{"id":"W3022248415","doi":"","title":"Supplemental Navigation Tools for Website Navigation - A Comparison of User Expectations and Current Practice.","year":2004,"lang":"en","type":"article","venue":"BCS HCI","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Selection (genetic algorithm); Computer science; Website design; World Wide Web; Value (mathematics); Turn-by-turn navigation; Artificial intelligence","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":[0.01115857,0.0002004038,0.0002512349,0.001606556,0.0006674843,0.003061403,0.0005986323,0.000930001,0.002037517],"category_scores_gemma":[0.06853687,0.0002174422,0.0003998187,0.001383517,0.0007222006,0.00349154,0.001130396,0.0006292546,0.0007320003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008993877,"about_ca_system_score_gemma":0.001222081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603642,"about_ca_topic_score_gemma":0.002357476,"domain_scores_codex":[0.9930734,0.003132945,0.000629883,0.0002345003,0.002657141,0.0002721798],"domain_scores_gemma":[0.9449847,0.03832948,0.003733491,0.00154738,0.008448955,0.002956042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001166794,0.001038951,0.473132,0.001460862,0.00008929271,0.0006030047,0.1314385,0.0004509275,0.004021893,0.005092537,0.01118005,0.3703253],"study_design_scores_gemma":[0.00009130042,0.003624746,0.6365737,0.001723274,0.0001714033,0.00299109,0.2897413,0.007499465,0.002980686,0.003394217,0.05093424,0.0002745641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849374,0.001667422,0.003700705,0.001072077,0.00003870733,0.00006609895,0.0001442759,0.0001387628,0.008234534],"genre_scores_gemma":[0.9957913,0.0006051462,0.002408888,0.0001498122,0.00001086406,0.00006230587,0.0001635238,0.00002339239,0.0007846893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115857,"threshold_uncertainty_score":0.05901289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03364956245103574,"score_gpt":0.3407481639468787,"score_spread":0.307098601495843,"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."}}