{"id":"W4386363430","doi":"10.1016/j.sheji.2023.04.002","title":"Pluriversal Futures for Design Education","year":2023,"lang":"en","type":"article","venue":"She ji","topic":"Design Education and Practice","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Sociology; Premise; Interdependence; Mainstream; Latin Americans; Political science; Engineering ethics; Pedagogy; Social science; Epistemology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001308578,0.00004447655,0.00003541618,0.00006016775,0.00004537516,0.00002390901,0.00005499467,0.00002972381,0.0001317209],"category_scores_gemma":[0.00006779804,0.00004657498,0.00001818623,0.0001429216,0.000004297539,0.0001033438,0.000003113498,0.00004020022,0.0005277206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002303871,"about_ca_system_score_gemma":0.00006301614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004024738,"about_ca_topic_score_gemma":0.000001470045,"domain_scores_codex":[0.9997384,0.00001355806,0.00005173332,0.00005796233,0.00004315641,0.00009520886],"domain_scores_gemma":[0.9997095,0.000143712,0.000008716923,0.00008289345,0.00002279885,0.00003239789],"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":[0.00000887614,0.00001392849,0.00001581023,0.00003177597,0.00001386404,2.136995e-7,0.001080429,0.004155284,0.002016753,0.00201072,0.9467077,0.04394462],"study_design_scores_gemma":[0.0001306931,0.00001998276,0.001940314,0.000007332472,0.00001684803,0.000002049416,0.001094516,0.01281428,0.002372501,0.002191968,0.9792863,0.0001232189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05927676,0.001900002,0.6964107,0.01214374,0.03824505,0.002962125,0.0000433017,0.006278913,0.1827394],"genre_scores_gemma":[0.941315,0.0002039054,0.03090826,0.000769113,0.001708129,0.0003460569,0.00009994168,0.00007743201,0.02457217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8820382,"threshold_uncertainty_score":0.6782957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200306524113727,"score_gpt":0.2900651680871054,"score_spread":0.2580621028459681,"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."}}