{"id":"W4410716737","doi":"10.1007/s11222-025-10635-5","title":"Local Polynomial $$L_p$$-norm Regression","year":2025,"lang":"en","type":"article","venue":"Statistics and Computing","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"","keywords":"Mathematics; Polynomial regression; Polynomial; Norm (philosophy); Regression; Combinatorics; Discrete mathematics; Applied mathematics; Statistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003382153,0.001145131,0.001365775,0.0008239532,0.0005636124,0.001788147,0.00241069,0.001508215,0.01059606],"category_scores_gemma":[0.01609432,0.0004341611,0.0006671635,0.001458433,0.002360312,0.002999439,0.00267055,0.003089533,0.005239666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141332,"about_ca_system_score_gemma":0.001589958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263814,"about_ca_topic_score_gemma":0.003047545,"domain_scores_codex":[0.9977168,0.0009971863,0.00006836514,0.000528541,0.0005575249,0.0001314984],"domain_scores_gemma":[0.9946533,0.002618422,0.0003659847,0.001241238,0.0009094966,0.0002115471],"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":[0.0002649282,0.0001139677,0.001129029,0.000503262,0.0001093336,0.0001344772,0.00007896362,0.2011863,0.00697897,0.495636,0.0491357,0.2447291],"study_design_scores_gemma":[0.00001613444,0.00004485975,0.0003101284,0.00002306521,0.00001724967,0.00008007638,0.00002565984,0.8496202,0.003565532,0.1338351,0.01243896,0.00002303545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002362507,0.0003028351,0.9923925,0.000825843,0.0001465876,0.00001437136,0.000192585,0.0004653044,0.003297448],"genre_scores_gemma":[0.2974824,0.001921459,0.6418833,0.001453946,0.001349109,0.0003152181,0.002103741,0.002117893,0.05137294],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01059606,"threshold_uncertainty_score":0.03544736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366668897098225,"score_gpt":0.3763456907777759,"score_spread":0.3526790018067937,"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."}}