{"id":"W2094129355","doi":"10.1002/cjs.10104","title":"Self-consistent estimation of mean response functions and their derivatives","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Statistics","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Estimation; Mathematics; Statistics; Applied mathematics; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01020815,0.0006192338,0.001448045,0.001679856,0.0003468032,0.001202616,0.001428118,0.001251968,0.001499489],"category_scores_gemma":[0.03115333,0.0007495722,0.001485766,0.001084927,0.001339876,0.002039666,0.001230752,0.001406186,0.000418362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007441218,"about_ca_system_score_gemma":0.001071882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00181712,"about_ca_topic_score_gemma":0.001682046,"domain_scores_codex":[0.9976047,0.001285213,0.0001284039,0.000437103,0.0004458954,0.00009859858],"domain_scores_gemma":[0.9777697,0.01665957,0.001540039,0.00249764,0.001385185,0.0001478689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002800291,0.0001272536,0.02497483,0.0003603923,0.0005938344,0.0002073022,0.000394252,0.5399548,0.0101815,0.1608516,0.001725118,0.2603491],"study_design_scores_gemma":[0.00001772511,0.00006309022,0.004044041,0.00003058552,0.00003703228,0.0001035186,0.00003373024,0.9517851,0.003244005,0.03914553,0.001446027,0.00004956148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01361377,0.0001690991,0.9857832,0.0000556036,0.00001050672,0.00001761519,0.00004042525,0.00009898546,0.0002107985],"genre_scores_gemma":[0.4180297,0.0005952608,0.5770791,0.0001314573,0.00006997915,0.0002060609,0.0004868716,0.0001746776,0.003226931],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01020815,"threshold_uncertainty_score":0.05398655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216251587221922,"score_gpt":0.3021945383219123,"score_spread":0.18056937959972,"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."}}