{"id":"W2184211493","doi":"","title":"Spatial and Descriptive Isometries in Proximity Spaces","year":2014,"lang":"en","type":"article","venue":"","topic":"Fuzzy and Soft Set Theory","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Mathematics; Focus (optics); Disjoint sets; Homomorphism; Algebraic number; Pure mathematics; Combinatorics; Algebra over a field; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.002843,0.00007249578,0.0001719007,0.0002775275,0.0000686885,0.0001921842,0.0002186684,0.00005016811,0.000282901],"category_scores_gemma":[0.006608145,0.00004584304,0.00002382889,0.0004778157,0.0001929712,0.0003637198,0.0001062239,0.00008073722,0.0001278869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001039796,"about_ca_system_score_gemma":0.00001770095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000266137,"about_ca_topic_score_gemma":0.001110194,"domain_scores_codex":[0.9987122,0.0002282319,0.0002172709,0.0002707446,0.0004246724,0.0001468555],"domain_scores_gemma":[0.9979025,0.001708478,0.0000493919,0.0002064501,0.0000686619,0.00006456637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001512972,0.00009110279,0.5147507,0.000005771591,0.000006231071,0.000004826886,0.005752847,0.000008335478,0.0003371912,0.2811191,0.002752848,0.1950197],"study_design_scores_gemma":[0.0004640979,0.0001447952,0.2554856,0.000007585194,0.000002087222,0.000002895295,0.003768801,0.00138838,0.001891356,0.7248991,0.0117918,0.0001534657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947483,0.0000628802,0.009287437,0.0007577699,0.0001563127,0.00008651882,0.000001583946,0.00002289139,0.0421416],"genre_scores_gemma":[0.9963602,0.000005480321,0.0008062546,0.0002265617,0.00003816136,0.000002998002,2.30537e-7,0.000002857594,0.002557217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.44378,"threshold_uncertainty_score":0.7911044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06671140023637676,"score_gpt":0.3233890922505925,"score_spread":0.2566776920142158,"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."}}