{"id":"W4413811578","doi":"10.21105/joss.08401","title":"VILLASnode: An Open-Source Real-time Multi-protocol Gateway","year":2025,"lang":"en","type":"article","venue":"The Journal of Open Source Software","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Opal-Rt Technologies (Canada)","funders":"","keywords":"Open source; Computer science; Protocol (science); Gateway (web page); Computer network; Operating system; World Wide Web; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001325202,0.001346963,0.0008162137,0.0008505073,0.0004382843,0.001652512,0.003470311,0.001108797,0.0188333],"category_scores_gemma":[0.002775284,0.0007481881,0.0008566093,0.0005866557,0.0007212603,0.002450442,0.002676131,0.001881444,0.00966163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007410577,"about_ca_system_score_gemma":0.001389635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948584,"about_ca_topic_score_gemma":0.001309693,"domain_scores_codex":[0.9993051,0.0001105478,0.00006568544,0.0001309584,0.0002699977,0.000117808],"domain_scores_gemma":[0.9991769,0.0001894763,0.00007146993,0.0002384518,0.0001719726,0.0001516843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005047383,0.00102876,0.007881141,0.002605882,0.0004801406,0.001654425,0.001169989,0.09648725,0.09007726,0.1059074,0.4456531,0.2420073],"study_design_scores_gemma":[0.0007233354,0.0004512124,0.002051881,0.0001656692,0.0001449929,0.0005213334,0.0001115344,0.3775699,0.05223524,0.02383321,0.5419582,0.0002335317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01330972,0.000713498,0.4874726,0.0002983529,0.0006019887,0.0007930367,0.004791357,0.4648628,0.02715673],"genre_scores_gemma":[0.3764569,0.002044808,0.3950823,0.001373851,0.0002693783,0.002971058,0.05949865,0.08244101,0.07986208],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0188333,"threshold_uncertainty_score":0.06300372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009052688393474,"score_gpt":0.311475758883172,"score_spread":0.2913852319992373,"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."}}