{"id":"W1567543929","doi":"10.3386/w8530","title":"Demographic Fluctuations, Generational Welfare and Intergenerational Transfers","year":2001,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Welfare; Demographic economics; Economics; Labour economics; Market economy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001504012,0.0002387026,0.0003489752,0.0007290182,0.0005748782,0.001600189,0.0003614856,0.0006983412,0.008796537],"category_scores_gemma":[0.005956397,0.0002153455,0.0002597772,0.001168922,0.0009123007,0.003509942,0.001159545,0.001251268,0.0004716433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307171,"about_ca_system_score_gemma":0.0008469703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004081271,"about_ca_topic_score_gemma":0.004965564,"domain_scores_codex":[0.9996657,0.0001408828,0.00001476716,0.0000451754,0.00007034645,0.00006307686],"domain_scores_gemma":[0.998322,0.0008727578,0.0003717073,0.0001456914,0.0001879488,0.00009994401],"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":[0.00003717525,0.00004487032,0.009132358,0.00002828209,0.00002083818,0.00009729079,0.0003473906,0.01749406,0.00008391303,0.9462016,0.004720536,0.02179156],"study_design_scores_gemma":[0.00001011869,0.00001872353,0.008923347,0.00003508623,0.00001921309,0.0001461104,0.0005144361,0.02182376,0.0001570064,0.9540903,0.0142482,0.00001354198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5674274,0.005735856,0.1470736,0.02173042,0.0002069694,0.00009694163,0.002131858,0.0002312495,0.2553657],"genre_scores_gemma":[0.9735326,0.004156329,0.002062839,0.000401858,0.00008321404,0.00005809924,0.0003039956,0.0000308358,0.01937025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008796537,"threshold_uncertainty_score":0.02942735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2816893389821483,"score_gpt":0.4229298365698387,"score_spread":0.1412404975876905,"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."}}