{"id":"W4401908847","doi":"10.22541/au.172477347.74689772/v1","title":"Batched Ranged Random Integer Generation","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Integer (computer science); Integer programming; Mathematics; Computer science; Algorithm; Programming language","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":[0.001570741,0.0005216427,0.000882971,0.0007445354,0.0005293197,0.001131396,0.001901823,0.0008152651,0.009786463],"category_scores_gemma":[0.007286428,0.0004274546,0.0005224235,0.0009669754,0.0007140202,0.001509788,0.001634964,0.001152893,0.004800775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005547833,"about_ca_system_score_gemma":0.0009431533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003581948,"about_ca_topic_score_gemma":0.000620485,"domain_scores_codex":[0.9977665,0.0005544127,0.0001710543,0.0005617732,0.0007478984,0.0001983589],"domain_scores_gemma":[0.9958571,0.001471754,0.0002016629,0.001580836,0.000741584,0.0001470025],"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":[0.002262666,0.000367814,0.003264768,0.0005039899,0.0001309103,0.0007648135,0.0003811454,0.1342873,0.1439451,0.2197982,0.03531814,0.4589753],"study_design_scores_gemma":[0.0003795872,0.000391807,0.0007852549,0.00006156478,0.00005647282,0.0007611722,0.00006119186,0.7385577,0.1333212,0.08794061,0.03755549,0.000128022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02249924,0.0002666138,0.9647748,0.000153382,0.0002181678,0.0004200479,0.0009177188,0.004499503,0.006250509],"genre_scores_gemma":[0.2630896,0.0001720235,0.7183577,0.0002990623,0.000113003,0.001230194,0.002168412,0.000787348,0.01378264],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009786463,"threshold_uncertainty_score":0.03273898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326825505268438,"score_gpt":0.2741862831014278,"score_spread":0.241503732574584,"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."}}