{"id":"W81616619","doi":"","title":"WHY DO UNIVERSITIES MAKE DISCONTINUOUS CHANGES TO THEIR WEB SITES? EXAMINING THE RELATIVE IMPORTANCE OF FOUR REASONS FOR CHANGE","year":2003,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Web site; Politics; Order (exchange); Variety (cybernetics); Institutional change; State (computer science); Public relations; Political science; World Wide Web; Business; The Internet; Marketing; Computer science; Public administration; Law","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":[0.00400672,0.00009952648,0.0002417852,0.0002506407,0.000260272,0.0002387166,0.0006148141,0.00008189964,6.339617e-7],"category_scores_gemma":[0.001594086,0.00005851753,0.0001664442,0.000705576,0.00001448368,0.002446576,0.00006246576,0.0001146463,0.00000133019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512028,"about_ca_system_score_gemma":0.0001444201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008966482,"about_ca_topic_score_gemma":0.00003140372,"domain_scores_codex":[0.9985209,0.000131595,0.000635476,0.00006054443,0.0004709103,0.0001806236],"domain_scores_gemma":[0.9947331,0.0009231452,0.002829533,0.000260103,0.001210369,0.0000437804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001719027,0.00009433604,0.063809,0.0005554488,0.0008454535,4.116374e-7,0.1426245,0.003328357,0.0002668867,0.719777,0.06138556,0.007141098],"study_design_scores_gemma":[0.002164647,0.0008955648,0.02055709,0.0004163465,0.0001042963,0.00004139977,0.03965338,0.0142319,0.0006872552,0.001941556,0.9189519,0.0003547022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3071375,0.0008839844,0.632596,0.02572011,0.008212497,0.007220265,0.0009036202,0.00009905826,0.01722705],"genre_scores_gemma":[0.9964909,0.00001673643,0.001715627,0.00102522,0.0001288496,0.0000350823,0.000003363536,0.000004942464,0.0005792659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8575663,"threshold_uncertainty_score":0.2386275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05332838964314242,"score_gpt":0.254668083986704,"score_spread":0.2013396943435616,"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."}}