{"id":"W2011250537","doi":"10.1177/1077727x08330690","title":"Design Thinking: Promoting Diversity Through Global Immersion","year":2009,"lang":"en","type":"article","venue":"Family and Consumer Sciences Research Journal","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Curriculum; Pedagogy; Cultural diversity; Identification (biology); Engineering; Sociology; Engineering ethics; Engineering management; Mathematics education; Medical education; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003295377,0.0001139573,0.0001458687,0.0001092384,0.01314713,0.0005929359,0.0005280617,0.00004856661,0.0001347066],"category_scores_gemma":[0.00007276594,0.00008513929,0.00006046715,0.0001610609,0.002280731,0.0006329735,0.0001871817,0.0005419769,0.00002521274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009874,"about_ca_system_score_gemma":0.0002911362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002699452,"about_ca_topic_score_gemma":0.00003558439,"domain_scores_codex":[0.997377,0.0005558346,0.0001711125,0.0002508626,0.001096696,0.0005484673],"domain_scores_gemma":[0.9992812,0.0001718532,0.00007328419,0.00007822199,0.0002289674,0.0001664952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002758072,0.0002794026,0.005973547,0.00002818255,0.00008201371,0.0002423278,0.4953044,0.00002182271,0.0006196122,0.2595288,0.03932872,0.1983154],"study_design_scores_gemma":[0.001354465,0.002958537,0.01108136,0.0002785372,0.0000534629,0.0002044497,0.09393226,0.0006324825,0.000105945,0.7324959,0.1561294,0.0007732599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7487248,0.01916179,0.00759679,0.003232969,0.001345955,0.0005448032,0.00001152769,0.00009334589,0.219288],"genre_scores_gemma":[0.9966281,0.0007253574,0.001125821,0.0005532715,0.0003321781,9.613377e-7,3.714773e-7,0.00000292948,0.0006309966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4729671,"threshold_uncertainty_score":0.9881376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060913365888434,"score_gpt":0.3508383558774846,"score_spread":0.1447470192886413,"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."}}