{"id":"W2918480433","doi":"10.1007/978-1-4899-7993-3_80680-1","title":"Rank-Aware Query Processing","year":2016,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rank (graph theory); Computer science; Information retrieval; Mathematics; Combinatorics","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":[0.0009364835,0.0012515,0.001616077,0.001640812,0.0007558038,0.003481721,0.002557014,0.0008120242,0.01714408],"category_scores_gemma":[0.002723321,0.0006181317,0.0008089569,0.003466812,0.0004831743,0.002987406,0.001909871,0.001830198,0.01540867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006735749,"about_ca_system_score_gemma":0.00129377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750099,"about_ca_topic_score_gemma":0.002966472,"domain_scores_codex":[0.9981912,0.0001806787,0.0001225166,0.0003154292,0.001020436,0.0001696892],"domain_scores_gemma":[0.9987079,0.0002892037,0.00005104681,0.0005168556,0.0003878264,0.00004711374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002303296,0.0001768806,0.0002857836,0.0006396453,0.00008183016,0.00007961428,0.0000858531,0.01239488,0.02300052,0.03372861,0.1161753,0.8131209],"study_design_scores_gemma":[0.00008815469,0.0002802307,0.001076602,0.0001808036,0.0001828754,0.001270227,0.000188949,0.4638689,0.06938407,0.1524296,0.3109,0.0001495492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005301508,0.009163006,0.9376152,0.0008745957,0.0006250936,0.0002177377,0.00184951,0.01348162,0.03087163],"genre_scores_gemma":[0.1155374,0.009992309,0.79668,0.0007943822,0.001098992,0.0001827161,0.008935003,0.001649732,0.06512941],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01714408,"threshold_uncertainty_score":0.05735266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644125424369736,"score_gpt":0.2305728009067558,"score_spread":0.2141315466630584,"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."}}