{"id":"W1480362300","doi":"","title":"Measuring the Sensitivity of Parameter Estimates to Sample Statistics","year":2014,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Booth University College","funders":"","keywords":"Download; Robustness (evolution); Econometrics; Identification (biology); Developing country; Computer science; Complement (music); Economics","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":[0.004669129,0.0001717484,0.0005134673,0.0003455649,0.0001509974,0.00007806251,0.000327562,0.00009445914,0.000162934],"category_scores_gemma":[0.005932869,0.0001719666,0.00009298758,0.0001306206,0.0002037324,0.0001383841,0.0001748416,0.0003297704,0.0001271063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236867,"about_ca_system_score_gemma":0.00002926127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643434,"about_ca_topic_score_gemma":0.0006103864,"domain_scores_codex":[0.9979309,0.0001291188,0.0007549039,0.0004651175,0.0000469716,0.0006729573],"domain_scores_gemma":[0.9942865,0.004593167,0.0002047049,0.0007241741,0.0000246024,0.0001668201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003294994,0.0003213283,0.4666248,0.0001869407,0.0002017362,0.000008239836,0.002592714,0.2131944,0.0002841407,0.09764966,0.0006943609,0.2179122],"study_design_scores_gemma":[0.0008843933,0.0003691874,0.1611528,0.00004564808,0.000006828293,0.00001322214,0.0002297388,0.7179344,0.0008280819,0.07762479,0.04029368,0.000617217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755406,0.00004780613,0.004051595,0.0006393117,0.0002088259,0.0003981075,0.0005741682,0.00001765096,0.01852194],"genre_scores_gemma":[0.9926375,0.0001746322,0.006577548,0.0002631743,0.00009908826,0.00003024053,0.00001378929,0.00003209664,0.0001719309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.50474,"threshold_uncertainty_score":0.7102627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130781189806071,"score_gpt":0.2952029011286177,"score_spread":0.1821247821480107,"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."}}