{"id":"W3175363083","doi":"10.2139/ssrn.3415903","title":"Influence Functions for Risk and Performance Estimators","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Estimator; Econometrics; Statistics; Mathematics; Environmental science","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":[0.03003121,0.002645572,0.003568416,0.006713682,0.001375304,0.004816705,0.003250428,0.004146435,0.004965547],"category_scores_gemma":[0.1788801,0.001874115,0.003488926,0.004059363,0.007204643,0.008564779,0.004644631,0.005530917,0.0009896933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218416,"about_ca_system_score_gemma":0.002269499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003269256,"about_ca_topic_score_gemma":0.002003377,"domain_scores_codex":[0.9786935,0.01463447,0.0007339073,0.001916663,0.003279375,0.0007421725],"domain_scores_gemma":[0.7936749,0.1841577,0.006635029,0.008152738,0.005783418,0.001596175],"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":[0.00002996806,0.00002532385,0.0006722813,0.0001203681,0.00009384764,0.00007026511,0.0001865168,0.03241197,0.0002124534,0.9507986,0.001023311,0.01435518],"study_design_scores_gemma":[0.00001442912,0.00003074056,0.000454557,0.00007318816,0.00005840414,0.00008915136,0.0000356301,0.1912527,0.0002483637,0.8049548,0.002760674,0.00002746515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00411021,0.001204422,0.9907889,0.0004122523,0.00007576238,0.00003058748,0.00007019254,0.00008257045,0.003225171],"genre_scores_gemma":[0.5431362,0.01033475,0.4172698,0.001082156,0.002483989,0.001284237,0.0008997246,0.0009687782,0.02254034],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03003121,"threshold_uncertainty_score":0.1588221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840674301829252,"score_gpt":0.3138323000963744,"score_spread":0.2954255570780819,"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."}}