{"id":"W4406463403","doi":"10.4310/pamq.250115044354","title":"The Strominger system in the square of a K&amp;auml;hler class","year":2025,"lang":"en","type":"article","venue":"Pure and Applied Mathematics Quarterly","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Mathematics; Class (philosophy); Square (algebra); Pure mathematics; Algebra over a field; Artificial intelligence; Geometry; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001527029,0.0003021243,0.0005787149,0.00008570131,0.0002151765,0.0001314741,0.0006333305,0.0001314865,0.00001103817],"category_scores_gemma":[0.0001265902,0.0001674129,0.0001274183,0.0004212831,0.0002498883,0.00005218623,0.00004918823,0.0003513388,0.00002339537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004499803,"about_ca_system_score_gemma":0.00003326364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002069715,"about_ca_topic_score_gemma":0.00002933164,"domain_scores_codex":[0.9979686,0.00009193957,0.00085991,0.0002614295,0.0004286962,0.0003894718],"domain_scores_gemma":[0.9948599,0.003791648,0.0003058182,0.0009364363,0.000063117,0.00004313579],"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":[0.00002079872,0.0002420116,0.00000428281,0.001689166,0.0000631589,0.000001216487,0.008930038,0.000001155257,0.0008015133,0.9853222,0.001135542,0.001788963],"study_design_scores_gemma":[0.0004217249,0.00005901565,0.00002335859,0.000353852,0.0001173832,0.000009279227,0.02686094,0.000344575,0.0004152055,0.9707496,0.0004762011,0.0001688174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8113874,0.0002716767,0.03571363,0.001050628,0.0001707633,0.002797839,0.00002288586,0.0001967003,0.1483885],"genre_scores_gemma":[0.9873543,0.000005758599,0.01197056,0.00007832041,0.00006403644,0.0002570969,0.000002300468,0.00003436761,0.0002333049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759669,"threshold_uncertainty_score":0.68269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354301535282413,"score_gpt":0.2900128101441234,"score_spread":0.2664697947912993,"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."}}