{"id":"W2799939607","doi":"10.1111/twec.12664","title":"GEPPML: General equilibrium analysis with PPML","year":2018,"lang":"en","type":"article","venue":"World Economy","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comparative statics; Counterfactual thinking; Economics; Estimator; Gravity model of trade; Econometrics; General equilibrium theory; Poisson distribution; Simple (philosophy); Applied general equilibrium; Mathematical optimization; Mathematical economics; Mathematics; International trade; Microeconomics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003786677,0.0008994057,0.001050588,0.003146109,0.0007177048,0.001324163,0.001917224,0.001265524,0.03963088],"category_scores_gemma":[0.01878105,0.0007365928,0.001808565,0.002103393,0.001029241,0.002340463,0.002894943,0.002034567,0.003177858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486445,"about_ca_system_score_gemma":0.001656885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007362124,"about_ca_topic_score_gemma":0.005703993,"domain_scores_codex":[0.9988822,0.0006369668,0.00004614308,0.0001183129,0.0002236729,0.00009267577],"domain_scores_gemma":[0.9955093,0.003165031,0.0003368117,0.0005342179,0.0003726833,0.00008202653],"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":[0.00002983749,0.00005063345,0.001084871,0.0001445554,0.00007670114,0.0001835881,0.0001218399,0.2657449,0.0005957712,0.6745899,0.01097335,0.04640409],"study_design_scores_gemma":[0.00002054944,0.00001957538,0.0003086035,0.0000295708,0.00001125765,0.00004656868,0.00002872818,0.6528316,0.0003389486,0.3365792,0.009766088,0.00001932352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00424915,0.00010386,0.9835149,0.0003410481,0.00004490345,0.00007078574,0.0006951166,0.001114179,0.009866045],"genre_scores_gemma":[0.2691168,0.0004545881,0.707839,0.0005311896,0.0002262187,0.001155229,0.002410385,0.002481554,0.01578506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03963088,"threshold_uncertainty_score":0.1325786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03653021961664532,"score_gpt":0.205940452572002,"score_spread":0.1694102329553567,"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."}}