{"id":"W4230319290","doi":"10.4064/fm222-1-2","title":"More on the Kechris–Pestov–Todorcevic correspondence: Precompact expansions","year":2013,"lang":"en","type":"article","venue":"Fundamenta Mathematicae","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Mathematics; Invariant (physics); Pure mathematics; Mathematical physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001352142,0.0007056184,0.0007082957,0.001728646,0.001218096,0.002241955,0.0007347843,0.001386972,0.01468294],"category_scores_gemma":[0.002909599,0.0001897739,0.0008726964,0.00147269,0.002690021,0.007665533,0.001316749,0.003392133,0.002056569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062538,"about_ca_system_score_gemma":0.0003690323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302895,"about_ca_topic_score_gemma":0.001264432,"domain_scores_codex":[0.9994165,0.0001578426,0.00002031712,0.0001497874,0.000187439,0.00006815512],"domain_scores_gemma":[0.9992577,0.0003568329,0.00004837585,0.0001451991,0.000123674,0.00006819741],"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":[0.000008764018,0.00001039907,0.00007975313,0.00003031719,0.00000328185,0.00003285437,0.0001506996,0.0003315808,0.0003108013,0.9895762,0.00449551,0.004969698],"study_design_scores_gemma":[0.000006394871,0.00001736939,0.0001812058,0.00003442847,0.000005028591,0.0000673618,0.000066983,0.001955179,0.0002732014,0.9672665,0.0301087,0.00001769551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07688809,0.01886269,0.3593952,0.04058327,0.004766851,0.00004463449,0.0009217413,0.0004920564,0.4980455],"genre_scores_gemma":[0.7377157,0.01041912,0.1004212,0.01075534,0.007502675,0.0000935543,0.0009013588,0.000976399,0.1312148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01468294,"threshold_uncertainty_score":0.04911935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606682909353761,"score_gpt":0.2747865077410235,"score_spread":0.2387196786474859,"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."}}