{"id":"W4417034885","doi":"10.48550/arxiv.2512.03972","title":"OOPredictor: Predicting Object-Oriented Accesses using Static Analysis","year":2025,"lang":"","type":"preprint","venue":"ArXiv.org","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Static analysis; Pointer (user interface); Copying; Pointer analysis; Profiling (computer programming); Cache; Markov chain; Java; Indirection; Heap (data structure)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006931277,0.0009474917,0.0004883091,0.001883845,0.0002282534,0.0005883629,0.0007322577,0.0005004,0.001620915],"category_scores_gemma":[0.003185927,0.0004280799,0.0004369396,0.000924047,0.0002573524,0.0007948849,0.000453254,0.0005027525,0.0008262611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000419846,"about_ca_system_score_gemma":0.001265288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007122312,"about_ca_topic_score_gemma":0.008227654,"domain_scores_codex":[0.9996309,0.00005727748,0.00002230227,0.00010576,0.0001414321,0.00004223074],"domain_scores_gemma":[0.9982223,0.0009165811,0.0003095256,0.0002132322,0.0002457405,0.0000926611],"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":[0.0007779358,0.0006129785,0.2002946,0.0002699603,0.0001779884,0.0002433644,0.0001861211,0.3910406,0.02622488,0.002405,0.008105377,0.3696612],"study_design_scores_gemma":[0.00001211278,0.00007286559,0.007334169,0.000007165834,0.00001567259,0.0000368947,0.000009829915,0.9859384,0.005017621,0.0007948727,0.000748629,0.00001176112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4911225,0.0006746937,0.4349366,0.0002215921,0.00006104672,0.0001899294,0.00330598,0.06719939,0.002288095],"genre_scores_gemma":[0.84071,0.0002578937,0.1530595,0.00005902161,0.00004846622,0.0001280385,0.003228876,0.0007111751,0.001796942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007122312,"threshold_uncertainty_score":0.01416171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04772929330741304,"score_gpt":0.3193781188780003,"score_spread":0.2716488255705873,"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."}}