{"id":"W4412756665","doi":"10.1017/jbr.2025.10073","title":"Ren Pepitone. Brotherhood of Barristers: A Cultural History of the British Legal Profession, 1840–1940 Modern British Histories. Cambridge: Cambridge University Press, 2024. Pp. 216. $95.00 (cloth).","year":2025,"lang":"en","type":"article","venue":"Journal of British Studies","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"History; Media studies; Sociology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003185619,0.0002798055,0.001314922,0.0000491239,0.002171138,0.0001809489,0.0006618124,0.000120869,0.00006188639],"category_scores_gemma":[0.000272157,0.0002744623,0.0009209786,0.000181498,0.001637424,0.0006326089,0.0003883368,0.0005648283,8.311557e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00402601,"about_ca_system_score_gemma":0.0003149498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08206076,"about_ca_topic_score_gemma":0.0380436,"domain_scores_codex":[0.997135,0.0002461094,0.001144833,0.0003532661,0.0007222487,0.0003985829],"domain_scores_gemma":[0.9961548,0.000114676,0.001131578,0.0002409337,0.002246198,0.0001117921],"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":[0.00007052301,0.0002367652,0.0004966176,0.000368969,0.001493277,0.0001706357,0.01468338,0.000007774187,0.0000591591,0.0007370751,0.9788079,0.00286798],"study_design_scores_gemma":[0.001319565,0.0001589875,0.002449244,0.001816397,0.0008603484,0.000121426,0.03969171,0.00001466635,0.000009543132,0.00007535922,0.9531046,0.0003782314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.4510099,0.5035151,0.00002573359,0.008434038,0.008938518,0.0006317894,0.0006795769,0.00006929111,0.02669602],"genre_scores_gemma":[0.437575,0.05358156,0.0000516612,0.0002172014,0.0007386025,0.000007798247,0.000005008206,0.00002884703,0.5077943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4810983,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0186958621658875,"score_gpt":0.2187342701682674,"score_spread":0.2000384080023799,"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."}}