{"id":"W1491073926","doi":"10.24908/ijesjp.v2i1.3516","title":"Towards New Literacies and Social Justice for Engineering Education","year":2013,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Engineering ethics; Curriculum; Social justice; Pedagogy; Engineering education; Sociology; Critical pedagogy; Social constructivism; Engineering; Political science; Engineering management; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113606,0.0001710461,0.0001799203,0.0001987803,0.00006103137,0.0001844241,0.0001535433,0.00008455296,0.00002239518],"category_scores_gemma":[0.0001154864,0.0001825259,0.00006234623,0.00008413808,0.00001107147,0.0003625746,0.00002319719,0.0001920495,0.000003041487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107929,"about_ca_system_score_gemma":0.00009484661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007646451,"about_ca_topic_score_gemma":4.222238e-7,"domain_scores_codex":[0.9991968,0.00000452839,0.0003193493,0.00009528506,0.0002060773,0.0001779921],"domain_scores_gemma":[0.9993849,0.00008166242,0.00007124862,0.00003299678,0.0003187329,0.0001104751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007225578,0.0002934951,0.0001801207,0.007602982,0.001778734,0.00001542812,0.04427504,0.06433432,0.03885478,0.05731444,0.416259,0.3690194],"study_design_scores_gemma":[0.002362141,0.0001392342,0.03239467,0.0007140295,0.001183096,0.0003999134,0.005898113,0.1126598,0.00179196,0.0004593286,0.8404599,0.001537856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6147444,0.01097107,0.3336221,0.01067058,0.02766412,0.0006602473,0.00004047993,0.0004735354,0.001153564],"genre_scores_gemma":[0.9606215,0.0008934743,0.03140492,0.0003089828,0.006179147,0.0000361399,0.00002043921,0.00006892006,0.000466467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4242008,"threshold_uncertainty_score":0.744319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008521593544089821,"score_gpt":0.2632769254438286,"score_spread":0.2547553318997388,"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."}}