{"id":"W4392019252","doi":"10.1093/icsidreview/siae001","title":"EU Investment Protection Law: Chapter Eight of CETA, the Vietnam and Singapore Free Trade Agreements and EU Regulations 1219/2012, 912/2014 and 2019/452. Article-by-Article Commentary","year":2024,"lang":"en","type":"article","venue":"ICSID Review - Foreign Investment Law Journal","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment protection; Investment (military); Law; Foreign direct investment; Political science; Free trade; International trade; Business; International investment; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000934216,0.0003082073,0.000329397,0.000109888,0.0007164006,0.0005829955,0.0002041149,0.00006806937,0.0002955279],"category_scores_gemma":[0.00002236691,0.0002107046,0.0001173082,0.0001674727,0.0004816002,0.001972776,0.0001803322,0.0003189318,0.00002450224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000537645,"about_ca_system_score_gemma":0.00001431825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002161965,"about_ca_topic_score_gemma":0.0001417862,"domain_scores_codex":[0.9979679,0.00007827985,0.0007946725,0.0003375183,0.000523427,0.0002982185],"domain_scores_gemma":[0.9990947,0.00004286512,0.0004008544,0.0002752587,0.00009476089,0.00009151677],"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":[0.0000166116,0.0001058283,0.0000959196,0.0006082059,0.0001699029,0.000006575304,0.00009506392,0.000003499014,0.001022625,0.9431589,0.05391188,0.0008049411],"study_design_scores_gemma":[0.001175235,0.0001327308,0.0004519269,0.002011888,0.0004758057,0.0001748142,0.000124225,0.005240441,0.0009706843,0.1552384,0.8336549,0.0003490034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05644748,0.2978798,0.001007571,0.2427363,0.001670793,0.009503118,0.0002204746,0.0002903969,0.3902441],"genre_scores_gemma":[0.5334465,0.01479567,0.000902182,0.4492282,0.0009592237,0.0002161353,0.0001316381,0.00008440654,0.0002360232],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7879206,"threshold_uncertainty_score":0.8592284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723084744704573,"score_gpt":0.2284406830694515,"score_spread":0.2112098356224058,"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."}}