{"id":"W4405531959","doi":"10.4310/cag.241212005221","title":"Stability of the Type IIA flow and its applications in symplectic geometry","year":2024,"lang":"en","type":"article","venue":"Communications in Analysis and Geometry","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Symplectic geometry; Mathematics; Type (biology); Geometry; Flow (mathematics); Stability (learning theory); Pure mathematics; Computer science; Geology","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":[0.0003245292,0.00007624751,0.0001957744,0.0004013905,0.0001070679,0.0000404327,0.0002885235,0.00003128759,0.00009104854],"category_scores_gemma":[0.00002964123,0.0000582386,0.00008467588,0.004532564,0.0001081504,0.00005793422,0.0002934895,0.0002174492,0.000001751158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001805119,"about_ca_system_score_gemma":0.00004016883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003115638,"about_ca_topic_score_gemma":0.000394157,"domain_scores_codex":[0.9993105,0.00009333242,0.0002606623,0.0001662192,0.00006721358,0.0001020633],"domain_scores_gemma":[0.9987054,0.0003733669,0.0000421006,0.0008018414,0.00004737885,0.00002990462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001083768,0.0001433867,0.9628274,0.00003489368,0.0001986201,4.103944e-8,0.0003075468,0.00009078074,0.0001302381,0.02847928,0.000005253371,0.00778148],"study_design_scores_gemma":[0.0001633428,0.00001317581,0.8621709,0.00005521112,0.0004599214,3.183346e-7,0.001308832,0.122838,0.0002842665,0.009981313,0.0025458,0.0001789384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916493,0.00599375,0.0007282748,0.0003355868,0.00001747414,0.0001488058,0.00007862008,0.000006570757,0.00104162],"genre_scores_gemma":[0.9989969,0.0003679198,0.000470727,0.00000818443,0.00001352236,0.00001958037,0.0000520488,0.000005085645,0.00006606847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1227472,"threshold_uncertainty_score":0.2374901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312187209148804,"score_gpt":0.3177646312341482,"score_spread":0.2946427591426601,"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."}}