{"id":"W2116336519","doi":"10.1109/wi.2006.6","title":"A Comparative User Study of Web Search Interfaces: HotMap, Concept Highlighter, and Google","year":2006,"lang":"en","type":"article","venue":"","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Search engine; Information retrieval; World Wide Web; Web search engine; Visualization; Search analytics; User interface; Metasearch engine; Web search query; Web page; Semantic search; Human–computer interaction; 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":[0.007423403,0.0008923384,0.001048097,0.00178304,0.0006380663,0.001263078,0.0005369124,0.0008944728,0.002718774],"category_scores_gemma":[0.04412601,0.0004216346,0.0006470818,0.001133456,0.0006125306,0.002644056,0.00105968,0.00058468,0.0003445501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003251574,"about_ca_system_score_gemma":0.0002386805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322008,"about_ca_topic_score_gemma":0.001415945,"domain_scores_codex":[0.9952624,0.003179833,0.0005022034,0.0002706869,0.0005807104,0.0002040942],"domain_scores_gemma":[0.9102194,0.08068395,0.001612406,0.001664834,0.004696354,0.001122953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05412716,0.01382563,0.2861969,0.01148724,0.001621474,0.00213183,0.2028895,0.003223418,0.08164842,0.001848169,0.006544807,0.3344555],"study_design_scores_gemma":[0.0034464,0.1144097,0.6843163,0.001002057,0.002249135,0.004163274,0.0874111,0.02949262,0.05708049,0.001335494,0.01394172,0.001151685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980097,0.0001963145,0.0008706517,0.00002613297,0.000009775593,0.00009743302,0.00007790109,0.00005090552,0.0006610727],"genre_scores_gemma":[0.9952731,0.0002163293,0.003205541,0.0000652788,0.00002048527,0.0003142705,0.0002022136,0.00006004699,0.0006428024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007423403,"threshold_uncertainty_score":0.03925914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03368481356550434,"score_gpt":0.2991484486931562,"score_spread":0.2654636351276518,"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."}}