{"id":"W2594599868","doi":"10.20547/jms.2014.1704102","title":"GSP Plus Status and Income Distribution: A CGE Model for Pakistan","year":2017,"lang":"en","type":"article","venue":"Journal of Management Sciences","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computable general equilibrium; Income distribution; Distribution (mathematics); Economics; Econometrics; Mathematics; Macroeconomics; Inequality","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002218871,0.00007861356,0.000152058,0.00007577521,0.002285199,0.0006557328,0.0006512369,0.00003508611,0.000005288123],"category_scores_gemma":[0.0001123159,0.00006255239,0.0000638783,0.0001080275,0.0007751392,0.0007098478,0.0001145526,0.0000662106,8.353563e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265496,"about_ca_system_score_gemma":0.0001882063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001740633,"about_ca_topic_score_gemma":0.0005816573,"domain_scores_codex":[0.9986477,0.00003480164,0.0002572249,0.0001479442,0.0005749195,0.0003373628],"domain_scores_gemma":[0.9990909,0.00005124367,0.0004284901,0.0001360762,0.0001391119,0.0001541457],"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":[0.00008152008,0.0001082653,0.2190464,0.0001118603,0.0001036291,0.00002464655,0.01303774,0.007299927,0.000005678449,0.7474307,0.003195534,0.009554128],"study_design_scores_gemma":[0.002514683,0.0004113364,0.6032367,0.0001446981,0.0001588638,0.000004493148,0.06410092,0.128136,0.000002212756,0.1595535,0.04126167,0.0004749334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8336386,0.0004448856,0.1406539,0.004184199,0.001059683,0.0004113189,0.00005425552,0.00001757335,0.01953555],"genre_scores_gemma":[0.9934858,0.001182818,0.003949741,0.00008976457,0.0001311111,0.000003200426,9.012588e-7,0.000002915883,0.001153715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5878772,"threshold_uncertainty_score":0.9990137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477611720874271,"score_gpt":0.3560104108956639,"score_spread":0.3112342936869212,"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."}}