{"id":"W4409603287","doi":"10.61091/jcmcc127b-148","title":"Optimization Design of Massive Data Storage System Based on Distributed Computing Model","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Distributed data store; Distributed computing; Computer data storage; Operating system","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":[0.001504709,0.000259449,0.0006560779,0.0003032714,0.0002963471,0.0001876329,0.001566257,0.0001283934,3.986849e-7],"category_scores_gemma":[0.0003417176,0.0002435276,0.00009826307,0.0007319138,0.00006543512,0.0003196785,0.0006346817,0.0003382681,2.582147e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589667,"about_ca_system_score_gemma":0.0003732759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000145591,"about_ca_topic_score_gemma":1.19453e-8,"domain_scores_codex":[0.9974242,0.0001422527,0.001224471,0.0003506239,0.0006213727,0.0002371227],"domain_scores_gemma":[0.9954219,0.001301922,0.001539683,0.0007392522,0.0008927208,0.0001044873],"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":[0.00002121395,0.0001933469,0.000002072683,0.00009444838,0.00002407302,0.000002962393,0.00004370635,0.5171283,0.00004329982,0.4817496,0.0001015424,0.0005953588],"study_design_scores_gemma":[0.001435781,0.0002840921,0.00000349768,0.0006407632,0.0000445708,0.000007628053,0.00004483376,0.8234299,0.0002946443,0.173635,0.00002342585,0.0001557936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001266035,0.00005104478,0.9957258,0.0002424877,0.001991489,0.0003912134,0.00001339135,0.00009575212,0.0002227597],"genre_scores_gemma":[0.5828948,0.000003872563,0.4169599,0.00002114806,0.00009996307,0.000001502748,0.000007195997,0.00001074634,8.782709e-7],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5816287,"threshold_uncertainty_score":0.9930766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884344422675821,"score_gpt":0.2933177572009785,"score_spread":0.2644743129742203,"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."}}