{"id":"W4384927392","doi":"10.20944/preprints202307.1364.v1","title":"Continuous Mapping of Covering Approximate Space and Topology Induced by Arbitrary Covering Relation","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Guangxi Province; National Natural Science Foundation of China","keywords":"Mathematics; Topological space; Relation (database); Homeomorphism (graph theory); Space (punctuation); Combinatorics; Discrete mathematics; Topology (electrical circuits); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001261683,0.0005180743,0.0007040919,0.001606532,0.001224125,0.002495021,0.0005993776,0.0006897982,0.002382114],"category_scores_gemma":[0.004928418,0.0003200031,0.001497129,0.001323436,0.002112345,0.004802135,0.002290883,0.001328993,0.0002451438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208263,"about_ca_system_score_gemma":0.0006573657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511321,"about_ca_topic_score_gemma":0.0006045783,"domain_scores_codex":[0.9978802,0.0005068189,0.0001541055,0.0006510396,0.0006184611,0.000189491],"domain_scores_gemma":[0.9978529,0.0007945677,0.0002824873,0.0003427652,0.000432579,0.0002946042],"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":[0.00007566235,0.00003073426,0.002640541,0.0001229574,0.00005687417,0.0003115941,0.0009011193,0.0156196,0.005565083,0.9454099,0.001103792,0.02816205],"study_design_scores_gemma":[0.00003194482,0.0002337653,0.003973653,0.00006001627,0.00006390478,0.001369189,0.0007516926,0.2205599,0.004823804,0.7502872,0.01776509,0.00007983109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2976806,0.001643856,0.6777719,0.0009363437,0.0001753355,0.00006697534,0.0003032773,0.0003478821,0.0210739],"genre_scores_gemma":[0.8717273,0.001107688,0.1206416,0.0002068105,0.0001799503,0.0001778361,0.000596907,0.00008370208,0.005278232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002495021,"threshold_uncertainty_score":0.008766592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150922593296177,"score_gpt":0.3070046546802113,"score_spread":0.1919123953505936,"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."}}