{"id":"W2029622211","doi":"10.1145/1176617.1176666","title":"An evaluation of secialized Java bytecodes","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Java; Computer science; strictfp; Java applet; Operating system; Profiling (computer programming); Java concurrency; Real time Java; Java annotation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000408605,0.00005635697,0.00008160626,0.00008146284,0.0000290387,0.00002606696,0.0006692348,0.00003818793,0.00004052635],"category_scores_gemma":[0.0000837559,0.0000486801,0.00001374145,0.0003159198,0.00004589404,0.000772648,0.0001131067,0.00003117587,0.00001263838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003169756,"about_ca_system_score_gemma":0.00004192828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008224419,"about_ca_topic_score_gemma":0.00006209915,"domain_scores_codex":[0.9991851,0.00004322079,0.0001449073,0.0001912279,0.00033607,0.00009945128],"domain_scores_gemma":[0.9989878,0.00002419955,0.00006835564,0.000699597,0.0002091244,0.00001090406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004372025,0.0001138021,0.0004395597,0.00000441744,0.000004472867,0.000001505623,0.00005469226,0.00461404,0.05401895,0.6295134,0.002270068,0.3089607],"study_design_scores_gemma":[0.0005714808,0.0001189175,0.003548406,0.000005016249,0.000009336701,0.000003794059,0.00005054072,0.3367023,0.2495406,0.4075149,0.001759824,0.0001748741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09968076,0.00008558424,0.8939909,0.00008835757,0.00009536342,0.0001114899,0.000002073211,0.00051005,0.005435419],"genre_scores_gemma":[0.7011771,0.000001916118,0.2987446,0.00001444524,0.00001237544,0.000004564818,0.000006190714,0.000002153051,0.00003665014],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6014963,"threshold_uncertainty_score":0.1985117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331486795191202,"score_gpt":0.3175747182443266,"score_spread":0.2842598502924146,"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."}}