{"id":"W2160165932","doi":"10.1145/2344416.2344420","title":"Navigating tomorrow's web","year":2012,"lang":"en","type":"article","venue":"ACM Transactions on the Web","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; World Wide Web; Visualization; Web modeling; Information retrieval; Web navigation; Information space; Information visualization; Web application; Human–computer interaction; Web page; Data mining","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":[0.001318414,0.0004351476,0.00037739,0.001520744,0.0009448031,0.003556054,0.0006418047,0.0007021895,0.004416447],"category_scores_gemma":[0.006644706,0.0002272374,0.0004156732,0.001506803,0.0005299773,0.003679049,0.001599736,0.000703509,0.0009058512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004209677,"about_ca_system_score_gemma":0.0008140117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008526382,"about_ca_topic_score_gemma":0.01997464,"domain_scores_codex":[0.9995162,0.0002128706,0.00002075863,0.0000876114,0.0001150378,0.00004755334],"domain_scores_gemma":[0.9968095,0.001779057,0.0001453325,0.0006942673,0.0003885598,0.0001832298],"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":[0.001027438,0.0005848612,0.02651303,0.0007433532,0.0002081894,0.0009246416,0.01524174,0.009581982,0.03120926,0.02312499,0.05169601,0.8391445],"study_design_scores_gemma":[0.000381907,0.001148539,0.06094903,0.0009605079,0.0004948698,0.002647541,0.02061277,0.263842,0.04641747,0.1374166,0.4645938,0.0005350068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.610936,0.002983197,0.2886862,0.003403802,0.0002433987,0.0004408963,0.002527324,0.03024662,0.06053247],"genre_scores_gemma":[0.6594182,0.001115905,0.3242107,0.0005345743,0.00006323577,0.0002160932,0.00191232,0.001473841,0.01105511],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008526382,"threshold_uncertainty_score":0.01695353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370615621576551,"score_gpt":0.3128583078292578,"score_spread":0.2757967456716027,"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."}}