{"id":"W2406990242","doi":"10.4242/balisagevol3.muldner01","title":"XSAQCT: XML Queryable Compressor","year":2009,"lang":"en","type":"article","venue":"Balisage series on markup technologies","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; XML; Database; Gas compressor; Accounting; Software engineering; World Wide Web; Engineering; Business; Mechanical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002201203,0.0003424142,0.000385192,0.0002199548,0.0003229199,0.0001692029,0.001341942,0.0001953538,0.0000210426],"category_scores_gemma":[0.0002624443,0.0002860402,0.00009227566,0.0006097569,0.0002541324,0.001779646,0.0003749282,0.0003019628,0.00009541577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005943879,"about_ca_system_score_gemma":0.0000354998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002343663,"about_ca_topic_score_gemma":0.00001548668,"domain_scores_codex":[0.9979995,0.00005407866,0.0003551123,0.0006678677,0.0003499606,0.0005735027],"domain_scores_gemma":[0.9977908,0.00008699884,0.0001638443,0.001823887,0.00008073426,0.00005376842],"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":[0.00004096931,0.00007348177,0.0000634099,0.00003080993,0.00001301295,0.0001012863,0.00009165632,0.00005257041,0.003329331,0.8984647,0.01163285,0.08610597],"study_design_scores_gemma":[0.0004314475,0.0007849945,0.0009720292,0.0001611591,0.000006476218,0.0001020093,0.001081577,0.0003664767,0.08438282,0.03885411,0.8720862,0.0007706521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007854982,0.004135051,0.8594417,0.03569281,0.00155353,0.001270873,0.0001991805,0.020832,0.06901988],"genre_scores_gemma":[0.6766258,0.0008607832,0.3155027,0.001527118,0.000109465,0.0001325097,0.00003977227,0.00004016031,0.005161624],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8604534,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009228316138441564,"score_gpt":0.2297983960779826,"score_spread":0.220570079939541,"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."}}