{"id":"W3216633370","doi":"10.1109/isncc52172.2021.9615814","title":"Integrated modeling tool for indexing and analyzing state machine trace","year":2021,"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":"Brock University; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Tracing; TRACE (psycholinguistics); Scripting language; Kernel (algebra); Event (particle physics); Debugging; Data mining; Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001674258,0.001650412,0.001020812,0.002672823,0.0006704125,0.002386052,0.00290922,0.001248052,0.006780969],"category_scores_gemma":[0.005126856,0.0009931528,0.00174837,0.00163103,0.0006137839,0.003060391,0.001431521,0.002183874,0.002478983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116837,"about_ca_system_score_gemma":0.002920055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007253566,"about_ca_topic_score_gemma":0.006331129,"domain_scores_codex":[0.9988028,0.0001867211,0.0001723281,0.0002602062,0.0004806847,0.00009732175],"domain_scores_gemma":[0.9974104,0.0010022,0.000222763,0.0008120917,0.0004664329,0.00008609577],"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":[0.0005902421,0.0007075336,0.009626428,0.0009423536,0.000292197,0.0008633848,0.001272665,0.4321025,0.0361109,0.1055784,0.04364919,0.3682642],"study_design_scores_gemma":[0.00002879643,0.00005686993,0.0004492743,0.00004441936,0.00004708258,0.0001390297,0.0000356251,0.9408048,0.01616661,0.01217063,0.03000727,0.00004953481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001876654,0.00003214929,0.9576622,0.00004762776,0.0000231048,0.00009728302,0.0009270156,0.03844824,0.0008857474],"genre_scores_gemma":[0.101967,0.0003190032,0.8773779,0.0001432857,0.00004433555,0.001071607,0.008020872,0.006056343,0.004999725],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007253566,"threshold_uncertainty_score":0.02268463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707973026986255,"score_gpt":0.2518459391702766,"score_spread":0.234766208900414,"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."}}