{"id":"W4400988959","doi":"10.3982/qe2242","title":"Specification testing for conditional moment restrictions under local identification failure","year":2024,"lang":"en","type":"article","venue":"Quantitative Economics","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Moment (physics); Estimator; Identification (biology); Mathematics; Applied mathematics; Degenerate energy levels; Conditional expectation; Representation (politics); Limit (mathematics); Jacobian matrix and determinant; Convergence (economics); Second moment of area; Econometrics; Statistics; Mathematical analysis; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000432886,0.0001086648,0.0001412106,0.0001039599,0.0001379471,0.0001377062,0.00008086304,0.00005618901,0.0001003604],"category_scores_gemma":[0.0008373419,0.0001101543,0.00005627691,0.0001476437,0.0001066161,0.0001613728,0.0000143911,0.0001004771,0.0001115943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001914761,"about_ca_system_score_gemma":0.00008780625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005403287,"about_ca_topic_score_gemma":0.00001643273,"domain_scores_codex":[0.9990477,0.00004861067,0.0004095766,0.0002946002,0.00005582147,0.0001437231],"domain_scores_gemma":[0.9953243,0.004213085,0.0001100136,0.0001409355,0.0001624505,0.0000492197],"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":[0.000006960461,0.00003394178,0.00002643011,0.00006333742,0.00003908164,2.945363e-7,0.0001130729,0.0003796183,0.0005360048,0.9901153,0.004061274,0.004624701],"study_design_scores_gemma":[0.00009833714,0.0000879245,0.001944677,0.00002719668,0.00003388966,0.000002944389,0.0006726065,0.1272248,0.0004608768,0.8650958,0.004231672,0.000119283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0191819,0.00004534854,0.9776689,0.001066593,0.0003011254,0.0003289383,0.0004144959,0.0000859441,0.0009067786],"genre_scores_gemma":[0.3601288,0.00001147223,0.6390845,0.00003947968,0.0001221084,0.0001688187,0.0001239238,0.00002488971,0.0002960558],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3409469,"threshold_uncertainty_score":0.4491963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2713512060013665,"score_gpt":0.4250532339301953,"score_spread":0.1537020279288288,"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."}}