{"id":"W2141579240","doi":"10.1145/2331576.2331587","title":"mTags","year":2012,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Microkernel; Overhead (engineering); Distributed computing; Operating system; Inter-process communication; Variety (cybernetics); Code (set theory); Legacy system; Embedded system; Software; Programming language","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":[0.001516935,0.0005431937,0.0004475773,0.0007913276,0.001037522,0.002435861,0.002547601,0.0009713193,0.01245122],"category_scores_gemma":[0.004998807,0.0004067171,0.0005654462,0.0006892722,0.0009593149,0.00447213,0.002891523,0.001665905,0.007843879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007253364,"about_ca_system_score_gemma":0.001472828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395215,"about_ca_topic_score_gemma":0.002440833,"domain_scores_codex":[0.998208,0.0003020205,0.0001762477,0.0003383047,0.0007528041,0.0002226009],"domain_scores_gemma":[0.9946277,0.0009212843,0.0003167365,0.00291376,0.0009449127,0.0002757802],"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":[0.0006629169,0.0003655836,0.006747573,0.0007509225,0.00009625062,0.0005570057,0.0009488776,0.01394194,0.0275672,0.1637778,0.119225,0.665359],"study_design_scores_gemma":[0.00009532974,0.0003466166,0.001966252,0.0001696615,0.0001217692,0.0009127154,0.0003089565,0.07509945,0.04300518,0.08405062,0.7937982,0.0001251938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04065344,0.001626297,0.8336341,0.001510379,0.001884397,0.0005437755,0.0008981123,0.07967894,0.03957061],"genre_scores_gemma":[0.3930205,0.001398302,0.4874987,0.002660462,0.0008931344,0.0005753728,0.004848974,0.01036838,0.09873629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01245122,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250573237540436,"score_gpt":0.2966290566855078,"score_spread":0.2641233243101034,"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."}}