{"id":"W4403228944","doi":"10.2139/ssrn.4962766","title":"Automation in an Estimated Small Open Economy Model<br>","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Small open economy; Automation; Open economy; Economics; Computer science; Engineering; Keynesian economics; Macroeconomics","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":[0.0009929282,0.0002880525,0.0007638246,0.0005177761,0.0006087947,0.002240711,0.0007743491,0.001254779,0.009778934],"category_scores_gemma":[0.00753265,0.0004134635,0.000879732,0.000663802,0.0009302544,0.002110825,0.0006508708,0.001197367,0.0008308641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009521591,"about_ca_system_score_gemma":0.001083471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02208102,"about_ca_topic_score_gemma":0.014248,"domain_scores_codex":[0.9995314,0.0002079323,0.00002586115,0.0001215319,0.00005351983,0.00005975992],"domain_scores_gemma":[0.9949872,0.003848382,0.0003380139,0.0004269067,0.000262353,0.0001370765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00013083,0.00006635342,0.003352656,0.00004227095,0.00003465536,0.0002198697,0.0001062561,0.9375485,0.0003804044,0.05084697,0.001892134,0.005379152],"study_design_scores_gemma":[0.00002676525,0.00001959932,0.001279791,0.000005708202,0.00001773054,0.00002400947,0.00003227686,0.9811148,0.0001798167,0.01662638,0.000660675,0.00001236525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7703061,0.0002856108,0.1891597,0.00168452,0.0001224138,0.00008556159,0.003049673,0.0009931383,0.03431332],"genre_scores_gemma":[0.9856145,0.00007645944,0.00839671,0.00003949734,0.00001965218,0.0000475379,0.0005414467,0.00007959764,0.005184635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02208102,"threshold_uncertainty_score":0.04390496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066664555003272,"score_gpt":0.2593584449024202,"score_spread":0.2186917993523875,"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."}}