{"id":"W1995829812","doi":"10.1145/2405186.2405192","title":"MemRed","year":2012,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Ajax; JavaScript; Debugging; Client-side scripting; Web application; Web server; Operating system; Application server; Reliability (semiconductor); Web API; Web page; World Wide Web; Embedded system; The Internet","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":[0.001263587,0.001049372,0.0006600221,0.001205184,0.0008088355,0.001729085,0.002830117,0.001171081,0.05606207],"category_scores_gemma":[0.003481048,0.0006678409,0.0007016119,0.0006978615,0.0004907935,0.002879846,0.002347847,0.001008837,0.02942923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006723967,"about_ca_system_score_gemma":0.001046558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666203,"about_ca_topic_score_gemma":0.002366269,"domain_scores_codex":[0.9989437,0.0001446242,0.00006571005,0.0002794583,0.000431301,0.0001351527],"domain_scores_gemma":[0.9981553,0.0003005252,0.0001010262,0.0008129207,0.000520712,0.0001095832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001330307,0.0003266101,0.003453787,0.001116448,0.0001247433,0.0004724737,0.0003635595,0.004684412,0.01854374,0.02723685,0.4021764,0.5401708],"study_design_scores_gemma":[0.0001733296,0.0003100637,0.002128745,0.0001414382,0.0000867948,0.0009631247,0.0001050173,0.0317518,0.03550004,0.01102869,0.9177104,0.0001005078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.03867098,0.003863044,0.2914233,0.00163838,0.002018556,0.0007962434,0.01108237,0.401758,0.2487491],"genre_scores_gemma":[0.2732699,0.002602014,0.2807785,0.003917858,0.0006347361,0.001065031,0.0326763,0.03047588,0.3745798],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.05606207,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113564798147853,"score_gpt":0.2313182018049395,"score_spread":0.2199617219901542,"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."}}