{"id":"W4390832691","doi":"10.48550/arxiv.2401.05331","title":"Balanced and Aeppli Parameters for the Heterotic Moduli","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Geometry and complex manifolds","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Heterotic string theory; Moduli space; Moduli; Cohomology; Mathematics; Pure mathematics; Class (philosophy); Deformation (meteorology); Moduli of algebraic curves; Construct (python library); Mathematical analysis; Algebra over a field; Computer science; Physics; Mathematical physics","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":[0.0002298891,0.0002865206,0.000329355,0.0001244385,0.0001576545,0.0001079419,0.0005154188,0.0002013998,0.00003336625],"category_scores_gemma":[0.00008646239,0.0002399893,0.0002473781,0.0002148843,0.0001212336,0.00003964559,0.001036395,0.0004454609,0.00003193496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006415112,"about_ca_system_score_gemma":0.00003690359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003971293,"about_ca_topic_score_gemma":0.00003271011,"domain_scores_codex":[0.9987802,0.00004861454,0.0001639203,0.0006660741,0.00005918134,0.0002820053],"domain_scores_gemma":[0.9981592,0.0008410856,0.0001200053,0.0007402137,0.00005738249,0.00008208267],"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":[0.0001559117,0.0001252739,0.0005770561,0.002356096,0.0009654027,0.0001162844,0.0004563943,0.03767611,0.00004982837,0.9521147,0.004576712,0.0008302149],"study_design_scores_gemma":[0.00031377,0.00005259756,0.0001797444,0.0001200806,0.000488003,0.000005607902,0.0002168256,0.1680345,0.00005227945,0.8297543,0.0004991181,0.0002831937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8796167,0.0002436512,0.1165316,0.0003184749,0.0007997968,0.001118247,0.00007218572,0.0002127256,0.001086666],"genre_scores_gemma":[0.9945869,0.00008634414,0.001525787,0.00007215807,0.0000704305,0.000009238173,0.000007279997,0.0000353738,0.00360644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303584,"threshold_uncertainty_score":0.978648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791700238395703,"score_gpt":0.2289844583682142,"score_spread":0.0498144345286439,"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."}}