{"id":"W4413991540","doi":"10.1017/s144678872510116x","title":"BUBBLES IN THE AFFINE BRAUER AND KAUFFMAN CATEGORIES","year":2025,"lang":"en","type":"article","venue":"Journal of the Australian Mathematical Society","topic":"Algebraic structures and combinatorial models","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Innovation, Science and Economic Development Canada; Institut Périmètre de physique théorique; Stanley Medical Research Institute","keywords":"Mathematics; Affine transformation; Pure mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008173613,0.0002131042,0.0003565791,0.001458075,0.000945747,0.001233637,0.0005236532,0.0006232359,0.005378662],"category_scores_gemma":[0.002069694,0.0002343596,0.0004790492,0.0005756834,0.002123613,0.003748315,0.001157694,0.0008937509,0.0003397383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006950523,"about_ca_system_score_gemma":0.0003118205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241242,"about_ca_topic_score_gemma":0.000825475,"domain_scores_codex":[0.9995313,0.000117098,0.00002504647,0.00008124828,0.0001509893,0.00009436244],"domain_scores_gemma":[0.9992725,0.0003121894,0.0001038058,0.000103788,0.0001027653,0.000104914],"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":[0.000003282823,0.000001994942,0.00008601137,0.000003876642,6.830019e-7,0.00002789413,0.00006119809,0.0002827602,0.0002531786,0.9980027,0.0001037088,0.001172741],"study_design_scores_gemma":[0.000005014736,0.00000751153,0.0003131272,0.000005946315,0.000002769601,0.00009388809,0.00006865201,0.005301532,0.0006065421,0.9910047,0.002582168,0.000008107754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7300842,0.0008341675,0.1731219,0.001168436,0.0001179892,0.0000640037,0.0002517364,0.000375656,0.09398183],"genre_scores_gemma":[0.9795289,0.000144918,0.01324085,0.00012536,0.0000775435,0.00004101932,0.0001430421,0.00004172715,0.006656681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005378662,"threshold_uncertainty_score":0.01799345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890597618467345,"score_gpt":0.3119944786159518,"score_spread":0.2830885024312784,"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."}}