{"id":"W2245546635","doi":"","title":"Towards a uniform data model in multi-database environments","year":2014,"lang":"en","type":"article","venue":"Computer Science and Software Engineering","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"NoSQL; Computer science; Obsolescence; Workflow; Database; Data modeling; Data science; Relational database; Consistency (knowledge bases); Data migration; Data consistency; Data model (GIS); Data management; Scalability","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":[0.001632319,0.0001676294,0.0001553742,0.000281744,0.0001501891,0.000261567,0.002442029,0.00003083994,2.839953e-7],"category_scores_gemma":[0.0001685593,0.0001558293,0.00001637528,0.0005827367,0.00008621781,0.0003063978,0.004278678,0.0001524684,0.000005936549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006759869,"about_ca_system_score_gemma":0.00005402204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000200417,"about_ca_topic_score_gemma":0.000002470352,"domain_scores_codex":[0.9981206,0.00001645283,0.000197673,0.0007699145,0.0004563361,0.000439034],"domain_scores_gemma":[0.998478,0.00006483849,0.00003635357,0.001237983,0.00002018119,0.0001626528],"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":[5.46545e-7,0.00004763785,0.000502553,0.00002848256,0.000003684465,0.00001015804,0.0004668503,0.7433895,0.0001019304,0.002493107,0.00005212962,0.2529035],"study_design_scores_gemma":[0.0002676915,0.0000196536,0.003566563,0.00005240093,0.000001688394,0.000007621073,0.000002537748,0.9945435,0.00005167819,0.00005153078,0.001232602,0.0002025413],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04314023,0.00005444784,0.9561439,0.0001222425,0.0002539438,0.00009257439,0.000001678397,0.0001761095,0.00001489796],"genre_scores_gemma":[0.3571588,0.000006159936,0.6425637,0.0001995115,0.00004049371,0.000003160289,0.000002057336,0.000006999986,0.00001915931],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3140185,"threshold_uncertainty_score":0.6354536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707114994076196,"score_gpt":0.231166576871261,"score_spread":0.2040954269304991,"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."}}