{"id":"W4309765515","doi":"10.1093/jiel/jgac044","title":"Main Act or Side Show? Model Agreements by International Institutions and Their Reuse in Investment Treaty Texts","year":2022,"lang":"en","type":"article","venue":"Journal of International Economic Law","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Treaty; Investment (military); Institution; Convention; International trade; International law; Business; Political science; Law and economics; Law; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01238302,0.0002094313,0.0004170265,0.008465473,0.001695501,0.007018488,0.0006908413,0.0007655516,0.01060685],"category_scores_gemma":[0.1530339,0.0003335951,0.0002991423,0.01345381,0.002899216,0.008975193,0.003138904,0.001914033,0.001699411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568636,"about_ca_system_score_gemma":0.001201759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057463,"about_ca_topic_score_gemma":0.003402596,"domain_scores_codex":[0.9819316,0.00982138,0.001884302,0.001592072,0.00424563,0.0005250702],"domain_scores_gemma":[0.7466459,0.1870574,0.03511001,0.02150358,0.008573379,0.001109897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008150332,0.0003317081,0.294772,0.001385654,0.0002176782,0.001070031,0.138065,0.004135101,0.005701829,0.1741098,0.04630878,0.3330874],"study_design_scores_gemma":[0.00008924973,0.0001824278,0.3722827,0.002942487,0.0001739811,0.001348279,0.06194583,0.02399129,0.01072955,0.06162417,0.4644261,0.0002638313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8510278,0.002754682,0.02055391,0.004068607,0.0004085487,0.0002245703,0.006467877,0.0006198471,0.1138742],"genre_scores_gemma":[0.9852458,0.0006195951,0.005358742,0.0002184425,0.0001472793,0.0001087163,0.003839374,0.0003274397,0.004134589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238302,"threshold_uncertainty_score":0.0654884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02798418143959592,"score_gpt":0.2499047768163594,"score_spread":0.2219205953767635,"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."}}