{"id":"W7015260132","doi":"","title":"A Sneak Peek into WTO Subsidy Notifications","year":2025,"lang":"en","type":"article","venue":"Graduate Institute Geneva Institutional Repository (Graduate Institute of International and Development Studies)","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsidy; European union; Scope (computer science); Descriptive statistics; Set (abstract data type); Eu countries","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0008341549,0.0004814396,0.000562538,0.000744293,0.003873974,0.0002186577,0.0008634544,0.0001776124,0.00002876138],"category_scores_gemma":[0.0009551186,0.0004900619,0.0001453814,0.001087748,0.003719056,0.001255941,0.0004415394,0.0003544284,0.00008724807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106584,"about_ca_system_score_gemma":0.00321527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422349,"about_ca_topic_score_gemma":0.002271489,"domain_scores_codex":[0.9955118,0.0001189604,0.0013937,0.0008814947,0.001596159,0.0004978957],"domain_scores_gemma":[0.9965516,0.0001272356,0.0004618679,0.0003844766,0.002220267,0.0002545095],"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":[0.0001273024,0.0005489517,0.007343929,0.0002284559,0.001505737,0.0001605822,0.01154332,0.002027977,0.001444694,0.9567286,0.006651929,0.01168847],"study_design_scores_gemma":[0.001092216,0.00002357784,0.03023103,0.0004241235,0.0001036047,0.00004849068,0.001983847,0.00005595243,0.004724307,0.002604686,0.9581097,0.0005984313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.71717,0.003610783,0.0150946,0.07467767,0.03871833,0.002230334,0.00007464412,0.0007557504,0.1476679],"genre_scores_gemma":[0.9777975,0.001624801,0.01285913,0.0005304122,0.0004730809,0.0001789129,0.0001813335,0.00002143684,0.006333399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.954124,"threshold_uncertainty_score":0.9997551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09320930048035544,"score_gpt":0.3455799615932583,"score_spread":0.2523706611129028,"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."}}