{"id":"W4402092059","doi":"10.1353/vcr.2024.a936098","title":"Contributors","year":2024,"lang":"en","type":"article","venue":"Victorian review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":[0.0007091433,0.0001565663,0.0003310144,0.00006345587,0.00003311201,0.00008078172,0.000181557,0.00004081292,0.004423372],"category_scores_gemma":[0.0002596705,0.0001200245,0.0001781682,0.0008659867,0.00002315615,0.0001415063,0.00003347844,0.0001499786,0.1561056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352633,"about_ca_system_score_gemma":0.0000869615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003423318,"about_ca_topic_score_gemma":0.000002795793,"domain_scores_codex":[0.9988054,0.0001069527,0.0002953376,0.0002782475,0.0002499966,0.0002640413],"domain_scores_gemma":[0.9993277,0.00008196876,0.00003366393,0.000370304,0.00006031019,0.0001260604],"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":[0.000001907693,0.00001848669,0.0000813719,0.008882287,0.00009591505,0.0001277878,0.00005308064,7.177652e-8,0.0006085401,0.08383049,0.8819805,0.02431958],"study_design_scores_gemma":[0.00005709108,0.00001280852,0.00003835251,0.01024975,0.0001264866,0.00001967537,5.743174e-7,0.000008752275,0.00005349077,0.0002704894,0.9890161,0.0001463977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006883399,0.9639854,0.00008249853,0.001667481,0.003175604,0.0005420044,0.0001033055,0.0009521381,0.02942272],"genre_scores_gemma":[0.2891784,0.6483166,0.0007855209,0.009070207,0.01208177,0.0007785591,0.0004599805,0.001056107,0.03827279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3156688,"threshold_uncertainty_score":0.9964867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010402823375263,"score_gpt":0.3176993249347437,"score_spread":0.3072965015594807,"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."}}