{"id":"W1971788928","doi":"10.4153/cmb-2013-017-5","title":"On Braided and Ribbon Unitary Fusion Categories","year":2013,"lang":"en","type":"preprint","venue":"Canadian Mathematical Bulletin","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unitary state; Ribbon; Fusion; Pure mathematics; Computer science; Mathematics; Geometry; Political science; Linguistics; Philosophy; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003053232,0.0005769806,0.0007931571,0.0002341263,0.0002260522,0.0002227864,0.0004645947,0.0007476567,0.01245383],"category_scores_gemma":[0.001273916,0.0004946988,0.000151964,0.00008149668,0.0002005018,0.00002283332,0.0004036683,0.001001735,0.001736125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002539322,"about_ca_system_score_gemma":0.0003428974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004658321,"about_ca_topic_score_gemma":0.0007610669,"domain_scores_codex":[0.997616,0.0001273604,0.0005723593,0.0006380672,0.0004061689,0.0006400761],"domain_scores_gemma":[0.9969336,0.0009398069,0.0001872614,0.0009031554,0.0001324533,0.0009036703],"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":[0.000009246184,0.00002894715,0.000003285742,0.0004534258,0.00005026138,0.00003012912,0.0004788142,0.000005852281,0.000002013855,0.9513655,0.04720458,0.0003679026],"study_design_scores_gemma":[0.0002761111,0.00006572499,0.00002885698,0.0004323894,0.0000770647,0.00002061229,0.0001324834,0.0002258524,0.00002601671,0.9929658,0.005225207,0.0005238695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619204,0.0002570666,0.0003947777,0.007908766,0.000928216,0.001357702,0.00006073874,0.0001706106,0.02700175],"genre_scores_gemma":[0.9924447,0.00003019333,0.002491293,0.00112199,0.0003048648,0.0001550083,0.00004252972,0.0001213165,0.003288087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04197938,"threshold_uncertainty_score":0.9997505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245951463650872,"score_gpt":0.2500391469299083,"score_spread":0.2254440005648211,"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."}}