{"id":"W2110354543","doi":"10.2139/ssrn.1800702","title":"Accounting for the Cyclical Dynamics of Income Shares","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Economics; Accounting; Dynamics (music); Econometrics","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":[],"consensus_categories":[],"category_scores_codex":[0.001911947,0.00009828998,0.0002473973,0.00008182614,0.0001687022,0.00003081313,0.0004273371,0.00006533763,0.0001249043],"category_scores_gemma":[0.00008794296,0.00008255338,0.0001855572,0.00006190434,0.00006034316,0.0001857281,0.00005084557,0.0005049736,0.00002157813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003399885,"about_ca_system_score_gemma":0.0001480724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001952462,"about_ca_topic_score_gemma":0.000588439,"domain_scores_codex":[0.9983288,0.000006409146,0.0005358901,0.0001522285,0.00001813074,0.0009585635],"domain_scores_gemma":[0.9991884,0.00009582301,0.0004569473,0.0001928999,0.00003385385,0.00003212381],"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":[0.00003722804,0.00002053637,0.01120151,0.00000535871,0.0001162226,8.719741e-8,0.0001865578,0.00002799479,0.000001297332,0.9850983,0.00001411434,0.00329078],"study_design_scores_gemma":[0.0003750614,0.0001193904,0.00246244,0.000005776778,0.00001141794,0.00002929792,0.0006636911,0.005518843,0.00001436534,0.989089,0.00160127,0.00010945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.669103,0.0100595,0.3041204,0.001232815,0.0009152669,0.0003897386,0.0001813505,0.00002698873,0.01397101],"genre_scores_gemma":[0.9969179,0.001848659,0.0003186769,0.00005377964,0.0001804762,0.00001066972,0.000002900228,0.00002209781,0.0006448451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3278149,"threshold_uncertainty_score":0.3366429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525896655868327,"score_gpt":0.2134060757363923,"score_spread":0.188147109177709,"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."}}