{"id":"W4396529993","doi":"10.2139/ssrn.4799612","title":"Social Premiums","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; HEC Montréal","funders":"","keywords":"Business","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":[0.0008878413,0.0003121072,0.0002939558,0.00164884,0.0006248144,0.001826867,0.0003962895,0.0009030118,0.08482135],"category_scores_gemma":[0.004788402,0.000132489,0.0004038615,0.0005883278,0.0004228875,0.0008319399,0.0009478295,0.001023916,0.01248347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060339,"about_ca_system_score_gemma":0.0007899916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401719,"about_ca_topic_score_gemma":0.005141553,"domain_scores_codex":[0.9989022,0.00009215191,0.00003851433,0.0001104022,0.0005806876,0.0002760025],"domain_scores_gemma":[0.9983346,0.0003375658,0.0002620531,0.0001838384,0.000441968,0.0004399388],"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":[0.0004327813,0.00061292,0.04948869,0.0001406383,0.0001206254,0.0003954232,0.001380578,0.001102062,0.004313359,0.4871394,0.1221394,0.332734],"study_design_scores_gemma":[0.0001529173,0.0004864794,0.2617638,0.0001537291,0.0001194926,0.001077004,0.001182821,0.004454749,0.002543234,0.1772141,0.5507884,0.00006326784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1881236,0.0009908144,0.005611472,0.006034699,0.000710073,0.00009607988,0.00318324,0.0005073971,0.7947426],"genre_scores_gemma":[0.7151339,0.0004197552,0.0009800893,0.0008023701,0.0008415381,0.00004482531,0.001410763,0.00008261448,0.2802841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08482135,"threshold_uncertainty_score":0.2837557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009014249000423283,"score_gpt":0.238726743020323,"score_spread":0.2297124940198998,"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."}}