{"id":"W3202523998","doi":"10.1109/icdcs51616.2021.00116","title":"Demo: A FSM Approach to Web Collaboration","year":2021,"lang":"en","type":"article","venue":"","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Correctness; Finite-state machine; Automaton; Cloud computing; State (computer science); Transformation (genetics); Theoretical computer science; Model transformation; Architecture; Series (stratigraphy); Programming language; Distributed computing; Software engineering; Operating system; Artificial intelligence","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":[0.0001156314,0.0000652856,0.00009871415,0.00002509278,0.00006187056,0.0002844033,0.0002919397,0.00003526166,0.00001019092],"category_scores_gemma":[0.00002758356,0.00005837107,0.00002352641,0.0009780425,0.000004673215,0.0002502665,0.0001024679,0.00003716543,0.0001626711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002467492,"about_ca_system_score_gemma":0.0001530065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007804339,"about_ca_topic_score_gemma":0.00002310354,"domain_scores_codex":[0.9992074,0.00003551321,0.0001365844,0.0002926935,0.0001794381,0.0001483813],"domain_scores_gemma":[0.9992729,0.00001133949,0.00002240036,0.0003931492,0.0002082212,0.00009198637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002609092,0.0002081561,0.0002736459,0.00002605461,0.00001757136,0.00002669275,0.000831332,0.0009519487,0.008651747,0.8160698,0.15416,0.01878038],"study_design_scores_gemma":[0.0004323211,0.00003418219,0.001088957,0.00001993694,0.000002807955,0.00005163819,0.0003939176,0.281933,0.004942526,0.0006284466,0.7101617,0.0003104719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002932198,0.00007079575,0.8437439,0.001960567,0.0002526597,0.00009758049,0.000006533839,0.0001187065,0.150817],"genre_scores_gemma":[0.8678128,0.000002164419,0.1232875,0.001192401,0.00006422062,0.00002955495,0.0000111295,0.000003905638,0.00759634],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8648806,"threshold_uncertainty_score":0.2742507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118148863080921,"score_gpt":0.2392037170719042,"score_spread":0.2273888307638121,"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."}}