{"id":"W2101114896","doi":"10.1145/2597073.2597091","title":"Mining modern repositories with elasticsearch","year":2014,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Key (lock); Competitive advantage; Relational database; Data science; Database; World Wide Web; Computer security; Business","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":[0.003322294,0.001302529,0.001349191,0.01945256,0.002019114,0.005852166,0.00394319,0.001875469,0.00496213],"category_scores_gemma":[0.01971444,0.001067201,0.001761293,0.0269434,0.001257148,0.01104369,0.004515975,0.001552895,0.004487605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233655,"about_ca_system_score_gemma":0.003330128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007746284,"about_ca_topic_score_gemma":0.01461064,"domain_scores_codex":[0.9935768,0.0007529426,0.0009136351,0.001273706,0.002926345,0.0005564339],"domain_scores_gemma":[0.9938897,0.001226749,0.0006083883,0.002493456,0.001551333,0.0002302894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006331794,0.0008603712,0.05903564,0.001343915,0.0006468912,0.002057201,0.001047322,0.05953703,0.006726473,0.04958227,0.0739585,0.7445712],"study_design_scores_gemma":[0.0002030825,0.0003004394,0.02266402,0.0006682923,0.0003706031,0.003163492,0.002852266,0.6081736,0.01310638,0.1661618,0.1821743,0.0001616614],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2854673,0.008906961,0.5757731,0.005115604,0.0008213146,0.001330189,0.05673129,0.0300443,0.03580991],"genre_scores_gemma":[0.4363035,0.004813292,0.4432239,0.0007226727,0.0003608191,0.0008733518,0.1008503,0.001426209,0.01142607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01945256,"threshold_uncertainty_score":0.01757014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624511430156587,"score_gpt":0.2380606431144982,"score_spread":0.2218155288129323,"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."}}