{"id":"W2952097243","doi":"10.48550/arxiv.1307.6514","title":"Short Tops and Semistable Degenerations","year":2013,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Algebraic Geometry and Number Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Polytope; Mathematics; Pure mathematics; Combinatorics; TOPS; Cone (formal languages); Calabi–Yau manifold; Quotient; Algebra over a field; Geometry; Algorithm","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":[0.0005395221,0.0003831811,0.0004211234,0.002156677,0.001433463,0.001826961,0.0004223658,0.0005761873,0.006719131],"category_scores_gemma":[0.001507864,0.0003471191,0.0006890807,0.0009296165,0.002444404,0.003005013,0.002160832,0.001350519,0.001125146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006929045,"about_ca_system_score_gemma":0.0002156445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000342665,"about_ca_topic_score_gemma":0.0004707809,"domain_scores_codex":[0.9994722,0.00005833155,0.00004996881,0.0001106842,0.0002015668,0.0001072685],"domain_scores_gemma":[0.9989641,0.0002437354,0.0001393461,0.000237157,0.0001852447,0.000230423],"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":[0.0001179683,0.00003479256,0.003294161,0.0000958865,0.00001579652,0.0006025055,0.0008585277,0.002330958,0.0161808,0.9446279,0.001386572,0.03045413],"study_design_scores_gemma":[0.0000236343,0.0001461556,0.005026079,0.00008803546,0.00002382492,0.001397541,0.0008440237,0.01125154,0.01852018,0.9367495,0.02587894,0.00005054289],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7540206,0.001104256,0.1854261,0.0003543589,0.0002226763,0.00007739183,0.0003951069,0.001015555,0.05738384],"genre_scores_gemma":[0.9472861,0.0003883183,0.03967143,0.00006654135,0.00008150834,0.00003705958,0.0004115639,0.000207107,0.01185043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006719131,"threshold_uncertainty_score":0.02247775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017289826421845,"score_gpt":0.2092752573138591,"score_spread":0.1075462746716745,"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."}}