{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001605424,0.0002066855,0.0003904386,0.001275399,0.0001393431,0.0001205664,0.001122757,0.0001902485,0.0001432266],"category_scores_gemma":[0.0006931724,0.0002611743,0.0002146814,0.0006716921,0.0000760351,0.0003536649,0.0001600919,0.001018711,0.000003733883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009447929,"about_ca_system_score_gemma":0.001151062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003492249,"about_ca_topic_score_gemma":0.00009614464,"domain_scores_codex":[0.9976406,0.0001633159,0.0009785409,0.0001487539,0.0007686868,0.0003001521],"domain_scores_gemma":[0.9979044,0.0005544914,0.0005323026,0.0001238754,0.000799901,0.00008502055],"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":[0.0005384047,0.002021597,0.005719698,0.002083421,0.002315066,0.00007893961,0.1181308,0.3323296,0.005460792,0.4955901,0.003455033,0.03227658],"study_design_scores_gemma":[0.008838205,0.0007345172,0.1071879,0.01522556,0.001903307,0.000110495,0.2958202,0.06393135,0.002718635,0.003146768,0.4982007,0.00218233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488957,0.004597562,0.05069515,0.02513099,0.03937742,0.0003973467,0.00001716428,0.00008222554,0.03080642],"genre_scores_gemma":[0.9967677,0.0005450773,0.000888079,0.0001653512,0.0009208106,0.000003229814,0.000003416928,0.00001985187,0.0006864922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4947456,"threshold_uncertainty_score":0.999984,"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."}}