{"id":"W4250623448","doi":"10.1007/978-3-030-52970-3_1","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"Dynamic modeling and econometrics in economics and finance","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Honor; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0006351708,0.0006027966,0.001436685,0.001242789,0.000140852,0.0001893235,0.0002688009,0.000570123,0.0001330711],"category_scores_gemma":[0.00006414168,0.0008535012,0.0001694043,0.00009532137,0.0001425129,0.0004370017,0.0002056472,0.0006933083,0.0003013449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624626,"about_ca_system_score_gemma":0.00003013221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001376192,"about_ca_topic_score_gemma":0.00006594036,"domain_scores_codex":[0.9962868,0.00000555009,0.001599789,0.00158649,0.00001887595,0.0005024779],"domain_scores_gemma":[0.9985079,0.00006019466,0.0007334307,0.0005260938,0.000009511542,0.0001629303],"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":[0.0000343679,0.00001889102,0.0002865164,0.00007829092,0.00009064293,0.000005329289,0.0002106846,0.08826319,7.233235e-8,0.8949592,0.0002305041,0.01582238],"study_design_scores_gemma":[0.0003770477,0.00005644839,0.00006916342,0.0000193098,0.000009278512,0.00001583913,0.00001036587,0.6147527,7.934927e-8,0.2410967,0.1430215,0.0005716533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2697061,0.08891605,0.01027038,0.0161537,0.004034482,0.001745774,0.004044487,0.0001979671,0.6049311],"genre_scores_gemma":[0.6637167,0.2853613,0.001765551,0.0006897387,0.0007378877,0.00002765491,0.0002328462,0.0001854308,0.04728287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6538625,"threshold_uncertainty_score":0.9993916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05466706778300551,"score_gpt":0.1978370747120113,"score_spread":0.1431700069290058,"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."}}