{"id":"W4307375316","doi":"10.26443/glsars.v2i1.186","title":"Beyond Multilateral Treaty Reforms","year":2022,"lang":"en","type":"article","venue":"McGill GLSA Research Series","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"International trade; Free trade; Trade barrier; Treaty; Environmental law; Economics; Nexus (standard); Tariff; International trade law; Liberalization; International economics; Commercial policy; International free trade agreement; Business; Political science; Law; Market economy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001947557,0.00009520649,0.0001297532,0.0002092446,0.006763199,0.000120206,0.0005606939,0.00004521882,0.005327542],"category_scores_gemma":[0.0003277436,0.00008873418,0.00004534504,0.001633871,0.0006955545,0.0005796404,0.0004394841,0.000466201,0.0001673272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006293236,"about_ca_system_score_gemma":0.0001690415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002569454,"about_ca_topic_score_gemma":0.003796066,"domain_scores_codex":[0.9965538,0.0007696802,0.0001798918,0.0002999667,0.001510304,0.0006864021],"domain_scores_gemma":[0.9991373,0.0001198818,0.00003622821,0.0002816078,0.0002332238,0.0001917686],"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":[0.00009537442,0.0001226234,0.001666761,0.00001124802,0.00002082244,0.00005948195,0.008483258,0.00003374512,0.0008328456,0.9753856,0.00973696,0.003551249],"study_design_scores_gemma":[0.0002085635,0.0001070327,0.001905248,0.000002172013,0.000001943583,0.00000346915,0.007310062,0.000006516244,0.001082679,0.006438004,0.9828138,0.0001205307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1418326,0.00007833615,0.000001231735,0.07911674,0.0007135647,0.0008680035,0.0003005261,0.0004816395,0.7766073],"genre_scores_gemma":[0.9175465,0.00006097367,0.0001938775,0.0001911468,0.0001413185,0.00009531432,0.00002888961,0.00002566536,0.08171634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9730768,"threshold_uncertainty_score":0.9955817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06743004007657512,"score_gpt":0.3811522757947284,"score_spread":0.3137222357181533,"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."}}