{"id":"W1557161846","doi":"10.3386/w21241","title":"Reviving the Limit Cycle View of Macroeconomic Fluctuations","year":2015,"lang":"en","type":"article","venue":"National Bureau of Economic Research","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of British Columbia","funders":"","keywords":"Limit (mathematics); Economics; Limit cycle; Business cycle; Keynesian economics; Econometrics; Mathematical economics; Mathematics; Mathematical analysis","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":[0.00167042,0.0004966313,0.0008589894,0.00117039,0.0006008146,0.002940794,0.00143049,0.001415715,0.002829972],"category_scores_gemma":[0.01085507,0.000467039,0.001057463,0.001021117,0.003206495,0.00591529,0.001964342,0.002786311,0.0002983228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001678748,"about_ca_system_score_gemma":0.001305726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006550811,"about_ca_topic_score_gemma":0.004071027,"domain_scores_codex":[0.9992726,0.0002853522,0.00003692938,0.0001749705,0.0001617086,0.00006840986],"domain_scores_gemma":[0.9966857,0.00176548,0.0004069699,0.0007215935,0.0002446662,0.0001756533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002368106,0.00002259183,0.003135886,0.00005012163,0.00003606216,0.000132321,0.0002711566,0.03615116,0.0003632783,0.9486667,0.001286268,0.009860809],"study_design_scores_gemma":[0.000009900111,0.00001336834,0.00109727,0.00002882711,0.000009169991,0.00005824092,0.00005540728,0.1223739,0.0001092312,0.8715876,0.004638436,0.00001860925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2222703,0.005102169,0.7093124,0.01791546,0.0003835321,0.00004481228,0.0006564081,0.0005646064,0.04375026],"genre_scores_gemma":[0.9697151,0.002294976,0.02215289,0.001061803,0.0003971912,0.00006061895,0.0001914399,0.0001528015,0.003973168],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006550811,"threshold_uncertainty_score":0.0130254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5510441044538907,"score_gpt":0.4620053870381373,"score_spread":0.08903871741575342,"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."}}