{"id":"W2044890887","doi":"10.4236/ojs.2013.34030","title":"Change-Point Detection for General Nonparametric Regression Models","year":2013,"lang":"en","type":"article","venue":"Open Journal of Statistics","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mathematics; Nonparametric regression; Nonparametric statistics; Statistics; Regression analysis; Covariate; Regression; Bounded function; Applied 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008661788,0.0001420747,0.0004047158,0.0001326606,0.0001078373,0.0002009858,0.000356973,0.00007130959,0.0003113622],"category_scores_gemma":[0.003114446,0.0001000441,0.00005861777,0.0001683939,0.00004098519,0.0004427203,0.00009018589,0.0001951494,0.00001052032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006052223,"about_ca_system_score_gemma":0.00005290399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006683782,"about_ca_topic_score_gemma":0.000005506734,"domain_scores_codex":[0.998601,0.0001233124,0.0006502078,0.0001286693,0.0002736833,0.0002231532],"domain_scores_gemma":[0.9963323,0.001816305,0.0006460802,0.0001668174,0.0008696975,0.0001687887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009643497,0.0001344404,0.00002181384,0.0001020257,0.00004583583,0.00001014981,0.0002431838,0.00001387,0.0007709226,0.3054383,0.01803008,0.6750929],"study_design_scores_gemma":[0.0006635204,0.0006358647,0.0004502556,0.0001142019,0.00006478354,0.00004727698,0.00007607444,0.07000431,0.001105745,0.9263128,0.0003876917,0.0001374396],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005363402,0.00004814591,0.9925566,0.0001422776,0.0004024491,0.0006643388,0.0001223257,0.000005327341,0.0006951254],"genre_scores_gemma":[0.06062347,0.00006643758,0.9386219,0.0001163715,0.000229241,0.00005918852,0.000002380238,0.00002493941,0.0002560608],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6749555,"threshold_uncertainty_score":0.4079679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2577878223394403,"score_gpt":0.4240849277098376,"score_spread":0.1662971053703973,"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."}}