{"id":"W4404059174","doi":"10.1016/j.jedc.2024.104984","title":"A Dynare toolbox for social learning expectations","year":2024,"lang":"en","type":"article","venue":"Journal of Economic Dynamics and Control","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Canada Research Chairs","keywords":"Toolbox; Economics; Social learning; Microeconomics; Mathematical economics; Computer science; Knowledge management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001364593,0.001204591,0.0008217902,0.0009610751,0.0006098932,0.001859681,0.00180237,0.001366463,0.04754269],"category_scores_gemma":[0.006008987,0.0008330756,0.001434169,0.0008398287,0.0007010464,0.002084493,0.002724095,0.003003266,0.01522579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008531017,"about_ca_system_score_gemma":0.001748131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277421,"about_ca_topic_score_gemma":0.003149404,"domain_scores_codex":[0.9993168,0.0002057436,0.00007776275,0.0001290076,0.0002112005,0.00005948782],"domain_scores_gemma":[0.9984364,0.0009667615,0.0001024393,0.0001950545,0.0002292398,0.00007012506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001073084,0.0001188726,0.001197563,0.0005174727,0.00009222551,0.0003467891,0.0003409828,0.1494216,0.002314035,0.6151459,0.04492908,0.1854682],"study_design_scores_gemma":[0.00006451335,0.00002505404,0.0001977232,0.0001249686,0.00001837659,0.0001419771,0.00004820164,0.4973429,0.001733793,0.3645716,0.1356925,0.00003843718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0008325119,0.0002308297,0.979454,0.000348361,0.00006821432,0.00004525376,0.001338381,0.007308617,0.01037389],"genre_scores_gemma":[0.06547678,0.001205791,0.906772,0.0004162111,0.0001549678,0.0008251698,0.003059512,0.004137447,0.01795201],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.04754269,"threshold_uncertainty_score":0.1590462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148984999340517,"score_gpt":0.403792365036471,"score_spread":0.3723025150430659,"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."}}