{"id":"W2011605101","doi":"10.1075/dd.2.1.04hun","title":"Document design: Complex evolution","year":2001,"lang":"en","type":"article","venue":"Document Design","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Quality (philosophy); Portrait; Computer science; Library science; Sociology; Visual arts; Art; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.001141684,0.0001934066,0.0001683311,0.0001409713,0.0002484036,0.0002935273,0.0007364127,0.00005621634,0.000360562],"category_scores_gemma":[0.00003722434,0.0001676918,0.00007846823,0.0004218318,0.00004612697,0.001083538,0.0001521524,0.0001235236,0.0007084127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394464,"about_ca_system_score_gemma":0.00009437153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003232812,"about_ca_topic_score_gemma":0.000001864314,"domain_scores_codex":[0.9980488,0.0003302865,0.0003925165,0.0003278699,0.0004838488,0.0004167116],"domain_scores_gemma":[0.9988233,0.0001604793,0.0001209734,0.0006734125,0.00008605544,0.0001357054],"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":[0.0003392527,0.0004025483,0.0008985811,0.0000639659,0.0001647235,0.00007863649,0.006993399,0.09019347,0.003399889,0.5476567,0.08455557,0.2652533],"study_design_scores_gemma":[0.002764801,0.001115779,0.01329878,0.0000489449,0.00004568378,0.0002361205,0.0001031346,0.2651435,0.008661493,0.5068651,0.2003338,0.001382824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000564726,0.00004723615,0.9907568,0.001802089,0.0002521354,0.0006373731,4.37731e-7,0.0002931741,0.005646095],"genre_scores_gemma":[0.7096822,0.00001389339,0.2883708,0.001210719,0.00007268966,0.00007162926,0.000005688438,0.000007768023,0.0005647159],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7091174,"threshold_uncertainty_score":0.9105449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106188147281449,"score_gpt":0.275934324695256,"score_spread":0.2348724432224415,"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."}}