{"id":"W4416093248","doi":"10.3991/ijep.v15i6.56353","title":"Understandings of Social Justice in Engineering Education","year":2025,"lang":"","type":"article","venue":"International Journal of Engineering Pedagogy (iJEP)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Social justice; Element (criminal law); Economic Justice; Social engineering (security); Engineering education; Politics; Exploratory research; Root (linguistics)","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":[0.01941934,0.0004667035,0.0005373128,0.003576934,0.01172824,0.01074752,0.001207093,0.003319876,0.003357797],"category_scores_gemma":[0.01779281,0.0002875825,0.0005057291,0.00129604,0.04702992,0.01108591,0.01152121,0.005199848,0.0002485026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006224235,"about_ca_system_score_gemma":0.006663059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620997,"about_ca_topic_score_gemma":0.004525823,"domain_scores_codex":[0.9727383,0.02114269,0.000661737,0.0008828858,0.002761069,0.001813236],"domain_scores_gemma":[0.9808934,0.01332272,0.002106201,0.0007869962,0.001375593,0.001515177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001822347,0.00014166,0.006557122,0.0001486573,0.00001347116,0.0003865698,0.6343504,0.0006694064,0.0004902669,0.3305939,0.001036586,0.02559365],"study_design_scores_gemma":[0.000008660112,0.00008171577,0.007065995,0.0007026231,0.0000103047,0.0004097839,0.5868918,0.001310788,0.0004757744,0.3382962,0.06470572,0.0000406247],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6886725,0.004563535,0.03512221,0.0514635,0.0002547851,0.0001164381,0.00001813335,0.00005112023,0.2197378],"genre_scores_gemma":[0.9968161,0.0004475248,0.000900066,0.0005927075,0.0000197974,0.00002128611,0.000003619192,0.000008073003,0.001190821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01941934,"threshold_uncertainty_score":0.1027005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381401872372632,"score_gpt":0.364716852365273,"score_spread":0.3409028336415467,"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."}}