{"id":"W2007739699","doi":"10.1145/2702123.2702336","title":"Supporting Subtlety with Deceptive Devices and Illusory Interactions","year":2015,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Autodesk (Canada)","funders":"","keywords":"Computer science; Human–computer interaction; Focus (optics); Set (abstract data type); Modular design; MAGIC (telescope); Data science","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":[0.008852224,0.001622007,0.0008102437,0.0016582,0.001832914,0.005819913,0.001908296,0.002001869,0.005780575],"category_scores_gemma":[0.06736376,0.0004929324,0.0006074932,0.0006190107,0.003487987,0.009474448,0.008011153,0.002626875,0.0006366622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007401676,"about_ca_system_score_gemma":0.001013749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006658606,"about_ca_topic_score_gemma":0.000989832,"domain_scores_codex":[0.9840236,0.007951727,0.001061716,0.001065131,0.005236034,0.0006618254],"domain_scores_gemma":[0.908883,0.06237244,0.009866986,0.01149239,0.005085815,0.002299377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002252436,0.001745102,0.04474378,0.004827603,0.0003417743,0.001331414,0.0403281,0.01268199,0.08410893,0.1052031,0.004807494,0.6976283],"study_design_scores_gemma":[0.0009586437,0.01426743,0.1286823,0.005343412,0.001208019,0.009898748,0.03754363,0.20197,0.1041219,0.3320964,0.1624183,0.001491243],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4839826,0.001596016,0.445445,0.002123188,0.0001990209,0.001164574,0.0001642698,0.001506059,0.06381921],"genre_scores_gemma":[0.9125597,0.000335042,0.08361941,0.0002844042,0.000063483,0.000305109,0.00008290965,0.00008035871,0.002669522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008852224,"threshold_uncertainty_score":0.04681563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3839024135740267,"score_gpt":0.4898391165619226,"score_spread":0.1059367029878959,"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."}}