{"id":"W3140527107","doi":"10.1109/wi.2007.40","title":"ExploringWeb Search Results by Visually Specifying Utility Functions","year":2007,"lang":"en","type":"article","venue":"","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Search engine; Information retrieval; Exploratory search; Search analytics; Visual search; Coding (social sciences); Function (biology); Information needs; World Wide Web; Web search query; Artificial intelligence; Mathematics","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":[0.003661189,0.001581344,0.0009580206,0.003683804,0.0005525295,0.004040496,0.00125544,0.0009333792,0.006190496],"category_scores_gemma":[0.01472006,0.0005915426,0.0009545066,0.002015153,0.0007217014,0.00391108,0.002593605,0.0009865927,0.001880179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007759894,"about_ca_system_score_gemma":0.000836759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003313449,"about_ca_topic_score_gemma":0.004181265,"domain_scores_codex":[0.9986487,0.0005484862,0.0001827044,0.0001349188,0.0003688559,0.0001163421],"domain_scores_gemma":[0.9921343,0.005695886,0.0003876875,0.0007338377,0.0008130457,0.0002352424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003479342,0.0005870477,0.01096984,0.00242637,0.0001583363,0.001332516,0.008093883,0.07015866,0.07727836,0.086996,0.03169103,0.7068285],"study_design_scores_gemma":[0.0003986408,0.0004393496,0.00534801,0.0006295236,0.0001701065,0.000828237,0.002020228,0.6941221,0.08286588,0.1246154,0.08812255,0.0004399513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04759889,0.0004700696,0.9184768,0.000348455,0.00002930036,0.0004130274,0.001424862,0.0245787,0.006659806],"genre_scores_gemma":[0.3867204,0.0007147038,0.6020517,0.000185947,0.00003160181,0.0008761232,0.002091509,0.002702428,0.004625501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006190496,"threshold_uncertainty_score":0.02070934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07226804054369801,"score_gpt":0.3095734374705453,"score_spread":0.2373053969268473,"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."}}