics; Mathematics education; Pedagogy; Medical education; Engineering; Sociology; Computer science; Engineering management; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02827974,0.0005043973,0.0003454962,0.002336538,0.00477177,0.01181944,0.002180982,0.003649756,0.007908578],"category_scores_gemma":[0.06209268,0.0007153773,0.0004236446,0.001230604,0.003945795,0.007842342,0.006421126,0.004014695,0.002085844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006461974,"about_ca_system_score_gemma":0.01947965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229189,"about_ca_topic_score_gemma":0.005088419,"domain_scores_codex":[0.9732174,0.01747374,0.0009656915,0.001716492,0.004090965,0.002535704],"domain_scores_gemma":[0.9570815,0.01704497,0.002811807,0.003195415,0.0110554,0.008810928],"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":[0.000212841,0.002173213,0.01729539,0.0004552446,0.00005521009,0.0001557356,0.03648401,0.004019342,0.006697757,0.1507298,0.0567813,0.7249401],"study_design_scores_gemma":[0.0005449976,0.0009778498,0.007292842,0.0008963726,0.0001303281,0.0003804928,0.09023397,0.02949952,0.02766128,0.347624,0.494576,0.0001824827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2134245,0.002082999,0.542829,0.1071137,0.0015554,0.002181888,0.0001400739,0.003099942,0.1275725],"genre_scores_gemma":[0.7086468,0.0006381578,0.2620175,0.005826629,0.0001440154,0.001024366,0.0001438171,0.0003252356,0.02123348],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02827974,"threshold_uncertainty_score":0.1495593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08447433281854658,"score_gpt":0.289436369435857,"score_spread":0.2049620366173105,"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."}}