{"id":"W2786975453","doi":"10.29007/4cth","title":"Event Stream Processing with BeepBeep 3","year":2018,"lang":"en","type":"article","venue":"Kalpa publications in computing","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Computer science; Event (particle physics); Stream processing; Complex event processing; Real-time computing; Programming language; Parallel computing; Process (computing)","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":[0.0006499611,0.0001249082,0.0001426312,0.0002379802,0.0003429042,0.0002708003,0.0008420937,0.00005381218,0.000006178358],"category_scores_gemma":[0.00008459901,0.00009638591,0.00002741365,0.001677975,0.0001077363,0.0007215145,0.0002340345,0.0001486365,0.00004930942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121471,"about_ca_system_score_gemma":0.000228382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003772782,"about_ca_topic_score_gemma":0.00005054352,"domain_scores_codex":[0.9985709,0.0000491337,0.0003415663,0.000450838,0.0002602053,0.0003274131],"domain_scores_gemma":[0.9986321,0.00008306073,0.0001527334,0.0006843214,0.0003793034,0.00006851854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004082051,0.0002826127,0.2316392,0.00007108564,0.00001313526,0.00000155959,0.003647208,0.001053635,0.00002739343,0.02020707,0.0006714882,0.7423816],"study_design_scores_gemma":[0.0005080996,0.0001601275,0.2157912,0.0002376852,0.000004351356,0.00005512346,0.0001611416,0.7677878,0.0003846063,0.001579821,0.01296906,0.0003609448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1982148,0.00006037675,0.7951599,0.001771215,0.0001864276,0.0002335644,4.755209e-7,0.0004377702,0.003935405],"genre_scores_gemma":[0.9246762,9.846266e-7,0.07490757,0.0001325802,0.0001802726,0.00002042053,0.000002764474,0.000007792934,0.00007143236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7667342,"threshold_uncertainty_score":0.3930503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334266354488536,"score_gpt":0.2795878556468433,"score_spread":0.266245192101958,"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."}}