{"id":"W2104715375","doi":"10.48550/arxiv.0903.0840","title":"Real loci of based loop groups","year":2009,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Toronto","funders":"","keywords":"Loop (graph theory); Computer science; Mathematics; Biology; Combinatorics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004527419,0.0003257133,0.0007734565,0.0003189629,0.00004475968,0.00001009884,0.0005340947,0.000561848,0.0006080596],"category_scores_gemma":[0.0006229318,0.0003034423,0.0002863464,0.0003224671,0.0001474918,0.00002697618,0.0003283876,0.0006410069,0.0001229113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006426832,"about_ca_system_score_gemma":0.0001771522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001661806,"about_ca_topic_score_gemma":0.00001936731,"domain_scores_codex":[0.9981117,0.000118677,0.000632124,0.0004797231,0.0002847984,0.0003729681],"domain_scores_gemma":[0.9978116,0.0004443757,0.0005179383,0.0009828369,0.0001380682,0.0001052143],"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":[0.0002051063,0.002859088,0.7580364,0.004014151,0.0008174172,0.0002913226,0.001318408,0.0002303665,0.00142271,0.1725886,0.04537446,0.01284202],"study_design_scores_gemma":[0.001995004,0.0004618268,0.4158194,0.0003932868,0.000528001,0.00001695407,0.0002628355,0.0003823507,0.006047992,0.5712994,0.001574309,0.001218644],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985975,0.000161179,0.003512035,0.0005944992,0.0003786271,0.0002951623,0.00002334873,0.0001388153,0.008921364],"genre_scores_gemma":[0.9920568,0.0000846091,0.005801009,0.0001886273,0.000254033,0.00001638836,0.00005585551,0.0000412974,0.001501337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3987109,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0785463681898912,"score_gpt":0.3178542708085035,"score_spread":0.2393079026186123,"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."}}