{"id":"W3192728187","doi":"10.32920/ryerson.14655948.v1","title":"Internet Based Control System Design","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Synchronizing; The Internet; Computer science; Controller (irrigation); Control theory (sociology); Observer (physics); Control (management); State (computer science); Control engineering; Stability (learning theory); Transmission (telecommunications); Engineering; Telecommunications; Artificial intelligence; Operating system","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":[0.0001911071,0.0002038377,0.0003519191,0.00006823977,0.00001099195,0.0002266474,0.0001589673,0.0002261007,0.000556444],"category_scores_gemma":[0.00001174564,0.0001898607,0.000101753,0.00003476106,0.000006353626,0.00002366075,0.0000229355,0.000225241,0.0001533669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148844,"about_ca_system_score_gemma":0.00006549393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000728762,"about_ca_topic_score_gemma":0.00002251571,"domain_scores_codex":[0.9991071,0.00008721844,0.0003168295,0.0002092915,0.0001377808,0.0001418257],"domain_scores_gemma":[0.9994256,0.00006195345,0.00002759051,0.0003474572,0.00006630961,0.00007101236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005034682,0.000011092,0.00007882461,0.001194005,0.0002067733,0.00004441584,0.0002133566,0.9853593,0.000752194,0.001217081,0.01041752,0.0005003709],"study_design_scores_gemma":[0.0003495853,0.000006303576,0.00005078669,0.0003426626,0.00002549109,0.000007816949,0.0001950976,0.9954879,0.002285802,7.490535e-7,0.001035688,0.0002121455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001266123,0.0003985479,0.9677224,0.00002825578,0.002344205,0.0004181861,0.000007845505,0.001199364,0.02661508],"genre_scores_gemma":[0.9935671,0.000002318622,0.005043463,0.00008867979,0.0001777627,0.0001360542,0.00002991852,0.0000413952,0.0009133002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.992301,"threshold_uncertainty_score":0.7742293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774905465336991,"score_gpt":0.2043801258881219,"score_spread":0.176631071234752,"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."}}