{"id":"W4214734396","doi":"10.1002/cjs.11692","title":"Editorial","year":2022,"lang":"en","type":"editorial","venue":"Canadian Journal of Statistics","topic":"Statistical Methods and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Citation; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001172756,0.0002542205,0.0006454649,0.0002992363,0.0002987442,0.0001204292,0.0006707928,0.0004167506,0.003089529],"category_scores_gemma":[0.02819209,0.0002532931,0.0001235991,0.0001981999,0.0001516396,0.00004279057,0.00003229659,0.002049953,0.00001592536],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005543941,"about_ca_system_score_gemma":0.008104839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637325,"about_ca_topic_score_gemma":0.004383419,"domain_scores_codex":[0.9972059,0.000197732,0.0009151989,0.0001901554,0.001090141,0.0004008828],"domain_scores_gemma":[0.9873449,0.009278686,0.000926896,0.0003252117,0.001238445,0.0008858416],"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":[0.000008834975,0.00001521999,0.00000150515,0.0000713857,0.00006723397,0.0001196695,0.00008731467,0.000001024306,5.695427e-7,0.09316561,0.9044044,0.002057206],"study_design_scores_gemma":[0.0002051625,0.0001213346,0.00000107938,0.00003234488,0.000181352,0.000008731038,0.00004830276,0.00000395398,4.559634e-7,0.3211522,0.67808,0.0001651351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[5.228479e-7,0.0001078541,0.1299223,0.00005690271,0.8511346,0.0001089737,0.01780308,0.000005919255,0.0008598299],"genre_scores_gemma":[0.000001583329,0.00004062639,0.2663226,0.00001370498,0.732758,0.000009396714,0.0001453765,0.00006191128,0.0006467417],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2279865,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348007376567296,"score_gpt":0.3532343970741026,"score_spread":0.3097543233084296,"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."}}