{"id":"W2952506074","doi":"","title":"Q-closure spaces","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Closure (psychology); Closure operator; Mathematics; Morphism; Pure mathematics; Space (punctuation); Generality; Topological space; Category theory; Discrete mathematics; Algebra over a field; Closed set; Computer science","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":[0.002277628,0.0005904374,0.0005300574,0.00240983,0.001667292,0.003113176,0.0007991559,0.0008149574,0.0054797],"category_scores_gemma":[0.002688309,0.0003618209,0.001154543,0.00106817,0.0054234,0.007573796,0.004354623,0.001714445,0.000544005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268979,"about_ca_system_score_gemma":0.0007339274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008065807,"about_ca_topic_score_gemma":0.0003879979,"domain_scores_codex":[0.9979551,0.000483948,0.0001689004,0.0006194709,0.000511666,0.0002609002],"domain_scores_gemma":[0.9980263,0.0007139083,0.0002145001,0.0002525951,0.0004149402,0.0003777043],"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":[0.00001755279,0.00001456064,0.0002294798,0.00004349178,0.00001169553,0.00009979436,0.0003843275,0.0003127093,0.001314675,0.9936324,0.0002945563,0.003644715],"study_design_scores_gemma":[0.00002064935,0.00006911156,0.0007000636,0.00003655403,0.00001808957,0.0002920511,0.0004812964,0.00413132,0.002011837,0.9706898,0.02152298,0.00002617119],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.321225,0.003534848,0.6017452,0.002504555,0.0005522463,0.0002742884,0.001083964,0.0005658716,0.06851404],"genre_scores_gemma":[0.9080513,0.00100619,0.07402507,0.00051263,0.0003645558,0.0002970884,0.0005636742,0.00009796927,0.0150816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0054797,"threshold_uncertainty_score":0.01833141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100268598146005,"score_gpt":0.1859905787979316,"score_spread":0.0759637189833311,"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."}}