{"id":"W4230811822","doi":"10.1007/978-0-387-39940-9_3372","title":"Query by Example","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Information retrieval","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":[],"consensus_categories":[],"category_scores_codex":[0.0006943243,0.001292067,0.001349297,0.001792099,0.0008140784,0.004171528,0.001500573,0.001563331,0.1791415],"category_scores_gemma":[0.004807405,0.0004450355,0.0009985471,0.002337283,0.0005886307,0.006039688,0.002529122,0.001210577,0.09561847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009628563,"about_ca_system_score_gemma":0.0007216473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965329,"about_ca_topic_score_gemma":0.003496311,"domain_scores_codex":[0.9984999,0.0002429769,0.0001035995,0.0002800335,0.000712247,0.0001612572],"domain_scores_gemma":[0.9989935,0.0004189437,0.0000346129,0.0002662633,0.0002353589,0.00005141739],"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":[0.0002425107,0.00007917329,0.0003614711,0.0008097369,0.00004169096,0.0003324806,0.000279789,0.001112762,0.002731525,0.1076183,0.7060628,0.1803278],"study_design_scores_gemma":[0.00004957219,0.00002163824,0.0001809905,0.0001210318,0.00002365698,0.0003827354,0.0001035694,0.004012947,0.001880191,0.03038472,0.9628133,0.00002578645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006923469,0.004339041,0.3122925,0.00747995,0.001940554,0.001488673,0.03354141,0.04096274,0.5910316],"genre_scores_gemma":[0.1235789,0.008715971,0.2399143,0.006706671,0.001382998,0.001620871,0.06151753,0.01595079,0.5406119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1791415,"threshold_uncertainty_score":0.5992879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560746546960021,"score_gpt":0.2260591352089334,"score_spread":0.2104516697393332,"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."}}