{"id":"W1854812467","doi":"10.1093/imrn/rnw340","title":"A Uniform Construction of Smooth Integral Models and a Conjectural Recipe for Computing Local Densities","year":2017,"lang":"en","type":"article","venue":"International Mathematics Research Notices","topic":"Algebraic Geometry and Number Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Japan Society for the Promotion of Science","keywords":"Conjecture; Hermitian matrix; Lattice (music); Simple (philosophy); Recipe","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":[0.002207609,0.0001421657,0.0003043112,0.0002426275,0.0004303603,0.0002385005,0.0005869746,0.00009556934,0.00004179263],"category_scores_gemma":[0.003111093,0.0001181096,0.00008370499,0.00005272332,0.00115247,0.0004333945,0.0003401347,0.0002556476,0.000003378135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000670963,"about_ca_system_score_gemma":0.00006516551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007296852,"about_ca_topic_score_gemma":0.00004415437,"domain_scores_codex":[0.9983668,0.00006838808,0.0004411314,0.0002124469,0.0006334563,0.0002778259],"domain_scores_gemma":[0.9950225,0.003291007,0.0004012179,0.0003452684,0.000867148,0.00007283677],"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":[0.0001228248,0.00009222503,0.0001321223,0.0005514153,0.0001485647,0.000003203652,0.003052495,0.00007207256,0.0001252587,0.9881927,0.0001083549,0.007398745],"study_design_scores_gemma":[0.0004673071,0.00008062979,0.00007715397,0.0003296188,0.00001990314,0.00002945962,0.007161962,0.1985168,0.001994981,0.7911627,0.00005788464,0.0001016317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270532,0.00003290534,0.1638761,0.0005339652,0.0002700926,0.0003765736,0.00003861642,0.00002861949,0.007789964],"genre_scores_gemma":[0.8914657,0.00001208276,0.108021,0.00000889935,0.0001121495,0.00001436399,0.000005306922,0.0000184993,0.0003419912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1984448,"threshold_uncertainty_score":0.4816369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878318866534669,"score_gpt":0.4375466058475253,"score_spread":0.2497147191940584,"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."}}