{"id":"W4394652774","doi":"10.48550/arxiv.2111.10771","title":"An introduction to relative Calabi-Yau structures","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Algebra and Geometry","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Calabi–Yau manifold; Mathematics; Pure mathematics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001502887,0.0003438523,0.0004358928,0.0002981926,0.0001659978,0.00006129719,0.0004641321,0.0003630938,0.0003527504],"category_scores_gemma":[0.0003486806,0.0003915957,0.0001726331,0.0006688249,0.00007901272,0.0003693735,0.0005787809,0.0007802925,0.00003070618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002813249,"about_ca_system_score_gemma":0.0001106317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001835973,"about_ca_topic_score_gemma":0.00009548669,"domain_scores_codex":[0.9980592,0.0001637087,0.0002144925,0.001148983,0.0001035372,0.0003101479],"domain_scores_gemma":[0.9979426,0.0001099652,0.0002110353,0.00123204,0.0002686906,0.0002356428],"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":[0.00008636038,0.0001530446,0.0008976122,0.0001631962,0.0002161226,0.0002277169,0.001267611,0.09755258,0.000377165,0.8974385,0.00110826,0.0005118352],"study_design_scores_gemma":[0.0002912827,0.00008986458,0.001317977,0.00005253926,0.000205838,0.000007654399,0.001717497,0.00221234,0.0009567237,0.9919652,0.0005942325,0.0005888801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7734199,0.00002241792,0.2246472,0.0002465094,0.0006787601,0.0002771175,0.00002474617,0.0001693829,0.0005139423],"genre_scores_gemma":[0.9897879,0.00001799034,0.007095374,0.00006978535,0.0006635585,0.000001054037,0.00007547923,0.00004339868,0.002245473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2175518,"threshold_uncertainty_score":0.9998536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06986711537792627,"score_gpt":0.237980820973476,"score_spread":0.1681137055955497,"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."}}