{"id":"W1556536096","doi":"10.62986/dp2012.33","title":"Philippines 2007 National Transfer Accounts: Financing Consumption and Lifecycle Deficit by Income Group","year":2012,"lang":"en","type":"preprint","venue":"","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Thailand Development Research Institute; Nihon University","keywords":"Asset (computer security); Consumption (sociology); Transfer (computing); Household income; Transfer payment; Permanent income hypothesis; Economics; Age groups; Business; Finance; Demographic economics; Geography; Demography","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":[0.000989533,0.0006365348,0.0002618908,0.003956598,0.0004444511,0.001711049,0.0007161539,0.0003949875,0.02067276],"category_scores_gemma":[0.004270352,0.0003805294,0.0002778007,0.008920434,0.0002209847,0.001620604,0.0009271407,0.0008732054,0.004186832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004376868,"about_ca_system_score_gemma":0.003338814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1893086,"about_ca_topic_score_gemma":0.08641764,"domain_scores_codex":[0.9995109,0.0001073318,0.00004596756,0.00004533157,0.0002234019,0.00006709508],"domain_scores_gemma":[0.9969922,0.000292461,0.0007116424,0.0001656736,0.00169324,0.000144734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002448655,0.00009766811,0.1260003,0.0009002754,0.0001655987,0.0003042776,0.001371158,0.005639849,0.0002195526,0.02085709,0.7156956,0.1285039],"study_design_scores_gemma":[0.00004544664,0.0000518628,0.2977888,0.000318556,0.00009909018,0.0002463302,0.001364944,0.009675125,0.001369575,0.004033359,0.6849254,0.00008146808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1093483,0.004876202,0.00403227,0.003932036,0.0002339027,0.000300425,0.7782144,0.001931726,0.09713074],"genre_scores_gemma":[0.3513149,0.009863927,0.0062767,0.0006077355,0.0003369205,0.0009469403,0.5148708,0.0005127189,0.1152692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1893086,"threshold_uncertainty_score":0.3764135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04366600680188584,"score_gpt":0.2363741030238702,"score_spread":0.1927080962219843,"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."}}