{"id":"W4403794051","doi":"10.24908/pceea.2023.17017","title":"Experiences of Engineering Education Research Faculty Members in Canada: A Collaborative Autoethnography","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Autoethnography; Engineering ethics; Sociology; Pedagogy; Medical education; Engineering; Medicine; Social 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007352216,0.0009009711,0.001116695,0.002778723,0.03752877,0.008186434,0.002790797,0.002796076,0.003191354],"category_scores_gemma":[0.01483881,0.000793309,0.0005808402,0.003858436,0.01544554,0.003423225,0.008219782,0.005124156,0.0005256963],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04454743,"about_ca_system_score_gemma":0.05337455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8214141,"about_ca_topic_score_gemma":0.9177165,"domain_scores_codex":[0.9897305,0.00495143,0.0002920423,0.001014231,0.001361841,0.002650029],"domain_scores_gemma":[0.9839084,0.00825426,0.0008866041,0.0005421403,0.002759361,0.003649289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002196871,0.00003264659,0.002528186,0.00002716471,0.000003017075,0.000534517,0.9922491,0.00003523252,0.00045028,0.0004645588,0.0007240238,0.002929186],"study_design_scores_gemma":[0.000002538993,0.00001775261,0.002426043,0.00006113404,0.000004103818,0.000131686,0.9852239,0.00008627697,0.000222285,0.0000858627,0.01171579,0.00002265995],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838715,0.0007130043,0.001428805,0.00297526,0.000107125,0.0002218766,0.0003079468,0.00004501974,0.01032954],"genre_scores_gemma":[0.9887555,0.0008285231,0.001105441,0.001163549,0.00002824278,0.0001237946,0.0001402009,0.00008572565,0.007768936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9624712,"threshold_uncertainty_score":0.3592752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799108618621506,"score_gpt":0.3692461775048811,"score_spread":0.331255091318666,"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."}}