{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00192402,0.001805309,0.001099749,0.002215484,0.001595933,0.005890395,0.002699963,0.002199745,0.3427094],"category_scores_gemma":[0.004031231,0.0010139,0.001325443,0.002577997,0.0007937998,0.005604735,0.004288273,0.002756643,0.2640737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001455672,"about_ca_system_score_gemma":0.002469623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004742703,"about_ca_topic_score_gemma":0.004425864,"domain_scores_codex":[0.9976829,0.0002807658,0.000120103,0.0006148908,0.0009940448,0.0003071834],"domain_scores_gemma":[0.99784,0.0003498746,0.00007762829,0.0006364685,0.0007973266,0.0002985979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005189589,0.00008665728,0.0006652211,0.0008612247,0.00003585891,0.0005330447,0.0005053964,0.001034939,0.009787456,0.03142405,0.7700187,0.1845286],"study_design_scores_gemma":[0.00004276027,0.00003777952,0.0004138778,0.00009841087,0.00001320412,0.0003840463,0.0001290569,0.001711555,0.003056978,0.005730203,0.9883442,0.00003798947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005585436,0.002971576,0.1034895,0.002851099,0.001878763,0.0006300086,0.028229,0.1500693,0.7042953],"genre_scores_gemma":[0.05599687,0.005002071,0.1114839,0.003962436,0.0006745369,0.001129049,0.1100563,0.05214644,0.6595485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3427094,"threshold_uncertainty_score":0,"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."}}