{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009578483,0.00006865089,0.00009345271,0.0001520882,0.00009128298,0.0002854893,0.0001607633,0.00001408511,0.0007634368],"category_scores_gemma":[0.0001990488,0.00004030389,0.00002023175,0.0002673099,0.00005705321,0.001381486,0.00008736071,0.00005601692,0.0004050273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001709768,"about_ca_system_score_gemma":0.00003065055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003848084,"about_ca_topic_score_gemma":0.0004927434,"domain_scores_codex":[0.9988835,0.00002886083,0.0002654261,0.0001499121,0.0005471872,0.0001251169],"domain_scores_gemma":[0.9991742,0.0001594141,0.0001419971,0.0001321615,0.0002686781,0.0001235644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001035952,0.00006712155,0.7599882,0.000004178364,0.00003172478,0.00001157601,0.01394587,0.00006838133,0.00005449571,0.006941478,0.1426414,0.07614195],"study_design_scores_gemma":[0.0008288794,0.000153799,0.3112315,0.00001343853,0.00003601974,0.00003353269,0.1447429,0.006311012,0.0001738694,0.001659615,0.5344993,0.0003162102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184401,0.00001212715,0.0065189,0.001005763,0.000124415,0.00009223519,0.000002570596,0.0000453615,0.07375853],"genre_scores_gemma":[0.9758836,7.885212e-7,0.001919808,0.0007223003,0.00002097892,0.000005680879,0.000002800246,0.000002846498,0.0214412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4487568,"threshold_uncertainty_score":0.8359098,"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."}}