{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006234812,0.0007731086,0.0002909875,0.001021118,0.003083245,0.007531913,0.001129308,0.001392597,0.00654975],"category_scores_gemma":[0.005494348,0.0002965836,0.00071874,0.0006164223,0.00826388,0.005360201,0.0126849,0.002616642,0.0008255096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666022,"about_ca_system_score_gemma":0.002970739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004200675,"about_ca_topic_score_gemma":0.001123281,"domain_scores_codex":[0.994707,0.003519815,0.0001332669,0.0003840058,0.0007208946,0.0005349909],"domain_scores_gemma":[0.9969254,0.001453313,0.0001901199,0.0004051854,0.000214271,0.0008116822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001437112,0.0006576789,0.01116869,0.001204927,0.00006181403,0.0006236683,0.2879924,0.001660276,0.01211624,0.3362423,0.01334513,0.3347833],"study_design_scores_gemma":[0.0001397052,0.001044697,0.009671798,0.001047695,0.0001025042,0.001657909,0.1297875,0.001594297,0.007969446,0.3230747,0.5238068,0.0001029961],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.356358,0.001893221,0.1545679,0.01502999,0.0006539432,0.0004965675,0.00004581029,0.0005860059,0.4703686],"genre_scores_gemma":[0.8818737,0.00120054,0.08218735,0.002712558,0.0001155122,0.0004364835,0.00006202389,0.0001774299,0.03123448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007531913,"threshold_uncertainty_score":0.03297323,"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."}}