{"id":"W3024750663","doi":"10.1109/vrw50115.2020.00211","title":"A Just Noticeable Difference for Perceiving Virtual Surfaces through Haptic Interaction","year":2020,"lang":"en","type":"article","venue":"2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW)","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Haptic technology; Just-noticeable difference; Perception; Virtual reality; Computer science; Regular polygon; Virtual machine; Amplitude; Human–computer interaction; Computer vision; Artificial intelligence; Mathematics; Psychology; Physics; Optics; Geometry","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":[0.000789784,0.0002962857,0.0001784585,0.0003933861,0.0001478856,0.0006749585,0.0002857903,0.0004718616,0.00286412],"category_scores_gemma":[0.008734119,0.0001381591,0.0002038335,0.00009870162,0.0004211877,0.0008776497,0.0007467364,0.0004582692,0.0001967921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122413,"about_ca_system_score_gemma":0.0001462456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001341014,"about_ca_topic_score_gemma":0.0001526291,"domain_scores_codex":[0.9993792,0.0001166144,0.0000520007,0.00009700531,0.0002947862,0.00006048847],"domain_scores_gemma":[0.9974145,0.001483719,0.0003005219,0.0001542149,0.0004370288,0.0002099751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001010562,0.00007781327,0.004079915,0.0003431564,0.0000269386,0.0002068516,0.0003651601,0.0002491721,0.9524214,0.001152998,0.0002873839,0.03977865],"study_design_scores_gemma":[0.0003572604,0.008603046,0.5856469,0.000286413,0.0003243019,0.006399448,0.001725327,0.01663938,0.3576788,0.01257637,0.009493747,0.0002690516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404461,0.001221031,0.04998495,0.0003278224,0.0003176646,0.0001631799,0.000178492,0.0002107615,0.007149931],"genre_scores_gemma":[0.9926157,0.0001448621,0.006590912,0.00009196062,0.00003605205,0.00003910063,0.00006752041,0.00001571693,0.0003981162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00286412,"threshold_uncertainty_score":0.009581447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488732790852895,"score_gpt":0.3379887055338853,"score_spread":0.1891154264485958,"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."}}