{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01050308,0.0008310644,0.0006588434,0.002000502,0.00583298,0.0121999,0.002916449,0.01103248,0.02754976],"category_scores_gemma":[0.01942161,0.0003431107,0.001037137,0.003215029,0.01054644,0.01299429,0.008895251,0.01725806,0.003874839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01309287,"about_ca_system_score_gemma":0.01734159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205365,"about_ca_topic_score_gemma":0.01189777,"domain_scores_codex":[0.98557,0.004445407,0.000438756,0.00212726,0.005473446,0.001945203],"domain_scores_gemma":[0.9943523,0.002179881,0.0005880242,0.0009954324,0.001414783,0.0004695317],"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":[0.000003849313,0.00001295618,0.00004099502,0.0000298465,0.000003671047,0.00002607524,0.0002794811,0.0001920195,0.0000241227,0.980248,0.01346358,0.005675339],"study_design_scores_gemma":[0.00001617611,0.00002034131,0.0002345821,0.0003796922,0.000008262975,0.00003848444,0.0003505452,0.000369754,0.000107815,0.3762832,0.6221755,0.00001571921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003721154,0.01058205,0.01017025,0.09308929,0.003393902,0.0001463444,0.0002150606,0.0001100531,0.8785719],"genre_scores_gemma":[0.3788743,0.01803733,0.01034073,0.1820835,0.01258066,0.0008169237,0.0007050575,0.0005305847,0.3960308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02754976,"threshold_uncertainty_score":0.09499592,"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."}}