{"id":"W3096138397","doi":"10.3390/sym12111799","title":"DSP: Schema Design for Non-Relational Applications","year":2020,"lang":"en","type":"article","venue":"Symmetry","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"NoSQL; Computer science; Relational database; Schema (genetic algorithms); Semi-structured model; Database schema; SQL; Database; Star schema; Conceptual schema; Big data; Data mining; Database design; Information retrieval","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":[0.0001037113,0.00007294762,0.00009229194,0.0000313058,0.0001244185,0.00002047807,0.0002156868,0.00003159848,0.000007426283],"category_scores_gemma":[0.00005801118,0.00006816187,0.00004112975,0.00032445,0.00001988418,0.0003485237,0.00008807287,0.00005348614,0.0001629884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000123275,"about_ca_system_score_gemma":0.00005605119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001491128,"about_ca_topic_score_gemma":2.304732e-7,"domain_scores_codex":[0.99935,0.00001207555,0.0001390916,0.000254195,0.0001152344,0.0001293868],"domain_scores_gemma":[0.9994072,0.0001427598,0.00005546171,0.0002471195,0.00006092664,0.0000864755],"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":[0.000003917076,0.00001174679,0.00005958611,0.00002911259,0.000009351249,5.625462e-7,0.00007362954,0.0001453599,0.001136994,0.9832472,0.007146212,0.00813633],"study_design_scores_gemma":[0.0004436612,0.00008195702,0.0002861732,0.00001590418,0.000006188915,0.000005325206,0.00005038965,0.1143094,0.007285705,0.007327687,0.8699384,0.000249237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00003636285,0.0001010231,0.9967357,0.001506741,0.00007350197,0.0004194831,0.0000328864,0.0001025329,0.0009917534],"genre_scores_gemma":[0.03330692,0.000002439442,0.965247,0.0007365697,0.0002431792,0.0002559961,0.00002504557,0.000007944502,0.0001749488],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9759195,"threshold_uncertainty_score":0.277956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05050892290811986,"score_gpt":0.2765926388141499,"score_spread":0.22608371590603,"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."}}