{"id":"W3125317469","doi":"","title":"The WTO Appellate Body's Decision-Making Process: A Perfect Model for International Adjudication?","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Adjudication; Scope (computer science); Relevance (law); Process (computing); Institution; Political science; Law and economics; Settlement (finance); Face (sociological concept); Decision-making; Law; Business; Computer science; Sociology; Marketing","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00229047,0.0001109631,0.0001024067,0.00008583981,0.001844698,0.0003043284,0.0007301093,0.00006289048,0.00003616844],"category_scores_gemma":[0.001139594,0.00008418518,0.00009716859,0.0003061967,0.00009064603,0.0003648855,0.00001415086,0.0005950266,0.00001643563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008594868,"about_ca_system_score_gemma":0.002484062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005195879,"about_ca_topic_score_gemma":0.001162692,"domain_scores_codex":[0.9976333,0.00006843748,0.0002970921,0.0001880554,0.00056177,0.00125136],"domain_scores_gemma":[0.9988539,0.0002680609,0.0002266705,0.0001228533,0.0004549833,0.0000735465],"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":[0.00006008944,0.00004182684,0.0002624189,6.880237e-7,0.00005047421,2.792645e-7,0.001452799,0.00195252,0.00002596186,0.942795,0.0006119672,0.05274597],"study_design_scores_gemma":[0.0003941988,0.00007034845,0.0002975867,0.00003107909,0.00002584838,0.00002273946,0.001832774,0.02433459,0.00001897431,0.9525382,0.02028474,0.0001489018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04906032,0.00318314,0.7456007,0.1809472,0.001460152,0.001240548,0.000007033798,0.0002538525,0.01824701],"genre_scores_gemma":[0.9948682,0.001579796,0.00047085,0.0003310211,0.000753294,0.000008149721,0.000001839241,0.00001720033,0.001969702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9458078,"threshold_uncertainty_score":0.9994547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007053625036770952,"score_gpt":0.3149908131456899,"score_spread":0.307937188108919,"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."}}