{"id":"W4416790254","doi":"10.3828/gncs.2025.16","title":"Reviews","year":2025,"lang":"en","type":"article","venue":"Global Nineteenth-Century Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cape Breton University; University of Toronto","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007454587,0.0009848089,0.0007068763,0.002342243,0.0009951902,0.003785225,0.001522003,0.001996791,0.3740671],"category_scores_gemma":[0.002630913,0.0003627832,0.0004675288,0.002742642,0.0009736787,0.002280795,0.002293524,0.00201257,0.2732476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683713,"about_ca_system_score_gemma":0.003244706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003058359,"about_ca_topic_score_gemma":0.006579675,"domain_scores_codex":[0.9992106,0.0001248581,0.00003815706,0.0001267384,0.0003899142,0.0001097552],"domain_scores_gemma":[0.9987608,0.0002155408,0.00008962708,0.0001897753,0.0005190783,0.0002251107],"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":[0.00001520319,0.00001129653,0.00004235752,0.0004402785,0.000004948746,0.00002341139,0.00004012598,0.00001758691,0.0002136479,0.004553162,0.902914,0.09172382],"study_design_scores_gemma":[0.000001383747,0.000001955632,0.00004108659,0.0001233997,0.000001227202,0.00001346923,0.0000148156,0.000001412371,0.0000224951,0.0003907768,0.9993871,8.645253e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004122464,0.2698684,0.0009223229,0.0290744,0.05316047,0.0001090469,0.002646407,0.0005072773,0.6432994],"genre_scores_gemma":[0.003562864,0.1710752,0.000786896,0.01684538,0.01440327,0.0001201202,0.00247246,0.0002614738,0.7904723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6259329,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174180183994924,"score_gpt":0.383026668259809,"score_spread":0.3412848664198597,"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."}}