{"id":"W2006834884","doi":"10.1111/j.1368-423x.2005.00165.x","title":"On the arbitrariness of some asymptotic test statistics based on generalized inverses","year":2005,"lang":"en","type":"article","venue":"Econometrics Journal","topic":"Statistical and numerical algorithms","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mathematics; Statistics; Ancillary statistic; Estimator; Statistic; Completeness (order theory); PRESS statistic; Test statistic; Sufficient statistic; Weighting; Applied mathematics; Statistical hypothesis testing; Mathematical analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006257127,0.0001821048,0.0003607905,0.0004568288,0.0001584169,0.00007829238,0.0003030911,0.00005805949,0.002335992],"category_scores_gemma":[0.007974027,0.0001154621,0.0001113195,0.0006928999,0.0001056407,0.00008486379,0.00002840806,0.0004237316,0.0001241381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131429,"about_ca_system_score_gemma":0.00007603717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003328583,"about_ca_topic_score_gemma":0.000001588631,"domain_scores_codex":[0.9984691,0.00008619745,0.0006311361,0.0001609451,0.0003693645,0.0002833287],"domain_scores_gemma":[0.9881359,0.01095323,0.0003617971,0.0002389104,0.0001245543,0.0001856359],"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":[0.0001115598,0.001395352,0.00127691,0.00005637063,0.00009243272,0.00003171156,0.00006418738,0.002044951,0.000013658,0.9440886,0.02543005,0.02539416],"study_design_scores_gemma":[0.002227481,0.001145834,0.004946068,0.00006370876,0.00009903646,0.0000358494,0.00003944394,0.1888877,0.0007439491,0.7969672,0.004424447,0.0004192376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.288128,0.0003374717,0.6728718,0.01046806,0.002043079,0.0009182258,0.001936165,0.0001326818,0.02316453],"genre_scores_gemma":[0.7785119,0.0001418887,0.2153276,0.004173025,0.0009158375,0.00001271654,0.00001329592,0.00006801247,0.0008357735],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4903839,"threshold_uncertainty_score":0.998576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732137880782555,"score_gpt":0.2916844539771195,"score_spread":0.2184706658988639,"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."}}