{"id":"W4405675688","doi":"10.24908/pceea.2024.18535","title":"Work in Progress: A Missing Narrative of Violence in Engineering Education","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Alberta","keywords":"Narrative; Work (physics); Engineering ethics; Sociology; Psychology; Engineering; Linguistics; Philosophy; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01991069,0.0007168131,0.0007236966,0.001996325,0.03216713,0.0218381,0.003564451,0.004063449,0.003802406],"category_scores_gemma":[0.02466583,0.0004416574,0.0004048057,0.002096433,0.06663461,0.01453356,0.01319565,0.01113053,0.0005993862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03107023,"about_ca_system_score_gemma":0.04939904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1934859,"about_ca_topic_score_gemma":0.2419489,"domain_scores_codex":[0.9708655,0.01867746,0.0006532185,0.001154799,0.006185679,0.00246338],"domain_scores_gemma":[0.9752465,0.012446,0.001526362,0.001844311,0.004686533,0.004250392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002026757,0.00004980785,0.001691925,0.0001273648,0.000007162785,0.0004174487,0.6946799,0.0002933864,0.000256456,0.2724131,0.009220664,0.02082258],"study_design_scores_gemma":[0.00000455016,0.00002524392,0.001375707,0.0006475229,0.000009552124,0.0002417097,0.691426,0.0004399801,0.0006386858,0.0385637,0.2665838,0.00004354497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2688701,0.009107098,0.04061023,0.2626099,0.001929135,0.000236595,0.0002673913,0.0001941313,0.4161755],"genre_scores_gemma":[0.972772,0.001950435,0.003497975,0.002951761,0.00007268735,0.00005654508,0.00004862391,0.00006918356,0.01858066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1934859,"threshold_uncertainty_score":0.3847195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024830674543754,"score_gpt":0.3180893772253878,"score_spread":0.2878410704799503,"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."}}