{"id":"W2108241612","doi":"10.24908/pceea.v0i0.3631","title":"“ENGINEER”: WHAT DOES IT MEAN TO OUR STUDENTS?","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Accreditation; Premise; Work (physics); Measure (data warehouse); Foundation (evidence); Computer science; Order (exchange); Engineering education; Engineering management; Engineering ethics; Engineering; Medical education; Business; Database; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004820723,0.0005884607,0.0006239363,0.001563204,0.00665966,0.009637879,0.00122292,0.003904667,0.004193726],"category_scores_gemma":[0.02185799,0.0002071313,0.0003126435,0.002032221,0.01437611,0.006661389,0.003640858,0.005261985,0.002124938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005173843,"about_ca_system_score_gemma":0.009012475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02257422,"about_ca_topic_score_gemma":0.04023298,"domain_scores_codex":[0.9905514,0.003209297,0.0003368274,0.0006262431,0.004212413,0.00106398],"domain_scores_gemma":[0.9863178,0.0021242,0.002484624,0.0005570838,0.003829838,0.00468646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001064604,0.0005215085,0.202805,0.0006944222,0.00007014172,0.0007365739,0.2059487,0.0003384724,0.002294551,0.0984288,0.2175337,0.2705218],"study_design_scores_gemma":[0.0000147114,0.0003337635,0.1142752,0.00118857,0.00005837408,0.001412775,0.3074713,0.0003800768,0.001126381,0.03780971,0.5357857,0.0001433181],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.244828,0.01524128,0.009104738,0.5702205,0.005203758,0.0001032585,0.0002249471,0.0003227045,0.1547508],"genre_scores_gemma":[0.9017985,0.01032001,0.003446927,0.06331785,0.001196907,0.00009926823,0.000144487,0.0001180042,0.01955793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02257422,"threshold_uncertainty_score":0.04488564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007266684787327591,"score_gpt":0.2078371952461383,"score_spread":0.2005705104588107,"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."}}