{"id":"W3013590109","doi":"10.18280/isi.250115","title":"Performance Comparison of Sorting Algorithms with Random Numbers as Inputs","year":2020,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorting; Algorithm; Computer science; Sorting algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002328718,0.0001685759,0.0003100439,0.00009332943,0.0002194607,0.0001966923,0.0005633312,0.00006582307,0.00001245237],"category_scores_gemma":[0.0001582042,0.0001351918,0.00004540556,0.0005383664,0.00008927114,0.005370259,0.0002260928,0.0001491934,0.00007184384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005048099,"about_ca_system_score_gemma":0.0001066502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006012741,"about_ca_topic_score_gemma":0.000001382509,"domain_scores_codex":[0.9984303,0.00003830351,0.0006702212,0.0001652602,0.0004523724,0.0002435178],"domain_scores_gemma":[0.9986005,0.00005380736,0.0005732944,0.0002933754,0.0003531507,0.0001258549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000333261,0.00006265567,0.01967878,0.0007861069,0.00007238719,0.000003915874,0.04329591,0.01334488,0.0003331291,0.002510717,0.00136935,0.9182089],"study_design_scores_gemma":[0.001429062,0.0004336672,0.002065712,0.0002390512,0.00001093214,0.0000162802,0.0006138268,0.9823767,0.009475893,0.0001663433,0.002916302,0.0002562062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2319455,0.00004530766,0.7613164,0.0001041453,0.0001757061,0.0002490271,0.000006174605,0.0001933544,0.005964332],"genre_scores_gemma":[0.9496914,0.00001175075,0.04988213,0.0002864272,0.00005850766,0.00001573726,0.00004112253,0.000006656312,0.000006272197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9690319,"threshold_uncertainty_score":0.5512963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907500112328088,"score_gpt":0.2494158225449613,"score_spread":0.2303408214216804,"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."}}