{"id":"W4248809068","doi":"10.1145/342009.335409","title":"XTRACT","year":2000,"lang":"en","type":"article","venue":"","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science; XML validation; Document Structure Description; RELAX NG; Document type definition; XML Schema Editor; Well-formed document; XML Schema (W3C); XML; Streaming XML; Information retrieval; Programming language; Simple API for XML; Efficient XML Interchange; XML Signature; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002902595,0.00148043,0.001038659,0.002591496,0.001256764,0.005493193,0.003983581,0.002289868,0.07592473],"category_scores_gemma":[0.01545788,0.001036901,0.001997599,0.003109919,0.0009235136,0.005746903,0.003145984,0.002609062,0.06446952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414077,"about_ca_system_score_gemma":0.002373069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005036589,"about_ca_topic_score_gemma":0.003885039,"domain_scores_codex":[0.9966968,0.0005450408,0.0003283171,0.0007295407,0.001467163,0.0002332155],"domain_scores_gemma":[0.9952807,0.00138526,0.0003523652,0.001637331,0.00113372,0.0002106237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006248241,0.00009999503,0.0018468,0.0008457943,0.0001273796,0.0005756992,0.000307669,0.009333481,0.005245637,0.06208796,0.5776484,0.3412564],"study_design_scores_gemma":[0.00009840054,0.0000926579,0.0007552201,0.0001546253,0.00004982356,0.0005767029,0.00006664008,0.068083,0.009329205,0.04832224,0.8723844,0.00008702221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.004143927,0.001471852,0.5659677,0.001805346,0.001200253,0.0007246647,0.03895768,0.3142181,0.07151052],"genre_scores_gemma":[0.06919917,0.003009988,0.536665,0.002404437,0.000762875,0.001344469,0.2427288,0.05306061,0.09082482],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9240752,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003759429383309652,"score_gpt":0.2165159432663935,"score_spread":0.2127565138830839,"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."}}