{"id":"W2140755262","doi":"10.1109/wcre.2000.891483","title":"Defining, transforming, and exchanging high-level schemas","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Abstraction; Reverse engineering; Software engineering; Programming language; Data exchange; Data science; Database","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":[0.00009483146,0.00009679948,0.0001109256,0.00005856972,0.0001281817,0.00003233662,0.0001161509,0.00002750761,0.00009335705],"category_scores_gemma":[0.00001304578,0.00007937737,0.00002007716,0.0001373426,0.0000290125,0.000768133,0.00008617552,0.00005380279,0.00006734746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000806001,"about_ca_system_score_gemma":0.000004698738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000560409,"about_ca_topic_score_gemma":0.00002601792,"domain_scores_codex":[0.9992907,0.000009715373,0.0001273581,0.0002404705,0.0001178636,0.00021386],"domain_scores_gemma":[0.9995971,0.00003113207,0.00002827987,0.0002550423,0.00001870279,0.00006975674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[2.791662e-7,0.000006624645,0.00005259832,0.00001258727,0.000003308594,0.000006800728,0.0005066534,0.000002178631,0.0001933626,0.9490791,0.0006391315,0.04949736],"study_design_scores_gemma":[0.001237892,0.0001563176,0.0007596218,0.0001537397,0.000009512863,0.0002853491,0.0004071974,0.04709227,0.02143854,0.002802967,0.9247439,0.0009126739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003785785,0.0009457556,0.9847288,0.0003935032,0.0001225604,0.00006284766,0.000007022728,0.0001641193,0.009789575],"genre_scores_gemma":[0.244121,0.0001088542,0.7506912,0.0003020666,0.00004063054,0.00001347359,0.000002537562,0.000009152899,0.004711046],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9462761,"threshold_uncertainty_score":0.3236915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584517947490311,"score_gpt":0.226476895739955,"score_spread":0.2006317162650519,"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."}}