{"id":"W3200490549","doi":"10.1007/s42543-022-00049-x","title":"Variational Structure and Uniqueness of Generalized Kähler–Ricci Solitons","year":2022,"lang":"de","type":"article","venue":"Peking Mathematical Journal","topic":"Geometry and complex manifolds","field":"Mathematics","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Uniqueness; Mathematics; Pure mathematics; Rigidity (electromagnetism); Soliton; Mathematical physics; Hamiltonian (control theory); Energy functional; Mathematical analysis; Physics; Quantum mechanics; Nonlinear system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001744512,0.0004006284,0.0009306921,0.0003697049,0.001012453,0.0002269155,0.0006144473,0.0001560296,0.01265462],"category_scores_gemma":[0.0006177009,0.0003663959,0.0002945818,0.0005071347,0.0001586245,0.0001531248,0.0006738827,0.00123215,0.00001462909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566845,"about_ca_system_score_gemma":0.0002879355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005268842,"about_ca_topic_score_gemma":7.79638e-7,"domain_scores_codex":[0.995625,0.000742716,0.001375449,0.0003373761,0.001346297,0.0005732267],"domain_scores_gemma":[0.9968667,0.0011308,0.001017187,0.0004270976,0.0002609257,0.0002973137],"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":[0.0001259564,0.0008581148,0.0003546549,0.00125055,0.0008819082,0.0001192395,0.004289602,0.001007288,0.004567431,0.9838352,0.00192517,0.0007849133],"study_design_scores_gemma":[0.001227244,0.0002298743,0.0004004138,0.000191754,0.0006578114,0.002296058,0.0008005743,0.016047,0.0004691166,0.9752311,0.002044112,0.000404946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7008657,0.003602438,0.2867897,0.002785568,0.002540257,0.0008267575,0.0005032456,0.0001044557,0.001981845],"genre_scores_gemma":[0.9360109,0.00008784718,0.06217319,0.0001857448,0.0009122314,0.00001812522,0.00002036118,0.00008144855,0.0005101474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2351452,"threshold_uncertainty_score":0.9998788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036039768328275,"score_gpt":0.2866140549162319,"score_spread":0.2505742865879569,"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."}}