{"id":"W2148832586","doi":"10.1145/564691.564713","title":"StatiX","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Document Structure Description; Computer science; XML Schema Editor; XML validation; XML database; XML Schema (W3C); Information retrieval; Efficient XML Interchange; Streaming XML; RELAX NG; XML; Data mining; Database; XML Encryption; World Wide Web","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":[0.00002491738,0.00002941367,0.00003377198,0.00001379383,0.0000321596,0.00001406953,0.0001112263,0.00000591196,0.0002599307],"category_scores_gemma":[0.000006253619,0.00002193545,0.000009248106,0.00007719087,0.000007864061,0.0004146951,0.00005596049,0.00001689173,0.000513479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003546338,"about_ca_system_score_gemma":0.000001488385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001104496,"about_ca_topic_score_gemma":0.000004803286,"domain_scores_codex":[0.9997063,0.000006397639,0.0000525691,0.0000933551,0.00006283899,0.00007859139],"domain_scores_gemma":[0.9996967,0.00001287648,0.00001123898,0.0002402836,0.0000113467,0.00002750063],"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":[4.562276e-8,0.00000514906,0.00004261281,0.000001323853,8.30466e-7,0.000004294821,0.0001140222,0.000004182879,0.00006974119,0.9618885,0.01464485,0.02322446],"study_design_scores_gemma":[0.00006632364,0.00001591235,0.0001330675,0.000002552088,2.014043e-7,0.00001022969,0.00002013819,0.0275537,0.000742343,0.0009562447,0.9704246,0.00007470168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002117549,0.0000763914,0.942703,0.0003632071,0.00009366061,0.00002040877,0.000001194042,0.0001230966,0.05640727],"genre_scores_gemma":[0.09750448,0.00001973939,0.8816405,0.0006328331,0.00003681159,0.000002897996,7.808946e-7,0.000003147339,0.02015881],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9609323,"threshold_uncertainty_score":0.6599905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347652154432646,"score_gpt":0.2139451348308062,"score_spread":0.1904686132864797,"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."}}