{"id":"W2998430576","doi":"10.48550/arxiv.2001.01212","title":"Lectures on the Calabi-Yau Landscape","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Science and Technology Facilities Council","keywords":"Calabi–Yau manifold; Superstring theory; String (physics); Intersection (aeronautics); Algebraic number; Algebraic geometry; Mathematics; Representation (politics); Pure mathematics; Mathematics education; Physics; Theoretical physics; Algebra over a field; Supersymmetry; Particle physics; Engineering; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007066052,0.00105524,0.0004068751,0.00093911,0.001378506,0.002429547,0.0005313298,0.0007143295,0.04427588],"category_scores_gemma":[0.001674492,0.0003238734,0.0005310873,0.0009573062,0.001380412,0.003152281,0.001572123,0.002946525,0.01324892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227087,"about_ca_system_score_gemma":0.000882579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026977,"about_ca_topic_score_gemma":0.002589869,"domain_scores_codex":[0.9996685,0.00007480867,0.00001485591,0.00007769529,0.0001063352,0.00005783209],"domain_scores_gemma":[0.9996173,0.0001213949,0.00002370611,0.00004053365,0.0000755295,0.0001213952],"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":[0.00003489538,0.00004660024,0.0004210714,0.0001846238,0.0000115812,0.0001132918,0.0004902382,0.001289039,0.001919163,0.592491,0.328853,0.07414542],"study_design_scores_gemma":[0.000006132898,0.00003503338,0.001211306,0.0002721325,0.000007027488,0.0001564812,0.0001897576,0.001207949,0.0005116794,0.304281,0.6921023,0.00001914767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01780348,0.06509487,0.0488722,0.05526559,0.03062324,0.00007857518,0.003154719,0.001202121,0.7779052],"genre_scores_gemma":[0.2328878,0.05184124,0.04433986,0.01251029,0.02516205,0.0002145077,0.00335843,0.001037274,0.6286485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04427588,"threshold_uncertainty_score":0.1481176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04224654380283872,"score_gpt":0.1722111550088312,"score_spread":0.1299646112059925,"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."}}