{"id":"W7084091032","doi":"10.1145/3746058.3758459","title":"Exploring On-Body Haptic Systems through HCI Methods: From Perception to Hardware and Application Innovation","year":2025,"lang":"en","type":"article","venue":"","topic":"Education, Psychology, and Social Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perception; Haptic technology; Haptic perception; Virtual reality; Field (mathematics)","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":[0.001457796,0.0006112911,0.0003229287,0.001117593,0.0004395102,0.005902829,0.000681526,0.00143999,0.004668398],"category_scores_gemma":[0.006835334,0.000420076,0.000401813,0.0007687543,0.002444639,0.005609653,0.002707831,0.0009058659,0.0003731722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004604117,"about_ca_system_score_gemma":0.0004811103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006702452,"about_ca_topic_score_gemma":0.0006231201,"domain_scores_codex":[0.9987959,0.0005335311,0.0000391596,0.0001560273,0.000351731,0.0001236693],"domain_scores_gemma":[0.9963981,0.002815007,0.0002341003,0.0002382721,0.0001916454,0.000122909],"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":[0.0007409984,0.000524334,0.03114976,0.004102134,0.0002818338,0.0009536506,0.06484029,0.008061678,0.2493399,0.05018434,0.001953897,0.5878671],"study_design_scores_gemma":[0.0002856058,0.00322273,0.2785189,0.003994432,0.0005611406,0.0055324,0.1187528,0.1288262,0.1363097,0.2588955,0.06444561,0.0006549549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6888807,0.00588246,0.2588217,0.002175001,0.0001747144,0.0001643545,0.0001194664,0.0003675707,0.04341409],"genre_scores_gemma":[0.9746353,0.001301485,0.02203317,0.000146795,0.00004000444,0.00003787356,0.00002518829,0.0000427577,0.001737414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005902829,"threshold_uncertainty_score":0.01561731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3163970504015407,"score_gpt":0.5520696482592199,"score_spread":0.2356725978576792,"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."}}