{"id":"W2376271292","doi":"","title":"The Research and Realization based on LVS Stock Analysis Server Cluster","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Stock (firearms); Operating system; Computer cluster; Cluster (spacecraft)","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":[0.0004282567,0.0001328211,0.0001210704,0.0002863734,0.001035854,0.0003797579,0.0008951859,0.00005686782,0.000001519062],"category_scores_gemma":[0.000001599082,0.0001057731,0.00006731893,0.002332278,0.00008589184,0.0001601593,0.0001523925,0.000192504,0.00002188804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006446508,"about_ca_system_score_gemma":0.00003968654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005844563,"about_ca_topic_score_gemma":0.000007008559,"domain_scores_codex":[0.9985215,0.00007920143,0.0002570673,0.00054755,0.0003215325,0.0002731662],"domain_scores_gemma":[0.9982334,0.0004190117,0.00008350721,0.0008420561,0.0003306394,0.00009137863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000559589,0.000173456,0.00007941597,0.000003159721,0.00002710471,3.388313e-7,0.00006738065,0.01518211,0.0002091851,0.7440009,0.002991979,0.2372594],"study_design_scores_gemma":[0.0001908705,0.0001173855,0.00791682,0.000007390338,0.00001794017,0.000003323644,0.00000396242,0.5422108,0.0004070039,0.1862514,0.2626873,0.0001857856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003401618,0.00004753361,0.98579,0.01194242,0.000004510208,0.0008151881,0.000004313843,0.0002228618,0.0008330647],"genre_scores_gemma":[0.2775071,0.00004015878,0.7173714,0.003557302,0.0001189482,0.0009116685,0.00006537876,0.00001333256,0.0004146858],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5577495,"threshold_uncertainty_score":0.7967055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193954127825702,"score_gpt":0.3529925202439241,"score_spread":0.3210529789656671,"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."}}