{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137725,0.0006674964,0.0006242287,0.002229959,0.001053333,0.001876343,0.0005168195,0.00113768,0.004287359],"category_scores_gemma":[0.004104719,0.0002685914,0.0007186558,0.001269765,0.002457161,0.002430915,0.001578403,0.001621926,0.0003885227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009329426,"about_ca_system_score_gemma":0.0006398802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009220932,"about_ca_topic_score_gemma":0.0004935916,"domain_scores_codex":[0.9997508,0.000110018,0.00001496566,0.00004252681,0.00005522737,0.00002644098],"domain_scores_gemma":[0.9986124,0.0007177981,0.000214127,0.00007650728,0.000190618,0.0001884695],"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":[0.00001580932,0.000008153588,0.0001715501,0.0000305306,0.000005411544,0.00005483112,0.0001350657,0.003439307,0.0006878023,0.9911266,0.0008120302,0.003512867],"study_design_scores_gemma":[0.000007452499,0.00001521534,0.0001447509,0.00001560241,0.000002826198,0.00005751307,0.00004432925,0.03055108,0.0001419004,0.967724,0.001286394,0.000008942563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3236266,0.01162582,0.4625668,0.01333277,0.002344249,0.000108561,0.0004095426,0.0003015523,0.1856841],"genre_scores_gemma":[0.9427362,0.004838274,0.02758588,0.000566788,0.002412092,0.00008981728,0.0001578635,0.00008763139,0.02152544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004287359,"threshold_uncertainty_score":0.01434267,"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."}}