{"id":"W4411625084","doi":"10.2140/agt.2025.25.1501","title":"Bridge trisections and Seifert solids","year":2025,"lang":"en","type":"article","venue":"Algebraic & Geometric Topology","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Banff International Research Station for Mathematical Innovation and Discovery","keywords":"Mathematics; Bridge (graph theory); Structural engineering; Engineering; Biology; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005921543,0.0003662985,0.0007949161,0.003668007,0.0003843959,0.00004698869,0.0004114216,0.0004488673,0.001234868],"category_scores_gemma":[0.003377818,0.0003475,0.0001636241,0.006185962,0.0005557794,0.0001203288,0.0003607497,0.0005013126,0.0001122128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009679014,"about_ca_system_score_gemma":0.0001562031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002637671,"about_ca_topic_score_gemma":0.00006948004,"domain_scores_codex":[0.9973686,0.0001916215,0.0006714247,0.0007128046,0.0002189073,0.0008366362],"domain_scores_gemma":[0.9963389,0.002509285,0.0001770966,0.0006460426,0.0001359189,0.0001927626],"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":[0.0000403148,0.0003322646,0.01258096,0.0001171201,0.0004215545,0.00004033843,0.0002151627,9.762313e-7,0.00005168549,0.8853285,0.06256003,0.03831111],"study_design_scores_gemma":[0.002158324,0.0003813539,0.1221655,0.00001242105,0.0005418564,0.0003416562,0.0003747356,0.00003537441,0.0004282551,0.8250433,0.04795637,0.0005608312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895252,0.003911258,0.04708452,0.01125759,0.002154403,0.0007257508,0.00002881441,0.0005458084,0.04476663],"genre_scores_gemma":[0.9763899,0.0002518705,0.001758865,0.001871589,0.0001631637,0.00006973316,0.000009197958,0.00003265888,0.01945303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095845,"threshold_uncertainty_score":0.9998977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100570941033049,"score_gpt":0.322439133498969,"score_spread":0.2914334240886385,"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."}}