{"id":"W2110027339","doi":"10.1006/reec.2001.0268","title":"Dynamic factor models of consumption, hours and income","year":2002,"lang":"en","type":"article","venue":"Research in Economics","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Economics; Consumption (sociology); Unemployment; Wage; Marginal utility; Econometrics; Permanent income hypothesis; Dynamic factor; Labour economics; Microeconomics; Macroeconomics","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":[0.0008790495,0.0001289785,0.0004317941,0.0007407647,0.00006723083,0.00005428247,0.0002745355,0.0001444377,0.0001902777],"category_scores_gemma":[0.00006602638,0.0001671638,0.0000607931,0.0001420395,0.0003049127,0.0004735609,0.0001445242,0.0003124136,0.000343612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002604307,"about_ca_system_score_gemma":0.00001278513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001612659,"about_ca_topic_score_gemma":0.00009760469,"domain_scores_codex":[0.9983118,0.00003266443,0.0007253472,0.0004139158,0.00002272298,0.0004935354],"domain_scores_gemma":[0.9991207,0.0001979939,0.0001712145,0.0003478756,0.00001958632,0.0001426373],"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":[0.00002698233,0.0001487868,0.4782845,0.0001363599,0.00004928951,0.000002740262,0.0009683094,0.0008150182,0.000008167633,0.5152544,0.0001679912,0.004137451],"study_design_scores_gemma":[0.0008074962,0.00007109262,0.1488928,0.00002843025,8.54396e-7,0.000005424695,0.0000447173,0.2404553,0.00002328824,0.6087123,0.0007239266,0.0002344053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666765,0.0017337,0.00005555943,0.0005307876,0.00009753153,0.0001981149,0.0002658923,0.0000118861,0.03043008],"genre_scores_gemma":[0.9957779,0.003642418,0.0002661917,0.00004789576,0.0000294828,0.00002015682,0.000004044842,0.00002526695,0.0001866098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3293917,"threshold_uncertainty_score":0.6816743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1981902320797483,"score_gpt":0.3178378882522536,"score_spread":0.1196476561725052,"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."}}