{"id":"W1724105001","doi":"","title":"The Utility of Principles and Rules of Transnational Civil Procedure","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"International Arbitration and Investment Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Civil procedure; Law and economics; Political science; Law; Economics","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":[0.01389719,0.0005784315,0.0007442243,0.002000041,0.003958128,0.01251743,0.00194661,0.006090697,0.004325407],"category_scores_gemma":[0.02817007,0.000590521,0.0009858594,0.001910604,0.03592675,0.01619896,0.005941506,0.008989693,0.001389241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002561733,"about_ca_system_score_gemma":0.005041983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003308134,"about_ca_topic_score_gemma":0.002901738,"domain_scores_codex":[0.982844,0.008528666,0.001107559,0.001946912,0.004566574,0.001006235],"domain_scores_gemma":[0.9799613,0.01060718,0.002092709,0.004939703,0.00198406,0.000415024],"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":[0.000001803942,0.000002328376,0.00004077724,0.00001180225,0.000001889803,0.0000205545,0.0002582658,0.0003559199,0.00001499566,0.9969161,0.0002202951,0.002155254],"study_design_scores_gemma":[0.000003569394,0.000009597028,0.0001108638,0.00006984913,0.000002948436,0.0001004553,0.0003711657,0.0003920435,0.00007864112,0.9772666,0.02158456,0.000009788328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02543249,0.008216535,0.2841364,0.02201428,0.001020855,0.000159615,0.0001020085,0.0001321184,0.6587857],"genre_scores_gemma":[0.855965,0.007429305,0.1028007,0.004725193,0.0009498343,0.000422776,0.0001237138,0.0001484461,0.02743503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01389719,"threshold_uncertainty_score":0.07349628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620145665234013,"score_gpt":0.2094824940173948,"score_spread":0.1932810373650547,"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."}}