{"id":"W2539919541","doi":"10.3905/jwm.2016.19.3.099","title":"Equity Fund Flows and Performance around Economic Recessions","year":2016,"lang":"en","type":"article","venue":"˜The œjournal of wealth management","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"","keywords":"Recession; Equity (law); Economics; Monetary economics; Valuation (finance); Insolvency; Independence (probability theory); Financial economics; Business; Finance; Macroeconomics; Political science; Statistics; Mathematics","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":[0.001600727,0.0001244161,0.0002705112,0.0001561408,0.000204633,0.00005013118,0.0003197005,0.00003787959,0.0001928981],"category_scores_gemma":[0.000007071044,0.00007778867,0.00005910354,0.00006625167,0.00008324498,0.0004147566,0.0001753375,0.00009843233,0.000136834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001770191,"about_ca_system_score_gemma":0.00002537714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004287676,"about_ca_topic_score_gemma":0.00004285744,"domain_scores_codex":[0.9987922,0.00002317216,0.0007036685,0.0001558156,0.00005016357,0.0002749478],"domain_scores_gemma":[0.9989295,0.00005904668,0.0006705364,0.0002309788,0.00001517901,0.00009478736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004464877,0.000179966,0.07901745,0.0004094206,0.0003372721,0.0000162449,0.0004314811,0.0001937382,0.00002313087,0.6603171,0.03494772,0.22368],"study_design_scores_gemma":[0.001583093,0.000640933,0.3146897,0.0002163318,0.00003745687,0.00002769176,0.0003121789,0.001026155,0.00000903257,0.08593877,0.5952054,0.0003132061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8655432,0.003706625,0.002303926,0.005391323,0.00151604,0.0003041519,0.00003000333,0.00001335757,0.1211914],"genre_scores_gemma":[0.9765213,0.02046801,0.0003485523,0.0004270434,0.0002054817,0.000005670489,4.087934e-7,0.00001178092,0.002011802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5743784,"threshold_uncertainty_score":0.317213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05362770935403951,"score_gpt":0.2668160667562295,"score_spread":0.21318835740219,"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."}}