{"id":"W4233918626","doi":"10.1109/iwsc50091.2020.9047632","title":"Message from the Chairs","year":2020,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003093835,0.001193541,0.00111778,0.000908067,0.003744387,0.005583866,0.001424629,0.006623168,0.2156908],"category_scores_gemma":[0.01668123,0.0006312277,0.0009780906,0.0006502563,0.0008267809,0.00403221,0.003366257,0.01315599,0.1648187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362843,"about_ca_system_score_gemma":0.003837457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004804962,"about_ca_topic_score_gemma":0.006552385,"domain_scores_codex":[0.9979019,0.0003949097,0.0001120159,0.000394123,0.0008559198,0.0003410315],"domain_scores_gemma":[0.9911966,0.0007447228,0.0002262398,0.0003142922,0.004770698,0.002747389],"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":[0.00002381933,0.000007235481,0.00004266653,0.00001828275,0.000001325975,0.00001960371,0.00002024866,0.000006221851,0.00004210126,0.0004341577,0.9955211,0.003863138],"study_design_scores_gemma":[0.000008240962,0.00001258164,0.0001889273,0.0000395338,0.000003093008,0.00004586933,0.0001284604,0.00001981551,0.0000827386,0.0002908815,0.9991705,0.000009446247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005697313,0.004188365,0.0009819368,0.4350766,0.5124086,0.0001761287,0.001209717,0.0007281914,0.04466072],"genre_scores_gemma":[0.006621029,0.0034914,0.001025085,0.2976716,0.07484175,0.0003565256,0.001129243,0.0007525127,0.6141108],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2156908,"threshold_uncertainty_score":0.7215575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810598274500318,"score_gpt":0.2088703683012889,"score_spread":0.1907643855562857,"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."}}