{"id":"W4376623631","doi":"10.2139/ssrn.4437177","title":"A Dynare Toolbox for Social Learning Expectations","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Mental Health Research Topics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Canada; Bank of Canada","funders":"","keywords":"Toolbox; Computer science; Psychology; Data science; Programming language","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":[0.003917986,0.001150141,0.0006642304,0.001976147,0.001058395,0.006478432,0.00253772,0.001534054,0.1081143],"category_scores_gemma":[0.01315578,0.0007785574,0.0009088918,0.001109119,0.001177126,0.009523557,0.006091776,0.002547333,0.04262248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450886,"about_ca_system_score_gemma":0.001652285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001436078,"about_ca_topic_score_gemma":0.001390371,"domain_scores_codex":[0.9983668,0.000453893,0.0001878905,0.0002461174,0.0006317271,0.0001135836],"domain_scores_gemma":[0.9948878,0.002692993,0.0002127684,0.0008485223,0.0009378577,0.0004201305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002034459,0.0001456865,0.001577119,0.0003651297,0.00003653807,0.0001982307,0.001275536,0.005008392,0.001668605,0.3588605,0.09300836,0.5376525],"study_design_scores_gemma":[0.00006216959,0.00007295069,0.0007766142,0.0003152836,0.00002231462,0.0002929884,0.0006944761,0.06020645,0.004368808,0.5626248,0.3704656,0.00009756902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003497878,0.0003497997,0.8523211,0.002507643,0.0002725997,0.0001574806,0.002041815,0.03713033,0.1017213],"genre_scores_gemma":[0.1493474,0.001008461,0.7515979,0.0008471311,0.0003322845,0.001022321,0.004242047,0.01044139,0.0811611],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1081143,"threshold_uncertainty_score":0.3616782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07609363432991052,"score_gpt":0.4593393486286714,"score_spread":0.3832457142987609,"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."}}