{"id":"W3103604395","doi":"","title":"1 TROPICAL GEOMETRY AND THE MOTIVIC NEARBY FIBER","year":2016,"lang":"en","type":"article","venue":"","topic":"Algebraic Geometry and Number Theory","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"Division of Mathematical Sciences","keywords":"Mathematics; Tropical geometry; Subvariety; Invariant (physics); Pure mathematics; Compactification (mathematics); Torus; Toric variety; Algebraic geometry; Hodge structure; Algebraic variety; Geometry; Algebraic number; Variety (cybernetics); Mathematical analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003456459,0.00009356171,0.0001592213,0.00003460782,0.00008032202,0.0000187502,0.0001192541,0.00005854595,0.004736567],"category_scores_gemma":[0.0006093679,0.00003626298,0.00005685391,0.0001138135,0.0003054353,0.00006834322,0.00009193634,0.00007420745,0.0004566058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008457421,"about_ca_system_score_gemma":0.000007041122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002807983,"about_ca_topic_score_gemma":0.000001187076,"domain_scores_codex":[0.9993062,0.0001034466,0.0001423766,0.0001413513,0.0001315416,0.0001751091],"domain_scores_gemma":[0.9975193,0.002102923,0.0000347961,0.0002688215,0.00001910463,0.00005505417],"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":[0.00007314514,0.00003223641,0.001555747,0.00001429788,0.00004140969,0.000002108397,0.0001077019,1.00529e-8,0.00004225429,0.9785858,0.0047709,0.01477443],"study_design_scores_gemma":[0.001826454,0.00002592014,0.005648197,0.00001791081,0.00003070484,0.00003351887,0.00009324476,0.000006515816,0.0008431232,0.9800852,0.01127633,0.0001128993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374744,0.00008768382,0.006650302,0.004358354,0.00007116218,0.0001489714,0.000002013934,0.00008704195,0.05112007],"genre_scores_gemma":[0.9416159,0.00001315154,0.001162634,0.0003101659,0.00009806059,0.000008364344,1.121487e-7,0.00001158675,0.05677998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01466153,"threshold_uncertainty_score":0.9961733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790395155793552,"score_gpt":0.2556474274070192,"score_spread":0.2377434758490837,"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."}}