{"id":"W2025969569","doi":"10.1145/1125451.1125533","title":"AuraOrb","year":2006,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Heuristics; Focus (optics); Notification system; Orb (optics); Heading (navigation); Set (abstract data type); Task (project management); Human–computer interaction; World Wide Web; Computer vision; Engineering; Operating system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006034474,0.0006296845,0.0004707383,0.0004867968,0.0005060893,0.001252937,0.001343244,0.0006710252,0.02949819],"category_scores_gemma":[0.001859543,0.0003054083,0.0004217612,0.0004560874,0.0002467282,0.001235568,0.001283124,0.0005800275,0.01282698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002118033,"about_ca_system_score_gemma":0.0004414378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001381067,"about_ca_topic_score_gemma":0.002013603,"domain_scores_codex":[0.9994141,0.00008786283,0.00003126655,0.0001092382,0.0002863419,0.00007136307],"domain_scores_gemma":[0.9988545,0.0002908935,0.00009036935,0.0003869785,0.0002696184,0.0001076732],"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":[0.002175459,0.0004130211,0.003899679,0.001543162,0.00006477768,0.000804644,0.001158602,0.001740426,0.06428474,0.01052465,0.1490122,0.7643787],"study_design_scores_gemma":[0.0001769845,0.0008048326,0.008223235,0.0002328413,0.0001238617,0.002273506,0.0003086364,0.0132073,0.02551548,0.003104266,0.9459189,0.000110252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1251667,0.005473927,0.2960936,0.001397,0.001126845,0.00114658,0.004383696,0.2053873,0.3598244],"genre_scores_gemma":[0.5258238,0.002692746,0.2065331,0.001676476,0.0004418762,0.0009451329,0.007399261,0.007746907,0.2467407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9705018,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3188492016146856,"score_gpt":0.4579981447824913,"score_spread":0.1391489431678057,"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."}}