{"id":"W4200632558","doi":"","title":"Implementing the Trade Facilitation Agreement (TFA): estimates of reduction in time at customs for the United Nations' vulnerable economies","year":2021,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Trade facilitation; Facilitation; Reduction (mathematics); International trade; International economics; Economics; Free trade agreement; Business; Trade barrier; Free trade","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006503295,0.0001705304,0.0002152948,0.0005135588,0.001274472,0.0001919437,0.0006914773,0.0001314755,0.002801487],"category_scores_gemma":[0.002106789,0.0001442432,0.00009692846,0.001741341,0.0004344573,0.00009175496,0.0001689307,0.0001764406,0.00001752039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164647,"about_ca_system_score_gemma":0.0001935547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008518049,"about_ca_topic_score_gemma":0.06642167,"domain_scores_codex":[0.9956688,0.002894363,0.0004495237,0.0003309127,0.0003536709,0.0003027559],"domain_scores_gemma":[0.9950176,0.003281005,0.0005417433,0.000648349,0.0004649599,0.00004635885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001274104,0.0004478865,0.001558599,0.0002330547,0.0002742489,4.604099e-7,0.07371008,0.0004192826,0.002507559,0.8021575,0.1072104,0.0114681],"study_design_scores_gemma":[0.0003773033,3.316885e-7,0.0005885171,0.0004325149,0.00005053761,9.08244e-7,0.002711445,0.001728938,0.00704874,0.0004292494,0.9864553,0.000176223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006194854,0.003466929,0.01333078,0.180165,0.0006078798,0.004260192,0.0003232337,0.0003383657,0.7913128],"genre_scores_gemma":[0.1425486,0.001967303,0.01308315,0.00009880206,0.0001055287,0.0003333257,0.00198196,0.0001790155,0.8397023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8792449,"threshold_uncertainty_score":0.9981101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01710268035524582,"score_gpt":0.2628972278350482,"score_spread":0.2457945474798024,"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."}}