{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004856733,0.0004579458,0.000590838,0.0009978152,0.001735319,0.002291618,0.0004808267,0.0009189931,0.005190284],"category_scores_gemma":[0.00105298,0.0002786628,0.0003797678,0.0004460159,0.001917912,0.002528325,0.001369777,0.0006244857,0.000639732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246205,"about_ca_system_score_gemma":0.0006617284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104691,"about_ca_topic_score_gemma":0.001495745,"domain_scores_codex":[0.9997147,0.00004554927,0.00001156845,0.00004915314,0.00006739551,0.0001115685],"domain_scores_gemma":[0.9997074,0.00004669425,0.00005570622,0.00002166824,0.00004076891,0.0001277753],"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":[0.00003274837,0.00001313541,0.0006190609,0.00001899076,0.000006484162,0.0002201098,0.0002180261,0.001604385,0.003076328,0.9918745,0.0005828243,0.001733344],"study_design_scores_gemma":[0.00007587667,0.00007770849,0.001404541,0.00002025964,0.00001371702,0.0004311812,0.0005233072,0.04817525,0.002545021,0.9421616,0.004526012,0.00004558593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385502,0.0002517313,0.02386972,0.0008010835,0.0001128174,0.00003426027,0.0001116407,0.0001129041,0.03615568],"genre_scores_gemma":[0.9879493,0.0001247576,0.003357773,0.00006790159,0.00006713546,0.00002367779,0.00006400719,0.00003807136,0.008307501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005190284,"threshold_uncertainty_score":0.01736325,"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."}}