{"id":"W4414314872","doi":"10.1017/ihs.2025.1","title":"Barristers in Ireland: an evolving profession since 1921. By Niamh Howlin. Pp xii, 403. Dublin: Four Courts Press. 2023. €55.","year":2025,"lang":"en","type":"article","venue":"Irish Historical Studies","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","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":[],"consensus_categories":[],"category_scores_codex":[0.001699619,0.001100496,0.0006111221,0.002129088,0.003310628,0.00397626,0.001376272,0.002160278,0.06071957],"category_scores_gemma":[0.001984197,0.001048836,0.0003665974,0.004693812,0.00349257,0.005522483,0.003865408,0.003296731,0.01635958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01356859,"about_ca_system_score_gemma":0.01295649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3069837,"about_ca_topic_score_gemma":0.518106,"domain_scores_codex":[0.9991249,0.0002031289,0.00006021704,0.00009494029,0.0002705784,0.0002461268],"domain_scores_gemma":[0.9988782,0.0001888826,0.0001903207,0.00003003034,0.0002633804,0.0004492596],"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":[0.00002910681,0.00001584526,0.0006631906,0.0006845613,0.000003644781,0.0001373749,0.003796382,0.00004656448,0.00004887624,0.002580816,0.8932776,0.09871602],"study_design_scores_gemma":[0.000004222522,0.00001237061,0.006602693,0.001571799,0.00000247546,0.0002163276,0.008292435,0.0000183964,0.00002210229,0.0003796452,0.9828607,0.0000168036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003356287,0.7647643,0.0001592186,0.1167072,0.01285207,0.00009778889,0.001160341,0.000074143,0.1008286],"genre_scores_gemma":[0.04260971,0.4056435,0.000567633,0.01373113,0.003379194,0.0001905023,0.001097338,0.0001836491,0.5325973],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3069837,"threshold_uncertainty_score":0.6103936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302835916499561,"score_gpt":0.3477546909106309,"score_spread":0.2947263317456353,"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."}}