{"id":"W2053615882","doi":"10.1002/bult.2006.1720320510","title":"The confluence of research and practice in information architecture","year":2007,"lang":"en","type":"article","venue":"Bulletin of the American Society for Information Science and Technology","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Architecture; Summit; Computer science; Field (mathematics); Data science; World Wide Web; Sociology; Visual arts; Geography; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0089258,0.00006508424,0.0001170612,0.0003021947,0.0004982366,0.00009095195,0.0009867084,0.00004557633,2.943131e-7],"category_scores_gemma":[0.004491694,0.00003944482,0.00003594252,0.002811389,0.00573364,0.0009221175,0.0005191111,0.0002408149,0.000001431851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003958909,"about_ca_system_score_gemma":0.0001834681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008126216,"about_ca_topic_score_gemma":0.000005599713,"domain_scores_codex":[0.9985356,0.00002810266,0.000474418,0.00009014287,0.0005880137,0.0002836671],"domain_scores_gemma":[0.9961965,0.001443986,0.0005402075,0.0004125671,0.001375818,0.00003090674],"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":[0.00008773398,0.00002050914,0.0007641215,0.00007451567,0.000009781291,3.019327e-8,0.0137558,0.00005465365,0.0005478567,0.3178348,0.00110901,0.6657412],"study_design_scores_gemma":[0.0006785985,0.0005473199,0.02116472,0.000047334,0.000004954519,0.00007871009,0.02948833,0.002361488,0.009981516,0.02049583,0.9149762,0.0001749805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5810285,0.0001837357,0.1896012,0.2136386,0.0002311594,0.00243983,0.0000187129,0.0001374239,0.01272087],"genre_scores_gemma":[0.9632424,0.0000986086,0.03487478,0.001749903,0.000004399457,0.00002118818,4.821577e-7,0.000001141913,0.000007141553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9138672,"threshold_uncertainty_score":0.9969722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310575414002825,"score_gpt":0.3178574700059804,"score_spread":0.3047517158659521,"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."}}