{"id":"W2595621542","doi":"10.54648/gtcj2012034","title":"Anti-dumping and Judicial Review in South Africa: An Urgent Need for Change","year":2012,"lang":"en","type":"article","venue":"Global Trade and Customs Journal","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribunal; Dumping; Judicial review; Political science; Deference; Law; International trade; Business","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":[0.05001758,0.0004794865,0.0011435,0.00286149,0.007439333,0.02089489,0.003407941,0.01072723,0.002342825],"category_scores_gemma":[0.08026991,0.0008840818,0.001027439,0.004316723,0.01781281,0.01472164,0.006211724,0.01477503,0.000372984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01409788,"about_ca_system_score_gemma":0.06494355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02360977,"about_ca_topic_score_gemma":0.04284575,"domain_scores_codex":[0.9594359,0.01967289,0.003879576,0.002512984,0.008042041,0.006456602],"domain_scores_gemma":[0.8712901,0.08810039,0.01376363,0.004254358,0.01637214,0.00621941],"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":[0.0001664836,0.0002134001,0.01306233,0.006165425,0.0002237386,0.005051708,0.04840379,0.001307415,0.002121169,0.4541312,0.1023495,0.3668037],"study_design_scores_gemma":[0.00009992739,0.0001888165,0.01770268,0.007061971,0.00008437889,0.002490067,0.04275599,0.0005833727,0.001149035,0.06733356,0.8603362,0.0002140203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02520457,0.1274921,0.001780766,0.828188,0.003038052,0.00008026046,0.00003315914,0.00003232386,0.01415074],"genre_scores_gemma":[0.5254153,0.1721427,0.01421168,0.2619772,0.01062749,0.0002549253,0.00006464154,0.000149171,0.01515681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05001758,"threshold_uncertainty_score":0.2645214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08233373517147559,"score_gpt":0.332947398984342,"score_spread":0.2506136638128664,"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."}}