{"id":"W4410455786","doi":"10.1007/978-3-031-92699-0_16","title":"Dimensionality and Exact Bound Tests in Simultaneous Equations","year":2025,"lang":"en","type":"book-chapter","venue":"Advanced studies in theoretical and applied econometrics","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; McGill University","funders":"","keywords":"Curse of dimensionality; Applied mathematics; Mathematics; Statistical physics; Physics; Statistics","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":[0.02960958,0.002190003,0.004881216,0.003076592,0.001537782,0.004695715,0.004160847,0.003742561,0.009554164],"category_scores_gemma":[0.2308125,0.002204919,0.002504408,0.003862085,0.01129854,0.01568232,0.006897211,0.008880907,0.001155981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309573,"about_ca_system_score_gemma":0.00221389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666318,"about_ca_topic_score_gemma":0.001746024,"domain_scores_codex":[0.9664826,0.0250435,0.001294635,0.002215297,0.004209303,0.000754595],"domain_scores_gemma":[0.6104029,0.3704561,0.003866707,0.01075541,0.003777595,0.0007412392],"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":[0.0000996996,0.00005036716,0.0009237838,0.000244681,0.00009911846,0.0001114689,0.0002387385,0.03739697,0.0001304851,0.9159716,0.004874063,0.03985905],"study_design_scores_gemma":[0.00001859072,0.00001430862,0.0002327004,0.00003223513,0.00001459744,0.00002663168,0.00002386458,0.05808153,0.00009236694,0.940297,0.001148755,0.00001729447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006972775,0.003946785,0.9719478,0.002693539,0.0003887223,0.0000511459,0.000256059,0.0001881128,0.01355498],"genre_scores_gemma":[0.4157453,0.008242982,0.542545,0.002420265,0.003290356,0.001079883,0.001332922,0.0006744171,0.02466891],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02960958,"threshold_uncertainty_score":0.1565922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08946710327718624,"score_gpt":0.3697182791180418,"score_spread":0.2802511758408556,"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."}}