{"id":"W3184797826","doi":"10.1002/cjs.11636","title":"Nonparametric estimation of unrestricted distributions and their jumps","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Statistics","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estimator; Nonparametric statistics; Mathematics; Jump; Smoothness; Random variable; Applied mathematics; Econometrics; Statistics; Mathematical analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005836064,0.0004256153,0.0008844719,0.001656304,0.0003596034,0.001647601,0.001485748,0.001014526,0.001736127],"category_scores_gemma":[0.03408486,0.0004001277,0.0009196352,0.001465231,0.002374886,0.002598037,0.00208945,0.001947041,0.0002115408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000764701,"about_ca_system_score_gemma":0.0007873526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615429,"about_ca_topic_score_gemma":0.001593806,"domain_scores_codex":[0.9975207,0.001218672,0.0001114454,0.0004893831,0.0004586302,0.0002011042],"domain_scores_gemma":[0.9784476,0.01708406,0.001822904,0.001881554,0.0005740107,0.0001899567],"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":[0.0001434351,0.00008433874,0.01340728,0.0002227184,0.0002240192,0.0003424276,0.0002603407,0.2771871,0.002617935,0.6357753,0.0008037362,0.06893136],"study_design_scores_gemma":[0.00001864571,0.00005941632,0.005486095,0.00005153007,0.00003413148,0.0001322962,0.00005685404,0.7157559,0.0009192542,0.2756164,0.001839669,0.00002979233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06779103,0.0006128779,0.9285579,0.00036659,0.00003177388,0.00003027331,0.0001647521,0.0001536907,0.002291213],"genre_scores_gemma":[0.9201669,0.0006895494,0.0749193,0.0001009128,0.0001120517,0.0001201626,0.000365525,0.00005066637,0.003474866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005836064,"threshold_uncertainty_score":0.03086448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06859430535007244,"score_gpt":0.3181251823775004,"score_spread":0.2495308770274279,"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."}}