{"id":"W2112059432","doi":"","title":"Testing the assumption of Linearity","year":2002,"lang":"en","type":"article","venue":"Economics bulletin","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linearity; Unemployment; Econometrics; Mathematics; Series (stratigraphy); Economics; Statistics; Engineering; Macroeconomics; Geology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007009897,0.0001411762,0.0003419895,0.00009570314,0.000123015,0.0000531255,0.0003034691,0.00009043233,0.005967635],"category_scores_gemma":[0.0002171923,0.0001442673,0.0001273908,0.00006666836,0.00009494548,0.00008912907,0.00006186766,0.0001674052,0.005840059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006608194,"about_ca_system_score_gemma":0.000003268816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006574088,"about_ca_topic_score_gemma":0.00001000377,"domain_scores_codex":[0.9986456,0.00001689592,0.0007523706,0.0002909691,0.00001013745,0.0002840127],"domain_scores_gemma":[0.9987937,0.0001847698,0.0005099537,0.0004384076,0.000008887629,0.00006432989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008609159,0.0008471343,0.3416497,0.0001936091,0.0006422054,0.000005792802,0.003785198,0.05972309,0.0001516199,0.3964691,0.1560581,0.04038823],"study_design_scores_gemma":[0.000778487,0.0001171872,0.06678989,0.00001370137,0.00001157536,0.00002042411,0.00004957314,0.1791531,0.00015812,0.01999872,0.7324484,0.0004608241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036327,0.0009684711,0.0001803433,0.00612948,0.000462562,0.0001777183,0.0001351065,0.00003300298,0.08828064],"genre_scores_gemma":[0.9952575,0.0001866901,0.00136792,0.0007195497,0.0002751973,0.00001028098,0.000005678105,0.00002204736,0.002155138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5763903,"threshold_uncertainty_score":0.9949411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.165557135931445,"score_gpt":0.2082867899812504,"score_spread":0.04272965404980544,"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."}}