{"id":"W3124635183","doi":"","title":"Univariate Tests for Nonlinear Structure","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Univariate; Nonlinear system; Independence (probability theory); Econometrics; Statistics; Univariate analysis; Mathematics; Multivariate statistics; Multivariate analysis; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0106622,0.0008161527,0.001044666,0.002213913,0.001086655,0.001634824,0.001683571,0.0008912112,0.01084942],"category_scores_gemma":[0.07704872,0.0002931525,0.001667944,0.002988402,0.00214529,0.002850323,0.001603575,0.002278976,0.0009696249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018139,"about_ca_system_score_gemma":0.001740607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005952265,"about_ca_topic_score_gemma":0.006411138,"domain_scores_codex":[0.9904549,0.00428946,0.0005760854,0.001777065,0.002138484,0.0007640371],"domain_scores_gemma":[0.839453,0.1367257,0.01117667,0.00772293,0.003096038,0.00182563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001883177,0.0004787877,0.7639753,0.0003205011,0.002767829,0.000944311,0.0009290053,0.02990936,0.00324512,0.05201131,0.004390884,0.1391444],"study_design_scores_gemma":[0.0002101999,0.0012408,0.7282865,0.0001152786,0.0005257712,0.001057615,0.001337255,0.1813863,0.00458171,0.0752518,0.005806782,0.0001999813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8358337,0.0008146255,0.1429795,0.0007907648,0.0001292801,0.0001384198,0.005235538,0.0005551085,0.01352317],"genre_scores_gemma":[0.9915563,0.00007268333,0.006101199,0.00004392398,0.00005928389,0.00005750509,0.001098106,0.00002998591,0.0009809999],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01084942,"threshold_uncertainty_score":0.05638778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213709913798372,"score_gpt":0.2460597637504865,"score_spread":0.2139226646125028,"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."}}