{"id":"W4206573809","doi":"10.1016/j.jmva.2012.07.001","title":"Editorial","year":2012,"lang":"es","type":"editorial","venue":"Journal of Multivariate Analysis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Mathematics; Applied mathematics; Pure mathematics; Mathematical 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":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01360179,0.002016976,0.007556334,0.00869885,0.000463584,0.0009749206,0.00313834,0.004804111,0.002387646],"category_scores_gemma":[0.01308156,0.001698894,0.01043562,0.007818756,0.0003429785,0.002139202,0.0005524458,0.007594464,0.003390412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002509483,"about_ca_system_score_gemma":0.002654013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437359,"about_ca_topic_score_gemma":0.00008730993,"domain_scores_codex":[0.9769273,0.002982784,0.006496054,0.0009991804,0.01059092,0.002003723],"domain_scores_gemma":[0.9609059,0.004702683,0.01944435,0.001708555,0.01142181,0.001816696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002684701,0.001651294,0.001599836,0.0001191764,0.1071741,0.0001032943,0.0008825974,0.002613402,0.002917309,0.00002809919,0.8798141,0.0004120616],"study_design_scores_gemma":[0.00475737,0.0004200323,0.001418938,0.0003070984,0.1662788,0.00001366762,0.0001239187,0.0004750947,0.0001011976,0.00004326317,0.8247511,0.001309518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007985409,0.002120011,0.001206286,0.00008199153,0.9937002,0.0002682664,0.001332112,0.00005352569,0.000439074],"genre_scores_gemma":[0.01340795,0.001179093,0.002195347,0.00001094207,0.9812539,0.000006710022,0.0005006191,0.0005042983,0.0009410906],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05910464,"threshold_uncertainty_score":0.9994746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186751343371777,"score_gpt":0.3085806671979597,"score_spread":0.2967131537642419,"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."}}