{"id":"W4417089467","doi":"10.9734/ajeba/2025/v25i122092","title":"Re-examining the Validity of the Augmented Phillips Curve in the United States of America","year":2025,"lang":"en","type":"article","venue":"Asian Journal of Economics Business and Accounting","topic":"Unemployment and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phillips curve; Inflation (cosmology); Unemployment; Ordinary least squares; Output gap; Quarter (Canadian coin); Structural break; Autocorrelation; Deflation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00165943,0.0001309162,0.0004542208,0.0003180261,0.0001318568,0.00009809744,0.0005530184,0.00004899126,0.0000296404],"category_scores_gemma":[0.0001911989,0.00008594023,0.0001017129,0.0005629107,0.0001731643,0.0003058379,0.0001107814,0.0002133797,0.000001077491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004418411,"about_ca_system_score_gemma":0.00004364795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000362057,"about_ca_topic_score_gemma":0.000102385,"domain_scores_codex":[0.9984277,0.00004357343,0.001180193,0.0001460419,0.00002204335,0.0001804312],"domain_scores_gemma":[0.9975678,0.0002427915,0.001833942,0.0002511335,0.00008884919,0.0000155201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003327736,0.00007930685,0.9777282,0.00007098636,0.0001305701,8.026915e-7,0.001970717,0.002791888,0.00000903236,0.01488337,0.0004334208,0.001868373],"study_design_scores_gemma":[0.001286933,0.00005774882,0.9253581,0.0002646079,0.00005224926,0.000008365991,0.01018437,0.007888528,0.0001080061,0.034784,0.01979155,0.0002156105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898832,0.0003270554,0.0002663879,0.006319367,0.0003731083,0.0001184152,0.00002988278,0.000001648418,0.002680962],"genre_scores_gemma":[0.9985982,0.0006696368,0.00007772482,0.0005392829,0.0000724476,0.000002370019,0.00000470666,0.00001015788,0.00002548772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05237021,"threshold_uncertainty_score":0.3504541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04441199406655145,"score_gpt":0.2219662824953532,"score_spread":0.1775542884288018,"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."}}