{"id":"W4412373995","doi":"10.1007/978-3-031-98208-8_8","title":"Portability of Optimizations from SC to TSO","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Software portability; Computer science; Programming language; Operating system; Software engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006480746,0.000391404,0.0005833858,0.001001173,0.0001754611,0.0002364534,0.003539572,0.0002674943,0.00002845906],"category_scores_gemma":[0.0002607633,0.0003900555,0.000132059,0.001100764,0.0003531085,0.0002886785,0.001775331,0.0004320146,0.000009900045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186675,"about_ca_system_score_gemma":0.0007966267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001065203,"about_ca_topic_score_gemma":0.0000489475,"domain_scores_codex":[0.9967718,0.00004223057,0.000715823,0.00139417,0.0006817307,0.0003942642],"domain_scores_gemma":[0.9966251,0.0005540253,0.0003033956,0.001838398,0.0005221323,0.0001569858],"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":[0.00000462506,0.00004831948,0.0001669735,0.000023219,0.00001384233,0.000009477254,0.0004978585,0.7029275,0.00004768986,0.02479475,0.000218153,0.2712477],"study_design_scores_gemma":[0.0001284203,0.00009881715,0.000197719,0.0004574545,0.000008613712,0.00000300239,6.939912e-8,0.875734,0.002973695,0.1189862,0.0009282466,0.0004837957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00002476017,0.0001806031,0.9896022,0.0008286069,0.0008022833,0.0004169191,0.00002421906,0.0003196946,0.007800724],"genre_scores_gemma":[0.02635415,0.00002623333,0.9717876,0.001101181,0.0001022936,0.000007957949,0.00001179072,0.00001461274,0.0005942255],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2707638,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382834614145697,"score_gpt":0.2622796473828148,"score_spread":0.2484513012413578,"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."}}