{"id":"W7135027697","doi":"10.1353/vcr.2025.a985797","title":"Editor's Note","year":2025,"lang":"en","type":"article","venue":"Victorian review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005599574,0.0001740481,0.0004078332,0.0000845236,0.00006492008,0.00002956203,0.0003389204,0.0000647395,0.001075152],"category_scores_gemma":[0.000505083,0.0001495049,0.0001522422,0.001051634,0.0000301526,0.0001022823,0.00007959906,0.0001632378,0.036917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512169,"about_ca_system_score_gemma":0.000149628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000630014,"about_ca_topic_score_gemma":0.000008885457,"domain_scores_codex":[0.9987187,0.0001325696,0.0003507987,0.0002841797,0.0002503759,0.0002634084],"domain_scores_gemma":[0.9989341,0.00007257103,0.00009144971,0.0006894718,0.0001257547,0.00008666465],"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":[0.000002198997,0.00002191869,0.0000660997,0.0022775,0.00002102478,0.000003199731,0.000009921579,1.485773e-7,0.0002070119,0.005830366,0.9848178,0.006742796],"study_design_scores_gemma":[0.0001486628,0.000007892577,0.0001465838,0.007167362,0.000117314,9.964358e-7,5.038129e-7,0.000003657026,0.00006876682,0.0002801421,0.9919221,0.0001360206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001400271,0.6605173,0.00111889,0.006515601,0.07719927,0.001548729,0.00006565501,0.0008182925,0.2522023],"genre_scores_gemma":[0.01706998,0.5308841,0.01088201,0.06260113,0.2363963,0.001582627,0.0003924418,0.0009319278,0.1392595],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.159197,"threshold_uncertainty_score":0.999838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007792086631483168,"score_gpt":0.3186626563118359,"score_spread":0.3108705696803528,"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."}}