{"id":"W1985795626","doi":"10.1145/371920.371979","title":"A unified constraint model for XML","year":2001,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science; Data integrity; XML; Consistency (knowledge bases); XML Schema (W3C); Programming language; Schema (genetic algorithms); XML validation; Constraint (computer-aided design); Document Structure Description; RELAX NG; XML Schema Editor; Theoretical computer science; Database; Information retrieval; Artificial intelligence; XML Encryption; World Wide Web; Mathematics","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":[0.00009238075,0.00006174073,0.00008035605,0.00002450963,0.00006523894,0.00002202542,0.0001656782,0.00001888405,0.000009615718],"category_scores_gemma":[0.00001704643,0.00004839584,0.00003142971,0.00007910467,0.00002655251,0.0003376467,0.00006501804,0.0000239882,0.00001381369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009812919,"about_ca_system_score_gemma":0.00004350509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001395076,"about_ca_topic_score_gemma":0.00003248363,"domain_scores_codex":[0.9994767,0.000005581376,0.0001115162,0.000180116,0.00006742989,0.0001585961],"domain_scores_gemma":[0.9995326,0.00003504068,0.00002610998,0.000307816,0.00004762852,0.00005078155],"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":[0.000002670346,0.000008288554,0.000008138002,0.000003843492,0.000002433981,0.000002528754,0.00009012482,0.001054383,0.0002784703,0.9883751,0.0009794595,0.009194585],"study_design_scores_gemma":[0.0002037288,0.00001834117,0.000005720072,0.000005047978,7.813291e-7,0.00002090553,0.00004163524,0.9170389,0.0002897025,0.01053833,0.07174908,0.00008783038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0004631103,0.00001806313,0.987817,0.0004962748,0.00008709567,0.0001521373,0.00001138737,0.0001461992,0.01080867],"genre_scores_gemma":[0.1601366,0.000006624877,0.833141,0.0004654713,0.00003085059,0.00003391373,0.000004827534,0.000004104528,0.006176637],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9778367,"threshold_uncertainty_score":0.1973525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297505834151318,"score_gpt":0.2794279412519501,"score_spread":0.236452882910437,"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."}}