{"id":"W1842614498","doi":"10.24908/pceea.v0i0.4002","title":"IS IT TIME TO SEPARATE APPLIED SCIENCE AND ENGINEERING?","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Science and engineering; Term (time); Computer science; Engineering ethics; Engineering research; Engineering management; Management science; Data science; Engineering; Telecommunications","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01821124,0.0007110335,0.00139568,0.001718442,0.01606147,0.02431616,0.002776281,0.01255079,0.01254522],"category_scores_gemma":[0.03356292,0.0006124708,0.0009170674,0.002389133,0.04269066,0.02820157,0.008176054,0.0263076,0.005360989],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02943777,"about_ca_system_score_gemma":0.1022773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2348903,"about_ca_topic_score_gemma":0.3523007,"domain_scores_codex":[0.9819629,0.003411647,0.0007003955,0.001590078,0.008340409,0.003994537],"domain_scores_gemma":[0.9585056,0.01229426,0.002187919,0.001766837,0.01181668,0.01342867],"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":[0.0001553915,0.0001656878,0.00286401,0.0005549633,0.00006543491,0.0001869568,0.007899197,0.0002002652,0.0007191093,0.5464191,0.2621154,0.1786544],"study_design_scores_gemma":[0.00004283228,0.00007586098,0.002437913,0.0007665649,0.00003077917,0.0001787644,0.02005929,0.0001849253,0.0004783878,0.1862315,0.7894151,0.00009804509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001688277,0.0150117,0.003559586,0.9513546,0.01192712,0.00001430102,0.00002599623,0.00007334774,0.01634514],"genre_scores_gemma":[0.1188341,0.02532302,0.01503821,0.7705562,0.01423597,0.0001168584,0.0001126863,0.0002491324,0.0555337],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9839385,"threshold_uncertainty_score":0.4670463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007248688916525028,"score_gpt":0.183454591102683,"score_spread":0.176205902186158,"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."}}