{"id":"W956576443","doi":"10.54648/gtcj2012025","title":"Judicial Review of Trade Remedy Determinations in Ten User Countries","year":2012,"lang":"en","type":"article","venue":"Global Trade and Customs Journal","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribunal; Judicial review; Dumping; Political science; Deference; Law; Business; International trade","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":[],"consensus_categories":[],"category_scores_codex":[0.0008542616,0.00009076132,0.0002106165,0.00005235178,0.00027411,0.00004587871,0.0001601969,0.00006582982,0.0002174443],"category_scores_gemma":[0.0001901418,0.00008307472,0.00005217444,0.0005528614,0.0002736971,0.0005432206,0.00001314806,0.0001637507,0.000006574719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312106,"about_ca_system_score_gemma":0.000181835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005404376,"about_ca_topic_score_gemma":0.0002995894,"domain_scores_codex":[0.9985856,0.0002015136,0.0003762151,0.00008498132,0.0004303217,0.0003213354],"domain_scores_gemma":[0.9994819,0.00004367927,0.0001684301,0.00006541503,0.0000346036,0.0002059334],"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":[0.00002702552,0.0004182113,0.4470741,0.0005593051,0.00007151388,0.00003407894,0.009483465,0.000002416542,0.00005642753,0.4695209,0.03677931,0.03597334],"study_design_scores_gemma":[0.0003652707,0.00002157161,0.3909542,0.0008139807,0.00006822417,0.0001108562,0.0006369407,8.4481e-7,0.00003560148,0.0005759383,0.6062738,0.000142817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2932932,0.1721044,0.0002567472,0.4422239,0.003552098,0.001547764,0.0001746511,0.0001796603,0.08666748],"genre_scores_gemma":[0.9795941,0.0184489,0.0001864542,0.001285022,0.000431256,0.000001839976,0.000001687682,0.000006033164,0.0000446704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6863009,"threshold_uncertainty_score":0.3387688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544081132544329,"score_gpt":0.3102067800768424,"score_spread":0.2947659687513991,"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."}}