{"id":"W3030860881","doi":"10.1109/icde48307.2020.00193","title":"Discovering Band Order Dependencies","year":2020,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Semantics (computer science); Computer science; Monotonic function; Polynomial; Order (exchange); Time complexity; Data integrity; Algorithm; Theoretical computer science; Data mining; Programming language; Mathematics; Database","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":[0.0000305138,0.00004894565,0.00006403449,0.00001017387,0.00003753668,0.0001118631,0.0004084174,0.00001554335,0.00004643871],"category_scores_gemma":[0.00006304414,0.00003503525,0.0000180018,0.0001467378,0.00001374679,0.0003151276,0.0001487213,0.0000351007,0.00009752758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003213232,"about_ca_system_score_gemma":0.000021037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003696169,"about_ca_topic_score_gemma":0.0000265383,"domain_scores_codex":[0.9995584,0.000007296751,0.00006235439,0.0001565224,0.0001004757,0.0001148854],"domain_scores_gemma":[0.999756,0.00003168616,0.0000115844,0.0001412424,0.00001600202,0.00004353492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001665143,0.00006749594,0.05523602,0.00008455596,0.00007197174,0.0002249557,0.01303054,0.00108413,0.01972367,0.8169906,0.0240809,0.06938855],"study_design_scores_gemma":[0.002190991,0.0006169436,0.1221272,0.00004535613,0.00002761335,0.0001103181,0.004714816,0.442797,0.3015077,0.02360017,0.1003355,0.001926318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05810684,0.00009124738,0.9018067,0.008312765,0.0001249695,0.00003225423,1.310472e-7,0.0002622551,0.03126284],"genre_scores_gemma":[0.9627801,0.00000678073,0.03520935,0.001707125,0.00003356269,0.000001216487,1.063517e-7,0.000001765584,0.0002600054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9046732,"threshold_uncertainty_score":0.1428696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018934191394638,"score_gpt":0.2218142618308359,"score_spread":0.1916249199168895,"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."}}