{"id":"W2548429475","doi":"10.14778/3007263.3007289","title":"Sapphire","year":2016,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"SPARQL; Computer science; RDF; Information retrieval; Linked data; RDF Schema; Cloud computing; Vocabulary; Database; Semantic 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":[0.0001534994,0.0000767219,0.0001012127,0.00003208968,0.00005381616,0.00003102657,0.00116681,0.0000241199,0.000007999537],"category_scores_gemma":[0.00008835635,0.00003337328,0.00006720408,0.0001411696,0.00006422758,0.0002321045,0.0004701336,0.00003118084,0.00001999096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002762412,"about_ca_system_score_gemma":0.00001456537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009683239,"about_ca_topic_score_gemma":8.044335e-7,"domain_scores_codex":[0.9992781,0.000002415493,0.000138533,0.0001773674,0.0002297109,0.0001739219],"domain_scores_gemma":[0.9995897,0.00003614194,0.0001042276,0.0001631601,0.00007783576,0.00002897395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008102873,0.00006936025,0.01782748,0.00003684961,0.00003164232,5.666241e-7,0.0005915943,2.917962e-7,0.2066006,0.6823609,0.01043004,0.08204249],"study_design_scores_gemma":[0.0005526902,0.00008419057,0.02434375,0.0001495899,0.00001052681,0.00002088197,0.0001049386,0.00008643755,0.8878292,0.07447688,0.01218231,0.0001586552],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8444193,0.0004999831,0.01206112,0.0629525,0.001543785,0.0007139052,0.000002874684,0.0004852233,0.07732128],"genre_scores_gemma":[0.9944668,0.00002850073,0.004506532,0.0001696025,0.00003456254,0.00001316494,9.096623e-9,0.000003175015,0.0007776066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6812286,"threshold_uncertainty_score":0.2168242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102290252870304,"score_gpt":0.1994895982134545,"score_spread":0.1892605729264241,"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."}}