{"id":"W3161455369","doi":"10.1145/949343.949320","title":"Dynamic metrics for java","year":2003,"lang":"en","type":"article","venue":"ACM SIGPLAN Notices","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Concurrency; Just-in-time compilation; Java; Suite; Programming language; Benchmark (surveying); Set (abstract data type); Metric (unit)","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":[0.004770015,0.001426147,0.0007587253,0.005941695,0.001067832,0.003741448,0.001260387,0.001006317,0.003152218],"category_scores_gemma":[0.03774475,0.0005297925,0.0008780726,0.006584424,0.001405034,0.005042071,0.003043268,0.001814769,0.001165888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333986,"about_ca_system_score_gemma":0.001786462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003746773,"about_ca_topic_score_gemma":0.00324642,"domain_scores_codex":[0.9907206,0.002022762,0.00135479,0.0009470101,0.004610781,0.0003440806],"domain_scores_gemma":[0.9880723,0.004051528,0.002400921,0.00194195,0.003145456,0.0003878133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001069625,0.0001238068,0.005775904,0.0007018346,0.00007753446,0.0001280268,0.000732841,0.05419825,0.01064251,0.5715818,0.01760665,0.3383239],"study_design_scores_gemma":[0.00003801933,0.0004833319,0.008523528,0.0003932202,0.00006562357,0.0005497205,0.0003835852,0.2125506,0.009190485,0.5482554,0.2193913,0.0001752479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01663364,0.002596993,0.9520091,0.0008223035,0.0002858682,0.0004820736,0.001974512,0.004509241,0.02068634],"genre_scores_gemma":[0.2069426,0.001809492,0.7770247,0.0003072978,0.000237175,0.002339439,0.003972767,0.001758307,0.005608257],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005941695,"threshold_uncertainty_score":0.02522653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608503985579406,"score_gpt":0.2884924635516347,"score_spread":0.2624074236958406,"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."}}