{"id":"W2368311265","doi":"","title":"A Data Persistence Layer Model Based on DAO Design Pattern and Hibernate Framework","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Persistent data structure; Computer science; Layer (electronics); Persistence (discontinuity); Process (computing); Design pattern; Data mining; Work (physics); Data access layer; Database; Software engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002283155,0.0005172121,0.0006006326,0.0009694586,0.001058368,0.004018104,0.002219242,0.001317288,0.002259129],"category_scores_gemma":[0.003381313,0.0006039243,0.0009270294,0.0006796505,0.001553325,0.005831896,0.002186522,0.001812523,0.0007894047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169642,"about_ca_system_score_gemma":0.002772244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003843677,"about_ca_topic_score_gemma":0.002036547,"domain_scores_codex":[0.9981547,0.0002722233,0.0002975617,0.0003513457,0.0006698708,0.0002541759],"domain_scores_gemma":[0.9984736,0.0002567712,0.000145465,0.0004950805,0.0004857868,0.0001433517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004717048,0.0001717956,0.004126253,0.0005596133,0.00009328943,0.000574697,0.001765942,0.02432458,0.01730279,0.8393773,0.01062252,0.1006097],"study_design_scores_gemma":[0.0002652445,0.0004968437,0.001973022,0.0004909546,0.0003133148,0.001741591,0.0007173549,0.3393475,0.05062617,0.3277054,0.2760465,0.0002760977],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01106888,0.0002852274,0.9783018,0.0005334265,0.00008281299,0.0002361358,0.0001679582,0.002919912,0.006403877],"genre_scores_gemma":[0.2966128,0.001033304,0.6782951,0.0008899916,0.0001387604,0.001485142,0.00115844,0.001100281,0.01928623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004018104,"threshold_uncertainty_score":0.01207465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07676676350857227,"score_gpt":0.317477860774024,"score_spread":0.2407110972654518,"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."}}