{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008254057,0.00007411982,0.00009929857,0.00004084893,0.00009988689,0.0001794092,0.0001806418,0.00002558315,0.000005856133],"category_scores_gemma":[0.00001762631,0.00007291489,0.0000300408,0.0001614073,0.00001875075,0.002874345,0.00006134898,0.00005231141,0.000007320371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001891981,"about_ca_system_score_gemma":0.00004920686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003250011,"about_ca_topic_score_gemma":0.000009499379,"domain_scores_codex":[0.999293,0.00002603903,0.0002235473,0.0001830909,0.0001643364,0.0001100059],"domain_scores_gemma":[0.9994225,0.0001441567,0.0001662351,0.0001553636,0.00007016013,0.00004158464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001265089,0.0015348,0.01088283,0.0006307848,0.0001040696,0.000004334979,0.05797472,0.001177377,0.01693763,0.7637117,0.0033757,0.1435396],"study_design_scores_gemma":[0.01494096,0.002868792,0.1118269,0.001486974,0.0002780383,0.00009812553,0.03400672,0.09858546,0.2596817,0.05450911,0.4196734,0.002043769],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.846303,0.0004323626,0.14983,0.002349059,0.0002755749,0.0004998543,0.00005130677,0.00006534731,0.0001935428],"genre_scores_gemma":[0.9308882,0.00000466697,0.0686971,0.0000585977,0.00004775871,0.00003885396,0.0002521072,0.000004569104,0.000008131923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7092026,"threshold_uncertainty_score":0.2973383,"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."}}