{"id":"W2049488843","doi":"10.4153/cmb-2011-005-0","title":"Some Remarks Concerning the Topological Characterization of Limit Sets for Surface Flows","year":2011,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Characterization (materials science); Extension (predicate logic); Limit (mathematics); Surface (topology); Pure mathematics; Topology (electrical circuits); Uniform limit theorem; Mathematical analysis; Combinatorics; Geometry; Nanotechnology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010421,0.0002485557,0.0005471803,0.00005900446,0.0001771721,0.0000388552,0.0004517071,0.0002336355,0.008029005],"category_scores_gemma":[0.001860088,0.000168944,0.0002024274,0.000108325,0.0002195424,0.00004840341,0.00006001181,0.0002179689,0.0004268538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007231884,"about_ca_system_score_gemma":0.0001058719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001397708,"about_ca_topic_score_gemma":0.0001512428,"domain_scores_codex":[0.998102,0.0001048038,0.0007398875,0.0002812351,0.0002387401,0.0005333354],"domain_scores_gemma":[0.9972901,0.001414779,0.0002642945,0.0005184816,0.0001540078,0.0003583416],"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":[0.00002180115,0.0001115688,0.00002089298,0.0003957892,0.0000495999,0.000007955135,0.000958665,6.388595e-7,0.00100462,0.9957801,0.001327962,0.0003204605],"study_design_scores_gemma":[0.0003334593,0.0001258245,0.0001520389,0.0001976256,0.00009792638,0.00002217568,0.0002323268,0.00919468,0.00087038,0.9829054,0.005551408,0.0003167789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368617,0.0000564313,0.03492768,0.005220034,0.0002153586,0.002101742,0.0002637531,0.00009985224,0.02025344],"genre_scores_gemma":[0.9536903,0.00001737152,0.04320991,0.0007332232,0.0001257338,0.0001094487,0.00003537116,0.00007466356,0.002004006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01824944,"threshold_uncertainty_score":0.9928778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07586041580977772,"score_gpt":0.2731081224082269,"score_spread":0.1972477065984492,"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."}}