{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01589152,0.0007827824,0.0003703368,0.001853685,0.006055871,0.01451851,0.001577998,0.006631783,0.07484142],"category_scores_gemma":[0.01051372,0.0004054186,0.0007772386,0.001782175,0.008797784,0.01728415,0.01592562,0.006279006,0.007833369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00592324,"about_ca_system_score_gemma":0.01071652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002147454,"about_ca_topic_score_gemma":0.005956366,"domain_scores_codex":[0.9924592,0.004477649,0.0003805457,0.0004783634,0.00148028,0.0007238878],"domain_scores_gemma":[0.9896869,0.003980202,0.0004141691,0.001998128,0.001377515,0.00254303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001716226,0.00004830473,0.0001953437,0.0001580373,0.000003550655,0.00007754504,0.003672491,0.000203115,0.0001651721,0.8070734,0.08038385,0.108002],"study_design_scores_gemma":[0.000002718575,0.00001220359,0.00009314938,0.0003235489,0.000001215378,0.00007349192,0.00226925,0.0001111888,0.00009897522,0.09344728,0.9035602,0.00000674175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005310797,0.03256195,0.04183899,0.1459215,0.01002204,0.00008746867,0.0001869147,0.0005629805,0.7635073],"genre_scores_gemma":[0.2779473,0.03620559,0.07047328,0.01659387,0.002523469,0.0005105533,0.0006819895,0.0006107779,0.5944532],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07484142,"threshold_uncertainty_score":0.2503695,"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."}}