{"id":"W4396648162","doi":"10.23977/jaip.2024.070205","title":"Application Analysis of Computer Database System in Information Management","year":2024,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence Practice","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Database; Data administration; Database design; Database schema","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":[0.0009729856,0.00007232557,0.0001648988,0.000927592,0.00003196296,0.0001412587,0.0004541059,0.00002787307,0.000002342816],"category_scores_gemma":[0.00003824822,0.00006625581,0.00009277714,0.002562817,0.00002045911,0.002810746,0.00009422475,0.0001606598,0.00002008325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074175,"about_ca_system_score_gemma":0.000045317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001863389,"about_ca_topic_score_gemma":0.000002456516,"domain_scores_codex":[0.9985,0.00005243787,0.0008777129,0.0001262066,0.0003537485,0.00008990702],"domain_scores_gemma":[0.9984776,0.0003674983,0.0005051128,0.0002407298,0.0003708247,0.0000382416],"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":[0.00001059496,0.00005143644,0.000003201334,0.0000401766,0.0000971966,0.00001112814,0.0002648096,0.08719124,0.0000850229,0.5854946,0.00002816787,0.3267224],"study_design_scores_gemma":[0.00001058357,0.00004566823,0.00007341659,0.00008346653,0.0001502358,0.00003533951,0.0003639278,0.979458,0.001223825,0.01014364,0.008347261,0.000064611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0003406226,0.00008437227,0.9979292,0.0008439737,0.0001514051,0.0001492717,0.000004394542,0.00004122014,0.0004555754],"genre_scores_gemma":[0.5147653,0.00006689867,0.4850234,0.00008590968,0.00003935647,0.00001004348,0.000005181716,0.000002251082,0.000001619526],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8922668,"threshold_uncertainty_score":0.2701834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845429262256656,"score_gpt":0.3561355482053922,"score_spread":0.3276812555828257,"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."}}