{"id":"W3105365169","doi":"","title":"A Review of Surface Haptics:Enabling Tactile Effects on Touch Surfaces","year":2020,"lang":"en","type":"review","venue":"LillOA (Université de Lille (University Of Lille))","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Haptic technology; Computer science; Tactile sensor; Tactile display; Surface (topology); Computer vision; Human–computer interaction; Computer graphics (images); Artificial intelligence; Robot; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004873865,0.0009610837,0.001011139,0.002702306,0.0002825214,0.001025088,0.0007063625,0.001163663,0.004749697],"category_scores_gemma":[0.0007619166,0.0003367155,0.0004629556,0.002204401,0.0004587874,0.001716189,0.0007074367,0.001335082,0.002518225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004224773,"about_ca_system_score_gemma":0.0008728648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007132034,"about_ca_topic_score_gemma":0.001063146,"domain_scores_codex":[0.9998265,0.00002443562,0.00002784938,0.00003818495,0.00006707198,0.00001593696],"domain_scores_gemma":[0.9996065,0.0002299696,0.00004014903,0.00001082157,0.00008267293,0.00002978594],"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":[0.00004865853,0.00006658435,0.0001127746,0.02462629,0.0000580908,0.0001546797,0.00007404687,0.0003009077,0.0035377,0.004938446,0.02092762,0.9451541],"study_design_scores_gemma":[0.000009407097,0.0001305707,0.0006300019,0.005146827,0.00008000197,0.00141529,0.00006938493,0.0001063698,0.001136092,0.00212964,0.9891182,0.00002827165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001176645,0.9976844,0.0003223846,0.0001432369,0.0002104626,0.00000422449,0.000018318,0.00001000594,0.00148937],"genre_scores_gemma":[0.0007091267,0.9978642,0.0003769163,0.0001600872,0.0001865522,0.000007744038,0.00002672296,0.000002861949,0.0006658551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004749697,"threshold_uncertainty_score":0.01588929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010011148952688,"score_gpt":0.265419530445301,"score_spread":0.2253194189557741,"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."}}