{"id":"W4389576380","doi":"10.1109/acsos-c58168.2023.00005","title":"Message from the General Chairs ACSOS 2023","year":2023,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; York University","funders":"","keywords":"Computer science","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":[0.00346155,0.0009502427,0.0008035054,0.0006989807,0.002985153,0.005328929,0.001031244,0.00985341,0.04955054],"category_scores_gemma":[0.009195558,0.0004488813,0.0009396193,0.00076214,0.0007502951,0.002047968,0.001770216,0.01292451,0.05077291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134664,"about_ca_system_score_gemma":0.008218158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000978,"about_ca_topic_score_gemma":0.01719693,"domain_scores_codex":[0.9980197,0.000242468,0.00009077941,0.0002492707,0.001046112,0.0003516186],"domain_scores_gemma":[0.9927719,0.000542779,0.0002815367,0.0001550585,0.004008468,0.002240315],"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":[0.00001669006,0.000006027684,0.00005369748,0.00001186641,0.000001184055,0.00001508245,0.000005896223,0.00001007692,0.00004070362,0.0002583449,0.9982709,0.001309581],"study_design_scores_gemma":[0.00001381598,0.00001588289,0.0004799338,0.0000335822,0.000003889751,0.00003246274,0.00009148013,0.00007569836,0.0001087928,0.0002951196,0.9988365,0.00001292823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0009551884,0.002556789,0.000973104,0.6343349,0.3252961,0.0001622032,0.00121059,0.0004561723,0.03405493],"genre_scores_gemma":[0.007582132,0.001971527,0.001004803,0.602676,0.062672,0.0002629714,0.001329338,0.0003570394,0.3221442],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04955054,"threshold_uncertainty_score":0.165763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916458874694902,"score_gpt":0.2399161022129009,"score_spread":0.2207515134659519,"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."}}