{"id":"W1995725087","doi":"10.1145/1228175.1228204","title":"AuraOrb","year":2006,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Notification system; Focus (optics); Point of interest; Heuristics; Set (abstract data type); Task (project management); Orb (optics); Human–computer interaction; World Wide Web; Artificial intelligence; Operating system; Engineering","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":[0.0006530425,0.0006763471,0.0004873201,0.0005027681,0.0005269764,0.001316824,0.00141683,0.0006929719,0.03314684],"category_scores_gemma":[0.001963108,0.0003448075,0.0004540027,0.0004353902,0.000249398,0.0012198,0.001399978,0.0006324394,0.01405392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241149,"about_ca_system_score_gemma":0.0004654371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001549743,"about_ca_topic_score_gemma":0.002241521,"domain_scores_codex":[0.9993442,0.0001005278,0.00003682908,0.0001254894,0.0003093827,0.00008362024],"domain_scores_gemma":[0.9987447,0.0003000893,0.00009115709,0.0004480854,0.0002933548,0.000122495],"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":[0.002659733,0.0005323772,0.004538197,0.00146081,0.0000705917,0.0008526918,0.001401179,0.001630027,0.0599249,0.008954718,0.1759847,0.7419901],"study_design_scores_gemma":[0.0002224048,0.0008813133,0.009336818,0.0002308431,0.0001405268,0.001990202,0.0003403249,0.01497655,0.02408383,0.002622452,0.9450565,0.000118179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1333328,0.004082834,0.2589817,0.001231598,0.001123847,0.001408605,0.004823448,0.2479616,0.3470536],"genre_scores_gemma":[0.5257077,0.002067357,0.1830078,0.001714877,0.0004510509,0.001092546,0.008257353,0.009541266,0.2681602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03314684,"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."}}