{"id":"W4386058704","doi":"10.2139/ssrn.4536513","title":"Rethinking WTO Dispute Settlement","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Settlement (finance); Business; Law and economics; International trade; Political science; Law; International economics; Economics; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.003490434,0.00008228349,0.00009192101,0.000124851,0.00106873,0.0001383495,0.0003381581,0.00005454365,0.000267467],"category_scores_gemma":[0.0001668504,0.00008096074,0.00005950263,0.001000839,0.00008267526,0.0002400323,0.00004006318,0.0009320876,0.000430213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075649,"about_ca_system_score_gemma":0.002150344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001228924,"about_ca_topic_score_gemma":0.006451519,"domain_scores_codex":[0.9968956,0.000184272,0.0001942236,0.0001427166,0.0005529579,0.002030299],"domain_scores_gemma":[0.9995597,0.00006177149,0.00009804957,0.0001031008,0.00007312152,0.0001042858],"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":[0.000002345754,0.000009391269,0.00213762,0.000001065785,0.000037303,0.000004612496,0.004644629,0.00002349969,0.00005399187,0.987728,0.001835862,0.003521695],"study_design_scores_gemma":[0.000292987,0.00004420383,0.002253831,0.00001524996,0.00002084698,0.00002282437,0.006679453,0.00002119303,0.00004885382,0.6568273,0.3336005,0.0001728448],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3099481,0.001812422,0.007023158,0.6062114,0.004224153,0.0008020134,0.00001563069,0.001814616,0.06814857],"genre_scores_gemma":[0.9819956,0.00269292,0.00007396876,0.0002536364,0.0007756201,0.00000227146,0.000007103758,0.00002290065,0.01417601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6720475,"threshold_uncertainty_score":0.8219917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625225597293617,"score_gpt":0.2864991755057951,"score_spread":0.270246919532859,"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."}}