{"id":"W3122175154","doi":"","title":"International environmental agreements - The role of foresight","year":2002,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Futures studies; Economics; Mathematical economics; Action (physics); Set (abstract data type); Pareto principle; Microeconomics; Computer science; Operations management","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001360578,0.0003049769,0.000645067,0.0006276631,0.000131784,0.0001265638,0.001450641,0.0003809646,0.003094746],"category_scores_gemma":[0.0001336191,0.0003322714,0.0003002744,0.00006867009,0.0003812731,0.0001448458,0.001650742,0.001029113,0.0002423694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030786,"about_ca_system_score_gemma":0.00003411384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002996828,"about_ca_topic_score_gemma":0.0001561611,"domain_scores_codex":[0.9970798,0.00005411947,0.001285923,0.0008223971,0.00008401302,0.0006737215],"domain_scores_gemma":[0.9979026,0.0002340144,0.0006771308,0.001056275,0.00001605888,0.0001139528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002936521,0.001868815,0.6281579,0.0003566915,0.001475824,0.00002448008,0.009444986,0.008950986,0.0001834043,0.07713285,0.0009386133,0.2711718],"study_design_scores_gemma":[0.001506031,0.0001207327,0.035576,0.0001369235,0.00001173274,0.0000119455,0.002416638,0.07456462,0.0004021732,0.1286879,0.7555259,0.001039346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4393231,0.001477797,0.000002420621,0.0008147107,0.0009482258,0.000705431,0.002430676,0.0000154861,0.5542822],"genre_scores_gemma":[0.9582585,0.0375931,0.000151034,0.0001084817,0.0004102755,0.0002005753,0.0001900688,0.00006652658,0.003021422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7545873,"threshold_uncertainty_score":0.9999129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07856818754750228,"score_gpt":0.2874380322660724,"score_spread":0.2088698447185701,"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."}}