{"id":"W4413214375","doi":"10.1145/3759459","title":"Haptic Network Protocols: A Comprehensive Review and Directions for Next-Gen Metaverse Applications","year":2025,"lang":"en","type":"review","venue":"ACM Transactions on Multimedia Computing Communications and Applications","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada; University of Ottawa","funders":"","keywords":"Computer science; Haptic technology; Quality of service; Latency (audio); Context (archaeology); Jitter; Human–computer interaction; Computer network; Simulation; Telecommunications","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002979359,0.0006251808,0.001529472,0.0003546514,0.001570738,0.0002024261,0.001113729,0.0003122401,0.00001876521],"category_scores_gemma":[0.00003836289,0.0006342725,0.0003713016,0.001130337,0.0002597411,0.0001247494,0.00009435017,0.0007020471,0.00004482845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258886,"about_ca_system_score_gemma":0.0001666196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001517467,"about_ca_topic_score_gemma":0.00003246071,"domain_scores_codex":[0.9974358,0.0002095891,0.001189452,0.0006343933,0.0001409806,0.0003897824],"domain_scores_gemma":[0.9931316,0.003207186,0.0002718493,0.002902258,0.0002686978,0.0002183968],"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":[8.247473e-7,0.0001095179,2.214056e-7,0.02181637,0.0003718795,5.333816e-8,0.00005098159,0.0002604605,0.000001234092,0.0007485948,0.0006051754,0.9760347],"study_design_scores_gemma":[0.0002744857,0.00002664543,0.000001435853,0.008908968,0.00219286,0.00002353818,0.00005979637,0.01231851,3.662541e-7,0.0001361626,0.9755535,0.0005037375],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.450453e-8,0.6748055,0.2971886,0.0002075434,0.00006126952,0.02662653,0.0003343193,0.0004784291,0.0002977797],"genre_scores_gemma":[0.000007971093,0.8093949,0.06666892,0.0001553889,0.0001297204,0.1229506,0.0004230558,0.00008082368,0.0001886857],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.975531,"threshold_uncertainty_score":0.9997291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07914167890498588,"score_gpt":0.3603033605044935,"score_spread":0.2811616815995076,"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."}}