{"id":"W1627988614","doi":"10.3233/fun-2006-742-305","title":"Rough Relation Algebras Revisited","year":2006,"lang":"en","type":"article","venue":"Fundamenta Informaticae","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Relation (database); Mathematics; Algebra over a field; Pure mathematics; Computer science; Data mining","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002213727,0.0001320597,0.0001418047,0.00009530397,0.0001655261,0.0003736366,0.0005150778,0.00006011682,0.0001130264],"category_scores_gemma":[0.0000169706,0.000109595,0.00006113506,0.0003956065,0.00003104658,0.001691245,0.0001785343,0.000109765,0.001132338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006818255,"about_ca_system_score_gemma":0.00002378619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003767211,"about_ca_topic_score_gemma":0.000001699885,"domain_scores_codex":[0.9987843,0.00002496497,0.0004527501,0.0001508833,0.0003061553,0.0002809553],"domain_scores_gemma":[0.999202,0.00004625451,0.0001506274,0.0005062465,0.00003681697,0.00005810465],"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":[0.000005636787,0.0000824444,0.003777259,0.00005090233,0.00001793207,0.000007757567,0.0008847667,0.0003656147,0.00004238783,0.8938307,0.05582909,0.04510552],"study_design_scores_gemma":[0.001584716,0.0002957885,0.1390284,0.0001112096,0.0000257587,0.0000795864,0.0001014055,0.2481295,0.0003717501,0.09388431,0.5154816,0.0009060032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03500918,0.0001869238,0.4464945,0.002025526,0.0004715801,0.0005183627,0.000009293831,0.000645946,0.5146387],"genre_scores_gemma":[0.8709465,0.00001638465,0.1258072,0.00231645,0.000143987,0.00002155259,0.00008581651,0.000009156184,0.0006529383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8359374,"threshold_uncertainty_score":0.9996454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072285335863652,"score_gpt":0.2171135982155366,"score_spread":0.2063907448569001,"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."}}