{"id":"W4400150361","doi":"10.1007/979-8-8688-0324-6_9","title":"Design System Fundamentals","year":2024,"lang":"en","type":"book-chapter","venue":"Design Thinking","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Computer science","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":[0.002311511,0.001033182,0.0006876542,0.002287306,0.001312292,0.006487731,0.002236067,0.001899197,0.2254885],"category_scores_gemma":[0.006502901,0.001052976,0.0008469857,0.00175504,0.0009389257,0.003894797,0.002435477,0.002233132,0.15116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753427,"about_ca_system_score_gemma":0.002052672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876229,"about_ca_topic_score_gemma":0.001751545,"domain_scores_codex":[0.9976302,0.0004150019,0.0002402346,0.000407253,0.001142519,0.0001647241],"domain_scores_gemma":[0.9976709,0.0005320195,0.00008174006,0.0004791848,0.001116054,0.0001200429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001234226,0.00009257221,0.0003954276,0.001037797,0.00001857457,0.0002033249,0.001171241,0.00257351,0.004453453,0.2267267,0.3154159,0.447788],"study_design_scores_gemma":[0.00001492949,0.00002275958,0.0001003067,0.0001395883,0.000004518557,0.000182585,0.00006884069,0.001434643,0.0009437532,0.01310658,0.983968,0.00001342635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.00156963,0.002220528,0.4808594,0.001857299,0.001295842,0.001186682,0.004256982,0.02270746,0.4840462],"genre_scores_gemma":[0.01945277,0.002853155,0.3329243,0.001051671,0.0003338007,0.001426394,0.006654387,0.004482434,0.6308211],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2254885,"threshold_uncertainty_score":0.7543343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05484024551725251,"score_gpt":0.2496107332990342,"score_spread":0.1947704877817817,"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."}}