{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003988045,0.00006180844,0.0001767805,0.0001145624,0.0001173762,0.0000848327,0.00007188709,0.0000551594,0.0001688561],"category_scores_gemma":[0.00002301992,0.00005710843,0.0001014908,0.00002081147,0.00002843499,0.00009149513,0.00000686976,0.0002333646,0.00001968985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219822,"about_ca_system_score_gemma":0.000105362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001004804,"about_ca_topic_score_gemma":0.00005395002,"domain_scores_codex":[0.999305,0.00005427668,0.0003212912,0.00009766679,0.00004315126,0.0001786863],"domain_scores_gemma":[0.9994545,0.000278841,0.0001144915,0.00003719443,0.00003586979,0.00007910711],"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":[0.0007681727,0.00009227514,0.003308399,0.0002313165,0.0007523149,0.00008168168,0.006422985,0.0002099904,0.00006775845,0.5821629,0.005858567,0.4000437],"study_design_scores_gemma":[0.006987906,0.001843788,0.006749113,0.0001076876,0.0001634707,0.0003544224,0.02104261,0.898599,0.000002273933,0.01723906,0.04659651,0.0003142241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849295,0.006867221,0.0686563,0.01974164,0.005142737,0.0008727112,0.0002787742,0.00004205844,0.01346901],"genre_scores_gemma":[0.9959908,0.00002369153,0.0001332196,0.00007754598,0.0007814867,0.00002271784,0.000004800215,0.00001375522,0.002951992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.898389,"threshold_uncertainty_score":0.2328814,"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."}}