{"id":"W4401365267","doi":"10.1145/3643667","title":"Proceedings of the 5th ACM/IEEE International Workshop on Quantum Software Engineering","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; Japan Society for the Promotion of Science; European Commission; King's College London","keywords":"Computer science; Software engineering; Software; Operating system","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":[0.006828682,0.001330623,0.001282122,0.001794314,0.0009964795,0.003905558,0.001953511,0.001792268,0.02492933],"category_scores_gemma":[0.008134614,0.0006786521,0.001173688,0.001129482,0.001932137,0.004168112,0.003169663,0.003284534,0.005596664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303113,"about_ca_system_score_gemma":0.002188605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536691,"about_ca_topic_score_gemma":0.00391067,"domain_scores_codex":[0.9967159,0.001365975,0.0002545455,0.0003823229,0.0009539983,0.0003273701],"domain_scores_gemma":[0.9942498,0.002353283,0.0001636541,0.001659436,0.001100452,0.0004733219],"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":[0.0005757536,0.0008400829,0.002517976,0.0006160614,0.0002035661,0.0006732143,0.0008598278,0.01018338,0.01152566,0.06710209,0.1627511,0.7421514],"study_design_scores_gemma":[0.0001420817,0.0004707504,0.004519215,0.001172887,0.0001574646,0.001573646,0.0007888588,0.1089753,0.01431118,0.1551292,0.7126369,0.0001224961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03338979,0.02998704,0.8073419,0.01611073,0.009379948,0.0005317432,0.0005946003,0.003993502,0.0986708],"genre_scores_gemma":[0.2439875,0.02709989,0.5800769,0.002537333,0.004051473,0.0006821219,0.003628931,0.002672337,0.1352635],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02492933,"threshold_uncertainty_score":0.08339697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474112658270735,"score_gpt":0.2653329524391683,"score_spread":0.2405918258564609,"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."}}