{"id":"W4254852241","doi":"10.1145/872858.872862","title":"TIMBER","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; XML database; Streaming XML; Relational database; XML Schema Editor; Efficient XML Interchange; XML; XML validation; XML Encryption; Database; XPath; Document Structure Description; Information retrieval; Set (abstract data type); XML Schema (W3C); XML Signature; Programming language; 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":[0.001111447,0.000780582,0.0006691652,0.002260237,0.001582313,0.004708806,0.00227082,0.001616405,0.2775748],"category_scores_gemma":[0.002915948,0.0006812467,0.0006464235,0.003267131,0.0006227695,0.00612546,0.003297136,0.001683824,0.2469548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008417652,"about_ca_system_score_gemma":0.001480832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004128362,"about_ca_topic_score_gemma":0.006885557,"domain_scores_codex":[0.998733,0.0001094048,0.00009202293,0.000237239,0.0007132399,0.0001150554],"domain_scores_gemma":[0.9982204,0.0002171805,0.00008273121,0.0005410095,0.0006917038,0.000246958],"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":[0.0001661914,0.00006251952,0.000548447,0.0003035625,0.00001732788,0.0002325661,0.0002559131,0.0003482675,0.005060547,0.05455037,0.7135612,0.224893],"study_design_scores_gemma":[0.00001086849,0.00001576235,0.0002251697,0.00003239058,0.000005419849,0.0001388562,0.00003956703,0.0005585428,0.00114614,0.006888738,0.990926,0.00001257677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003759963,0.002672447,0.09672111,0.003451287,0.001953819,0.000434309,0.02659999,0.07198195,0.7924252],"genre_scores_gemma":[0.02208226,0.003008054,0.09115864,0.00266721,0.0007297239,0.0003162998,0.06697035,0.01929208,0.7937754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7224252,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009750939769700621,"score_gpt":0.2239954742367677,"score_spread":0.2142445344670671,"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."}}