{"id":"W4409763080","doi":"10.1109/vrw66409.2025.00077","title":"Workshop on Novel Input Devices and Interaction Techniques 2025","year":2025,"lang":"en","type":"article","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Concordia University; Carleton University; Dalhousie University","funders":"","keywords":"Computer science; Human–computer interaction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002133247,0.00109132,0.0005429607,0.001537255,0.0009794739,0.004604589,0.002296251,0.002353564,0.07307094],"category_scores_gemma":[0.001615084,0.0005285409,0.001020812,0.001335558,0.000937822,0.003286143,0.002971934,0.002095682,0.03203678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009617287,"about_ca_system_score_gemma":0.001184425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340627,"about_ca_topic_score_gemma":0.002198261,"domain_scores_codex":[0.9984403,0.0003059171,0.0001068516,0.0002850825,0.0007352182,0.0001266323],"domain_scores_gemma":[0.9990203,0.0001768799,0.00003001405,0.0001511256,0.0004485623,0.0001730111],"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":[0.0003344505,0.0004636125,0.0007649504,0.001184665,0.00007221538,0.0008877126,0.001602749,0.001687186,0.0464575,0.07477176,0.1407339,0.7310393],"study_design_scores_gemma":[0.00001430367,0.0001632263,0.0007467604,0.0003949469,0.00002356264,0.0008725714,0.0003990278,0.003108556,0.008821064,0.005982205,0.9794334,0.00004023651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01947421,0.05523353,0.2873804,0.009819119,0.01378165,0.0006339304,0.0007256953,0.001651053,0.6113005],"genre_scores_gemma":[0.05348032,0.02726509,0.1446988,0.001462509,0.002566894,0.0003501149,0.001470712,0.00050218,0.7682033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07307094,"threshold_uncertainty_score":0.2444466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535003453260924,"score_gpt":0.3098229016448582,"score_spread":0.2844728671122489,"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."}}