{"id":"W4226028291","doi":"10.2140/agt.2024.24.3363","title":"Bounding the Kirby–Thompson invariant ofspun knots","year":2024,"lang":"en","type":"preprint","venue":"Algebraic & Geometric Topology","topic":"Geometric and Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Division of Mathematical Sciences; Colby College; National Science Foundation","keywords":"Invariant (physics); Mathematics; Bounding overwatch; Pure mathematics; Combinatorics; Artificial intelligence; Computer science; Mathematical physics","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":[0.0007775894,0.0009574125,0.0009303032,0.003404665,0.001560288,0.002719618,0.001534241,0.0009368869,0.008473104],"category_scores_gemma":[0.003324715,0.0003520582,0.0009505121,0.001334621,0.003494017,0.004298714,0.003749207,0.002707826,0.0006859818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194367,"about_ca_system_score_gemma":0.0004313006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213812,"about_ca_topic_score_gemma":0.001103011,"domain_scores_codex":[0.9986748,0.0001162281,0.00005858399,0.0002508485,0.0005940571,0.0003055994],"domain_scores_gemma":[0.9975249,0.0008848842,0.0004314856,0.0002709842,0.0003275484,0.0005601979],"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":[0.00008719265,0.0000578373,0.001651476,0.00005855429,0.00001595617,0.0001566568,0.0003228709,0.005845835,0.005904906,0.9742735,0.0008472084,0.010778],"study_design_scores_gemma":[0.0000126669,0.00009177127,0.00336252,0.00002579695,0.00001831013,0.0002175799,0.0001401951,0.0563464,0.00538028,0.9310027,0.003354153,0.00004771604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8467194,0.0006511088,0.09813513,0.000463605,0.0001489725,0.0000416654,0.0002039238,0.0003019803,0.05333428],"genre_scores_gemma":[0.9859789,0.0002455835,0.008175935,0.00005331236,0.000130971,0.00003352225,0.0001770893,0.00009578349,0.005108886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008473104,"threshold_uncertainty_score":0.02834535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05396312439768922,"score_gpt":0.326668689143912,"score_spread":0.2727055647462228,"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."}}