{"id":"W4386234647","doi":"10.1007/978-3-031-43088-6","title":"Web Information Systems and Technologies","year":2023,"lang":"en","type":"book","venue":"Lecture notes in business information processing","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of West Attica; Universidad de Valladolid; RWTH Aachen University; Trakya Üniversitesi; University of South Australia; Universidad Carlos III de Madrid; Università di Bologna; Dalhousie University; Tallinna Tehnikaülikool; Libera Università di Bolzano; Jyväskylän Yliopisto; University of New England; Università degli Studi di Torino; Lviv Polytechnic National University; Northumbria University","keywords":"Focus (optics); Computer science; World Wide Web; Web intelligence; Web application; Data science; Web development; The Internet","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004477602,0.001110437,0.0008224922,0.003843008,0.0006158885,0.004508438,0.0006506702,0.0009994297,0.04297162],"category_scores_gemma":[0.001168909,0.000748484,0.0003805615,0.006974243,0.0007637991,0.006896264,0.001597971,0.001831756,0.03999678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009213103,"about_ca_system_score_gemma":0.001020938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421552,"about_ca_topic_score_gemma":0.002545103,"domain_scores_codex":[0.9994494,0.00006012119,0.00002827687,0.0000596606,0.000367274,0.00003523022],"domain_scores_gemma":[0.9996513,0.0001260472,0.00001690875,0.0000808694,0.00008743876,0.00003740271],"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":[0.00001707522,0.00007664745,0.0002025527,0.0004563359,0.00002688129,0.00008942239,0.0002178077,0.0006092621,0.002254471,0.08304834,0.3517442,0.5612571],"study_design_scores_gemma":[0.000004255776,0.00001491308,0.0005059116,0.0002222196,0.00001194002,0.0002164613,0.00006574879,0.0008785618,0.0005364651,0.04637724,0.9511576,0.000008633005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002714688,0.1029429,0.06400387,0.004568737,0.004703863,0.0001889095,0.001199933,0.00272835,0.8169488],"genre_scores_gemma":[0.01232678,0.06279939,0.02613305,0.001549966,0.001875791,0.0001677237,0.002446908,0.001044194,0.8916563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04297162,"threshold_uncertainty_score":0.1437544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138777133348189,"score_gpt":0.2251750073854367,"score_spread":0.2137872360519548,"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."}}