{"id":"W753938548","doi":"10.15764/epi.2015.03002","title":"Innovative Pedagogical Practices in Engineering Education","year":2015,"lang":"en","type":"article","venue":"Education Practice and Innovation","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Engineering ethics; Engineering education; Mathematics education; Engineering management; Engineering; Sociology; Pedagogy; Psychology","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":[0.01214799,0.0005354342,0.0003302358,0.002173935,0.003245732,0.009320561,0.002125448,0.002296754,0.00251025],"category_scores_gemma":[0.01325919,0.00030961,0.0004661141,0.001290706,0.01594875,0.005088636,0.009536987,0.002869941,0.0007976848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683828,"about_ca_system_score_gemma":0.004703015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004501984,"about_ca_topic_score_gemma":0.0008581361,"domain_scores_codex":[0.9843972,0.009841958,0.0005783719,0.00106219,0.003575134,0.0005450838],"domain_scores_gemma":[0.9888359,0.007017712,0.0008727947,0.001331727,0.0009579847,0.0009838874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002008256,0.0006025062,0.00506128,0.00109007,0.00005582076,0.0009974618,0.1273582,0.001240871,0.002827452,0.4752738,0.005409251,0.3800632],"study_design_scores_gemma":[0.00007233788,0.0003160808,0.002887882,0.003604715,0.00003841642,0.00301302,0.05879888,0.001363045,0.002517479,0.3881665,0.5391541,0.00006764731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2010415,0.03437874,0.2406151,0.03959529,0.002085622,0.001014089,0.00002930548,0.0004253352,0.4808151],"genre_scores_gemma":[0.7822688,0.01723191,0.1606618,0.003550044,0.0004416108,0.0007833933,0.00003803771,0.00009275567,0.03493165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01214799,"threshold_uncertainty_score":0.06424552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0731983389186011,"score_gpt":0.3706902273695152,"score_spread":0.2974918884509141,"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."}}