{"id":"W4399107520","doi":"10.1016/j.bulsci.2024.103454","title":"TQFTs and quantum computing","year":2024,"lang":"fr","type":"article","venue":"Bulletin des Sciences Mathématiques","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association; Pacific Institute for the Mathematical Sciences","keywords":"Functor; Categorical variable; Subcategory; Connection (principal bundle); Mathematics; Pure mathematics; Quantum; Vector space; Topology (electrical circuits); Quantum mechanics; Geometry; Combinatorics; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003071029,0.0003577197,0.0005809843,0.0002156805,0.0008359593,0.0006148816,0.00044387,0.000340327,0.003228217],"category_scores_gemma":[0.0008108333,0.0003063797,0.0001387296,0.0003853873,0.008234924,0.0001702982,0.00034189,0.0004494253,0.0009099381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008735541,"about_ca_system_score_gemma":0.0001997095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002339154,"about_ca_topic_score_gemma":0.00003196048,"domain_scores_codex":[0.9969923,0.0005864893,0.0006599793,0.0006882596,0.0003060451,0.000766914],"domain_scores_gemma":[0.9968227,0.002563963,0.0001410796,0.0002421585,0.00006962454,0.0001605096],"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":[0.000002879138,0.00007218258,0.000345619,0.001511654,0.00006255867,0.0002018447,0.006509219,0.000003624872,0.00005359355,0.9335312,0.03171267,0.02599291],"study_design_scores_gemma":[0.00008206494,0.0004420435,0.0003578785,0.001967265,0.0001054794,0.001471888,0.001129223,0.0161126,0.0003287309,0.8488079,0.1288204,0.0003745148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7210039,0.1314333,0.01590203,0.04292243,0.003755365,0.0004514286,0.00002446819,0.0007455003,0.08376146],"genre_scores_gemma":[0.8737226,0.003767815,0.101435,0.0008493672,0.0006359346,0.00001900891,0.000002145305,0.00005537496,0.01951279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527186,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965767628357213,"score_gpt":0.3383542092177794,"score_spread":0.2886965329342072,"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."}}