{"id":"W4402474292","doi":"10.1109/ccece59415.2024.10667136","title":"Towards Robotic Haptic Proxies in Virtual Reality","year":2024,"lang":"en","type":"article","venue":"","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Haptic technology; Virtual reality; Computer science; Human–computer interaction; Computer graphics (images); Artificial intelligence","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":[0.0001179952,0.00007120744,0.00009697321,0.00007594055,0.000009405092,0.00008419771,0.00004634695,0.00004032471,0.0002727925],"category_scores_gemma":[0.00001207508,0.00005888776,0.00002282119,0.0001363916,0.000009941269,0.00009552477,0.000008077111,0.00007613051,0.0002906111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000559745,"about_ca_system_score_gemma":0.00001968189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033491,"about_ca_topic_score_gemma":0.0002890192,"domain_scores_codex":[0.9995522,0.00001157575,0.0001607193,0.00007964698,0.00008371202,0.0001120709],"domain_scores_gemma":[0.9998486,0.00001722751,0.00000209853,0.00009337808,0.0000074372,0.00003123121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005256044,0.00004476308,0.0005109535,0.0007994249,0.0001088635,0.00008908096,0.007657636,0.3878841,0.0077289,0.5134965,0.02121118,0.06046331],"study_design_scores_gemma":[0.00008581384,0.00001841017,0.00154582,0.00006961675,0.000004109217,0.00001251834,0.0004315884,0.9894512,0.0004407635,0.0002132617,0.007598289,0.0001285755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1634526,0.002476279,0.3647912,0.002180931,0.00512874,0.0008070478,0.000007425016,0.005191367,0.4559643],"genre_scores_gemma":[0.9969435,0.00001536613,0.0001182075,0.00002319223,0.00008385285,0.00001909328,0.000002417465,0.0000138686,0.002780541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8334908,"threshold_uncertainty_score":0.3735315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283514587848549,"score_gpt":0.250910720307906,"score_spread":0.2280755744294205,"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."}}