{"id":"W4394939446","doi":"10.2139/ssrn.4799610","title":"The Life-Cycle Dynamics of Wealth Mobility","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Norges Forskningsråd","keywords":"Dynamics (music); Economics; Sociology","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":[0.0009988982,0.0001684753,0.0003745311,0.001097524,0.0006094989,0.00242492,0.0007103254,0.001561177,0.0142812],"category_scores_gemma":[0.007096328,0.0003921104,0.0004129266,0.001491564,0.001095893,0.003642268,0.001014878,0.001042804,0.000968075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604992,"about_ca_system_score_gemma":0.0005761432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285833,"about_ca_topic_score_gemma":0.01269862,"domain_scores_codex":[0.999801,0.00007110884,0.000007532953,0.00003778568,0.00001853181,0.0000642168],"domain_scores_gemma":[0.9976611,0.001412404,0.0004768852,0.00009391357,0.000124625,0.0002309951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000340024,0.0001742331,0.07873674,0.0001601745,0.0001491259,0.0006873799,0.001788837,0.06307262,0.001613647,0.8068197,0.008306481,0.03815094],"study_design_scores_gemma":[0.0000572138,0.0001365306,0.1383548,0.000167958,0.00008737159,0.0005213754,0.002947999,0.2130496,0.0004283889,0.6284367,0.01570457,0.0001075053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411836,0.002121897,0.01803327,0.007193951,0.00004596994,0.00004552758,0.002892629,0.00008939698,0.02839379],"genre_scores_gemma":[0.9902605,0.0008600861,0.0005840177,0.00006628914,0.0000151658,0.00001522935,0.0002436803,0.00001077859,0.007944217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0142812,"threshold_uncertainty_score":0.04777533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848451092262399,"score_gpt":0.3425337198736437,"score_spread":0.3240492089510197,"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."}}