{"id":"W4417427951","doi":"10.1109/tvcg.2025.3633881","title":"“They Aren't Built for Me”: An Exploratory Study of Strategies for Measurement of Graphical Primitives in Tactile Graphics","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Visualization and Computer Graphics","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tactile perception; Perception; Graphics; Set (abstract data type); Tactile sensor; Visual perception; Exploratory research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008181287,0.0007896982,0.0005428619,0.001038029,0.001525103,0.001919257,0.001006213,0.001229096,0.001867761],"category_scores_gemma":[0.02183267,0.0005289604,0.0002918477,0.000478755,0.002399899,0.00191106,0.00154683,0.001160922,0.0003823149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004706207,"about_ca_system_score_gemma":0.0005194086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593242,"about_ca_topic_score_gemma":0.003138429,"domain_scores_codex":[0.9958021,0.00282606,0.000223219,0.000428485,0.0004433718,0.0002768404],"domain_scores_gemma":[0.9845914,0.01124006,0.0009980797,0.001336352,0.001268769,0.0005653049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006218499,0.002813352,0.07945783,0.0004694964,0.00004133249,0.001167888,0.8155303,0.0004849265,0.04828924,0.001887392,0.0009830931,0.04825335],"study_design_scores_gemma":[0.0002824398,0.01266836,0.3299937,0.0002990557,0.0001199431,0.003170272,0.5992659,0.008515831,0.02633239,0.00588895,0.01308268,0.0003804232],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972968,0.0000273041,0.00192817,0.00004587023,0.000002491274,0.0001205722,0.00001955052,0.00001809295,0.0005411473],"genre_scores_gemma":[0.993304,0.00003380939,0.005588634,0.00009663922,0.000004333391,0.000183264,0.00002938707,0.00001861165,0.0007412536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008181287,"threshold_uncertainty_score":0.04326731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0843039002477551,"score_gpt":0.3493734269129642,"score_spread":0.2650695266652092,"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."}}