{"id":"W2080359851","doi":"10.1145/1723028.1723075","title":"The 'X' side of Cobra","year":2009,"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":"IBM (Canada)","funders":"","keywords":"XML; Computer science; Database; Representation (politics); Relational database; XML database; Document Structure Description; Data exchange; 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":[0.00008435771,0.00002786943,0.00004235697,0.000007342095,0.00005915678,0.00001117134,0.0001986313,0.000006435684,0.000001993306],"category_scores_gemma":[0.00001813649,0.0000146183,0.00001552197,0.00007708795,0.00001936003,0.000191403,0.00003853902,0.00001824105,0.00001055435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002391185,"about_ca_system_score_gemma":0.00001156163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001165153,"about_ca_topic_score_gemma":0.00001583251,"domain_scores_codex":[0.9996909,0.000009894555,0.00008664263,0.00006537319,0.00007506785,0.00007207839],"domain_scores_gemma":[0.9995878,0.00005158662,0.00002962899,0.0002911594,0.00002375828,0.00001605541],"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":[4.857189e-7,0.000002859726,0.000008181486,4.893424e-7,6.65801e-7,0.000001178205,0.00003174468,0.000004643548,0.0006778128,0.9515491,0.0006614577,0.04706145],"study_design_scores_gemma":[0.0001669753,0.000133811,0.004559417,0.00001573187,0.000001049855,0.00003166284,0.000124513,0.004992313,0.03432425,0.03164224,0.9238785,0.0001295565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0004406655,0.0001540831,0.964174,0.001079298,0.0000712624,0.00003113773,6.542954e-7,0.00003677415,0.03401218],"genre_scores_gemma":[0.8149739,0.00003362969,0.1808774,0.0005419023,0.00003602899,0.000001796271,5.392835e-7,0.00000157558,0.003533216],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.923217,"threshold_uncertainty_score":0.0596117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008232499006083627,"score_gpt":0.2386117115955431,"score_spread":0.2303792125894594,"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."}}