{"id":"W2097858624","doi":"10.1109/icme.2007.4285132","title":"Motion and Force Prediction in Haptic Media","year":2007,"lang":"en","type":"article","venue":"","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Haptic technology; Computer science; Autoregressive model; Motion (physics); Artificial intelligence; Computer vision; Just-noticeable difference; Simulation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001440736,0.00003185679,0.00003772832,0.00005792049,0.000008025414,0.000009689628,0.00001076661,0.00003183229,0.00007123392],"category_scores_gemma":[0.00001012801,0.0000296863,0.000004520996,0.000048143,0.000004298534,0.00006518147,0.000002047736,0.00002899657,0.00002136022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001962719,"about_ca_system_score_gemma":8.515526e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001525256,"about_ca_topic_score_gemma":0.0003644804,"domain_scores_codex":[0.9997428,0.000002527471,0.0001005795,0.00004576839,0.00004351813,0.00006481331],"domain_scores_gemma":[0.9999092,0.00001799113,0.00000318812,0.00003767071,0.000005808918,0.00002609214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003859291,0.00009755234,0.2358949,0.0003816171,0.00006779672,0.00003812231,0.01909282,0.03155934,0.1860323,0.08773792,0.005345783,0.4337132],"study_design_scores_gemma":[0.0004942294,0.00001386295,0.2388157,0.00002097873,0.000002854983,0.00001685101,0.0006514985,0.7571756,0.001656061,0.0001503354,0.000908087,0.00009392921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6582184,0.0001334702,0.2974748,0.00002335182,0.0004149695,0.00009899275,7.939548e-7,0.000244705,0.04339047],"genre_scores_gemma":[0.9993599,0.000008319628,0.000263534,0.00001343035,0.0000615125,0.000002001746,0.000002473698,0.000004763428,0.0002840411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7256162,"threshold_uncertainty_score":0.1210572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008289337080322508,"score_gpt":0.1901588069271094,"score_spread":0.1818694698467869,"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."}}