{"id":"W2367741273","doi":"10.1112/topo.12053","title":"Counting loxodromics for hyperbolic actions","year":2018,"lang":"en","type":"article","venue":"Journal of Topology","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"European Research Council; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Geodesic; Boundary (topology); Word (group theory); Set (abstract data type); Metric (unit); Class (philosophy); Action (physics); Metric space; Space (punctuation)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004745328,0.00007984103,0.0003040147,0.0002584229,0.0001219964,0.000009567997,0.0001862583,0.0001228603,0.0003716408],"category_scores_gemma":[0.001539411,0.00006533211,0.0001316684,0.0001586667,0.0002108706,0.00006893348,0.00002987462,0.0001605172,0.00001961283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003943929,"about_ca_system_score_gemma":0.00008116088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005793829,"about_ca_topic_score_gemma":0.00001643269,"domain_scores_codex":[0.9991485,0.00003415192,0.000419104,0.00007974149,0.00008498797,0.0002335485],"domain_scores_gemma":[0.9983494,0.0006924276,0.0004432716,0.0001222724,0.0003326598,0.00006002657],"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":[0.0002017129,0.0003397449,0.004722473,0.0000692261,0.0003283364,0.00002528786,0.0009326569,0.00000274614,0.004398318,0.8846117,0.09232734,0.01204048],"study_design_scores_gemma":[0.001639678,0.001932938,0.0014569,0.00001905167,0.0002005842,0.002386345,0.0008426748,0.0001052356,0.003847321,0.8384551,0.148925,0.0001891261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952903,0.00008027301,0.03852144,0.003242622,0.002095653,0.00008558977,0.000003588777,0.00001505506,0.003052792],"genre_scores_gemma":[0.9643493,0.00002032892,0.03215167,0.0003598793,0.001986598,0.000001903626,3.30287e-7,0.00001451398,0.001115526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05659769,"threshold_uncertainty_score":0.4069206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006494798753387,"score_gpt":0.383137355586047,"score_spread":0.2824878757107083,"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."}}