{"id":"W4386996177","doi":"10.3390/sym15101808","title":"Continuous Mapping of Covering Approximation Spaces and Topologies Induced by Arbitrary Covering Relations","year":2023,"lang":"en","type":"article","venue":"Symmetry","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Rough set; Mathematics; Homeomorphism (graph theory); Topological space; Network topology; Space (punctuation); Set (abstract data type); Topology (electrical circuits); Discrete mathematics; Computer science; Pure mathematics; Combinatorics; Artificial intelligence","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":[0.002115414,0.0005355109,0.0006183682,0.002213533,0.0009550869,0.002369734,0.0005717773,0.0006880672,0.002167998],"category_scores_gemma":[0.00689377,0.0002615035,0.001554087,0.001797157,0.002400081,0.005239425,0.001713438,0.00147438,0.0002937554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00087514,"about_ca_system_score_gemma":0.0004824175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006075543,"about_ca_topic_score_gemma":0.0002453056,"domain_scores_codex":[0.9977446,0.0007843183,0.0001850549,0.0004928643,0.0006339651,0.0001592306],"domain_scores_gemma":[0.9967463,0.001433625,0.0004571676,0.000546725,0.0005121641,0.0003040178],"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":[0.00005350803,0.00002322664,0.001566412,0.0001067018,0.00005382534,0.0001673553,0.0006994627,0.01046597,0.00310016,0.9483961,0.0006868369,0.03468053],"study_design_scores_gemma":[0.00002256426,0.0001819466,0.002224957,0.00005697062,0.00004221944,0.0007869377,0.0004732529,0.1056153,0.003163807,0.8746839,0.01269635,0.00005181139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.19683,0.001526609,0.7844931,0.0005548236,0.0001499041,0.00008133611,0.0002229457,0.0001959276,0.01594524],"genre_scores_gemma":[0.8313691,0.001420507,0.1624262,0.0001314516,0.0002259878,0.0002318925,0.0005709467,0.00006458784,0.003559288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002369734,"threshold_uncertainty_score":0.01118749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254065813738257,"score_gpt":0.2383325434606463,"score_spread":0.2157918853232638,"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."}}