{"id":"W2197378127","doi":"10.1145/2807442.2807470","title":"Tactile Animation by Direct Manipulation of Grid Displays","year":2015,"lang":"en","type":"article","venue":"","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Animation; Rendering (computer graphics); Computer animation; Computer vision; Artificial intelligence; Wearable computer; Computer graphics (images); Grid; Tactile display; Object (grammar); Pipeline (software)","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":[0.00002437483,0.00005542825,0.00007331224,0.0000449333,0.0000385915,0.00001927877,0.00005919862,0.00002654389,0.0002098381],"category_scores_gemma":[0.00024902,0.00004796814,0.00002754759,0.0001177985,0.00001707579,0.0004081033,0.0000118286,0.00004779269,0.0001519546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002794089,"about_ca_system_score_gemma":0.00001097171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227854,"about_ca_topic_score_gemma":0.00001776007,"domain_scores_codex":[0.9994376,0.00004100108,0.000141011,0.0001354443,0.0001617083,0.00008324071],"domain_scores_gemma":[0.9996102,0.0001012234,0.00007818509,0.0001227317,0.0000364118,0.00005118128],"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":[0.0000267268,0.00008092477,0.0005341118,0.000003679012,0.000001634057,0.000001055437,0.0001977012,0.0001277341,0.9406723,0.001682021,0.05624465,0.0004274737],"study_design_scores_gemma":[0.0001267024,0.00005995563,0.0006392612,0.000003453198,0.000005076036,0.000008991193,0.0001151599,0.004605956,0.9563974,0.00009482559,0.03788035,0.00006288413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7142734,0.000002530951,0.0009863216,0.0002047766,0.0005485118,0.0001110142,0.00003501047,0.00008247339,0.283756],"genre_scores_gemma":[0.9938248,0.000003626712,0.00006172279,0.0001153821,0.00004438881,0.000004394363,0.00001053387,0.00000634536,0.005928773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2795514,"threshold_uncertainty_score":0.229758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07663453648410412,"score_gpt":0.305905609613887,"score_spread":0.2292710731297828,"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."}}