{"id":"W7096580752","doi":"","title":"Effective Integration of Multimedia Courseware in Engineering Education at Ryerson Polytechnic University","year":2000,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Engineering education; Control (management); Power (physics); Work (physics); Engineering design process; Educational technology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00101738,0.0003936643,0.0002948958,0.0008002235,0.0006521129,0.00149437,0.000807696,0.0004739883,0.003187938],"category_scores_gemma":[0.003194034,0.0002207084,0.00023061,0.0003334564,0.0002799712,0.0007555683,0.001965681,0.0005010348,0.0009781594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006716317,"about_ca_system_score_gemma":0.001256688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008112078,"about_ca_topic_score_gemma":0.002327677,"domain_scores_codex":[0.9991001,0.0003193399,0.00003916705,0.0001310297,0.0002572537,0.0001531669],"domain_scores_gemma":[0.9987883,0.0003642833,0.0001477107,0.0001635271,0.0001394225,0.000396739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002226185,0.004314633,0.01460609,0.0002211861,0.00002737094,0.0004789291,0.002137538,0.001610206,0.02785415,0.001653144,0.002262566,0.9446115],"study_design_scores_gemma":[0.0005908709,0.02795262,0.5337166,0.001242442,0.0006151806,0.005325831,0.01185905,0.02472338,0.1977182,0.007551903,0.1884101,0.0002938696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630608,0.0006740616,0.02122331,0.0007278536,0.00006058558,0.0002461838,0.00002501907,0.0006970768,0.01328504],"genre_scores_gemma":[0.9407811,0.0005357372,0.04827214,0.0002569021,0.00006988983,0.0002164364,0.00007861762,0.0000550517,0.009734237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003187938,"threshold_uncertainty_score":0.01066464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002190729279527427,"score_gpt":0.1892089860752317,"score_spread":0.1870182567957042,"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."}}