{"id":"W2781233888","doi":"10.7763/ijcte.2017.v9.1160","title":"Review on JPA Based ORM Data Persistence Framework","year":2017,"lang":"en","type":"article","venue":"International Journal of Computer Theory and Engineering","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Persistence (discontinuity); Persistent data structure; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001445642,0.0001083676,0.0001602789,0.0001426538,0.00006943238,0.0003662362,0.00398408,0.00003401719,0.00001217326],"category_scores_gemma":[0.001604527,0.00009257034,0.00005635731,0.00004282233,0.00002894005,0.0007225568,0.0006352947,0.0003253329,0.000005775552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003434621,"about_ca_system_score_gemma":0.00003949496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.485691e-7,"about_ca_topic_score_gemma":3.693757e-8,"domain_scores_codex":[0.9990277,0.00003502544,0.000221108,0.0001775918,0.0004038161,0.0001347238],"domain_scores_gemma":[0.9976034,0.001168094,0.000147655,0.0007967124,0.0001847585,0.00009936227],"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":[0.0002180545,0.0002722493,0.003082717,0.001134176,0.001014256,0.001610152,0.0005741669,0.07162102,0.000412604,0.2930292,0.00547858,0.6215528],"study_design_scores_gemma":[0.001339167,0.000483692,0.0392668,0.02241368,0.00004815032,0.001215028,0.000006149065,0.8726192,0.0006846133,0.008200796,0.05294967,0.0007730192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004469771,0.002024502,0.989875,0.001641189,0.001878056,0.00003740094,0.000002878372,0.00003536873,0.00003587036],"genre_scores_gemma":[0.8323301,0.001332488,0.1643332,0.001087341,0.0008872272,0.000001461719,0.000001850359,0.00001497088,0.00001135144],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8278603,"threshold_uncertainty_score":0.7403479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0466802164971007,"score_gpt":0.3171926362971748,"score_spread":0.2705124198000741,"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."}}