{"id":"W2135119492","doi":"","title":"Rough sets and infomorphisms: towards approximation of relations in distributed environments","year":2002,"lang":"en","type":"article","venue":"Fundamenta Informaticae","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Rough set; Set (abstract data type); Information system; Computer science; Mathematics; Theoretical computer science; Algebra over a field; Discrete mathematics; Data mining; Pure mathematics; Engineering","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":[0.003806561,0.001138449,0.001447163,0.002661418,0.0009029692,0.004879209,0.002173245,0.001437402,0.001246774],"category_scores_gemma":[0.01151766,0.0007872532,0.002098517,0.003564929,0.004777908,0.01098115,0.003744184,0.003945693,0.0004364806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189883,"about_ca_system_score_gemma":0.0008483338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732,"about_ca_topic_score_gemma":0.00143817,"domain_scores_codex":[0.9964748,0.001370041,0.0002326524,0.0004649209,0.001264491,0.0001930087],"domain_scores_gemma":[0.9948903,0.002879383,0.0006220774,0.001014286,0.0004111759,0.0001827853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005020902,0.00002993429,0.0005636569,0.0001397588,0.0000636455,0.0002023053,0.0007853585,0.06241195,0.0009290264,0.8984791,0.0009890044,0.035356],"study_design_scores_gemma":[0.00001310506,0.00003120821,0.0002084884,0.00004418677,0.00002407806,0.00009381202,0.0001563595,0.1411944,0.0004764822,0.8531499,0.004588741,0.00001926842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01286275,0.001643038,0.9810005,0.000653733,0.00007204933,0.0000260474,0.00005412341,0.0001144043,0.003573312],"genre_scores_gemma":[0.3415128,0.004147943,0.6501408,0.0002570314,0.0003987632,0.000198355,0.0002292431,0.00006522043,0.003049756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004879209,"threshold_uncertainty_score":0.02013129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374613452979048,"score_gpt":0.2173961277440722,"score_spread":0.1936499932142817,"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."}}