{"id":"W4283216174","doi":"10.3390/educsci12060420","title":"Role of Empathy in Engineering Education and Practice in North America","year":2022,"lang":"en","type":"article","venue":"Education Sciences","topic":"Design Education and Practice","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Empathy; Conceptualization; Engineering ethics; Engineering education; Politics; Discipline; Political science; Poverty; Sociology; Environmental ethics; Public relations; Engineering; Psychology; Social science; Engineering management; Computer science; Social 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":[0.007823988,0.0002490195,0.000402067,0.00202016,0.01269367,0.007206389,0.0008275302,0.003343072,0.003593508],"category_scores_gemma":[0.01364416,0.0003514455,0.0002352672,0.001593569,0.0189532,0.005394288,0.01249425,0.003271308,0.0001630187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007890868,"about_ca_system_score_gemma":0.008986176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421203,"about_ca_topic_score_gemma":0.02086642,"domain_scores_codex":[0.9864059,0.009309961,0.0003364834,0.0007987575,0.001358254,0.001790514],"domain_scores_gemma":[0.9804961,0.01161829,0.00288135,0.0005287581,0.001805953,0.002669572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001945995,0.0001268333,0.01530248,0.0001984219,0.00001373449,0.0007557178,0.9092764,0.00009302613,0.0006269708,0.03280154,0.002917962,0.03786756],"study_design_scores_gemma":[0.00001151315,0.000104072,0.05640609,0.001084841,0.00001711289,0.0008872945,0.8541176,0.0003326111,0.0003041124,0.01658151,0.07010254,0.00005066756],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8089651,0.01226619,0.002555926,0.05379289,0.0002360113,0.0000447012,0.00001481877,0.00003548852,0.1220888],"genre_scores_gemma":[0.9959621,0.001177344,0.0002050046,0.001601503,0.00002235583,0.00001651486,0.000002558245,0.000003723411,0.001008934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421203,"threshold_uncertainty_score":0.05725253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335227273730737,"score_gpt":0.2975902473210643,"score_spread":0.2842379745837569,"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."}}