{"id":"W3184978379","doi":"10.1007/s00029-023-00901-7","title":"Generic density of geodesic nets","year":2024,"lang":"en","type":"article","venue":"Selecta Mathematica","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geodesic; Computer science; Mathematics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270516,0.0008251415,0.001441811,0.003370653,0.002171188,0.003561512,0.001643086,0.001900801,0.009753097],"category_scores_gemma":[0.006003561,0.0007827202,0.0009725421,0.001790446,0.003092759,0.005664848,0.003756215,0.002629827,0.0008708233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0024231,"about_ca_system_score_gemma":0.0007256976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996012,"about_ca_topic_score_gemma":0.001678811,"domain_scores_codex":[0.9992163,0.0002044955,0.00003950467,0.0001685172,0.0002510554,0.0001200232],"domain_scores_gemma":[0.9974236,0.001131943,0.0003208889,0.0002382017,0.000437558,0.0004477958],"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":[0.000008077341,0.00000444518,0.0001053374,0.00001514822,0.000004216301,0.00001697875,0.00004263006,0.0007060969,0.0001048048,0.9973545,0.0004665144,0.001171301],"study_design_scores_gemma":[0.0000055294,0.000004103321,0.0001560764,0.000007303508,0.000003928372,0.00004484856,0.00002595244,0.004576071,0.00006703159,0.9940282,0.001076049,0.000004919742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4804426,0.002163811,0.2800252,0.004999801,0.0003798417,0.00008767956,0.001042635,0.0005710981,0.2302873],"genre_scores_gemma":[0.9346406,0.001416273,0.02328499,0.0006366104,0.000567544,0.0001360763,0.0008317722,0.0002709343,0.03821522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009753097,"threshold_uncertainty_score":0.0326274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123241411457968,"score_gpt":0.3006630637496213,"score_spread":0.2494306496350416,"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."}}