{"id":"W2627491027","doi":"10.1007/978-1-4614-8265-9","title":"Encyclopedia of Database Systems","year":2018,"lang":"en","type":"book","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":198,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Encyclopedia; Computer science; Database; Information retrieval; World Wide Web; Data science; Library science","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":[0.000282159,0.0002730235,0.0005058422,0.0001438433,0.00005018712,0.00002718122,0.0008667466,0.0001495474,0.00007654274],"category_scores_gemma":[0.00003949157,0.0002183603,0.00008463385,0.00009948808,0.0001204543,0.0006206216,0.0007316363,0.0001464428,0.0003426826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006266391,"about_ca_system_score_gemma":0.0004624989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008241733,"about_ca_topic_score_gemma":0.00002246108,"domain_scores_codex":[0.9982249,0.00004257354,0.0005375489,0.0005398968,0.0004234191,0.0002316389],"domain_scores_gemma":[0.9972153,0.000114573,0.0004091464,0.001941625,0.0002173302,0.0001020803],"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":[0.00000107421,0.000006826405,0.000001084193,0.0002453805,0.00001711662,0.00001269801,0.0000365881,0.00000133275,0.000007055221,0.650691,0.3483556,0.0006243118],"study_design_scores_gemma":[0.00007910516,0.00005214354,8.838701e-7,0.000400651,0.000008601218,0.00002247908,0.00000795976,0.0004873096,0.00003641961,0.0006378458,0.9980115,0.0002550978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.878099e-7,0.0007097675,0.4820353,0.000005891967,0.001105949,0.0001643683,0.0002512605,0.00008853129,0.5156386],"genre_scores_gemma":[0.000003092093,0.0003005083,0.07685608,0.00003018935,0.0005879877,0.00001634516,0.0002189594,0.00002214989,0.9219647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6500531,"threshold_uncertainty_score":0.8904474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370649012213741,"score_gpt":0.2378943340405307,"score_spread":0.2241878439183933,"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."}}